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Bradlee Speice f9e8c08491 New earnings release post
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<feed xmlns="http://www.w3.org/2005/Atom"><title>Bradlee Speice</title><link href="https://bspeice.github.io/" rel="alternate"></link><link href="https://bspeice.github.io/feeds/all.atom.xml" rel="self"></link><id>https://bspeice.github.io/</id><updated>2016-06-08T00:00:00-04:00</updated><entry><title>Event Studies and Earnings Releases</title><link href="https://bspeice.github.io/event-studies-and-earnings-releases.html" rel="alternate"></link><updated>2016-06-08T00:00:00-04:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-06-08:event-studies-and-earnings-releases.html</id><summary type="html">&lt;script type="text/javascript" src="https://cdn.jsdelivr.net/jquery/3.0.0/jquery.min.js"&gt;&lt;/script&gt;
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&lt;p&gt;Or, being suspicious of market insiders.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;Use the button below to show the code I've used to generate this article. Because there is a significant amount more code involved than most other posts I've written, it's hidden by default to allow people to concentrate on the important bits.&lt;/p&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;IPython.display&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;HTML&lt;/span&gt;
&lt;span class="n"&gt;HTML&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&amp;#39;&amp;#39;&amp;lt;script&amp;gt;&lt;/span&gt;
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&lt;h1 id="The-Market-Just-Knew"&gt;The Market Just Knew&lt;a class="anchor-link" href="#The-Market-Just-Knew"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;I recently saw two examples of stock charts that have kept me thinking for a while. And now that the semester is complete, I finally have enough time to really look at them and give them the treatment they deserve. The first is good old Apple:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;secrets&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;QUANDL_KEY&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.pyplot&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;plt&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.dates&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;date2num&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.finance&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;candlestick_ohlc&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.dates&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;DateFormatter&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;WeekdayLocator&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;\
&lt;span class="n"&gt;DayLocator&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;MONDAY&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;quandl&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="o"&gt;%&lt;/span&gt;&lt;span class="k"&gt;matplotlib&lt;/span&gt; inline
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Quandl is currently giving me issues with returning&lt;/span&gt;
&lt;span class="c"&gt;# the entire dataset and not slicing server-side.&lt;/span&gt;
&lt;span class="c"&gt;# So instead, we&amp;#39;ll do it client-side!&lt;/span&gt;
&lt;span class="n"&gt;q_format&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;%Y-%m-%d&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;ticker_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;YAHOO/&amp;#39;&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;q_format&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end_date&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;q_format&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;authtoken&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;QUANDL_KEY&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;ticker_data&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="k"&gt;None&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Much of this code re-used from:&lt;/span&gt;
&lt;span class="c"&gt;# http://matplotlib.org/examples/pylab_examples/finance_demo.html&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="k"&gt;None&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplots&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;date&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;date&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;candlestick_ohlc&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;vals&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;mondays&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;WeekdayLocator&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;MONDAY&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;alldays&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;DayLocator&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;weekFormatter&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;DateFormatter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;%b %d&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xaxis&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_major_locator&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;mondays&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xaxis&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_minor_locator&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;alldays&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xaxis&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_major_formatter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;weekFormatter&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt;
&lt;span class="n"&gt;AAPL&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;AAPL&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;AAPL&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vlines&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;26&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;b&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Earnings Release&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Apple Price 3/1/2016 - 5/1/2016&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;The second chart is from Facebook:&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[3]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;FB&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;FB&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;FB&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vlines&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;27&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;b&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Earnings Release&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Facebook Price 3/5/2016 - 5/5/2016&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
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&lt;p&gt;These two charts demonstrate two very specific phonomena: how the market prepares for earnings releases. Let's look at those charts again, but with some extra information. As we're about the see, the market "knew" in advance that Apple was going to perform poorly. The market expected that Facebook was going to perform poorly, and instead shot the lights out. Let's see that trend in action:&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[4]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;plot_hilo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;)],&lt;/span&gt;
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;High&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;High&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;b&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;)],&lt;/span&gt;
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Low&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Low&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;b&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplots&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_aapl&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;ax_fb&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="c"&gt;# Plot the AAPL trend up and down&lt;/span&gt;
&lt;span class="n"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;AAPL&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plot_hilo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;15&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;AAPL&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plot_hilo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;26&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;AAPL&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vlines&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;26&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;g&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Earnings Release&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;AAPL Price History&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Plot the FB trend down and up&lt;/span&gt;
&lt;span class="n"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;FB&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ax&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plot_hilo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;30&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;27&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;FB&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plot_hilo&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;28&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;FB&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vlines&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;27&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;g&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Earnings Release&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;FB Price History&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;p&gt;As we can see above, the market broke a prevailing trend on Apple in order to go down, and ultimately predict the earnings release. For Facebook, the opposite happened. While the trend was down, the earnings were fantastic and the market corrected itself much higher.&lt;/p&gt;
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&lt;h1 id="Formulating-the-Question"&gt;Formulating the Question&lt;a class="anchor-link" href="#Formulating-the-Question"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;While these are two specific examples, there are plenty of other examples you could cite one way or another. Even if the preponderance of evidence shows that the market correctly predicts earnings releases, we need not accuse people of collusion; for a company like Apple with many suppliers we can generally forecast how Apple has done based on those same suppliers.&lt;/p&gt;
&lt;p&gt;The question then, is this: &lt;strong&gt;how well does the market predict the earnings releases?&lt;/strong&gt; It's an incredibly broad question that I want to disect in a couple of different ways:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;Given a stock that has been trending down over the past N days before an earnings release, how likely does it continue downward after the release?&lt;/li&gt;
&lt;li&gt;Given a stock trending up, how likely does it continue up?&lt;/li&gt;
&lt;li&gt;Is there a difference in accuracy between large- and small-cap stocks?&lt;/li&gt;
&lt;li&gt;How often, and for how long, do markets trend before an earnings release?&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;I want to especially thank Alejandro Saltiel for helping me retrieve the data.&lt;/strong&gt; He's great. And now for all of the interesting bits.&lt;/p&gt;
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&lt;h1 id="Event-Studies"&gt;Event Studies&lt;a class="anchor-link" href="#Event-Studies"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Before we go too much further, I want to introduce the actual event study. Each chart intends to capture a lot of information and present an easy-to-understand pattern:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;pandas.tseries.holiday&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;USFederalHolidayCalendar&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;pandas.tseries.offsets&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;CustomBusinessDay&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;
&lt;span class="c"&gt;# If you remove rules, it removes them from *all* calendars&lt;/span&gt;
&lt;span class="c"&gt;# To ensure we don&amp;#39;t pop rules we don&amp;#39;t want to, first make&lt;/span&gt;
&lt;span class="c"&gt;# sure to fully copy the object&lt;/span&gt;
&lt;span class="n"&gt;trade_calendar&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;USFederalHolidayCalendar&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;trade_calendar&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;rules&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pop&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="c"&gt;# Remove Columbus day&lt;/span&gt;
&lt;span class="n"&gt;trade_calendar&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;rules&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pop&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="c"&gt;# Remove Veteran&amp;#39;s day&lt;/span&gt;
&lt;span class="n"&gt;TradeDay&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;CustomBusinessDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;calendar&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;trade_calendar&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;plot_study&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Given a 2-d array, we assume the event happens at index `lookback`,&lt;/span&gt;
&lt;span class="c"&gt;# and create all of our summary statistics from there.&lt;/span&gt;
&lt;span class="n"&gt;lookback&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;int&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;norm_factor&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;repeat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;reshape&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;centered_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;norm_factor&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;lookforward&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;centered_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;lookback&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;centered_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;lookforward_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;centered_data&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt;
&lt;span class="n"&gt;std_dev&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hstack&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;lookforward_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;std&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="n"&gt;maxes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;lookforward_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;mins&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;lookforward_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;min&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplots&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;range_begin&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;
&lt;span class="n"&gt;range_end&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;lookforward&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;range_begin&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;range_begin&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fill_between&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;std_dev&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;std_dev&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;alpha&lt;/span&gt;&lt;span class="o"&gt;=.&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;$\pm$ 1 s.d.&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fill_between&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;std_dev&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;std_dev&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;alpha&lt;/span&gt;&lt;span class="o"&gt;=.&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;$\pm$ 1 s.d.&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;max_err&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;maxes&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt;
&lt;span class="n"&gt;min_err&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;mins&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;errorbar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:],&lt;/span&gt;
&lt;span class="n"&gt;yerr&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;min_err&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_err&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Max &amp;amp; Min&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_xlim&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_xlim&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;plot_study_small&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Given a 2-d array, we assume the event happens at index `lookback`,&lt;/span&gt;
&lt;span class="c"&gt;# and create all of our summary statistics from there.&lt;/span&gt;
&lt;span class="n"&gt;lookback&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;int&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;norm_factor&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;repeat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;reshape&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;centered_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;array&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;norm_factor&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;lookforward&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;centered_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;lookback&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;centered_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;lookforward_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;centered_data&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt;
&lt;span class="n"&gt;std_dev&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hstack&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;lookforward_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;std&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="n"&gt;maxes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;lookforward_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;mins&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;lookforward_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;min&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;range_begin&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;
&lt;span class="n"&gt;range_end&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;lookforward&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;range_begin&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fill_between&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;std_dev&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;std_dev&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;alpha&lt;/span&gt;&lt;span class="o"&gt;=.&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;$\pm$ 1 s.d.&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;max_err&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;maxes&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt;
&lt;span class="n"&gt;min_err&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;mins&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;errorbar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;range_end&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;means&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookforward&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:],&lt;/span&gt;
&lt;span class="n"&gt;yerr&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;min_err&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_err&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Max &amp;amp; Min&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xlim&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;fetch_event_data&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Use horizon+1 to account for including the day of the event,&lt;/span&gt;
&lt;span class="c"&gt;# and half-open interval - that is, for a horizon of 5,&lt;/span&gt;
&lt;span class="c"&gt;# we should be including 11 events. Additionally, using the&lt;/span&gt;
&lt;span class="c"&gt;# CustomBusinessDay means we automatically handle issues if&lt;/span&gt;
&lt;span class="c"&gt;# for example a company reports Friday afternoon - the date&lt;/span&gt;
&lt;span class="c"&gt;# calculator will turn this into a &amp;quot;Saturday&amp;quot; release, but&lt;/span&gt;
&lt;span class="c"&gt;# we effectively shift that to Monday with the logic below.&lt;/span&gt;
&lt;span class="n"&gt;td_back&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;td_forward&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;start_date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;min&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;td_back&lt;/span&gt;
&lt;span class="n"&gt;end_date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;td_forward&lt;/span&gt;
&lt;span class="n"&gt;total_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;end_date&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;event_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;total_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ix&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;td_back&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="n"&gt;td_forward&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;\
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;\
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Adjusted Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;event_data&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Generate a couple of random events&lt;/span&gt;
&lt;span class="n"&gt;event_dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;27&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="mi"&gt;20&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;40&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fetch_event_data&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;CELG&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event_dates&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plot_study_small&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;annotate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Mean price for days leading up to each event&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;-.&lt;/span&gt;&lt;span class="mi"&gt;01&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mf"&gt;4.5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;025&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;arrowprops&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="nb"&gt;dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;facecolor&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;black&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;shrink&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mf"&gt;0.05&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;annotate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-.&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;005&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-.&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;02&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;arrowprops&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;facecolor&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;black&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;shrink&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;05&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;annotate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;$\pm$ 1 std. dev. each day&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;055&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;2.5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;085&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;arrowprops&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;facecolor&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;black&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;shrink&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;05&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;annotate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Min/Max each day&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;-.&lt;/span&gt;&lt;span class="mi"&gt;07&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;-.&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;arrowprops&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;facecolor&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;black&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;shrink&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;05&lt;/span&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
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"
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&lt;p&gt;And as a quick textual explanation as well:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;p&gt;The blue line represents the mean price for each day, represented as a percentage of the price on the '0-day'. For example, if we defined an 'event' as whenever the stock price dropped for three days, we would see a decreasing blue line to the left of the 0-day.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The blue shaded area represents one standard deviation above and below the mean price for each day following an event. This is intended to give us an idea of what the stock price does in general following an event.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The green bars are the minimum and maximum price for each day following an event. This instructs us as to how much it's possible for the stock to move.&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
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&lt;h1 id="Event-Type-1:-Trending-down-over-the-past-N-days"&gt;Event Type 1: Trending down over the past N days&lt;a class="anchor-link" href="#Event-Type-1:-Trending-down-over-the-past-N-days"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;The first type of event I want to study is how stocks perform when they've been trending down over the past couple of days prior to a release. However, we need to clarify what exactly is meant by "trending down." To do so, we'll use the following metric: &lt;strong&gt;the midpoint between each day's opening and closing price goes down over a period of N days&lt;/strong&gt;.&lt;/p&gt;
&lt;p&gt;It's probably helpful to have an example:&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[6]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplots&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;FB_plot&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;FB&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;):],&lt;/span&gt; &lt;span class="n"&gt;FB_plot&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;FB_truncated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;FB&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;27&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;midpoint&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;FB_truncated&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Open&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;FB_truncated&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;
&lt;span class="n"&gt;FB_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;FB_truncated&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;midpoint&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Midpoint&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;FB_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vlines&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;27&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
&lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ax_fb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;g&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Earnings Release&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;FB_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;FB_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;FB Midpoint Plot&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;AAPL_plot&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;axarr&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;ohlc_dataframe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;AAPL&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;):],&lt;/span&gt; &lt;span class="n"&gt;AAPL_plot&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;AAPL_truncated&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;AAPL&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;26&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;midpoint&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;AAPL_truncated&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Open&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;AAPL_truncated&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;
&lt;span class="n"&gt;AAPL_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;AAPL_truncated&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;midpoint&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Midpoint&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;AAPL_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vlines&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date2num&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;26&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)),&lt;/span&gt;
&lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ax_aapl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get_ylim&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;g&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Earnings Release&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;AAPL_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;AAPL_plot&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;AAPL Midpoint Plot&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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TkSuQmCC
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&lt;p&gt;Given these charts, we can see that FB was trending down for the four days preceding the earnings release, and AAPL was trending down for a whopping 8 days (we don't count the peak day). This will define the methodology that we will use for the study.&lt;/p&gt;
&lt;p&gt;So what are the results? For a given horizon, how well does the market actually perform?&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[7]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# Read in the events for each stock;&lt;/span&gt;
&lt;span class="c"&gt;# The file was created using the first code block in the Appendix&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;yaml&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;dateutil.parser&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;parse&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;progressbar&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;ProgressBar&lt;/span&gt;
&lt;span class="n"&gt;data_str&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;earnings_dates.yaml&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;r&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="c"&gt;# Need to remove invalid lines&lt;/span&gt;
&lt;span class="n"&gt;filtered&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;{&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;data_str&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;split&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;earnings_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;yaml&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;load&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;filtered&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# Convert our earnings data into a list of (ticker, date) pairs&lt;/span&gt;
&lt;span class="c"&gt;# to make it easy to work with.&lt;/span&gt;
&lt;span class="c"&gt;# This is horribly inefficient, but should get us what we need&lt;/span&gt;
&lt;span class="n"&gt;ticker_dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;date_list&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;earnings_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;items&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;iso_str&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;date_list&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;ticker_dates&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;iso_str&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;does_trend_down&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Figure out if the `event` has a downtrend for&lt;/span&gt;
&lt;span class="c"&gt;# the `horizon` days preceding it&lt;/span&gt;
&lt;span class="c"&gt;# As an interpretation note: it is assumed that&lt;/span&gt;
&lt;span class="c"&gt;# the closing price of day `event` is the reference&lt;/span&gt;
&lt;span class="c"&gt;# point, and we want `horizon` days before that.&lt;/span&gt;
&lt;span class="c"&gt;# The price_data.hdf was created in the second appendix code block&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;ticker_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_hdf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;price_data.hdf&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker_data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;midpoints&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Open&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;
&lt;span class="c"&gt;# Shift dates one forward into the future and subtract&lt;/span&gt;
&lt;span class="c"&gt;# Effectively: do we trend down over all days?&lt;/span&gt;
&lt;span class="n"&gt;elems&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;midpoints&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;midpoints&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shift&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;elems&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;elems&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dropna&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="n"&gt;elems&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="ne"&gt;KeyError&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# If the stock doesn&amp;#39;t exist, it doesn&amp;#39;t qualify as trending down&lt;/span&gt;
&lt;span class="c"&gt;# Mostly this is here to make sure the entire analysis doesn&amp;#39;t &lt;/span&gt;
&lt;span class="c"&gt;# blow up if there were issues in data retrieval&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;False&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;study_trend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;trend_function&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;five_day_events&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;invalid_events&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;ProgressBar&lt;/span&gt;&lt;span class="p"&gt;()(&lt;/span&gt;&lt;span class="n"&gt;ticker_dates&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;trend_function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;ticker_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_hdf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;price_data.hdf&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;event_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker_data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;)][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;five_day_events&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;vstack&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="n"&gt;five_day_events&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event_data&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="ne"&gt;ValueError&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# Sometimes we don&amp;#39;t get exactly the right number of values due to calendar&lt;/span&gt;
&lt;span class="c"&gt;# issues. I&amp;#39;ve fixed most everything I can, and the few issues that are left&lt;/span&gt;
&lt;span class="c"&gt;# I assume don&amp;#39;t systemically bias the results (i.e. data could be missing&lt;/span&gt;
&lt;span class="c"&gt;# because it doesn&amp;#39;t exist, etc.). After running through, ~1% of events get&lt;/span&gt;
&lt;span class="c"&gt;# discarded this way&lt;/span&gt;
&lt;span class="n"&gt;invalid_events&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# Remove our initial zero row&lt;/span&gt;
&lt;span class="n"&gt;five_day_events&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;five_day_events&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:,:]&lt;/span&gt;
&lt;span class="n"&gt;plot_study&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;five_day_events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Action over {} days: {} events&amp;#39;&lt;/span&gt;
&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="n"&gt;five_day_events&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shape&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Start with a 5 day study&lt;/span&gt;
&lt;span class="n"&gt;study_trend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;does_trend_down&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;p&gt;When a stock has been trending down for 5 days, once the earnings are announced it really doesn't move on average. However, the variability is &lt;em&gt;incredible&lt;/em&gt;. This implies two important things:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;The market is just as often wrong about an earnings announcement before it happens as it is correct&lt;/li&gt;
&lt;li&gt;The incredible width of the min/max bars and standard deviation area tell us that the market reacts &lt;em&gt;violently&lt;/em&gt; after the earnings are released.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;Let's repeat the same study, but over a time horizon of 8 days and 3 days. Presumably if a stock has been going down for 8 days at a time before the earnings, the market should be more accurate.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[8]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# 8 day study next&lt;/span&gt;
&lt;span class="n"&gt;study_trend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;does_trend_down&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;/div&gt;
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&lt;pre&gt;100% (47578 of 47578) |###########################################################| Elapsed Time: 0:20:29 Time: 0:20:29
&lt;/pre&gt;
&lt;/div&gt;
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&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
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&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;However, looking only at stocks that trended down for 8 days prior to a release, the same pattern emerges: on average, the stock doesn't move, but the market reaction is often incredibly violent.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[9]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# 3 day study after that&lt;/span&gt;
&lt;span class="n"&gt;study_trend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;does_trend_down&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stderr output_text"&gt;
&lt;pre&gt;100% (47578 of 47578) |###########################################################| Elapsed Time: 0:26:26 Time: 0:26:26
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;Finally, when we look at a 3-day horizon, we start getting some incredible outliers. Stocks have a potential to move over ~300% up, and the standard deviation width is again, incredible. The results for a 3-day horizon follow the same pattern we've seen in the 5- and 8-day horizons.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h1 id="Event-Type-2:-Trending-up-for-N-days"&gt;Event Type 2: Trending up for N days&lt;a class="anchor-link" href="#Event-Type-2:-Trending-up-for-N-days"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;We're now going to repeat the analysis, but do it for uptrends instead. That is, instead of looking at stocks that have been trending down over the past number of days, we focus only on stocks that have been trending up.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[10]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;does_trend_up&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Figure out if the `event` has an uptrend for&lt;/span&gt;
&lt;span class="c"&gt;# the `horizon` days preceding it&lt;/span&gt;
&lt;span class="c"&gt;# As an interpretation note: it is assumed that&lt;/span&gt;
&lt;span class="c"&gt;# the closing price of day `event` is the reference&lt;/span&gt;
&lt;span class="c"&gt;# point, and we want `horizon` days before that.&lt;/span&gt;
&lt;span class="c"&gt;# The price_data.hdf was created in the second appendix code block&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;ticker_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_hdf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;price_data.hdf&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker_data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;TradeDay&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;horizon&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;midpoints&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Open&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;
&lt;span class="c"&gt;# Shift dates one forward into the future and subtract&lt;/span&gt;
&lt;span class="c"&gt;# Effectively: do we trend down over all days?&lt;/span&gt;
&lt;span class="n"&gt;elems&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;midpoints&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;midpoints&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;shift&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;elems&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;elems&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dropna&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="n"&gt;elems&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="ne"&gt;KeyError&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# If the stock doesn&amp;#39;t exist, it doesn&amp;#39;t qualify as trending down&lt;/span&gt;
&lt;span class="c"&gt;# Mostly this is here to make sure the entire analysis doesn&amp;#39;t &lt;/span&gt;
&lt;span class="c"&gt;# blow up if there were issues in data retrieval&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;False&lt;/span&gt;
&lt;span class="n"&gt;study_trend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;does_trend_up&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stderr output_text"&gt;
&lt;pre&gt;100% (47578 of 47578) |###########################################################| Elapsed Time: 0:22:51 Time: 0:22:51
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;The patterns here are very similar. With the exception of noting that stocks can go to nearly 400% after an earnings announcement (most likely this included a takeover announcement, etc.), we still see large min/max bars and wide standard deviation of returns.&lt;/p&gt;
&lt;p&gt;We'll repeat the pattern for stocks going up for both 8 and 3 days straight, but at this point, the results should be very predictable:&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[11]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;study_trend&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;does_trend_up&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stderr output_text"&gt;
&lt;pre&gt;100% (47578 of 47578) |###########################################################| Elapsed Time: 0:20:51 Time: 0:20:51
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_png output_subarea "&gt;
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"
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&lt;h1 id="Conclusion-and-Summary"&gt;Conclusion and Summary&lt;a class="anchor-link" href="#Conclusion-and-Summary"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;I guess the most important thing to summarize with is this: &lt;strong&gt;looking at the entire market, stock performance prior to an earnings release has no bearing on the stock's performance.&lt;/strong&gt; Honestly: given the huge variability of returns after an earnings release, even when the stock has been trending for a long time, you're best off divesting before an earnings release and letting the market sort itself out.&lt;/p&gt;
&lt;p&gt;&lt;em&gt;However&lt;/em&gt;, there is a big caveat. These results are taken when we look at the entire market. So while we can say that the market as a whole knows nothing and just reacts violently, I want to take a closer look into this data. Does the market typically perform poorly on large-cap/high liquidity stocks? Do smaller companies have investors that know them better and can thus predict performance better? Are specific market sectors better at prediction? Presumably technology stocks are more volatile than the industrials.&lt;/p&gt;
&lt;p&gt;So there are some more interesting questions I still want to ask with this data. Knowing that the hard work of data processing is largely already done, it should be fairly simple to continue this analysis and get much more refined with it. Until next time.&lt;/p&gt;
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&lt;h1 id="Appendix"&gt;Appendix&lt;a class="anchor-link" href="#Appendix"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Export event data for Russell 3000 companies:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="kn"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;html.parser&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;HTMLParser&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;requests&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;re&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;dateutil&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;parser&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;progressbar&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;concurrent&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;yaml&lt;/span&gt;
&lt;span class="k"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;EarningsParser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;HTMLParser&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;store_dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;False&lt;/span&gt;
&lt;span class="n"&gt;earnings_offset&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;None&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;__init__&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;**&lt;/span&gt;&lt;span class="n"&gt;kwargs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="nb"&gt;super&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;__init__&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;**&lt;/span&gt;&lt;span class="n"&gt;kwargs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_starttag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;table&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;store_dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;True&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_data&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;store_dates&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;match&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;re&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;match&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;r&amp;#39;\d+/\d+/\d+&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;match&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;match&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;group&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# If a company reports before the bell, record the earnings date&lt;/span&gt;
&lt;span class="c"&gt;# being at midnight the day before. Ex: WMT reports 5/19/2016,&lt;/span&gt;
&lt;span class="c"&gt;# but we want the reference point to be the closing price on 5/18/2016&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;After Close&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;earnings_offset&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;elif&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;Before Open&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;earnings_offset&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="o"&gt;=-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_endtag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;table&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;store_dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;False&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;earnings_releases&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;#print(&amp;quot;Looking up ticker {}&amp;quot;.format(ticker))&lt;/span&gt;
&lt;span class="n"&gt;user_agent&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;Mozilla/5.0 (Windows NT 10.0; WOW64; rv:46.0) &amp;#39;&lt;/span&gt;\
&lt;span class="s"&gt;&amp;#39;Gecko/20100101 Firefox/46.0&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;headers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;user-agent&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;user_agent&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;base_url&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;http://www.streetinsider.com/ec_earnings.php?q={}&amp;#39;&lt;/span&gt;\
&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;e&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;EarningsParser&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;s&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Session&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;a&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;adapters&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;HTTPAdapter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max_retries&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;s&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mount&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;http://&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;a&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;e&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;feed&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;str&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;s&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;base_url&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;e&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;earnings_offset&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="bp"&gt;None&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;e&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;earnings_offset&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;e&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;past&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;isoformat&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;past&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# Use a Russell-3000 ETF tracker (ticker IWV) to get a list of holdings&lt;/span&gt;
&lt;span class="n"&gt;r3000&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_csv&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;https://www.ishares.com/us/products/239714/&amp;#39;&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;ishares-russell-3000-etf/1449138789749.ajax?&amp;#39;&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;fileType=csv&amp;amp;fileName=IWV_holdings&amp;amp;dataType=fund&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;header&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;r3000_equities&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;r3000&lt;/span&gt;&lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;r3000&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Exchange&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;NASDAQ&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;|&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;r3000&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Exchange&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;New York Stock Exchange Inc.&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;dates_file&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;earnings_dates.yaml&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;w&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ThreadPoolExecutor&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max_workers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;pool&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;fs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;pool&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;submit&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;earnings_releases&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;r3000_equities&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ix&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Ticker&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]):&lt;/span&gt; &lt;span class="n"&gt;t&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;r3000_equities&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;pbar&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;progressbar&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ProgressBar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term_width&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;80&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;max_value&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;r3000_equities&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;max&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;as_completed&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;fs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;pbar&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;update&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;dates_file&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;write&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;yaml&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dump&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="n"&gt;r3000_equities&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ix&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Ticker&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]:&lt;/span&gt;
&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;result&lt;/span&gt;&lt;span class="p"&gt;()}))&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;p&gt;Downloading stock price data needed for the event studies:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;secrets&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;QUANDL_KEY&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="kn"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;yaml&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;dateutil.parser&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;parse&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;quandl&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;progressbar&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;ProgressBar&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Quandl is currently giving me issues with returning&lt;/span&gt;
&lt;span class="c"&gt;# the entire dataset and not slicing server-side.&lt;/span&gt;
&lt;span class="c"&gt;# So instead, we&amp;#39;ll do it client-side!&lt;/span&gt;
&lt;span class="n"&gt;q_format&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;%Y-%m-&lt;/span&gt;&lt;span class="si"&gt;%d&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;ticker_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;YAHOO/&amp;#39;&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;q_format&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end_date&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;q_format&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;authtoken&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;QUANDL_KEY&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;ticker_data&lt;/span&gt;
&lt;span class="n"&gt;data_str&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;earnings_dates.yaml&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;r&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="c"&gt;# Need to remove invalid lines&lt;/span&gt;
&lt;span class="n"&gt;filtered&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;{&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;data_str&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;split&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;earnings_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;yaml&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;load&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;filtered&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# Get the first 1500 keys - split up into two statements&lt;/span&gt;
&lt;span class="c"&gt;# because of Quandl rate limits&lt;/span&gt;
&lt;span class="n"&gt;tickers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;earnings_data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;keys&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;span class="n"&gt;price_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;invalid_tickers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;ProgressBar&lt;/span&gt;&lt;span class="p"&gt;()(&lt;/span&gt;&lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="mi"&gt;1500&lt;/span&gt;&lt;span class="p"&gt;]):&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# Replace &amp;#39;.&amp;#39; with &amp;#39;-&amp;#39; in name for some tickers&lt;/span&gt;
&lt;span class="n"&gt;fixed&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;replace&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;.&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;-&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;event_strs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;earnings_data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;events&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;event_strs&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;td&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;20&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;price_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;fixed&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="nb"&gt;min&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;td&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="n"&gt;td&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="n"&gt;quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NotFoundError&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;invalid_tickers&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Execute this after 10 minutes have passed&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;ProgressBar&lt;/span&gt;&lt;span class="p"&gt;()(&lt;/span&gt;&lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1500&lt;/span&gt;&lt;span class="p"&gt;:]):&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# Replace &amp;#39;.&amp;#39; with &amp;#39;-&amp;#39; in name for some tickers&lt;/span&gt;
&lt;span class="n"&gt;fixed&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;replace&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;.&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;-&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;event_strs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;earnings_data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;events&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;event&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;event&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;event_strs&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;td&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;20&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;price_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;fetch_ticker&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;fixed&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="nb"&gt;min&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;td&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;events&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="n"&gt;td&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="n"&gt;quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NotFoundError&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;invalid_tickers&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;prices_store&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;HDFStore&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;price_data.hdf&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;prices&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;price_dict&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;items&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="n"&gt;prices_store&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;prices&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="event study"></category><category term="earnings"></category></entry><entry><title>The Unfair Casino</title><link href="https://bspeice.github.io/the-unfair-casino.html" rel="alternate"></link><updated>2016-05-15T00:00:00-04:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-05-15:the-unfair-casino.html</id><summary type="html">&lt;p&gt;
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&lt;p&gt;Or, how to get thrown out of a casino because you're a mathematician.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;In the ongoing eternal cycle of mathematicians asking generally useless questions about probability, I dreamt up another one. The scenario is as follows:&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;You're playing a game with two die, and you do not get to see what the outcome of the die are on each roll. All you get to see is their sum. Given an arbitrarily long list of the sum of two rolls, can you determine if one or both die are loaded, and what those loadings are?&lt;/strong&gt;&lt;/p&gt;
&lt;h1 id="Proving-we-can-detect-cheating"&gt;Proving we can detect cheating&lt;a class="anchor-link" href="#Proving-we-can-detect-cheating"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;My first question is simply, is this possible? There's a lot of trivial cases that make it obvious that there's cheating going on. But there are some edge cases that might give us more difficulty. First though, let's get a picture of what the fair distribution looks like. In principle, we can only detect cheating if the distribution of the fair die differs from the distribution of the loaded die.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.pyplot&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;plt&lt;/span&gt;
&lt;span class="o"&gt;%&lt;/span&gt;&lt;span class="k"&gt;matplotlib&lt;/span&gt; inline
&lt;span class="n"&gt;fair_1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;randint&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;fair_2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;randint&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Series&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;fair_1&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;fair_2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;kind&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;hist&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bins&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Fair Distribution&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;p&gt;This distribution makes sense: there are many ways to make a 7 (the most frequent observed value) and very few ways to make a 12 or 2; an important symmetry. As a special note, you can notice that the sum of two fair dice is a discrete case of the &lt;a href="https://en.wikipedia.org/wiki/Triangular_distribution"&gt;Triangle Distribution&lt;/a&gt;, which is itself a special case of the &lt;a href="https://en.wikipedia.org/wiki/Irwin%E2%80%93Hall_distribution"&gt;Irwin-Hall Distribution&lt;/a&gt;.&lt;/p&gt;
&lt;h1 id="The-Edge-Cases"&gt;The Edge Cases&lt;a class="anchor-link" href="#The-Edge-Cases"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Given that we understand how the results of two fair dice are distributed, let's see some of the interesting edge cases that come up. This will give us assurance that when a casino is cheating, it is detectable (given sufficient data). To make this as hard as possible, we will think of scenarios where the expected value of the sum of loaded dice is the same as the expected value of the sum of fair dice.&lt;/p&gt;
&lt;h3 id="Edge-Case-1"&gt;Edge Case 1&lt;a class="anchor-link" href="#Edge-Case-1"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;What happens when one die is biased low, and one die is biased high? That is, where:&lt;/p&gt;
\begin{align}
\begin{array}{cc}
D_1 = \left\{
\begin{array}{lr}
1 &amp; w.p. 1/3\\
2 &amp; w.p. 1/3\\
3 &amp; w.p. 1/12\\
4 &amp; w.p. 1/12\\
5 &amp; w.p. 1/12\\
6 &amp; w.p. 1/12
\end{array}
\right. &amp;
D_2 = \left\{
\begin{array}{lr}
1 &amp; w.p. 1/12\\
2 &amp; w.p. 1/12\\
3 &amp; w.p. 1/12\\
4 &amp; w.p. 1/12\\
5 &amp; w.p. 1/3\\
6 &amp; w.p. 1/3
\end{array}
\right. \\
\mathbb{E}[D_1] = 2.5 &amp; \mathbb{E}[D_2] = 4.5
\end{array}\\
\mathbb{E}[D_1 + D_2] = 7 = \mathbb{E}[D_{fair} + D_{fair}]
\end{align}
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[2]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;p_vals&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;multinomial&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;p_vals&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;nonzero&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;x1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;x2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Series&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x1&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;x2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;kind&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;hist&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bins&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;$D_1$ biased low, $D_2$ biased high&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;We can see that while the 7 value remains the most likely (as expected), the distribution is not so nicely shaped any more.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Edge Case 2:&lt;/strong&gt; When one die is loaded low, and one is loaded high, we've seen how we can detect them. How about when two die are loaded both low and high? That is, we have the following distribution:&lt;/p&gt;
\begin{align}
\begin{array}{cc}
D_1 = \left\{
\begin{array}{lr}
1 &amp; w.p. 1/3\\
2 &amp; w.p. 1/12\\
3 &amp; w.p. 1/12\\
4 &amp; w.p. 1/12\\
5 &amp; w.p. 1/12\\
6 &amp; w.p. 1/3
\end{array}
\right. &amp;
D_2 = \left\{
\begin{array}{lr}
1 &amp; w.p. 1/3\\
2 &amp; w.p. 1/12\\
3 &amp; w.p. 1/12\\
4 &amp; w.p. 1/12\\
5 &amp; w.p. 1/12\\
6 &amp; w.p. 1/3
\end{array}
\right. \\
\mathbb{E}[D_1] = 3.5 &amp; \mathbb{E}[D_2] = 3.5
\end{array}\\
\mathbb{E}[D_1 + D_2] = 7 = \mathbb{E}[D_{fair} + D_{fair}]
\end{align}&lt;p&gt;We can see even that the expected value of each individual die is the same as the fair die! However, the distribution (if we are doing this correctly) should still be skewed:&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[3]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;d1&lt;/span&gt;
&lt;span class="n"&gt;x1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;x2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Series&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x1&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;x2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;kind&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;hist&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bins&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;$D_1$ and $D_2$ biased to 1 and 6&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
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&lt;p&gt;In a very un-subtle way, we have of course made the values 2 and 12 far more likely.&lt;/p&gt;
&lt;h1 id="Detection-Conclusion"&gt;Detection Conclusion&lt;a class="anchor-link" href="#Detection-Conclusion"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;There are some trivial examples of cheating that are easy to detect: whenever the expected value of the sum of two fair dice deviates from the expected value for the sum of two fair dice, we can immediately conclude that there is cheating at stake.&lt;/p&gt;
&lt;p&gt;The interesting edge cases occur when the expected value of the sum of loaded dice matches the expected value of the sum of fair dice. Considering the above examples (and a couple more I ran through in developing this), we have seen that in every circumstance having two unfair dice leads to a distribution of results different from the fair results.&lt;/p&gt;
&lt;p&gt;We can thus finally state: &lt;strong&gt;just by looking at the distribution of results from this game, we can immediately conclude whether there is cheating.&lt;/strong&gt;&lt;/p&gt;
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&lt;h1 id="Simulated-Annealing"&gt;Simulated Annealing&lt;a class="anchor-link" href="#Simulated-Annealing"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;What we really would like to do though, is see if there is any way to determine how exactly the dice are loaded. This is significantly more complicated, but we can borrow some algorithms from Machine Learning to figure out exactly how to perform this process. I'm using the Simulated Annealing algorithm, and I discuss why this works and why I chose it over some of the alternatives in the &lt;a href="#Justification-of-Simulated-Annealing"&gt;justification&lt;/a&gt;. If you don't care about how I set up the model and just want to see the code, check out &lt;a href="#The-actual-code"&gt;the actual code&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;&lt;a href="https://en.wikipedia.org/wiki/Simulated_annealing"&gt;Simulated Annealing&lt;/a&gt; is a variation of the &lt;a href="https://en.wikipedia.org/wiki/Metropolis%E2%80%93Hastings_algorithm"&gt;Metropolis-Hastings Algorithm&lt;/a&gt;, but the important thing for us is: Simulated Annealing allows us to quickly optimize high-dimensional problems. But what exactly are we trying to optimize? Ideally, we want a function that can tell us whether one distribution for the dice better explains the results than another distribution. This is known as the &lt;strong&gt;likelihood&lt;/strong&gt; function.&lt;/p&gt;
&lt;h2 id="Deriving-the-Likelihood-function"&gt;Deriving the Likelihood function&lt;a class="anchor-link" href="#Deriving-the-Likelihood-function"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;To derive our likelihood function, we want to know: &lt;strong&gt;what is the probability of seeing a specific result given those hidden parameters?&lt;/strong&gt; This is actually a surprisingly difficult problem. While we can do a lot of calculations by hand, we need a more general solution since we will be working with very some interesting die distributions.&lt;/p&gt;
&lt;p&gt;We first note that the sum of two dice can take on 11 different values - 2 through 12. This implies that each individual sum follows a &lt;a href="https://en.wikipedia.org/wiki/Categorical_distribution"&gt;Categorical distribution&lt;/a&gt;. That is:&lt;/p&gt;
\begin{align}
\mathcal{L(x)} = \left\{
\begin{array}{lr}
p_2 &amp; x = 2\\
p_3 &amp; x = 3\\
\ldots &amp; \\
p_{11} &amp; x = 11\\
p_{12} &amp; x = 12
\end{array}
\right.
\end{align}&lt;p&gt;Where each $p_i$ is the probability of seeing that specific result. However, we need to calculate what each probability is! I'll save you the details, but &lt;a href="http://math.stackexchange.com/a/1646360/320784"&gt;this author&lt;/a&gt; explains how to do it.&lt;/p&gt;
&lt;p&gt;Now, we would like to know the likelihood of our entire data-set. This is trivial:&lt;/p&gt;
\begin{align}
\mathcal{L(\mathbf{X})} &amp;= \prod_{i=1}^n L(x)
\end{align}&lt;p&gt;However, it's typically much easier to work with the $\log(\mathcal{L})$ function instead. This is critically important from a computational perspective: when you multiply so many small numbers together (i.e. the product of $L(x)$ terms) the computer suffers from rounding error; if we don't control for this, we will find that no matter the distributions we choose for each die, the "likelihood" will be close to zero because the computer is not precise enough.&lt;/p&gt;
\begin{align}
\log(\mathcal{L}) &amp;= \sum_{i=1}^n \log(L)
\end{align}&lt;h2 id="The-process-of-Simulated-Annealing"&gt;The process of Simulated Annealing&lt;a class="anchor-link" href="#The-process-of-Simulated-Annealing"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;The means by which we optimize our likelihood function is the simulated annealing algorithm. The way it works is as follows:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;p&gt;Start with a random guess for the parameters we are trying to optimize. In our case we are trying to guess the distribution of two dice, and so we "optimize" until we have a distribution that matches the data.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;For each iteration of the algorithm:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;Generate a new "proposed" set of parameters based on the current parameters -
i.e. slightly modify the current parameters to get a new set of parameters.&lt;/li&gt;
&lt;li&gt;Calculate the value of $\log(\mathcal{L})$ for each set of parameters. If the function value for the
proposed parameter set is higher than for the current, automatically switch to the new parameter set
and continue the next iteration.&lt;/li&gt;
&lt;li&gt;Given the new parameter set performs worse, determine a probability of switching to the new parameter set anyways: $\mathcal{P}(p_{current}, p_{proposed})$&lt;/li&gt;
&lt;li&gt;Switch to the new parameter set with probability $\mathcal{P}$. If you fail to switch, begin the next iteration.&lt;/li&gt;
&lt;/ol&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The algorithm is complete after we fail to make a transition $n$ times in a row.&lt;/p&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;If everything goes according to plan, we will have a value that is close to the true distribution of each die.&lt;/p&gt;
&lt;h1 id="The-actual-code"&gt;The actual code&lt;a class="anchor-link" href="#The-actual-code"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;We start by defining the score function. This will tell us how well the proposed die densities actually explain the results.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;polynomial&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;density_coef&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_density&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_density&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# Calculating the probabilities of each outcome was taken&lt;/span&gt;
&lt;span class="c"&gt;# from this author: http://math.stackexchange.com/a/1710392/320784&lt;/span&gt;
&lt;span class="n"&gt;d1_p&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;polynomial&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Polynomial&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_density&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;d2_p&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;polynomial&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Polynomial&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d2_density&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;coefs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_p&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;d2_p&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;coef&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;coefs&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;score&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d1_density&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_density&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# We&amp;#39;ve now got the probabilities of each event, but we need&lt;/span&gt;
&lt;span class="c"&gt;# to shift the array a bit so we can use the x values to actually&lt;/span&gt;
&lt;span class="c"&gt;# index into it. This will allow us to do all the calculations&lt;/span&gt;
&lt;span class="c"&gt;# incredibly quickly&lt;/span&gt;
&lt;span class="n"&gt;coefs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;density_coef&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_density&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_density&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;coefs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hstack&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coefs&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;log&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;coefs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
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&lt;p&gt;Afterward, we need to write something to permute the proposal densities. We make random modifications, and eventually the best one survives.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;permute&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_density&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_density&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# To ensure we have legitimate densities, we will randomly&lt;/span&gt;
&lt;span class="c"&gt;# increase one die face probability by `change`,&lt;/span&gt;
&lt;span class="c"&gt;# and decrease one by `change`.&lt;/span&gt;
&lt;span class="c"&gt;# This means there are something less than (1/`change`)^12 possibilities&lt;/span&gt;
&lt;span class="c"&gt;# we are trying to search over.&lt;/span&gt;
&lt;span class="n"&gt;change&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;01&lt;/span&gt;
&lt;span class="n"&gt;d1_index1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d1_index2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;randint&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;d2_index1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_index2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;randint&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Also make sure to copy. I&amp;#39;ve had some weird aliasing issues&lt;/span&gt;
&lt;span class="c"&gt;# in the past that made everything blow up.&lt;/span&gt;
&lt;span class="n"&gt;new_d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;float64&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;copy&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_density&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;new_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;float64&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;copy&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d2_density&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# While this doesn&amp;#39;t account for the possibility that some&lt;/span&gt;
&lt;span class="c"&gt;# values go negative, in practice this never happens&lt;/span&gt;
&lt;span class="n"&gt;new_d1&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d1_index1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="n"&gt;change&lt;/span&gt;
&lt;span class="n"&gt;new_d1&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d1_index2&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-=&lt;/span&gt; &lt;span class="n"&gt;change&lt;/span&gt;
&lt;span class="n"&gt;new_d2&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d2_index1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="n"&gt;change&lt;/span&gt;
&lt;span class="n"&gt;new_d2&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d2_index2&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-=&lt;/span&gt; &lt;span class="n"&gt;change&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;new_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;new_d2&lt;/span&gt;
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&lt;p&gt;Now we've got the main algorithm code to do. This is what brings all the pieces together.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[7]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;optimize&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;conv_count&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_iter&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="n"&gt;e4&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;switch_failures&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="n"&gt;iter_count&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="c"&gt;# Start with guessing fair dice&lt;/span&gt;
&lt;span class="n"&gt;cur_d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;repeat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;cur_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;repeat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;cur_score&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;score&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cur_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cur_d2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Keep track of our best guesses - may not be&lt;/span&gt;
&lt;span class="c"&gt;# what we end with&lt;/span&gt;
&lt;span class="n"&gt;max_score&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cur_score&lt;/span&gt;
&lt;span class="n"&gt;max_d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cur_d1&lt;/span&gt;
&lt;span class="n"&gt;max_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cur_d2&lt;/span&gt;
&lt;span class="c"&gt;# Optimization stops when we have failed to switch `conv_count`&lt;/span&gt;
&lt;span class="c"&gt;# times (presumably because we have a great guess), or we reach&lt;/span&gt;
&lt;span class="c"&gt;# the maximum number of iterations.&lt;/span&gt;
&lt;span class="k"&gt;while&lt;/span&gt; &lt;span class="n"&gt;switch_failures&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="n"&gt;conv_count&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;iter_count&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="n"&gt;max_iter&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;iter_count&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;iter_count&lt;/span&gt; &lt;span class="o"&gt;%&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max_iter&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Iteration: {}; Current score (higher is better): {}&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;span class="n"&gt;iter_count&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cur_score&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;new_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;new_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;permute&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cur_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cur_d2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;new_score&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;score&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;new_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;new_d2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;new_score&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;max_score&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;max_score&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_score&lt;/span&gt;
&lt;span class="n"&gt;max_d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_d1&lt;/span&gt;
&lt;span class="n"&gt;max_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_d2&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;new_score&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;cur_score&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# If the new permutation beats the old one,&lt;/span&gt;
&lt;span class="c"&gt;# automatically select it.&lt;/span&gt;
&lt;span class="n"&gt;cur_score&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_score&lt;/span&gt;
&lt;span class="n"&gt;cur_d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_d1&lt;/span&gt;
&lt;span class="n"&gt;cur_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_d2&lt;/span&gt;
&lt;span class="n"&gt;switch_failures&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# We didn&amp;#39;t beat the current score, but allow&lt;/span&gt;
&lt;span class="c"&gt;# for possibly switching anyways.&lt;/span&gt;
&lt;span class="n"&gt;accept_prob&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;new_score&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;cur_score&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;coin_toss&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;rand&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;coin_toss&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="n"&gt;accept_prob&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# We randomly switch to the new distribution&lt;/span&gt;
&lt;span class="n"&gt;cur_score&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_score&lt;/span&gt;
&lt;span class="n"&gt;cur_d1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_d1&lt;/span&gt;
&lt;span class="n"&gt;cur_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;new_d2&lt;/span&gt;
&lt;span class="n"&gt;switch_failures&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;switch_failures&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="c"&gt;# Return both our best guess, and the ending guess&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;max_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_d2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cur_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cur_d2&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;p&gt;And now we have finished the hard work!&lt;/p&gt;
&lt;h1 id="Catching-the-Casino"&gt;Catching the Casino&lt;a class="anchor-link" href="#Catching-the-Casino"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Let's go through a couple of scenarios and see if we can catch the casino cheating with some loaded dice. &lt;strong&gt;In every scenario we start with an assumption of fair dice&lt;/strong&gt;, and then try our hand to figure out what the &lt;em&gt;actual&lt;/em&gt; distribution was.&lt;/p&gt;
&lt;h2 id="Attempt-1"&gt;Attempt 1&lt;a class="anchor-link" href="#Attempt-1"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;The casino is using two dice that are both biased low. How well can we recover the distribution?&lt;/p&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[8]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;time&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;simulate_casino&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_dist&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_dist&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;10000&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;d1_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_dist&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;d2_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;unfair_die&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d2_dist&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;perf_counter&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;max_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_d2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;final_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;final_d2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;optimize&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_vals&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;d2_vals&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;perf_counter&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Simulated Annealing time: {:.02f}s&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;coef_range&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;arange&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;13&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;221&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;bar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;coef_range&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;density_coef&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_dist&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d2_dist&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;width&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;True Distribution&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;222&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hist&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d1_vals&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;d2_vals&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bins&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Empirical Distribution&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;subplot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;223&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;bar&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;coef_range&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;density_coef&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;max_d1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;max_d2&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;width&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Recovered Distribution&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;simulate_casino&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Iteration: 1000; Current score (higher is better): -22147.004400281654
Simulated Annealing time: 0.30s
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_png output_subarea "&gt;
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&gt;
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&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h2 id="Attempt-2"&gt;Attempt 2&lt;a class="anchor-link" href="#Attempt-2"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;The casino now uses dice that are both biased towards 1 and 6.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[9]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;simulate_casino&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Simulated Annealing time: 0.08s
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h2 id="Attempt-3"&gt;Attempt 3&lt;a class="anchor-link" href="#Attempt-3"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;The casino will now use one die biased towards 1 and 6, and one die towards 3 and 4.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[10]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;simulate_casino&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Simulated Annealing time: 0.09s
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
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RK5CYII=
"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h2 id="Attempt-4"&gt;Attempt 4&lt;a class="anchor-link" href="#Attempt-4"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;We'll now finally go to a fair casino to make sure that we can still recognize a positive result.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[11]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;simulate_casino&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;repeat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;repeat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Simulated Annealing time: 0.02s
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h2 id="Attempt-5"&gt;Attempt 5&lt;a class="anchor-link" href="#Attempt-5"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;We've so far been working with a large amount of data - 10,000 data points. Can we now scale things back to only 250 throws? We'll start with two dice biased high.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[12]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;simulate_casino&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;250&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
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&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Iteration: 1000; Current score (higher is better): -551.6995384525453
Iteration: 2000; Current score (higher is better): -547.7803673440676
Iteration: 3000; Current score (higher is better): -547.9805613193807
Iteration: 4000; Current score (higher is better): -546.7574874775273
Iteration: 5000; Current score (higher is better): -549.5798007672656
Iteration: 6000; Current score (higher is better): -545.0354060154496
Iteration: 7000; Current score (higher is better): -550.1134504086606
Iteration: 8000; Current score (higher is better): -549.9306537114975
Iteration: 9000; Current score (higher is better): -550.7075182119111
Iteration: 10000; Current score (higher is better): -549.400679551826
Simulated Annealing time: 1.94s
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
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&lt;p&gt;The results are surprisingly good. While the actual optimization process took much longer to finish than in the other examples, we still have a very good guess. As a caveat though: the recovered distribution tends to overfit the data. That is, if the data doesn't fit the underlying distribution well, the model will also fail.&lt;/p&gt;
&lt;h1 id="Conclusion"&gt;Conclusion&lt;a class="anchor-link" href="#Conclusion"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Given the results above, we can see that we have indeed come up with a very good algorithm to determine the distribution of two dice given their results. As a benefit, we have even seen that results come back very quickly; it's not uncommon for the optimization to converge within a tenth of a second.&lt;/p&gt;
&lt;p&gt;Additionally, we have seen that the algorithm can intuit the distribution even when there is not much data. While the final example shows that we can 'overfit' on the dataset, we can still get valuable information from a relatively small dataset.&lt;/p&gt;
&lt;p&gt;We can declare at long last: &lt;strong&gt;the mathematicians have again triumphed over the casino&lt;/strong&gt;.&lt;/p&gt;
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&lt;h1 id="Justification-of-Simulated-Annealing"&gt;Justification of Simulated Annealing&lt;a class="anchor-link" href="#Justification-of-Simulated-Annealing"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;h2 id="Why-Simulated-Annealing?"&gt;Why Simulated Annealing?&lt;a class="anchor-link" href="#Why-Simulated-Annealing?"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;So why even use an algorithm with a fancy title like Simulated Annealing? First of all, because the title is sexy. Second of all, because this is a reasonably complicated problem to try and solve. We have a parameter space where each value $p_{ij} \in (0, 1); i, j \in \{1, \ldots, 6\}$, for a total of 12 different variables we are trying to optimize over. Additionally, given a 12-dimensional function we are trying to optimize, simulated annealing makes sure that we don't fall into a local minimum.&lt;/p&gt;
&lt;h2 id="Why-not-something-else?"&gt;Why not something else?&lt;a class="anchor-link" href="#Why-not-something-else?"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;This is a fair question. There are two classes of algorithms that can also be used to solve this problem: &lt;a href="https://en.wikipedia.org/wiki/Nonlinear_programming"&gt;Non-linear optimization&lt;/a&gt; methods, and the &lt;a href="https://en.wikipedia.org/wiki/Expectation%E2%80%93maximization_algorithm"&gt;EM algorithm&lt;/a&gt;.&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;p&gt;I chose not to use non-linear optimization simply because I'm a bit concerned that it will trap me in a local maximum. Instead of running multiple different optimizations from different starting points, I can just use simulated annealing to take that into account. In addition, throughout the course of testing the simulated annealing code converged &lt;em&gt;incredibly&lt;/em&gt; quickly - far more quickly than any non-linear solver would be able to accomplish.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;&lt;p&gt;The EM Algorithm was originally what I intended to write this blog post with. Indeed, the post was inspired by the &lt;a href="http://web.stanford.edu/class/stats366/hmmR2.html"&gt;crooked casino&lt;/a&gt; example which uses the EM algorithm to solve it. However, after modeling the likelihood function I realized that the algebra would very quickly get out of hand. Trying to compute all the polynomial terms would not be fun, which would be needed to actually optimize for each parameter. So while the EM algorithm would likely be much faster in raw speed terms, the amount of time needed to program and verify it meant that I was far better off using a different method for optimization.&lt;/p&gt;
&lt;/li&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="casino"></category><category term="probability"></category><category term="em"></category><category term="machine learning"></category><category term="simulated annealing"></category></entry><entry><title>Tick Tock...</title><link href="https://bspeice.github.io/tick-tock.html" rel="alternate"></link><updated>2016-04-06T00:00:00-04:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-04-06:tick-tock.html</id><summary type="html">&lt;p&gt;
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&lt;p&gt;If all we have is a finite number of heartbeats left, what about me?&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;Warning: this one is a bit creepier. But that's what you get when you come up with data science ideas as you're drifting off to sleep.&lt;/p&gt;
&lt;h1 id="2.5-Billion"&gt;2.5 Billion&lt;a class="anchor-link" href="#2.5-Billion"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;If &lt;a href="http://www.pbs.org/wgbh/nova/heart/heartfacts.html"&gt;PBS&lt;/a&gt; is right, that's the total number of heartbeats we get. Approximately once every second that number goes down, and down, and down again...&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;total_heartbeats&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;2500000000&lt;/span&gt;
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&lt;p&gt;I got a Fitbit this past Christmas season, mostly because I was interested in the data and trying to work on some data science projects with it. This is going to be the first project, but there will likely be more (and not nearly as morbid). My idea was: If this is the final number that I'm running up against, how far have I come, and how far am I likely to go? I've currently had about 3 months' time to estimate what my data will look like, so let's go ahead and see: given a lifetime 2.5 billion heart beats, how much time do I have left?&lt;/p&gt;
&lt;h1 id="Statistical-Considerations"&gt;Statistical Considerations&lt;a class="anchor-link" href="#Statistical-Considerations"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Since I'm starting to work with health data, there are a few considerations I think are important before I start digging through my data.&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;The concept of 2.5 billion as an agreed-upon number is tenuous at best. I've seen anywhere from &lt;a href="http://gizmodo.com/5982977/how-many-heartbeats-does-each-species-get-in-a-lifetime"&gt;2.21 billion&lt;/a&gt; to &lt;a href="http://wonderopolis.org/wonder/how-many-times-does-your-heart-beat-in-a-lifetime/"&gt;3.4 billion&lt;/a&gt; so even if I knew exactly how many times my heart had beaten so far, the ending result is suspect at best. I'm using 2.5 billion because that seems to be about the midpoint of the estimates I've seen so far.&lt;/li&gt;
&lt;li&gt;Most of the numbers I've seen so far are based on extrapolating number of heart beats from life expectancy. As life expectancy goes up, the number of expected heart beats goes up too.&lt;/li&gt;
&lt;li&gt;My estimation of the number of heartbeats in my life so far is based on 3 months worth of data, and I'm extrapolating an entire lifetime based on this.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;So while the ending number is &lt;strong&gt;not useful in any medical context&lt;/strong&gt;, it is still an interesting project to work with the data I have on hand.&lt;/p&gt;
&lt;h1 id="Getting-the-data"&gt;Getting the data&lt;a class="anchor-link" href="#Getting-the-data"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;&lt;a href="https://www.fitbit.com/"&gt;Fitbit&lt;/a&gt; has an &lt;a href="https://dev.fitbit.com/"&gt;API available&lt;/a&gt; for people to pull their personal data off the system. It requires registering an application, authentication with OAuth, and some other complicated things. &lt;strong&gt;If you're not interested in how I fetch the data, skip &lt;a href="#Wild-Extrapolations-from-Small-Data"&gt;here&lt;/a&gt;&lt;/strong&gt;.&lt;/p&gt;
&lt;h2 id="Registering-an-application"&gt;Registering an application&lt;a class="anchor-link" href="#Registering-an-application"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;I've already &lt;a href="https://dev.fitbit.com/apps/new"&gt;registered a personal application&lt;/a&gt; with Fitbit, so I can go ahead and retrieve things like the client secret from a file.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# Import all the OAuth secret information from a local file&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;secrets&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;CLIENT_SECRET&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;CLIENT_ID&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;CALLBACK_URL&lt;/span&gt;
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&lt;h2 id="Handling-OAuth-2"&gt;Handling OAuth 2&lt;a class="anchor-link" href="#Handling-OAuth-2"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;So, all the people that know what OAuth 2 is know what's coming next. For those who don't: OAuth is how people allow applications to access other data without having to know your password. Essentially the dialog goes like this:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;Application: I've got a user here who wants to use my application, but I need their data.
Fitbit: OK, what data do you need access to, and for how long?
Application: I need all of these scopes, and for this amount of time.
Fitbit: OK, let me check with the user to make sure they really want to do this.
Fitbit: User, do you really want to let this application have your data?
User: I do! And to prove it, here's my password.
Fitbit: OK, everything checks out. I'll let the application access your data.
Fitbit: Application, you can access the user's data. Use this special value whenever you need to request data from me.
Application: Thank you, now give me all the data.&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;Effectively, this allows an application to gain access to a user's data without ever needing to know the user's password. That way, even if the other application is hacked, the user's original data remains safe. Plus, the user can let the data service know to stop providing the application access any time they want. All in all, very secure.&lt;/p&gt;
&lt;p&gt;It does make handling small requests a bit challenging, but I'll go through the steps here. We'll be using the &lt;a href="https://dev.fitbit.com/docs/oauth2/"&gt;Implicit Grant&lt;/a&gt; workflow, as it requires fewer steps in processing.&lt;/p&gt;
&lt;p&gt;First, we need to set up the URL the user would visit to authenticate:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;urllib&lt;/span&gt;
&lt;span class="n"&gt;FITBIT_URI&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;https://www.fitbit.com/oauth2/authorize&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;params&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;span class="c"&gt;# If we need more than one scope, must be a CSV string&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;scope&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;heartrate&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;response_type&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;token&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;expires_in&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;86400&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="c"&gt;# 1 day&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;redirect_uri&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;CALLBACK_URL&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;client_id&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;CLIENT_ID&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;request_url&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;FITBIT_URI&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;?&amp;#39;&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;urllib&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;urlencode&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;params&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;p&gt;Now, here you would print out the request URL, go visit it, and get the full URL that it sends you back to. Because that is very sensitive information (specifically containing my &lt;code&gt;CLIENT_ID&lt;/code&gt; that I'd really rather not share on the internet), I've skipped that step in the code here, but it happens in the background.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# The `response_url` variable contains the full URL that&lt;/span&gt;
&lt;span class="c"&gt;# FitBit sent back to us, but most importantly,&lt;/span&gt;
&lt;span class="c"&gt;# contains the token we need for authorization.&lt;/span&gt;
&lt;span class="n"&gt;access_token&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;urllib&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;parse_qsl&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;response_url&lt;/span&gt;&lt;span class="p"&gt;))[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;access_token&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
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&lt;h2 id="Requesting-the-data"&gt;Requesting the data&lt;a class="anchor-link" href="#Requesting-the-data"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Now that we've actually set up our access via the &lt;code&gt;access_token&lt;/code&gt;, it's time to get the actual &lt;a href="https://dev.fitbit.com/docs/heart-rate/"&gt;heart rate data&lt;/a&gt;. I'll be using data from January 1, 2016 through March 31, 2016, and extrapolating wildly from that.&lt;/p&gt;
&lt;p&gt;Fitbit only lets us fetch intraday data one day at a time, so I'll create a date range using pandas and iterate through that to pull down all the data.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;requests_oauthlib&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;OAuth2Session&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="n"&gt;session&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;OAuth2Session&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;token&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;access_token&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;access_token&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;token_type&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;Bearer&amp;#39;&lt;/span&gt;
&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="n"&gt;format_str&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;%Y-%m-%d&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;start_date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;end_date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;31&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;dr&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;date_range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;end_date&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;url&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;https://api.fitbit.com/1/user/-/activities/heart/date/{0}/1d/1min.json&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;hr_responses&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;session&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;url&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;format_str&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;d&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;dr&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;record_to_df&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;record&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;activities-heart&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;record&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="k"&gt;None&lt;/span&gt;
&lt;span class="n"&gt;date_str&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;record&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;activities-heart&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;dateTime&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;record&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;activities-heart-intraday&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;dataset&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;df&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;time&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strptime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date_str&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="s"&gt;&amp;#39; &amp;#39;&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;%Y-%m-%d %H:%M:%S&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;df&lt;/span&gt;
&lt;span class="n"&gt;hr_dataframes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;record_to_df&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;record&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;json&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;record&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;hr_responses&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;hr_df_concat&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;concat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hr_dataframes&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# There are some minutes with missing data, so we need to correct that&lt;/span&gt;
&lt;span class="n"&gt;full_daterange&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;date_range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hr_df_concat&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;hr_df_concat&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;min&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;hr_df_full&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hr_df_concat&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;reindex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;full_daterange&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;method&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;nearest&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Heartbeats from {} to {}: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;value&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()))&lt;/span&gt;
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&lt;pre&gt;Heartbeats from 2016-01-01 00:00:00 to 2016-03-31 23:59:00: 8139060
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&lt;p&gt;And now we've retrieved all the available heart rate data for January 1&lt;sup&gt;st&lt;/sup&gt; through March 31&lt;sup&gt;st&lt;/sup&gt;! Let's get to the actual analysis.&lt;/p&gt;
&lt;h1 id="Wild-Extrapolations-from-Small-Data"&gt;Wild Extrapolations from Small Data&lt;a class="anchor-link" href="#Wild-Extrapolations-from-Small-Data"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;A fundamental issue of this data is that it's pretty small. I'm using 3 months of data to make predictions about my entire life. But, purely as an exercise, I'll move forward.&lt;/p&gt;
&lt;h2 id="How-many-heartbeats-so-far?"&gt;How many heartbeats so far?&lt;a class="anchor-link" href="#How-many-heartbeats-so-far?"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;The first step is figuring out how many of the 2.5 billion heartbeats I've used so far. We're going to try and work backward from the present day to when I was born to get that number. The easy part comes first: going back to January 1&lt;sup&gt;st&lt;/sup&gt;, 1992. That's because I can generalize how many 3-month increments there were between now and then, account for leap years, and call that section done.&lt;/p&gt;
&lt;p&gt;Between January 1992 and January 2016 there were 96 quarters, and 6 leap days. The number we're looking for is:&lt;/p&gt;
\begin{equation}
hr_q \cdot n - hr_d \cdot (n-m)
\end{equation}&lt;ul&gt;
&lt;li&gt;$hr_q$: Number of heartbeats per quarter&lt;/li&gt;
&lt;li&gt;$hr_d$: Number of heartbeats on leap day&lt;/li&gt;
&lt;li&gt;$n$: Number of quarters, in this case 96&lt;/li&gt;
&lt;li&gt;$m$: Number of leap days, in this case 6&lt;/li&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;quarterly_count&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;value&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;leap_day_count&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;29&lt;/span&gt;&lt;span class="p"&gt;)][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;value&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;num_quarters&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;96&lt;/span&gt;
&lt;span class="n"&gt;leap_days&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;
&lt;span class="n"&gt;jan_92_jan_16&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;quarterly_count&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;num_quarters&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;leap_day_count&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;num_quarters&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;leap_days&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;jan_92_jan_16&lt;/span&gt;
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&lt;pre&gt;773609400&lt;/pre&gt;
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&lt;p&gt;So between January 1992 and January 2016 I've used $\approx$ 774 million heartbeats. Now, I need to go back to my exact birthday. I'm going to first find on average how many heartbeats I use in a minute, and multiply that by the number of minutes between my birthday and January 1992.&lt;/p&gt;
&lt;p&gt;For privacy purposes I'll put the code here that I'm using, but without any identifying information:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;minute_mean&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;value&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="c"&gt;# Don&amp;#39;t you wish you knew?&lt;/span&gt;
&lt;span class="c"&gt;# birthday_minutes = ???&lt;/span&gt;
&lt;span class="n"&gt;birthday_heartbeats&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;birthday_minutes&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;minute_mean&lt;/span&gt;
&lt;span class="n"&gt;heartbeats_until_2016&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;int&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;birthday_heartbeats&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;jan_92_jan_16&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;remaining_2016&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;total_heartbeats&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;heartbeats_until_2016&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Heartbeats so far: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;heartbeats_until_2016&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Remaining heartbeats: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;remaining_2016&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;Heartbeats so far: 775804660
Remaining heartbeats: 1724195340
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&lt;p&gt;It would appear that my heart has beaten 775,804,660 times between my moment of birth and January 1&lt;sup&gt;st&lt;/sup&gt; 2016, and that I have 1.72 billion left.&lt;/p&gt;
&lt;h2 id="How-many-heartbeats-longer?"&gt;How many heartbeats longer?&lt;a class="anchor-link" href="#How-many-heartbeats-longer?"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Now comes the tricky bit. I know how many heart beats I've used so far, and how many I have remaining, so I'd like to come up with a (relatively) accurate estimate of when exactly my heart should give out. We'll do this in a few steps, increasing in granularity.&lt;/p&gt;
&lt;p&gt;First step, how many heartbeats do I use in a 4-year period? I have data for a single quarter including leap day, so I want to know:&lt;/p&gt;
\begin{equation}
hr_q \cdot n - hr_d \cdot (n - m)
\end{equation}&lt;ul&gt;
&lt;li&gt;$hr_q$: Heartbeats per quarter&lt;/li&gt;
&lt;li&gt;$hr_d$: Heartbeats per leap day&lt;/li&gt;
&lt;li&gt;$n$: Number of quarters = 16&lt;/li&gt;
&lt;li&gt;$m$: Number of leap days = 1&lt;/li&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;heartbeats_4year&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;quarterly_count&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;16&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;leap_day_count&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;16&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;heartbeats_4year&lt;/span&gt;
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&lt;p&gt;Now, I can fast forward from 2016 the number of periods of 4 years I have left.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;four_year_periods&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;remaining_2016&lt;/span&gt; &lt;span class="o"&gt;//&lt;/span&gt; &lt;span class="n"&gt;heartbeats_4year&lt;/span&gt;
&lt;span class="n"&gt;remaining_4y&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;remaining_2016&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;four_year_periods&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;heartbeats_4year&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Four year periods remaining: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;four_year_periods&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Remaining heartbeats after 4 year periods: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;remaining_4y&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;Four year periods remaining: 13
Remaining heartbeats after 4 year periods: 48041640
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&lt;p&gt;Given that there are 13 four-year periods left, I can move from 2016 all the way to 2068, and find that I will have 48 million heart beats left. Let's drop down to figuring out how many quarters that is. I know that 2068 will have a leap day (unless someone finally decides to get rid of them), so I'll subtract that out first. Then, I'm left to figure out how many quarters exactly are left.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;remaining_leap&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;remaining_4y&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;leap_day_count&lt;/span&gt;
&lt;span class="c"&gt;# Ignore leap day in the data set&lt;/span&gt;
&lt;span class="n"&gt;heartbeats_quarter&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hr_df_full&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="mi"&gt;29&lt;/span&gt;&lt;span class="p"&gt;)][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;value&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;quarters_left&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;remaining_leap&lt;/span&gt; &lt;span class="o"&gt;//&lt;/span&gt; &lt;span class="n"&gt;heartbeats_quarter&lt;/span&gt;
&lt;span class="n"&gt;remaining_year&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;remaining_leap&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;quarters_left&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;heartbeats_quarter&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Quarters left starting 2068: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;quarters_left&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Remaining heartbeats after that: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;remaining_year&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;Quarters left starting 2068: 8
Remaining heartbeats after that: 4760716
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&lt;p&gt;So, that analysis gets me through until January 1&lt;sup&gt;st&lt;/sup&gt; 2070. Final step, using that minute estimate to figure out how many minutes past that I'm predicted to have:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;
&lt;span class="n"&gt;base&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2070&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;minutes_left&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;remaining_year&lt;/span&gt; &lt;span class="o"&gt;//&lt;/span&gt; &lt;span class="n"&gt;minute_mean&lt;/span&gt;
&lt;span class="n"&gt;kaput&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;minutes&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;minutes_left&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;base&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;kaput&lt;/span&gt;
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&lt;pre&gt;datetime.datetime(2070, 2, 23, 5, 28)&lt;/pre&gt;
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&lt;p&gt;According to this, I've got until February 23&lt;sup&gt;rd&lt;/sup&gt;, 2070 at 5:28 PM in the evening before my heart gives out.&lt;/p&gt;
&lt;h1 id="Summary"&gt;Summary&lt;a class="anchor-link" href="#Summary"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Well, that's kind of a creepy date to know. As I said at the top though, &lt;strong&gt;this number is totally useless in any medical context&lt;/strong&gt;. It ignores the rate at which we continue to get better at making people live longer, and is extrapolating from 3 months' worth of data the rest of my life. Additionally, throughout my time developing this post I made many minor mistakes. I think they're all fixed now, but it's easy to mix a number up here or there and the analysis gets thrown off by a couple years.&lt;/p&gt;
&lt;p&gt;Even still, I think philosophically humans have a desire to know how much time we have left in the world. &lt;a href="https://www.biblegateway.com/passage/?search=psalm+144&amp;amp;version=ESV"&gt;Man is but a breath&lt;/a&gt;, and it's scary to think just how quickly that date may be coming up. This analysis asks an important question though: what are you going to do with the time you have left?&lt;/p&gt;
&lt;p&gt;Thanks for sticking with me on this one, I promise it will be much less depressing next time!&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="fitbit"></category><category term="heartrate"></category></entry><entry><title>Tweet Like Me</title><link href="https://bspeice.github.io/tweet-like-me.html" rel="alternate"></link><updated>2016-03-28T00:00:00-04:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-03-28:tweet-like-me.html</id><summary type="html">&lt;p&gt;
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&lt;p&gt;An experiment in creating a robot that will imitate me on Twitter.&lt;/p&gt;
&lt;hr&gt;
&lt;p&gt;So, I'm taking a Machine Learning course this semester in school, and one of the topics we keep coming back to is natural language processing and the 'bag of words' data structure. That is, given a sentence:&lt;/p&gt;
&lt;p&gt;&lt;code&gt;How much wood would a woodchuck chuck if a woodchuck could chuck wood?&lt;/code&gt;&lt;/p&gt;
&lt;p&gt;We can represent that sentence as the following list:&lt;/p&gt;
&lt;p&gt;&lt;code&gt;{
How: 1
much: 1
wood: 2
would: 2
a: 2
woodchuck: 2
chuck: 2
if: 1
}&lt;/code&gt;&lt;/p&gt;
&lt;p&gt;Ignoring &lt;em&gt;where&lt;/em&gt; the words happened, we're just interested in how &lt;em&gt;often&lt;/em&gt; the words occurred. That got me thinking: I wonder what would happen if I built a robot that just imitated how often I said things? It's dangerous territory when computer scientists ask "what if," but I got curious enough I wanted to follow through.&lt;/p&gt;
&lt;h2 id="The-Objective"&gt;The Objective&lt;a class="anchor-link" href="#The-Objective"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Given an input list of Tweets, build up the following things:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;The distribution of starting words; since there are no "prior" words to go from, we need to treat this as a special case.&lt;/li&gt;
&lt;li&gt;The distribution of words given a previous word; for example, every time I use the word &lt;code&gt;woodchuck&lt;/code&gt; in the example sentence, there is a 50% chance it is followed by &lt;code&gt;chuck&lt;/code&gt; and a 50% chance it is followed by &lt;code&gt;could&lt;/code&gt;. I need this distribution for all words.&lt;/li&gt;
&lt;li&gt;The distribution of quantity of hashtags; Do I most often use just one? Two? Do they follow something like a Poisson distribution?&lt;/li&gt;
&lt;li&gt;Distribution of hashtags; Given a number of hashtags, what is the actual content? I'll treat hashtags as separate from the content of a tweet.&lt;/li&gt;
&lt;/ol&gt;
&lt;h2 id="The-Data"&gt;The Data&lt;a class="anchor-link" href="#The-Data"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;I'm using as input my tweet history. I don't really use Twitter anymore, but it seems like a fun use of the dataset. I'd like to eventually build this to a point where I can imitate anyone on Twitter using their last 100 tweets or so, but I'll start with this as example code.&lt;/p&gt;
&lt;h2 id="The-Algorithm"&gt;The Algorithm&lt;a class="anchor-link" href="#The-Algorithm"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;I'll be using the &lt;a href="http://www.nltk.org/"&gt;NLTK&lt;/a&gt; library for doing a lot of the heavy lifting. First, let's import the data:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="n"&gt;tweets&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_csv&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;tweets.csv&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;text&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;tweets&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;text&lt;/span&gt;
&lt;span class="c"&gt;# Don&amp;#39;t include tweets in reply to or mentioning people&lt;/span&gt;
&lt;span class="n"&gt;replies&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;text&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;str&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;contains&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;@&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;text_norep&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;text&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;~&lt;/span&gt;&lt;span class="n"&gt;replies&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
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&lt;p&gt;And now that we've got data, let's start crunching. First, tokenize and build out the distribution of first word:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;nltk.tokenize&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;TweetTokenizer&lt;/span&gt;
&lt;span class="n"&gt;tknzr&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;TweetTokenizer&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;tokens&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;text_norep&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tknzr&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;tokenize&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;first_words&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;tokens&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;first_words_alpha&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;first_words&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;first_words&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;str&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;isalpha&lt;/span&gt;&lt;span class="p"&gt;()]&lt;/span&gt;
&lt;span class="n"&gt;first_word_dist&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;first_words_alpha&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;value_counts&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first_words_alpha&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;p&gt;Next, we need to build out the conditional distributions. That is, what is the probability of the next word given the current word is $X$? This one is a bit more involved. First, find all unique words, and then find what words proceed them. This can probably be done in a more efficient manner than I'm currently doing here, but we'll ignore that for the moment.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;functools&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;reduce&lt;/span&gt;
&lt;span class="c"&gt;# Get all possible words&lt;/span&gt;
&lt;span class="n"&gt;all_words&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;reduce&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;tokens&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[])&lt;/span&gt;
&lt;span class="n"&gt;unique_words&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;set&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;all_words&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;actual_words&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;set&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;.&amp;#39;&lt;/span&gt; &lt;span class="k"&gt;else&lt;/span&gt; &lt;span class="k"&gt;None&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;unique_words&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;word_dist&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;word&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;iter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;actual_words&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;indices&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;j&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;enumerate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;all_words&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;j&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="n"&gt;word&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;proceeding&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;all_words&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;indices&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;word&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;proceeding&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="cell border-box-sizing text_cell rendered"&gt;
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&lt;p&gt;Now that we've got the tweet analysis done, it's time for the fun part: hashtags! Let's count how many hashtags are in each tweet, I want to get a sense of the distribution.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[4]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.pyplot&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;plt&lt;/span&gt;
&lt;span class="o"&gt;%&lt;/span&gt;&lt;span class="k"&gt;matplotlib&lt;/span&gt; inline
&lt;span class="n"&gt;hashtags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;text_norep&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;str&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;count&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;#&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;bins&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;unique&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;max&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;kind&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;hist&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bins&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;bins&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt output_prompt"&gt;Out[4]:&lt;/div&gt;
&lt;div class="output_text output_subarea output_execute_result"&gt;
&lt;pre&gt;&amp;lt;matplotlib.axes._subplots.AxesSubplot at 0x18e59dc28d0&amp;gt;&lt;/pre&gt;
&lt;/div&gt;
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AElFTkSuQmCC
"
&gt;
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&lt;p&gt;That looks like a Poisson distribution, kind of as I expected. I'm guessing my number of hashtags per tweet is $\sim Poi(1)$, but let's actually find the &lt;a href="https://en.wikipedia.org/wiki/Poisson_distribution#Maximum_likelihood"&gt;most likely estimator&lt;/a&gt; which in this case is just $\bar{\lambda}$:&lt;/p&gt;
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&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[5]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;mle&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;mle&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt output_prompt"&gt;Out[5]:&lt;/div&gt;
&lt;div class="output_text output_subarea output_execute_result"&gt;
&lt;pre&gt;0.870236869207003&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="prompt input_prompt"&gt;
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&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;Pretty close! So we can now simulate how many hashtags are in a tweet. Let's also find what hashtags are actually used:&lt;/p&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[6]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;hashtags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;all_words&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;#&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;n_hashtags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;unique_hashtags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;set&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;unique_words&lt;/span&gt; &lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;#&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
&lt;span class="n"&gt;hashtag_dist&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;hashtags&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;unique_hashtags&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;prob&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;all_words&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;count&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;h&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;n_hashtags&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;h&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;unique_hashtags&lt;/span&gt;&lt;span class="p"&gt;]})&lt;/span&gt;
&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashtag_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;pre&gt;603&lt;/pre&gt;
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&lt;p&gt;Turns out I have used 603 different hashtags during my time on Twitter. That means I was using a unique hashtag for about every third tweet.&lt;/p&gt;
&lt;p&gt;In better news though, we now have all the data we need to go about actually constructing tweets! The process will happen in a few steps:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;Randomly select what the first word will be.&lt;/li&gt;
&lt;li&gt;Randomly select the number of hashtags for this tweet, and then select the actual hashtags.&lt;/li&gt;
&lt;li&gt;Fill in the remaining space of 140 characters with random words taken from my tweets.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;And hopefully, we won't have anything too crazy come out the other end. The way we do the selection follows a &lt;a href="https://en.wikipedia.org/wiki/Multinomial_distribution"&gt;Multinomial Distribution&lt;/a&gt;: given a lot of different values with specific probability, pick one. Let's give a quick example:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;x: .33
y: .5
z: .17&lt;/code&gt;&lt;/pre&gt;
&lt;p&gt;That is, I pick &lt;code&gt;x&lt;/code&gt; with probability 33%, &lt;code&gt;y&lt;/code&gt; with probability 50%, and so on. In context of our sentence construction, I've built out the probabilities of specific words already - now I just need to simulate that distribution. Time for the engine to actually be developed!&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[7]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;multinom_sim&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;vals&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;probs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;occurrences&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;multinomial&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;probs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;results&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;occurrences&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;vals&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="s"&gt;&amp;#39; &amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;join&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;results&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;results&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;sim_n_hashtags&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashtag_freq&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;random&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;poisson&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashtag_freq&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;sim_hashtags&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtag_dist&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;multinom_sim&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtag_dist&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtag_dist&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;prob&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;sim_first_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first_word_dist&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;probs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;float64&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first_word_dist&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;multinom_sim&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;first_word_dist&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;reset_index&lt;/span&gt;&lt;span class="p"&gt;()[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;index&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;probs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;sim_next_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;current&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dist&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Series&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;current&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;probs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ones&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dist&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;multinom_sim&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;dist&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;probs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;h2 id="Pulling-it-all-together"&gt;Pulling it all together&lt;a class="anchor-link" href="#Pulling-it-all-together"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;I've now built out all the code I need to actually simulate a sentence written by me. Let's try doing an example with five words and a single hashtag:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;first&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_first_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first_word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;second&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_next_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;third&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_next_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;second&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;fourth&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_next_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;third&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;fifth&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_next_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;fourth&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;hashtag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_hashtags&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtag_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39; &amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;join&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;first&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;second&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;third&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fourth&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fifth&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtag&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;&amp;#39;My first all-nighter of friends #oldschool&amp;#39;&lt;/pre&gt;
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&lt;p&gt;Let's go ahead and put everything together! We're going to simulate a first word, simulate the hashtags, and then simulate to fill the gap until we've either taken up all the space or reached a period.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;simulate_tweet&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="n"&gt;chars_remaining&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;140&lt;/span&gt;
&lt;span class="n"&gt;first&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_first_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first_word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;n_hash&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_n_hashtags&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;mle&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;hashtags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_hashtags&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n_hash&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtag_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;chars_remaining&lt;/span&gt; &lt;span class="o"&gt;-=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;first&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;tweet&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;first&lt;/span&gt;
&lt;span class="n"&gt;current&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;first&lt;/span&gt;
&lt;span class="k"&gt;while&lt;/span&gt; &lt;span class="n"&gt;chars_remaining&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;current&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;.&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;current&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;!=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;!&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;current&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_next_word&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;current&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;word_dist&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;tweet&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39; &amp;#39;&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;current&lt;/span&gt;
&lt;span class="n"&gt;tweet&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;[:&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="s"&gt;&amp;#39; &amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;join&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;tweet&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;hashtags&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strip&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
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&lt;h2 id="The-results"&gt;The results&lt;a class="anchor-link" href="#The-results"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;And now for something completely different: twenty random tweets dreamed up by my computer and my Twitter data. Here you go:&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;20&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
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&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
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&lt;pre&gt;Also , I&amp;#39;m at 8 this morning. #thursdaysgohard #ornot
Turns out of us breathe the code will want to my undergraduate career is becoming more night trying ? Religion is now as a chane #HYPE
You know what recursion is to review the UNCC. #ornot
There are really sore 3 bonfires in my first writing the library ground floor if awesome. #realtalk #impressed
So we can make it out there&amp;#39;s nothing but I&amp;#39;m not let us so hot I could think I may be good. #SwingDance
Happy Christmas , at Harris Teeter to be be godly or Roman Catholic ). #4b392b#4b392b #Isaiah26
For context , I in the most decisive factor of the same for homework. #accomplishment
Freaking done. #loveyouall
New blog post : Don&amp;#39;t jump in a quiz in with a knife fight. #haskell #earlybirthday
God shows me legitimately want to get some food and one day.
Stormed the queen city. #mindblown
The day of a cold at least outside right before the semester ..
Finished with the way back. #winners
Waking up , OJ , I feel like Nick Jonas today.
First draft of so hard drive. #humansvszombies
Eric Whitacre is the wise creation.
Ethics paper first , music in close to everyone who just be posting up with my sin , and Jerry Springr #TheLittleThings
Love that you know enough time I&amp;#39;ve eaten at 8 PM. #deepthoughts #stillblownaway
Lead. #ThinkingTooMuch #Christmas
Aamazing conference when you married #DepartmentOfRedundancyDepartment Yep , but there&amp;#39;s a legitimate challenge.
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&lt;p&gt;...Which all ended up being a whole lot more nonsensical than I had hoped for. There are some good ones, so I'll call that an accomplishment! I was banking on grammar not being an issue: since my tweets use impeccable grammar, the program modeled off them should have pretty good grammar as well. There are going to be some hilarious edge cases (I'm looking at you, &lt;code&gt;Ethics paper first, music in close to everyone&lt;/code&gt;) that make no sense, and some hilarious edge cases (&lt;code&gt;Waking up, OJ, I feel like Nick Jonas today&lt;/code&gt;) that make me feel like I should have a Twitter rap career. On the whole though, the structure came out alright.&lt;/p&gt;
&lt;h2 id="Moving-on-from-here"&gt;Moving on from here&lt;a class="anchor-link" href="#Moving-on-from-here"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;During class we also talked about an interesting idea: trying to analyze corporate documents and corporate speech. I'd be interested to know what this analysis applied to something like a couple of bank press releases could do. By any means, the code needs some work to clean it up before I get that far.&lt;/p&gt;
&lt;h2 id="For-further-reading"&gt;For further reading&lt;a class="anchor-link" href="#For-further-reading"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;I'm pretty confident I re-invented a couple wheels along the way - what I'm doing feels a lot like what &lt;a href="https://en.wikipedia.org/wiki/Markov_chain_Monte_Carlo"&gt;Markov Chain Monte Carlo&lt;/a&gt; is intended to do. But I've never worked explicitly with that before, so more research is needed.&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="twitter"></category><category term="MCMC"></category></entry><entry><title>Predicting Santander Customer Happiness</title><link href="https://bspeice.github.io/predicting-santander-customer-happiness.html" rel="alternate"></link><updated>2016-03-05T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-03-05:predicting-santander-customer-happiness.html</id><summary type="html">&lt;p&gt;
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&lt;h3 id="My-first-Kaggle-competition"&gt;My first Kaggle competition&lt;a class="anchor-link" href="#My-first-Kaggle-competition"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;It's time! After embarking on a Machine Learning class this semester, and with a Saturday in which I don't have much planned, I wanted to put this class and training to work. It's my first competition submission. I want to walk you guys through how I'm approaching this problem, because I thought it would be really neat. The competition is Banco Santander's &lt;a href="https://www.kaggle.com/c/santander-customer-satisfaction"&gt;Santander Customer Satisfaction&lt;/a&gt; competition. It seemed like an easy enough problem I could actually make decent progress on it.&lt;/p&gt;
&lt;h1 id="Data-Exploration"&gt;Data Exploration&lt;a class="anchor-link" href="#Data-Exploration"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;First up: we need to load our data and do some exploratory work. Because we're going to be using this data for model selection prior to testing, we need to make a further split. I've already gone ahead and done this work, please see the code in the &lt;a href="#Appendix"&gt;appendix below&lt;/a&gt;.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.pyplot&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;plt&lt;/span&gt;
&lt;span class="o"&gt;%&lt;/span&gt;&lt;span class="k"&gt;matplotlib&lt;/span&gt; inline
&lt;span class="c"&gt;# Record how long it takes to run the notebook - I&amp;#39;m curious.&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;dataset&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_csv&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;split_train.csv&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;dataset&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;dataset&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ID&lt;/span&gt;
&lt;span class="n"&gt;X&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;dataset&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;drop&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;TARGET&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;ID&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;ID.1&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;dataset&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;TARGET&lt;/span&gt;
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&lt;p&gt;Okay, so there are only &lt;a href="https://www.kaggle.com/c/santander-customer-satisfaction/data"&gt;two classes we're predicting&lt;/a&gt;: 1 for unsatisfied customers, 0 for satisfied customers. I would have preferred this to be something more like a regression, or predicting multiple classes: maybe the customer isn't the most happy, but is nowhere near closing their accounts. For now though, that's just the data we're working with.&lt;/p&gt;
&lt;p&gt;Now, I'd like to make a scatter matrix of everything going on. Unfortunately as noted above, we have 369 different features. There's no way I can graphically make sense of that much data to start with.&lt;/p&gt;
&lt;p&gt;We're also not told what the data actually represents: Are these survey results? Average time between contact with a customer care person? Frequency of contacting a customer care person? The idea is that I need to reduce the number of dimensions we're predicting across.&lt;/p&gt;
&lt;h2 id="Dimensionality-Reduction-pt.-1---Binary-Classifiers"&gt;Dimensionality Reduction pt. 1 - Binary Classifiers&lt;a class="anchor-link" href="#Dimensionality-Reduction-pt.-1---Binary-Classifiers"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;My first attempt to reduce the data dimensionality is to find all the binary classifiers in the dataset (i.e. 0 or 1 values) and see if any of those are good (or anti-good) predictors of the final data.&lt;/p&gt;
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&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;c&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;unique&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;b_class&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;c&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;p&gt;So there are 111 features in the dataset that are a binary label. Let's see if any of them are good at predicting the users satisfaction!&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# First we need to `binarize` the data to 0-1; some of the labels are {0, 1},&lt;/span&gt;
&lt;span class="c"&gt;# some are {0, 3}, etc.&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;sklearn.preprocessing&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;binarize&lt;/span&gt;
&lt;span class="n"&gt;X_bin&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;binarize&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;b_class&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;accuracy&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X_bin&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;b_class&lt;/span&gt;&lt;span class="p"&gt;))]&lt;/span&gt;
&lt;span class="n"&gt;acc_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Accuracy&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;accuracy&lt;/span&gt;&lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;b_class&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;acc_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;describe&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
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&lt;table border="1" class="dataframe"&gt;
&lt;thead&gt;
&lt;tr style="text-align: right;"&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;Accuracy&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;th&gt;count&lt;/th&gt;
&lt;td&gt;111.000000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;mean&lt;/th&gt;
&lt;td&gt;0.905159&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;std&lt;/th&gt;
&lt;td&gt;0.180602&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;min&lt;/th&gt;
&lt;td&gt;0.043598&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;25%&lt;/th&gt;
&lt;td&gt;0.937329&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;50%&lt;/th&gt;
&lt;td&gt;0.959372&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;75%&lt;/th&gt;
&lt;td&gt;0.960837&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;th&gt;max&lt;/th&gt;
&lt;td&gt;0.960837&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;/div&gt;
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&lt;p&gt;Wow! Looks like we've got some incredibly predictive features! So much so that we should be a bit concerned. My initial guess for what's happening is that we have a sparsity issue: so many of the values are 0, and these likely happen to line up with satisfied customers.&lt;/p&gt;
&lt;p&gt;So the question we must now answer, which I likely should have asked long before now: What exactly is the distribution of un/satisfied customers?&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[6]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;unsat&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;count&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Satisfied customers: {}; Unsatisfied customers: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;unsat&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;unsat&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;naive_guess&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Naive guess accuracy: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;naive_guess&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;Satisfied customers: 51131; Unsatisfied customers: 2083
Naive guess accuracy: 0.9608561656706882
&lt;/pre&gt;
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&lt;p&gt;This is a bit discouraging. A naive guess of "always satisfied" performs as well as our best individual binary classifier. What this tells me then, is that these data columns aren't incredibly helpful in prediction. I'd be interested in a polynomial expansion of this data-set, but for now, that's more computation than I want to take on.&lt;/p&gt;
&lt;h1 id="Dimensionality-Reduction-pt.-2---LDA"&gt;Dimensionality Reduction pt. 2 - LDA&lt;a class="anchor-link" href="#Dimensionality-Reduction-pt.-2---LDA"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Knowing that our naive guess performs so well is a blessing and a curse:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Curse: The threshold for performance is incredibly high: We can only "improve" over the naive guess by 4%&lt;/li&gt;
&lt;li&gt;Blessing: All the binary classification features we just discovered are worthless on their own. We can throw them out and reduce the data dimensionality from 369 to 111.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Now, in removing these features from the dataset, I'm not saying that there is no "information" contained within them. There might be. But the only way we'd know is through a polynomial expansion, and I'm not going to take that on within this post.&lt;/p&gt;
&lt;p&gt;My initial thought for a "next guess" is to use the &lt;a href="http://scikit-learn.org/stable/modules/lda_qda.html"&gt;LDA&lt;/a&gt; model for dimensionality reduction. However, it can only reduce dimensions to $1 - p$, with $p$ being the number of classes. Since this is a binary classification, every LDA model that I try will have dimensionality one; when I actually try this, the predictor ends up being slightly less accurate than the naive guess.&lt;/p&gt;
&lt;p&gt;Instead, let's take a different approach to dimensionality reduction: &lt;a href="http://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html"&gt;principle components analysis&lt;/a&gt;. This allows us to perform the dimensionality reduction without worrying about the number of classes. Then, we'll use a &lt;a href="http://scikit-learn.org/stable/modules/naive_bayes.html#gaussian-naive-bayes"&gt;Gaussian Naive Bayes&lt;/a&gt; model to actually do the prediction. This model is chosen simply because it doesn't take a long time to fit and compute; because PCA will take so long, I just want a prediction at the end of this. We can worry about using a more sophisticated LDA/QDA/SVM model later.&lt;/p&gt;
&lt;p&gt;Now into the actual process: We're going to test out PCA dimensionality reduction from 1 - 20 dimensions, and then predict using a Gaussian Naive Bayes model. The 20 dimensions upper limit was selected because the accuracy never improves after you get beyond that (I found out by running it myself). Hopefully, we'll find that we can create a model better than the naive guess.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[7]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;sklearn.naive_bayes&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;GaussianNB&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;sklearn.decomposition&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;PCA&lt;/span&gt;
&lt;span class="n"&gt;X_no_bin&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;X&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;drop&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;b_class&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;evaluate_gnb&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dims&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;pca&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;PCA&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n_components&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;dims&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;X_xform&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pca&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fit_transform&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X_no_bin&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;gnb&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;GaussianNB&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;gnb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fit&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X_xform&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;gnb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;score&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X_xform&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;dim_range&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;arange&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;21&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dim_range&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;evaluate_gnb&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dim&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;dim&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;dim_range&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Gaussian NB Accuracy&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;axhline&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;naive_guess&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Naive Guess&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;c&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;k&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;axhline&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;naive_guess&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Inverse Naive Guess&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;c&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;k&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
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"
&gt;
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&lt;p&gt;**sigh...** After all the effort and computational power, we're still at square one: we have yet to beat out the naive guess threshold. With PCA in play we end up performing terribly, but not terribly enough that we can guess against ourselves.&lt;/p&gt;
&lt;p&gt;Let's try one last-ditch attempt using the entire data set:&lt;/p&gt;
&lt;/div&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[8]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;evaluate_gnb_full&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dims&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;pca&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;PCA&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n_components&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;dims&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;X_xform&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pca&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fit_transform&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;gnb&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;GaussianNB&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;gnb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fit&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X_xform&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;gnb&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;score&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;X_xform&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;dim_range&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;arange&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;21&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dim_range&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;evaluate_gnb&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;dim&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;dim&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;dim_range&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Gaussian NB Accuracy&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;axhline&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;naive_guess&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Naive Guess&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;c&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;k&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;axhline&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;naive_guess&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Inverse Naive Guess&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;c&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;k&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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rkJggg==
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&lt;p&gt;Nothing. It is interesting to note that the graphs are almost exactly the same: This would imply again that the variables we removed earlier (all the binary classifiers) indeed have almost no predictive power. It seems this problem is high-dimensional, but with almost no data that can actually inform our decisions.&lt;/p&gt;
&lt;h1 id="Summary-for-Day-1"&gt;Summary for Day 1&lt;a class="anchor-link" href="#Summary-for-Day-1"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;After spending a couple hours with this dataset, there seems to be a fundamental issue in play: We have very high-dimensional data, and it has no bearing on our ability to actually predict customer satisfaction. This can be a huge issue: it implies that &lt;strong&gt;no matter what model we use, we fundamentally can't perform well.&lt;/strong&gt; I'm sure most of this is because I'm not an experienced data scientist. Even so, we have yet to develop a strategy that can actually beat out the village idiot; &lt;strong&gt;so far, the bank is best off just assuming all its customers are satisfied.&lt;/strong&gt; Hopefully more to come soon.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;end&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Running time: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;h1 id="Appendix"&gt;Appendix&lt;a class="anchor-link" href="#Appendix"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Code used to split the initial training data:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;sklearn.cross_validation&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;train_test_split&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;read_csv&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;train.csv&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ID&lt;/span&gt;
&lt;span class="n"&gt;data_train&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;data_validate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;train_test_split&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;train_size&lt;/span&gt;&lt;span class="o"&gt;=.&lt;/span&gt;&lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;data_train&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;to_csv&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;split_train.csv&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;data_validate&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;to_csv&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;split_validate.csv&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="machine learning"></category><category term="data science"></category><category term="kaggle"></category></entry><entry><title>Profitability using the Investment Formula</title><link href="https://bspeice.github.io/profitability-using-the-investment-formula.html" rel="alternate"></link><updated>2016-02-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-26:profitability-using-the-investment-formula.html</id><summary type="html">&lt;p&gt;
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&lt;h1 id="Profitability-using-the-Investment-Formula"&gt;Profitability using the Investment Formula&lt;a class="anchor-link" href="#Profitability-using-the-Investment-Formula"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;I've previously talked about crafting an &lt;a href="https://bspeice.github.io/guaranteed-money-maker.html"&gt;Investment Formula&lt;/a&gt; that would guarantee making money if you could predict which direction the stock market was going to go. This is going to be the first in a series of posts trying to flesh out what an actual investment strategy based on this formula would look like.&lt;/p&gt;
&lt;p&gt;But first, the formula doesn't take into account two very important things: &lt;strong&gt;leverage&lt;/strong&gt;, and the &lt;strong&gt;number of days invested&lt;/strong&gt;. That's why I want to set up what I'm going to call the &lt;strong&gt;Profitability Score&lt;/strong&gt;.&lt;/p&gt;
&lt;p&gt;The definition is going to be very simple:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;$p$: Profit made once you exit the investment&lt;/li&gt;
&lt;li&gt;$i$: Initial investment into the asset&lt;/li&gt;
&lt;li&gt;$m$: Maximum investment in the asset&lt;/li&gt;
&lt;li&gt;$l = m / i$: The maximum leverage of an investment, as the ratio of maximum invested to initial investment&lt;/li&gt;
&lt;li&gt;$d$: The number of days it takes to turn a profit&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;$s = \frac{1000 p}{i(l + d)} = \frac{1000 p}{m + i\cdot d}$&lt;/p&gt;
&lt;p&gt;Crazy, right? The score is simply the (normalized) profit you made divided by the leverage plus days invested. The $\cdot 1000$ is just to turn the number into something more reasonable - people don't like hearing something with a profitability score of .001 for example.&lt;/p&gt;
&lt;h1 id="Theoretical-Justification"&gt;Theoretical Justification&lt;a class="anchor-link" href="#Theoretical-Justification"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;The formula itself is designed to be simple in principle: I like making a profit, and I want to penalize the leverage you incur and days you have to invest. Ideally, we want to have a stock that goes up all the time. However, the investment formula takes advantage of a different case: trying to profit from highly volatile assets. If we can make money when the investment only has one day up, let's do it!&lt;/p&gt;
&lt;p&gt;Even so, there are two potential issues: First, stocks that trend upward will have a higher profitability score - both leverage and days invested will be 1. To protect against only investing in this trend, I can do things like taking $\log(d)$. I don't want to start biasing the scoring function until I have a practical reason to do so, so right now I'll leave it standing.&lt;/p&gt;
&lt;p&gt;The second issue is how to penalize leverage and days invested relative to each other. As it currently stands, a leverage of 6x with only 1 day invested is the same as leveraging 2x with 3 days invested. In the future, I'd again want to look at making the impact of days invested smaller - I can get over an extra 3 days in the market if it means that I don't have to incur a highly leveraged position.&lt;/p&gt;
&lt;p&gt;So there could be things about the scoring function we change in the future, but I want to run some actual tests before we start worrying about things like that!&lt;/p&gt;
&lt;h1 id="Running-a-simulation"&gt;Running a simulation&lt;a class="anchor-link" href="#Running-a-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;This won't be an incredibly rigorous backtest, I just want to see some results from the work so far. Let's set up the simulation code again, and start looking into some random stocks. &lt;strong&gt;If you've read the last blog post, you can skip over the code.&lt;/strong&gt; The only difference is that it's been ported to python to make the data-wrangling easier. Julia doesn't yet support some of the multi-index things I'm trying to do.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;matplotlib.pyplot&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;plt&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;Quandl&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;get&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;qget&lt;/span&gt;
&lt;span class="o"&gt;%&lt;/span&gt;&lt;span class="k"&gt;matplotlib&lt;/span&gt; inline
&lt;span class="n"&gt;api_key&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;profitability&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;p&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;1000&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;p&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;current_price&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;purchase_history&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;current_price&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;daily_investment&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;current_open&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;current_close&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;t1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;current_close&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;current_open&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;t2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;purchase_history&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;purchase_history&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;current_close&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;t2&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;t1&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;simulate_day&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;init&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;expected&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bias&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;invested&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="n"&gt;init&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;day&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;profitable&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt; \
&lt;span class="ow"&gt;or&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="k"&gt;while&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;profitable&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;expected_close&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;expected&lt;/span&gt;
&lt;span class="n"&gt;todays_purchase&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;daily_investment&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;expected_close&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;invested&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;todays_purchase&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;bias&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# expected_profit = expected_close * (invested / open_vals[0:len(invested)]).sum() - invested.sum()&lt;/span&gt;
&lt;span class="n"&gt;day&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;profitable&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt; \
&lt;span class="ow"&gt;or&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="c"&gt;# Make sure we can&amp;#39;t see into the future - we know either today&amp;#39;s close or tomorrow&amp;#39;s open&lt;/span&gt;
&lt;span class="c"&gt;# will be profitable, but we need to check which one.&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)]):&lt;/span&gt;
&lt;span class="n"&gt;ending_price&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;ending_price&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;profit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;ending_price&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;simulate_ts&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;initial&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;expected&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bias&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;ticker_info&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;qget&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;trim_start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;api_key&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;api_key&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;evaluation_times&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker_info&lt;/span&gt;&lt;span class="p"&gt;[:&lt;/span&gt;&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;
&lt;span class="c"&gt;# Handle Google vs. YFinance data&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Adjusted Close&amp;quot;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;ticker_info&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;columns&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;close_column&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Adjusted Close&amp;quot;&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;close_column&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Close&amp;quot;&lt;/span&gt;
&lt;span class="n"&gt;sim&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;simulate_day&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker_info&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="p"&gt;:][&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Open&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;ticker_info&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d&lt;/span&gt;&lt;span class="p"&gt;:][&lt;/span&gt;&lt;span class="n"&gt;close_column&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;span class="mi"&gt;100&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.02&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;d&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;evaluation_times&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;sim_series&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Series&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sim&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;result&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;result&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;profit&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_series&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;result&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;max&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_series&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
&lt;span class="n"&gt;result&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;days&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_series&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]))&lt;/span&gt;
&lt;span class="n"&gt;result&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;score&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_series&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;profitability&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="nb"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;])))&lt;/span&gt;
&lt;span class="n"&gt;result&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;investments&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sim_series&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;result&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;simulate_tickers&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="n"&gt;results&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;ticker&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;start&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;results_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_ts&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.01&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;results&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;ticker&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;results_df&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;concat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;results&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;values&lt;/span&gt;&lt;span class="p"&gt;()),&lt;/span&gt; &lt;span class="n"&gt;keys&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;results&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;keys&lt;/span&gt;&lt;span class="p"&gt;()),&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;h1 id="And-now-the-interesting-part"&gt;And now the interesting part&lt;a class="anchor-link" href="#And-now-the-interesting-part"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Let's start looking into the data! FANG stocks have been big over the past year, let's see how they look:&lt;/p&gt;
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&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[7]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;fang_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_tickers&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;YAHOO/FB&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;YAHOO/AAPL&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;YAHOO/NFLX&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;YAHOO/GOOG&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[8]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;fang_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;days&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;level&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hist&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Distribution of Days Until Profitability&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fontsize&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[10]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;fang_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;score&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;level&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Profitability score over time&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fontsize&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
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&lt;p&gt;Let's think about these graphs. First, the histogram. What we like seeing is a lot of 1's - that means there were a lot of days that the stock went up and we didn't have to worry about actually implementing the strategy - we were able to close the trade at a profit.&lt;/p&gt;
&lt;p&gt;Looking at the profitability score over time though is a bit more interesting. First off, stocks that are more volatile will tend to have a higher profitability score, no two ways about that. However, Netflix consistently outperformed on this metric. We know that 2015 was a good year for Netflix, so that's a (small) sign the strategy is performing as expected.&lt;/p&gt;
&lt;p&gt;The final interesting note happens around the end of August 2015. Around this period, the markets were selling off in a big way due to issues in China (not unlike what's happening now). Even so, all of the FANG stocks saw an uptick in profitability around this time. This is another sign that the strategy being developed performs better during periods of volatility, rather than from riding markets up or down.&lt;/p&gt;
&lt;p&gt;What about FANG vs. some cyclicals?&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[13]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;cyclic_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_tickers&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;YAHOO/X&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;YAHOO/CAT&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;YAHOO/NFLX&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;YAHOO/GOOG&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[14]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;cyclic_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;days&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;level&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hist&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Distribution of Days Until Profitability&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fontsize&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
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&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[15]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;cyclic_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;score&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;level&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Profitability score over time&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fontsize&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&gt;
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&lt;p&gt;Some more interesting results come from this as well. First off, US Steel (X) has a much smoother distribution of days until profitability - it doesn't have a huge number of values at 1 and then drop off. Intuitively, we're not terribly large fans of this, we want a stock to go up! However, on the profitability score it is the only serious contender to Netflix.&lt;/p&gt;
&lt;p&gt;Second, we see the same trend around August - the algorithm performs well in volatile markets.&lt;/p&gt;
&lt;p&gt;For a final test, let's try some biotech and ETFs!&lt;/p&gt;
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&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[21]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;biotech_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_tickers&lt;/span&gt;&lt;span class="p"&gt;([&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;YAHOO/REGN&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;YAHOO/CELG&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;GOOG/NASDAQ_BIB&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;GOOG/NASDAQ_IBB&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[22]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;biotech_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;days&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;level&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;hist&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Distribution of Days Until Profitability&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fontsize&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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"
&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[23]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;biotech_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;score&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;axis&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;level&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;set_size_inches&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;6&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;plt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;gcf&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;suptitle&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Profitability score over time&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;fontsize&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;18&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
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&lt;p&gt;In this example, we don't see a whole lot of interesting things: the scores are all fairly close together with notable exceptions in late August, and mid-October.&lt;/p&gt;
&lt;p&gt;What is interesting is that during the volatile period, the ETF's performed significantly better than the stocks did in terms of profitability. The leveraged ETF (BIB) performed far above anyone else, and it appears that indeed, it is most profitable during volatile periods. Even so, it was far more likely to take multiple days to give a return. Its count of 1-day investments trails the other ETF and both stocks by a decent margin.&lt;/p&gt;
&lt;p&gt;And consider me an OCD freak, but I just really like Celgene's distribution - it looks nice and smooth.&lt;/p&gt;
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&lt;h1 id="Summary-and-plans-for-the-next-post"&gt;Summary and plans for the next post&lt;a class="anchor-link" href="#Summary-and-plans-for-the-next-post"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;So far I'm really enjoying playing with this strategy - there's a lot of depth here to understand, though the preliminary results seem to indicate that it profits mostly from taking the other side of a volatile trade. I'd be interested to run results later on data from January - It's been a particularly volatile start to the year so it would be neat to see whether this strategy would work then.&lt;/p&gt;
&lt;p&gt;For the next post, I want to start playing with some of the parameters: How do the bias and expected close influence the process? The values have been fairly conservative so far, it will be interesting to see how the simulations respond afterward.&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="algorithmic-trading"></category><category term="python"></category></entry><entry><title>Guaranteed Money Maker</title><link href="https://bspeice.github.io/guaranteed-money-maker.html" rel="alternate"></link><updated>2016-02-03T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-02-03:guaranteed-money-maker.html</id><summary type="html">&lt;p&gt;
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&lt;h3 id="If-you-can-see-into-the-future,-that-is."&gt;If you can see into the future, that is.&lt;a class="anchor-link" href="#If-you-can-see-into-the-future,-that-is."&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;My previous class in Stochastic Calculus covered a lot of interesting topics, and the important one for today
is the &lt;a href="https://en.wikipedia.org/wiki/Gambler&amp;#39;s_ruin"&gt;Gambler's Ruin&lt;/a&gt; problem. If you're interested in some of the theory behind it, also make sure to check out
&lt;a href="https://en.wikipedia.org/wiki/Random_walk"&gt;random walks&lt;/a&gt;. The important bit is that we studied the &lt;a href="https://en.wikipedia.org/wiki/Martingale_%28betting_system%29"&gt;Martingale Betting Strategy&lt;/a&gt;, which describes for us
a &lt;strong&gt;guaranteed way&lt;/strong&gt; to &lt;span style='font-size: x-small'&gt;eventually&lt;/span&gt; make money.&lt;/p&gt;
&lt;p&gt;The strategy goes like this: You are going to toss a fair coin with a friend. If you guess heads or tails correctly, you get back double the money you bet. If you guess incorrectly, you lose money. How should you bet?&lt;/p&gt;
&lt;p&gt;The correct answer is that you should double your bet each time you lose. Then when you finally win, you'll be guaranteed to make back everything you lost and then &amp;#36;1 extra! Consider the scenario:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;You bet &amp;#36;1, and guess incorrectly. You're 1 dollar in the hole.&lt;/li&gt;
&lt;li&gt;You bet &amp;#36;2, and guess incorrectly. You're 3 dollars in the hole now.&lt;/li&gt;
&lt;li&gt;You bet &amp;#36;4, and guess incorrectly. You're 7 dollars in the hole.&lt;/li&gt;
&lt;li&gt;You bet &amp;#36;8, and guess correctly! You now get back those 8 dollars you bet, plus 8 extra for winning, for a &lt;strong&gt;total profit of one dollar&lt;/strong&gt;!&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;Mathematically, we can prove that as long as you have unlimited money to bet, you are guaranteed to make money.&lt;/p&gt;
&lt;h1 id="Applying-the-Martingale-Strategy"&gt;Applying the Martingale Strategy&lt;a class="anchor-link" href="#Applying-the-Martingale-Strategy"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;But we're all realistic people, and once you start talking about "unlimited money" eyebrows should be raised. Even still, this is an interesting strategy to investigate, and I want to apply it to the stock market. As long as we can guarantee there's a single day in which the stock goes up, we should be able to make money right? The question is just how much we have to invest to guarantee this.&lt;/p&gt;
&lt;p&gt;Now it's time for the math. We'll use the following definitions:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;$o_i$ = the share price at the opening of day $i$&lt;/li&gt;
&lt;li&gt;$c_i$ = the share price at the close of day $i$&lt;/li&gt;
&lt;li&gt;$d_i$ = the amount of money we want to invest at the beginning of day $i$&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;With those definitions in place, I'd like to present the formula that is &lt;strong&gt;guaranteed to make you money&lt;/strong&gt;. I call it &lt;em&gt;Bradlee's Investment Formula&lt;/em&gt;:&lt;/p&gt;
&lt;p&gt;$c_n \sum_{i=1}^n \frac{d_i}{o_i} &gt; \sum_{i=1}^{n} d_i$&lt;/p&gt;
&lt;p&gt;It might not look like much, but if you can manage to make it so that this formula holds true, you will be guaranteed to make money. The intuition behind the formula is this: The closing share price times the number of shares you have purchased ends up greater than the amount of money you invested.&lt;/p&gt;
&lt;p&gt;That is, on day $n$, &lt;span style='font-size: x-small'&gt;if you know what the closing price will be&lt;/span&gt; you can set up the amount of money you invest that day to &lt;strong&gt;guarantee you make money&lt;/strong&gt;. I'll even teach you to figure out how much money that is! Take a look:&lt;/p&gt;
&lt;p&gt;$
\begin{align}
c_n \sum_{i=1}^{n-1} \frac{d_i}{o_i} + \frac{c_nd_n}{o_n} &amp;&gt; \sum_{i=1}^{n-1}d_i + d_n\\
\frac{c_nd_n}{o_n} - d_n &amp;&gt; \sum_{i=1}^{n-1}(d_i - \frac{c_nd_i}{o_i})\\
d_n (\frac{c_n - o_n}{o_n}) &amp;&gt; \sum_{i=1}^{n-1} d_i(1 - \frac{c_n}{o_i})\\
d_n &amp;&gt; \frac{o_n}{c_n - o_n} \sum_{i=1}^{n-1} d_i(1 - \frac{1}{o_i})
\end{align}$&lt;/p&gt;
&lt;p&gt;If you invest exactly $d_n$ that day, you'll break even. But if you can make sure the money you invest is greater than that quantity on the right &lt;span style='font-size: x-small'&gt;(which requires that you have a crystal ball tell you the stock's closing price)&lt;/span&gt; you are &lt;strong&gt;guaranteed to make money!&lt;/strong&gt;&lt;/p&gt;
&lt;h1 id="Interesting-Implications"&gt;Interesting Implications&lt;a class="anchor-link" href="#Interesting-Implications"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;On a more serious note though, the formula above tells us a couple of interesting things:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;It's impossible to make money without the closing price at some point being greater than the opening price (or vice-versa if you are short selling) - there is no amount of money you can invest that will turn things in your favor.&lt;/li&gt;
&lt;li&gt;Close prices of the past aren't important if you're concerned about the bottom line. While chart technicians use price history to make judgment calls, in the end, the closing price on anything other than the last day is irrelevant.&lt;/li&gt;
&lt;li&gt;It's possible to make money as long as there is a single day where the closing price is greater than the opening price! You might have to invest a lot to do so, but it's possible.&lt;/li&gt;
&lt;li&gt;You must make a prediction about where the stock will close at if you want to know how much to invest. That is, we can set up our investment for the day to make money if the stock goes up 1%, but if it only goes up .5% we'll still lose money.&lt;/li&gt;
&lt;li&gt;It's possible the winning move is to scale back your position. Consider the scenario:&lt;ul&gt;
&lt;li&gt;You invest money and the stock closes down the day .5%&lt;/li&gt;
&lt;li&gt;You invest tomorrow expecting the stock to go up 1%&lt;/li&gt;
&lt;li&gt;The winning investment to break even (assuming a 1% increase) is to scale back the position, since the shares you purchased at the beginning would then be profitable&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;/ol&gt;
&lt;h1 id="Running-the-simulation"&gt;Running the simulation&lt;a class="anchor-link" href="#Running-the-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;So now that we've defined our investment formula,we need to tweak a couple things in order to make an investment strategy we can actually work with. There are two issues we need to address:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;The formula only tells us how much to invest if we want to break even ($d_n$). If we actually want to turn a profit, we need to invest more than that, which we will refer to as the &lt;strong&gt;bias&lt;/strong&gt;.&lt;/li&gt;
&lt;li&gt;The formula assumes we know what the closing price will be on any given day. If we don't know this, we can still invest assuming the stock price will close at a level we choose. If the price doesn't meet this objective, we try again tomorrow! This predetermined closing price will be referred to as the &lt;strong&gt;expectation&lt;/strong&gt;.&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;Now that we've defined our &lt;em&gt;bias&lt;/em&gt; and &lt;em&gt;expectation&lt;/em&gt;, we can actually build a strategy we can simulate. Much like the martingale strategy told you to bet twice your previous bet in order to make money, we've designed a system that tells us how much to bet in order to make money as well.&lt;/p&gt;
&lt;p&gt;Now, let's get to the code!&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="k"&gt;using&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;
&lt;span class="n"&gt;api_key&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;&amp;quot;&lt;/span&gt;
&lt;span class="n"&gt;daily_investment&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;current_open&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;current_close&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# We&amp;#39;re not going to safeguard against divide by 0 - that&amp;#39;s the user&amp;#39;s responsibility&lt;/span&gt;
&lt;span class="n"&gt;t1&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;current_close&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;current_open&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;t2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;purchase_history&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;current_close&lt;/span&gt; &lt;span class="o"&gt;./&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;t2&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;t1&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
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&lt;p&gt;And let's code a way to run simulations quickly:&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[2]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;is_profitable&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;current_price&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;purchase_history&lt;/span&gt; &lt;span class="o"&gt;./&lt;/span&gt; &lt;span class="n"&gt;open_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;current_price&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;purchase_history&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;simulate&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;init&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;expected&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bias&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;ticker_info&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;quandlget&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;from&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;api_key&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;api_key&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;open_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker_info&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Open&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;values&lt;/span&gt;
&lt;span class="n"&gt;close_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ticker_info&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Close&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;values&lt;/span&gt;
&lt;span class="n"&gt;invested&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;init&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="c"&gt;# The simulation stops once we&amp;#39;ve made a profit&lt;/span&gt;
&lt;span class="n"&gt;day&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;profitable&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt;
&lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="k"&gt;while&lt;/span&gt; &lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="n"&gt;profitable&lt;/span&gt;
&lt;span class="n"&gt;expected_close&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;expected&lt;/span&gt;
&lt;span class="n"&gt;todays_purchase&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;daily_investment&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;expected_close&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;invested&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="n"&gt;todays_purchase&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;bias&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="c"&gt;# expected_profit = expected_close * sum(invested ./ open_vals[1:length(invested)]) - sum(invested)&lt;/span&gt;
&lt;span class="n"&gt;day&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="n"&gt;profitable&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt; &lt;span class="o"&gt;||&lt;/span&gt;
&lt;span class="n"&gt;is_profitable&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt; &lt;span class="o"&gt;./&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)])&lt;/span&gt;
&lt;span class="n"&gt;max_profit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;max&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;open_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;profit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;shares&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;max_profit&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;invested&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;sim_summary&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;leverages&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;max_leverage&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;maximum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;leverages&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Max leverage: &lt;/span&gt;&lt;span class="si"&gt;$(max_leverage)&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Days invested: &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;(length(investments))&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Profit: &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;profit&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
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&lt;p&gt;Now, let's get some data and run a simulation! Our first test:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;We'll invest 100 dollars in LMT, and expect that the stock will close up 1% every day. We'll invest $d_n$ + 10 dollars every day that we haven't turned a profit, and end the simulation once we've made a profit.&lt;/li&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;YAHOO/LMT&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;29&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.01&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;sim_summary&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;pre&gt;Max leverage: 5.590373200042106
Days invested: 5
Profit: 0.6894803101560001
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&lt;p&gt;The result: We need to invest 5.6x our initial position over a period of 5 days to make approximately .69&amp;#162;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Now let's try the same thing, but we'll assume the stock closes up 2% instead.&lt;/li&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;YAHOO/LMT&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;Date&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;29&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.02&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;sim_summary&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;investments&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;profit&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;pre&gt;Max leverage: 1.854949900247809
Days invested: 25
Profit: 0.08304813163696423
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&lt;p&gt;In this example, we only get up to a 1.85x leveraged position, but it takes 25 days to turn a profit of 8&amp;#162;&lt;/p&gt;
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&lt;h1 id="Summary"&gt;Summary&lt;a class="anchor-link" href="#Summary"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;We've defined an investment strategy that can tell us how much to invest when we know what the closing position of a stock will be. We can tweak the strategy to actually make money, but plenty of work needs to be done so that we can optimize the money invested.&lt;/p&gt;
&lt;p&gt;In the next post I'm going to post more information about some backtests and strategy tests on this strategy (unless of course this experiment actually produces a significant profit potential, and then I'm keeping it for myself).&lt;/p&gt;
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&lt;h1 id="Side-note-and-disclaimer"&gt;Side note and disclaimer&lt;a class="anchor-link" href="#Side-note-and-disclaimer"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;The claims made in this presentation about being able to guarantee making money are intended as a joke and do not constitute investment advice of any sort.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;
&lt;script type="text/x-mathjax-config"&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="martingale"></category><category term="strategy"></category></entry><entry><title>Cloudy in Seattle</title><link href="https://bspeice.github.io/cloudy-in-seattle.html" rel="alternate"></link><updated>2016-01-23T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-23:cloudy-in-seattle.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pickle&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;bokeh.plotting&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;output_notebook&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;show&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;bokeh.palettes&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;RdBu4&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;Palette&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;warnings&lt;/span&gt;
&lt;span class="n"&gt;output_notebook&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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t&amp;he?"cancel":t&amp;le?"end":t&amp;ae?"move":t&amp;oe?"start":""}function Z(t){return t==Nt?"down":t==It?"up":t==Pt?"left":t==Et?"right":""}function J(t,e){var i=e.manager;return i?i.get(t):t}function Q(){G.apply(this,arguments)}function K(){Q.apply(this,arguments),this.pX=null,this.pY=null}function tt(){Q.apply(this,arguments)}function et(){G.apply(this,arguments),this._timer=null,this._input=null}function it(){Q.apply(this,arguments)}function nt(){Q.apply(this,arguments)}function rt(){G.apply(this,arguments),this.pTime=!1,
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e=Lt[t.type];e&amp;Ct&amp;&amp;0===t.button&amp;&amp;(this.pressed=!0),e&amp;Dt&amp;&amp;1!==t.which&amp;&amp;(e=Tt),this.pressed&amp;&amp;this.allow&amp;&amp;(e&amp;Tt&amp;&amp;(this.pressed=!1),this.callback(this.manager,e,{pointers:[t],changedPointers:[t],pointerType:xt,srcEvent:t}))}});var Wt={pointerdown:Ct,pointermove:Dt,pointerup:Tt,pointercancel:St,pointerout:St},qt={2:bt,3:wt,4:xt,5:kt},Yt="pointerdown",Vt="pointermove pointerup pointercancel";t.MSPointerEvent&amp;&amp;(Yt="MSPointerDown",Vt="MSPointerMove MSPointerUp MSPointerCancel"),h(H,C,{handler:function(t){var e=this.store,i=!1,n=t.type.toLowerCase().replace("ms",""),r=Wt[n],s=qt[t.pointerType]||t.pointerType,o=s==bt,a=y(e,t.pointerId,"pointerId");r&amp;Ct&amp;&amp;(0===t.button||o)?0&gt;a&amp;&amp;(e.push(t),a=e.length-1):r&amp;(Tt|St)&amp;&amp;(i=!0),0&gt;a||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:s,srcEvent:t}),i&amp;&amp;e.splice(a,1))}});var 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Jt=x(ht.style,"touchAction"),Qt=Jt!==r,Kt="compute",te="auto",ee="manipulation",ie="none",ne="pan-x",re="pan-y";$.prototype={set:function(t){t==Kt&amp;&amp;(t=this.compute()),Qt&amp;&amp;(this.manager.element.style[Jt]=t),this.actions=t.toLowerCase().trim()},update:function(){this.set(this.manager.options.touchAction)},compute:function(){var t=[];return a(this.manager.recognizers,function(e){p(e.options.enable,[e])&amp;&amp;(t=t.concat(e.getTouchAction()))}),U(t.join(" "))},preventDefaults:function(t){if(!Qt){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)return void e.preventDefault();var n=this.actions,r=_(n,ie),s=_(n,re),o=_(n,ne);return r||s&amp;&amp;i&amp;Rt||o&amp;&amp;i&amp;zt?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var se=1,oe=2,ae=4,le=8,ue=le,he=16,ce=32;G.prototype={defaults:{},set:function(t){return l(this.options,t),this.manager&amp;&amp;this.manager.touchAction.update(),this},recognizeWith:function(t){if(o(t,"recognizeWith",this))return this;var e=this.simultaneous;return t=J(t,this),e[t.id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return o(t,"dropRecognizeWith",this)?this:(t=J(t,this),delete this.simultaneous[t.id],this)},requireFailure:function(t){if(o(t,"requireFailure",this))return this;var e=this.requireFail;return t=J(t,this),-1===y(e,t)&amp;&amp;(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(o(t,"dropRequireFailure",this))return this;t=J(t,this);var e=y(this.requireFail,t);return e&gt;-1&amp;&amp;this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length&gt;0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){function e(e){i.manager.emit(i.options.event+(e?X(n):""),t)}var i=this,n=this.state;le&gt;n&amp;&amp;e(!0),e(),n&gt;=le&amp;&amp;e(!0)},tryEmit:function(t){return this.canEmit()?this.emit(t):void(this.state=ce)},canEmit:function(){for(var t=0;t&lt;this.requireFail.length;){if(!(this.requireFail[t].state&amp;(ce|se)))return!1;t++}return!0},recognize:function(t){var e=l({},t);return p(this.options.enable,[this,e])?(this.state&amp;(ue|he|ce)&amp;&amp;(this.state=se),this.state=this.process(e),void(this.state&amp;(oe|ae|le|he)&amp;&amp;this.tryEmit(e))):(this.reset(),void(this.state=ce))},process:function(t){},getTouchAction:function(){},reset:function(){}},h(Q,G,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=e&amp;(oe|ae),r=this.attrTest(t);return n&amp;&amp;(i&amp;St||!r)?e|he:n||r?i&amp;Tt?e|le:e&amp;oe?e|ae:oe:ce}}),h(K,Q,{defaults:{event:"pan",threshold:10,pointers:1,direction:jt},getTouchAction:function(){var t=this.options.direction,e=[];return t&amp;Rt&amp;&amp;e.push(re),t&amp;zt&amp;&amp;e.push(ne),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&amp;e.direction||(e.direction&amp;Rt?(r=0===s?At:0&gt;s?Pt:Et,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?At:0&gt;o?It:Nt,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&amp;&amp;n&gt;e.threshold&amp;&amp;r&amp;e.direction},attrTest:function(t){return Q.prototype.attrTest.call(this,t)&amp;&amp;(this.state&amp;oe||!(this.state&amp;oe)&amp;&amp;this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=Z(t.direction);e&amp;&amp;this.manager.emit(this.options.event+e,t),this._super.emit.call(this,t)}}),h(tt,Q,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[ie]},attrTest:function(t){return this._super.attrTest.call(this,t)&amp;&amp;(Math.abs(t.scale-1)&gt;this.options.threshold||this.state&amp;oe)},emit:function(t){if(this._super.emit.call(this,t),1!==t.scale){var e=t.scale&lt;1?"in":"out";this.manager.emit(this.options.event+e,t)}}}),h(et,G,{defaults:{event:"press",pointers:1,time:500,threshold:5},getTouchAction:function(){return[te]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance&lt;e.threshold,r=t.deltaTime&gt;e.time;if(this._input=t,!n||!i||t.eventType&amp;(Tt|St)&amp;&amp;!r)this.reset();else if(t.eventType&amp;Ct)this.reset(),this._timer=s(function(){this.state=ue,this.tryEmit()},e.time,this);else if(t.eventType&amp;Tt)return ue;return ce},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===ue&amp;&amp;(t&amp;&amp;t.eventType&amp;Tt?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=ft(),this.manager.emit(this.options.event,this._input)))}}),h(it,Q,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[ie]},attrTest:function(t){return this._super.attrTest.call(this,t)&amp;&amp;(Math.abs(t.rotation)&gt;this.options.threshold||this.state&amp;oe)}}),h(nt,Q,{defaults:{event:"swipe",threshold:10,velocity:.65,direction:Rt|zt,pointers:1},getTouchAction:function(){return K.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return i&amp;(Rt|zt)?e=t.velocity:i&amp;Rt?e=t.velocityX:i&amp;zt&amp;&amp;(e=t.velocityY),this._super.attrTest.call(this,t)&amp;&amp;i&amp;t.direction&amp;&amp;t.distance&gt;this.options.threshold&amp;&amp;dt(e)&gt;this.options.velocity&amp;&amp;t.eventType&amp;Tt},emit:function(t){var e=Z(t.direction);e&amp;&amp;this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),h(rt,G,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:2,posThreshold:10},getTouchAction:function(){return[ee]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance&lt;e.threshold,r=t.deltaTime&lt;e.time;if(this.reset(),t.eventType&amp;Ct&amp;&amp;0===this.count)return this.failTimeout();if(n&amp;&amp;r&amp;&amp;i){if(t.eventType!=Tt)return this.failTimeout();var o=this.pTime?t.timeStamp-this.pTime&lt;e.interval:!0,a=!this.pCenter||z(this.pCenter,t.center)&lt;e.posThreshold;this.pTime=t.timeStamp,this.pCenter=t.center,a&amp;&amp;o?this.count+=1:this.count=1,this._input=t;var l=this.count%e.taps;if(0===l)return this.hasRequireFailures()?(this._timer=s(function(){this.state=ue,this.tryEmit()},e.interval,this),oe):ue}return ce},failTimeout:function(){return this._timer=s(function(){this.state=ce},this.options.interval,this),ce},reset:function(){clearTimeout(this._timer)},emit:function(){this.state==ue&amp;&amp;(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),st.VERSION="2.0.4",st.defaults={domEvents:!1,touchAction:Kt,enable:!0,inputTarget:null,inputClass:null,preset:[[it,{enable:!1}],[tt,{enable:!1},["rotate"]],[nt,{direction:Rt}],[K,{direction:Rt},["swipe"]],[rt],[rt,{event:"doubletap",taps:2},["tap"]],[et]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};var pe=1,de=2;ot.prototype={set:function(t){return l(this.options,t),t.touchAction&amp;&amp;this.touchAction.update(),t.inputTarget&amp;&amp;(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?de:pe},recognize:function(t){var e=this.session;if(!e.stopped){this.touchAction.preventDefaults(t);var i,n=this.recognizers,r=e.curRecognizer;(!r||r&amp;&amp;r.state&amp;ue)&amp;&amp;(r=e.curRecognizer=null);for(var s=0;s&lt;n.length;)i=n[s],e.stopped===de||r&amp;&amp;i!=r&amp;&amp;!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&amp;&amp;i.state&amp;(oe|ae|le)&amp;&amp;(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof G)return t;for(var e=this.recognizers,i=0;i&lt;e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(o(t,"add",this))return this;var e=this.get(t.options.event);return e&amp;&amp;this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(o(t,"remove",this))return this;var e=this.recognizers;return t=this.get(t),e.splice(y(e,t),1),this.touchAction.update(),this},on:function(t,e){var i=this.handlers;return a(v(t),function(t){i[t]=i[t]||[],i[t].push(e)}),this},off:function(t,e){var i=this.handlers;return a(v(t),function(t){e?i[t].splice(y(i[t],e),1):delete i[t]}),this},emit:function(t,e){this.options.domEvents&amp;&amp;lt(t,e);var i=this.handlers[t]&amp;&amp;this.handlers[t].slice();if(i&amp;&amp;i.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var n=0;n&lt;i.length;)i[n](e),n++}},destroy:function(){this.element&amp;&amp;at(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},l(st,{INPUT_START:Ct,INPUT_MOVE:Dt,INPUT_END:Tt,INPUT_CANCEL:St,STATE_POSSIBLE:se,STATE_BEGAN:oe,STATE_CHANGED:ae,STATE_ENDED:le,STATE_RECOGNIZED:ue,STATE_CANCELLED:he,STATE_FAILED:ce,DIRECTION_NONE:At,DIRECTION_LEFT:Pt,DIRECTION_RIGHT:Et,DIRECTION_UP:It,DIRECTION_DOWN:Nt,DIRECTION_HORIZONTAL:Rt,DIRECTION_VERTICAL:zt,DIRECTION_ALL:jt,Manager:ot,Input:C,TouchAction:$,TouchInput:q,MouseInput:L,PointerEventInput:H,TouchMouseInput:V,SingleTouchInput:B,Recognizer:G,AttrRecognizer:Q,Tap:rt,Pan:K,Swipe:nt,Pinch:tt,Rotate:it,Press:et,on:f,off:g,each:a,merge:u,extend:l,inherit:h,bindFn:c,prefixed:x}),typeof define==ct&amp;&amp;define.amd?define(function(){return st}):"undefined"!=typeof e&amp;&amp;e.exports?e.exports=st:t[n]=st}(window,document,"Hammer")},{}],4:[function(t,e,i){!function(t){"function"==typeof define&amp;&amp;define.amd?define(["jquery"],t):"object"==typeof i?e.exports=t:t(jQuery)}(function(t){function e(e){var o=e||window.event,a=l.call(arguments,1),u=0,c=0,p=0,d=0,f=0,g=0;if(e=t.event.fix(o),e.type="mousewheel","detail"in o&amp;&amp;(p=-1*o.detail),"wheelDelta"in o&amp;&amp;(p=o.wheelDelta),"wheelDeltaY"in o&amp;&amp;(p=o.wheelDeltaY),"wheelDeltaX"in o&amp;&amp;(c=-1*o.wheelDeltaX),"axis"in o&amp;&amp;o.axis===o.HORIZONTAL_AXIS&amp;&amp;(c=-1*p,p=0),u=0===p?c:p,"deltaY"in o&amp;&amp;(p=-1*o.deltaY,u=p),"deltaX"in o&amp;&amp;(c=o.deltaX,0===p&amp;&amp;(u=-1*c)),0!==p||0!==c){if(1===o.deltaMode){var m=t.data(this,"mousewheel-line-height");u*=m,p*=m,c*=m}else if(2===o.deltaMode){var _=t.data(this,"mousewheel-page-height");u*=_,p*=_,c*=_}if(d=Math.max(Math.abs(p),Math.abs(c)),(!s||s&gt;d)&amp;&amp;(s=d,n(o,d)&amp;&amp;(s/=40)),n(o,d)&amp;&amp;(u/=40,c/=40,p/=40),u=Math[u&gt;=1?"floor":"ceil"](u/s),c=Math[c&gt;=1?"floor":"ceil"](c/s),p=Math[p&gt;=1?"floor":"ceil"](p/s),h.settings.normalizeOffset&amp;&amp;this.getBoundingClientRect){var v=this.getBoundingClientRect();f=e.clientX-v.left,g=e.clientY-v.top}return e.deltaX=c,e.deltaY=p,e.deltaFactor=s,e.offsetX=f,e.offsetY=g,e.deltaMode=0,a.unshift(e,u,c,p),r&amp;&amp;clearTimeout(r),r=setTimeout(i,200),(t.event.dispatch||t.event.handle).apply(this,a)}}function i(){s=null}function n(t,e){return h.settings.adjustOldDeltas&amp;&amp;"mousewheel"===t.type&amp;&amp;e%120===0}var r,s,o=["wheel","mousewheel","DOMMouseScroll","MozMousePixelScroll"],a="onwheel"in document||document.documentMode&gt;=9?["wheel"]:["mousewheel","DomMouseScroll","MozMousePixelScroll"],l=Array.prototype.slice;if(t.event.fixHooks)for(var u=o.length;u;)t.event.fixHooks[o[--u]]=t.event.mouseHooks;var h=t.event.special.mousewheel={version:"3.1.12",setup:function(){if(this.addEventListener)for(var i=a.length;i;)this.addEventListener(a[--i],e,!1);else this.onmousewheel=e;t.data(this,"mousewheel-line-height",h.getLineHeight(this)),t.data(this,"mousewheel-page-height",h.getPageHeight(this))},teardown:function(){if(this.removeEventListener)for(var i=a.length;i;)this.removeEventListener(a[--i],e,!1);else this.onmousewheel=null;t.removeData(this,"mousewheel-line-height"),t.removeData(this,"mousewheel-page-height")},getLineHeight:function(e){var i=t(e),n=i["offsetParent"in t.fn?"offsetParent":"parent"]();return n.length||(n=t("body")),parseInt(n.css("fontSize"),10)||parseInt(i.css("fontSize"),10)||16},getPageHeight:function(e){return t(e).height()},settings:{adjustOldDeltas:!0,normalizeOffset:!0}};t.fn.extend({mousewheel:function(t){return t?this.bind("mousewheel",t):this.trigger("mousewheel")},unmousewheel:function(t){return this.unbind("mousewheel",t)}})})},{}],5:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),t("./position"),t("./menu"),function(t,e){t.widget("ui.autocomplete",{version:"1.10.4",defaultElement:"&lt;input&gt;",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var e,i,n,r=this.element[0].nodeName.toLowerCase(),s="textarea"===r,o="input"===r;this.isMultiLine=s?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[s||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(r){if(this.element.prop("readOnly"))return e=!0,n=!0,void(i=!0);e=!1,n=!1,i=!1;var s=t.ui.keyCode;switch(r.keyCode){case s.PAGE_UP:e=!0,this._move("previousPage",r);break;case s.PAGE_DOWN:e=!0,this._move("nextPage",r);break;case s.UP:e=!0,this._keyEvent("previous",r);break;case s.DOWN:e=!0,this._keyEvent("next",r);break;case s.ENTER:case s.NUMPAD_ENTER:this.menu.active&amp;&amp;(e=!0,r.preventDefault(),this.menu.select(r));break;case s.TAB:this.menu.active&amp;&amp;this.menu.select(r);break;case s.ESCAPE:this.menu.element.is(":visible")&amp;&amp;(this._value(this.term),this.close(r),r.preventDefault());break;default:i=!0,this._searchTimeout(r)}},keypress:function(n){if(e)return e=!1,void((!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;n.preventDefault());if(!i){var r=t.ui.keyCode;switch(n.keyCode){case r.PAGE_UP:this._move("previousPage",n);break;case r.PAGE_DOWN:this._move("nextPage",n);break;case r.UP:this._keyEvent("previous",n);break;case r.DOWN:this._keyEvent("next",n)}}},input:function(t){return n?(n=!1,void t.preventDefault()):void this._searchTimeout(t)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(clearTimeout(this.searching),this.close(t),void this._change(t))}}),this._initSource(),this.menu=t("&lt;ul&gt;").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().data("ui-menu"),this._on(this.menu.element,{mousedown:function(e){e.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];t(e.target).closest(".ui-menu-item").length||this._delay(function(){var e=this;this.document.one("mousedown",function(n){n.target===e.element[0]||n.target===i||t.contains(i,n.target)||e.close()})})},menufocus:function(e,i){if(this.isNewMenu&amp;&amp;(this.isNewMenu=!1,e.originalEvent&amp;&amp;/^mouse/.test(e.originalEvent.type)))return this.menu.blur(),void this.document.one("mousemove",function(){t(e.target).trigger(e.originalEvent)});var n=i.item.data("ui-autocomplete-item");!1!==this._trigger("focus",e,{item:n})?e.originalEvent&amp;&amp;/^key/.test(e.originalEvent.type)&amp;&amp;this._value(n.value):this.liveRegion.text(n.value)},menuselect:function(t,e){var i=e.item.data("ui-autocomplete-item"),n=this.previous;this.element[0]!==this.document[0].activeElement&amp;&amp;(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&amp;&amp;this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=t("&lt;span&gt;",{role:"status","aria-live":"polite"}).addClass("ui-helper-hidden-accessible").insertBefore(this.element),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&amp;&amp;this._initSource(),"appendTo"===t&amp;&amp;this.menu.element.appendTo(this._appendTo()),"disabled"===t&amp;&amp;e&amp;&amp;this.xhr&amp;&amp;this.xhr.abort()},_appendTo:function(){var e=this.options.appendTo;return e&amp;&amp;(e=e.jquery||e.nodeType?t(e):this.document.find(e).eq(0)),e||(e=this.element.closest(".ui-front")),e.length||(e=this.document[0].body),e},_initSource:function(){var e,i,n=this;t.isArray(this.options.source)?(e=this.options.source,this.source=function(i,n){n(t.ui.autocomplete.filter(e,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(e,r){n.xhr&amp;&amp;n.xhr.abort(),n.xhr=t.ajax({url:i,data:e,dataType:"json",success:function(t){r(t)},error:function(){r([])}})}):this.source=this.options.source},_searchTimeout:function(t){clearTimeout(this.searching),this.searching=this._delay(function(){this.term!==this._value()&amp;&amp;(this.selectedItem=null,this.search(null,t))},this.options.delay)},search:function(t,e){return t=null!=t?t:this._value(),this.term=this._value(),t.length&lt;this.options.minLength?this.close(e):this._trigger("search",e)!==!1?this._search(t):void 0},_search:function(t){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:t},this._response())},_response:function(){var e=++this.requestIndex;return t.proxy(function(t){e===this.requestIndex&amp;&amp;this.__response(t),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(t){t&amp;&amp;(t=this._normalize(t)),this._trigger("response",null,{content:t}),!this.options.disabled&amp;&amp;t&amp;&amp;t.length&amp;&amp;!this.cancelSearch?(this._suggest(t),this._trigger("open")):this._close()},close:function(t){this.cancelSearch=!0,this._close(t)},_close:function(t){this.menu.element.is(":visible")&amp;&amp;(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",t))},_change:function(t){this.previous!==this._value()&amp;&amp;this._trigger("change",t,{item:this.selectedItem})},_normalize:function(e){return e.length&amp;&amp;e[0].label&amp;&amp;e[0].value?e:t.map(e,function(e){return"string"==typeof e?{label:e,value:e}:t.extend({label:e.label||e.value,value:e.value||e.label},e)})},_suggest:function(e){var i=this.menu.element.empty();this._renderMenu(i,e),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(t.extend({of:this.element},this.options.position)),this.options.autoFocus&amp;&amp;this.menu.next()},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(e,i){var n=this;t.each(i,function(t,i){n._renderItemData(e,i)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(e,i){return t("&lt;li&gt;").append(t("&lt;a&gt;").text(i.label)).appendTo(e)},_move:function(t,e){return this.menu.element.is(":visible")?this.menu.isFirstItem()&amp;&amp;/^previous/.test(t)||this.menu.isLastItem()&amp;&amp;/^next/.test(t)?(this._value(this.term),void this.menu.blur()):void this.menu[t](e):void this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){(!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;(this._move(t,e),e.preventDefault())}}),t.extend(t.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&amp;")},filter:function(e,i){var n=new RegExp(t.ui.autocomplete.escapeRegex(i),"i");return t.grep(e,function(t){return n.test(t.label||t.value||t)})}}),t.widget("ui.autocomplete",t.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(t&gt;1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&amp;&amp;t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.text(e))}})}(n)},{"./core":7,"./menu":12,"./position":14,"./widget":17,jquery:18}],6:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),function(t,e){var i,n="ui-button ui-widget ui-state-default ui-corner-all",r="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",s=function(){var e=t(this);setTimeout(function(){e.find(":ui-button").button("refresh")},1)},o=function(e){var i=e.name,n=e.form,r=t([]);return i&amp;&amp;(i=i.replace(/'/g,"\\'"),r=n?t(n).find("[name='"+i+"']"):t("[name='"+i+"']",e.ownerDocument).filter(function(){return!this.form})),r};t.widget("ui.button",{version:"1.10.4",defaultElement:"&lt;button&gt;",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,s),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var e=this,r=this.options,a="checkbox"===this.type||"radio"===this.type,l=a?"":"ui-state-active";null===r.label&amp;&amp;(r.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(n).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){r.disabled||this===i&amp;&amp;t(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){r.disabled||t(this).removeClass(l)}).bind("click"+this.eventNamespace,function(t){r.disabled&amp;&amp;(t.preventDefault(),t.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),a&amp;&amp;this.element.bind("change"+this.eventNamespace,function(){e.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return r.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(r.disabled)return!1;t(this).addClass("ui-state-active"),e.buttonElement.attr("aria-pressed","true");var i=e.element[0];o(i).not(i).map(function(){return t(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return r.disabled?!1:(t(this).addClass("ui-state-active"),i=this,void e.document.one("mouseup",function(){i=null}))}).bind("mouseup"+this.eventNamespace,function(){return r.disabled?!1:void t(this).removeClass("ui-state-active")}).bind("keydown"+this.eventNamespace,function(e){return r.disabled?!1:void((e.keyCode===t.ui.keyCode.SPACE||e.keyCode===t.ui.keyCode.ENTER)&amp;&amp;t(this).addClass("ui-state-active"))}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){t(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&amp;&amp;this.buttonElement.keyup(function(e){e.keyCode===t.ui.keyCode.SPACE&amp;&amp;t(this).click()})),this._setOption("disabled",r.disabled),this._resetButton()},_determineButtonType:function(){var t,e,i;this.element.is("[type=checkbox]")?this.type="checkbox":this.element.is("[type=radio]")?this.type="radio":this.element.is("input")?this.type="input":this.type="button","checkbox"===this.type||"radio"===this.type?(t=this.element.parents().last(),e="label[for='"+this.element.attr("id")+"']",this.buttonElement=t.find(e),this.buttonElement.length||(t=t.length?t.siblings():this.element.siblings(),this.buttonElement=t.filter(e),this.buttonElement.length||(this.buttonElement=t.find(e))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&amp;&amp;this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(n+" ui-state-active "+r).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(t,e){return this._super(t,e),"disabled"===t?(this.element.prop("disabled",!!e),void(e&amp;&amp;this.buttonElement.removeClass("ui-state-focus"))):void this._resetButton()},refresh:function(){var e=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");e!==this.options.disabled&amp;&amp;this._setOption("disabled",e),"radio"===this.type?o(this.element[0]).each(function(){t(this).is(":checked")?t(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):t(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&amp;&amp;(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return void(this.options.label&amp;&amp;this.element.val(this.options.label));var e=this.buttonElement.removeClass(r),i=t("&lt;span&gt;&lt;/span&gt;",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(e.empty()).text(),n=this.options.icons,s=n.primary&amp;&amp;n.secondary,o=[];n.primary||n.secondary?(this.options.text&amp;&amp;o.push("ui-button-text-icon"+(s?"s":n.primary?"-primary":"-secondary")),n.primary&amp;&amp;e.prepend("&lt;span class='ui-button-icon-primary ui-icon "+n.primary+"'&gt;&lt;/span&gt;"),n.secondary&amp;&amp;e.append("&lt;span class='ui-button-icon-secondary ui-icon "+n.secondary+"'&gt;&lt;/span&gt;"),this.options.text||(o.push(s?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||e.attr("title",t.trim(i)))):o.push("ui-button-text-only"),e.addClass(o.join(" "))}}),t.widget("ui.buttonset",{version:"1.10.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(t,e){"disabled"===t&amp;&amp;this.buttons.button("option",t,e),this._super(t,e)},refresh:function(){var e="rtl"===this.element.css("direction");this.buttons=this.element.find(this.options.items).filter(":ui-button").button("refresh").end().not(":ui-button").button().end().map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(e?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(e?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}})}(n)},{"./core":7,"./widget":17,jquery:18}],7:[function(t,e,i){var n=t("jquery");!function(t,e){function i(e,i){var r,s,o,a=e.nodeName.toLowerCase();return"area"===a?(r=e.parentNode,s=r.name,e.href&amp;&amp;s&amp;&amp;"map"===r.nodeName.toLowerCase()?(o=t("img[usemap=#"+s+"]")[0],!!o&amp;&amp;n(o)):!1):(/input|select|textarea|button|object/.test(a)?!e.disabled:"a"===a?e.href||i:i)&amp;&amp;n(e)}function n(e){return t.expr.filters.visible(e)&amp;&amp;!t(e).parents().addBack().filter(function(){return"hidden"===t.css(this,"visibility")}).length}var r=0,s=/^ui-id-\d+$/;t.ui=t.ui||{},t.extend(t.ui,{version:"1.10.4",keyCode:{BACKSPACE:8,COMMA:188,DELETE:46,DOWN:40,END:35,ENTER:13,ESCAPE:27,HOME:36,LEFT:37,NUMPAD_ADD:107,NUMPAD_DECIMAL:110,NUMPAD_DIVIDE:111,NUMPAD_ENTER:108,NUMPAD_MULTIPLY:106,NUMPAD_SUBTRACT:109,PAGE_DOWN:34,PAGE_UP:33,PERIOD:190,RIGHT:39,SPACE:32,TAB:9,UP:38}}),t.fn.extend({focus:function(e){return function(i,n){return"number"==typeof i?this.each(function(){var e=this;setTimeout(function(){t(e).focus(),n&amp;&amp;n.call(e)},i)}):e.apply(this,arguments)}}(t.fn.focus),scrollParent:function(){var e;return e=t.ui.ie&amp;&amp;/(static|relative)/.test(this.css("position"))||/absolute/.test(this.css("position"))?this.parents().filter(function(){return/(relative|absolute|fixed)/.test(t.css(this,"position"))&amp;&amp;/(auto|scroll)/.test(t.css(this,"overflow")+t.css(this,"overflow-y")+t.css(this,"overflow-x"))}).eq(0):this.parents().filter(function(){return/(auto|scroll)/.test(t.css(this,"overflow")+t.css(this,"overflow-y")+t.css(this,"overflow-x"))}).eq(0),/fixed/.test(this.css("position"))||!e.length?t(document):e},zIndex:function(i){if(i!==e)return this.css("zIndex",i);if(this.length)for(var n,r,s=t(this[0]);s.length&amp;&amp;s[0]!==document;){if(n=s.css("position"),("absolute"===n||"relative"===n||"fixed"===n)&amp;&amp;(r=parseInt(s.css("zIndex"),10),!isNaN(r)&amp;&amp;0!==r))return r;s=s.parent()}return 0},uniqueId:function(){return this.each(function(){this.id||(this.id="ui-id-"+ ++r)})},removeUniqueId:function(){return this.each(function(){s.test(this.id)&amp;&amp;t(this).removeAttr("id")})}}),t.extend(t.expr[":"],{data:t.expr.createPseudo?t.expr.createPseudo(function(e){return function(i){return!!t.data(i,e)}}):function(e,i,n){return!!t.data(e,n[3])},focusable:function(e){return i(e,!isNaN(t.attr(e,"tabindex")))},tabbable:function(e){var n=t.attr(e,"tabindex"),r=isNaN(n);return(r||n&gt;=0)&amp;&amp;i(e,!r)}}),t("&lt;a&gt;").outerWidth(1).jquery||t.each(["Width","Height"],function(i,n){function r(e,i,n,r){return t.each(s,function(){i-=parseFloat(t.css(e,"padding"+this))||0,n&amp;&amp;(i-=parseFloat(t.css(e,"border"+this+"Width"))||0),r&amp;&amp;(i-=parseFloat(t.css(e,"margin"+this))||0);
}),i}var s="Width"===n?["Left","Right"]:["Top","Bottom"],o=n.toLowerCase(),a={innerWidth:t.fn.innerWidth,innerHeight:t.fn.innerHeight,outerWidth:t.fn.outerWidth,outerHeight:t.fn.outerHeight};t.fn["inner"+n]=function(i){return i===e?a["inner"+n].call(this):this.each(function(){t(this).css(o,r(this,i)+"px")})},t.fn["outer"+n]=function(e,i){return"number"!=typeof e?a["outer"+n].call(this,e):this.each(function(){t(this).css(o,r(this,e,!0,i)+"px")})}}),t.fn.addBack||(t.fn.addBack=function(t){return this.add(null==t?this.prevObject:this.prevObject.filter(t))}),t("&lt;a&gt;").data("a-b","a").removeData("a-b").data("a-b")&amp;&amp;(t.fn.removeData=function(e){return function(i){return arguments.length?e.call(this,t.camelCase(i)):e.call(this)}}(t.fn.removeData)),t.ui.ie=!!/msie [\w.]+/.exec(navigator.userAgent.toLowerCase()),t.support.selectstart="onselectstart"in document.createElement("div"),t.fn.extend({disableSelection:function(){return this.bind((t.support.selectstart?"selectstart":"mousedown")+".ui-disableSelection",function(t){t.preventDefault()})},enableSelection:function(){return this.unbind(".ui-disableSelection")}}),t.extend(t.ui,{plugin:{add:function(e,i,n){var r,s=t.ui[e].prototype;for(r in n)s.plugins[r]=s.plugins[r]||[],s.plugins[r].push([i,n[r]])},call:function(t,e,i){var n,r=t.plugins[e];if(r&amp;&amp;t.element[0].parentNode&amp;&amp;11!==t.element[0].parentNode.nodeType)for(n=0;n&lt;r.length;n++)t.options[r[n][0]]&amp;&amp;r[n][1].apply(t.element,i)}},hasScroll:function(e,i){if("hidden"===t(e).css("overflow"))return!1;var n=i&amp;&amp;"left"===i?"scrollLeft":"scrollTop",r=!1;return e[n]&gt;0?!0:(e[n]=1,r=e[n]&gt;0,e[n]=0,r)}})}(n)},{jquery:18}],8:[function(t,e,i){var n=t("jquery");t("./core"),function(t,e){function i(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:""},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},t.extend(this._defaults,this.regional[""]),this.dpDiv=n(t("&lt;div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;"))}function n(e){var i="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return e.delegate(i,"mouseout",function(){t(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).removeClass("ui-datepicker-next-hover")}).delegate(i,"mouseover",function(){t.datepicker._isDisabledDatepicker(s.inline?e.parent()[0]:s.input[0])||(t(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),t(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).addClass("ui-datepicker-next-hover"))})}function r(e,i){t.extend(e,i);for(var n in i)null==i[n]&amp;&amp;(e[n]=i[n]);return e}t.extend(t.ui,{datepicker:{version:"1.10.4"}});var s,o="datepicker";t.extend(i.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return r(this._defaults,t||{}),this},_attachDatepicker:function(e,i){var n,r,s;n=e.nodeName.toLowerCase(),r="div"===n||"span"===n,e.id||(this.uuid+=1,e.id="dp"+this.uuid),s=this._newInst(t(e),r),s.settings=t.extend({},i||{}),"input"===n?this._connectDatepicker(e,s):r&amp;&amp;this._inlineDatepicker(e,s)},_newInst:function(e,i){var r=e[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1");return{id:r,input:e,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:i,dpDiv:i?n(t("&lt;div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;")):this.dpDiv}},_connectDatepicker:function(e,i){var n=t(e);i.append=t([]),i.trigger=t([]),n.hasClass(this.markerClassName)||(this._attachments(n,i),n.addClass(this.markerClassName).keydown(this._doKeyDown).keypress(this._doKeyPress).keyup(this._doKeyUp),this._autoSize(i),t.data(e,o,i),i.settings.disabled&amp;&amp;this._disableDatepicker(e))},_attachments:function(e,i){var n,r,s,o=this._get(i,"appendText"),a=this._get(i,"isRTL");i.append&amp;&amp;i.append.remove(),o&amp;&amp;(i.append=t("&lt;span class='"+this._appendClass+"'&gt;"+o+"&lt;/span&gt;"),e[a?"before":"after"](i.append)),e.unbind("focus",this._showDatepicker),i.trigger&amp;&amp;i.trigger.remove(),n=this._get(i,"showOn"),("focus"===n||"both"===n)&amp;&amp;e.focus(this._showDatepicker),("button"===n||"both"===n)&amp;&amp;(r=this._get(i,"buttonText"),s=this._get(i,"buttonImage"),i.trigger=t(this._get(i,"buttonImageOnly")?t("&lt;img/&gt;").addClass(this._triggerClass).attr({src:s,alt:r,title:r}):t("&lt;button type='button'&gt;&lt;/button&gt;").addClass(this._triggerClass).html(s?t("&lt;img/&gt;").attr({src:s,alt:r,title:r}):r)),e[a?"before":"after"](i.trigger),i.trigger.click(function(){return t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput===e[0]?t.datepicker._hideDatepicker():t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput!==e[0]?(t.datepicker._hideDatepicker(),t.datepicker._showDatepicker(e[0])):t.datepicker._showDatepicker(e[0]),!1}))},_autoSize:function(t){if(this._get(t,"autoSize")&amp;&amp;!t.inline){var e,i,n,r,s=new Date(2009,11,20),o=this._get(t,"dateFormat");o.match(/[DM]/)&amp;&amp;(e=function(t){for(i=0,n=0,r=0;r&lt;t.length;r++)t[r].length&gt;i&amp;&amp;(i=t[r].length,n=r);return n},s.setMonth(e(this._get(t,o.match(/MM/)?"monthNames":"monthNamesShort"))),s.setDate(e(this._get(t,o.match(/DD/)?"dayNames":"dayNamesShort"))+20-s.getDay())),t.input.attr("size",this._formatDate(t,s).length)}},_inlineDatepicker:function(e,i){var n=t(e);n.hasClass(this.markerClassName)||(n.addClass(this.markerClassName).append(i.dpDiv),t.data(e,o,i),this._setDate(i,this._getDefaultDate(i),!0),this._updateDatepicker(i),this._updateAlternate(i),i.settings.disabled&amp;&amp;this._disableDatepicker(e),i.dpDiv.css("display","block"))},_dialogDatepicker:function(e,i,n,s,a){var l,u,h,c,p,d=this._dialogInst;return d||(this.uuid+=1,l="dp"+this.uuid,this._dialogInput=t("&lt;input type='text' id='"+l+"' style='position: absolute; top: -100px; width: 0px;'/&gt;"),this._dialogInput.keydown(this._doKeyDown),t("body").append(this._dialogInput),d=this._dialogInst=this._newInst(this._dialogInput,!1),d.settings={},t.data(this._dialogInput[0],o,d)),r(d.settings,s||{}),i=i&amp;&amp;i.constructor===Date?this._formatDate(d,i):i,this._dialogInput.val(i),this._pos=a?a.length?a:[a.pageX,a.pageY]:null,this._pos||(u=document.documentElement.clientWidth,h=document.documentElement.clientHeight,c=document.documentElement.scrollLeft||document.body.scrollLeft,p=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[u/2-100+c,h/2-150+p]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),d.settings.onSelect=n,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),t.blockUI&amp;&amp;t.blockUI(this.dpDiv),t.data(this._dialogInput[0],o,d),this},_destroyDatepicker:function(e){var i,n=t(e),r=t.data(e,o);n.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),t.removeData(e,o),"input"===i?(r.append.remove(),r.trigger.remove(),n.removeClass(this.markerClassName).unbind("focus",this._showDatepicker).unbind("keydown",this._doKeyDown).unbind("keypress",this._doKeyPress).unbind("keyup",this._doKeyUp)):("div"===i||"span"===i)&amp;&amp;n.removeClass(this.markerClassName).empty())},_enableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().removeClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().addClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e&lt;this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(e){try{return t.data(e,o)}catch(i){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(i,n,s){var o,a,l,u,h=this._getInst(i);return 2===arguments.length&amp;&amp;"string"==typeof n?"defaults"===n?t.extend({},t.datepicker._defaults):h?"all"===n?t.extend({},h.settings):this._get(h,n):null:(o=n||{},"string"==typeof n&amp;&amp;(o={},o[n]=s),void(h&amp;&amp;(this._curInst===h&amp;&amp;this._hideDatepicker(),a=this._getDateDatepicker(i,!0),l=this._getMinMaxDate(h,"min"),u=this._getMinMaxDate(h,"max"),r(h.settings,o),null!==l&amp;&amp;o.dateFormat!==e&amp;&amp;o.minDate===e&amp;&amp;(h.settings.minDate=this._formatDate(h,l)),null!==u&amp;&amp;o.dateFormat!==e&amp;&amp;o.maxDate===e&amp;&amp;(h.settings.maxDate=this._formatDate(h,u)),"disabled"in o&amp;&amp;(o.disabled?this._disableDatepicker(i):this._enableDatepicker(i)),this._attachments(t(i),h),this._autoSize(h),this._setDate(h,a),this._updateAlternate(h),this._updateDatepicker(h))))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){var e=this._getInst(t);e&amp;&amp;this._updateDatepicker(e)},_setDateDatepicker:function(t,e){var i=this._getInst(t);i&amp;&amp;(this._setDate(i,e),this._updateDatepicker(i),this._updateAlternate(i))},_getDateDatepicker:function(t,e){var i=this._getInst(t);return i&amp;&amp;!i.inline&amp;&amp;this._setDateFromField(i,e),i?this._getDate(i):null},_doKeyDown:function(e){var i,n,r,s=t.datepicker._getInst(e.target),o=!0,a=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,t.datepicker._datepickerShowing)switch(e.keyCode){case 9:t.datepicker._hideDatepicker(),o=!1;break;case 13:return r=t("td."+t.datepicker._dayOverClass+":not(."+t.datepicker._currentClass+")",s.dpDiv),r[0]&amp;&amp;t.datepicker._selectDay(e.target,s.selectedMonth,s.selectedYear,r[0]),i=t.datepicker._get(s,"onSelect"),i?(n=t.datepicker._formatDate(s),i.apply(s.input?s.input[0]:null,[n,s])):t.datepicker._hideDatepicker(),!1;case 27:t.datepicker._hideDatepicker();break;case 33:t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 34:t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 35:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._clearDate(e.target),o=e.ctrlKey||e.metaKey;break;case 36:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._gotoToday(e.target),o=e.ctrlKey||e.metaKey;break;case 37:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?1:-1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 38:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,-7,"D"),o=e.ctrlKey||e.metaKey;break;case 39:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?-1:1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 40:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,7,"D"),o=e.ctrlKey||e.metaKey;break;default:o=!1}else 36===e.keyCode&amp;&amp;e.ctrlKey?t.datepicker._showDatepicker(this):o=!1;o&amp;&amp;(e.preventDefault(),e.stopPropagation())},_doKeyPress:function(e){var i,n,r=t.datepicker._getInst(e.target);return t.datepicker._get(r,"constrainInput")?(i=t.datepicker._possibleChars(t.datepicker._get(r,"dateFormat")),n=String.fromCharCode(null==e.charCode?e.keyCode:e.charCode),e.ctrlKey||e.metaKey||" "&gt;n||!i||i.indexOf(n)&gt;-1):void 0},_doKeyUp:function(e){var i,n=t.datepicker._getInst(e.target);if(n.input.val()!==n.lastVal)try{i=t.datepicker.parseDate(t.datepicker._get(n,"dateFormat"),n.input?n.input.val():null,t.datepicker._getFormatConfig(n)),i&amp;&amp;(t.datepicker._setDateFromField(n),t.datepicker._updateAlternate(n),t.datepicker._updateDatepicker(n))}catch(r){}return!0},_showDatepicker:function(e){if(e=e.target||e,"input"!==e.nodeName.toLowerCase()&amp;&amp;(e=t("input",e.parentNode)[0]),!t.datepicker._isDisabledDatepicker(e)&amp;&amp;t.datepicker._lastInput!==e){var i,n,s,o,a,l,u;i=t.datepicker._getInst(e),t.datepicker._curInst&amp;&amp;t.datepicker._curInst!==i&amp;&amp;(t.datepicker._curInst.dpDiv.stop(!0,!0),i&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._hideDatepicker(t.datepicker._curInst.input[0])),n=t.datepicker._get(i,"beforeShow"),s=n?n.apply(e,[e,i]):{},s!==!1&amp;&amp;(r(i.settings,s),i.lastVal=null,t.datepicker._lastInput=e,t.datepicker._setDateFromField(i),t.datepicker._inDialog&amp;&amp;(e.value=""),t.datepicker._pos||(t.datepicker._pos=t.datepicker._findPos(e),t.datepicker._pos[1]+=e.offsetHeight),o=!1,t(e).parents().each(function(){return o|="fixed"===t(this).css("position"),!o}),a={left:t.datepicker._pos[0],top:t.datepicker._pos[1]},t.datepicker._pos=null,i.dpDiv.empty(),i.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),t.datepicker._updateDatepicker(i),a=t.datepicker._checkOffset(i,a,o),i.dpDiv.css({position:t.datepicker._inDialog&amp;&amp;t.blockUI?"static":o?"fixed":"absolute",display:"none",left:a.left+"px",top:a.top+"px"}),i.inline||(l=t.datepicker._get(i,"showAnim"),u=t.datepicker._get(i,"duration"),i.dpDiv.zIndex(t(e).zIndex()+1),t.datepicker._datepickerShowing=!0,t.effects&amp;&amp;t.effects.effect[l]?i.dpDiv.show(l,t.datepicker._get(i,"showOptions"),u):i.dpDiv[l||"show"](l?u:null),t.datepicker._shouldFocusInput(i)&amp;&amp;i.input.focus(),t.datepicker._curInst=i))}},_updateDatepicker:function(e){this.maxRows=4,s=e,e.dpDiv.empty().append(this._generateHTML(e)),this._attachHandlers(e),e.dpDiv.find("."+this._dayOverClass+" a").mouseover();var i,n=this._getNumberOfMonths(e),r=n[1],o=17;e.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),r&gt;1&amp;&amp;e.dpDiv.addClass("ui-datepicker-multi-"+r).css("width",o*r+"em"),e.dpDiv[(1!==n[0]||1!==n[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),e.dpDiv[(this._get(e,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),e===t.datepicker._curInst&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._shouldFocusInput(e)&amp;&amp;e.input.focus(),e.yearshtml&amp;&amp;(i=e.yearshtml,setTimeout(function(){i===e.yearshtml&amp;&amp;e.yearshtml&amp;&amp;e.dpDiv.find("select.ui-datepicker-year:first").replaceWith(e.yearshtml),i=e.yearshtml=null},0))},_shouldFocusInput:function(t){return t.input&amp;&amp;t.input.is(":visible")&amp;&amp;!t.input.is(":disabled")&amp;&amp;!t.input.is(":focus")},_checkOffset:function(e,i,n){var r=e.dpDiv.outerWidth(),s=e.dpDiv.outerHeight(),o=e.input?e.input.outerWidth():0,a=e.input?e.input.outerHeight():0,l=document.documentElement.clientWidth+(n?0:t(document).scrollLeft()),u=document.documentElement.clientHeight+(n?0:t(document).scrollTop());return i.left-=this._get(e,"isRTL")?r-o:0,i.left-=n&amp;&amp;i.left===e.input.offset().left?t(document).scrollLeft():0,i.top-=n&amp;&amp;i.top===e.input.offset().top+a?t(document).scrollTop():0,i.left-=Math.min(i.left,i.left+r&gt;l&amp;&amp;l&gt;r?Math.abs(i.left+r-l):0),i.top-=Math.min(i.top,i.top+s&gt;u&amp;&amp;u&gt;s?Math.abs(s+a):0),i},_findPos:function(e){for(var i,n=this._getInst(e),r=this._get(n,"isRTL");e&amp;&amp;("hidden"===e.type||1!==e.nodeType||t.expr.filters.hidden(e));)e=e[r?"previousSibling":"nextSibling"];return i=t(e).offset(),[i.left,i.top]},_hideDatepicker:function(e){var i,n,r,s,a=this._curInst;!a||e&amp;&amp;a!==t.data(e,o)||this._datepickerShowing&amp;&amp;(i=this._get(a,"showAnim"),n=this._get(a,"duration"),r=function(){t.datepicker._tidyDialog(a)},t.effects&amp;&amp;(t.effects.effect[i]||t.effects[i])?a.dpDiv.hide(i,t.datepicker._get(a,"showOptions"),n,r):a.dpDiv["slideDown"===i?"slideUp":"fadeIn"===i?"fadeOut":"hide"](i?n:null,r),i||r(),this._datepickerShowing=!1,s=this._get(a,"onClose"),s&amp;&amp;s.apply(a.input?a.input[0]:null,[a.input?a.input.val():"",a]),this._lastInput=null,this._inDialog&amp;&amp;(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),t.blockUI&amp;&amp;(t.unblockUI(),t("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).unbind(".ui-datepicker-calendar")},_checkExternalClick:function(e){if(t.datepicker._curInst){var i=t(e.target),n=t.datepicker._getInst(i[0]);(i[0].id!==t.datepicker._mainDivId&amp;&amp;0===i.parents("#"+t.datepicker._mainDivId).length&amp;&amp;!i.hasClass(t.datepicker.markerClassName)&amp;&amp;!i.closest("."+t.datepicker._triggerClass).length&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;(!t.datepicker._inDialog||!t.blockUI)||i.hasClass(t.datepicker.markerClassName)&amp;&amp;t.datepicker._curInst!==n)&amp;&amp;t.datepicker._hideDatepicker()}},_adjustDate:function(e,i,n){var r=t(e),s=this._getInst(r[0]);this._isDisabledDatepicker(r[0])||(this._adjustInstDate(s,i+("M"===n?this._get(s,"showCurrentAtPos"):0),n),this._updateDatepicker(s))},_gotoToday:function(e){var i,n=t(e),r=this._getInst(n[0]);this._get(r,"gotoCurrent")&amp;&amp;r.currentDay?(r.selectedDay=r.currentDay,r.drawMonth=r.selectedMonth=r.currentMonth,r.drawYear=r.selectedYear=r.currentYear):(i=new Date,r.selectedDay=i.getDate(),r.drawMonth=r.selectedMonth=i.getMonth(),r.drawYear=r.selectedYear=i.getFullYear()),this._notifyChange(r),this._adjustDate(n)},_selectMonthYear:function(e,i,n){var r=t(e),s=this._getInst(r[0]);s["selected"+("M"===n?"Month":"Year")]=s["draw"+("M"===n?"Month":"Year")]=parseInt(i.options[i.selectedIndex].value,10),this._notifyChange(s),this._adjustDate(r)},_selectDay:function(e,i,n,r){var s,o=t(e);t(r).hasClass(this._unselectableClass)||this._isDisabledDatepicker(o[0])||(s=this._getInst(o[0]),s.selectedDay=s.currentDay=t("a",r).html(),s.selectedMonth=s.currentMonth=i,s.selectedYear=s.currentYear=n,this._selectDate(e,this._formatDate(s,s.currentDay,s.currentMonth,s.currentYear)))},_clearDate:function(e){var i=t(e);this._selectDate(i,"")},_selectDate:function(e,i){var n,r=t(e),s=this._getInst(r[0]);i=null!=i?i:this._formatDate(s),s.input&amp;&amp;s.input.val(i),this._updateAlternate(s),n=this._get(s,"onSelect"),n?n.apply(s.input?s.input[0]:null,[i,s]):s.input&amp;&amp;s.input.trigger("change"),s.inline?this._updateDatepicker(s):(this._hideDatepicker(),this._lastInput=s.input[0],"object"!=typeof s.input[0]&amp;&amp;s.input.focus(),this._lastInput=null)},_updateAlternate:function(e){var i,n,r,s=this._get(e,"altField");s&amp;&amp;(i=this._get(e,"altFormat")||this._get(e,"dateFormat"),n=this._getDate(e),r=this.formatDate(i,n,this._getFormatConfig(e)),t(s).each(function(){t(this).val(r)}))},noWeekends:function(t){var e=t.getDay();return[e&gt;0&amp;&amp;6&gt;e,""]},iso8601Week:function(t){var e,i=new Date(t.getTime());return i.setDate(i.getDate()+4-(i.getDay()||7)),e=i.getTime(),i.setMonth(0),i.setDate(1),Math.floor(Math.round((e-i)/864e5)/7)+1},parseDate:function(e,i,n){if(null==e||null==i)throw"Invalid arguments";if(i="object"==typeof i?i.toString():i+"",""===i)return null;var r,s,o,a,l=0,u=(n?n.shortYearCutoff:null)||this._defaults.shortYearCutoff,h="string"!=typeof u?u:(new Date).getFullYear()%100+parseInt(u,10),c=(n?n.dayNamesShort:null)||this._defaults.dayNamesShort,p=(n?n.dayNames:null)||this._defaults.dayNames,d=(n?n.monthNamesShort:null)||this._defaults.monthNamesShort,f=(n?n.monthNames:null)||this._defaults.monthNames,g=-1,m=-1,_=-1,v=-1,y=!1,b=function(t){var i=r+1&lt;e.length&amp;&amp;e.charAt(r+1)===t;return i&amp;&amp;r++,i},w=function(t){var e=b(t),n="@"===t?14:"!"===t?20:"y"===t&amp;&amp;e?4:"o"===t?3:2,r=new RegExp("^\\d{1,"+n+"}"),s=i.substring(l).match(r);if(!s)throw"Missing number at position "+l;return l+=s[0].length,parseInt(s[0],10)},x=function(e,n,r){var s=-1,o=t.map(b(e)?r:n,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(t.each(o,function(t,e){var n=e[1];return i.substr(l,n.length).toLowerCase()===n.toLowerCase()?(s=e[0],l+=n.length,!1):void 0}),-1!==s)return s+1;throw"Unknown name at position "+l},k=function(){if(i.charAt(l)!==e.charAt(r))throw"Unexpected literal at position "+l;l++};for(r=0;r&lt;e.length;r++)if(y)"'"!==e.charAt(r)||b("'")?k():y=!1;else switch(e.charAt(r)){case"d":_=w("d");break;case"D":x("D",c,p);break;case"o":v=w("o");break;case"m":m=w("m");break;case"M":m=x("M",d,f);break;case"y":g=w("y");break;case"@":a=new Date(w("@")),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"!":a=new Date((w("!")-this._ticksTo1970)/1e4),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"'":b("'")?k():y=!0;break;default:k()}if(l&lt;i.length&amp;&amp;(o=i.substr(l),!/^\s+/.test(o)))throw"Extra/unparsed characters found in date: "+o;if(-1===g?g=(new Date).getFullYear():100&gt;g&amp;&amp;(g+=(new Date).getFullYear()-(new Date).getFullYear()%100+(h&gt;=g?0:-100)),v&gt;-1)for(m=1,_=v;;){if(s=this._getDaysInMonth(g,m-1),s&gt;=_)break;m++,_-=s}if(a=this._daylightSavingAdjust(new Date(g,m-1,_)),a.getFullYear()!==g||a.getMonth()+1!==m||a.getDate()!==_)throw"Invalid date";return a},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*60*60*1e7,formatDate:function(t,e,i){if(!e)return"";var n,r=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,s=(i?i.dayNames:null)||this._defaults.dayNames,o=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,a=(i?i.monthNames:null)||this._defaults.monthNames,l=function(e){var i=n+1&lt;t.length&amp;&amp;t.charAt(n+1)===e;return i&amp;&amp;n++,i},u=function(t,e,i){var n=""+e;if(l(t))for(;n.length&lt;i;)n="0"+n;return n},h=function(t,e,i,n){return l(t)?n[e]:i[e]},c="",p=!1;if(e)for(n=0;n&lt;t.length;n++)if(p)"'"!==t.charAt(n)||l("'")?c+=t.charAt(n):p=!1;else switch(t.charAt(n)){case"d":c+=u("d",e.getDate(),2);break;case"D":c+=h("D",e.getDay(),r,s);break;case"o":c+=u("o",Math.round((new Date(e.getFullYear(),e.getMonth(),e.getDate()).getTime()-new Date(e.getFullYear(),0,0).getTime())/864e5),3);break;case"m":c+=u("m",e.getMonth()+1,2);break;case"M":c+=h("M",e.getMonth(),o,a);break;case"y":c+=l("y")?e.getFullYear():(e.getYear()%100&lt;10?"0":"")+e.getYear()%100;break;case"@":c+=e.getTime();break;case"!":c+=1e4*e.getTime()+this._ticksTo1970;break;case"'":l("'")?c+="'":p=!0;break;default:c+=t.charAt(n)}return c},_possibleChars:function(t){var e,i="",n=!1,r=function(i){var n=e+1&lt;t.length&amp;&amp;t.charAt(e+1)===i;return n&amp;&amp;e++,n};for(e=0;e&lt;t.length;e++)if(n)"'"!==t.charAt(e)||r("'")?i+=t.charAt(e):n=!1;else switch(t.charAt(e)){case"d":case"m":case"y":case"@":i+="0123456789";break;case"D":case"M":return null;case"'":r("'")?i+="'":n=!0;break;default:i+=t.charAt(e)}return i},_get:function(t,i){return t.settings[i]!==e?t.settings[i]:this._defaults[i]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),n=t.lastVal=t.input?t.input.val():null,r=this._getDefaultDate(t),s=r,o=this._getFormatConfig(t);try{s=this.parseDate(i,n,o)||r}catch(a){n=e?"":n}t.selectedDay=s.getDate(),t.drawMonth=t.selectedMonth=s.getMonth(),t.drawYear=t.selectedYear=s.getFullYear(),t.currentDay=n?s.getDate():0,t.currentMonth=n?s.getMonth():0,t.currentYear=n?s.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(e,i,n){var r=function(t){var e=new Date;return e.setDate(e.getDate()+t),e},s=function(i){try{return t.datepicker.parseDate(t.datepicker._get(e,"dateFormat"),i,t.datepicker._getFormatConfig(e))}catch(n){}for(var r=(i.toLowerCase().match(/^c/)?t.datepicker._getDate(e):null)||new Date,s=r.getFullYear(),o=r.getMonth(),a=r.getDate(),l=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,u=l.exec(i);u;){switch(u[2]||"d"){case"d":case"D":a+=parseInt(u[1],10);break;case"w":case"W":a+=7*parseInt(u[1],10);break;case"m":case"M":o+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o));break;case"y":case"Y":s+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o))}u=l.exec(i)}return new Date(s,o,a)},o=null==i||""===i?n:"string"==typeof i?s(i):"number"==typeof i?isNaN(i)?n:r(i):new Date(i.getTime());return o=o&amp;&amp;"Invalid Date"===o.toString()?n:o,o&amp;&amp;(o.setHours(0),o.setMinutes(0),o.setSeconds(0),o.setMilliseconds(0)),this._daylightSavingAdjust(o)},_daylightSavingAdjust:function(t){return t?(t.setHours(t.getHours()&gt;12?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var n=!e,r=t.selectedMonth,s=t.selectedYear,o=this._restrictMinMax(t,this._determineDate(t,e,new Date));t.selectedDay=t.currentDay=o.getDate(),t.drawMonth=t.selectedMonth=t.currentMonth=o.getMonth(),t.drawYear=t.selectedYear=t.currentYear=o.getFullYear(),r===t.selectedMonth&amp;&amp;s===t.selectedYear||i||this._notifyChange(t),this._adjustInstDate(t),t.input&amp;&amp;t.input.val(n?"":this._formatDate(t))},_getDate:function(t){var e=!t.currentYear||t.input&amp;&amp;""===t.input.val()?null:this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return e},_attachHandlers:function(e){var i=this._get(e,"stepMonths"),n="#"+e.id.replace(/\\\\/g,"\\");e.dpDiv.find("[data-handler]").map(function(){var e={prev:function(){t.datepicker._adjustDate(n,-i,"M")},next:function(){t.datepicker._adjustDate(n,+i,"M")},hide:function(){t.datepicker._hideDatepicker()},today:function(){t.datepicker._gotoToday(n)},selectDay:function(){return t.datepicker._selectDay(n,+this.getAttribute("data-month"),+this.getAttribute("data-year"),this),!1},selectMonth:function(){return t.datepicker._selectMonthYear(n,this,"M"),!1},selectYear:function(){return t.datepicker._selectMonthYear(n,this,"Y"),!1}};t(this).bind(this.getAttribute("data-event"),e[this.getAttribute("data-handler")])})},_generateHTML:function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L,H=new Date,B=this._daylightSavingAdjust(new Date(H.getFullYear(),H.getMonth(),H.getDate())),W=this._get(t,"isRTL"),q=this._get(t,"showButtonPanel"),Y=this._get(t,"hideIfNoPrevNext"),V=this._get(t,"navigationAsDateFormat"),$=this._getNumberOfMonths(t),U=this._get(t,"showCurrentAtPos"),G=this._get(t,"stepMonths"),X=1!==$[0]||1!==$[1],Z=this._daylightSavingAdjust(t.currentDay?new Date(t.currentYear,t.currentMonth,t.currentDay):new Date(9999,9,9)),J=this._getMinMaxDate(t,"min"),Q=this._getMinMaxDate(t,"max"),K=t.drawMonth-U,tt=t.drawYear;if(0&gt;K&amp;&amp;(K+=12,tt--),Q)for(e=this._daylightSavingAdjust(new Date(Q.getFullYear(),Q.getMonth()-$[0]*$[1]+1,Q.getDate())),e=J&amp;&amp;J&gt;e?J:e;this._daylightSavingAdjust(new Date(tt,K,1))&gt;e;)K--,0&gt;K&amp;&amp;(K=11,tt--);for(t.drawMonth=K,t.drawYear=tt,i=this._get(t,"prevText"),i=V?this.formatDate(i,this._daylightSavingAdjust(new Date(tt,K-G,1)),this._getFormatConfig(t)):i,n=this._canAdjustMonth(t,-1,tt,K)?"&lt;a class='ui-datepicker-prev ui-corner-all' data-handler='prev' data-event='click' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-prev ui-corner-all ui-state-disabled' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;",r=this._get(t,"nextText"),r=V?this.formatDate(r,this._daylightSavingAdjust(new Date(tt,K+G,1)),this._getFormatConfig(t)):r,s=this._canAdjustMonth(t,1,tt,K)?"&lt;a class='ui-datepicker-next ui-corner-all' data-handler='next' data-event='click' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-next ui-corner-all ui-state-disabled' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;",o=this._get(t,"currentText"),a=this._get(t,"gotoCurrent")&amp;&amp;t.currentDay?Z:B,o=V?this.formatDate(o,a,this._getFormatConfig(t)):o,l=t.inline?"":"&lt;button type='button' class='ui-datepicker-close ui-state-default ui-priority-primary ui-corner-all' data-handler='hide' data-event='click'&gt;"+this._get(t,"closeText")+"&lt;/button&gt;",u=q?"&lt;div class='ui-datepicker-buttonpane ui-widget-content'&gt;"+(W?l:"")+(this._isInRange(t,a)?"&lt;button type='button' class='ui-datepicker-current ui-state-default ui-priority-secondary ui-corner-all' data-handler='today' data-event='click'&gt;"+o+"&lt;/button&gt;":"")+(W?"":l)+"&lt;/div&gt;":"",h=parseInt(this._get(t,"firstDay"),10),h=isNaN(h)?0:h,c=this._get(t,"showWeek"),p=this._get(t,"dayNames"),d=this._get(t,"dayNamesMin"),f=this._get(t,"monthNames"),g=this._get(t,"monthNamesShort"),m=this._get(t,"beforeShowDay"),_=this._get(t,"showOtherMonths"),v=this._get(t,"selectOtherMonths"),y=this._getDefaultDate(t),b="",x=0;x&lt;$[0];x++){for(k="",this.maxRows=4,M=0;M&lt;$[1];M++){if(C=this._daylightSavingAdjust(new Date(tt,K,t.selectedDay)),D=" ui-corner-all",T="",X){if(T+="&lt;div class='ui-datepicker-group",$[1]&gt;1)switch(M){case 0:T+=" ui-datepicker-group-first",D=" ui-corner-"+(W?"right":"left");break;case $[1]-1:T+=" ui-datepicker-group-last",D=" ui-corner-"+(W?"left":"right");break;default:T+=" ui-datepicker-group-middle",D=""}T+="'&gt;"}for(T+="&lt;div class='ui-datepicker-header ui-widget-header ui-helper-clearfix"+D+"'&gt;"+(/all|left/.test(D)&amp;&amp;0===x?W?s:n:"")+(/all|right/.test(D)&amp;&amp;0===x?W?n:s:"")+this._generateMonthYearHeader(t,K,tt,J,Q,x&gt;0||M&gt;0,f,g)+"&lt;/div&gt;&lt;table class='ui-datepicker-calendar'&gt;&lt;thead&gt;&lt;tr&gt;",S=c?"&lt;th class='ui-datepicker-week-col'&gt;"+this._get(t,"weekHeader")+"&lt;/th&gt;":"",w=0;7&gt;w;w++)A=(w+h)%7,S+="&lt;th"+((w+h+6)%7&gt;=5?" class='ui-datepicker-week-end'":"")+"&gt;&lt;span title='"+p[A]+"'&gt;"+d[A]+"&lt;/span&gt;&lt;/th&gt;";for(T+=S+"&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;",P=this._getDaysInMonth(tt,K),tt===t.selectedYear&amp;&amp;K===t.selectedMonth&amp;&amp;(t.selectedDay=Math.min(t.selectedDay,P)),E=(this._getFirstDayOfMonth(tt,K)-h+7)%7,I=Math.ceil((E+P)/7),N=X&amp;&amp;this.maxRows&gt;I?this.maxRows:I,this.maxRows=N,R=this._daylightSavingAdjust(new Date(tt,K,1-E)),z=0;N&gt;z;z++){for(T+="&lt;tr&gt;",j=c?"&lt;td class='ui-datepicker-week-col'&gt;"+this._get(t,"calculateWeek")(R)+"&lt;/td&gt;":"",w=0;7&gt;w;w++)O=m?m.apply(t.input?t.input[0]:null,[R]):[!0,""],F=R.getMonth()!==K,L=F&amp;&amp;!v||!O[0]||J&amp;&amp;J&gt;R||Q&amp;&amp;R&gt;Q,j+="&lt;td class='"+((w+h+6)%7&gt;=5?" ui-datepicker-week-end":"")+(F?" ui-datepicker-other-month":"")+(R.getTime()===C.getTime()&amp;&amp;K===t.selectedMonth&amp;&amp;t._keyEvent||y.getTime()===R.getTime()&amp;&amp;y.getTime()===C.getTime()?" "+this._dayOverClass:"")+(L?" "+this._unselectableClass+" ui-state-disabled":"")+(F&amp;&amp;!_?"":" "+O[1]+(R.getTime()===Z.getTime()?" "+this._currentClass:"")+(R.getTime()===B.getTime()?" ui-datepicker-today":""))+"'"+(F&amp;&amp;!_||!O[2]?"":" title='"+O[2].replace(/'/g,"&amp;#39;")+"'")+(L?"":" data-handler='selectDay' data-event='click' data-month='"+R.getMonth()+"' data-year='"+R.getFullYear()+"'")+"&gt;"+(F&amp;&amp;!_?"&amp;#xa0;":L?"&lt;span class='ui-state-default'&gt;"+R.getDate()+"&lt;/span&gt;":"&lt;a class='ui-state-default"+(R.getTime()===B.getTime()?" ui-state-highlight":"")+(R.getTime()===Z.getTime()?" ui-state-active":"")+(F?" ui-priority-secondary":"")+"' href='#'&gt;"+R.getDate()+"&lt;/a&gt;")+"&lt;/td&gt;",
R.setDate(R.getDate()+1),R=this._daylightSavingAdjust(R);T+=j+"&lt;/tr&gt;"}K++,K&gt;11&amp;&amp;(K=0,tt++),T+="&lt;/tbody&gt;&lt;/table&gt;"+(X?"&lt;/div&gt;"+($[0]&gt;0&amp;&amp;M===$[1]-1?"&lt;div class='ui-datepicker-row-break'&gt;&lt;/div&gt;":""):""),k+=T}b+=k}return b+=u,t._keyEvent=!1,b},_generateMonthYearHeader:function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m=this._get(t,"changeMonth"),_=this._get(t,"changeYear"),v=this._get(t,"showMonthAfterYear"),y="&lt;div class='ui-datepicker-title'&gt;",b="";if(s||!m)b+="&lt;span class='ui-datepicker-month'&gt;"+o[e]+"&lt;/span&gt;";else{for(l=n&amp;&amp;n.getFullYear()===i,u=r&amp;&amp;r.getFullYear()===i,b+="&lt;select class='ui-datepicker-month' data-handler='selectMonth' data-event='change'&gt;",h=0;12&gt;h;h++)(!l||h&gt;=n.getMonth())&amp;&amp;(!u||h&lt;=r.getMonth())&amp;&amp;(b+="&lt;option value='"+h+"'"+(h===e?" selected='selected'":"")+"&gt;"+a[h]+"&lt;/option&gt;");b+="&lt;/select&gt;"}if(v||(y+=b+(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")),!t.yearshtml)if(t.yearshtml="",s||!_)y+="&lt;span class='ui-datepicker-year'&gt;"+i+"&lt;/span&gt;";else{for(c=this._get(t,"yearRange").split(":"),p=(new Date).getFullYear(),d=function(t){var e=t.match(/c[+\-].*/)?i+parseInt(t.substring(1),10):t.match(/[+\-].*/)?p+parseInt(t,10):parseInt(t,10);return isNaN(e)?p:e},f=d(c[0]),g=Math.max(f,d(c[1]||"")),f=n?Math.max(f,n.getFullYear()):f,g=r?Math.min(g,r.getFullYear()):g,t.yearshtml+="&lt;select class='ui-datepicker-year' data-handler='selectYear' data-event='change'&gt;";g&gt;=f;f++)t.yearshtml+="&lt;option value='"+f+"'"+(f===i?" selected='selected'":"")+"&gt;"+f+"&lt;/option&gt;";t.yearshtml+="&lt;/select&gt;",y+=t.yearshtml,t.yearshtml=null}return y+=this._get(t,"yearSuffix"),v&amp;&amp;(y+=(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")+b),y+="&lt;/div&gt;"},_adjustInstDate:function(t,e,i){var n=t.drawYear+("Y"===i?e:0),r=t.drawMonth+("M"===i?e:0),s=Math.min(t.selectedDay,this._getDaysInMonth(n,r))+("D"===i?e:0),o=this._restrictMinMax(t,this._daylightSavingAdjust(new Date(n,r,s)));t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),("M"===i||"Y"===i)&amp;&amp;this._notifyChange(t)},_restrictMinMax:function(t,e){var i=this._getMinMaxDate(t,"min"),n=this._getMinMaxDate(t,"max"),r=i&amp;&amp;i&gt;e?i:e;return n&amp;&amp;r&gt;n?n:r},_notifyChange:function(t){var e=this._get(t,"onChangeMonthYear");e&amp;&amp;e.apply(t.input?t.input[0]:null,[t.selectedYear,t.selectedMonth+1,t])},_getNumberOfMonths:function(t){var e=this._get(t,"numberOfMonths");return null==e?[1,1]:"number"==typeof e?[1,e]:e},_getMinMaxDate:function(t,e){return this._determineDate(t,this._get(t,e+"Date"),null)},_getDaysInMonth:function(t,e){return 32-this._daylightSavingAdjust(new Date(t,e,32)).getDate()},_getFirstDayOfMonth:function(t,e){return new Date(t,e,1).getDay()},_canAdjustMonth:function(t,e,i,n){var r=this._getNumberOfMonths(t),s=this._daylightSavingAdjust(new Date(i,n+(0&gt;e?e:r[0]*r[1]),1));return 0&gt;e&amp;&amp;s.setDate(this._getDaysInMonth(s.getFullYear(),s.getMonth())),this._isInRange(t,s)},_isInRange:function(t,e){var i,n,r=this._getMinMaxDate(t,"min"),s=this._getMinMaxDate(t,"max"),o=null,a=null,l=this._get(t,"yearRange");return l&amp;&amp;(i=l.split(":"),n=(new Date).getFullYear(),o=parseInt(i[0],10),a=parseInt(i[1],10),i[0].match(/[+\-].*/)&amp;&amp;(o+=n),i[1].match(/[+\-].*/)&amp;&amp;(a+=n)),(!r||e.getTime()&gt;=r.getTime())&amp;&amp;(!s||e.getTime()&lt;=s.getTime())&amp;&amp;(!o||e.getFullYear()&gt;=o)&amp;&amp;(!a||e.getFullYear()&lt;=a)},_getFormatConfig:function(t){var e=this._get(t,"shortYearCutoff");return e="string"!=typeof e?e:(new Date).getFullYear()%100+parseInt(e,10),{shortYearCutoff:e,dayNamesShort:this._get(t,"dayNamesShort"),dayNames:this._get(t,"dayNames"),monthNamesShort:this._get(t,"monthNamesShort"),monthNames:this._get(t,"monthNames")}},_formatDate:function(t,e,i,n){e||(t.currentDay=t.selectedDay,t.currentMonth=t.selectedMonth,t.currentYear=t.selectedYear);var r=e?"object"==typeof e?e:this._daylightSavingAdjust(new Date(n,i,e)):this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return this.formatDate(this._get(t,"dateFormat"),r,this._getFormatConfig(t))}}),t.fn.datepicker=function(e){if(!this.length)return this;t.datepicker.initialized||(t(document).mousedown(t.datepicker._checkExternalClick),t.datepicker.initialized=!0),0===t("#"+t.datepicker._mainDivId).length&amp;&amp;t("body").append(t.datepicker.dpDiv);var i=Array.prototype.slice.call(arguments,1);return"string"!=typeof e||"isDisabled"!==e&amp;&amp;"getDate"!==e&amp;&amp;"widget"!==e?"option"===e&amp;&amp;2===arguments.length&amp;&amp;"string"==typeof arguments[1]?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i)):this.each(function(){"string"==typeof e?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this].concat(i)):t.datepicker._attachDatepicker(this,e)}):t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i))},t.datepicker=new i,t.datepicker.initialized=!1,t.datepicker.uuid=(new Date).getTime(),t.datepicker.version="1.10.4"}(n)},{"./core":7,jquery:18}],9:[function(t,e,i){var n=t("jquery");t("./core"),t("./mouse"),t("./widget"),function(t,e){t.widget("ui.draggable",t.ui.mouse,{version:"1.10.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"!==this.options.helper||/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative"),this.options.addClasses&amp;&amp;this.element.addClass("ui-draggable"),this.options.disabled&amp;&amp;this.element.addClass("ui-draggable-disabled"),this._mouseInit()},_destroy:function(){this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._mouseDestroy()},_mouseCapture:function(e){var i=this.options;return this.helper||i.disabled||t(e.target).closest(".ui-resizable-handle").length&gt;0?!1:(this.handle=this._getHandle(e),this.handle?(t(i.iframeFix===!0?"iframe":i.iframeFix).each(function(){t("&lt;div class='ui-draggable-iframeFix' style='background: #fff;'&gt;&lt;/div&gt;").css({width:this.offsetWidth+"px",height:this.offsetHeight+"px",position:"absolute",opacity:"0.001",zIndex:1e3}).css(t(this).offset()).appendTo("body")}),!0):!1)},_mouseStart:function(e){var i=this.options;return this.helper=this._createHelper(e),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(),this.offsetParent=this.helper.offsetParent(),this.offsetParentCssPosition=this.offsetParent.css("position"),this.offset=this.positionAbs=this.element.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},this.offset.scroll=!1,t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.originalPosition=this.position=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,i.cursorAt&amp;&amp;this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",e)===!1?(this._clear(),!1):(this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;!i.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this._mouseDrag(e,!0),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStart(this,e),!0)},_mouseDrag:function(e,i){if("fixed"===this.offsetParentCssPosition&amp;&amp;(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),!i){var n=this._uiHash();if(this._trigger("drag",e,n)===!1)return this._mouseUp({}),!1;this.position=n.position}return this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),!1},_mouseStop:function(e){var i=this,n=!1;return t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;(n=t.ui.ddmanager.drop(this,e)),this.dropped&amp;&amp;(n=this.dropped,this.dropped=!1),"original"!==this.options.helper||t.contains(this.element[0].ownerDocument,this.element[0])?("invalid"===this.options.revert&amp;&amp;!n||"valid"===this.options.revert&amp;&amp;n||this.options.revert===!0||t.isFunction(this.options.revert)&amp;&amp;this.options.revert.call(this.element,n)?t(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",e)!==!1&amp;&amp;i._clear()}):this._trigger("stop",e)!==!1&amp;&amp;this._clear(),!1):!1},_mouseUp:function(e){return t("div.ui-draggable-iframeFix").each(function(){this.parentNode.removeChild(this)}),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStop(this,e),t.ui.mouse.prototype._mouseUp.call(this,e)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(e){return this.options.handle?!!t(e.target).closest(this.element.find(this.options.handle)).length:!0},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.element.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;return r.containment?"window"===r.containment?void(this.containment=[t(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,t(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,t(window).scrollLeft()+t(window).width()-this.helperProportions.width-this.margins.left,t(window).scrollTop()+(t(window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):"document"===r.containment?void(this.containment=[0,0,t(document).width()-this.helperProportions.width-this.margins.left,(t(document).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):r.containment.constructor===Array?void(this.containment=r.containment):("parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),i=t(r.containment),n=i[0],void(n&amp;&amp;(e="hidden"!==i.css("overflow"),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(e?Math.max(n.scrollWidth,n.offsetWidth):n.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(e?Math.max(n.scrollHeight,n.offsetHeight):n.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relative_container=i))):void(this.containment=null)},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent;return this.offset.scroll||(this.offset.scroll={top:r.scrollTop(),left:r.scrollLeft()}),{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top)*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)*n}},_generatePosition:function(e){var i,n,r,s,o=this.options,a="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,l=e.pageX,u=e.pageY;return this.offset.scroll||(this.offset.scroll={top:a.scrollTop(),left:a.scrollLeft()}),this.originalPosition&amp;&amp;(this.containment&amp;&amp;(this.relative_container?(n=this.relative_container.offset(),i=[this.containment[0]+n.left,this.containment[1]+n.top,this.containment[2]+n.left,this.containment[3]+n.top]):i=this.containment,e.pageX-this.offset.click.left&lt;i[0]&amp;&amp;(l=i[0]+this.offset.click.left),e.pageY-this.offset.click.top&lt;i[1]&amp;&amp;(u=i[1]+this.offset.click.top),e.pageX-this.offset.click.left&gt;i[2]&amp;&amp;(l=i[2]+this.offset.click.left),e.pageY-this.offset.click.top&gt;i[3]&amp;&amp;(u=i[3]+this.offset.click.top)),o.grid&amp;&amp;(r=o.grid[1]?this.originalPageY+Math.round((u-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,u=i?r-this.offset.click.top&gt;=i[1]||r-this.offset.click.top&gt;i[3]?r:r-this.offset.click.top&gt;=i[1]?r-o.grid[1]:r+o.grid[1]:r,s=o.grid[0]?this.originalPageX+Math.round((l-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,l=i?s-this.offset.click.left&gt;=i[0]||s-this.offset.click.left&gt;i[2]?s:s-this.offset.click.left&gt;=i[0]?s-o.grid[0]:s+o.grid[0]:s)),{top:u-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top),left:l-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1},_trigger:function(e,i,n){return n=n||this._uiHash(),t.ui.plugin.call(this,e,[i,n]),"drag"===e&amp;&amp;(this.positionAbs=this._convertPositionTo("absolute")),t.Widget.prototype._trigger.call(this,e,i,n)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),t.ui.plugin.add("draggable","connectToSortable",{start:function(e,i){var n=t(this).data("ui-draggable"),r=n.options,s=t.extend({},i,{item:n.element});n.sortables=[],t(r.connectToSortable).each(function(){var i=t.data(this,"ui-sortable");i&amp;&amp;!i.options.disabled&amp;&amp;(n.sortables.push({instance:i,shouldRevert:i.options.revert}),i.refreshPositions(),i._trigger("activate",e,s))})},stop:function(e,i){var n=t(this).data("ui-draggable"),r=t.extend({},i,{item:n.element});t.each(n.sortables,function(){this.instance.isOver?(this.instance.isOver=0,n.cancelHelperRemoval=!0,this.instance.cancelHelperRemoval=!1,this.shouldRevert&amp;&amp;(this.instance.options.revert=this.shouldRevert),this.instance._mouseStop(e),this.instance.options.helper=this.instance.options._helper,"original"===n.options.helper&amp;&amp;this.instance.currentItem.css({top:"auto",left:"auto"})):(this.instance.cancelHelperRemoval=!1,this.instance._trigger("deactivate",e,r))})},drag:function(e,i){var n=t(this).data("ui-draggable"),r=this;t.each(n.sortables,function(){var s=!1,o=this;this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;(s=!0,t.each(n.sortables,function(){return this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this!==o&amp;&amp;this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;t.contains(o.instance.element[0],this.instance.element[0])&amp;&amp;(s=!1),s})),s?(this.instance.isOver||(this.instance.isOver=1,this.instance.currentItem=t(r).clone().removeAttr("id").appendTo(this.instance.element).data("ui-sortable-item",!0),this.instance.options._helper=this.instance.options.helper,this.instance.options.helper=function(){return i.helper[0]},e.target=this.instance.currentItem[0],this.instance._mouseCapture(e,!0),this.instance._mouseStart(e,!0,!0),this.instance.offset.click.top=n.offset.click.top,this.instance.offset.click.left=n.offset.click.left,this.instance.offset.parent.left-=n.offset.parent.left-this.instance.offset.parent.left,this.instance.offset.parent.top-=n.offset.parent.top-this.instance.offset.parent.top,n._trigger("toSortable",e),n.dropped=this.instance.element,n.currentItem=n.element,this.instance.fromOutside=n),this.instance.currentItem&amp;&amp;this.instance._mouseDrag(e)):this.instance.isOver&amp;&amp;(this.instance.isOver=0,this.instance.cancelHelperRemoval=!0,this.instance.options.revert=!1,this.instance._trigger("out",e,this.instance._uiHash(this.instance)),this.instance._mouseStop(e,!0),this.instance.options.helper=this.instance.options._helper,this.instance.currentItem.remove(),this.instance.placeholder&amp;&amp;this.instance.placeholder.remove(),n._trigger("fromSortable",e),n.dropped=!1)})}}),t.ui.plugin.add("draggable","cursor",{start:function(){var e=t("body"),i=t(this).data("ui-draggable").options;e.css("cursor")&amp;&amp;(i._cursor=e.css("cursor")),e.css("cursor",i.cursor)},stop:function(){var e=t(this).data("ui-draggable").options;e._cursor&amp;&amp;t("body").css("cursor",e._cursor)}}),t.ui.plugin.add("draggable","opacity",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("opacity")&amp;&amp;(r._opacity=n.css("opacity")),n.css("opacity",r.opacity)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._opacity&amp;&amp;t(i.helper).css("opacity",n._opacity)}}),t.ui.plugin.add("draggable","scroll",{start:function(){var e=t(this).data("ui-draggable");e.scrollParent[0]!==document&amp;&amp;"HTML"!==e.scrollParent[0].tagName&amp;&amp;(e.overflowOffset=e.scrollParent.offset())},drag:function(e){var i=t(this).data("ui-draggable"),n=i.options,r=!1;i.scrollParent[0]!==document&amp;&amp;"HTML"!==i.scrollParent[0].tagName?(n.axis&amp;&amp;"x"===n.axis||(i.overflowOffset.top+i.scrollParent[0].offsetHeight-e.pageY&lt;n.scrollSensitivity?i.scrollParent[0].scrollTop=r=i.scrollParent[0].scrollTop+n.scrollSpeed:e.pageY-i.overflowOffset.top&lt;n.scrollSensitivity&amp;&amp;(i.scrollParent[0].scrollTop=r=i.scrollParent[0].scrollTop-n.scrollSpeed)),n.axis&amp;&amp;"y"===n.axis||(i.overflowOffset.left+i.scrollParent[0].offsetWidth-e.pageX&lt;n.scrollSensitivity?i.scrollParent[0].scrollLeft=r=i.scrollParent[0].scrollLeft+n.scrollSpeed:e.pageX-i.overflowOffset.left&lt;n.scrollSensitivity&amp;&amp;(i.scrollParent[0].scrollLeft=r=i.scrollParent[0].scrollLeft-n.scrollSpeed))):(n.axis&amp;&amp;"x"===n.axis||(e.pageY-t(document).scrollTop()&lt;n.scrollSensitivity?r=t(document).scrollTop(t(document).scrollTop()-n.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;n.scrollSensitivity&amp;&amp;(r=t(document).scrollTop(t(document).scrollTop()+n.scrollSpeed))),n.axis&amp;&amp;"y"===n.axis||(e.pageX-t(document).scrollLeft()&lt;n.scrollSensitivity?r=t(document).scrollLeft(t(document).scrollLeft()-n.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;n.scrollSensitivity&amp;&amp;(r=t(document).scrollLeft(t(document).scrollLeft()+n.scrollSpeed)))),r!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!n.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(i,e)}}),t.ui.plugin.add("draggable","snap",{start:function(){var e=t(this).data("ui-draggable"),i=e.options;e.snapElements=[],t(i.snap.constructor!==String?i.snap.items||":data(ui-draggable)":i.snap).each(function(){var i=t(this),n=i.offset();this!==e.element[0]&amp;&amp;e.snapElements.push({item:this,width:i.outerWidth(),height:i.outerHeight(),top:n.top,left:n.left})})},drag:function(e,i){var 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e,i=this.data("ui-draggable").options,n=t.makeArray(t(i.stack)).sort(function(e,i){return(parseInt(t(e).css("zIndex"),10)||0)-(parseInt(t(i).css("zIndex"),10)||0)});n.length&amp;&amp;(e=parseInt(t(n[0]).css("zIndex"),10)||0,t(n).each(function(i){t(this).css("zIndex",e+i)}),this.css("zIndex",e+n.length))}}),t.ui.plugin.add("draggable","zIndex",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("zIndex")&amp;&amp;(r._zIndex=n.css("zIndex")),n.css("zIndex",r.zIndex)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._zIndex&amp;&amp;t(i.helper).css("zIndex",n._zIndex)}})}(n)},{"./core":7,"./mouse":13,"./widget":17,jquery:18}],10:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),t("./mouse"),t("./draggable"),function(t,e){function i(t,e,i){return 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i=t.ui.ddmanager.current;i&amp;&amp;(i.currentItem||i.element)[0]!==this.element[0]&amp;&amp;this.accept.call(this.element[0],i.currentItem||i.element)&amp;&amp;(this.options.hoverClass&amp;&amp;this.element.removeClass(this.options.hoverClass),this._trigger("out",e,this.ui(i)))},_drop:function(e,i){var n=i||t.ui.ddmanager.current,r=!1;return n&amp;&amp;(n.currentItem||n.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var e=t.data(this,"ui-droppable");return e.options.greedy&amp;&amp;!e.options.disabled&amp;&amp;e.options.scope===n.options.scope&amp;&amp;e.accept.call(e.element[0],n.currentItem||n.element)&amp;&amp;t.ui.intersect(n,t.extend(e,{offset:e.element.offset()}),e.options.tolerance)?(r=!0,!1):void 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n,r,s=t.ui.ddmanager.droppables[e.options.scope]||[],o=i?i.type:null,a=(e.currentItem||e.element).find(":data(ui-droppable)").addBack();t:for(n=0;n&lt;s.length;n++)if(!(s[n].options.disabled||e&amp;&amp;!s[n].accept.call(s[n].element[0],e.currentItem||e.element))){for(r=0;r&lt;a.length;r++)if(a[r]===s[n].element[0]){s[n].proportions().height=0;continue t}s[n].visible="none"!==s[n].element.css("display"),s[n].visible&amp;&amp;("mousedown"===o&amp;&amp;s[n]._activate.call(s[n],i),s[n].offset=s[n].element.offset(),s[n].proportions({width:s[n].element[0].offsetWidth,height:s[n].element[0].offsetHeight}))}},drop:function(e,i){var n=!1;return t.each((t.ui.ddmanager.droppables[e.options.scope]||[]).slice(),function(){this.options&amp;&amp;(!this.options.disabled&amp;&amp;this.visible&amp;&amp;t.ui.intersect(e,this,this.options.tolerance)&amp;&amp;(n=this._drop.call(this,i)||n),!this.options.disabled&amp;&amp;this.visible&amp;&amp;this.accept.call(this.element[0],e.currentItem||e.element)&amp;&amp;(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),n},dragStart:function(e,i){e.element.parentsUntil("body").bind("scroll.droppable",function(){e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)})},drag:function(e,i){e.options.refreshPositions&amp;&amp;t.ui.ddmanager.prepareOffsets(e,i),t.each(t.ui.ddmanager.droppables[e.options.scope]||[],function(){if(!this.options.disabled&amp;&amp;!this.greedyChild&amp;&amp;this.visible){var 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o[a])s=o[a][r],o[a].hasOwnProperty(r)&amp;&amp;s!==e&amp;&amp;(t.isPlainObject(s)?i[r]=t.isPlainObject(i[r])?t.widget.extend({},i[r],s):t.widget.extend({},s):i[r]=s);return i},t.widget.bridge=function(i,r){var s=r.prototype.widgetFullName||i;t.fn[i]=function(o){var a="string"==typeof o,l=n.call(arguments,1),u=this;return o=!a&amp;&amp;l.length?t.widget.extend.apply(null,[o].concat(l)):o,a?this.each(function(){var n,r=t.data(this,s);return r?t.isFunction(r[o])&amp;&amp;"_"!==o.charAt(0)?(n=r[o].apply(r,l),n!==r&amp;&amp;n!==e?(u=n&amp;&amp;n.jquery?u.pushStack(n.get()):n,!1):void 0):t.error("no such method '"+o+"' for "+i+" widget instance"):t.error("cannot call methods on "+i+" prior to initialization; attempted to call method '"+o+"'")}):this.each(function(){var e=t.data(this,s);e?e.option(o||{})._init():t.data(this,s,new r(o,this))}),u}},t.Widget=function(){},t.Widget._childConstructors=[],t.Widget.prototype={widgetName:"widget",widgetEventPrefix:"",defaultElement:"&lt;div&gt;",options:{disabled:!1,create:null},_createWidget:function(e,n){n=t(n||this.defaultElement||this)[0],this.element=t(n),this.uuid=i++,this.eventNamespace="."+this.widgetName+this.uuid,this.options=t.widget.extend({},this.options,this._getCreateOptions(),e),this.bindings=t(),this.hoverable=t(),this.focusable=t(),n!==this&amp;&amp;(t.data(n,this.widgetFullName,this),this._on(!0,this.element,{remove:function(t){t.target===n&amp;&amp;this.destroy()}}),this.document=t(n.style?n.ownerDocument:n.document||n),this.window=t(this.document[0].defaultView||this.document[0].parentWindow)),this._create(),this._trigger("create",null,this._getCreateEventData()),this._init()},_getCreateOptions:t.noop,_getCreateEventData:t.noop,_create:t.noop,_init:t.noop,destroy:function(){this._destroy(),this.element.unbind(this.eventNamespace).removeData(this.widgetName).removeData(this.widgetFullName).removeData(t.camelCase(this.widgetFullName)),this.widget().unbind(this.eventNamespace).removeAttr("aria-disabled").removeClass(this.widgetFullName+"-disabled ui-state-disabled"),this.bindings.unbind(this.eventNamespace),this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus")},_destroy:t.noop,widget:function(){return this.element},option:function(i,n){var r,s,o,a=i;if(0===arguments.length)return t.widget.extend({},this.options);if("string"==typeof i)if(a={},r=i.split("."),i=r.shift(),r.length){for(s=a[i]=t.widget.extend({},this.options[i]),o=0;o&lt;r.length-1;o++)s[r[o]]=s[r[o]]||{},s=s[r[o]];if(i=r.pop(),n===e)return s[i]===e?null:s[i];s[i]=n}else{if(n===e)return this.options[i]===e?null:this.options[i];a[i]=n}return this._setOptions(a),this},_setOptions:function(t){var e;for(e in t)this._setOption(e,t[e]);return this},_setOption:function(t,e){return this.options[t]=e,"disabled"===t&amp;&amp;(this.widget().toggleClass(this.widgetFullName+"-disabled ui-state-disabled",!!e).attr("aria-disabled",e),this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus")),this},enable:function(){return this._setOption("disabled",!1)},disable:function(){return this._setOption("disabled",!0)},_on:function(e,i,n){var r,s=this;"boolean"!=typeof e&amp;&amp;(n=i,i=e,e=!1),n?(i=r=t(i),this.bindings=this.bindings.add(i)):(n=i,i=this.element,r=this.widget()),t.each(n,function(n,o){function a(){return e||s.options.disabled!==!0&amp;&amp;!t(this).hasClass("ui-state-disabled")?("string"==typeof o?s[o]:o).apply(s,arguments):void 0}"string"!=typeof o&amp;&amp;(a.guid=o.guid=o.guid||a.guid||t.guid++);var l=n.match(/^(\w+)\s*(.*)$/),u=l[1]+s.eventNamespace,h=l[2];h?r.delegate(h,u,a):i.bind(u,a)})},_off:function(t,e){e=(e||"").split(" ").join(this.eventNamespace+" ")+this.eventNamespace,t.unbind(e).undelegate(e)},_delay:function(t,e){function i(){return("string"==typeof t?n[t]:t).apply(n,arguments)}var n=this;return setTimeout(i,e||0)},_hoverable:function(e){this.hoverable=this.hoverable.add(e),this._on(e,{mouseenter:function(e){t(e.currentTarget).addClass("ui-state-hover")},mouseleave:function(e){t(e.currentTarget).removeClass("ui-state-hover")}})},_focusable:function(e){this.focusable=this.focusable.add(e),this._on(e,{focusin:function(e){t(e.currentTarget).addClass("ui-state-focus")},focusout:function(e){t(e.currentTarget).removeClass("ui-state-focus")}})},_trigger:function(e,i,n){var r,s,o=this.options[e];if(n=n||{},i=t.Event(i),i.type=(e===this.widgetEventPrefix?e:this.widgetEventPrefix+e).toLowerCase(),i.target=this.element[0],s=i.originalEvent)for(r in s)r in i||(i[r]=s[r]);return this.element.trigger(i,n),!(t.isFunction(o)&amp;&amp;o.apply(this.element[0],[i].concat(n))===!1||i.isDefaultPrevented())}},t.each({show:"fadeIn",hide:"fadeOut"},function(e,i){t.Widget.prototype["_"+e]=function(n,r,s){"string"==typeof r&amp;&amp;(r={effect:r});var o,a=r?r===!0||"number"==typeof r?i:r.effect||i:e;r=r||{},"number"==typeof r&amp;&amp;(r={duration:r}),o=!t.isEmptyObject(r),r.complete=s,r.delay&amp;&amp;n.delay(r.delay),o&amp;&amp;t.effects&amp;&amp;t.effects.effect[a]?n[e](r):a!==e&amp;&amp;n[a]?n[a](r.duration,r.easing,s):n.queue(function(i){t(this)[e](),s&amp;&amp;s.call(n[0]),i()})}})}(n),function(t,e){var i=!1;t(document).mouseup(function(){i=!1}),t.widget("ui.mouse",{version:"1.10.3",options:{cancel:"input,textarea,button,select,option",distance:1,delay:0},_mouseInit:function(){var e=this;this.element.bind("mousedown."+this.widgetName,function(t){return e._mouseDown(t)}).bind("click."+this.widgetName,function(i){return!0===t.data(i.target,e.widgetName+".preventClickEvent")?(t.removeData(i.target,e.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName),this._mouseMoveDelegate&amp;&amp;t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(e){if(!i){this._mouseStarted&amp;&amp;this._mouseUp(e),this._mouseDownEvent=e;var n=this,r=1===e.which,s="string"==typeof this.options.cancel&amp;&amp;e.target.nodeName?t(e.target).closest(this.options.cancel).length:!1;return r&amp;&amp;!s&amp;&amp;this._mouseCapture(e)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){n.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(e)!==!1,!this._mouseStarted)?(e.preventDefault(),!0):(!0===t.data(e.target,this.widgetName+".preventClickEvent")&amp;&amp;t.removeData(e.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(t){return n._mouseMove(t)},this._mouseUpDelegate=function(t){return n._mouseUp(t)},t(document).bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),e.preventDefault(),i=!0,!0)):!0}},_mouseMove:function(e){return t.ui.ie&amp;&amp;(!document.documentMode||document.documentMode&lt;9)&amp;&amp;!e.button?this._mouseUp(e):this._mouseStarted?(this._mouseDrag(e),e.preventDefault()):(this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(this._mouseDownEvent,e)!==!1,this._mouseStarted?this._mouseDrag(e):this._mouseUp(e)),!this._mouseStarted)},_mouseUp:function(e){return t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&amp;&amp;(this._mouseStarted=!1,e.target===this._mouseDownEvent.target&amp;&amp;t.data(e.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(e)),!1},_mouseDistanceMet:function(t){return Math.max(Math.abs(this._mouseDownEvent.pageX-t.pageX),Math.abs(this._mouseDownEvent.pageY-t.pageY))&gt;=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}})}(n),function(t,e){t.widget("ui.draggable",t.ui.mouse,{version:"1.10.3",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"!==this.options.helper||/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative"),this.options.addClasses&amp;&amp;this.element.addClass("ui-draggable"),this.options.disabled&amp;&amp;this.element.addClass("ui-draggable-disabled"),this._mouseInit()},_destroy:function(){this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._mouseDestroy()},_mouseCapture:function(e){var i=this.options;return this.helper||i.disabled||t(e.target).closest(".ui-resizable-handle").length&gt;0?!1:(this.handle=this._getHandle(e),this.handle?(t(i.iframeFix===!0?"iframe":i.iframeFix).each(function(){t("&lt;div class='ui-draggable-iframeFix' style='background: #fff;'&gt;&lt;/div&gt;").css({width:this.offsetWidth+"px",height:this.offsetHeight+"px",position:"absolute",opacity:"0.001",zIndex:1e3}).css(t(this).offset()).appendTo("body")}),!0):!1)},_mouseStart:function(e){var i=this.options;return this.helper=this._createHelper(e),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(),this.offsetParent=this.helper.offsetParent(),this.offsetParentCssPosition=this.offsetParent.css("position"),this.offset=this.positionAbs=this.element.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},this.offset.scroll=!1,t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.originalPosition=this.position=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,i.cursorAt&amp;&amp;this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",e)===!1?(this._clear(),!1):(this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;!i.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this._mouseDrag(e,!0),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStart(this,e),!0)},_mouseDrag:function(e,i){if("fixed"===this.offsetParentCssPosition&amp;&amp;(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),!i){var n=this._uiHash();if(this._trigger("drag",e,n)===!1)return this._mouseUp({}),!1;this.position=n.position}return this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),!1},_mouseStop:function(e){var i=this,n=!1;return t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;(n=t.ui.ddmanager.drop(this,e)),this.dropped&amp;&amp;(n=this.dropped,this.dropped=!1),"original"!==this.options.helper||t.contains(this.element[0].ownerDocument,this.element[0])?("invalid"===this.options.revert&amp;&amp;!n||"valid"===this.options.revert&amp;&amp;n||this.options.revert===!0||t.isFunction(this.options.revert)&amp;&amp;this.options.revert.call(this.element,n)?t(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",e)!==!1&amp;&amp;i._clear()}):this._trigger("stop",e)!==!1&amp;&amp;this._clear(),!1):!1},_mouseUp:function(e){return t("div.ui-draggable-iframeFix").each(function(){this.parentNode.removeChild(this)}),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStop(this,e),t.ui.mouse.prototype._mouseUp.call(this,e)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(e){return this.options.handle?!!t(e.target).closest(this.element.find(this.options.handle)).length:!0},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.element.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;return r.containment?"window"===r.containment?void(this.containment=[t(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,t(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,t(window).scrollLeft()+t(window).width()-this.helperProportions.width-this.margins.left,t(window).scrollTop()+(t(window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):"document"===r.containment?void(this.containment=[0,0,t(document).width()-this.helperProportions.width-this.margins.left,(t(document).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):r.containment.constructor===Array?void(this.containment=r.containment):("parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),i=t(r.containment),n=i[0],void(n&amp;&amp;(e="hidden"!==i.css("overflow"),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(e?Math.max(n.scrollWidth,n.offsetWidth):n.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(e?Math.max(n.scrollHeight,n.offsetHeight):n.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relative_container=i))):void(this.containment=null)},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent;return this.offset.scroll||(this.offset.scroll={top:r.scrollTop(),left:r.scrollLeft()}),{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top)*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)*n}},_generatePosition:function(e){var i,n,r,s,o=this.options,a="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,l=e.pageX,u=e.pageY;return this.offset.scroll||(this.offset.scroll={top:a.scrollTop(),left:a.scrollLeft()}),this.originalPosition&amp;&amp;(this.containment&amp;&amp;(this.relative_container?(n=this.relative_container.offset(),i=[this.containment[0]+n.left,this.containment[1]+n.top,this.containment[2]+n.left,this.containment[3]+n.top]):i=this.containment,e.pageX-this.offset.click.left&lt;i[0]&amp;&amp;(l=i[0]+this.offset.click.left),e.pageY-this.offset.click.top&lt;i[1]&amp;&amp;(u=i[1]+this.offset.click.top),e.pageX-this.offset.click.left&gt;i[2]&amp;&amp;(l=i[2]+this.offset.click.left),e.pageY-this.offset.click.top&gt;i[3]&amp;&amp;(u=i[3]+this.offset.click.top)),o.grid&amp;&amp;(r=o.grid[1]?this.originalPageY+Math.round((u-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,u=i?r-this.offset.click.top&gt;=i[1]||r-this.offset.click.top&gt;i[3]?r:r-this.offset.click.top&gt;=i[1]?r-o.grid[1]:r+o.grid[1]:r,s=o.grid[0]?this.originalPageX+Math.round((l-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,l=i?s-this.offset.click.left&gt;=i[0]||s-this.offset.click.left&gt;i[2]?s:s-this.offset.click.left&gt;=i[0]?s-o.grid[0]:s+o.grid[0]:s)),{top:u-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top),left:l-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1},_trigger:function(e,i,n){return n=n||this._uiHash(),t.ui.plugin.call(this,e,[i,n]),"drag"===e&amp;&amp;(this.positionAbs=this._convertPositionTo("absolute")),t.Widget.prototype._trigger.call(this,e,i,n)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),t.ui.plugin.add("draggable","connectToSortable",{start:function(e,i){var n=t(this).data("ui-draggable"),r=n.options,s=t.extend({},i,{item:n.element});n.sortables=[],t(r.connectToSortable).each(function(){var i=t.data(this,"ui-sortable");i&amp;&amp;!i.options.disabled&amp;&amp;(n.sortables.push({instance:i,shouldRevert:i.options.revert}),i.refreshPositions(),i._trigger("activate",e,s))})},stop:function(e,i){var n=t(this).data("ui-draggable"),r=t.extend({},i,{item:n.element});t.each(n.sortables,function(){this.instance.isOver?(this.instance.isOver=0,n.cancelHelperRemoval=!0,this.instance.cancelHelperRemoval=!1,this.shouldRevert&amp;&amp;(this.instance.options.revert=this.shouldRevert),this.instance._mouseStop(e),this.instance.options.helper=this.instance.options._helper,"original"===n.options.helper&amp;&amp;this.instance.currentItem.css({top:"auto",left:"auto"})):(this.instance.cancelHelperRemoval=!1,this.instance._trigger("deactivate",e,r))})},drag:function(e,i){var n=t(this).data("ui-draggable"),r=this;t.each(n.sortables,function(){var s=!1,o=this;this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;(s=!0,t.each(n.sortables,function(){return this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this!==o&amp;&amp;this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;t.contains(o.instance.element[0],this.instance.element[0])&amp;&amp;(s=!1),s})),s?(this.instance.isOver||(this.instance.isOver=1,this.instance.currentItem=t(r).clone().removeAttr("id").appendTo(this.instance.element).data("ui-sortable-item",!0),this.instance.options._helper=this.instance.options.helper,this.instance.options.helper=function(){return i.helper[0]},e.target=this.instance.currentItem[0],this.instance._mouseCapture(e,!0),this.instance._mouseStart(e,!0,!0),this.instance.offset.click.top=n.offset.click.top,this.instance.offset.click.left=n.offset.click.left,this.instance.offset.parent.left-=n.offset.parent.left-this.instance.offset.parent.left,this.instance.offset.parent.top-=n.offset.parent.top-this.instance.offset.parent.top,n._trigger("toSortable",e),n.dropped=this.instance.element,n.currentItem=n.element,this.instance.fromOutside=n),this.instance.currentItem&amp;&amp;this.instance._mouseDrag(e)):this.instance.isOver&amp;&amp;(this.instance.isOver=0,this.instance.cancelHelperRemoval=!0,this.instance.options.revert=!1,this.instance._trigger("out",e,this.instance._uiHash(this.instance)),this.instance._mouseStop(e,!0),this.instance.options.helper=this.instance.options._helper,this.instance.currentItem.remove(),this.instance.placeholder&amp;&amp;this.instance.placeholder.remove(),n._trigger("fromSortable",e),n.dropped=!1)})}}),t.ui.plugin.add("draggable","cursor",{start:function(){var e=t("body"),i=t(this).data("ui-draggable").options;e.css("cursor")&amp;&amp;(i._cursor=e.css("cursor")),e.css("cursor",i.cursor)},stop:function(){var e=t(this).data("ui-draggable").options;e._cursor&amp;&amp;t("body").css("cursor",e._cursor)}}),t.ui.plugin.add("draggable","opacity",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("opacity")&amp;&amp;(r._opacity=n.css("opacity")),n.css("opacity",r.opacity)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._opacity&amp;&amp;t(i.helper).css("opacity",n._opacity)}}),t.ui.plugin.add("draggable","scroll",{start:function(){var e=t(this).data("ui-draggable");e.scrollParent[0]!==document&amp;&amp;"HTML"!==e.scrollParent[0].tagName&amp;&amp;(e.overflowOffset=e.scrollParent.offset())},drag:function(e){var i=t(this).data("ui-draggable"),n=i.options,r=!1;i.scrollParent[0]!==document&amp;&amp;"HTML"!==i.scrollParent[0].tagName?(n.axis&amp;&amp;"x"===n.axis||(i.overflowOffset.top+i.scrollParent[0].offsetHeight-e.pageY&lt;n.scrollSensitivity?i.scrollParent[0].scrollTop=r=i.scrollParent[0].scrollTop+n.scrollSpeed:e.pageY-i.overflowOffset.top&lt;n.scrollSensitivity&amp;&amp;(i.scrollParent[0].scrollTop=r=i.scrollParent[0].scrollTop-n.scrollSpeed)),n.axis&amp;&amp;"y"===n.axis||(i.overflowOffset.left+i.scrollParent[0].offsetWidth-e.pageX&lt;n.scrollSensitivity?i.scrollParent[0].scrollLeft=r=i.scrollParent[0].scrollLeft+n.scrollSpeed:e.pageX-i.overflowOffset.left&lt;n.scrollSensitivity&amp;&amp;(i.scrollParent[0].scrollLeft=r=i.scrollParent[0].scrollLeft-n.scrollSpeed))):(n.axis&amp;&amp;"x"===n.axis||(e.pageY-t(document).scrollTop()&lt;n.scrollSensitivity?r=t(document).scrollTop(t(document).scrollTop()-n.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;n.scrollSensitivity&amp;&amp;(r=t(document).scrollTop(t(document).scrollTop()+n.scrollSpeed))),n.axis&amp;&amp;"y"===n.axis||(e.pageX-t(document).scrollLeft()&lt;n.scrollSensitivity?r=t(document).scrollLeft(t(document).scrollLeft()-n.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;n.scrollSensitivity&amp;&amp;(r=t(document).scrollLeft(t(document).scrollLeft()+n.scrollSpeed)))),r!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!n.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(i,e)}}),t.ui.plugin.add("draggable","snap",{start:function(){var e=t(this).data("ui-draggable"),i=e.options;e.snapElements=[],t(i.snap.constructor!==String?i.snap.items||":data(ui-draggable)":i.snap).each(function(){var i=t(this),n=i.offset();this!==e.element[0]&amp;&amp;e.snapElements.push({item:this,width:i.outerWidth(),height:i.outerHeight(),top:n.top,left:n.left})})},drag:function(e,i){var n,r,s,o,a,l,u,h,c,p,d=t(this).data("ui-draggable"),f=d.options,g=f.snapTolerance,m=i.offset.left,_=m+d.helperProportions.width,v=i.offset.top,y=v+d.helperProportions.height;for(c=d.snapElements.length-1;c&gt;=0;c--)a=d.snapElements[c].left,l=a+d.snapElements[c].width,u=d.snapElements[c].top,h=u+d.snapElements[c].height,a-g&gt;_||m&gt;l+g||u-g&gt;y||v&gt;h+g||!t.contains(d.snapElements[c].item.ownerDocument,d.snapElements[c].item)?(d.snapElements[c].snapping&amp;&amp;d.options.snap.release&amp;&amp;d.options.snap.release.call(d.element,e,t.extend(d._uiHash(),{snapItem:d.snapElements[c].item})),d.snapElements[c].snapping=!1):("inner"!==f.snapMode&amp;&amp;(n=Math.abs(u-y)&lt;=g,r=Math.abs(h-v)&lt;=g,s=Math.abs(a-_)&lt;=g,o=Math.abs(l-m)&lt;=g,n&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:u-d.helperProportions.height,left:0}).top-d.margins.top),r&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:h,left:0}).top-d.margins.top),s&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:a-d.helperProportions.width}).left-d.margins.left),o&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:l}).left-d.margins.left)),p=n||r||s||o,"outer"!==f.snapMode&amp;&amp;(n=Math.abs(u-v)&lt;=g,r=Math.abs(h-y)&lt;=g,s=Math.abs(a-m)&lt;=g,o=Math.abs(l-_)&lt;=g,n&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:u,left:0}).top-d.margins.top),r&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:h-d.helperProportions.height,left:0}).top-d.margins.top),s&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:a}).left-d.margins.left),o&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:l-d.helperProportions.width}).left-d.margins.left)),!d.snapElements[c].snapping&amp;&amp;(n||r||s||o||p)&amp;&amp;d.options.snap.snap&amp;&amp;d.options.snap.snap.call(d.element,e,t.extend(d._uiHash(),{snapItem:d.snapElements[c].item})),d.snapElements[c].snapping=n||r||s||o||p)}}),t.ui.plugin.add("draggable","stack",{start:function(){var e,i=this.data("ui-draggable").options,n=t.makeArray(t(i.stack)).sort(function(e,i){return(parseInt(t(e).css("zIndex"),10)||0)-(parseInt(t(i).css("zIndex"),10)||0)});n.length&amp;&amp;(e=parseInt(t(n[0]).css("zIndex"),10)||0,t(n).each(function(i){t(this).css("zIndex",e+i)}),this.css("zIndex",e+n.length))}}),t.ui.plugin.add("draggable","zIndex",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("zIndex")&amp;&amp;(r._zIndex=n.css("zIndex")),n.css("zIndex",r.zIndex)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._zIndex&amp;&amp;t(i.helper).css("zIndex",n._zIndex)}})}(n),function(t,e){function i(t,e,i){return t&gt;e&amp;&amp;e+i&gt;t}t.widget("ui.droppable",{version:"1.10.3",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var e=this.options,i=e.accept;this.isover=!1,this.isout=!0,this.accept=t.isFunction(i)?i:function(t){return t.is(i)},this.proportions={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight},t.ui.ddmanager.droppables[e.scope]=t.ui.ddmanager.droppables[e.scope]||[],t.ui.ddmanager.droppables[e.scope].push(this),e.addClasses&amp;&amp;this.element.addClass("ui-droppable")},_destroy:function(){for(var e=0,i=t.ui.ddmanager.droppables[this.options.scope];e&lt;i.length;e++)i[e]===this&amp;&amp;i.splice(e,1);this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(e,i){"accept"===e&amp;&amp;(this.accept=t.isFunction(i)?i:function(t){return t.is(i)}),t.Widget.prototype._setOption.apply(this,arguments)},_activate:function(e){var i=t.ui.ddmanager.current;this.options.activeClass&amp;&amp;this.element.addClass(this.options.activeClass),i&amp;&amp;this._trigger("activate",e,this.ui(i))},_deactivate:function(e){var i=t.ui.ddmanager.current;this.options.activeClass&amp;&amp;this.element.removeClass(this.options.activeClass),i&amp;&amp;this._trigger("deactivate",e,this.ui(i))},_over:function(e){var i=t.ui.ddmanager.current;i&amp;&amp;(i.currentItem||i.element)[0]!==this.element[0]&amp;&amp;this.accept.call(this.element[0],i.currentItem||i.element)&amp;&amp;(this.options.hoverClass&amp;&amp;this.element.addClass(this.options.hoverClass),this._trigger("over",e,this.ui(i)))},_out:function(e){var i=t.ui.ddmanager.current;i&amp;&amp;(i.currentItem||i.element)[0]!==this.element[0]&amp;&amp;this.accept.call(this.element[0],i.currentItem||i.element)&amp;&amp;(this.options.hoverClass&amp;&amp;this.element.removeClass(this.options.hoverClass),this._trigger("out",e,this.ui(i)))},_drop:function(e,i){var n=i||t.ui.ddmanager.current,r=!1;return n&amp;&amp;(n.currentItem||n.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var e=t.data(this,"ui-droppable");return e.options.greedy&amp;&amp;!e.options.disabled&amp;&amp;e.options.scope===n.options.scope&amp;&amp;e.accept.call(e.element[0],n.currentItem||n.element)&amp;&amp;t.ui.intersect(n,t.extend(e,{offset:e.element.offset()}),e.options.tolerance)?(r=!0,!1):void 0}),r?!1:this.accept.call(this.element[0],n.currentItem||n.element)?(this.options.activeClass&amp;&amp;this.element.removeClass(this.options.activeClass),this.options.hoverClass&amp;&amp;this.element.removeClass(this.options.hoverClass),this._trigger("drop",e,this.ui(n)),this.element):!1):!1},ui:function(t){return{draggable:t.currentItem||t.element,helper:t.helper,position:t.position,offset:t.positionAbs}}}),t.ui.intersect=function(t,e,n){if(!e.offset)return!1;var r,s,o=(t.positionAbs||t.position.absolute).left,a=o+t.helperProportions.width,l=(t.positionAbs||t.position.absolute).top,u=l+t.helperProportions.height,h=e.offset.left,c=h+e.proportions.width,p=e.offset.top,d=p+e.proportions.height;switch(n){case"fit":
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n,r,s=t.ui.ddmanager.droppables[e.options.scope]||[],o=i?i.type:null,a=(e.currentItem||e.element).find(":data(ui-droppable)").addBack();t:for(n=0;n&lt;s.length;n++)if(!(s[n].options.disabled||e&amp;&amp;!s[n].accept.call(s[n].element[0],e.currentItem||e.element))){for(r=0;r&lt;a.length;r++)if(a[r]===s[n].element[0]){s[n].proportions.height=0;continue t}s[n].visible="none"!==s[n].element.css("display"),s[n].visible&amp;&amp;("mousedown"===o&amp;&amp;s[n]._activate.call(s[n],i),s[n].offset=s[n].element.offset(),s[n].proportions={width:s[n].element[0].offsetWidth,height:s[n].element[0].offsetHeight})}},drop:function(e,i){var n=!1;return t.each((t.ui.ddmanager.droppables[e.options.scope]||[]).slice(),function(){this.options&amp;&amp;(!this.options.disabled&amp;&amp;this.visible&amp;&amp;t.ui.intersect(e,this,this.options.tolerance)&amp;&amp;(n=this._drop.call(this,i)||n),!this.options.disabled&amp;&amp;this.visible&amp;&amp;this.accept.call(this.element[0],e.currentItem||e.element)&amp;&amp;(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),n},dragStart:function(e,i){e.element.parentsUntil("body").bind("scroll.droppable",function(){e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)})},drag:function(e,i){e.options.refreshPositions&amp;&amp;t.ui.ddmanager.prepareOffsets(e,i),t.each(t.ui.ddmanager.droppables[e.options.scope]||[],function(){if(!this.options.disabled&amp;&amp;!this.greedyChild&amp;&amp;this.visible){var n,r,s,o=t.ui.intersect(e,this,this.options.tolerance),a=!o&amp;&amp;this.isover?"isout":o&amp;&amp;!this.isover?"isover":null;a&amp;&amp;(this.options.greedy&amp;&amp;(r=this.options.scope,s=this.element.parents(":data(ui-droppable)").filter(function(){return t.data(this,"ui-droppable").options.scope===r}),s.length&amp;&amp;(n=t.data(s[0],"ui-droppable"),n.greedyChild="isover"===a)),n&amp;&amp;"isover"===a&amp;&amp;(n.isover=!1,n.isout=!0,n._out.call(n,i)),this[a]=!0,this["isout"===a?"isover":"isout"]=!1,this["isover"===a?"_over":"_out"].call(this,i),n&amp;&amp;"isout"===a&amp;&amp;(n.isout=!1,n.isover=!0,n._over.call(n,i)))}})},dragStop:function(e,i){e.element.parentsUntil("body").unbind("scroll.droppable"),e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)}}}(n),function(t,e){function i(t){return parseInt(t,10)||0}function n(t){return!isNaN(parseInt(t,10))}t.widget("ui.resizable",t.ui.mouse,{version:"1.10.3",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_create:function(){var e,i,n,r,s,o=this,a=this.options;if(this.element.addClass("ui-resizable"),t.extend(this,{_aspectRatio:!!a.aspectRatio,aspectRatio:a.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:a.helper||a.ghost||a.animate?a.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/canvas|textarea|input|select|button|img/i)&amp;&amp;(this.element.wrap(t("&lt;div class='ui-wrapper' style='overflow: hidden;'&gt;&lt;/div&gt;").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.data("ui-resizable")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=a.handles||(t(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this.handles.constructor===String)for("all"===this.handles&amp;&amp;(this.handles="n,e,s,w,se,sw,ne,nw"),e=this.handles.split(","),this.handles={},i=0;i&lt;e.length;i++)n=t.trim(e[i]),s="ui-resizable-"+n,r=t("&lt;div class='ui-resizable-handle "+s+"'&gt;&lt;/div&gt;"),r.css({zIndex:a.zIndex}),"se"===n&amp;&amp;r.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[n]=".ui-resizable-"+n,this.element.append(r);this._renderAxis=function(e){var i,n,r,s;e=e||this.element;for(i in this.handles)this.handles[i].constructor===String&amp;&amp;(this.handles[i]=t(this.handles[i],this.element).show()),this.elementIsWrapper&amp;&amp;this.originalElement[0].nodeName.match(/textarea|input|select|button/i)&amp;&amp;(n=t(this.handles[i],this.element),s=/sw|ne|nw|se|n|s/.test(i)?n.outerHeight():n.outerWidth(),r=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),e.css(r,s),this._proportionallyResize()),t(this.handles[i]).length},this._renderAxis(this.element),this._handles=t(".ui-resizable-handle",this.element).disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&amp;&amp;(r=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=r&amp;&amp;r[1]?r[1]:"se")}),a.autoHide&amp;&amp;(this._handles.hide(),t(this.element).addClass("ui-resizable-autohide").mouseenter(function(){a.disabled||(t(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){a.disabled||o.resizing||(t(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var e,i=function(e){t(e).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&amp;&amp;(i(this.element),e=this.element,this.originalElement.css({position:e.css("position"),width:e.outerWidth(),height:e.outerHeight(),top:e.css("top"),left:e.css("left")}).insertAfter(e),e.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(e){var i,n,r=!1;for(i in this.handles)n=t(this.handles[i])[0],(n===e.target||t.contains(n,e.target))&amp;&amp;(r=!0);return!this.options.disabled&amp;&amp;r},_mouseStart:function(e){var n,r,s,o=this.options,a=this.element.position(),l=this.element;return this.resizing=!0,/absolute/.test(l.css("position"))?l.css({position:"absolute",top:l.css("top"),left:l.css("left")}):l.is(".ui-draggable")&amp;&amp;l.css({position:"absolute",top:a.top,left:a.left}),this._renderProxy(),n=i(this.helper.css("left")),r=i(this.helper.css("top")),o.containment&amp;&amp;(n+=t(o.containment).scrollLeft()||0,r+=t(o.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:n,top:r},this.size=this._helper?{width:l.outerWidth(),height:l.outerHeight()}:{width:l.width(),height:l.height()},this.originalSize=this._helper?{width:l.outerWidth(),height:l.outerHeight()}:{width:l.width(),height:l.height()},this.originalPosition={left:n,top:r},this.sizeDiff={width:l.outerWidth()-l.width(),height:l.outerHeight()-l.height()},this.originalMousePosition={left:e.pageX,top:e.pageY},this.aspectRatio="number"==typeof o.aspectRatio?o.aspectRatio:this.originalSize.width/this.originalSize.height||1,s=t(".ui-resizable-"+this.axis).css("cursor"),t("body").css("cursor","auto"===s?this.axis+"-resize":s),l.addClass("ui-resizable-resizing"),this._propagate("start",e),!0},_mouseDrag:function(e){var i,n=this.helper,r={},s=this.originalMousePosition,o=this.axis,a=this.position.top,l=this.position.left,u=this.size.width,h=this.size.height,c=e.pageX-s.left||0,p=e.pageY-s.top||0,d=this._change[o];return d?(i=d.apply(this,[e,c,p]),this._updateVirtualBoundaries(e.shiftKey),(this._aspectRatio||e.shiftKey)&amp;&amp;(i=this._updateRatio(i,e)),i=this._respectSize(i,e),this._updateCache(i),this._propagate("resize",e),this.position.top!==a&amp;&amp;(r.top=this.position.top+"px"),this.position.left!==l&amp;&amp;(r.left=this.position.left+"px"),this.size.width!==u&amp;&amp;(r.width=this.size.width+"px"),this.size.height!==h&amp;&amp;(r.height=this.size.height+"px"),n.css(r),!this._helper&amp;&amp;this._proportionallyResizeElements.length&amp;&amp;this._proportionallyResize(),t.isEmptyObject(r)||this._trigger("resize",e,this.ui()),!1):!1},_mouseStop:function(e){this.resizing=!1;var i,n,r,s,o,a,l,u=this.options,h=this;return this._helper&amp;&amp;(i=this._proportionallyResizeElements,n=i.length&amp;&amp;/textarea/i.test(i[0].nodeName),r=n&amp;&amp;t.ui.hasScroll(i[0],"left")?0:h.sizeDiff.height,s=n?0:h.sizeDiff.width,o={width:h.helper.width()-s,height:h.helper.height()-r},a=parseInt(h.element.css("left"),10)+(h.position.left-h.originalPosition.left)||null,l=parseInt(h.element.css("top"),10)+(h.position.top-h.originalPosition.top)||null,u.animate||this.element.css(t.extend(o,{top:l,left:a})),h.helper.height(h.size.height),h.helper.width(h.size.width),this._helper&amp;&amp;!u.animate&amp;&amp;this._proportionallyResize()),t("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",e),this._helper&amp;&amp;this.helper.remove(),!1},_updateVirtualBoundaries:function(t){var e,i,r,s,o,a=this.options;o={minWidth:n(a.minWidth)?a.minWidth:0,maxWidth:n(a.maxWidth)?a.maxWidth:1/0,minHeight:n(a.minHeight)?a.minHeight:0,maxHeight:n(a.maxHeight)?a.maxHeight:1/0},(this._aspectRatio||t)&amp;&amp;(e=o.minHeight*this.aspectRatio,r=o.minWidth/this.aspectRatio,i=o.maxHeight*this.aspectRatio,s=o.maxWidth/this.aspectRatio,e&gt;o.minWidth&amp;&amp;(o.minWidth=e),r&gt;o.minHeight&amp;&amp;(o.minHeight=r),i&lt;o.maxWidth&amp;&amp;(o.maxWidth=i),s&lt;o.maxHeight&amp;&amp;(o.maxHeight=s)),this._vBoundaries=o},_updateCache:function(t){this.offset=this.helper.offset(),n(t.left)&amp;&amp;(this.position.left=t.left),n(t.top)&amp;&amp;(this.position.top=t.top),n(t.height)&amp;&amp;(this.size.height=t.height),n(t.width)&amp;&amp;(this.size.width=t.width)},_updateRatio:function(t){var e=this.position,i=this.size,r=this.axis;return n(t.height)?t.width=t.height*this.aspectRatio:n(t.width)&amp;&amp;(t.height=t.width/this.aspectRatio),"sw"===r&amp;&amp;(t.left=e.left+(i.width-t.width),t.top=null),"nw"===r&amp;&amp;(t.top=e.top+(i.height-t.height),t.left=e.left+(i.width-t.width)),t},_respectSize:function(t){var e=this._vBoundaries,i=this.axis,r=n(t.width)&amp;&amp;e.maxWidth&amp;&amp;e.maxWidth&lt;t.width,s=n(t.height)&amp;&amp;e.maxHeight&amp;&amp;e.maxHeight&lt;t.height,o=n(t.width)&amp;&amp;e.minWidth&amp;&amp;e.minWidth&gt;t.width,a=n(t.height)&amp;&amp;e.minHeight&amp;&amp;e.minHeight&gt;t.height,l=this.originalPosition.left+this.originalSize.width,u=this.position.top+this.size.height,h=/sw|nw|w/.test(i),c=/nw|ne|n/.test(i);return o&amp;&amp;(t.width=e.minWidth),a&amp;&amp;(t.height=e.minHeight),r&amp;&amp;(t.width=e.maxWidth),s&amp;&amp;(t.height=e.maxHeight),o&amp;&amp;h&amp;&amp;(t.left=l-e.minWidth),r&amp;&amp;h&amp;&amp;(t.left=l-e.maxWidth),a&amp;&amp;c&amp;&amp;(t.top=u-e.minHeight),s&amp;&amp;c&amp;&amp;(t.top=u-e.maxHeight),t.width||t.height||t.left||!t.top?t.width||t.height||t.top||!t.left||(t.left=null):t.top=null,t},_proportionallyResize:function(){if(this._proportionallyResizeElements.length){var t,e,i,n,r,s=this.helper||this.element;for(t=0;t&lt;this._proportionallyResizeElements.length;t++){if(r=this._proportionallyResizeElements[t],!this.borderDif)for(this.borderDif=[],i=[r.css("borderTopWidth"),r.css("borderRightWidth"),r.css("borderBottomWidth"),r.css("borderLeftWidth")],n=[r.css("paddingTop"),r.css("paddingRight"),r.css("paddingBottom"),r.css("paddingLeft")],e=0;e&lt;i.length;e++)this.borderDif[e]=(parseInt(i[e],10)||0)+(parseInt(n[e],10)||0);r.css({height:s.height()-this.borderDif[0]-this.borderDif[2]||0,width:s.width()-this.borderDif[1]-this.borderDif[3]||0})}}},_renderProxy:function(){var e=this.element,i=this.options;this.elementOffset=e.offset(),this._helper?(this.helper=this.helper||t("&lt;div style='overflow:hidden;'&gt;&lt;/div&gt;"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(t,e){return{width:this.originalSize.width+e}},w:function(t,e){var i=this.originalSize,n=this.originalPosition;return{left:n.left+e,width:i.width-e}},n:function(t,e,i){var n=this.originalSize,r=this.originalPosition;return{top:r.top+i,height:n.height-i}},s:function(t,e,i){return{height:this.originalSize.height+i}},se:function(e,i,n){return t.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[e,i,n]))},sw:function(e,i,n){return t.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[e,i,n]))},ne:function(e,i,n){return t.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[e,i,n]))},nw:function(e,i,n){return t.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[e,i,n]))}},_propagate:function(e,i){t.ui.plugin.call(this,e,[i,this.ui()]),"resize"!==e&amp;&amp;this._trigger(e,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),t.ui.plugin.add("resizable","animate",{stop:function(e){var i=t(this).data("ui-resizable"),n=i.options,r=i._proportionallyResizeElements,s=r.length&amp;&amp;/textarea/i.test(r[0].nodeName),o=s&amp;&amp;t.ui.hasScroll(r[0],"left")?0:i.sizeDiff.height,a=s?0:i.sizeDiff.width,l={width:i.size.width-a,height:i.size.height-o},u=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,h=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(t.extend(l,h&amp;&amp;u?{top:h,left:u}:{}),{duration:n.animateDuration,easing:n.animateEasing,step:function(){var n={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};r&amp;&amp;r.length&amp;&amp;t(r[0]).css({width:n.width,height:n.height}),i._updateCache(n),i._propagate("resize",e)}})}}),t.ui.plugin.add("resizable","containment",{start:function(){var e,n,r,s,o,a,l,u=t(this).data("ui-resizable"),h=u.options,c=u.element,p=h.containment,d=p instanceof t?p.get(0):/parent/.test(p)?c.parent().get(0):p;d&amp;&amp;(u.containerElement=t(d),/document/.test(p)||p===document?(u.containerOffset={left:0,top:0},u.containerPosition={left:0,top:0},u.parentData={element:t(document),left:0,top:0,width:t(document).width(),height:t(document).height()||document.body.parentNode.scrollHeight}):(e=t(d),n=[],t(["Top","Right","Left","Bottom"]).each(function(t,r){n[t]=i(e.css("padding"+r))}),u.containerOffset=e.offset(),u.containerPosition=e.position(),u.containerSize={height:e.innerHeight()-n[3],width:e.innerWidth()-n[1]},r=u.containerOffset,s=u.containerSize.height,o=u.containerSize.width,a=t.ui.hasScroll(d,"left")?d.scrollWidth:o,l=t.ui.hasScroll(d)?d.scrollHeight:s,u.parentData={element:d,left:r.left,top:r.top,width:a,height:l}))},resize:function(e){var i,n,r,s,o=t(this).data("ui-resizable"),a=o.options,l=o.containerOffset,u=o.position,h=o._aspectRatio||e.shiftKey,c={top:0,left:0},p=o.containerElement;p[0]!==document&amp;&amp;/static/.test(p.css("position"))&amp;&amp;(c=l),u.left&lt;(o._helper?l.left:0)&amp;&amp;(o.size.width=o.size.width+(o._helper?o.position.left-l.left:o.position.left-c.left),h&amp;&amp;(o.size.height=o.size.width/o.aspectRatio),o.position.left=a.helper?l.left:0),u.top&lt;(o._helper?l.top:0)&amp;&amp;(o.size.height=o.size.height+(o._helper?o.position.top-l.top:o.position.top),h&amp;&amp;(o.size.width=o.size.height*o.aspectRatio),o.position.top=o._helper?l.top:0),o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top,i=Math.abs((o._helper?o.offset.left-c.left:o.offset.left-c.left)+o.sizeDiff.width),n=Math.abs((o._helper?o.offset.top-c.top:o.offset.top-l.top)+o.sizeDiff.height),r=o.containerElement.get(0)===o.element.parent().get(0),s=/relative|absolute/.test(o.containerElement.css("position")),r&amp;&amp;s&amp;&amp;(i-=o.parentData.left),i+o.size.width&gt;=o.parentData.width&amp;&amp;(o.size.width=o.parentData.width-i,h&amp;&amp;(o.size.height=o.size.width/o.aspectRatio)),n+o.size.height&gt;=o.parentData.height&amp;&amp;(o.size.height=o.parentData.height-n,h&amp;&amp;(o.size.width=o.size.height*o.aspectRatio))},stop:function(){var e=t(this).data("ui-resizable"),i=e.options,n=e.containerOffset,r=e.containerPosition,s=e.containerElement,o=t(e.helper),a=o.offset(),l=o.outerWidth()-e.sizeDiff.width,u=o.outerHeight()-e.sizeDiff.height;e._helper&amp;&amp;!i.animate&amp;&amp;/relative/.test(s.css("position"))&amp;&amp;t(this).css({left:a.left-r.left-n.left,width:l,height:u}),e._helper&amp;&amp;!i.animate&amp;&amp;/static/.test(s.css("position"))&amp;&amp;t(this).css({left:a.left-r.left-n.left,width:l,height:u})}}),t.ui.plugin.add("resizable","alsoResize",{start:function(){var e=t(this).data("ui-resizable"),i=e.options,n=function(e){t(e).each(function(){var e=t(this);e.data("ui-resizable-alsoresize",{width:parseInt(e.width(),10),height:parseInt(e.height(),10),left:parseInt(e.css("left"),10),top:parseInt(e.css("top"),10)})})};"object"!=typeof i.alsoResize||i.alsoResize.parentNode?n(i.alsoResize):i.alsoResize.length?(i.alsoResize=i.alsoResize[0],n(i.alsoResize)):t.each(i.alsoResize,function(t){n(t)})},resize:function(e,i){var n=t(this).data("ui-resizable"),r=n.options,s=n.originalSize,o=n.originalPosition,a={height:n.size.height-s.height||0,width:n.size.width-s.width||0,top:n.position.top-o.top||0,left:n.position.left-o.left||0},l=function(e,n){t(e).each(function(){var e=t(this),r=t(this).data("ui-resizable-alsoresize"),s={},o=n&amp;&amp;n.length?n:e.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];t.each(o,function(t,e){var i=(r[e]||0)+(a[e]||0);i&amp;&amp;i&gt;=0&amp;&amp;(s[e]=i||null)}),e.css(s)})};"object"!=typeof r.alsoResize||r.alsoResize.nodeType?l(r.alsoResize):t.each(r.alsoResize,function(t,e){l(t,e)})},stop:function(){t(this).removeData("resizable-alsoresize")}}),t.ui.plugin.add("resizable","ghost",{start:function(){var e=t(this).data("ui-resizable"),i=e.options,n=e.size;e.ghost=e.originalElement.clone(),e.ghost.css({opacity:.25,display:"block",position:"relative",height:n.height,width:n.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),e.ghost.appendTo(e.helper)},resize:function(){var e=t(this).data("ui-resizable");e.ghost&amp;&amp;e.ghost.css({position:"relative",height:e.size.height,width:e.size.width})},stop:function(){var e=t(this).data("ui-resizable");e.ghost&amp;&amp;e.helper&amp;&amp;e.helper.get(0).removeChild(e.ghost.get(0))}}),t.ui.plugin.add("resizable","grid",{resize:function(){var e=t(this).data("ui-resizable"),i=e.options,n=e.size,r=e.originalSize,s=e.originalPosition,o=e.axis,a="number"==typeof i.grid?[i.grid,i.grid]:i.grid,l=a[0]||1,u=a[1]||1,h=Math.round((n.width-r.width)/l)*l,c=Math.round((n.height-r.height)/u)*u,p=r.width+h,d=r.height+c,f=i.maxWidth&amp;&amp;i.maxWidth&lt;p,g=i.maxHeight&amp;&amp;i.maxHeight&lt;d,m=i.minWidth&amp;&amp;i.minWidth&gt;p,_=i.minHeight&amp;&amp;i.minHeight&gt;d;i.grid=a,m&amp;&amp;(p+=l),_&amp;&amp;(d+=u),f&amp;&amp;(p-=l),g&amp;&amp;(d-=u),/^(se|s|e)$/.test(o)?(e.size.width=p,e.size.height=d):/^(ne)$/.test(o)?(e.size.width=p,e.size.height=d,e.position.top=s.top-c):/^(sw)$/.test(o)?(e.size.width=p,e.size.height=d,e.position.left=s.left-h):(e.size.width=p,e.size.height=d,e.position.top=s.top-c,e.position.left=s.left-h)}})}(n),function(t,e){t.widget("ui.selectable",t.ui.mouse,{version:"1.10.3",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var e,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){e=t(i.options.filter,i.element[0]),e.addClass("ui-selectee"),e.each(function(){var e=t(this),i=e.offset();t.data(this,"selectable-item",{element:this,$element:e,left:i.left,top:i.top,right:i.left+e.outerWidth(),bottom:i.top+e.outerHeight(),startselected:!1,selected:e.hasClass("ui-selected"),selecting:e.hasClass("ui-selecting"),unselecting:e.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=e.addClass("ui-selectee"),this._mouseInit(),this.helper=t("&lt;div class='ui-selectable-helper'&gt;&lt;/div&gt;")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(e){var i=this,n=this.options;this.opos=[e.pageX,e.pageY],this.options.disabled||(this.selectees=t(n.filter,this.element[0]),this._trigger("start",e),t(n.appendTo).append(this.helper),this.helper.css({left:e.pageX,top:e.pageY,width:0,height:0}),n.autoRefresh&amp;&amp;this.refresh(),this.selectees.filter(".ui-selected").each(function(){var n=t.data(this,"selectable-item");n.startselected=!0,e.metaKey||e.ctrlKey||(n.$element.removeClass("ui-selected"),n.selected=!1,n.$element.addClass("ui-unselecting"),n.unselecting=!0,i._trigger("unselecting",e,{unselecting:n.element}))}),t(e.target).parents().addBack().each(function(){var n,r=t.data(this,"selectable-item");return r?(n=!e.metaKey&amp;&amp;!e.ctrlKey||!r.$element.hasClass("ui-selected"),r.$element.removeClass(n?"ui-unselecting":"ui-selected").addClass(n?"ui-selecting":"ui-unselecting"),r.unselecting=!n,r.selecting=n,r.selected=n,n?i._trigger("selecting",e,{selecting:r.element}):i._trigger("unselecting",e,{unselecting:r.element}),!1):void 0}))},_mouseDrag:function(e){if(this.dragged=!0,!this.options.disabled){var i,n=this,r=this.options,s=this.opos[0],o=this.opos[1],a=e.pageX,l=e.pageY;return s&gt;a&amp;&amp;(i=a,a=s,s=i),o&gt;l&amp;&amp;(i=l,l=o,o=i),this.helper.css({left:s,top:o,width:a-s,height:l-o}),this.selectees.each(function(){var i=t.data(this,"selectable-item"),u=!1;i&amp;&amp;i.element!==n.element[0]&amp;&amp;("touch"===r.tolerance?u=!(i.left&gt;a||i.right&lt;s||i.top&gt;l||i.bottom&lt;o):"fit"===r.tolerance&amp;&amp;(u=i.left&gt;s&amp;&amp;i.right&lt;a&amp;&amp;i.top&gt;o&amp;&amp;i.bottom&lt;l),u?(i.selected&amp;&amp;(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&amp;&amp;(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,n._trigger("selecting",e,{selecting:i.element}))):(i.selecting&amp;&amp;((e.metaKey||e.ctrlKey)&amp;&amp;i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&amp;&amp;(i.$element.addClass("ui-unselecting"),i.unselecting=!0),n._trigger("unselecting",e,{unselecting:i.element}))),i.selected&amp;&amp;(e.metaKey||e.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,n._trigger("unselecting",e,{unselecting:i.element})))))}),!1}},_mouseStop:function(e){var i=this;return this.dragged=!1,t(".ui-unselecting",this.element[0]).each(function(){var n=t.data(this,"selectable-item");n.$element.removeClass("ui-unselecting"),n.unselecting=!1,n.startselected=!1,i._trigger("unselected",e,{unselected:n.element})}),t(".ui-selecting",this.element[0]).each(function(){var n=t.data(this,"selectable-item");n.$element.removeClass("ui-selecting").addClass("ui-selected"),n.selecting=!1,n.selected=!0,n.startselected=!0,i._trigger("selected",e,{selected:n.element})}),this._trigger("stop",e),this.helper.remove(),!1}})}(n),function(t,e){function i(t,e,i){return t&gt;e&amp;&amp;e+i&gt;t}function n(t){return/left|right/.test(t.css("float"))||/inline|table-cell/.test(t.css("display"))}t.widget("ui.sortable",t.ui.mouse,{version:"1.10.3",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"&gt; 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this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(e),t(e.target).parents().each(function(){return t.data(this,s.widgetName+"-item")===s?(n=t(this),!1):void 0}),t.data(e.target,s.widgetName+"-item")===s&amp;&amp;(n=t(e.target)),n&amp;&amp;(!this.options.handle||i||(t(this.options.handle,n).find("*").addBack().each(function(){this===e.target&amp;&amp;(r=!0)}),r))?(this.currentItem=n,this._removeCurrentsFromItems(),!0):!1)},_mouseStart:function(e,i,n){var r,s,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(e),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,o.cursorAt&amp;&amp;this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&amp;&amp;this.currentItem.hide(),this._createPlaceholder(),o.containment&amp;&amp;this._setContainment(),o.cursor&amp;&amp;"auto"!==o.cursor&amp;&amp;(s=this.document.find("body"),this.storedCursor=s.css("cursor"),s.css("cursor",o.cursor),this.storedStylesheet=t("&lt;style&gt;*{ cursor: "+o.cursor+" !important; }&lt;/style&gt;").appendTo(s)),o.opacity&amp;&amp;(this.helper.css("opacity")&amp;&amp;(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&amp;&amp;(this.helper.css("zIndex")&amp;&amp;(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName&amp;&amp;(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",e,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!n)for(r=this.containers.length-1;r&gt;=0;r--)this.containers[r]._trigger("activate",e,this._uiHash(this));return t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(e),!0},_mouseDrag:function(e){var i,n,r,s,o=this.options,a=!1;for(this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&amp;&amp;(this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-e.pageY&lt;o.scrollSensitivity?this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop+o.scrollSpeed:e.pageY-this.overflowOffset.top&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-e.pageX&lt;o.scrollSensitivity?this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft+o.scrollSpeed:e.pageX-this.overflowOffset.left&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(e.pageY-t(document).scrollTop()&lt;o.scrollSensitivity?a=t(document).scrollTop(t(document).scrollTop()-o.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollTop(t(document).scrollTop()+o.scrollSpeed)),e.pageX-t(document).scrollLeft()&lt;o.scrollSensitivity?a=t(document).scrollLeft(t(document).scrollLeft()-o.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollLeft(t(document).scrollLeft()+o.scrollSpeed))),a!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i&gt;=0;i--)if(n=this.items[i],r=n.item[0],s=this._intersectsWithPointer(n),s&amp;&amp;n.instance===this.currentContainer&amp;&amp;r!==this.currentItem[0]&amp;&amp;this.placeholder[1===s?"next":"prev"]()[0]!==r&amp;&amp;!t.contains(this.placeholder[0],r)&amp;&amp;("semi-dynamic"===this.options.type?!t.contains(this.element[0],r):!0)){if(this.direction=1===s?"down":"up","pointer"!==this.options.tolerance&amp;&amp;!this._intersectsWithSides(n))break;this._rearrange(e,n),this._trigger("change",e,this._uiHash());break}return this._contactContainers(e),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),this._trigger("sort",e,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(e,i){if(e){if(t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;t.ui.ddmanager.drop(this,e),this.options.revert){var n=this,r=this.placeholder.offset(),s=this.options.axis,o={};s&amp;&amp;"x"!==s||(o.left=r.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollLeft)),s&amp;&amp;"y"!==s||(o.top=r.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,t(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){n._clear(e)})}else this._clear(e,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var e=this.containers.length-1;e&gt;=0;e--)this.containers[e]._trigger("deactivate",null,this._uiHash(this)),this.containers[e].containerCache.over&amp;&amp;(this.containers[e]._trigger("out",null,this._uiHash(this)),this.containers[e].containerCache.over=0)}return this.placeholder&amp;&amp;(this.placeholder[0].parentNode&amp;&amp;this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&amp;&amp;this.helper&amp;&amp;this.helper[0].parentNode&amp;&amp;this.helper.remove(),t.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?t(this.domPosition.prev).after(this.currentItem):t(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},t(i).each(function(){var i=(t(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);i&amp;&amp;n.push((e.key||i[1]+"[]")+"="+(e.key&amp;&amp;e.expression?i[1]:i[2]))}),!n.length&amp;&amp;e.key&amp;&amp;n.push(e.key+"="),n.join("&amp;")},toArray:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},i.each(function(){n.push(t(e.item||this).attr(e.attribute||"id")||"")}),n},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,n=this.positionAbs.top,r=n+this.helperProportions.height,s=t.left,o=s+t.width,a=t.top,l=a+t.height,u=this.offset.click.top,h=this.offset.click.left,c="x"===this.options.axis||n+u&gt;a&amp;&amp;l&gt;n+u,p="y"===this.options.axis||e+h&gt;s&amp;&amp;o&gt;e+h,d=c&amp;&amp;p;
return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&amp;&amp;this.helperProportions[this.floating?"width":"height"]&gt;t[this.floating?"width":"height"]?d:s&lt;e+this.helperProportions.width/2&amp;&amp;i-this.helperProportions.width/2&lt;o&amp;&amp;a&lt;n+this.helperProportions.height/2&amp;&amp;r-this.helperProportions.height/2&lt;l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||i(this.positionAbs.top+this.offset.click.top,t.top,t.height),n="y"===this.options.axis||i(this.positionAbs.left+this.offset.click.left,t.left,t.width),r=e&amp;&amp;n,s=this._getDragVerticalDirection(),o=this._getDragHorizontalDirection();return r?this.floating?o&amp;&amp;"right"===o||"down"===s?2:1:s&amp;&amp;("down"===s?2:1):!1},_intersectsWithSides:function(t){var e=i(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),n=i(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),r=this._getDragVerticalDirection(),s=this._getDragHorizontalDirection();return this.floating&amp;&amp;s?"right"===s&amp;&amp;n||"left"===s&amp;&amp;!n:r&amp;&amp;("down"===r&amp;&amp;e||"up"===r&amp;&amp;!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!==t&amp;&amp;(t&gt;0?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!==t&amp;&amp;(t&gt;0?"right":"left")},refresh:function(t){return this._refreshItems(t),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(e){var i,n,r,s,o=[],a=[],l=this._connectWith();if(l&amp;&amp;e)for(i=l.length-1;i&gt;=0;i--)for(r=t(l[i]),n=r.length-1;n&gt;=0;n--)s=t.data(r[n],this.widgetFullName),s&amp;&amp;s!==this&amp;&amp;!s.options.disabled&amp;&amp;a.push([t.isFunction(s.options.items)?s.options.items.call(s.element):t(s.options.items,s.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),s]);for(a.push([t.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):t(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),i=a.length-1;i&gt;=0;i--)a[i][0].each(function(){o.push(this)});return t(o)},_removeCurrentsFromItems:function(){var e=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=t.grep(this.items,function(t){for(var i=0;i&lt;e.length;i++)if(e[i]===t.item[0])return!1;return!0})},_refreshItems:function(e){this.items=[],this.containers=[this];var i,n,r,s,o,a,l,u,h=this.items,c=[[t.isFunction(this.options.items)?this.options.items.call(this.element[0],e,{item:this.currentItem}):t(this.options.items,this.element),this]],p=this._connectWith();if(p&amp;&amp;this.ready)for(i=p.length-1;i&gt;=0;i--)for(r=t(p[i]),n=r.length-1;n&gt;=0;n--)s=t.data(r[n],this.widgetFullName),s&amp;&amp;s!==this&amp;&amp;!s.options.disabled&amp;&amp;(c.push([t.isFunction(s.options.items)?s.options.items.call(s.element[0],e,{item:this.currentItem}):t(s.options.items,s.element),s]),this.containers.push(s));for(i=c.length-1;i&gt;=0;i--)for(o=c[i][1],a=c[i][0],n=0,u=a.length;u&gt;n;n++)l=t(a[n]),l.data(this.widgetName+"-item",o),h.push({item:l,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(e){this.offsetParent&amp;&amp;this.helper&amp;&amp;(this.offset.parent=this._getParentOffset());var i,n,r,s;for(i=this.items.length-1;i&gt;=0;i--)n=this.items[i],n.instance!==this.currentContainer&amp;&amp;this.currentContainer&amp;&amp;n.item[0]!==this.currentItem[0]||(r=this.options.toleranceElement?t(this.options.toleranceElement,n.item):n.item,e||(n.width=r.outerWidth(),n.height=r.outerHeight()),s=r.offset(),n.left=s.left,n.top=s.top);if(this.options.custom&amp;&amp;this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i&gt;=0;i--)s=this.containers[i].element.offset(),this.containers[i].containerCache.left=s.left,this.containers[i].containerCache.top=s.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(e){e=e||this;var i,n=e.options;n.placeholder&amp;&amp;n.placeholder.constructor!==String||(i=n.placeholder,n.placeholder={element:function(){var n=e.currentItem[0].nodeName.toLowerCase(),r=t("&lt;"+n+"&gt;",e.document[0]).addClass(i||e.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tr"===n?e.currentItem.children().each(function(){t("&lt;td&gt;&amp;#160;&lt;/td&gt;",e.document[0]).attr("colspan",t(this).attr("colspan")||1).appendTo(r)}):"img"===n&amp;&amp;r.attr("src",e.currentItem.attr("src")),i||r.css("visibility","hidden"),r},update:function(t,r){(!i||n.forcePlaceholderSize)&amp;&amp;(r.height()||r.height(e.currentItem.innerHeight()-parseInt(e.currentItem.css("paddingTop")||0,10)-parseInt(e.currentItem.css("paddingBottom")||0,10)),r.width()||r.width(e.currentItem.innerWidth()-parseInt(e.currentItem.css("paddingLeft")||0,10)-parseInt(e.currentItem.css("paddingRight")||0,10)))}}),e.placeholder=t(n.placeholder.element.call(e.element,e.currentItem)),e.currentItem.after(e.placeholder),n.placeholder.update(e,e.placeholder)},_contactContainers:function(e){var r,s,o,a,l,u,h,c,p,d,f=null,g=null;for(r=this.containers.length-1;r&gt;=0;r--)if(!t.contains(this.currentItem[0],this.containers[r].element[0]))if(this._intersectsWith(this.containers[r].containerCache)){if(f&amp;&amp;t.contains(this.containers[r].element[0],f.element[0]))continue;f=this.containers[r],g=r}else this.containers[r].containerCache.over&amp;&amp;(this.containers[r]._trigger("out",e,this._uiHash(this)),this.containers[r].containerCache.over=0);if(f)if(1===this.containers.length)this.containers[g].containerCache.over||(this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1);else{for(o=1e4,a=null,d=f.floating||n(this.currentItem),l=d?"left":"top",u=d?"width":"height",h=this.positionAbs[l]+this.offset.click[l],s=this.items.length-1;s&gt;=0;s--)t.contains(this.containers[g].element[0],this.items[s].item[0])&amp;&amp;this.items[s].item[0]!==this.currentItem[0]&amp;&amp;(!d||i(this.positionAbs.top+this.offset.click.top,this.items[s].top,this.items[s].height))&amp;&amp;(c=this.items[s].item.offset()[l],p=!1,Math.abs(c-h)&gt;Math.abs(c+this.items[s][u]-h)&amp;&amp;(p=!0,c+=this.items[s][u]),Math.abs(c-h)&lt;o&amp;&amp;(o=Math.abs(c-h),a=this.items[s],this.direction=p?"up":"down"));if(!a&amp;&amp;!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[g])return;a?this._rearrange(e,a,null,!0):this._rearrange(e,null,this.containers[g].element,!0),this._trigger("change",e,this._uiHash()),this.containers[g]._trigger("change",e,this._uiHash(this)),this.currentContainer=this.containers[g],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1}},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return n.parents("body").length||t("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(n[0]),n[0]===this.currentItem[0]&amp;&amp;(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!n[0].style.width||i.forceHelperSize)&amp;&amp;n.width(this.currentItem.width()),(!n[0].style.height||i.forceHelperSize)&amp;&amp;n.height(this.currentItem.height()),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;"parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),("document"===r.containment||"window"===r.containment)&amp;&amp;(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,t("document"===r.containment?document:window).width()-this.helperProportions.width-this.margins.left,(t("document"===r.containment?document:window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(r.containment)||(e=t(r.containment)[0],i=t(r.containment).offset(),n="hidden"!==t(e).css("overflow"),this.containment=[i.left+(parseInt(t(e).css("borderLeftWidth"),10)||0)+(parseInt(t(e).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(t(e).css("borderTopWidth"),10)||0)+(parseInt(t(e).css("paddingTop"),10)||0)-this.margins.top,i.left+(n?Math.max(e.scrollWidth,e.offsetWidth):e.offsetWidth)-(parseInt(t(e).css("borderLeftWidth"),10)||0)-(parseInt(t(e).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(n?Math.max(e.scrollHeight,e.offsetHeight):e.offsetHeight)-(parseInt(t(e).css("borderTopWidth"),10)||0)-(parseInt(t(e).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,s=/(html|body)/i.test(r[0].tagName);return{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():s?0:r.scrollTop())*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():s?0:r.scrollLeft())*n}},_generatePosition:function(e){var 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t.each(["em","px","%","pt"],function(t,e){i.indexOf(e)&gt;0&amp;&amp;(n=[parseFloat(i),e])}),n}})}(),function(){var e={};t.each(["Quad","Cubic","Quart","Quint","Expo"],function(t,i){e[i]=function(e){return Math.pow(e,t+2)}}),t.extend(e,{Sine:function(t){return 1-Math.cos(t*Math.PI/2)},Circ:function(t){return 1-Math.sqrt(1-t*t)},Elastic:function(t){return 0===t||1===t?t:-Math.pow(2,8*(t-1))*Math.sin((80*(t-1)-7.5)*Math.PI/15)},Back:function(t){return t*t*(3*t-2)},Bounce:function(t){for(var e,i=4;t&lt;((e=Math.pow(2,--i))-1)/11;);return 1/Math.pow(4,3-i)-7.5625*Math.pow((3*e-2)/22-t,2)}}),t.each(e,function(e,i){t.easing["easeIn"+e]=i,t.easing["easeOut"+e]=function(t){return 1-i(1-t)},t.easing["easeInOut"+e]=function(t){return.5&gt;t?i(2*t)/2:1-i(-2*t+2)/2}})}()}(n),function(t,e){var 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e=this.options.icons;e&amp;&amp;(t("&lt;span&gt;").addClass("ui-accordion-header-icon ui-icon "+e.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(e.header).addClass(e.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var t;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-helper-reset ui-state-default ui-corner-all ui-state-active ui-state-disabled 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i=e.newPanel,n=this.prevShow.length?this.prevShow:e.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=n,this.options.animate?this._animate(i,n,e):(n.hide(),i.show(),this._toggleComplete(e)),n.attr({"aria-expanded":"false","aria-hidden":"true"}),n.prev().attr("aria-selected","false"),i.length&amp;&amp;n.length?n.prev().attr("tabIndex",-1):i.length&amp;&amp;this.headers.filter(function(){return 0===t(this).attr("tabIndex")}).attr("tabIndex",-1),i.attr({"aria-expanded":"true","aria-hidden":"false"}).prev().attr({"aria-selected":"true",tabIndex:0})},_animate:function(t,e,i){var s,o,a,l=this,u=0,h=t.length&amp;&amp;(!e.length||t.index()&lt;e.index()),c=this.options.animate||{},p=h&amp;&amp;c.down||c,d=function(){l._toggleComplete(i)};return"number"==typeof p&amp;&amp;(a=p),"string"==typeof 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s.ESCAPE:this.menu.element.is(":visible")&amp;&amp;(this._value(this.term),this.close(r),r.preventDefault());break;default:i=!0,this._searchTimeout(r)}},keypress:function(n){if(e)return e=!1,void((!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;n.preventDefault());if(!i){var r=t.ui.keyCode;switch(n.keyCode){case r.PAGE_UP:this._move("previousPage",n);break;case r.PAGE_DOWN:this._move("nextPage",n);break;case r.UP:this._keyEvent("previous",n);break;case r.DOWN:this._keyEvent("next",n)}}},input:function(t){return n?(n=!1,void t.preventDefault()):void this._searchTimeout(t)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(clearTimeout(this.searching),this.close(t),void this._change(t))}}),this._initSource(),this.menu=t("&lt;ul&gt;").addClass("ui-autocomplete 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i=e.item.data("ui-autocomplete-item"),n=this.previous;this.element[0]!==this.document[0].activeElement&amp;&amp;(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&amp;&amp;this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=t("&lt;span&gt;",{role:"status","aria-live":"polite"}).addClass("ui-helper-hidden-accessible").insertBefore(this.element),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&amp;&amp;this._initSource(),"appendTo"===t&amp;&amp;this.menu.element.appendTo(this._appendTo()),"disabled"===t&amp;&amp;e&amp;&amp;this.xhr&amp;&amp;this.xhr.abort()},_appendTo:function(){var e=this.options.appendTo;return e&amp;&amp;(e=e.jquery||e.nodeType?t(e):this.document.find(e).eq(0)),e||(e=this.element.closest(".ui-front")),e.length||(e=this.document[0].body),e},_initSource:function(){var e,i,n=this;t.isArray(this.options.source)?(e=this.options.source,this.source=function(i,n){n(t.ui.autocomplete.filter(e,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(e,r){n.xhr&amp;&amp;n.xhr.abort(),n.xhr=t.ajax({url:i,data:e,dataType:"json",success:function(t){r(t)},error:function(){r([])}})}):this.source=this.options.source},_searchTimeout:function(t){clearTimeout(this.searching),this.searching=this._delay(function(){this.term!==this._value()&amp;&amp;(this.selectedItem=null,this.search(null,t))},this.options.delay)},search:function(t,e){return t=null!=t?t:this._value(),this.term=this._value(),t.length&lt;this.options.minLength?this.close(e):this._trigger("search",e)!==!1?this._search(t):void 0},_search:function(t){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:t},this._response())},_response:function(){var t=this,e=++i;return function(n){e===i&amp;&amp;t.__response(n),t.pending--,t.pending||t.element.removeClass("ui-autocomplete-loading")}},__response:function(t){t&amp;&amp;(t=this._normalize(t)),this._trigger("response",null,{content:t}),!this.options.disabled&amp;&amp;t&amp;&amp;t.length&amp;&amp;!this.cancelSearch?(this._suggest(t),this._trigger("open")):this._close()},close:function(t){this.cancelSearch=!0,this._close(t)},_close:function(t){this.menu.element.is(":visible")&amp;&amp;(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",t))},_change:function(t){this.previous!==this._value()&amp;&amp;this._trigger("change",t,{item:this.selectedItem})},_normalize:function(e){return e.length&amp;&amp;e[0].label&amp;&amp;e[0].value?e:t.map(e,function(e){return"string"==typeof e?{label:e,value:e}:t.extend({label:e.label||e.value,value:e.value||e.label},e)})},_suggest:function(e){var i=this.menu.element.empty();this._renderMenu(i,e),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(t.extend({of:this.element},this.options.position)),this.options.autoFocus&amp;&amp;this.menu.next()},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(e,i){var n=this;t.each(i,function(t,i){n._renderItemData(e,i)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(e,i){return t("&lt;li&gt;").append(t("&lt;a&gt;").text(i.label)).appendTo(e)},_move:function(t,e){return this.menu.element.is(":visible")?this.menu.isFirstItem()&amp;&amp;/^previous/.test(t)||this.menu.isLastItem()&amp;&amp;/^next/.test(t)?(this._value(this.term),void this.menu.blur()):void this.menu[t](e):void this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){(!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;(this._move(t,e),e.preventDefault())}}),t.extend(t.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&amp;")},filter:function(e,i){var n=new RegExp(t.ui.autocomplete.escapeRegex(i),"i");return t.grep(e,function(t){return n.test(t.label||t.value||t)})}}),t.widget("ui.autocomplete",t.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(t&gt;1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&amp;&amp;t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.text(e))}})}(n),function(t,e){var i,n,r,s,o="ui-button ui-widget ui-state-default ui-corner-all",a="ui-state-hover ui-state-active ",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var e=t(this);setTimeout(function(){e.find(":ui-button").button("refresh")},1)},h=function(e){var i=e.name,n=e.form,r=t([]);return i&amp;&amp;(i=i.replace(/'/g,"\\'"),r=n?t(n).find("[name='"+i+"']"):t("[name='"+i+"']",e.ownerDocument).filter(function(){return!this.form})),r};t.widget("ui.button",{version:"1.10.3",defaultElement:"&lt;button&gt;",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var e=this,a=this.options,l="checkbox"===this.type||"radio"===this.type,c=l?"":"ui-state-active",p="ui-state-focus";null===a.label&amp;&amp;(a.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(o).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){a.disabled||this===i&amp;&amp;t(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){a.disabled||t(this).removeClass(c)}).bind("click"+this.eventNamespace,function(t){a.disabled&amp;&amp;(t.preventDefault(),t.stopImmediatePropagation())}),this.element.bind("focus"+this.eventNamespace,function(){e.buttonElement.addClass(p)}).bind("blur"+this.eventNamespace,function(){e.buttonElement.removeClass(p)}),l&amp;&amp;(this.element.bind("change"+this.eventNamespace,function(){s||e.refresh()}),this.buttonElement.bind("mousedown"+this.eventNamespace,function(t){a.disabled||(s=!1,n=t.pageX,r=t.pageY)}).bind("mouseup"+this.eventNamespace,function(t){a.disabled||(n!==t.pageX||r!==t.pageY)&amp;&amp;(s=!0)})),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return a.disabled||s?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(a.disabled||s)return!1;t(this).addClass("ui-state-active"),e.buttonElement.attr("aria-pressed","true");var i=e.element[0];h(i).not(i).map(function(){return t(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return a.disabled?!1:(t(this).addClass("ui-state-active"),i=this,void e.document.one("mouseup",function(){i=null}))}).bind("mouseup"+this.eventNamespace,function(){return a.disabled?!1:void t(this).removeClass("ui-state-active")}).bind("keydown"+this.eventNamespace,function(e){return a.disabled?!1:void((e.keyCode===t.ui.keyCode.SPACE||e.keyCode===t.ui.keyCode.ENTER)&amp;&amp;t(this).addClass("ui-state-active"))}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){t(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&amp;&amp;this.buttonElement.keyup(function(e){e.keyCode===t.ui.keyCode.SPACE&amp;&amp;t(this).click()})),this._setOption("disabled",a.disabled),this._resetButton()},_determineButtonType:function(){var t,e,i;this.element.is("[type=checkbox]")?this.type="checkbox":this.element.is("[type=radio]")?this.type="radio":this.element.is("input")?this.type="input":this.type="button","checkbox"===this.type||"radio"===this.type?(t=this.element.parents().last(),e="label[for='"+this.element.attr("id")+"']",this.buttonElement=t.find(e),this.buttonElement.length||(t=t.length?t.siblings():this.element.siblings(),this.buttonElement=t.filter(e),this.buttonElement.length||(this.buttonElement=t.find(e))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&amp;&amp;this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(o+" "+a+" "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(t,e){return this._super(t,e),"disabled"===t?void(e?this.element.prop("disabled",!0):this.element.prop("disabled",!1)):void this._resetButton()},refresh:function(){var e=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");e!==this.options.disabled&amp;&amp;this._setOption("disabled",e),"radio"===this.type?h(this.element[0]).each(function(){t(this).is(":checked")?t(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):t(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&amp;&amp;(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return void(this.options.label&amp;&amp;this.element.val(this.options.label));var e=this.buttonElement.removeClass(l),i=t("&lt;span&gt;&lt;/span&gt;",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(e.empty()).text(),n=this.options.icons,r=n.primary&amp;&amp;n.secondary,s=[];n.primary||n.secondary?(this.options.text&amp;&amp;s.push("ui-button-text-icon"+(r?"s":n.primary?"-primary":"-secondary")),n.primary&amp;&amp;e.prepend("&lt;span class='ui-button-icon-primary ui-icon "+n.primary+"'&gt;&lt;/span&gt;"),n.secondary&amp;&amp;e.append("&lt;span class='ui-button-icon-secondary ui-icon "+n.secondary+"'&gt;&lt;/span&gt;"),this.options.text||(s.push(r?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||e.attr("title",t.trim(i)))):s.push("ui-button-text-only"),e.addClass(s.join(" "))}}),t.widget("ui.buttonset",{version:"1.10.3",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(t,e){"disabled"===t&amp;&amp;this.buttons.button("option",t,e),this._super(t,e)},refresh:function(){var e="rtl"===this.element.css("direction");this.buttons=this.element.find(this.options.items).filter(":ui-button").button("refresh").end().not(":ui-button").button().end().map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(e?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(e?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}})}(n),function(t,e){function i(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:""},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},t.extend(this._defaults,this.regional[""]),this.dpDiv=n(t("&lt;div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;"))}function n(e){var i="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return e.delegate(i,"mouseout",function(){t(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).removeClass("ui-datepicker-next-hover")}).delegate(i,"mouseover",function(){t.datepicker._isDisabledDatepicker(s.inline?e.parent()[0]:s.input[0])||(t(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),t(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).addClass("ui-datepicker-next-hover"))})}function r(e,i){t.extend(e,i);for(var n in i)null==i[n]&amp;&amp;(e[n]=i[n]);return e}t.extend(t.ui,{datepicker:{version:"1.10.3"}});var s,o="datepicker";t.extend(i.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return r(this._defaults,t||{}),this},_attachDatepicker:function(e,i){var n,r,s;n=e.nodeName.toLowerCase(),r="div"===n||"span"===n,e.id||(this.uuid+=1,e.id="dp"+this.uuid),s=this._newInst(t(e),r),s.settings=t.extend({},i||{}),"input"===n?this._connectDatepicker(e,s):r&amp;&amp;this._inlineDatepicker(e,s)},_newInst:function(e,i){var r=e[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1");return{id:r,input:e,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:i,dpDiv:i?n(t("&lt;div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;")):this.dpDiv}},_connectDatepicker:function(e,i){var n=t(e);i.append=t([]),i.trigger=t([]),n.hasClass(this.markerClassName)||(this._attachments(n,i),n.addClass(this.markerClassName).keydown(this._doKeyDown).keypress(this._doKeyPress).keyup(this._doKeyUp),this._autoSize(i),t.data(e,o,i),i.settings.disabled&amp;&amp;this._disableDatepicker(e))},_attachments:function(e,i){var n,r,s,o=this._get(i,"appendText"),a=this._get(i,"isRTL");i.append&amp;&amp;i.append.remove(),o&amp;&amp;(i.append=t("&lt;span class='"+this._appendClass+"'&gt;"+o+"&lt;/span&gt;"),e[a?"before":"after"](i.append)),e.unbind("focus",this._showDatepicker),i.trigger&amp;&amp;i.trigger.remove(),n=this._get(i,"showOn"),("focus"===n||"both"===n)&amp;&amp;e.focus(this._showDatepicker),("button"===n||"both"===n)&amp;&amp;(r=this._get(i,"buttonText"),s=this._get(i,"buttonImage"),i.trigger=t(this._get(i,"buttonImageOnly")?t("&lt;img/&gt;").addClass(this._triggerClass).attr({src:s,alt:r,title:r}):t("&lt;button type='button'&gt;&lt;/button&gt;").addClass(this._triggerClass).html(s?t("&lt;img/&gt;").attr({src:s,alt:r,title:r}):r)),e[a?"before":"after"](i.trigger),i.trigger.click(function(){return t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput===e[0]?t.datepicker._hideDatepicker():t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput!==e[0]?(t.datepicker._hideDatepicker(),t.datepicker._showDatepicker(e[0])):t.datepicker._showDatepicker(e[0]),!1}))},_autoSize:function(t){if(this._get(t,"autoSize")&amp;&amp;!t.inline){var e,i,n,r,s=new Date(2009,11,20),o=this._get(t,"dateFormat");o.match(/[DM]/)&amp;&amp;(e=function(t){for(i=0,n=0,r=0;r&lt;t.length;r++)t[r].length&gt;i&amp;&amp;(i=t[r].length,n=r);return n},s.setMonth(e(this._get(t,o.match(/MM/)?"monthNames":"monthNamesShort"))),s.setDate(e(this._get(t,o.match(/DD/)?"dayNames":"dayNamesShort"))+20-s.getDay())),t.input.attr("size",this._formatDate(t,s).length)}},_inlineDatepicker:function(e,i){var n=t(e);n.hasClass(this.markerClassName)||(n.addClass(this.markerClassName).append(i.dpDiv),t.data(e,o,i),this._setDate(i,this._getDefaultDate(i),!0),this._updateDatepicker(i),this._updateAlternate(i),i.settings.disabled&amp;&amp;this._disableDatepicker(e),i.dpDiv.css("display","block"))},_dialogDatepicker:function(e,i,n,s,a){var l,u,h,c,p,d=this._dialogInst;return d||(this.uuid+=1,l="dp"+this.uuid,this._dialogInput=t("&lt;input type='text' id='"+l+"' style='position: absolute; top: -100px; width: 0px;'/&gt;"),this._dialogInput.keydown(this._doKeyDown),t("body").append(this._dialogInput),d=this._dialogInst=this._newInst(this._dialogInput,!1),d.settings={},t.data(this._dialogInput[0],o,d)),r(d.settings,s||{}),i=i&amp;&amp;i.constructor===Date?this._formatDate(d,i):i,this._dialogInput.val(i),this._pos=a?a.length?a:[a.pageX,a.pageY]:null,this._pos||(u=document.documentElement.clientWidth,h=document.documentElement.clientHeight,c=document.documentElement.scrollLeft||document.body.scrollLeft,p=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[u/2-100+c,h/2-150+p]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),d.settings.onSelect=n,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),t.blockUI&amp;&amp;t.blockUI(this.dpDiv),t.data(this._dialogInput[0],o,d),this},_destroyDatepicker:function(e){var i,n=t(e),r=t.data(e,o);n.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),t.removeData(e,o),"input"===i?(r.append.remove(),r.trigger.remove(),n.removeClass(this.markerClassName).unbind("focus",this._showDatepicker).unbind("keydown",this._doKeyDown).unbind("keypress",this._doKeyPress).unbind("keyup",this._doKeyUp)):("div"===i||"span"===i)&amp;&amp;n.removeClass(this.markerClassName).empty())},_enableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().removeClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().addClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e&lt;this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(e){try{return t.data(e,o)}catch(i){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(i,n,s){var o,a,l,u,h=this._getInst(i);return 2===arguments.length&amp;&amp;"string"==typeof n?"defaults"===n?t.extend({},t.datepicker._defaults):h?"all"===n?t.extend({},h.settings):this._get(h,n):null:(o=n||{},"string"==typeof n&amp;&amp;(o={},o[n]=s),void(h&amp;&amp;(this._curInst===h&amp;&amp;this._hideDatepicker(),a=this._getDateDatepicker(i,!0),l=this._getMinMaxDate(h,"min"),u=this._getMinMaxDate(h,"max"),r(h.settings,o),null!==l&amp;&amp;o.dateFormat!==e&amp;&amp;o.minDate===e&amp;&amp;(h.settings.minDate=this._formatDate(h,l)),null!==u&amp;&amp;o.dateFormat!==e&amp;&amp;o.maxDate===e&amp;&amp;(h.settings.maxDate=this._formatDate(h,u)),"disabled"in o&amp;&amp;(o.disabled?this._disableDatepicker(i):this._enableDatepicker(i)),this._attachments(t(i),h),this._autoSize(h),this._setDate(h,a),this._updateAlternate(h),this._updateDatepicker(h))))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){var e=this._getInst(t);e&amp;&amp;this._updateDatepicker(e)},_setDateDatepicker:function(t,e){var i=this._getInst(t);i&amp;&amp;(this._setDate(i,e),this._updateDatepicker(i),this._updateAlternate(i))},_getDateDatepicker:function(t,e){var i=this._getInst(t);return i&amp;&amp;!i.inline&amp;&amp;this._setDateFromField(i,e),i?this._getDate(i):null},_doKeyDown:function(e){var i,n,r,s=t.datepicker._getInst(e.target),o=!0,a=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,t.datepicker._datepickerShowing)switch(e.keyCode){case 9:t.datepicker._hideDatepicker(),o=!1;break;case 13:return r=t("td."+t.datepicker._dayOverClass+":not(."+t.datepicker._currentClass+")",s.dpDiv),r[0]&amp;&amp;t.datepicker._selectDay(e.target,s.selectedMonth,s.selectedYear,r[0]),i=t.datepicker._get(s,"onSelect"),i?(n=t.datepicker._formatDate(s),i.apply(s.input?s.input[0]:null,[n,s])):t.datepicker._hideDatepicker(),!1;case 27:t.datepicker._hideDatepicker();break;case 33:t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 34:t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 35:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._clearDate(e.target),o=e.ctrlKey||e.metaKey;break;case 36:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._gotoToday(e.target),o=e.ctrlKey||e.metaKey;break;case 37:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?1:-1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 38:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,-7,"D"),o=e.ctrlKey||e.metaKey;break;case 39:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?-1:1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 40:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,7,"D"),o=e.ctrlKey||e.metaKey;break;default:o=!1}else 36===e.keyCode&amp;&amp;e.ctrlKey?t.datepicker._showDatepicker(this):o=!1;o&amp;&amp;(e.preventDefault(),e.stopPropagation())},_doKeyPress:function(e){var i,n,r=t.datepicker._getInst(e.target);return t.datepicker._get(r,"constrainInput")?(i=t.datepicker._possibleChars(t.datepicker._get(r,"dateFormat")),n=String.fromCharCode(null==e.charCode?e.keyCode:e.charCode),e.ctrlKey||e.metaKey||" "&gt;n||!i||i.indexOf(n)&gt;-1):void 0},_doKeyUp:function(e){var i,n=t.datepicker._getInst(e.target);if(n.input.val()!==n.lastVal)try{i=t.datepicker.parseDate(t.datepicker._get(n,"dateFormat"),n.input?n.input.val():null,t.datepicker._getFormatConfig(n)),i&amp;&amp;(t.datepicker._setDateFromField(n),t.datepicker._updateAlternate(n),t.datepicker._updateDatepicker(n))}catch(r){}return!0},_showDatepicker:function(e){if(e=e.target||e,"input"!==e.nodeName.toLowerCase()&amp;&amp;(e=t("input",e.parentNode)[0]),!t.datepicker._isDisabledDatepicker(e)&amp;&amp;t.datepicker._lastInput!==e){var i,n,s,o,a,l,u;i=t.datepicker._getInst(e),t.datepicker._curInst&amp;&amp;t.datepicker._curInst!==i&amp;&amp;(t.datepicker._curInst.dpDiv.stop(!0,!0),i&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._hideDatepicker(t.datepicker._curInst.input[0])),n=t.datepicker._get(i,"beforeShow"),s=n?n.apply(e,[e,i]):{},s!==!1&amp;&amp;(r(i.settings,s),i.lastVal=null,
t.datepicker._lastInput=e,t.datepicker._setDateFromField(i),t.datepicker._inDialog&amp;&amp;(e.value=""),t.datepicker._pos||(t.datepicker._pos=t.datepicker._findPos(e),t.datepicker._pos[1]+=e.offsetHeight),o=!1,t(e).parents().each(function(){return o|="fixed"===t(this).css("position"),!o}),a={left:t.datepicker._pos[0],top:t.datepicker._pos[1]},t.datepicker._pos=null,i.dpDiv.empty(),i.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),t.datepicker._updateDatepicker(i),a=t.datepicker._checkOffset(i,a,o),i.dpDiv.css({position:t.datepicker._inDialog&amp;&amp;t.blockUI?"static":o?"fixed":"absolute",display:"none",left:a.left+"px",top:a.top+"px"}),i.inline||(l=t.datepicker._get(i,"showAnim"),u=t.datepicker._get(i,"duration"),i.dpDiv.zIndex(t(e).zIndex()+1),t.datepicker._datepickerShowing=!0,t.effects&amp;&amp;t.effects.effect[l]?i.dpDiv.show(l,t.datepicker._get(i,"showOptions"),u):i.dpDiv[l||"show"](l?u:null),t.datepicker._shouldFocusInput(i)&amp;&amp;i.input.focus(),t.datepicker._curInst=i))}},_updateDatepicker:function(e){this.maxRows=4,s=e,e.dpDiv.empty().append(this._generateHTML(e)),this._attachHandlers(e),e.dpDiv.find("."+this._dayOverClass+" a").mouseover();var i,n=this._getNumberOfMonths(e),r=n[1],o=17;e.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),r&gt;1&amp;&amp;e.dpDiv.addClass("ui-datepicker-multi-"+r).css("width",o*r+"em"),e.dpDiv[(1!==n[0]||1!==n[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),e.dpDiv[(this._get(e,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),e===t.datepicker._curInst&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._shouldFocusInput(e)&amp;&amp;e.input.focus(),e.yearshtml&amp;&amp;(i=e.yearshtml,setTimeout(function(){i===e.yearshtml&amp;&amp;e.yearshtml&amp;&amp;e.dpDiv.find("select.ui-datepicker-year:first").replaceWith(e.yearshtml),i=e.yearshtml=null},0))},_shouldFocusInput:function(t){return t.input&amp;&amp;t.input.is(":visible")&amp;&amp;!t.input.is(":disabled")&amp;&amp;!t.input.is(":focus")},_checkOffset:function(e,i,n){var r=e.dpDiv.outerWidth(),s=e.dpDiv.outerHeight(),o=e.input?e.input.outerWidth():0,a=e.input?e.input.outerHeight():0,l=document.documentElement.clientWidth+(n?0:t(document).scrollLeft()),u=document.documentElement.clientHeight+(n?0:t(document).scrollTop());return i.left-=this._get(e,"isRTL")?r-o:0,i.left-=n&amp;&amp;i.left===e.input.offset().left?t(document).scrollLeft():0,i.top-=n&amp;&amp;i.top===e.input.offset().top+a?t(document).scrollTop():0,i.left-=Math.min(i.left,i.left+r&gt;l&amp;&amp;l&gt;r?Math.abs(i.left+r-l):0),i.top-=Math.min(i.top,i.top+s&gt;u&amp;&amp;u&gt;s?Math.abs(s+a):0),i},_findPos:function(e){for(var i,n=this._getInst(e),r=this._get(n,"isRTL");e&amp;&amp;("hidden"===e.type||1!==e.nodeType||t.expr.filters.hidden(e));)e=e[r?"previousSibling":"nextSibling"];return i=t(e).offset(),[i.left,i.top]},_hideDatepicker:function(e){var i,n,r,s,a=this._curInst;!a||e&amp;&amp;a!==t.data(e,o)||this._datepickerShowing&amp;&amp;(i=this._get(a,"showAnim"),n=this._get(a,"duration"),r=function(){t.datepicker._tidyDialog(a)},t.effects&amp;&amp;(t.effects.effect[i]||t.effects[i])?a.dpDiv.hide(i,t.datepicker._get(a,"showOptions"),n,r):a.dpDiv["slideDown"===i?"slideUp":"fadeIn"===i?"fadeOut":"hide"](i?n:null,r),i||r(),this._datepickerShowing=!1,s=this._get(a,"onClose"),s&amp;&amp;s.apply(a.input?a.input[0]:null,[a.input?a.input.val():"",a]),this._lastInput=null,this._inDialog&amp;&amp;(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),t.blockUI&amp;&amp;(t.unblockUI(),t("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).unbind(".ui-datepicker-calendar")},_checkExternalClick:function(e){if(t.datepicker._curInst){var i=t(e.target),n=t.datepicker._getInst(i[0]);(i[0].id!==t.datepicker._mainDivId&amp;&amp;0===i.parents("#"+t.datepicker._mainDivId).length&amp;&amp;!i.hasClass(t.datepicker.markerClassName)&amp;&amp;!i.closest("."+t.datepicker._triggerClass).length&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;(!t.datepicker._inDialog||!t.blockUI)||i.hasClass(t.datepicker.markerClassName)&amp;&amp;t.datepicker._curInst!==n)&amp;&amp;t.datepicker._hideDatepicker()}},_adjustDate:function(e,i,n){var r=t(e),s=this._getInst(r[0]);this._isDisabledDatepicker(r[0])||(this._adjustInstDate(s,i+("M"===n?this._get(s,"showCurrentAtPos"):0),n),this._updateDatepicker(s))},_gotoToday:function(e){var i,n=t(e),r=this._getInst(n[0]);this._get(r,"gotoCurrent")&amp;&amp;r.currentDay?(r.selectedDay=r.currentDay,r.drawMonth=r.selectedMonth=r.currentMonth,r.drawYear=r.selectedYear=r.currentYear):(i=new Date,r.selectedDay=i.getDate(),r.drawMonth=r.selectedMonth=i.getMonth(),r.drawYear=r.selectedYear=i.getFullYear()),this._notifyChange(r),this._adjustDate(n)},_selectMonthYear:function(e,i,n){var r=t(e),s=this._getInst(r[0]);s["selected"+("M"===n?"Month":"Year")]=s["draw"+("M"===n?"Month":"Year")]=parseInt(i.options[i.selectedIndex].value,10),this._notifyChange(s),this._adjustDate(r)},_selectDay:function(e,i,n,r){var s,o=t(e);t(r).hasClass(this._unselectableClass)||this._isDisabledDatepicker(o[0])||(s=this._getInst(o[0]),s.selectedDay=s.currentDay=t("a",r).html(),s.selectedMonth=s.currentMonth=i,s.selectedYear=s.currentYear=n,this._selectDate(e,this._formatDate(s,s.currentDay,s.currentMonth,s.currentYear)))},_clearDate:function(e){var i=t(e);this._selectDate(i,"")},_selectDate:function(e,i){var n,r=t(e),s=this._getInst(r[0]);i=null!=i?i:this._formatDate(s),s.input&amp;&amp;s.input.val(i),this._updateAlternate(s),n=this._get(s,"onSelect"),n?n.apply(s.input?s.input[0]:null,[i,s]):s.input&amp;&amp;s.input.trigger("change"),s.inline?this._updateDatepicker(s):(this._hideDatepicker(),this._lastInput=s.input[0],"object"!=typeof s.input[0]&amp;&amp;s.input.focus(),this._lastInput=null)},_updateAlternate:function(e){var i,n,r,s=this._get(e,"altField");s&amp;&amp;(i=this._get(e,"altFormat")||this._get(e,"dateFormat"),n=this._getDate(e),r=this.formatDate(i,n,this._getFormatConfig(e)),t(s).each(function(){t(this).val(r)}))},noWeekends:function(t){var e=t.getDay();return[e&gt;0&amp;&amp;6&gt;e,""]},iso8601Week:function(t){var e,i=new Date(t.getTime());return i.setDate(i.getDate()+4-(i.getDay()||7)),e=i.getTime(),i.setMonth(0),i.setDate(1),Math.floor(Math.round((e-i)/864e5)/7)+1},parseDate:function(e,i,n){if(null==e||null==i)throw"Invalid arguments";if(i="object"==typeof i?i.toString():i+"",""===i)return null;var r,s,o,a,l=0,u=(n?n.shortYearCutoff:null)||this._defaults.shortYearCutoff,h="string"!=typeof u?u:(new Date).getFullYear()%100+parseInt(u,10),c=(n?n.dayNamesShort:null)||this._defaults.dayNamesShort,p=(n?n.dayNames:null)||this._defaults.dayNames,d=(n?n.monthNamesShort:null)||this._defaults.monthNamesShort,f=(n?n.monthNames:null)||this._defaults.monthNames,g=-1,m=-1,_=-1,v=-1,y=!1,b=function(t){var i=r+1&lt;e.length&amp;&amp;e.charAt(r+1)===t;return i&amp;&amp;r++,i},w=function(t){var e=b(t),n="@"===t?14:"!"===t?20:"y"===t&amp;&amp;e?4:"o"===t?3:2,r=new RegExp("^\\d{1,"+n+"}"),s=i.substring(l).match(r);if(!s)throw"Missing number at position "+l;return l+=s[0].length,parseInt(s[0],10)},x=function(e,n,r){var s=-1,o=t.map(b(e)?r:n,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(t.each(o,function(t,e){var n=e[1];return i.substr(l,n.length).toLowerCase()===n.toLowerCase()?(s=e[0],l+=n.length,!1):void 0}),-1!==s)return s+1;throw"Unknown name at position "+l},k=function(){if(i.charAt(l)!==e.charAt(r))throw"Unexpected literal at position "+l;l++};for(r=0;r&lt;e.length;r++)if(y)"'"!==e.charAt(r)||b("'")?k():y=!1;else switch(e.charAt(r)){case"d":_=w("d");break;case"D":x("D",c,p);break;case"o":v=w("o");break;case"m":m=w("m");break;case"M":m=x("M",d,f);break;case"y":g=w("y");break;case"@":a=new Date(w("@")),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"!":a=new Date((w("!")-this._ticksTo1970)/1e4),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"'":b("'")?k():y=!0;break;default:k()}if(l&lt;i.length&amp;&amp;(o=i.substr(l),!/^\s+/.test(o)))throw"Extra/unparsed characters found in date: "+o;if(-1===g?g=(new Date).getFullYear():100&gt;g&amp;&amp;(g+=(new Date).getFullYear()-(new Date).getFullYear()%100+(h&gt;=g?0:-100)),v&gt;-1)for(m=1,_=v;;){if(s=this._getDaysInMonth(g,m-1),s&gt;=_)break;m++,_-=s}if(a=this._daylightSavingAdjust(new Date(g,m-1,_)),a.getFullYear()!==g||a.getMonth()+1!==m||a.getDate()!==_)throw"Invalid date";return a},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*60*60*1e7,formatDate:function(t,e,i){if(!e)return"";var n,r=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,s=(i?i.dayNames:null)||this._defaults.dayNames,o=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,a=(i?i.monthNames:null)||this._defaults.monthNames,l=function(e){var i=n+1&lt;t.length&amp;&amp;t.charAt(n+1)===e;return i&amp;&amp;n++,i},u=function(t,e,i){var n=""+e;if(l(t))for(;n.length&lt;i;)n="0"+n;return n},h=function(t,e,i,n){return l(t)?n[e]:i[e]},c="",p=!1;if(e)for(n=0;n&lt;t.length;n++)if(p)"'"!==t.charAt(n)||l("'")?c+=t.charAt(n):p=!1;else switch(t.charAt(n)){case"d":c+=u("d",e.getDate(),2);break;case"D":c+=h("D",e.getDay(),r,s);break;case"o":c+=u("o",Math.round((new Date(e.getFullYear(),e.getMonth(),e.getDate()).getTime()-new Date(e.getFullYear(),0,0).getTime())/864e5),3);break;case"m":c+=u("m",e.getMonth()+1,2);break;case"M":c+=h("M",e.getMonth(),o,a);break;case"y":c+=l("y")?e.getFullYear():(e.getYear()%100&lt;10?"0":"")+e.getYear()%100;break;case"@":c+=e.getTime();break;case"!":c+=1e4*e.getTime()+this._ticksTo1970;break;case"'":l("'")?c+="'":p=!0;break;default:c+=t.charAt(n)}return c},_possibleChars:function(t){var e,i="",n=!1,r=function(i){var n=e+1&lt;t.length&amp;&amp;t.charAt(e+1)===i;return n&amp;&amp;e++,n};for(e=0;e&lt;t.length;e++)if(n)"'"!==t.charAt(e)||r("'")?i+=t.charAt(e):n=!1;else switch(t.charAt(e)){case"d":case"m":case"y":case"@":i+="0123456789";break;case"D":case"M":return null;case"'":r("'")?i+="'":n=!0;break;default:i+=t.charAt(e)}return i},_get:function(t,i){return t.settings[i]!==e?t.settings[i]:this._defaults[i]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),n=t.lastVal=t.input?t.input.val():null,r=this._getDefaultDate(t),s=r,o=this._getFormatConfig(t);try{s=this.parseDate(i,n,o)||r}catch(a){n=e?"":n}t.selectedDay=s.getDate(),t.drawMonth=t.selectedMonth=s.getMonth(),t.drawYear=t.selectedYear=s.getFullYear(),t.currentDay=n?s.getDate():0,t.currentMonth=n?s.getMonth():0,t.currentYear=n?s.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(e,i,n){var r=function(t){var e=new Date;return e.setDate(e.getDate()+t),e},s=function(i){try{return t.datepicker.parseDate(t.datepicker._get(e,"dateFormat"),i,t.datepicker._getFormatConfig(e))}catch(n){}for(var r=(i.toLowerCase().match(/^c/)?t.datepicker._getDate(e):null)||new Date,s=r.getFullYear(),o=r.getMonth(),a=r.getDate(),l=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,u=l.exec(i);u;){switch(u[2]||"d"){case"d":case"D":a+=parseInt(u[1],10);break;case"w":case"W":a+=7*parseInt(u[1],10);break;case"m":case"M":o+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o));break;case"y":case"Y":s+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o))}u=l.exec(i)}return new Date(s,o,a)},o=null==i||""===i?n:"string"==typeof i?s(i):"number"==typeof i?isNaN(i)?n:r(i):new Date(i.getTime());return o=o&amp;&amp;"Invalid Date"===o.toString()?n:o,o&amp;&amp;(o.setHours(0),o.setMinutes(0),o.setSeconds(0),o.setMilliseconds(0)),this._daylightSavingAdjust(o)},_daylightSavingAdjust:function(t){return t?(t.setHours(t.getHours()&gt;12?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var n=!e,r=t.selectedMonth,s=t.selectedYear,o=this._restrictMinMax(t,this._determineDate(t,e,new Date));t.selectedDay=t.currentDay=o.getDate(),t.drawMonth=t.selectedMonth=t.currentMonth=o.getMonth(),t.drawYear=t.selectedYear=t.currentYear=o.getFullYear(),r===t.selectedMonth&amp;&amp;s===t.selectedYear||i||this._notifyChange(t),this._adjustInstDate(t),t.input&amp;&amp;t.input.val(n?"":this._formatDate(t))},_getDate:function(t){var e=!t.currentYear||t.input&amp;&amp;""===t.input.val()?null:this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return e},_attachHandlers:function(e){var i=this._get(e,"stepMonths"),n="#"+e.id.replace(/\\\\/g,"\\");e.dpDiv.find("[data-handler]").map(function(){var e={prev:function(){t.datepicker._adjustDate(n,-i,"M")},next:function(){t.datepicker._adjustDate(n,+i,"M")},hide:function(){t.datepicker._hideDatepicker()},today:function(){t.datepicker._gotoToday(n)},selectDay:function(){return t.datepicker._selectDay(n,+this.getAttribute("data-month"),+this.getAttribute("data-year"),this),!1},selectMonth:function(){return t.datepicker._selectMonthYear(n,this,"M"),!1},selectYear:function(){return t.datepicker._selectMonthYear(n,this,"Y"),!1}};t(this).bind(this.getAttribute("data-event"),e[this.getAttribute("data-handler")])})},_generateHTML:function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L,H=new Date,B=this._daylightSavingAdjust(new Date(H.getFullYear(),H.getMonth(),H.getDate())),W=this._get(t,"isRTL"),q=this._get(t,"showButtonPanel"),Y=this._get(t,"hideIfNoPrevNext"),V=this._get(t,"navigationAsDateFormat"),$=this._getNumberOfMonths(t),U=this._get(t,"showCurrentAtPos"),G=this._get(t,"stepMonths"),X=1!==$[0]||1!==$[1],Z=this._daylightSavingAdjust(t.currentDay?new Date(t.currentYear,t.currentMonth,t.currentDay):new Date(9999,9,9)),J=this._getMinMaxDate(t,"min"),Q=this._getMinMaxDate(t,"max"),K=t.drawMonth-U,tt=t.drawYear;if(0&gt;K&amp;&amp;(K+=12,tt--),Q)for(e=this._daylightSavingAdjust(new Date(Q.getFullYear(),Q.getMonth()-$[0]*$[1]+1,Q.getDate())),e=J&amp;&amp;J&gt;e?J:e;this._daylightSavingAdjust(new Date(tt,K,1))&gt;e;)K--,0&gt;K&amp;&amp;(K=11,tt--);for(t.drawMonth=K,t.drawYear=tt,i=this._get(t,"prevText"),i=V?this.formatDate(i,this._daylightSavingAdjust(new Date(tt,K-G,1)),this._getFormatConfig(t)):i,n=this._canAdjustMonth(t,-1,tt,K)?"&lt;a class='ui-datepicker-prev ui-corner-all' data-handler='prev' data-event='click' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-prev ui-corner-all ui-state-disabled' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;",r=this._get(t,"nextText"),r=V?this.formatDate(r,this._daylightSavingAdjust(new Date(tt,K+G,1)),this._getFormatConfig(t)):r,s=this._canAdjustMonth(t,1,tt,K)?"&lt;a class='ui-datepicker-next ui-corner-all' data-handler='next' data-event='click' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-next ui-corner-all ui-state-disabled' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;",o=this._get(t,"currentText"),a=this._get(t,"gotoCurrent")&amp;&amp;t.currentDay?Z:B,o=V?this.formatDate(o,a,this._getFormatConfig(t)):o,l=t.inline?"":"&lt;button type='button' class='ui-datepicker-close ui-state-default ui-priority-primary ui-corner-all' data-handler='hide' data-event='click'&gt;"+this._get(t,"closeText")+"&lt;/button&gt;",u=q?"&lt;div class='ui-datepicker-buttonpane ui-widget-content'&gt;"+(W?l:"")+(this._isInRange(t,a)?"&lt;button type='button' class='ui-datepicker-current ui-state-default ui-priority-secondary ui-corner-all' data-handler='today' data-event='click'&gt;"+o+"&lt;/button&gt;":"")+(W?"":l)+"&lt;/div&gt;":"",h=parseInt(this._get(t,"firstDay"),10),h=isNaN(h)?0:h,c=this._get(t,"showWeek"),p=this._get(t,"dayNames"),d=this._get(t,"dayNamesMin"),f=this._get(t,"monthNames"),g=this._get(t,"monthNamesShort"),m=this._get(t,"beforeShowDay"),_=this._get(t,"showOtherMonths"),v=this._get(t,"selectOtherMonths"),y=this._getDefaultDate(t),b="",x=0;x&lt;$[0];x++){for(k="",this.maxRows=4,M=0;M&lt;$[1];M++){if(C=this._daylightSavingAdjust(new Date(tt,K,t.selectedDay)),D=" ui-corner-all",T="",X){if(T+="&lt;div class='ui-datepicker-group",$[1]&gt;1)switch(M){case 0:T+=" ui-datepicker-group-first",D=" ui-corner-"+(W?"right":"left");break;case $[1]-1:T+=" ui-datepicker-group-last",D=" ui-corner-"+(W?"left":"right");break;default:T+=" ui-datepicker-group-middle",D=""}T+="'&gt;"}for(T+="&lt;div class='ui-datepicker-header ui-widget-header ui-helper-clearfix"+D+"'&gt;"+(/all|left/.test(D)&amp;&amp;0===x?W?s:n:"")+(/all|right/.test(D)&amp;&amp;0===x?W?n:s:"")+this._generateMonthYearHeader(t,K,tt,J,Q,x&gt;0||M&gt;0,f,g)+"&lt;/div&gt;&lt;table class='ui-datepicker-calendar'&gt;&lt;thead&gt;&lt;tr&gt;",S=c?"&lt;th class='ui-datepicker-week-col'&gt;"+this._get(t,"weekHeader")+"&lt;/th&gt;":"",w=0;7&gt;w;w++)A=(w+h)%7,S+="&lt;th"+((w+h+6)%7&gt;=5?" class='ui-datepicker-week-end'":"")+"&gt;&lt;span title='"+p[A]+"'&gt;"+d[A]+"&lt;/span&gt;&lt;/th&gt;";for(T+=S+"&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;",P=this._getDaysInMonth(tt,K),tt===t.selectedYear&amp;&amp;K===t.selectedMonth&amp;&amp;(t.selectedDay=Math.min(t.selectedDay,P)),E=(this._getFirstDayOfMonth(tt,K)-h+7)%7,I=Math.ceil((E+P)/7),N=X&amp;&amp;this.maxRows&gt;I?this.maxRows:I,this.maxRows=N,R=this._daylightSavingAdjust(new Date(tt,K,1-E)),z=0;N&gt;z;z++){for(T+="&lt;tr&gt;",j=c?"&lt;td class='ui-datepicker-week-col'&gt;"+this._get(t,"calculateWeek")(R)+"&lt;/td&gt;":"",w=0;7&gt;w;w++)O=m?m.apply(t.input?t.input[0]:null,[R]):[!0,""],F=R.getMonth()!==K,L=F&amp;&amp;!v||!O[0]||J&amp;&amp;J&gt;R||Q&amp;&amp;R&gt;Q,j+="&lt;td class='"+((w+h+6)%7&gt;=5?" ui-datepicker-week-end":"")+(F?" ui-datepicker-other-month":"")+(R.getTime()===C.getTime()&amp;&amp;K===t.selectedMonth&amp;&amp;t._keyEvent||y.getTime()===R.getTime()&amp;&amp;y.getTime()===C.getTime()?" "+this._dayOverClass:"")+(L?" "+this._unselectableClass+" ui-state-disabled":"")+(F&amp;&amp;!_?"":" "+O[1]+(R.getTime()===Z.getTime()?" "+this._currentClass:"")+(R.getTime()===B.getTime()?" ui-datepicker-today":""))+"'"+(F&amp;&amp;!_||!O[2]?"":" title='"+O[2].replace(/'/g,"&amp;#39;")+"'")+(L?"":" data-handler='selectDay' data-event='click' data-month='"+R.getMonth()+"' data-year='"+R.getFullYear()+"'")+"&gt;"+(F&amp;&amp;!_?"&amp;#xa0;":L?"&lt;span class='ui-state-default'&gt;"+R.getDate()+"&lt;/span&gt;":"&lt;a class='ui-state-default"+(R.getTime()===B.getTime()?" ui-state-highlight":"")+(R.getTime()===Z.getTime()?" ui-state-active":"")+(F?" ui-priority-secondary":"")+"' href='#'&gt;"+R.getDate()+"&lt;/a&gt;")+"&lt;/td&gt;",R.setDate(R.getDate()+1),R=this._daylightSavingAdjust(R);T+=j+"&lt;/tr&gt;"}K++,K&gt;11&amp;&amp;(K=0,tt++),T+="&lt;/tbody&gt;&lt;/table&gt;"+(X?"&lt;/div&gt;"+($[0]&gt;0&amp;&amp;M===$[1]-1?"&lt;div class='ui-datepicker-row-break'&gt;&lt;/div&gt;":""):""),k+=T}b+=k}return b+=u,t._keyEvent=!1,b},_generateMonthYearHeader:function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m=this._get(t,"changeMonth"),_=this._get(t,"changeYear"),v=this._get(t,"showMonthAfterYear"),y="&lt;div class='ui-datepicker-title'&gt;",b="";if(s||!m)b+="&lt;span class='ui-datepicker-month'&gt;"+o[e]+"&lt;/span&gt;";else{for(l=n&amp;&amp;n.getFullYear()===i,u=r&amp;&amp;r.getFullYear()===i,b+="&lt;select class='ui-datepicker-month' data-handler='selectMonth' data-event='change'&gt;",h=0;12&gt;h;h++)(!l||h&gt;=n.getMonth())&amp;&amp;(!u||h&lt;=r.getMonth())&amp;&amp;(b+="&lt;option value='"+h+"'"+(h===e?" selected='selected'":"")+"&gt;"+a[h]+"&lt;/option&gt;");b+="&lt;/select&gt;"}if(v||(y+=b+(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")),!t.yearshtml)if(t.yearshtml="",s||!_)y+="&lt;span class='ui-datepicker-year'&gt;"+i+"&lt;/span&gt;";else{for(c=this._get(t,"yearRange").split(":"),p=(new Date).getFullYear(),d=function(t){var e=t.match(/c[+\-].*/)?i+parseInt(t.substring(1),10):t.match(/[+\-].*/)?p+parseInt(t,10):parseInt(t,10);return isNaN(e)?p:e},f=d(c[0]),g=Math.max(f,d(c[1]||"")),f=n?Math.max(f,n.getFullYear()):f,g=r?Math.min(g,r.getFullYear()):g,t.yearshtml+="&lt;select class='ui-datepicker-year' data-handler='selectYear' data-event='change'&gt;";g&gt;=f;f++)t.yearshtml+="&lt;option value='"+f+"'"+(f===i?" selected='selected'":"")+"&gt;"+f+"&lt;/option&gt;";t.yearshtml+="&lt;/select&gt;",y+=t.yearshtml,t.yearshtml=null}return y+=this._get(t,"yearSuffix"),v&amp;&amp;(y+=(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")+b),y+="&lt;/div&gt;"},_adjustInstDate:function(t,e,i){var n=t.drawYear+("Y"===i?e:0),r=t.drawMonth+("M"===i?e:0),s=Math.min(t.selectedDay,this._getDaysInMonth(n,r))+("D"===i?e:0),o=this._restrictMinMax(t,this._daylightSavingAdjust(new Date(n,r,s)));t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),("M"===i||"Y"===i)&amp;&amp;this._notifyChange(t)},_restrictMinMax:function(t,e){var i=this._getMinMaxDate(t,"min"),n=this._getMinMaxDate(t,"max"),r=i&amp;&amp;i&gt;e?i:e;return n&amp;&amp;r&gt;n?n:r},_notifyChange:function(t){var e=this._get(t,"onChangeMonthYear");e&amp;&amp;e.apply(t.input?t.input[0]:null,[t.selectedYear,t.selectedMonth+1,t])},_getNumberOfMonths:function(t){var e=this._get(t,"numberOfMonths");return null==e?[1,1]:"number"==typeof e?[1,e]:e},_getMinMaxDate:function(t,e){return this._determineDate(t,this._get(t,e+"Date"),null)},_getDaysInMonth:function(t,e){return 32-this._daylightSavingAdjust(new Date(t,e,32)).getDate()},_getFirstDayOfMonth:function(t,e){return new Date(t,e,1).getDay()},_canAdjustMonth:function(t,e,i,n){var r=this._getNumberOfMonths(t),s=this._daylightSavingAdjust(new Date(i,n+(0&gt;e?e:r[0]*r[1]),1));return 0&gt;e&amp;&amp;s.setDate(this._getDaysInMonth(s.getFullYear(),s.getMonth())),this._isInRange(t,s)},_isInRange:function(t,e){var i,n,r=this._getMinMaxDate(t,"min"),s=this._getMinMaxDate(t,"max"),o=null,a=null,l=this._get(t,"yearRange");return l&amp;&amp;(i=l.split(":"),n=(new Date).getFullYear(),o=parseInt(i[0],10),a=parseInt(i[1],10),i[0].match(/[+\-].*/)&amp;&amp;(o+=n),i[1].match(/[+\-].*/)&amp;&amp;(a+=n)),(!r||e.getTime()&gt;=r.getTime())&amp;&amp;(!s||e.getTime()&lt;=s.getTime())&amp;&amp;(!o||e.getFullYear()&gt;=o)&amp;&amp;(!a||e.getFullYear()&lt;=a)},_getFormatConfig:function(t){var e=this._get(t,"shortYearCutoff");return e="string"!=typeof e?e:(new Date).getFullYear()%100+parseInt(e,10),{shortYearCutoff:e,dayNamesShort:this._get(t,"dayNamesShort"),dayNames:this._get(t,"dayNames"),monthNamesShort:this._get(t,"monthNamesShort"),monthNames:this._get(t,"monthNames")}},_formatDate:function(t,e,i,n){e||(t.currentDay=t.selectedDay,t.currentMonth=t.selectedMonth,t.currentYear=t.selectedYear);var r=e?"object"==typeof e?e:this._daylightSavingAdjust(new Date(n,i,e)):this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return this.formatDate(this._get(t,"dateFormat"),r,this._getFormatConfig(t))}}),t.fn.datepicker=function(e){if(!this.length)return this;t.datepicker.initialized||(t(document).mousedown(t.datepicker._checkExternalClick),t.datepicker.initialized=!0),0===t("#"+t.datepicker._mainDivId).length&amp;&amp;t("body").append(t.datepicker.dpDiv);var i=Array.prototype.slice.call(arguments,1);return"string"!=typeof e||"isDisabled"!==e&amp;&amp;"getDate"!==e&amp;&amp;"widget"!==e?"option"===e&amp;&amp;2===arguments.length&amp;&amp;"string"==typeof arguments[1]?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i)):this.each(function(){"string"==typeof e?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this].concat(i)):t.datepicker._attachDatepicker(this,e)}):t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i))},t.datepicker=new i,t.datepicker.initialized=!1,t.datepicker.uuid=(new Date).getTime(),t.datepicker.version="1.10.3"}(n),function(t,e){var i={buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},n={maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0};t.widget("ui.dialog",{version:"1.10.3",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(e){var i=t(this).css(e).offset().top;0&gt;i&amp;&amp;t(this).css("top",e.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&amp;&amp;t.fn.draggable&amp;&amp;this._makeDraggable(),this.options.resizable&amp;&amp;t.fn.resizable&amp;&amp;this._makeResizable(),this._isOpen=!1},_init:function(){this.options.autoOpen&amp;&amp;this.open()},_appendTo:function(){var e=this.options.appendTo;return e&amp;&amp;(e.jquery||e.nodeType)?t(e):this.document.find(e||"body").eq(0)},_destroy:function(){var t,e=this.originalPosition;this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&amp;&amp;this.element.attr("title",this.originalTitle),t=e.parent.children().eq(e.index),t.length&amp;&amp;t[0]!==this.element[0]?t.before(this.element):e.parent.append(this.element)},widget:function(){return this.uiDialog},disable:t.noop,enable:t.noop,close:function(e){var i=this;this._isOpen&amp;&amp;this._trigger("beforeClose",e)!==!1&amp;&amp;(this._isOpen=!1,this._destroyOverlay(),this.opener.filter(":focusable").focus().length||t(this.document[0].activeElement).blur(),this._hide(this.uiDialog,this.options.hide,function(){i._trigger("close",e)}))},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,e){var i=!!this.uiDialog.nextAll(":visible").insertBefore(this.uiDialog).length;return i&amp;&amp;!e&amp;&amp;this._trigger("focus",t),i},open:function(){var e=this;return this._isOpen?void(this._moveToTop()&amp;&amp;this._focusTabbable()):(this._isOpen=!0,this.opener=t(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this._show(this.uiDialog,this.options.show,function(){e._focusTabbable(),e._trigger("focus")}),void this._trigger("open"))},_focusTabbable:function(){var t=this.element.find("[autofocus]");t.length||(t=this.element.find(":tabbable")),t.length||(t=this.uiDialogButtonPane.find(":tabbable")),t.length||(t=this.uiDialogTitlebarClose.filter(":tabbable")),t.length||(t=this.uiDialog),t.eq(0).focus()},_keepFocus:function(e){function i(){var e=this.document[0].activeElement,i=this.uiDialog[0]===e||t.contains(this.uiDialog[0],e);i||this._focusTabbable()}e.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=t("&lt;div&gt;").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(e){if(this.options.closeOnEscape&amp;&amp;!e.isDefaultPrevented()&amp;&amp;e.keyCode&amp;&amp;e.keyCode===t.ui.keyCode.ESCAPE)return e.preventDefault(),void this.close(e);if(e.keyCode===t.ui.keyCode.TAB){var i=this.uiDialog.find(":tabbable"),n=i.filter(":first"),r=i.filter(":last");e.target!==r[0]&amp;&amp;e.target!==this.uiDialog[0]||e.shiftKey?e.target!==n[0]&amp;&amp;e.target!==this.uiDialog[0]||!e.shiftKey||(r.focus(1),e.preventDefault()):(n.focus(1),e.preventDefault())}},mousedown:function(t){this._moveToTop(t)&amp;&amp;this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var e;this.uiDialogTitlebar=t("&lt;div&gt;").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(e){t(e.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=t("&lt;button&gt;&lt;/button&gt;").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(t){t.preventDefault(),this.close(t)}}),e=t("&lt;span&gt;").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(e),this.uiDialog.attr({"aria-labelledby":e.attr("id")})},_title:function(t){this.options.title||t.html("&amp;#160;"),t.text(this.options.title)},_createButtonPane:function(){this.uiDialogButtonPane=t("&lt;div&gt;").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=t("&lt;div&gt;").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var e=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),t.isEmptyObject(i)||t.isArray(i)&amp;&amp;!i.length?void this.uiDialog.removeClass("ui-dialog-buttons"):(t.each(i,function(i,n){var r,s;n=t.isFunction(n)?{click:n,text:i}:n,n=t.extend({type:"button"},n),r=n.click,n.click=function(){r.apply(e.element[0],arguments)},s={icons:n.icons,text:n.showText},delete n.icons,delete n.showText,t("&lt;button&gt;&lt;/button&gt;",n).button(s).appendTo(e.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),void this.uiDialogButtonPane.appendTo(this.uiDialog))},_makeDraggable:function(){function e(t){return{position:t.position,offset:t.offset}}var i=this,n=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(n,r){t(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",n,e(r))},drag:function(t,n){i._trigger("drag",t,e(n))},stop:function(r,s){n.position=[s.position.left-i.document.scrollLeft(),s.position.top-i.document.scrollTop()],t(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",r,e(s))}})},_makeResizable:function(){function e(t){return{originalPosition:t.originalPosition,originalSize:t.originalSize,position:t.position,size:t.size}}var i=this,n=this.options,r=n.resizable,s=this.uiDialog.css("position"),o="string"==typeof r?r:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:n.maxWidth,maxHeight:n.maxHeight,minWidth:n.minWidth,minHeight:this._minHeight(),handles:o,start:function(n,r){t(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",n,e(r))},resize:function(t,n){i._trigger("resize",t,e(n))},stop:function(r,s){n.height=t(this).height(),n.width=t(this).width(),t(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",r,e(s))}}).css("position",s)},_minHeight:function(){var t=this.options;return"auto"===t.height?t.minHeight:Math.min(t.minHeight,t.height)},_position:function(){var t=this.uiDialog.is(":visible");t||this.uiDialog.show(),this.uiDialog.position(this.options.position),t||this.uiDialog.hide()},_setOptions:function(e){var r=this,s=!1,o={};t.each(e,function(t,e){r._setOption(t,e),t in i&amp;&amp;(s=!0),t in 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i,n,r=e.within,s=r.offset.top+r.scrollTop,o=r.height,l=r.isWindow?r.scrollTop:r.offset.top,u=t.top-e.collisionPosition.marginTop,h=u-l,c=u+e.collisionHeight-o-l,p="top"===e.my[1],d=p?-e.elemHeight:"bottom"===e.my[1]?e.elemHeight:0,f="top"===e.at[1]?e.targetHeight:"bottom"===e.at[1]?-e.targetHeight:0,g=-2*e.offset[1];0&gt;h?(n=t.top+d+f+g+e.collisionHeight-o-s,t.top+d+f+g&gt;h&amp;&amp;(0&gt;n||n&lt;a(h))&amp;&amp;(t.top+=d+f+g)):c&gt;0&amp;&amp;(i=t.top-e.collisionPosition.marginTop+d+f+g-l,t.top+d+f+g&gt;c&amp;&amp;(i&gt;0||a(i)&lt;c)&amp;&amp;(t.top+=d+f+g))}},flipfit:{left:function(){t.ui.position.flip.left.apply(this,arguments),t.ui.position.fit.left.apply(this,arguments)},top:function(){t.ui.position.flip.top.apply(this,arguments),t.ui.position.fit.top.apply(this,arguments)}}},function(){var 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i={handle:this.handles[e],value:this.value()};this.options.values&amp;&amp;this.options.values.length&amp;&amp;(i.value=this.values(e),i.values=this.values()),this._lastChangedValue=e,this._trigger("change",t,i)}},value:function(t){return arguments.length?(this.options.value=this._trimAlignValue(t),this._refreshValue(),void this._change(null,0)):this._value()},values:function(e,i){var n,r,s;if(arguments.length&gt;1)return this.options.values[e]=this._trimAlignValue(i),this._refreshValue(),void this._change(null,e);if(!arguments.length)return this._values();if(!t.isArray(arguments[0]))return this.options.values&amp;&amp;this.options.values.length?this._values(e):this.value();for(n=this.options.values,r=arguments[0],s=0;s&lt;n.length;s+=1)n[s]=this._trimAlignValue(r[s]),this._change(null,s);this._refreshValue()},_setOption:function(e,i){var 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t.ui.keyCode.LEFT:if(r===this._valueMin())return;s=this._trimAlignValue(r-o)}this._slide(e,a,s)},click:function(t){t.preventDefault()},keyup:function(e){var i=t(e.target).data("ui-slider-handle-index");this._keySliding&amp;&amp;(this._keySliding=!1,this._stop(e,i),this._change(e,i),t(e.target).removeClass("ui-state-active"))}}})}(n),function(t){function e(t){return function(){var 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0!==r&amp;&amp;r.length&amp;&amp;(e[n]=r)}),e},_events:{keydown:function(t){this._start(t)&amp;&amp;this._keydown(t)&amp;&amp;t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(this._stop(),this._refresh(),void(this.previous!==this.element.val()&amp;&amp;this._trigger("change",t)))},mousewheel:function(t,e){if(e){if(!this.spinning&amp;&amp;!this._start(t))return!1;this._spin((e&gt;0?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&amp;&amp;this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(e){function i(){var t=this.element[0]===this.document[0].activeElement;t||(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n}))}var n;n=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),e.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(e)!==!1&amp;&amp;this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(e){return t(e.currentTarget).hasClass("ui-state-active")?this._start(e)===!1?!1:void this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var t=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=t.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()&gt;Math.ceil(.5*t.height())&amp;&amp;t.height()&gt;0&amp;&amp;t.height(t.height()),this.options.disabled&amp;&amp;this.disable()},_keydown:function(e){var i=this.options,n=t.ui.keyCode;switch(e.keyCode){case n.UP:return this._repeat(null,1,e),!0;case n.DOWN:return this._repeat(null,-1,e),!0;case n.PAGE_UP:return this._repeat(null,i.page,e),!0;case n.PAGE_DOWN:return this._repeat(null,-i.page,e),!0}return!1},_uiSpinnerHtml:function(){return"&lt;span class='ui-spinner ui-widget ui-widget-content ui-corner-all'&gt;&lt;/span&gt;"},_buttonHtml:function(){return"&lt;a class='ui-spinner-button ui-spinner-up ui-corner-tr'&gt;&lt;span class='ui-icon 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null!==this.options.min&amp;&amp;(t=Math.max(t,this._precisionOf(this.options.min))),t},_precisionOf:function(t){var e=t.toString(),i=e.indexOf(".");return-1===i?0:e.length-i-1},_adjustValue:function(t){var e,i,n=this.options;return e=null!==n.min?n.min:0,i=t-e,i=Math.round(i/n.step)*n.step,t=e+i,t=parseFloat(t.toFixed(this._precision())),null!==n.max&amp;&amp;t&gt;n.max?n.max:null!==n.min&amp;&amp;t&lt;n.min?n.min:t},_stop:function(t){this.spinning&amp;&amp;(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){if("culture"===t||"numberFormat"===t){var i=this._parse(this.element.val());return this.options[t]=e,void this.element.val(this._format(i))}("max"===t||"min"===t||"step"===t)&amp;&amp;"string"==typeof e&amp;&amp;(e=this._parse(e)),"icons"===t&amp;&amp;(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(e.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(e.down)),this._super(t,e),"disabled"===t&amp;&amp;(e?(this.element.prop("disabled",!0),this.buttons.button("disable")):(this.element.prop("disabled",!1),this.buttons.button("enable")))},_setOptions:e(function(t){this._super(t),this._value(this.element.val())}),_parse:function(t){return"string"==typeof t&amp;&amp;""!==t&amp;&amp;(t=window.Globalize&amp;&amp;this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t),""===t||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&amp;&amp;this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},_value:function(t,e){var 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i(){return++r}function n(t){return t.hash.length&gt;1&amp;&amp;decodeURIComponent(t.href.replace(s,""))===decodeURIComponent(location.href.replace(s,""))}var r=0,s=/#.*$/;t.widget("ui.tabs",{version:"1.10.3",delay:300,options:{active:null,collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_create:function(){var e=this,i=this.options;this.running=!1,this.element.addClass("ui-tabs ui-widget ui-widget-content ui-corner-all").toggleClass("ui-tabs-collapsible",i.collapsible).delegate(".ui-tabs-nav &gt; 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0}),null===e&amp;&amp;(e=this.tabs.index(this.tabs.filter(".ui-tabs-active"))),(null===e||-1===e)&amp;&amp;(e=this.tabs.length?0:!1)),e!==!1&amp;&amp;(e=this.tabs.index(this.tabs.eq(e)),-1===e&amp;&amp;(e=i?!1:0)),!i&amp;&amp;e===!1&amp;&amp;this.anchors.length&amp;&amp;(e=0),e},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):t()}},_tabKeydown:function(e){var i=t(this.document[0].activeElement).closest("li"),n=this.tabs.index(i),r=!0;if(!this._handlePageNav(e)){switch(e.keyCode){case t.ui.keyCode.RIGHT:case t.ui.keyCode.DOWN:n++;break;case t.ui.keyCode.UP:case t.ui.keyCode.LEFT:r=!1,n--;break;case t.ui.keyCode.END:n=this.anchors.length-1;break;case t.ui.keyCode.HOME:n=0;break;case t.ui.keyCode.SPACE:return e.preventDefault(),clearTimeout(this.activating),void this._activate(n);case t.ui.keyCode.ENTER:return e.preventDefault(),clearTimeout(this.activating),void this._activate(n===this.options.active?!1:n);default:return}e.preventDefault(),clearTimeout(this.activating),n=this._focusNextTab(n,r),e.ctrlKey||(i.attr("aria-selected","false"),this.tabs.eq(n).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",n)},this.delay))}},_panelKeydown:function(e){this._handlePageNav(e)||e.ctrlKey&amp;&amp;e.keyCode===t.ui.keyCode.UP&amp;&amp;(e.preventDefault(),this.active.focus())},_handlePageNav:function(e){return e.altKey&amp;&amp;e.keyCode===t.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):e.altKey&amp;&amp;e.keyCode===t.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 0},_findNextTab:function(e,i){function n(){return e&gt;r&amp;&amp;(e=0),0&gt;e&amp;&amp;(e=r),e}for(var r=this.tabs.length-1;-1!==t.inArray(n(),this.options.disabled);)e=i?e+1:e-1;return e},_focusNextTab:function(t,e){return t=this._findNextTab(t,e),this.tabs.eq(t).focus(),t},_setOption:function(t,e){return"active"===t?void this._activate(e):"disabled"===t?void this._setupDisabled(e):(this._super(t,e),"collapsible"===t&amp;&amp;(this.element.toggleClass("ui-tabs-collapsible",e),e||this.options.active!==!1||this._activate(0)),"event"===t&amp;&amp;this._setupEvents(e),void("heightStyle"===t&amp;&amp;this._setupHeightStyle(e)))},_tabId:function(t){return t.attr("aria-controls")||"ui-tabs-"+i()},_sanitizeSelector:function(t){return t?t.replace(/[!"$%&amp;'()*+,.\/:;&lt;=&gt;?@\[\]\^`{|}~]/g,"\\$&amp;"):""},refresh:function(){var e=this.options,i=this.tablist.children(":has(a[href])");e.disabled=t.map(i.filter(".ui-state-disabled"),function(t){return i.index(t)}),this._processTabs(),e.active!==!1&amp;&amp;this.anchors.length?this.active.length&amp;&amp;!t.contains(this.tablist[0],this.active[0])?this.tabs.length===e.disabled.length?(e.active=!1,this.active=t()):this._activate(this._findNextTab(Math.max(0,e.active-1),!1)):e.active=this.tabs.index(this.active):(e.active=!1,this.active=t()),this._refresh()},_refresh:function(){this._setupDisabled(this.options.disabled),this._setupEvents(this.options.event),this._setupHeightStyle(this.options.heightStyle),this.tabs.not(this.active).attr({"aria-selected":"false",tabIndex:-1}),this.panels.not(this._getPanelForTab(this.active)).hide().attr({"aria-expanded":"false","aria-hidden":"true"}),this.active.length?(this.active.addClass("ui-tabs-active ui-state-active").attr({"aria-selected":"true",tabIndex:0}),this._getPanelForTab(this.active).show().attr({"aria-expanded":"true","aria-hidden":"false"})):this.tabs.eq(0).attr("tabIndex",0)},_processTabs:function(){var e=this;this.tablist=this._getList().addClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all").attr("role","tablist"),this.tabs=this.tablist.find("&gt; li:has(a[href])").addClass("ui-state-default ui-corner-top").attr({role:"tab",tabIndex:-1}),this.anchors=this.tabs.map(function(){return t("a",this)[0]}).addClass("ui-tabs-anchor").attr({role:"presentation",tabIndex:-1}),this.panels=t(),this.anchors.each(function(i,r){var s,o,a,l=t(r).uniqueId().attr("id"),u=t(r).closest("li"),h=u.attr("aria-controls");n(r)?(s=r.hash,o=e.element.find(e._sanitizeSelector(s))):(a=e._tabId(u),s="#"+a,o=e.element.find(s),o.length||(o=e._createPanel(a),o.insertAfter(e.panels[i-1]||e.tablist)),o.attr("aria-live","polite")),o.length&amp;&amp;(e.panels=e.panels.add(o)),h&amp;&amp;u.data("ui-tabs-aria-controls",h),u.attr({"aria-controls":s.substring(1),"aria-labelledby":l}),o.attr("aria-labelledby",l)}),this.panels.addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").attr("role","tabpanel")},_getList:function(){return this.element.find("ol,ul").eq(0)},_createPanel:function(e){return t("&lt;div&gt;").attr("id",e).addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").data("ui-tabs-destroy",!0)},_setupDisabled:function(e){t.isArray(e)&amp;&amp;(e.length?e.length===this.anchors.length&amp;&amp;(e=!0):e=!1);for(var i,n=0;i=this.tabs[n];n++)e===!0||-1!==t.inArray(n,e)?t(i).addClass("ui-state-disabled").attr("aria-disabled","true"):t(i).removeClass("ui-state-disabled").removeAttr("aria-disabled");this.options.disabled=e},_setupEvents:function(e){var i={click:function(t){t.preventDefault()}};e&amp;&amp;t.each(e.split(" "),function(t,e){i[e]="_eventHandler"}),this._off(this.anchors.add(this.tabs).add(this.panels)),this._on(this.anchors,i),this._on(this.tabs,{keydown:"_tabKeydown"}),this._on(this.panels,{keydown:"_panelKeydown"}),this._focusable(this.tabs),this._hoverable(this.tabs)},_setupHeightStyle:function(e){var i,n=this.element.parent();"fill"===e?(i=n.height(),i-=this.element.outerHeight()-this.element.height(),this.element.siblings(":visible").each(function(){var e=t(this),n=e.css("position");"absolute"!==n&amp;&amp;"fixed"!==n&amp;&amp;(i-=e.outerHeight(!0))}),this.element.children().not(this.panels).each(function(){i-=t(this).outerHeight(!0)}),this.panels.each(function(){t(this).height(Math.max(0,i-t(this).innerHeight()+t(this).height()))}).css("overflow","auto")):"auto"===e&amp;&amp;(i=0,this.panels.each(function(){i=Math.max(i,t(this).height("").height())}).height(i))},_eventHandler:function(e){var i=this.options,n=this.active,r=t(e.currentTarget),s=r.closest("li"),o=s[0]===n[0],a=o&amp;&amp;i.collapsible,l=a?t():this._getPanelForTab(s),u=n.length?this._getPanelForTab(n):t(),h={oldTab:n,oldPanel:u,newTab:a?t():s,newPanel:l};e.preventDefault(),s.hasClass("ui-state-disabled")||s.hasClass("ui-tabs-loading")||this.running||o&amp;&amp;!i.collapsible||this._trigger("beforeActivate",e,h)===!1||(i.active=a?!1:this.tabs.index(s),this.active=o?t():s,this.xhr&amp;&amp;this.xhr.abort(),u.length||l.length||t.error("jQuery UI Tabs: Mismatching fragment identifier."),l.length&amp;&amp;this.load(this.tabs.index(s),e),this._toggle(e,h))},_toggle:function(e,i){function n(){s.running=!1,s._trigger("activate",e,i)}function r(){i.newTab.closest("li").addClass("ui-tabs-active ui-state-active"),o.length&amp;&amp;s.options.show?s._show(o,s.options.show,n):(o.show(),n())}var s=this,o=i.newPanel,a=i.oldPanel;this.running=!0,a.length&amp;&amp;this.options.hide?this._hide(a,this.options.hide,function(){i.oldTab.closest("li").removeClass("ui-tabs-active ui-state-active"),r()}):(i.oldTab.closest("li").removeClass("ui-tabs-active ui-state-active"),a.hide(),r()),a.attr({"aria-expanded":"false","aria-hidden":"true"}),i.oldTab.attr("aria-selected","false"),o.length&amp;&amp;a.length?i.oldTab.attr("tabIndex",-1):o.length&amp;&amp;this.tabs.filter(function(){return 0===t(this).attr("tabIndex")}).attr("tabIndex",-1),o.attr({"aria-expanded":"true","aria-hidden":"false"}),i.newTab.attr({"aria-selected":"true",tabIndex:0})},_activate:function(e){var i,n=this._findActive(e);n[0]!==this.active[0]&amp;&amp;(n.length||(n=this.active),i=n.find(".ui-tabs-anchor")[0],this._eventHandler({target:i,currentTarget:i,preventDefault:t.noop}))},_findActive:function(e){return e===!1?t():this.tabs.eq(e)},_getIndex:function(t){return"string"==typeof t&amp;&amp;(t=this.anchors.index(this.anchors.filter("[href$='"+t+"']"))),t},_destroy:function(){this.xhr&amp;&amp;this.xhr.abort(),this.element.removeClass("ui-tabs ui-widget ui-widget-content ui-corner-all ui-tabs-collapsible"),this.tablist.removeClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all").removeAttr("role"),this.anchors.removeClass("ui-tabs-anchor").removeAttr("role").removeAttr("tabIndex").removeUniqueId(),this.tabs.add(this.panels).each(function(){t.data(this,"ui-tabs-destroy")?t(this).remove():t(this).removeClass("ui-state-default ui-state-active ui-state-disabled ui-corner-top ui-corner-bottom ui-widget-content ui-tabs-active ui-tabs-panel").removeAttr("tabIndex").removeAttr("aria-live").removeAttr("aria-busy").removeAttr("aria-selected").removeAttr("aria-labelledby").removeAttr("aria-hidden").removeAttr("aria-expanded").removeAttr("role")}),this.tabs.each(function(){var e=t(this),i=e.data("ui-tabs-aria-controls");i?e.attr("aria-controls",i).removeData("ui-tabs-aria-controls"):e.removeAttr("aria-controls")}),this.panels.show(),"content"!==this.options.heightStyle&amp;&amp;this.panels.css("height","")},enable:function(i){var n=this.options.disabled;n!==!1&amp;&amp;(i===e?n=!1:(i=this._getIndex(i),n=t.isArray(n)?t.map(n,function(t){return t!==i?t:null}):t.map(this.tabs,function(t,e){return e!==i?e:null})),this._setupDisabled(n))},disable:function(i){var n=this.options.disabled;if(n!==!0){if(i===e)n=!0;else{if(i=this._getIndex(i),-1!==t.inArray(i,n))return;n=t.isArray(n)?t.merge([i],n).sort():[i]}this._setupDisabled(n)}},load:function(e,i){e=this._getIndex(e);var r=this,s=this.tabs.eq(e),o=s.find(".ui-tabs-anchor"),a=this._getPanelForTab(s),l={tab:s,panel:a};n(o[0])||(this.xhr=t.ajax(this._ajaxSettings(o,i,l)),this.xhr&amp;&amp;"canceled"!==this.xhr.statusText&amp;&amp;(s.addClass("ui-tabs-loading"),a.attr("aria-busy","true"),this.xhr.success(function(t){setTimeout(function(){a.html(t),r._trigger("load",i,l)},1)}).complete(function(t,e){setTimeout(function(){"abort"===e&amp;&amp;r.panels.stop(!1,!0),s.removeClass("ui-tabs-loading"),a.removeAttr("aria-busy"),t===r.xhr&amp;&amp;delete r.xhr},1)})))},_ajaxSettings:function(e,i,n){var r=this;return{url:e.attr("href"),beforeSend:function(e,s){return r._trigger("beforeLoad",i,t.extend({jqXHR:e,ajaxSettings:s},n))}}},_getPanelForTab:function(e){var i=t(e).attr("aria-controls");return this.element.find(this._sanitizeSelector("#"+i))}})}(n),function(t){function e(e,i){var n=(e.attr("aria-describedby")||"").split(/\s+/);n.push(i),e.data("ui-tooltip-id",i).attr("aria-describedby",t.trim(n.join(" ")))}function i(e){var i=e.data("ui-tooltip-id"),n=(e.attr("aria-describedby")||"").split(/\s+/),r=t.inArray(i,n);-1!==r&amp;&amp;n.splice(r,1),e.removeData("ui-tooltip-id"),n=t.trim(n.join(" ")),n?e.attr("aria-describedby",n):e.removeAttr("aria-describedby")}var n=0;t.widget("ui.tooltip",{version:"1.10.3",options:{content:function(){var e=t(this).attr("title")||"";return t("&lt;a&gt;").text(e).html()},hide:!0,items:"[title]:not([disabled])",position:{my:"left top+15",at:"left bottom",collision:"flipfit flip"},show:!0,tooltipClass:null,track:!1,close:null,open:null},_create:function(){this._on({mouseover:"open",focusin:"open"}),this.tooltips={},this.parents={},this.options.disabled&amp;&amp;this._disable()},_setOption:function(e,i){var n=this;return"disabled"===e?(this[i?"_disable":"_enable"](),void(this.options[e]=i)):(this._super(e,i),void("content"===e&amp;&amp;t.each(this.tooltips,function(t,e){n._updateContent(e)})))},_disable:function(){var e=this;t.each(this.tooltips,function(i,n){var r=t.Event("blur");r.target=r.currentTarget=n[0],e.close(r,!0)}),this.element.find(this.options.items).addBack().each(function(){var e=t(this);e.is("[title]")&amp;&amp;e.data("ui-tooltip-title",e.attr("title")).attr("title","")})},_enable:function(){this.element.find(this.options.items).addBack().each(function(){var e=t(this);e.data("ui-tooltip-title")&amp;&amp;e.attr("title",e.data("ui-tooltip-title"))})},open:function(e){var i=this,n=t(e?e.target:this.element).closest(this.options.items);n.length&amp;&amp;!n.data("ui-tooltip-id")&amp;&amp;(n.attr("title")&amp;&amp;n.data("ui-tooltip-title",n.attr("title")),n.data("ui-tooltip-open",!0),e&amp;&amp;"mouseover"===e.type&amp;&amp;n.parents().each(function(){var e,n=t(this);n.data("ui-tooltip-open")&amp;&amp;(e=t.Event("blur"),e.target=e.currentTarget=this,i.close(e,!0)),n.attr("title")&amp;&amp;(n.uniqueId(),i.parents[this.id]={element:this,title:n.attr("title")},n.attr("title",""))}),this._updateContent(n,e))},_updateContent:function(t,e){var i,n=this.options.content,r=this,s=e?e.type:null;return"string"==typeof n?this._open(e,t,n):(i=n.call(t[0],function(i){t.data("ui-tooltip-open")&amp;&amp;r._delay(function(){e&amp;&amp;(e.type=s),this._open(e,t,i)})}),void(i&amp;&amp;this._open(e,t,i)))},_open:function(i,n,r){function s(t){u.of=t,o.is(":hidden")||o.position(u)}var o,a,l,u=t.extend({},this.options.position);if(r){if(o=this._find(n),o.length)return void o.find(".ui-tooltip-content").html(r);n.is("[title]")&amp;&amp;(i&amp;&amp;"mouseover"===i.type?n.attr("title",""):n.removeAttr("title")),o=this._tooltip(n),e(n,o.attr("id")),o.find(".ui-tooltip-content").html(r),this.options.track&amp;&amp;i&amp;&amp;/^mouse/.test(i.type)?(this._on(this.document,{mousemove:s}),s(i)):o.position(t.extend({of:n},this.options.position)),o.hide(),this._show(o,this.options.show),this.options.show&amp;&amp;this.options.show.delay&amp;&amp;(l=this.delayedShow=setInterval(function(){o.is(":visible")&amp;&amp;(s(u.of),clearInterval(l))},t.fx.interval)),this._trigger("open",i,{tooltip:o}),a={keyup:function(e){if(e.keyCode===t.ui.keyCode.ESCAPE){var i=t.Event(e);i.currentTarget=n[0],this.close(i,!0)}},remove:function(){this._removeTooltip(o)}},i&amp;&amp;"mouseover"!==i.type||(a.mouseleave="close"),i&amp;&amp;"focusin"!==i.type||(a.focusout="close"),this._on(!0,n,a)}},close:function(e){var n=this,r=t(e?e.currentTarget:this.element),s=this._find(r);this.closing||(clearInterval(this.delayedShow),r.data("ui-tooltip-title")&amp;&amp;r.attr("title",r.data("ui-tooltip-title")),i(r),s.stop(!0),this._hide(s,this.options.hide,function(){n._removeTooltip(t(this))}),r.removeData("ui-tooltip-open"),this._off(r,"mouseleave focusout keyup"),r[0]!==this.element[0]&amp;&amp;this._off(r,"remove"),this._off(this.document,"mousemove"),e&amp;&amp;"mouseleave"===e.type&amp;&amp;t.each(this.parents,function(e,i){t(i.element).attr("title",i.title),delete n.parents[e]}),this.closing=!0,this._trigger("close",e,{tooltip:s}),this.closing=!1)},_tooltip:function(e){var i="ui-tooltip-"+n++,r=t("&lt;div&gt;").attr({id:i,role:"tooltip"}).addClass("ui-tooltip ui-widget ui-corner-all ui-widget-content "+(this.options.tooltipClass||""));return t("&lt;div&gt;").addClass("ui-tooltip-content").appendTo(r),r.appendTo(this.document[0].body),this.tooltips[i]=e,r},_find:function(e){var i=e.data("ui-tooltip-id");return i?t("#"+i):t()},_removeTooltip:function(t){t.remove(),delete this.tooltips[t.attr("id")]},_destroy:function(){var e=this;t.each(this.tooltips,function(i,n){var r=t.Event("blur");r.target=r.currentTarget=n[0],e.close(r,!0),t("#"+i).remove(),n.data("ui-tooltip-title")&amp;&amp;(n.attr("title",n.data("ui-tooltip-title")),n.removeData("ui-tooltip-title"))})}})}(n)},{jquery:18}],12:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),
t("./position"),function(t,e){t.widget("ui.menu",{version:"1.10.4",defaultElement:"&lt;ul&gt;",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},menus:"ul",position:{my:"left top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content ui-corner-all").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}).bind("click"+this.eventNamespace,t.proxy(function(t){this.options.disabled&amp;&amp;t.preventDefault()},this)),this.options.disabled&amp;&amp;this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item &gt; a":function(t){t.preventDefault()},"click .ui-state-disabled &gt; a":function(t){t.preventDefault()},"click .ui-menu-item:has(a)":function(e){var i=t(e.target).closest(".ui-menu-item");!this.mouseHandled&amp;&amp;i.not(".ui-state-disabled").length&amp;&amp;(this.select(e),e.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(e):!this.element.is(":focus")&amp;&amp;t(this.document[0].activeElement).closest(".ui-menu").length&amp;&amp;(this.element.trigger("focus",[!0]),this.active&amp;&amp;1===this.active.parents(".ui-menu").length&amp;&amp;clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(e){var i=t(e.currentTarget);i.siblings().children(".ui-state-active").removeClass("ui-state-active"),this.focus(e,i)},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(t,e){var i=this.active||this.element.children(".ui-menu-item").eq(0);e||this.focus(t,i)},blur:function(e){this._delay(function(){t.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(e)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){t(e.target).closest(".ui-menu").length||this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-corner-all ui-menu-icons").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").children("a").removeUniqueId().removeClass("ui-corner-all ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var e=t(this);e.data("ui-menu-submenu-carat")&amp;&amp;e.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(e){function i(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&amp;")}var n,r,s,o,a,l=!0;switch(e.keyCode){case t.ui.keyCode.PAGE_UP:this.previousPage(e);break;case t.ui.keyCode.PAGE_DOWN:this.nextPage(e);break;case t.ui.keyCode.HOME:this._move("first","first",e);break;case t.ui.keyCode.END:this._move("last","last",e);break;case t.ui.keyCode.UP:this.previous(e);break;case t.ui.keyCode.DOWN:this.next(e);break;case t.ui.keyCode.LEFT:this.collapse(e);break;case t.ui.keyCode.RIGHT:this.active&amp;&amp;!this.active.is(".ui-state-disabled")&amp;&amp;this.expand(e);break;case t.ui.keyCode.ENTER:case t.ui.keyCode.SPACE:this._activate(e);break;case t.ui.keyCode.ESCAPE:this.collapse(e);break;default:l=!1,r=this.previousFilter||"",s=String.fromCharCode(e.keyCode),o=!1,clearTimeout(this.filterTimer),s===r?o=!0:s=r+s,a=new RegExp("^"+i(s),"i"),n=this.activeMenu.children(".ui-menu-item").filter(function(){return a.test(t(this).children("a").text())}),n=o&amp;&amp;-1!==n.index(this.active.next())?this.active.nextAll(".ui-menu-item"):n,n.length||(s=String.fromCharCode(e.keyCode),a=new RegExp("^"+i(s),"i"),n=this.activeMenu.children(".ui-menu-item").filter(function(){return a.test(t(this).children("a").text())})),n.length?(this.focus(e,n),n.length&gt;1?(this.previousFilter=s,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter):delete this.previousFilter}l&amp;&amp;e.preventDefault()},_activate:function(t){this.active.is(".ui-state-disabled")||(this.active.children("a[aria-haspopup='true']").length?this.expand(t):this.select(t))},refresh:function(){var e,i=this.options.icons.submenu,n=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),n.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-corner-all").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var e=t(this),n=e.prev("a"),r=t("&lt;span&gt;").addClass("ui-menu-icon ui-icon "+i).data("ui-menu-submenu-carat",!0);n.attr("aria-haspopup","true").prepend(r),e.attr("aria-labelledby",n.attr("id"))}),e=n.add(this.element),e.children(":not(.ui-menu-item):has(a)").addClass("ui-menu-item").attr("role","presentation").children("a").uniqueId().addClass("ui-corner-all").attr({tabIndex:-1,role:this._itemRole()}),e.children(":not(.ui-menu-item)").each(function(){var e=t(this);/[^\-\u2014\u2013\s]/.test(e.text())||e.addClass("ui-widget-content ui-menu-divider")}),e.children(".ui-state-disabled").attr("aria-disabled","true"),this.active&amp;&amp;!t.contains(this.element[0],this.active[0])&amp;&amp;this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(t,e){"icons"===t&amp;&amp;this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(e.submenu),this._super(t,e)},focus:function(t,e){var i,n;this.blur(t,t&amp;&amp;"focus"===t.type),this._scrollIntoView(e),this.active=e.first(),n=this.active.children("a").addClass("ui-state-focus"),this.options.role&amp;&amp;this.element.attr("aria-activedescendant",n.attr("id")),this.active.parent().closest(".ui-menu-item").children("a:first").addClass("ui-state-active"),t&amp;&amp;"keydown"===t.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=e.children(".ui-menu"),i.length&amp;&amp;t&amp;&amp;/^mouse/.test(t.type)&amp;&amp;this._startOpening(i),this.activeMenu=e.parent(),this._trigger("focus",t,{item:e})},_scrollIntoView:function(e){var i,n,r,s,o,a;this._hasScroll()&amp;&amp;(i=parseFloat(t.css(this.activeMenu[0],"borderTopWidth"))||0,n=parseFloat(t.css(this.activeMenu[0],"paddingTop"))||0,r=e.offset().top-this.activeMenu.offset().top-i-n,s=this.activeMenu.scrollTop(),o=this.activeMenu.height(),a=e.height(),0&gt;r?this.activeMenu.scrollTop(s+r):r+a&gt;o&amp;&amp;this.activeMenu.scrollTop(s+r-o+a))},blur:function(t,e){e||clearTimeout(this.timer),this.active&amp;&amp;(this.active.children("a").removeClass("ui-state-focus"),this.active=null,this._trigger("blur",t,{item:this.active}))},_startOpening:function(t){clearTimeout(this.timer),"true"===t.attr("aria-hidden")&amp;&amp;(this.timer=this._delay(function(){this._close(),this._open(t)},this.delay))},_open:function(e){var i=t.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(e.parents(".ui-menu")).hide().attr("aria-hidden","true"),e.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(e,i){clearTimeout(this.timer),this.timer=this._delay(function(){var n=i?this.element:t(e&amp;&amp;e.target).closest(this.element.find(".ui-menu"));n.length||(n=this.element),this._close(n),this.blur(e),this.activeMenu=n},this.delay)},_close:function(t){t||(t=this.active?this.active.parent():this.element),t.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find("a.ui-state-active").removeClass("ui-state-active")},collapse:function(t){var e=this.active&amp;&amp;this.active.parent().closest(".ui-menu-item",this.element);e&amp;&amp;e.length&amp;&amp;(this._close(),this.focus(t,e))},expand:function(t){var e=this.active&amp;&amp;this.active.children(".ui-menu ").children(".ui-menu-item").first();e&amp;&amp;e.length&amp;&amp;(this._open(e.parent()),this._delay(function(){this.focus(t,e)}))},next:function(t){this._move("next","first",t)},previous:function(t){this._move("prev","last",t)},isFirstItem:function(){return this.active&amp;&amp;!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&amp;&amp;!this.active.nextAll(".ui-menu-item").length},_move:function(t,e,i){var n;this.active&amp;&amp;(n="first"===t||"last"===t?this.active["first"===t?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[t+"All"](".ui-menu-item").eq(0)),n&amp;&amp;n.length&amp;&amp;this.active||(n=this.activeMenu.children(".ui-menu-item")[e]()),this.focus(i,n)},nextPage:function(e){var i,n,r;return this.active?void(this.isLastItem()||(this._hasScroll()?(n=this.active.offset().top,r=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=t(this),i.offset().top-n-r&lt;0}),this.focus(e,i)):this.focus(e,this.activeMenu.children(".ui-menu-item")[this.active?"last":"first"]()))):void this.next(e)},previousPage:function(e){var i,n,r;return this.active?void(this.isFirstItem()||(this._hasScroll()?(n=this.active.offset().top,r=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=t(this),i.offset().top-n+r&gt;0}),this.focus(e,i)):this.focus(e,this.activeMenu.children(".ui-menu-item").first()))):void this.next(e)},_hasScroll:function(){return this.element.outerHeight()&lt;this.element.prop("scrollHeight")},select:function(e){this.active=this.active||t(e.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(e,!0),this._trigger("select",e,i)}})}(n)},{"./core":7,"./position":14,"./widget":17,jquery:18}],13:[function(t,e,i){var n=t("jquery");t("./widget"),function(t,e){var i=!1;t(document).mouseup(function(){i=!1}),t.widget("ui.mouse",{version:"1.10.4",options:{cancel:"input,textarea,button,select,option",distance:1,delay:0},_mouseInit:function(){var e=this;this.element.bind("mousedown."+this.widgetName,function(t){return e._mouseDown(t)}).bind("click."+this.widgetName,function(i){return!0===t.data(i.target,e.widgetName+".preventClickEvent")?(t.removeData(i.target,e.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName),this._mouseMoveDelegate&amp;&amp;t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(e){if(!i){this._mouseStarted&amp;&amp;this._mouseUp(e),this._mouseDownEvent=e;var n=this,r=1===e.which,s="string"==typeof this.options.cancel&amp;&amp;e.target.nodeName?t(e.target).closest(this.options.cancel).length:!1;return r&amp;&amp;!s&amp;&amp;this._mouseCapture(e)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){n.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(e)!==!1,!this._mouseStarted)?(e.preventDefault(),!0):(!0===t.data(e.target,this.widgetName+".preventClickEvent")&amp;&amp;t.removeData(e.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(t){return n._mouseMove(t)},this._mouseUpDelegate=function(t){return n._mouseUp(t)},t(document).bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),e.preventDefault(),i=!0,!0)):!0}},_mouseMove:function(e){return t.ui.ie&amp;&amp;(!document.documentMode||document.documentMode&lt;9)&amp;&amp;!e.button?this._mouseUp(e):this._mouseStarted?(this._mouseDrag(e),e.preventDefault()):(this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(this._mouseDownEvent,e)!==!1,this._mouseStarted?this._mouseDrag(e):this._mouseUp(e)),!this._mouseStarted)},_mouseUp:function(e){return t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&amp;&amp;(this._mouseStarted=!1,e.target===this._mouseDownEvent.target&amp;&amp;t.data(e.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(e)),!1},_mouseDistanceMet:function(t){return Math.max(Math.abs(this._mouseDownEvent.pageX-t.pageX),Math.abs(this._mouseDownEvent.pageY-t.pageY))&gt;=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}})}(n)},{"./widget":17,jquery:18}],14:[function(t,e,i){var n=t("jquery");!function(t,e){function i(t,e,i){return[parseFloat(t[0])*(d.test(t[0])?e/100:1),parseFloat(t[1])*(d.test(t[1])?i/100:1)]}function n(e,i){return parseInt(t.css(e,i),10)||0}function r(e){var i=e[0];return 9===i.nodeType?{width:e.width(),height:e.height(),offset:{top:0,left:0}}:t.isWindow(i)?{width:e.width(),height:e.height(),offset:{top:e.scrollTop(),left:e.scrollLeft()}}:i.preventDefault?{width:0,height:0,offset:{top:i.pageY,left:i.pageX}}:{width:e.outerWidth(),height:e.outerHeight(),offset:e.offset()}}t.ui=t.ui||{};var s,o=Math.max,a=Math.abs,l=Math.round,u=/left|center|right/,h=/top|center|bottom/,c=/[\+\-]\d+(\.[\d]+)?%?/,p=/^\w+/,d=/%$/,f=t.fn.position;t.position={scrollbarWidth:function(){if(s!==e)return s;var i,n,r=t("&lt;div style='display:block;position:absolute;width:50px;height:50px;overflow:hidden;'&gt;&lt;div style='height:100px;width:auto;'&gt;&lt;/div&gt;&lt;/div&gt;"),o=r.children()[0];return t("body").append(r),i=o.offsetWidth,r.css("overflow","scroll"),n=o.offsetWidth,i===n&amp;&amp;(n=r[0].clientWidth),r.remove(),s=i-n},getScrollInfo:function(e){var i=e.isWindow||e.isDocument?"":e.element.css("overflow-x"),n=e.isWindow||e.isDocument?"":e.element.css("overflow-y"),r="scroll"===i||"auto"===i&amp;&amp;e.width&lt;e.element[0].scrollWidth,s="scroll"===n||"auto"===n&amp;&amp;e.height&lt;e.element[0].scrollHeight;return{width:s?t.position.scrollbarWidth():0,height:r?t.position.scrollbarWidth():0}},getWithinInfo:function(e){var i=t(e||window),n=t.isWindow(i[0]),r=!!i[0]&amp;&amp;9===i[0].nodeType;return{element:i,isWindow:n,isDocument:r,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:n?i.width():i.outerWidth(),height:n?i.height():i.outerHeight()}}},t.fn.position=function(e){if(!e||!e.of)return f.apply(this,arguments);e=t.extend({},e);var s,d,g,m,_,v,y=t(e.of),b=t.position.getWithinInfo(e.within),w=t.position.getScrollInfo(b),x=(e.collision||"flip").split(" "),k={};return v=r(y),y[0].preventDefault&amp;&amp;(e.at="left top"),d=v.width,g=v.height,m=v.offset,_=t.extend({},m),t.each(["my","at"],function(){var t,i,n=(e[this]||"").split(" ");1===n.length&amp;&amp;(n=u.test(n[0])?n.concat(["center"]):h.test(n[0])?["center"].concat(n):["center","center"]),n[0]=u.test(n[0])?n[0]:"center",n[1]=h.test(n[1])?n[1]:"center",t=c.exec(n[0]),i=c.exec(n[1]),k[this]=[t?t[0]:0,i?i[0]:0],e[this]=[p.exec(n[0])[0],p.exec(n[1])[0]]}),1===x.length&amp;&amp;(x[1]=x[0]),"right"===e.at[0]?_.left+=d:"center"===e.at[0]&amp;&amp;(_.left+=d/2),"bottom"===e.at[1]?_.top+=g:"center"===e.at[1]&amp;&amp;(_.top+=g/2),s=i(k.at,d,g),_.left+=s[0],_.top+=s[1],this.each(function(){var r,u,h=t(this),c=h.outerWidth(),p=h.outerHeight(),f=n(this,"marginLeft"),v=n(this,"marginTop"),M=c+f+n(this,"marginRight")+w.width,C=p+v+n(this,"marginBottom")+w.height,D=t.extend({},_),T=i(k.my,h.outerWidth(),h.outerHeight());"right"===e.my[0]?D.left-=c:"center"===e.my[0]&amp;&amp;(D.left-=c/2),"bottom"===e.my[1]?D.top-=p:"center"===e.my[1]&amp;&amp;(D.top-=p/2),D.left+=T[0],D.top+=T[1],t.support.offsetFractions||(D.left=l(D.left),D.top=l(D.top)),r={marginLeft:f,marginTop:v},t.each(["left","top"],function(i,n){t.ui.position[x[i]]&amp;&amp;t.ui.position[x[i]][n](D,{targetWidth:d,targetHeight:g,elemWidth:c,elemHeight:p,collisionPosition:r,collisionWidth:M,collisionHeight:C,offset:[s[0]+T[0],s[1]+T[1]],my:e.my,at:e.at,within:b,elem:h})}),e.using&amp;&amp;(u=function(t){var i=m.left-D.left,n=i+d-c,r=m.top-D.top,s=r+g-p,l={target:{element:y,left:m.left,top:m.top,width:d,height:g},element:{element:h,left:D.left,top:D.top,width:c,height:p},horizontal:0&gt;n?"left":i&gt;0?"right":"center",vertical:0&gt;s?"top":r&gt;0?"bottom":"middle"};c&gt;d&amp;&amp;a(i+n)&lt;d&amp;&amp;(l.horizontal="center"),p&gt;g&amp;&amp;a(r+s)&lt;g&amp;&amp;(l.vertical="middle"),o(a(i),a(n))&gt;o(a(r),a(s))?l.important="horizontal":l.important="vertical",e.using.call(this,t,l)}),h.offset(t.extend(D,{using:u}))})},t.ui.position={fit:{left:function(t,e){var i,n=e.within,r=n.isWindow?n.scrollLeft:n.offset.left,s=n.width,a=t.left-e.collisionPosition.marginLeft,l=r-a,u=a+e.collisionWidth-s-r;e.collisionWidth&gt;s?l&gt;0&amp;&amp;0&gt;=u?(i=t.left+l+e.collisionWidth-s-r,t.left+=l-i):u&gt;0&amp;&amp;0&gt;=l?t.left=r:l&gt;u?t.left=r+s-e.collisionWidth:t.left=r:l&gt;0?t.left+=l:u&gt;0?t.left-=u:t.left=o(t.left-a,t.left)},top:function(t,e){var i,n=e.within,r=n.isWindow?n.scrollTop:n.offset.top,s=e.within.height,a=t.top-e.collisionPosition.marginTop,l=r-a,u=a+e.collisionHeight-s-r;e.collisionHeight&gt;s?l&gt;0&amp;&amp;0&gt;=u?(i=t.top+l+e.collisionHeight-s-r,t.top+=l-i):u&gt;0&amp;&amp;0&gt;=l?t.top=r:l&gt;u?t.top=r+s-e.collisionHeight:t.top=r:l&gt;0?t.top+=l:u&gt;0?t.top-=u:t.top=o(t.top-a,t.top)}},flip:{left:function(t,e){var i,n,r=e.within,s=r.offset.left+r.scrollLeft,o=r.width,l=r.isWindow?r.scrollLeft:r.offset.left,u=t.left-e.collisionPosition.marginLeft,h=u-l,c=u+e.collisionWidth-o-l,p="left"===e.my[0]?-e.elemWidth:"right"===e.my[0]?e.elemWidth:0,d="left"===e.at[0]?e.targetWidth:"right"===e.at[0]?-e.targetWidth:0,f=-2*e.offset[0];0&gt;h?(i=t.left+p+d+f+e.collisionWidth-o-s,(0&gt;i||i&lt;a(h))&amp;&amp;(t.left+=p+d+f)):c&gt;0&amp;&amp;(n=t.left-e.collisionPosition.marginLeft+p+d+f-l,(n&gt;0||a(n)&lt;c)&amp;&amp;(t.left+=p+d+f))},top:function(t,e){var i,n,r=e.within,s=r.offset.top+r.scrollTop,o=r.height,l=r.isWindow?r.scrollTop:r.offset.top,u=t.top-e.collisionPosition.marginTop,h=u-l,c=u+e.collisionHeight-o-l,p="top"===e.my[1],d=p?-e.elemHeight:"bottom"===e.my[1]?e.elemHeight:0,f="top"===e.at[1]?e.targetHeight:"bottom"===e.at[1]?-e.targetHeight:0,g=-2*e.offset[1];0&gt;h?(n=t.top+d+f+g+e.collisionHeight-o-s,t.top+d+f+g&gt;h&amp;&amp;(0&gt;n||n&lt;a(h))&amp;&amp;(t.top+=d+f+g)):c&gt;0&amp;&amp;(i=t.top-e.collisionPosition.marginTop+d+f+g-l,t.top+d+f+g&gt;c&amp;&amp;(i&gt;0||a(i)&lt;c)&amp;&amp;(t.top+=d+f+g))}},flipfit:{left:function(){t.ui.position.flip.left.apply(this,arguments),t.ui.position.fit.left.apply(this,arguments)},top:function(){t.ui.position.flip.top.apply(this,arguments),t.ui.position.fit.top.apply(this,arguments)}}},function(){var e,i,n,r,s,o=document.getElementsByTagName("body")[0],a=document.createElement("div");e=document.createElement(o?"div":"body"),n={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},o&amp;&amp;t.extend(n,{position:"absolute",left:"-1000px",top:"-1000px"});for(s in n)e.style[s]=n[s];e.appendChild(a),i=o||document.documentElement,i.insertBefore(e,i.firstChild),a.style.cssText="position: absolute; left: 10.7432222px;",r=t(a).offset().left,t.support.offsetFractions=r&gt;10&amp;&amp;11&gt;r,e.innerHTML="",i.removeChild(e)}()}(n)},{jquery:18}],15:[function(t,e,i){var n=t("jquery");t("./core"),t("./mouse"),t("./widget"),function(t,e){function i(t,e,i){return t&gt;e&amp;&amp;e+i&gt;t}function n(t){return/left|right/.test(t.css("float"))||/inline|table-cell/.test(t.css("display"))}t.widget("ui.sortable",t.ui.mouse,{version:"1.10.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"&gt; *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_create:function(){var t=this.options;this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.floating=this.items.length?"x"===t.axis||n(this.items[0].item):!1,this.offset=this.element.offset(),this._mouseInit(),this.ready=!0},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled"),this._mouseDestroy();for(var t=this.items.length-1;t&gt;=0;t--)this.items[t].item.removeData(this.widgetName+"-item");return this},_setOption:function(e,i){"disabled"===e?(this.options[e]=i,this.widget().toggleClass("ui-sortable-disabled",!!i)):t.Widget.prototype._setOption.apply(this,arguments)},_mouseCapture:function(e,i){var n=null,r=!1,s=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(e),t(e.target).parents().each(function(){return t.data(this,s.widgetName+"-item")===s?(n=t(this),!1):void 0}),t.data(e.target,s.widgetName+"-item")===s&amp;&amp;(n=t(e.target)),n&amp;&amp;(!this.options.handle||i||(t(this.options.handle,n).find("*").addBack().each(function(){this===e.target&amp;&amp;(r=!0)}),r))?(this.currentItem=n,this._removeCurrentsFromItems(),!0):!1)},_mouseStart:function(e,i,n){var r,s,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(e),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,o.cursorAt&amp;&amp;this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&amp;&amp;this.currentItem.hide(),this._createPlaceholder(),o.containment&amp;&amp;this._setContainment(),o.cursor&amp;&amp;"auto"!==o.cursor&amp;&amp;(s=this.document.find("body"),this.storedCursor=s.css("cursor"),s.css("cursor",o.cursor),this.storedStylesheet=t("&lt;style&gt;*{ cursor: "+o.cursor+" !important; }&lt;/style&gt;").appendTo(s)),o.opacity&amp;&amp;(this.helper.css("opacity")&amp;&amp;(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&amp;&amp;(this.helper.css("zIndex")&amp;&amp;(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName&amp;&amp;(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",e,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!n)for(r=this.containers.length-1;r&gt;=0;r--)this.containers[r]._trigger("activate",e,this._uiHash(this));return t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(e),!0},_mouseDrag:function(e){var i,n,r,s,o=this.options,a=!1;for(this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&amp;&amp;(this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-e.pageY&lt;o.scrollSensitivity?this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop+o.scrollSpeed:e.pageY-this.overflowOffset.top&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-e.pageX&lt;o.scrollSensitivity?this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft+o.scrollSpeed:e.pageX-this.overflowOffset.left&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(e.pageY-t(document).scrollTop()&lt;o.scrollSensitivity?a=t(document).scrollTop(t(document).scrollTop()-o.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollTop(t(document).scrollTop()+o.scrollSpeed)),e.pageX-t(document).scrollLeft()&lt;o.scrollSensitivity?a=t(document).scrollLeft(t(document).scrollLeft()-o.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollLeft(t(document).scrollLeft()+o.scrollSpeed))),a!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i&gt;=0;i--)if(n=this.items[i],r=n.item[0],s=this._intersectsWithPointer(n),s&amp;&amp;n.instance===this.currentContainer&amp;&amp;r!==this.currentItem[0]&amp;&amp;this.placeholder[1===s?"next":"prev"]()[0]!==r&amp;&amp;!t.contains(this.placeholder[0],r)&amp;&amp;("semi-dynamic"===this.options.type?!t.contains(this.element[0],r):!0)){if(this.direction=1===s?"down":"up","pointer"!==this.options.tolerance&amp;&amp;!this._intersectsWithSides(n))break;this._rearrange(e,n),this._trigger("change",e,this._uiHash());break}return this._contactContainers(e),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),this._trigger("sort",e,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(e,i){if(e){if(t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;t.ui.ddmanager.drop(this,e),this.options.revert){var n=this,r=this.placeholder.offset(),s=this.options.axis,o={};s&amp;&amp;"x"!==s||(o.left=r.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollLeft)),s&amp;&amp;"y"!==s||(o.top=r.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,t(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){n._clear(e)})}else this._clear(e,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var e=this.containers.length-1;e&gt;=0;e--)this.containers[e]._trigger("deactivate",null,this._uiHash(this)),this.containers[e].containerCache.over&amp;&amp;(this.containers[e]._trigger("out",null,this._uiHash(this)),this.containers[e].containerCache.over=0)}return this.placeholder&amp;&amp;(this.placeholder[0].parentNode&amp;&amp;this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&amp;&amp;this.helper&amp;&amp;this.helper[0].parentNode&amp;&amp;this.helper.remove(),t.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?t(this.domPosition.prev).after(this.currentItem):t(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},t(i).each(function(){var i=(t(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);i&amp;&amp;n.push((e.key||i[1]+"[]")+"="+(e.key&amp;&amp;e.expression?i[1]:i[2]))}),!n.length&amp;&amp;e.key&amp;&amp;n.push(e.key+"="),n.join("&amp;")},toArray:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},i.each(function(){n.push(t(e.item||this).attr(e.attribute||"id")||"")}),n},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,n=this.positionAbs.top,r=n+this.helperProportions.height,s=t.left,o=s+t.width,a=t.top,l=a+t.height,u=this.offset.click.top,h=this.offset.click.left,c="x"===this.options.axis||n+u&gt;a&amp;&amp;l&gt;n+u,p="y"===this.options.axis||e+h&gt;s&amp;&amp;o&gt;e+h,d=c&amp;&amp;p;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&amp;&amp;this.helperProportions[this.floating?"width":"height"]&gt;t[this.floating?"width":"height"]?d:s&lt;e+this.helperProportions.width/2&amp;&amp;i-this.helperProportions.width/2&lt;o&amp;&amp;a&lt;n+this.helperProportions.height/2&amp;&amp;r-this.helperProportions.height/2&lt;l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||i(this.positionAbs.top+this.offset.click.top,t.top,t.height),n="y"===this.options.axis||i(this.positionAbs.left+this.offset.click.left,t.left,t.width),r=e&amp;&amp;n,s=this._getDragVerticalDirection(),o=this._getDragHorizontalDirection();return r?this.floating?o&amp;&amp;"right"===o||"down"===s?2:1:s&amp;&amp;("down"===s?2:1):!1},_intersectsWithSides:function(t){var e=i(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),n=i(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),r=this._getDragVerticalDirection(),s=this._getDragHorizontalDirection();return this.floating&amp;&amp;s?"right"===s&amp;&amp;n||"left"===s&amp;&amp;!n:r&amp;&amp;("down"===r&amp;&amp;e||"up"===r&amp;&amp;!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!==t&amp;&amp;(t&gt;0?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!==t&amp;&amp;(t&gt;0?"right":"left")},refresh:function(t){return this._refreshItems(t),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(e){function i(){a.push(this)}var n,r,s,o,a=[],l=[],u=this._connectWith();if(u&amp;&amp;e)for(n=u.length-1;n&gt;=0;n--)for(s=t(u[n]),r=s.length-1;r&gt;=0;r--)o=t.data(s[r],this.widgetFullName),o&amp;&amp;o!==this&amp;&amp;!o.options.disabled&amp;&amp;l.push([t.isFunction(o.options.items)?o.options.items.call(o.element):t(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(l.push([t.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):t(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),n=l.length-1;n&gt;=0;n--)l[n][0].each(i);return t(a)},_removeCurrentsFromItems:function(){var e=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=t.grep(this.items,function(t){for(var i=0;i&lt;e.length;i++)if(e[i]===t.item[0])return!1;return!0})},_refreshItems:function(e){this.items=[],this.containers=[this];var i,n,r,s,o,a,l,u,h=this.items,c=[[t.isFunction(this.options.items)?this.options.items.call(this.element[0],e,{item:this.currentItem}):t(this.options.items,this.element),this]],p=this._connectWith();if(p&amp;&amp;this.ready)for(i=p.length-1;i&gt;=0;i--)for(r=t(p[i]),n=r.length-1;n&gt;=0;n--)s=t.data(r[n],this.widgetFullName),s&amp;&amp;s!==this&amp;&amp;!s.options.disabled&amp;&amp;(c.push([t.isFunction(s.options.items)?s.options.items.call(s.element[0],e,{item:this.currentItem}):t(s.options.items,s.element),s]),this.containers.push(s));for(i=c.length-1;i&gt;=0;i--)for(o=c[i][1],a=c[i][0],n=0,u=a.length;u&gt;n;n++)l=t(a[n]),l.data(this.widgetName+"-item",o),h.push({item:l,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(e){this.offsetParent&amp;&amp;this.helper&amp;&amp;(this.offset.parent=this._getParentOffset());var i,n,r,s;for(i=this.items.length-1;i&gt;=0;i--)n=this.items[i],n.instance!==this.currentContainer&amp;&amp;this.currentContainer&amp;&amp;n.item[0]!==this.currentItem[0]||(r=this.options.toleranceElement?t(this.options.toleranceElement,n.item):n.item,e||(n.width=r.outerWidth(),n.height=r.outerHeight()),s=r.offset(),n.left=s.left,n.top=s.top);if(this.options.custom&amp;&amp;this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i&gt;=0;i--)s=this.containers[i].element.offset(),this.containers[i].containerCache.left=s.left,this.containers[i].containerCache.top=s.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(e){e=e||this;var i,n=e.options;n.placeholder&amp;&amp;n.placeholder.constructor!==String||(i=n.placeholder,n.placeholder={element:function(){var n=e.currentItem[0].nodeName.toLowerCase(),r=t("&lt;"+n+"&gt;",e.document[0]).addClass(i||e.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tr"===n?e.currentItem.children().each(function(){t("&lt;td&gt;&amp;#160;&lt;/td&gt;",e.document[0]).attr("colspan",t(this).attr("colspan")||1).appendTo(r)}):"img"===n&amp;&amp;r.attr("src",e.currentItem.attr("src")),i||r.css("visibility","hidden"),r},update:function(t,r){(!i||n.forcePlaceholderSize)&amp;&amp;(r.height()||r.height(e.currentItem.innerHeight()-parseInt(e.currentItem.css("paddingTop")||0,10)-parseInt(e.currentItem.css("paddingBottom")||0,10)),r.width()||r.width(e.currentItem.innerWidth()-parseInt(e.currentItem.css("paddingLeft")||0,10)-parseInt(e.currentItem.css("paddingRight")||0,10)));
}}),e.placeholder=t(n.placeholder.element.call(e.element,e.currentItem)),e.currentItem.after(e.placeholder),n.placeholder.update(e,e.placeholder)},_contactContainers:function(e){var r,s,o,a,l,u,h,c,p,d,f=null,g=null;for(r=this.containers.length-1;r&gt;=0;r--)if(!t.contains(this.currentItem[0],this.containers[r].element[0]))if(this._intersectsWith(this.containers[r].containerCache)){if(f&amp;&amp;t.contains(this.containers[r].element[0],f.element[0]))continue;f=this.containers[r],g=r}else this.containers[r].containerCache.over&amp;&amp;(this.containers[r]._trigger("out",e,this._uiHash(this)),this.containers[r].containerCache.over=0);if(f)if(1===this.containers.length)this.containers[g].containerCache.over||(this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1);else{for(o=1e4,a=null,d=f.floating||n(this.currentItem),l=d?"left":"top",u=d?"width":"height",h=this.positionAbs[l]+this.offset.click[l],s=this.items.length-1;s&gt;=0;s--)t.contains(this.containers[g].element[0],this.items[s].item[0])&amp;&amp;this.items[s].item[0]!==this.currentItem[0]&amp;&amp;(!d||i(this.positionAbs.top+this.offset.click.top,this.items[s].top,this.items[s].height))&amp;&amp;(c=this.items[s].item.offset()[l],p=!1,Math.abs(c-h)&gt;Math.abs(c+this.items[s][u]-h)&amp;&amp;(p=!0,c+=this.items[s][u]),Math.abs(c-h)&lt;o&amp;&amp;(o=Math.abs(c-h),a=this.items[s],this.direction=p?"up":"down"));if(!a&amp;&amp;!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[g])return;a?this._rearrange(e,a,null,!0):this._rearrange(e,null,this.containers[g].element,!0),this._trigger("change",e,this._uiHash()),this.containers[g]._trigger("change",e,this._uiHash(this)),this.currentContainer=this.containers[g],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1}},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return n.parents("body").length||t("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(n[0]),n[0]===this.currentItem[0]&amp;&amp;(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!n[0].style.width||i.forceHelperSize)&amp;&amp;n.width(this.currentItem.width()),(!n[0].style.height||i.forceHelperSize)&amp;&amp;n.height(this.currentItem.height()),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;"parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),("document"===r.containment||"window"===r.containment)&amp;&amp;(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,t("document"===r.containment?document:window).width()-this.helperProportions.width-this.margins.left,(t("document"===r.containment?document:window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(r.containment)||(e=t(r.containment)[0],i=t(r.containment).offset(),n="hidden"!==t(e).css("overflow"),this.containment=[i.left+(parseInt(t(e).css("borderLeftWidth"),10)||0)+(parseInt(t(e).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(t(e).css("borderTopWidth"),10)||0)+(parseInt(t(e).css("paddingTop"),10)||0)-this.margins.top,i.left+(n?Math.max(e.scrollWidth,e.offsetWidth):e.offsetWidth)-(parseInt(t(e).css("borderLeftWidth"),10)||0)-(parseInt(t(e).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(n?Math.max(e.scrollHeight,e.offsetHeight):e.offsetHeight)-(parseInt(t(e).css("borderTopWidth"),10)||0)-(parseInt(t(e).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,s=/(html|body)/i.test(r[0].tagName);return{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():s?0:r.scrollTop())*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():s?0:r.scrollLeft())*n}},_generatePosition:function(e){var i,n,r=this.options,s=e.pageX,o=e.pageY,a="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,l=/(html|body)/i.test(a[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&amp;&amp;(this.containment&amp;&amp;(e.pageX-this.offset.click.left&lt;this.containment[0]&amp;&amp;(s=this.containment[0]+this.offset.click.left),e.pageY-this.offset.click.top&lt;this.containment[1]&amp;&amp;(o=this.containment[1]+this.offset.click.top),e.pageX-this.offset.click.left&gt;this.containment[2]&amp;&amp;(s=this.containment[2]+this.offset.click.left),e.pageY-this.offset.click.top&gt;this.containment[3]&amp;&amp;(o=this.containment[3]+this.offset.click.top)),r.grid&amp;&amp;(i=this.originalPageY+Math.round((o-this.originalPageY)/r.grid[1])*r.grid[1],o=this.containment?i-this.offset.click.top&gt;=this.containment[1]&amp;&amp;i-this.offset.click.top&lt;=this.containment[3]?i:i-this.offset.click.top&gt;=this.containment[1]?i-r.grid[1]:i+r.grid[1]:i,n=this.originalPageX+Math.round((s-this.originalPageX)/r.grid[0])*r.grid[0],s=this.containment?n-this.offset.click.left&gt;=this.containment[0]&amp;&amp;n-this.offset.click.left&lt;=this.containment[2]?n:n-this.offset.click.left&gt;=this.containment[0]?n-r.grid[0]:n+r.grid[0]:n)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():l?0:a.scrollTop()),left:s-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():l?0:a.scrollLeft())}},_rearrange:function(t,e,i,n){i?i[0].appendChild(this.placeholder[0]):e.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?e.item[0]:e.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var r=this.counter;this._delay(function(){r===this.counter&amp;&amp;this.refreshPositions(!n)})},_clear:function(t,e){function i(t,e,i){return function(n){i._trigger(t,n,e._uiHash(e))}}this.reverting=!1;var n,r=[];if(!this._noFinalSort&amp;&amp;this.currentItem.parent().length&amp;&amp;this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(n in this._storedCSS)("auto"===this._storedCSS[n]||"static"===this._storedCSS[n])&amp;&amp;(this._storedCSS[n]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&amp;&amp;!e&amp;&amp;r.push(function(t){this._trigger("receive",t,this._uiHash(this.fromOutside))}),!this.fromOutside&amp;&amp;this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&amp;&amp;this.domPosition.parent===this.currentItem.parent()[0]||e||r.push(function(t){this._trigger("update",t,this._uiHash())}),this!==this.currentContainer&amp;&amp;(e||(r.push(function(t){this._trigger("remove",t,this._uiHash())}),r.push(function(t){return function(e){t._trigger("receive",e,this._uiHash(this))}}.call(this,this.currentContainer)),r.push(function(t){return function(e){t._trigger("update",e,this._uiHash(this))}}.call(this,this.currentContainer)))),n=this.containers.length-1;n&gt;=0;n--)e||r.push(i("deactivate",this,this.containers[n])),this.containers[n].containerCache.over&amp;&amp;(r.push(i("out",this,this.containers[n])),this.containers[n].containerCache.over=0);if(this.storedCursor&amp;&amp;(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&amp;&amp;this.helper.css("opacity",this._storedOpacity),this._storedZIndex&amp;&amp;this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,this.cancelHelperRemoval){if(!e){for(this._trigger("beforeStop",t,this._uiHash()),n=0;n&lt;r.length;n++)r[n].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!1}if(e||this._trigger("beforeStop",t,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.helper[0]!==this.currentItem[0]&amp;&amp;this.helper.remove(),this.helper=null,!e){for(n=0;n&lt;r.length;n++)r[n].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!0},_trigger:function(){t.Widget.prototype._trigger.apply(this,arguments)===!1&amp;&amp;this.cancel()},_uiHash:function(e){var i=e||this;return{helper:i.helper,placeholder:i.placeholder||t([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:e?e.element:null}}})}(n)},{"./core":7,"./mouse":13,"./widget":17,jquery:18}],16:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),t("./button"),function(t){function e(t){return function(){var e=this.element.val();t.apply(this,arguments),this._refresh(),e!==this.element.val()&amp;&amp;this._trigger("change")}}t.widget("ui.spinner",{version:"1.10.4",defaultElement:"&lt;input&gt;",widgetEventPrefix:"spin",options:{culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&amp;&amp;this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var e={},i=this.element;return t.each(["min","max","step"],function(t,n){var r=i.attr(n);void 0!==r&amp;&amp;r.length&amp;&amp;(e[n]=r)}),e},_events:{keydown:function(t){this._start(t)&amp;&amp;this._keydown(t)&amp;&amp;t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(this._stop(),this._refresh(),void(this.previous!==this.element.val()&amp;&amp;this._trigger("change",t)))},mousewheel:function(t,e){if(e){if(!this.spinning&amp;&amp;!this._start(t))return!1;this._spin((e&gt;0?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&amp;&amp;this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(e){function i(){var t=this.element[0]===this.document[0].activeElement;t||(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n}))}var n;n=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),e.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(e)!==!1&amp;&amp;this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(e){return t(e.currentTarget).hasClass("ui-state-active")?this._start(e)===!1?!1:void this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var t=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=t.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()&gt;Math.ceil(.5*t.height())&amp;&amp;t.height()&gt;0&amp;&amp;t.height(t.height()),this.options.disabled&amp;&amp;this.disable()},_keydown:function(e){var i=this.options,n=t.ui.keyCode;switch(e.keyCode){case n.UP:return this._repeat(null,1,e),!0;case n.DOWN:return this._repeat(null,-1,e),!0;case n.PAGE_UP:return this._repeat(null,i.page,e),!0;case n.PAGE_DOWN:return this._repeat(null,-i.page,e),!0}return!1},_uiSpinnerHtml:function(){return"&lt;span class='ui-spinner ui-widget ui-widget-content ui-corner-all'&gt;&lt;/span&gt;"},_buttonHtml:function(){return"&lt;a class='ui-spinner-button ui-spinner-up ui-corner-tr'&gt;&lt;span class='ui-icon 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null!==this.options.min&amp;&amp;(t=Math.max(t,this._precisionOf(this.options.min))),t},_precisionOf:function(t){var e=t.toString(),i=e.indexOf(".");return-1===i?0:e.length-i-1},_adjustValue:function(t){var e,i,n=this.options;return e=null!==n.min?n.min:0,i=t-e,i=Math.round(i/n.step)*n.step,t=e+i,t=parseFloat(t.toFixed(this._precision())),null!==n.max&amp;&amp;t&gt;n.max?n.max:null!==n.min&amp;&amp;t&lt;n.min?n.min:t},_stop:function(t){this.spinning&amp;&amp;(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){if("culture"===t||"numberFormat"===t){var i=this._parse(this.element.val());return this.options[t]=e,void this.element.val(this._format(i))}("max"===t||"min"===t||"step"===t)&amp;&amp;"string"==typeof e&amp;&amp;(e=this._parse(e)),"icons"===t&amp;&amp;(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(e.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(e.down)),this._super(t,e),"disabled"===t&amp;&amp;(e?(this.element.prop("disabled",!0),this.buttons.button("disable")):(this.element.prop("disabled",!1),this.buttons.button("enable")))},_setOptions:e(function(t){this._super(t),this._value(this.element.val())}),_parse:function(t){return"string"==typeof t&amp;&amp;""!==t&amp;&amp;(t=window.Globalize&amp;&amp;this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t),""===t||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&amp;&amp;this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},_value:function(t,e){var i;""!==t&amp;&amp;(i=this._parse(t),null!==i&amp;&amp;(e||(i=this._adjustValue(i)),t=this._format(i))),this.element.val(t),this._refresh()},_destroy:function(){this.element.removeClass("ui-spinner-input").prop("disabled",!1).removeAttr("autocomplete").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:e(function(t){this._stepUp(t)}),_stepUp:function(t){this._start()&amp;&amp;(this._spin((t||1)*this.options.step),this._stop())},stepDown:e(function(t){this._stepDown(t)}),_stepDown:function(t){this._start()&amp;&amp;(this._spin((t||1)*-this.options.step),this._stop())},pageUp:e(function(t){this._stepUp((t||1)*this.options.page)}),pageDown:e(function(t){this._stepDown((t||1)*this.options.page)}),value:function(t){return arguments.length?void e(this._value).call(this,t):this._parse(this.element.val())},widget:function(){return this.uiSpinner}})}(n)},{"./button":6,"./core":7,"./widget":17,jquery:18}],17:[function(t,e,i){var n=t("jquery");!function(t,e){var i=0,n=Array.prototype.slice,r=t.cleanData;t.cleanData=function(e){for(var i,n=0;null!=(i=e[n]);n++)try{t(i).triggerHandler("remove")}catch(s){}r(e)},t.widget=function(e,i,n){var r,s,o,a,l={},u=e.split(".")[0];e=e.split(".")[1],r=u+"-"+e,n||(n=i,i=t.Widget),t.expr[":"][r.toLowerCase()]=function(e){return!!t.data(e,r)},t[u]=t[u]||{},s=t[u][e],o=t[u][e]=function(t,e){return this._createWidget?void(arguments.length&amp;&amp;this._createWidget(t,e)):new o(t,e)},t.extend(o,s,{version:n.version,_proto:t.extend({},n),_childConstructors:[]}),a=new i,a.options=t.widget.extend({},a.options),t.each(n,function(e,n){return t.isFunction(n)?void(l[e]=function(){var t=function(){return i.prototype[e].apply(this,arguments)},r=function(t){return i.prototype[e].apply(this,t)};return function(){var e,i=this._super,s=this._superApply;return 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r?t.isFunction(r[o])&amp;&amp;"_"!==o.charAt(0)?(n=r[o].apply(r,l),n!==r&amp;&amp;n!==e?(u=n&amp;&amp;n.jquery?u.pushStack(n.get()):n,!1):void 0):t.error("no such method '"+o+"' for "+i+" widget instance"):t.error("cannot call methods on "+i+" prior to initialization; attempted to call method '"+o+"'")}):this.each(function(){var e=t.data(this,s);e?e.option(o||{})._init():t.data(this,s,new r(o,this))}),u}},t.Widget=function(){},t.Widget._childConstructors=[],t.Widget.prototype={widgetName:"widget",widgetEventPrefix:"",defaultElement:"&lt;div&gt;",options:{disabled:!1,create:null},_createWidget:function(e,n){n=t(n||this.defaultElement||this)[0],this.element=t(n),this.uuid=i++,this.eventNamespace="."+this.widgetName+this.uuid,this.options=t.widget.extend({},this.options,this._getCreateOptions(),e),this.bindings=t(),this.hoverable=t(),this.focusable=t(),n!==this&amp;&amp;(t.data(n,this.widgetFullName,this),this._on(!0,this.element,{remove:function(t){t.target===n&amp;&amp;this.destroy()}}),this.document=t(n.style?n.ownerDocument:n.document||n),this.window=t(this.document[0].defaultView||this.document[0].parentWindow)),this._create(),this._trigger("create",null,this._getCreateEventData()),this._init()},_getCreateOptions:t.noop,_getCreateEventData:t.noop,_create:t.noop,_init:t.noop,destroy:function(){this._destroy(),this.element.unbind(this.eventNamespace).removeData(this.widgetName).removeData(this.widgetFullName).removeData(t.camelCase(this.widgetFullName)),this.widget().unbind(this.eventNamespace).removeAttr("aria-disabled").removeClass(this.widgetFullName+"-disabled 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66"},i.WGS7={a:6378135,rf:298.26,ellipseName:"WGS 72"},i.WGS84={a:6378137,rf:298.257223563,ellipseName:"WGS 84"},i.sphere={a:6370997,b:6370997,ellipseName:"Normal Sphere (r=6370997)"}},{}],46:[function(t,e,i){i.greenwich=0,i.lisbon=-9.131906111111,i.paris=2.337229166667,i.bogota=-74.080916666667,i.madrid=-3.687938888889,i.rome=12.452333333333,i.bern=7.439583333333,i.jakarta=106.807719444444,i.ferro=-17.666666666667,i.brussels=4.367975,i.stockholm=18.058277777778,i.athens=23.7163375,i.oslo=10.722916666667},{}],47:[function(t,e,i){i.ft={to_meter:.3048},i["us-ft"]={to_meter:1200/3937}},{}],48:[function(t,e,i){function n(t,e,i){var n;return Array.isArray(i)?(n=a(t,e,i),3===i.length?[n.x,n.y,n.z]:[n.x,n.y]):a(t,e,i)}function r(t){return t instanceof o?t:t.oProj?t.oProj:o(t)}function s(t,e,i){t=r(t);var s,o=!1;return"undefined"==typeof e?(e=t,t=l,o=!0):("undefined"!=typeof e.x||Array.isArray(e))&amp;&amp;(i=e,e=t,t=l,o=!0),e=r(e),i?n(t,e,i):(s={forward:function(i){return n(t,e,i)},inverse:function(i){return n(e,t,i)}},o&amp;&amp;(s.oProj=e),s)}var o=t("./Proj"),a=t("./transform"),l=o("WGS84");e.exports=s},{"./Proj":21,"./transform":85}],49:[function(t,e,i){var n=Math.PI/2,r=1,s=2,o=3,a=4,l=5,u=484813681109536e-20,h=1.0026,c=.3826834323650898,p=function(t){if(!(this instanceof p))return new p(t);if(this.datum_type=a,t){if(t.datumCode&amp;&amp;"none"===t.datumCode&amp;&amp;(this.datum_type=l),t.datum_params){for(var e=0;e&lt;t.datum_params.length;e++)t.datum_params[e]=parseFloat(t.datum_params[e]);(0!==t.datum_params[0]||0!==t.datum_params[1]||0!==t.datum_params[2])&amp;&amp;(this.datum_type=r),t.datum_params.length&gt;3&amp;&amp;(0!==t.datum_params[3]||0!==t.datum_params[4]||0!==t.datum_params[5]||0!==t.datum_params[6])&amp;&amp;(this.datum_type=s,t.datum_params[3]*=u,t.datum_params[4]*=u,t.datum_params[5]*=u,t.datum_params[6]=t.datum_params[6]/1e6+1)}this.datum_type=t.grids?o:this.datum_type,this.a=t.a,this.b=t.b,this.es=t.es,this.ep2=t.ep2,this.datum_params=t.datum_params,this.datum_type===o&amp;&amp;(this.grids=t.grids)}};p.prototype={compare_datums:function(t){return this.datum_type!==t.datum_type?!1:this.a!==t.a||Math.abs(this.es-t.es)&gt;5e-11?!1:this.datum_type===r?this.datum_params[0]===t.datum_params[0]&amp;&amp;this.datum_params[1]===t.datum_params[1]&amp;&amp;this.datum_params[2]===t.datum_params[2]:this.datum_type===s?this.datum_params[0]===t.datum_params[0]&amp;&amp;this.datum_params[1]===t.datum_params[1]&amp;&amp;this.datum_params[2]===t.datum_params[2]&amp;&amp;this.datum_params[3]===t.datum_params[3]&amp;&amp;this.datum_params[4]===t.datum_params[4]&amp;&amp;this.datum_params[5]===t.datum_params[5]&amp;&amp;this.datum_params[6]===t.datum_params[6]:this.datum_type===o||t.datum_type===o?this.nadgrids===t.nadgrids:!0},geodetic_to_geocentric:function(t){var e,i,r,s,o,a,l,u=t.x,h=t.y,c=t.z?t.z:0,p=0;if(-n&gt;h&amp;&amp;h&gt;-1.001*n)h=-n;else if(h&gt;n&amp;&amp;1.001*n&gt;h)h=n;else if(-n&gt;h||h&gt;n)return null;return u&gt;Math.PI&amp;&amp;(u-=2*Math.PI),o=Math.sin(h),l=Math.cos(h),a=o*o,s=this.a/Math.sqrt(1-this.es*a),e=(s+c)*l*Math.cos(u),i=(s+c)*l*Math.sin(u),r=(s*(1-this.es)+c)*o,t.x=e,t.y=i,t.z=r,p},geocentric_to_geodetic:function(t){var e,i,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y=1e-12,b=y*y,w=30,x=t.x,k=t.y,M=t.z?t.z:0;if(f=!1,e=Math.sqrt(x*x+k*k),i=Math.sqrt(x*x+k*k+M*M),e/this.a&lt;y){if(f=!0,m=0,i/this.a&lt;y)return _=n,void(v=-this.b)}else m=Math.atan2(k,x);r=M/i,s=e/i,o=1/Math.sqrt(1-this.es*(2-this.es)*s*s),u=s*(1-this.es)*o,h=r*o,g=0;do g++,l=this.a/Math.sqrt(1-this.es*h*h),v=e*u+M*h-l*(1-this.es*h*h),a=this.es*l/(l+v),o=1/Math.sqrt(1-a*(2-a)*s*s),c=s*(1-a)*o,p=r*o,d=p*u-c*h,u=c,h=p;while(d*d&gt;b&amp;&amp;w&gt;g);return _=Math.atan(p/Math.abs(c)),t.x=m,t.y=_,t.z=v,t},geocentric_to_geodetic_noniter:function(t){var e,i,r,s,o,a,l,u,p,d,f,g,m,_,v,y,b,w=t.x,x=t.y,k=t.z?t.z:0;if(w=parseFloat(w),x=parseFloat(x),k=parseFloat(k),b=!1,0!==w)e=Math.atan2(x,w);else if(x&gt;0)e=n;else if(0&gt;x)e=-n;else if(b=!0,
e=0,k&gt;0)i=n;else{if(!(0&gt;k))return i=n,void(r=-this.b);i=-n}return o=w*w+x*x,s=Math.sqrt(o),a=k*h,u=Math.sqrt(a*a+o),d=a/u,g=s/u,f=d*d*d,l=k+this.b*this.ep2*f,y=s-this.a*this.es*g*g*g,p=Math.sqrt(l*l+y*y),m=l/p,_=y/p,v=this.a/Math.sqrt(1-this.es*m*m),r=_&gt;=c?s/_-v:-c&gt;=_?s/-_-v:k/m+v*(this.es-1),b===!1&amp;&amp;(i=Math.atan(m/_)),t.x=e,t.y=i,t.z=r,t},geocentric_to_wgs84:function(t){if(this.datum_type===r)t.x+=this.datum_params[0],t.y+=this.datum_params[1],t.z+=this.datum_params[2];else if(this.datum_type===s){var e=this.datum_params[0],i=this.datum_params[1],n=this.datum_params[2],o=this.datum_params[3],a=this.datum_params[4],l=this.datum_params[5],u=this.datum_params[6],h=u*(t.x-l*t.y+a*t.z)+e,c=u*(l*t.x+t.y-o*t.z)+i,p=u*(-a*t.x+o*t.y+t.z)+n;t.x=h,t.y=c,t.z=p}},geocentric_from_wgs84:function(t){if(this.datum_type===r)t.x-=this.datum_params[0],t.y-=this.datum_params[1],t.z-=this.datum_params[2];else if(this.datum_type===s){var e=this.datum_params[0],i=this.datum_params[1],n=this.datum_params[2],o=this.datum_params[3],a=this.datum_params[4],l=this.datum_params[5],u=this.datum_params[6],h=(t.x-e)/u,c=(t.y-i)/u,p=(t.z-n)/u;t.x=h+l*c-a*p,t.y=-l*h+c+o*p,t.z=a*h-o*c+p}}},e.exports=p},{}],50:[function(t,e,i){var n=1,r=2,s=3,o=5,a=6378137,l=.006694379990141316;e.exports=function(t,e,i){function u(t){return t===n||t===r}var h,c,p;if(t.compare_datums(e))return i;if(t.datum_type===o||e.datum_type===o)return i;var d=t.a,f=t.es,g=e.a,m=e.es,_=t.datum_type;if(_===s)if(0===this.apply_gridshift(t,0,i))t.a=a,t.es=l;else{if(!t.datum_params)return t.a=d,t.es=t.es,i;for(h=1,c=0,p=t.datum_params.length;p&gt;c;c++)h*=t.datum_params[c];if(0===h)return t.a=d,t.es=t.es,i;_=t.datum_params.length&gt;3?r:n}return e.datum_type===s&amp;&amp;(e.a=a,e.es=l),(t.es!==e.es||t.a!==e.a||u(_)||u(e.datum_type))&amp;&amp;(t.geodetic_to_geocentric(i),u(t.datum_type)&amp;&amp;t.geocentric_to_wgs84(i),u(e.datum_type)&amp;&amp;e.geocentric_from_wgs84(i),e.geocentric_to_geodetic(i)),e.datum_type===s&amp;&amp;this.apply_gridshift(e,1,i),t.a=d,t.es=f,e.a=g,e.es=m,i}},{}],51:[function(t,e,i){function n(t){var e=this;if(2===arguments.length){var i=arguments[1];"string"==typeof i?"+"===i.charAt(0)?n[t]=s(arguments[1]):n[t]=o(arguments[1]):n[t]=i}else if(1===arguments.length){if(Array.isArray(t))return t.map(function(t){Array.isArray(t)?n.apply(e,t):n(t)});if("string"==typeof t){if(t in n)return n[t]}else"EPSG"in t?n["EPSG:"+t.EPSG]=t:"ESRI"in t?n["ESRI:"+t.ESRI]=t:"IAU2000"in t?n["IAU2000:"+t.IAU2000]=t:console.log(t);return}}var r=t("./global"),s=t("./projString"),o=t("./wkt");r(n),e.exports=n},{"./global":54,"./projString":58,"./wkt":86}],52:[function(t,e,i){var n=t("./constants/Datum"),r=t("./constants/Ellipsoid"),s=t("./extend"),o=t("./datum"),a=1e-10,l=.16666666666666666,u=.04722222222222222,h=.022156084656084655;e.exports=function(t){if(t.datumCode&amp;&amp;"none"!==t.datumCode){var e=n[t.datumCode];e&amp;&amp;(t.datum_params=e.towgs84?e.towgs84.split(","):null,t.ellps=e.ellipse,t.datumName=e.datumName?e.datumName:t.datumCode)}if(!t.a){var i=r[t.ellps]?r[t.ellps]:r.WGS84;s(t,i)}return t.rf&amp;&amp;!t.b&amp;&amp;(t.b=(1-1/t.rf)*t.a),(0===t.rf||Math.abs(t.a-t.b)&lt;a)&amp;&amp;(t.sphere=!0,t.b=t.a),t.a2=t.a*t.a,t.b2=t.b*t.b,t.es=(t.a2-t.b2)/t.a2,t.e=Math.sqrt(t.es),t.R_A&amp;&amp;(t.a*=1-t.es*(l+t.es*(u+t.es*h)),t.a2=t.a*t.a,t.b2=t.b*t.b,t.es=0),t.ep2=(t.a2-t.b2)/t.b2,t.k0||(t.k0=1),t.axis||(t.axis="enu"),t.datum||(t.datum=o(t)),t}},{"./constants/Datum":44,"./constants/Ellipsoid":45,"./datum":49,"./extend":53}],53:[function(t,e,i){e.exports=function(t,e){t=t||{};var i,n;if(!e)return t;for(n in e)i=e[n],void 0!==i&amp;&amp;(t[n]=i);return t}},{}],54:[function(t,e,i){e.exports=function(t){t("EPSG:4326","+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees"),t("EPSG:4269","+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees"),t("EPSG:3857","+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs"),t.WGS84=t["EPSG:4326"],t["EPSG:3785"]=t["EPSG:3857"],t.GOOGLE=t["EPSG:3857"],t["EPSG:900913"]=t["EPSG:3857"],t["EPSG:102113"]=t["EPSG:3857"]}},{}],55:[function(t,e,i){var n=[t("./projections/tmerc"),t("./projections/utm"),t("./projections/sterea"),t("./projections/stere"),t("./projections/somerc"),t("./projections/omerc"),t("./projections/lcc"),t("./projections/krovak"),t("./projections/cass"),t("./projections/laea"),t("./projections/aea"),t("./projections/gnom"),t("./projections/cea"),t("./projections/eqc"),t("./projections/poly"),t("./projections/nzmg"),t("./projections/mill"),t("./projections/sinu"),t("./projections/moll"),t("./projections/eqdc"),t("./projections/vandg"),t("./projections/aeqd")];e.exports=function(t){n.forEach(function(e){t.Proj.projections.add(e)})}},{"./projections/aea":60,"./projections/aeqd":61,"./projections/cass":62,"./projections/cea":63,"./projections/eqc":64,"./projections/eqdc":65,"./projections/gnom":67,"./projections/krovak":68,"./projections/laea":69,"./projections/lcc":70,"./projections/mill":73,"./projections/moll":74,"./projections/nzmg":75,"./projections/omerc":76,"./projections/poly":77,"./projections/sinu":78,"./projections/somerc":79,"./projections/stere":80,"./projections/sterea":81,"./projections/tmerc":82,"./projections/utm":83,"./projections/vandg":84}],56:[function(t,e,i){var n=t("./core");n.defaultDatum="WGS84",n.Proj=t("./Proj"),n.WGS84=new n.Proj("WGS84"),n.Point=t("./Point"),n.toPoint=t("./common/toPoint"),n.defs=t("./defs"),n.transform=t("./transform"),n.mgrs=t("mgrs"),n.version=t("../package.json").version,t("./includedProjections")(n),e.exports=n},{"../package.json":88,"./Point":20,"./Proj":21,"./common/toPoint":42,"./core":48,"./defs":51,"./includedProjections":55,"./transform":85,mgrs:87}],57:[function(t,e,i){function n(t){return"string"==typeof t}function r(t){return t in l}function s(t){var e=["GEOGCS","GEOCCS","PROJCS","LOCAL_CS"];return e.reduce(function(e,i){return e+1+t.indexOf(i)},0)}function o(t){return"+"===t[0]}function a(t){return n(t)?r(t)?l[t]:s(t)?u(t):o(t)?h(t):void 0:t}var l=t("./defs"),u=t("./wkt"),h=t("./projString");e.exports=a},{"./defs":51,"./projString":58,"./wkt":86}],58:[function(t,e,i){var n=.017453292519943295,r=t("./constants/PrimeMeridian"),s=t("./constants/units");e.exports=function(t){var e={},i={};t.split("+").map(function(t){return t.trim()}).filter(function(t){return t}).forEach(function(t){var e=t.split("=");e.push(!0),i[e[0].toLowerCase()]=e[1]});var o,a,l,u={proj:"projName",datum:"datumCode",rf:function(t){e.rf=parseFloat(t)},lat_0:function(t){e.lat0=t*n},lat_1:function(t){e.lat1=t*n},lat_2:function(t){e.lat2=t*n},lat_ts:function(t){e.lat_ts=t*n},lon_0:function(t){e.long0=t*n},lon_1:function(t){e.long1=t*n},lon_2:function(t){e.long2=t*n},alpha:function(t){e.alpha=parseFloat(t)*n},lonc:function(t){e.longc=t*n},x_0:function(t){e.x0=parseFloat(t)},y_0:function(t){e.y0=parseFloat(t)},k_0:function(t){e.k0=parseFloat(t)},k:function(t){e.k0=parseFloat(t)},a:function(t){e.a=parseFloat(t)},b:function(t){e.b=parseFloat(t)},r_a:function(){e.R_A=!0},zone:function(t){e.zone=parseInt(t,10)},south:function(){e.utmSouth=!0},towgs84:function(t){e.datum_params=t.split(",").map(function(t){return parseFloat(t)})},to_meter:function(t){e.to_meter=parseFloat(t)},units:function(t){e.units=t,s[t]&amp;&amp;(e.to_meter=s[t].to_meter)},from_greenwich:function(t){e.from_greenwich=t*n},pm:function(t){e.from_greenwich=(r[t]?r[t]:parseFloat(t))*n},nadgrids:function(t){"@null"===t?e.datumCode="none":e.nadgrids=t},axis:function(t){var i="ewnsud";3===t.length&amp;&amp;-1!==i.indexOf(t.substr(0,1))&amp;&amp;-1!==i.indexOf(t.substr(1,1))&amp;&amp;-1!==i.indexOf(t.substr(2,1))&amp;&amp;(e.axis=t)}};for(o in i)a=i[o],o in u?(l=u[o],"function"==typeof l?l(a):e[l]=a):e[o]=a;return"string"==typeof e.datumCode&amp;&amp;"WGS84"!==e.datumCode&amp;&amp;(e.datumCode=e.datumCode.toLowerCase()),e}},{"./constants/PrimeMeridian":46,"./constants/units":47}],59:[function(t,e,i){function n(t,e){var i=o.length;return t.names?(o[i]=t,t.names.forEach(function(t){s[t.toLowerCase()]=i}),this):(console.log(e),!0)}var r=[t("./projections/merc"),t("./projections/longlat")],s={},o=[];i.add=n,i.get=function(t){if(!t)return!1;var e=t.toLowerCase();return"undefined"!=typeof s[e]&amp;&amp;o[s[e]]?o[s[e]]:void 0},i.start=function(){r.forEach(n)}},{"./projections/longlat":71,"./projections/merc":72}],60:[function(t,e,i){var n=1e-10,r=t("../common/msfnz"),s=t("../common/qsfnz"),o=t("../common/adjust_lon"),a=t("../common/asinz");i.init=function(){Math.abs(this.lat1+this.lat2)&lt;n||(this.temp=this.b/this.a,this.es=1-Math.pow(this.temp,2),this.e3=Math.sqrt(this.es),this.sin_po=Math.sin(this.lat1),this.cos_po=Math.cos(this.lat1),this.t1=this.sin_po,this.con=this.sin_po,this.ms1=r(this.e3,this.sin_po,this.cos_po),this.qs1=s(this.e3,this.sin_po,this.cos_po),this.sin_po=Math.sin(this.lat2),this.cos_po=Math.cos(this.lat2),this.t2=this.sin_po,this.ms2=r(this.e3,this.sin_po,this.cos_po),this.qs2=s(this.e3,this.sin_po,this.cos_po),this.sin_po=Math.sin(this.lat0),this.cos_po=Math.cos(this.lat0),this.t3=this.sin_po,this.qs0=s(this.e3,this.sin_po,this.cos_po),Math.abs(this.lat1-this.lat2)&gt;n?this.ns0=(this.ms1*this.ms1-this.ms2*this.ms2)/(this.qs2-this.qs1):this.ns0=this.con,this.c=this.ms1*this.ms1+this.ns0*this.qs1,this.rh=this.a*Math.sqrt(this.c-this.ns0*this.qs0)/this.ns0)},i.forward=function(t){var e=t.x,i=t.y;this.sin_phi=Math.sin(i),this.cos_phi=Math.cos(i);var n=s(this.e3,this.sin_phi,this.cos_phi),r=this.a*Math.sqrt(this.c-this.ns0*n)/this.ns0,a=this.ns0*o(e-this.long0),l=r*Math.sin(a)+this.x0,u=this.rh-r*Math.cos(a)+this.y0;return t.x=l,t.y=u,t},i.inverse=function(t){var e,i,n,r,s,a;return t.x-=this.x0,t.y=this.rh-t.y+this.y0,this.ns0&gt;=0?(e=Math.sqrt(t.x*t.x+t.y*t.y),n=1):(e=-Math.sqrt(t.x*t.x+t.y*t.y),n=-1),r=0,0!==e&amp;&amp;(r=Math.atan2(n*t.x,n*t.y)),n=e*this.ns0/this.a,this.sphere?a=Math.asin((this.c-n*n)/(2*this.ns0)):(i=(this.c-n*n)/this.ns0,a=this.phi1z(this.e3,i)),s=o(r/this.ns0+this.long0),t.x=s,t.y=a,t},i.phi1z=function(t,e){var i,r,s,o,l,u=a(.5*e);if(n&gt;t)return u;for(var h=t*t,c=1;25&gt;=c;c++)if(i=Math.sin(u),r=Math.cos(u),s=t*i,o=1-s*s,l=.5*o*o/r*(e/(1-h)-i/o+.5/t*Math.log((1-s)/(1+s))),u+=l,Math.abs(l)&lt;=1e-7)return u;return null},i.names=["Albers_Conic_Equal_Area","Albers","aea"]},{"../common/adjust_lon":24,"../common/asinz":25,"../common/msfnz":34,"../common/qsfnz":39}],61:[function(t,e,i){var n=t("../common/adjust_lon"),r=Math.PI/2,s=1e-10,o=t("../common/mlfn"),a=t("../common/e0fn"),l=t("../common/e1fn"),u=t("../common/e2fn"),h=t("../common/e3fn"),c=t("../common/gN"),p=t("../common/asinz"),d=t("../common/imlfn");i.init=function(){this.sin_p12=Math.sin(this.lat0),this.cos_p12=Math.cos(this.lat0)},i.forward=function(t){var e,i,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N=t.x,R=t.y,z=Math.sin(t.y),j=Math.cos(t.y),O=n(N-this.long0);return this.sphere?Math.abs(this.sin_p12-1)&lt;=s?(t.x=this.x0+this.a*(r-R)*Math.sin(O),t.y=this.y0-this.a*(r-R)*Math.cos(O),t):Math.abs(this.sin_p12+1)&lt;=s?(t.x=this.x0+this.a*(r+R)*Math.sin(O),t.y=this.y0+this.a*(r+R)*Math.cos(O),t):(T=this.sin_p12*z+this.cos_p12*j*Math.cos(O),C=Math.acos(T),D=C/Math.sin(C),t.x=this.x0+this.a*D*j*Math.sin(O),t.y=this.y0+this.a*D*(this.cos_p12*z-this.sin_p12*j*Math.cos(O)),t):(e=a(this.es),i=l(this.es),p=u(this.es),d=h(this.es),Math.abs(this.sin_p12-1)&lt;=s?(f=this.a*o(e,i,p,d,r),g=this.a*o(e,i,p,d,R),t.x=this.x0+(f-g)*Math.sin(O),t.y=this.y0-(f-g)*Math.cos(O),t):Math.abs(this.sin_p12+1)&lt;=s?(f=this.a*o(e,i,p,d,r),g=this.a*o(e,i,p,d,R),t.x=this.x0+(f+g)*Math.sin(O),t.y=this.y0+(f+g)*Math.cos(O),t):(m=z/j,_=c(this.a,this.e,this.sin_p12),v=c(this.a,this.e,z),y=Math.atan((1-this.es)*m+this.es*_*this.sin_p12/(v*j)),b=Math.atan2(Math.sin(O),this.cos_p12*Math.tan(y)-this.sin_p12*Math.cos(O)),S=0===b?Math.asin(this.cos_p12*Math.sin(y)-this.sin_p12*Math.cos(y)):Math.abs(Math.abs(b)-Math.PI)&lt;=s?-Math.asin(this.cos_p12*Math.sin(y)-this.sin_p12*Math.cos(y)):Math.asin(Math.sin(O)*Math.cos(y)/Math.sin(b)),w=this.e*this.sin_p12/Math.sqrt(1-this.es),x=this.e*this.cos_p12*Math.cos(b)/Math.sqrt(1-this.es),k=w*x,M=x*x,A=S*S,P=A*S,E=P*S,I=E*S,C=_*S*(1-A*M*(1-M)/6+P/8*k*(1-2*M)+E/120*(M*(4-7*M)-3*w*w*(1-7*M))-I/48*k),t.x=this.x0+C*Math.sin(b),t.y=this.y0+C*Math.cos(b),t))},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R;if(this.sphere){if(e=Math.sqrt(t.x*t.x+t.y*t.y),e&gt;2*r*this.a)return;return i=e/this.a,f=Math.sin(i),g=Math.cos(i),m=this.long0,Math.abs(e)&lt;=s?_=this.lat0:(_=p(g*this.sin_p12+t.y*f*this.cos_p12/e),v=Math.abs(this.lat0)-r,m=n(Math.abs(v)&lt;=s?this.lat0&gt;=0?this.long0+Math.atan2(t.x,-t.y):this.long0-Math.atan2(-t.x,t.y):this.long0+Math.atan2(t.x*f,e*this.cos_p12*g-t.y*this.sin_p12*f))),t.x=m,t.y=_,t}return y=a(this.es),b=l(this.es),w=u(this.es),x=h(this.es),Math.abs(this.sin_p12-1)&lt;=s?(k=this.a*o(y,b,w,x,r),e=Math.sqrt(t.x*t.x+t.y*t.y),M=k-e,_=d(M/this.a,y,b,w,x),m=n(this.long0+Math.atan2(t.x,-1*t.y)),t.x=m,t.y=_,t):Math.abs(this.sin_p12+1)&lt;=s?(k=this.a*o(y,b,w,x,r),e=Math.sqrt(t.x*t.x+t.y*t.y),M=e-k,_=d(M/this.a,y,b,w,x),m=n(this.long0+Math.atan2(t.x,t.y)),t.x=m,t.y=_,t):(e=Math.sqrt(t.x*t.x+t.y*t.y),T=Math.atan2(t.x,t.y),C=c(this.a,this.e,this.sin_p12),S=Math.cos(T),A=this.e*this.cos_p12*S,P=-A*A/(1-this.es),E=3*this.es*(1-P)*this.sin_p12*this.cos_p12*S/(1-this.es),I=e/C,N=I-P*(1+P)*Math.pow(I,3)/6-E*(1+3*P)*Math.pow(I,4)/24,R=1-P*N*N/2-I*N*N*N/6,D=Math.asin(this.sin_p12*Math.cos(N)+this.cos_p12*Math.sin(N)*S),m=n(this.long0+Math.asin(Math.sin(T)*Math.sin(N)/Math.cos(D))),_=Math.atan((1-this.es*R*this.sin_p12/Math.sin(D))*Math.tan(D)/(1-this.es)),t.x=m,t.y=_,t)},i.names=["Azimuthal_Equidistant","aeqd"]},{"../common/adjust_lon":24,"../common/asinz":25,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/gN":30,"../common/imlfn":31,"../common/mlfn":33}],62:[function(t,e,i){var n=t("../common/mlfn"),r=t("../common/e0fn"),s=t("../common/e1fn"),o=t("../common/e2fn"),a=t("../common/e3fn"),l=t("../common/gN"),u=t("../common/adjust_lon"),h=t("../common/adjust_lat"),c=t("../common/imlfn"),p=Math.PI/2,d=1e-10;i.init=function(){this.sphere||(this.e0=r(this.es),this.e1=s(this.es),this.e2=o(this.es),this.e3=a(this.es),this.ml0=this.a*n(this.e0,this.e1,this.e2,this.e3,this.lat0))},i.forward=function(t){var e,i,r=t.x,s=t.y;if(r=u(r-this.long0),this.sphere)e=this.a*Math.asin(Math.cos(s)*Math.sin(r)),i=this.a*(Math.atan2(Math.tan(s),Math.cos(r))-this.lat0);else{var o=Math.sin(s),a=Math.cos(s),h=l(this.a,this.e,o),c=Math.tan(s)*Math.tan(s),p=r*Math.cos(s),d=p*p,f=this.es*a*a/(1-this.es),g=this.a*n(this.e0,this.e1,this.e2,this.e3,s);e=h*p*(1-d*c*(1/6-(8-c+8*f)*d/120)),i=g-this.ml0+h*o/a*d*(.5+(5-c+6*f)*d/24)}return t.x=e+this.x0,t.y=i+this.y0,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,n=t.x/this.a,r=t.y/this.a;if(this.sphere){var s=r+this.lat0;e=Math.asin(Math.sin(s)*Math.cos(n)),i=Math.atan2(Math.tan(n),Math.cos(s))}else{var o=this.ml0/this.a+r,a=c(o,this.e0,this.e1,this.e2,this.e3);if(Math.abs(Math.abs(a)-p)&lt;=d)return t.x=this.long0,t.y=p,0&gt;r&amp;&amp;(t.y*=-1),t;var f=l(this.a,this.e,Math.sin(a)),g=f*f*f/this.a/this.a*(1-this.es),m=Math.pow(Math.tan(a),2),_=n*this.a/f,v=_*_;e=a-f*Math.tan(a)/g*_*_*(.5-(1+3*m)*_*_/24),i=_*(1-v*(m/3+(1+3*m)*m*v/15))/Math.cos(a)}return t.x=u(i+this.long0),t.y=h(e),t},i.names=["Cassini","Cassini_Soldner","cass"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/gN":30,"../common/imlfn":31,"../common/mlfn":33}],63:[function(t,e,i){var n=t("../common/adjust_lon"),r=t("../common/qsfnz"),s=t("../common/msfnz"),o=t("../common/iqsfnz");i.init=function(){this.sphere||(this.k0=s(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)))},i.forward=function(t){var e,i,s=t.x,o=t.y,a=n(s-this.long0);if(this.sphere)e=this.x0+this.a*a*Math.cos(this.lat_ts),i=this.y0+this.a*Math.sin(o)/Math.cos(this.lat_ts);else{var l=r(this.e,Math.sin(o));e=this.x0+this.a*this.k0*a,i=this.y0+this.a*l*.5/this.k0}return t.x=e,t.y=i,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i;return this.sphere?(e=n(this.long0+t.x/this.a/Math.cos(this.lat_ts)),i=Math.asin(t.y/this.a*Math.cos(this.lat_ts))):(i=o(this.e,2*t.y*this.k0/this.a),e=n(this.long0+t.x/(this.a*this.k0))),t.x=e,t.y=i,t},i.names=["cea"]},{"../common/adjust_lon":24,"../common/iqsfnz":32,"../common/msfnz":34,"../common/qsfnz":39}],64:[function(t,e,i){var n=t("../common/adjust_lon"),r=t("../common/adjust_lat");i.init=function(){this.x0=this.x0||0,this.y0=this.y0||0,this.lat0=this.lat0||0,this.long0=this.long0||0,this.lat_ts=this.lat_ts||0,this.title=this.title||"Equidistant Cylindrical (Plate Carre)",this.rc=Math.cos(this.lat_ts)},i.forward=function(t){var e=t.x,i=t.y,s=n(e-this.long0),o=r(i-this.lat0);return t.x=this.x0+this.a*s*this.rc,t.y=this.y0+this.a*o,t},i.inverse=function(t){var e=t.x,i=t.y;return t.x=n(this.long0+(e-this.x0)/(this.a*this.rc)),t.y=r(this.lat0+(i-this.y0)/this.a),t},i.names=["Equirectangular","Equidistant_Cylindrical","eqc"]},{"../common/adjust_lat":23,"../common/adjust_lon":24}],65:[function(t,e,i){var n=t("../common/e0fn"),r=t("../common/e1fn"),s=t("../common/e2fn"),o=t("../common/e3fn"),a=t("../common/msfnz"),l=t("../common/mlfn"),u=t("../common/adjust_lon"),h=t("../common/adjust_lat"),c=t("../common/imlfn"),p=1e-10;i.init=function(){Math.abs(this.lat1+this.lat2)&lt;p||(this.lat2=this.lat2||this.lat1,this.temp=this.b/this.a,this.es=1-Math.pow(this.temp,2),this.e=Math.sqrt(this.es),this.e0=n(this.es),this.e1=r(this.es),this.e2=s(this.es),this.e3=o(this.es),this.sinphi=Math.sin(this.lat1),this.cosphi=Math.cos(this.lat1),this.ms1=a(this.e,this.sinphi,this.cosphi),this.ml1=l(this.e0,this.e1,this.e2,this.e3,this.lat1),Math.abs(this.lat1-this.lat2)&lt;p?this.ns=this.sinphi:(this.sinphi=Math.sin(this.lat2),this.cosphi=Math.cos(this.lat2),this.ms2=a(this.e,this.sinphi,this.cosphi),this.ml2=l(this.e0,this.e1,this.e2,this.e3,this.lat2),this.ns=(this.ms1-this.ms2)/(this.ml2-this.ml1)),this.g=this.ml1+this.ms1/this.ns,this.ml0=l(this.e0,this.e1,this.e2,this.e3,this.lat0),this.rh=this.a*(this.g-this.ml0))},i.forward=function(t){var e,i=t.x,n=t.y;if(this.sphere)e=this.a*(this.g-n);else{var r=l(this.e0,this.e1,this.e2,this.e3,n);e=this.a*(this.g-r)}var s=this.ns*u(i-this.long0),o=this.x0+e*Math.sin(s),a=this.y0+this.rh-e*Math.cos(s);return t.x=o,t.y=a,t},i.inverse=function(t){t.x-=this.x0,t.y=this.rh-t.y+this.y0;var e,i,n,r;this.ns&gt;=0?(i=Math.sqrt(t.x*t.x+t.y*t.y),e=1):(i=-Math.sqrt(t.x*t.x+t.y*t.y),e=-1);var s=0;if(0!==i&amp;&amp;(s=Math.atan2(e*t.x,e*t.y)),this.sphere)return r=u(this.long0+s/this.ns),n=h(this.g-i/this.a),t.x=r,t.y=n,t;var o=this.g-i/this.a;return n=c(o,this.e0,this.e1,this.e2,this.e3),r=u(this.long0+s/this.ns),t.x=r,t.y=n,t},i.names=["Equidistant_Conic","eqdc"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/imlfn":31,"../common/mlfn":33,"../common/msfnz":34}],66:[function(t,e,i){var n=Math.PI/4,r=t("../common/srat"),s=Math.PI/2,o=20;i.init=function(){var t=Math.sin(this.lat0),e=Math.cos(this.lat0);e*=e,this.rc=Math.sqrt(1-this.es)/(1-this.es*t*t),this.C=Math.sqrt(1+this.es*e*e/(1-this.es)),this.phic0=Math.asin(t/this.C),this.ratexp=.5*this.C*this.e,this.K=Math.tan(.5*this.phic0+n)/(Math.pow(Math.tan(.5*this.lat0+n),this.C)*r(this.e*t,this.ratexp))},i.forward=function(t){var e=t.x,i=t.y;return t.y=2*Math.atan(this.K*Math.pow(Math.tan(.5*i+n),this.C)*r(this.e*Math.sin(i),this.ratexp))-s,t.x=this.C*e,t},i.inverse=function(t){for(var e=1e-14,i=t.x/this.C,a=t.y,l=Math.pow(Math.tan(.5*a+n)/this.K,1/this.C),u=o;u&gt;0&amp;&amp;(a=2*Math.atan(l*r(this.e*Math.sin(t.y),-.5*this.e))-s,!(Math.abs(a-t.y)&lt;e));--u)t.y=a;return u?(t.x=i,t.y=a,t):null},i.names=["gauss"]},{"../common/srat":41}],67:[function(t,e,i){var n=t("../common/adjust_lon"),r=1e-10,s=t("../common/asinz");i.init=function(){this.sin_p14=Math.sin(this.lat0),this.cos_p14=Math.cos(this.lat0),this.infinity_dist=1e3*this.a,this.rc=1},i.forward=function(t){var e,i,s,o,a,l,u,h,c=t.x,p=t.y;return s=n(c-this.long0),e=Math.sin(p),i=Math.cos(p),o=Math.cos(s),l=this.sin_p14*e+this.cos_p14*i*o,a=1,l&gt;0||Math.abs(l)&lt;=r?(u=this.x0+this.a*a*i*Math.sin(s)/l,h=this.y0+this.a*a*(this.cos_p14*e-this.sin_p14*i*o)/l):(u=this.x0+this.infinity_dist*i*Math.sin(s),h=this.y0+this.infinity_dist*(this.cos_p14*e-this.sin_p14*i*o)),t.x=u,t.y=h,t},i.inverse=function(t){var e,i,r,o,a,l;return t.x=(t.x-this.x0)/this.a,t.y=(t.y-this.y0)/this.a,t.x/=this.k0,t.y/=this.k0,(e=Math.sqrt(t.x*t.x+t.y*t.y))?(o=Math.atan2(e,this.rc),i=Math.sin(o),r=Math.cos(o),l=s(r*this.sin_p14+t.y*i*this.cos_p14/e),a=Math.atan2(t.x*i,e*this.cos_p14*r-t.y*this.sin_p14*i),a=n(this.long0+a)):(l=this.phic0,a=0),t.x=a,t.y=l,t},i.names=["gnom"]},{"../common/adjust_lon":24,"../common/asinz":25}],68:[function(t,e,i){var n=t("../common/adjust_lon");i.init=function(){this.a=6377397.155,this.es=.006674372230614,this.e=Math.sqrt(this.es),this.lat0||(this.lat0=.863937979737193),this.long0||(this.long0=.4334234309119251),this.k0||(this.k0=.9999),this.s45=.785398163397448,this.s90=2*this.s45,this.fi0=this.lat0,this.e2=this.es,this.e=Math.sqrt(this.e2),this.alfa=Math.sqrt(1+this.e2*Math.pow(Math.cos(this.fi0),4)/(1-this.e2)),this.uq=1.04216856380474,this.u0=Math.asin(Math.sin(this.fi0)/this.alfa),this.g=Math.pow((1+this.e*Math.sin(this.fi0))/(1-this.e*Math.sin(this.fi0)),this.alfa*this.e/2),this.k=Math.tan(this.u0/2+this.s45)/Math.pow(Math.tan(this.fi0/2+this.s45),this.alfa)*this.g,this.k1=this.k0,this.n0=this.a*Math.sqrt(1-this.e2)/(1-this.e2*Math.pow(Math.sin(this.fi0),2)),this.s0=1.37008346281555,this.n=Math.sin(this.s0),this.ro0=this.k1*this.n0/Math.tan(this.s0),this.ad=this.s90-this.uq},i.forward=function(t){var e,i,r,s,o,a,l,u=t.x,h=t.y,c=n(u-this.long0);return e=Math.pow((1+this.e*Math.sin(h))/(1-this.e*Math.sin(h)),this.alfa*this.e/2),i=2*(Math.atan(this.k*Math.pow(Math.tan(h/2+this.s45),this.alfa)/e)-this.s45),r=-c*this.alfa,s=Math.asin(Math.cos(this.ad)*Math.sin(i)+Math.sin(this.ad)*Math.cos(i)*Math.cos(r)),o=Math.asin(Math.cos(i)*Math.sin(r)/Math.cos(s)),a=this.n*o,l=this.ro0*Math.pow(Math.tan(this.s0/2+this.s45),this.n)/Math.pow(Math.tan(s/2+this.s45),this.n),t.y=l*Math.cos(a)/1,t.x=l*Math.sin(a)/1,this.czech||(t.y*=-1,t.x*=-1),t},i.inverse=function(t){var e,i,n,r,s,o,a,l,u=t.x;t.x=t.y,t.y=u,this.czech||(t.y*=-1,t.x*=-1),o=Math.sqrt(t.x*t.x+t.y*t.y),s=Math.atan2(t.y,t.x),r=s/Math.sin(this.s0),n=2*(Math.atan(Math.pow(this.ro0/o,1/this.n)*Math.tan(this.s0/2+this.s45))-this.s45),e=Math.asin(Math.cos(this.ad)*Math.sin(n)-Math.sin(this.ad)*Math.cos(n)*Math.cos(r)),i=Math.asin(Math.cos(n)*Math.sin(r)/Math.cos(e)),t.x=this.long0-i/this.alfa,a=e,l=0;var h=0;do t.y=2*(Math.atan(Math.pow(this.k,-1/this.alfa)*Math.pow(Math.tan(e/2+this.s45),1/this.alfa)*Math.pow((1+this.e*Math.sin(a))/(1-this.e*Math.sin(a)),this.e/2))-this.s45),Math.abs(a-t.y)&lt;1e-10&amp;&amp;(l=1),a=t.y,h+=1;while(0===l&amp;&amp;15&gt;h);return h&gt;=15?null:t},i.names=["Krovak","krovak"]},{"../common/adjust_lon":24}],69:[function(t,e,i){var n=Math.PI/2,r=Math.PI/4,s=1e-10,o=t("../common/qsfnz"),a=t("../common/adjust_lon");i.S_POLE=1,i.N_POLE=2,i.EQUIT=3,i.OBLIQ=4,i.init=function(){var t=Math.abs(this.lat0);if(Math.abs(t-n)&lt;s?this.mode=this.lat0&lt;0?this.S_POLE:this.N_POLE:Math.abs(t)&lt;s?this.mode=this.EQUIT:this.mode=this.OBLIQ,this.es&gt;0){var e;switch(this.qp=o(this.e,1),this.mmf=.5/(1-this.es),this.apa=this.authset(this.es),this.mode){case this.N_POLE:this.dd=1;break;case this.S_POLE:this.dd=1;break;case this.EQUIT:this.rq=Math.sqrt(.5*this.qp),this.dd=1/this.rq,this.xmf=1,this.ymf=.5*this.qp;break;case this.OBLIQ:this.rq=Math.sqrt(.5*this.qp),e=Math.sin(this.lat0),this.sinb1=o(this.e,e)/this.qp,this.cosb1=Math.sqrt(1-this.sinb1*this.sinb1),this.dd=Math.cos(this.lat0)/(Math.sqrt(1-this.es*e*e)*this.rq*this.cosb1),this.ymf=(this.xmf=this.rq)/this.dd,this.xmf*=this.dd}}else this.mode===this.OBLIQ&amp;&amp;(this.sinph0=Math.sin(this.lat0),this.cosph0=Math.cos(this.lat0))},i.forward=function(t){var e,i,l,u,h,c,p,d,f,g,m=t.x,_=t.y;if(m=a(m-this.long0),this.sphere){if(h=Math.sin(_),g=Math.cos(_),l=Math.cos(m),this.mode===this.OBLIQ||this.mode===this.EQUIT){if(i=this.mode===this.EQUIT?1+g*l:1+this.sinph0*h+this.cosph0*g*l,s&gt;=i)return null;i=Math.sqrt(2/i),e=i*g*Math.sin(m),i*=this.mode===this.EQUIT?h:this.cosph0*h-this.sinph0*g*l}else if(this.mode===this.N_POLE||this.mode===this.S_POLE){if(this.mode===this.N_POLE&amp;&amp;(l=-l),Math.abs(_+this.phi0)&lt;s)return null;i=r-.5*_,i=2*(this.mode===this.S_POLE?Math.cos(i):Math.sin(i)),e=i*Math.sin(m),i*=l}}else{switch(p=0,d=0,f=0,l=Math.cos(m),u=Math.sin(m),h=Math.sin(_),c=o(this.e,h),(this.mode===this.OBLIQ||this.mode===this.EQUIT)&amp;&amp;(p=c/this.qp,d=Math.sqrt(1-p*p)),this.mode){case this.OBLIQ:f=1+this.sinb1*p+this.cosb1*d*l;break;case this.EQUIT:f=1+d*l;break;case this.N_POLE:f=n+_,c=this.qp-c;break;case this.S_POLE:f=_-n,c=this.qp+c}if(Math.abs(f)&lt;s)return null;switch(this.mode){case this.OBLIQ:case this.EQUIT:f=Math.sqrt(2/f),i=this.mode===this.OBLIQ?this.ymf*f*(this.cosb1*p-this.sinb1*d*l):(f=Math.sqrt(2/(1+d*l)))*p*this.ymf,e=this.xmf*f*d*u;break;case this.N_POLE:case this.S_POLE:c&gt;=0?(e=(f=Math.sqrt(c))*u,i=l*(this.mode===this.S_POLE?f:-f)):e=i=0}}return t.x=this.a*e+this.x0,t.y=this.a*i+this.y0,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,r,o,l,u,h,c=t.x/this.a,p=t.y/this.a;if(this.sphere){var d,f=0,g=0;if(d=Math.sqrt(c*c+p*p),i=.5*d,i&gt;1)return null;switch(i=2*Math.asin(i),(this.mode===this.OBLIQ||this.mode===this.EQUIT)&amp;&amp;(g=Math.sin(i),f=Math.cos(i)),this.mode){case this.EQUIT:i=Math.abs(d)&lt;=s?0:Math.asin(p*g/d),c*=g,p=f*d;break;case this.OBLIQ:i=Math.abs(d)&lt;=s?this.phi0:Math.asin(f*this.sinph0+p*g*this.cosph0/d),c*=g*this.cosph0,p=(f-Math.sin(i)*this.sinph0)*d;break;case this.N_POLE:p=-p,i=n-i;break;case this.S_POLE:i-=n}e=0!==p||this.mode!==this.EQUIT&amp;&amp;this.mode!==this.OBLIQ?Math.atan2(c,p):0}else{if(h=0,this.mode===this.OBLIQ||this.mode===this.EQUIT){if(c/=this.dd,p*=this.dd,u=Math.sqrt(c*c+p*p),s&gt;u)return t.x=0,t.y=this.phi0,t;o=2*Math.asin(.5*u/this.rq),r=Math.cos(o),c*=o=Math.sin(o),this.mode===this.OBLIQ?(h=r*this.sinb1+p*o*this.cosb1/u,l=this.qp*h,p=u*this.cosb1*r-p*this.sinb1*o):(h=p*o/u,l=this.qp*h,p=u*r)}else if(this.mode===this.N_POLE||this.mode===this.S_POLE){if(this.mode===this.N_POLE&amp;&amp;(p=-p),l=c*c+p*p,!l)return t.x=0,t.y=this.phi0,t;h=1-l/this.qp,this.mode===this.S_POLE&amp;&amp;(h=-h)}e=Math.atan2(c,p),i=this.authlat(Math.asin(h),this.apa)}return t.x=a(this.long0+e),t.y=i,t},i.P00=.3333333333333333,i.P01=.17222222222222222,i.P02=.10257936507936508,i.P10=.06388888888888888,i.P11=.0664021164021164,i.P20=.016415012942191543,i.authset=function(t){var e,i=[];return i[0]=t*this.P00,e=t*t,i[0]+=e*this.P01,i[1]=e*this.P10,e*=t,i[0]+=e*this.P02,i[1]+=e*this.P11,i[2]=e*this.P20,i},i.authlat=function(t,e){var i=t+t;return t+e[0]*Math.sin(i)+e[1]*Math.sin(i+i)+e[2]*Math.sin(i+i+i)},i.names=["Lambert Azimuthal Equal Area","Lambert_Azimuthal_Equal_Area","laea"]},{"../common/adjust_lon":24,"../common/qsfnz":39}],70:[function(t,e,i){var n=1e-10,r=t("../common/msfnz"),s=t("../common/tsfnz"),o=Math.PI/2,a=t("../common/sign"),l=t("../common/adjust_lon"),u=t("../common/phi2z");i.init=function(){if(this.lat2||(this.lat2=this.lat1),this.k0||(this.k0=1),this.x0=this.x0||0,this.y0=this.y0||0,!(Math.abs(this.lat1+this.lat2)&lt;n)){var t=this.b/this.a;this.e=Math.sqrt(1-t*t);var e=Math.sin(this.lat1),i=Math.cos(this.lat1),o=r(this.e,e,i),a=s(this.e,this.lat1,e),l=Math.sin(this.lat2),u=Math.cos(this.lat2),h=r(this.e,l,u),c=s(this.e,this.lat2,l),p=s(this.e,this.lat0,Math.sin(this.lat0));Math.abs(this.lat1-this.lat2)&gt;n?this.ns=Math.log(o/h)/Math.log(a/c):this.ns=e,isNaN(this.ns)&amp;&amp;(this.ns=e),this.f0=o/(this.ns*Math.pow(a,this.ns)),this.rh=this.a*this.f0*Math.pow(p,this.ns),this.title||(this.title="Lambert Conformal Conic")}},i.forward=function(t){var e=t.x,i=t.y;Math.abs(2*Math.abs(i)-Math.PI)&lt;=n&amp;&amp;(i=a(i)*(o-2*n));var r,u,h=Math.abs(Math.abs(i)-o);if(h&gt;n)r=s(this.e,i,Math.sin(i)),u=this.a*this.f0*Math.pow(r,this.ns);else{if(h=i*this.ns,0&gt;=h)return null;u=0}var c=this.ns*l(e-this.long0);return t.x=this.k0*(u*Math.sin(c))+this.x0,t.y=this.k0*(this.rh-u*Math.cos(c))+this.y0,t},i.inverse=function(t){var e,i,n,r,s,a=(t.x-this.x0)/this.k0,h=this.rh-(t.y-this.y0)/this.k0;this.ns&gt;0?(e=Math.sqrt(a*a+h*h),i=1):(e=-Math.sqrt(a*a+h*h),i=-1);var c=0;if(0!==e&amp;&amp;(c=Math.atan2(i*a,i*h)),0!==e||this.ns&gt;0){if(i=1/this.ns,n=Math.pow(e/(this.a*this.f0),i),r=u(this.e,n),-9999===r)return null}else r=-o;return s=l(c/this.ns+this.long0),t.x=s,t.y=r,t},i.names=["Lambert Tangential Conformal Conic Projection","Lambert_Conformal_Conic","Lambert_Conformal_Conic_2SP","lcc"]},{"../common/adjust_lon":24,"../common/msfnz":34,"../common/phi2z":35,"../common/sign":40,"../common/tsfnz":43}],71:[function(t,e,i){function n(t){return t}i.init=function(){},i.forward=n,i.inverse=n,i.names=["longlat","identity"]},{}],72:[function(t,e,i){var n=t("../common/msfnz"),r=Math.PI/2,s=1e-10,o=57.29577951308232,a=t("../common/adjust_lon"),l=Math.PI/4,u=t("../common/tsfnz"),h=t("../common/phi2z");i.init=function(){var t=this.b/this.a;this.es=1-t*t,"x0"in this||(this.x0=0),"y0"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=n(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var e=t.x,i=t.y;if(i*o&gt;90&amp;&amp;-90&gt;i*o&amp;&amp;e*o&gt;180&amp;&amp;-180&gt;e*o)return null;var n,h;if(Math.abs(Math.abs(i)-r)&lt;=s)return null;if(this.sphere)n=this.x0+this.a*this.k0*a(e-this.long0),h=this.y0+this.a*this.k0*Math.log(Math.tan(l+.5*i));else{var c=Math.sin(i),p=u(this.e,i,c);n=this.x0+this.a*this.k0*a(e-this.long0),h=this.y0-this.a*this.k0*Math.log(p)}return t.x=n,t.y=h,t},i.inverse=function(t){var e,i,n=t.x-this.x0,s=t.y-this.y0;if(this.sphere)i=r-2*Math.atan(Math.exp(-s/(this.a*this.k0)));else{var o=Math.exp(-s/(this.a*this.k0));if(i=h(this.e,o),-9999===i)return null}return e=a(this.long0+n/(this.a*this.k0)),t.x=e,t.y=i,t},i.names=["Mercator","Popular Visualisation Pseudo Mercator","Mercator_1SP","Mercator_Auxiliary_Sphere","merc"]},{"../common/adjust_lon":24,"../common/msfnz":34,"../common/phi2z":35,"../common/tsfnz":43}],73:[function(t,e,i){var n=t("../common/adjust_lon");i.init=function(){},i.forward=function(t){var e=t.x,i=t.y,r=n(e-this.long0),s=this.x0+this.a*r,o=this.y0+this.a*Math.log(Math.tan(Math.PI/4+i/2.5))*1.25;return t.x=s,t.y=o,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e=n(this.long0+t.x/this.a),i=2.5*(Math.atan(Math.exp(.8*t.y/this.a))-Math.PI/4);return t.x=e,t.y=i,t},i.names=["Miller_Cylindrical","mill"]},{"../common/adjust_lon":24}],74:[function(t,e,i){var n=t("../common/adjust_lon"),r=1e-10;i.init=function(){},i.forward=function(t){for(var e=t.x,i=t.y,s=n(e-this.long0),o=i,a=Math.PI*Math.sin(i),l=0;!0;l++){var u=-(o+Math.sin(o)-a)/(1+Math.cos(o));if(o+=u,Math.abs(u)&lt;r)break}o/=2,Math.PI/2-Math.abs(i)&lt;r&amp;&amp;(s=0);var h=.900316316158*this.a*s*Math.cos(o)+this.x0,c=1.4142135623731*this.a*Math.sin(o)+this.y0;return t.x=h,t.y=c,t},i.inverse=function(t){var e,i;t.x-=this.x0,t.y-=this.y0,i=t.y/(1.4142135623731*this.a),Math.abs(i)&gt;.999999999999&amp;&amp;(i=.999999999999),e=Math.asin(i);var r=n(this.long0+t.x/(.900316316158*this.a*Math.cos(e)));r&lt;-Math.PI&amp;&amp;(r=-Math.PI),r&gt;Math.PI&amp;&amp;(r=Math.PI),i=(2*e+Math.sin(2*e))/Math.PI,Math.abs(i)&gt;1&amp;&amp;(i=1);var s=Math.asin(i);return t.x=r,t.y=s,t},i.names=["Mollweide","moll"]},{"../common/adjust_lon":24}],75:[function(t,e,i){var n=484813681109536e-20;i.iterations=1,i.init=function(){this.A=[],this.A[1]=.6399175073,this.A[2]=-.1358797613,this.A[3]=.063294409,this.A[4]=-.02526853,this.A[5]=.0117879,this.A[6]=-.0055161,this.A[7]=.0026906,this.A[8]=-.001333,this.A[9]=67e-5,this.A[10]=-34e-5,this.B_re=[],this.B_im=[],this.B_re[1]=.7557853228,this.B_im[1]=0,this.B_re[2]=.249204646,this.B_im[2]=.003371507,this.B_re[3]=-.001541739,this.B_im[3]=.04105856,this.B_re[4]=-.10162907,this.B_im[4]=.01727609,this.B_re[5]=-.26623489,this.B_im[5]=-.36249218,
this.B_re[6]=-.6870983,this.B_im[6]=-1.1651967,this.C_re=[],this.C_im=[],this.C_re[1]=1.3231270439,this.C_im[1]=0,this.C_re[2]=-.577245789,this.C_im[2]=-.007809598,this.C_re[3]=.508307513,this.C_im[3]=-.112208952,this.C_re[4]=-.15094762,this.C_im[4]=.18200602,this.C_re[5]=1.01418179,this.C_im[5]=1.64497696,this.C_re[6]=1.9660549,this.C_im[6]=2.5127645,this.D=[],this.D[1]=1.5627014243,this.D[2]=.5185406398,this.D[3]=-.03333098,this.D[4]=-.1052906,this.D[5]=-.0368594,this.D[6]=.007317,this.D[7]=.0122,this.D[8]=.00394,this.D[9]=-.0013},i.forward=function(t){var e,i=t.x,r=t.y,s=r-this.lat0,o=i-this.long0,a=s/n*1e-5,l=o,u=1,h=0;for(e=1;10&gt;=e;e++)u*=a,h+=this.A[e]*u;var c,p,d=h,f=l,g=1,m=0,_=0,v=0;for(e=1;6&gt;=e;e++)c=g*d-m*f,p=m*d+g*f,g=c,m=p,_=_+this.B_re[e]*g-this.B_im[e]*m,v=v+this.B_im[e]*g+this.B_re[e]*m;return t.x=v*this.a+this.x0,t.y=_*this.a+this.y0,t},i.inverse=function(t){var e,i,r,s=t.x,o=t.y,a=s-this.x0,l=o-this.y0,u=l/this.a,h=a/this.a,c=1,p=0,d=0,f=0;for(e=1;6&gt;=e;e++)i=c*u-p*h,r=p*u+c*h,c=i,p=r,d=d+this.C_re[e]*c-this.C_im[e]*p,f=f+this.C_im[e]*c+this.C_re[e]*p;for(var g=0;g&lt;this.iterations;g++){var m,_,v=d,y=f,b=u,w=h;for(e=2;6&gt;=e;e++)m=v*d-y*f,_=y*d+v*f,v=m,y=_,b+=(e-1)*(this.B_re[e]*v-this.B_im[e]*y),w+=(e-1)*(this.B_im[e]*v+this.B_re[e]*y);v=1,y=0;var x=this.B_re[1],k=this.B_im[1];for(e=2;6&gt;=e;e++)m=v*d-y*f,_=y*d+v*f,v=m,y=_,x+=e*(this.B_re[e]*v-this.B_im[e]*y),k+=e*(this.B_im[e]*v+this.B_re[e]*y);var M=x*x+k*k;d=(b*x+w*k)/M,f=(w*x-b*k)/M}var C=d,D=f,T=1,S=0;for(e=1;9&gt;=e;e++)T*=C,S+=this.D[e]*T;var A=this.lat0+S*n*1e5,P=this.long0+D;return t.x=P,t.y=A,t},i.names=["New_Zealand_Map_Grid","nzmg"]},{}],76:[function(t,e,i){var n=t("../common/tsfnz"),r=t("../common/adjust_lon"),s=t("../common/phi2z"),o=Math.PI/2,a=Math.PI/4,l=1e-10;i.init=function(){this.no_off=this.no_off||!1,this.no_rot=this.no_rot||!1,isNaN(this.k0)&amp;&amp;(this.k0=1);var t=Math.sin(this.lat0),e=Math.cos(this.lat0),i=this.e*t;this.bl=Math.sqrt(1+this.es/(1-this.es)*Math.pow(e,4)),this.al=this.a*this.bl*this.k0*Math.sqrt(1-this.es)/(1-i*i);var s=n(this.e,this.lat0,t),o=this.bl/e*Math.sqrt((1-this.es)/(1-i*i));1&gt;o*o&amp;&amp;(o=1);var a,l;if(isNaN(this.longc)){var u=n(this.e,this.lat1,Math.sin(this.lat1)),h=n(this.e,this.lat2,Math.sin(this.lat2));this.lat0&gt;=0?this.el=(o+Math.sqrt(o*o-1))*Math.pow(s,this.bl):this.el=(o-Math.sqrt(o*o-1))*Math.pow(s,this.bl);var c=Math.pow(u,this.bl),p=Math.pow(h,this.bl);a=this.el/c,l=.5*(a-1/a);var d=(this.el*this.el-p*c)/(this.el*this.el+p*c),f=(p-c)/(p+c),g=r(this.long1-this.long2);this.long0=.5*(this.long1+this.long2)-Math.atan(d*Math.tan(.5*this.bl*g)/f)/this.bl,this.long0=r(this.long0);var m=r(this.long1-this.long0);this.gamma0=Math.atan(Math.sin(this.bl*m)/l),this.alpha=Math.asin(o*Math.sin(this.gamma0))}else a=this.lat0&gt;=0?o+Math.sqrt(o*o-1):o-Math.sqrt(o*o-1),this.el=a*Math.pow(s,this.bl),l=.5*(a-1/a),this.gamma0=Math.asin(Math.sin(this.alpha)/o),this.long0=this.longc-Math.asin(l*Math.tan(this.gamma0))/this.bl;this.no_off?this.uc=0:this.lat0&gt;=0?this.uc=this.al/this.bl*Math.atan2(Math.sqrt(o*o-1),Math.cos(this.alpha)):this.uc=-1*this.al/this.bl*Math.atan2(Math.sqrt(o*o-1),Math.cos(this.alpha))},i.forward=function(t){var e,i,s,u=t.x,h=t.y,c=r(u-this.long0);if(Math.abs(Math.abs(h)-o)&lt;=l)s=h&gt;0?-1:1,i=this.al/this.bl*Math.log(Math.tan(a+s*this.gamma0*.5)),e=-1*s*o*this.al/this.bl;else{var p=n(this.e,h,Math.sin(h)),d=this.el/Math.pow(p,this.bl),f=.5*(d-1/d),g=.5*(d+1/d),m=Math.sin(this.bl*c),_=(f*Math.sin(this.gamma0)-m*Math.cos(this.gamma0))/g;i=Math.abs(Math.abs(_)-1)&lt;=l?Number.POSITIVE_INFINITY:.5*this.al*Math.log((1-_)/(1+_))/this.bl,e=Math.abs(Math.cos(this.bl*c))&lt;=l?this.al*this.bl*c:this.al*Math.atan2(f*Math.cos(this.gamma0)+m*Math.sin(this.gamma0),Math.cos(this.bl*c))/this.bl}return this.no_rot?(t.x=this.x0+e,t.y=this.y0+i):(e-=this.uc,t.x=this.x0+i*Math.cos(this.alpha)+e*Math.sin(this.alpha),t.y=this.y0+e*Math.cos(this.alpha)-i*Math.sin(this.alpha)),t},i.inverse=function(t){var e,i;this.no_rot?(i=t.y-this.y0,e=t.x-this.x0):(i=(t.x-this.x0)*Math.cos(this.alpha)-(t.y-this.y0)*Math.sin(this.alpha),e=(t.y-this.y0)*Math.cos(this.alpha)+(t.x-this.x0)*Math.sin(this.alpha),e+=this.uc);var n=Math.exp(-1*this.bl*i/this.al),a=.5*(n-1/n),u=.5*(n+1/n),h=Math.sin(this.bl*e/this.al),c=(h*Math.cos(this.gamma0)+a*Math.sin(this.gamma0))/u,p=Math.pow(this.el/Math.sqrt((1+c)/(1-c)),1/this.bl);return Math.abs(c-1)&lt;l?(t.x=this.long0,t.y=o):Math.abs(c+1)&lt;l?(t.x=this.long0,t.y=-1*o):(t.y=s(this.e,p),t.x=r(this.long0-Math.atan2(a*Math.cos(this.gamma0)-h*Math.sin(this.gamma0),Math.cos(this.bl*e/this.al))/this.bl)),t},i.names=["Hotine_Oblique_Mercator","Hotine Oblique Mercator","Hotine_Oblique_Mercator_Azimuth_Natural_Origin","Hotine_Oblique_Mercator_Azimuth_Center","omerc"]},{"../common/adjust_lon":24,"../common/phi2z":35,"../common/tsfnz":43}],77:[function(t,e,i){var n=t("../common/e0fn"),r=t("../common/e1fn"),s=t("../common/e2fn"),o=t("../common/e3fn"),a=t("../common/adjust_lon"),l=t("../common/adjust_lat"),u=t("../common/mlfn"),h=1e-10,c=t("../common/gN"),p=20;i.init=function(){this.temp=this.b/this.a,this.es=1-Math.pow(this.temp,2),this.e=Math.sqrt(this.es),this.e0=n(this.es),this.e1=r(this.es),this.e2=s(this.es),this.e3=o(this.es),this.ml0=this.a*u(this.e0,this.e1,this.e2,this.e3,this.lat0)},i.forward=function(t){var e,i,n,r=t.x,s=t.y,o=a(r-this.long0);if(n=o*Math.sin(s),this.sphere)Math.abs(s)&lt;=h?(e=this.a*o,i=-1*this.a*this.lat0):(e=this.a*Math.sin(n)/Math.tan(s),i=this.a*(l(s-this.lat0)+(1-Math.cos(n))/Math.tan(s)));else if(Math.abs(s)&lt;=h)e=this.a*o,i=-1*this.ml0;else{var p=c(this.a,this.e,Math.sin(s))/Math.tan(s);e=p*Math.sin(n),i=this.a*u(this.e0,this.e1,this.e2,this.e3,s)-this.ml0+p*(1-Math.cos(n))}return t.x=e+this.x0,t.y=i+this.y0,t},i.inverse=function(t){var e,i,n,r,s,o,l,c,d;if(n=t.x-this.x0,r=t.y-this.y0,this.sphere)if(Math.abs(r+this.a*this.lat0)&lt;=h)e=a(n/this.a+this.long0),i=0;else{o=this.lat0+r/this.a,l=n*n/this.a/this.a+o*o,c=o;var f;for(s=p;s;--s)if(f=Math.tan(c),d=-1*(o*(c*f+1)-c-.5*(c*c+l)*f)/((c-o)/f-1),c+=d,Math.abs(d)&lt;=h){i=c;break}e=a(this.long0+Math.asin(n*Math.tan(c)/this.a)/Math.sin(i))}else if(Math.abs(r+this.ml0)&lt;=h)i=0,e=a(this.long0+n/this.a);else{o=(this.ml0+r)/this.a,l=n*n/this.a/this.a+o*o,c=o;var g,m,_,v,y;for(s=p;s;--s)if(y=this.e*Math.sin(c),g=Math.sqrt(1-y*y)*Math.tan(c),m=this.a*u(this.e0,this.e1,this.e2,this.e3,c),_=this.e0-2*this.e1*Math.cos(2*c)+4*this.e2*Math.cos(4*c)-6*this.e3*Math.cos(6*c),v=m/this.a,d=(o*(g*v+1)-v-.5*g*(v*v+l))/(this.es*Math.sin(2*c)*(v*v+l-2*o*v)/(4*g)+(o-v)*(g*_-2/Math.sin(2*c))-_),c-=d,Math.abs(d)&lt;=h){i=c;break}g=Math.sqrt(1-this.es*Math.pow(Math.sin(i),2))*Math.tan(i),e=a(this.long0+Math.asin(n*g/this.a)/Math.sin(i))}return t.x=e,t.y=i,t},i.names=["Polyconic","poly"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/gN":30,"../common/mlfn":33}],78:[function(t,e,i){var n=t("../common/adjust_lon"),r=t("../common/adjust_lat"),s=t("../common/pj_enfn"),o=20,a=t("../common/pj_mlfn"),l=t("../common/pj_inv_mlfn"),u=Math.PI/2,h=1e-10,c=t("../common/asinz");i.init=function(){this.sphere?(this.n=1,this.m=0,this.es=0,this.C_y=Math.sqrt((this.m+1)/this.n),this.C_x=this.C_y/(this.m+1)):this.en=s(this.es)},i.forward=function(t){var e,i,r=t.x,s=t.y;if(r=n(r-this.long0),this.sphere){if(this.m)for(var l=this.n*Math.sin(s),u=o;u;--u){var c=(this.m*s+Math.sin(s)-l)/(this.m+Math.cos(s));if(s-=c,Math.abs(c)&lt;h)break}else s=1!==this.n?Math.asin(this.n*Math.sin(s)):s;e=this.a*this.C_x*r*(this.m+Math.cos(s)),i=this.a*this.C_y*s}else{var p=Math.sin(s),d=Math.cos(s);i=this.a*a(s,p,d,this.en),e=this.a*r*d/Math.sqrt(1-this.es*p*p)}return t.x=e,t.y=i,t},i.inverse=function(t){var e,i,s,o;return t.x-=this.x0,s=t.x/this.a,t.y-=this.y0,e=t.y/this.a,this.sphere?(e/=this.C_y,s/=this.C_x*(this.m+Math.cos(e)),this.m?e=c((this.m*e+Math.sin(e))/this.n):1!==this.n&amp;&amp;(e=c(Math.sin(e)/this.n)),s=n(s+this.long0),e=r(e)):(e=l(t.y/this.a,this.es,this.en),o=Math.abs(e),u&gt;o?(o=Math.sin(e),i=this.long0+t.x*Math.sqrt(1-this.es*o*o)/(this.a*Math.cos(e)),s=n(i)):u&gt;o-h&amp;&amp;(s=this.long0)),t.x=s,t.y=e,t},i.names=["Sinusoidal","sinu"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/asinz":25,"../common/pj_enfn":36,"../common/pj_inv_mlfn":37,"../common/pj_mlfn":38}],79:[function(t,e,i){i.init=function(){var t=this.lat0;this.lambda0=this.long0;var e=Math.sin(t),i=this.a,n=this.rf,r=1/n,s=2*r-Math.pow(r,2),o=this.e=Math.sqrt(s);this.R=this.k0*i*Math.sqrt(1-s)/(1-s*Math.pow(e,2)),this.alpha=Math.sqrt(1+s/(1-s)*Math.pow(Math.cos(t),4)),this.b0=Math.asin(e/this.alpha);var a=Math.log(Math.tan(Math.PI/4+this.b0/2)),l=Math.log(Math.tan(Math.PI/4+t/2)),u=Math.log((1+o*e)/(1-o*e));this.K=a-this.alpha*l+this.alpha*o/2*u},i.forward=function(t){var e=Math.log(Math.tan(Math.PI/4-t.y/2)),i=this.e/2*Math.log((1+this.e*Math.sin(t.y))/(1-this.e*Math.sin(t.y))),n=-this.alpha*(e+i)+this.K,r=2*(Math.atan(Math.exp(n))-Math.PI/4),s=this.alpha*(t.x-this.lambda0),o=Math.atan(Math.sin(s)/(Math.sin(this.b0)*Math.tan(r)+Math.cos(this.b0)*Math.cos(s))),a=Math.asin(Math.cos(this.b0)*Math.sin(r)-Math.sin(this.b0)*Math.cos(r)*Math.cos(s));return t.y=this.R/2*Math.log((1+Math.sin(a))/(1-Math.sin(a)))+this.y0,t.x=this.R*o+this.x0,t},i.inverse=function(t){for(var e=t.x-this.x0,i=t.y-this.y0,n=e/this.R,r=2*(Math.atan(Math.exp(i/this.R))-Math.PI/4),s=Math.asin(Math.cos(this.b0)*Math.sin(r)+Math.sin(this.b0)*Math.cos(r)*Math.cos(n)),o=Math.atan(Math.sin(n)/(Math.cos(this.b0)*Math.cos(n)-Math.sin(this.b0)*Math.tan(r))),a=this.lambda0+o/this.alpha,l=0,u=s,h=-1e3,c=0;Math.abs(u-h)&gt;1e-7;){if(++c&gt;20)return;l=1/this.alpha*(Math.log(Math.tan(Math.PI/4+s/2))-this.K)+this.e*Math.log(Math.tan(Math.PI/4+Math.asin(this.e*Math.sin(u))/2)),h=u,u=2*Math.atan(Math.exp(l))-Math.PI/2}return t.x=a,t.y=u,t},i.names=["somerc"]},{}],80:[function(t,e,i){var n=Math.PI/2,r=1e-10,s=t("../common/sign"),o=t("../common/msfnz"),a=t("../common/tsfnz"),l=t("../common/phi2z"),u=t("../common/adjust_lon");i.ssfn_=function(t,e,i){return e*=i,Math.tan(.5*(n+t))*Math.pow((1-e)/(1+e),.5*i)},i.init=function(){this.coslat0=Math.cos(this.lat0),this.sinlat0=Math.sin(this.lat0),this.sphere?1===this.k0&amp;&amp;!isNaN(this.lat_ts)&amp;&amp;Math.abs(this.coslat0)&lt;=r&amp;&amp;(this.k0=.5*(1+s(this.lat0)*Math.sin(this.lat_ts))):(Math.abs(this.coslat0)&lt;=r&amp;&amp;(this.lat0&gt;0?this.con=1:this.con=-1),this.cons=Math.sqrt(Math.pow(1+this.e,1+this.e)*Math.pow(1-this.e,1-this.e)),1===this.k0&amp;&amp;!isNaN(this.lat_ts)&amp;&amp;Math.abs(this.coslat0)&lt;=r&amp;&amp;(this.k0=.5*this.cons*o(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts))/a(this.e,this.con*this.lat_ts,this.con*Math.sin(this.lat_ts))),this.ms1=o(this.e,this.sinlat0,this.coslat0),this.X0=2*Math.atan(this.ssfn_(this.lat0,this.sinlat0,this.e))-n,this.cosX0=Math.cos(this.X0),this.sinX0=Math.sin(this.X0))},i.forward=function(t){var e,i,s,o,l,h,c=t.x,p=t.y,d=Math.sin(p),f=Math.cos(p),g=u(c-this.long0);return Math.abs(Math.abs(c-this.long0)-Math.PI)&lt;=r&amp;&amp;Math.abs(p+this.lat0)&lt;=r?(t.x=NaN,t.y=NaN,t):this.sphere?(e=2*this.k0/(1+this.sinlat0*d+this.coslat0*f*Math.cos(g)),t.x=this.a*e*f*Math.sin(g)+this.x0,t.y=this.a*e*(this.coslat0*d-this.sinlat0*f*Math.cos(g))+this.y0,t):(i=2*Math.atan(this.ssfn_(p,d,this.e))-n,o=Math.cos(i),s=Math.sin(i),Math.abs(this.coslat0)&lt;=r?(l=a(this.e,p*this.con,this.con*d),h=2*this.a*this.k0*l/this.cons,t.x=this.x0+h*Math.sin(c-this.long0),t.y=this.y0-this.con*h*Math.cos(c-this.long0),t):(Math.abs(this.sinlat0)&lt;r?(e=2*this.a*this.k0/(1+o*Math.cos(g)),t.y=e*s):(e=2*this.a*this.k0*this.ms1/(this.cosX0*(1+this.sinX0*s+this.cosX0*o*Math.cos(g))),t.y=e*(this.cosX0*s-this.sinX0*o*Math.cos(g))+this.y0),t.x=e*o*Math.sin(g)+this.x0,t))},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,s,o,a,h=Math.sqrt(t.x*t.x+t.y*t.y);if(this.sphere){var c=2*Math.atan(h/(.5*this.a*this.k0));return e=this.long0,i=this.lat0,r&gt;=h?(t.x=e,t.y=i,t):(i=Math.asin(Math.cos(c)*this.sinlat0+t.y*Math.sin(c)*this.coslat0/h),e=u(Math.abs(this.coslat0)&lt;r?this.lat0&gt;0?this.long0+Math.atan2(t.x,-1*t.y):this.long0+Math.atan2(t.x,t.y):this.long0+Math.atan2(t.x*Math.sin(c),h*this.coslat0*Math.cos(c)-t.y*this.sinlat0*Math.sin(c))),t.x=e,t.y=i,t)}if(Math.abs(this.coslat0)&lt;=r){if(r&gt;=h)return i=this.lat0,e=this.long0,t.x=e,t.y=i,t;t.x*=this.con,t.y*=this.con,s=h*this.cons/(2*this.a*this.k0),i=this.con*l(this.e,s),e=this.con*u(this.con*this.long0+Math.atan2(t.x,-1*t.y))}else o=2*Math.atan(h*this.cosX0/(2*this.a*this.k0*this.ms1)),e=this.long0,r&gt;=h?a=this.X0:(a=Math.asin(Math.cos(o)*this.sinX0+t.y*Math.sin(o)*this.cosX0/h),e=u(this.long0+Math.atan2(t.x*Math.sin(o),h*this.cosX0*Math.cos(o)-t.y*this.sinX0*Math.sin(o)))),i=-1*l(this.e,Math.tan(.5*(n+a)));return t.x=e,t.y=i,t},i.names=["stere","Stereographic_South_Pole","Polar Stereographic (variant B)"]},{"../common/adjust_lon":24,"../common/msfnz":34,"../common/phi2z":35,"../common/sign":40,"../common/tsfnz":43}],81:[function(t,e,i){var n=t("./gauss"),r=t("../common/adjust_lon");i.init=function(){n.init.apply(this),this.rc&amp;&amp;(this.sinc0=Math.sin(this.phic0),this.cosc0=Math.cos(this.phic0),this.R2=2*this.rc,this.title||(this.title="Oblique Stereographic Alternative"))},i.forward=function(t){var e,i,s,o;return t.x=r(t.x-this.long0),n.forward.apply(this,[t]),e=Math.sin(t.y),i=Math.cos(t.y),s=Math.cos(t.x),o=this.k0*this.R2/(1+this.sinc0*e+this.cosc0*i*s),t.x=o*i*Math.sin(t.x),t.y=o*(this.cosc0*e-this.sinc0*i*s),t.x=this.a*t.x+this.x0,t.y=this.a*t.y+this.y0,t},i.inverse=function(t){var e,i,s,o,a;if(t.x=(t.x-this.x0)/this.a,t.y=(t.y-this.y0)/this.a,t.x/=this.k0,t.y/=this.k0,a=Math.sqrt(t.x*t.x+t.y*t.y)){var l=2*Math.atan2(a,this.R2);e=Math.sin(l),i=Math.cos(l),o=Math.asin(i*this.sinc0+t.y*e*this.cosc0/a),s=Math.atan2(t.x*e,a*this.cosc0*i-t.y*this.sinc0*e)}else o=this.phic0,s=0;return t.x=s,t.y=o,n.inverse.apply(this,[t]),t.x=r(t.x+this.long0),t},i.names=["Stereographic_North_Pole","Oblique_Stereographic","Polar_Stereographic","sterea","Oblique Stereographic Alternative"]},{"../common/adjust_lon":24,"./gauss":66}],82:[function(t,e,i){var n=t("../common/e0fn"),r=t("../common/e1fn"),s=t("../common/e2fn"),o=t("../common/e3fn"),a=t("../common/mlfn"),l=t("../common/adjust_lon"),u=Math.PI/2,h=1e-10,c=t("../common/sign"),p=t("../common/asinz");i.init=function(){this.e0=n(this.es),this.e1=r(this.es),this.e2=s(this.es),this.e3=o(this.es),this.ml0=this.a*a(this.e0,this.e1,this.e2,this.e3,this.lat0)},i.forward=function(t){var e,i,n,r=t.x,s=t.y,o=l(r-this.long0),u=Math.sin(s),h=Math.cos(s);if(this.sphere){var c=h*Math.sin(o);if(Math.abs(Math.abs(c)-1)&lt;1e-10)return 93;i=.5*this.a*this.k0*Math.log((1+c)/(1-c)),e=Math.acos(h*Math.cos(o)/Math.sqrt(1-c*c)),0&gt;s&amp;&amp;(e=-e),n=this.a*this.k0*(e-this.lat0)}else{var p=h*o,d=Math.pow(p,2),f=this.ep2*Math.pow(h,2),g=Math.tan(s),m=Math.pow(g,2);e=1-this.es*Math.pow(u,2);var _=this.a/Math.sqrt(e),v=this.a*a(this.e0,this.e1,this.e2,this.e3,s);i=this.k0*_*p*(1+d/6*(1-m+f+d/20*(5-18*m+Math.pow(m,2)+72*f-58*this.ep2)))+this.x0,n=this.k0*(v-this.ml0+_*g*(d*(.5+d/24*(5-m+9*f+4*Math.pow(f,2)+d/30*(61-58*m+Math.pow(m,2)+600*f-330*this.ep2)))))+this.y0}return t.x=i,t.y=n,t},i.inverse=function(t){var e,i,n,r,s,o,a=6;if(this.sphere){var d=Math.exp(t.x/(this.a*this.k0)),f=.5*(d-1/d),g=this.lat0+t.y/(this.a*this.k0),m=Math.cos(g);e=Math.sqrt((1-m*m)/(1+f*f)),s=p(e),0&gt;g&amp;&amp;(s=-s),o=0===f&amp;&amp;0===m?this.long0:l(Math.atan2(f,m)+this.long0)}else{var _=t.x-this.x0,v=t.y-this.y0;for(e=(this.ml0+v/this.k0)/this.a,i=e,r=0;!0&amp;&amp;(n=(e+this.e1*Math.sin(2*i)-this.e2*Math.sin(4*i)+this.e3*Math.sin(6*i))/this.e0-i,i+=n,!(Math.abs(n)&lt;=h));r++)if(r&gt;=a)return 95;if(Math.abs(i)&lt;u){var y=Math.sin(i),b=Math.cos(i),w=Math.tan(i),x=this.ep2*Math.pow(b,2),k=Math.pow(x,2),M=Math.pow(w,2),C=Math.pow(M,2);e=1-this.es*Math.pow(y,2);var D=this.a/Math.sqrt(e),T=D*(1-this.es)/e,S=_/(D*this.k0),A=Math.pow(S,2);s=i-D*w*A/T*(.5-A/24*(5+3*M+10*x-4*k-9*this.ep2-A/30*(61+90*M+298*x+45*C-252*this.ep2-3*k))),o=l(this.long0+S*(1-A/6*(1+2*M+x-A/20*(5-2*x+28*M-3*k+8*this.ep2+24*C)))/b)}else s=u*c(v),o=this.long0}return t.x=o,t.y=s,t},i.names=["Transverse_Mercator","Transverse Mercator","tmerc"]},{"../common/adjust_lon":24,"../common/asinz":25,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/mlfn":33,"../common/sign":40}],83:[function(t,e,i){var n=.017453292519943295,r=t("./tmerc");i.dependsOn="tmerc",i.init=function(){this.zone&amp;&amp;(this.lat0=0,this.long0=(6*Math.abs(this.zone)-183)*n,this.x0=5e5,this.y0=this.utmSouth?1e7:0,this.k0=.9996,r.init.apply(this),this.forward=r.forward,this.inverse=r.inverse)},i.names=["Universal Transverse Mercator System","utm"]},{"./tmerc":82}],84:[function(t,e,i){var n=t("../common/adjust_lon"),r=Math.PI/2,s=1e-10,o=t("../common/asinz");i.init=function(){this.R=this.a},i.forward=function(t){var e,i,a=t.x,l=t.y,u=n(a-this.long0);Math.abs(l)&lt;=s&amp;&amp;(e=this.x0+this.R*u,i=this.y0);var h=o(2*Math.abs(l/Math.PI));(Math.abs(u)&lt;=s||Math.abs(Math.abs(l)-r)&lt;=s)&amp;&amp;(e=this.x0,i=l&gt;=0?this.y0+Math.PI*this.R*Math.tan(.5*h):this.y0+Math.PI*this.R*-Math.tan(.5*h));var c=.5*Math.abs(Math.PI/u-u/Math.PI),p=c*c,d=Math.sin(h),f=Math.cos(h),g=f/(d+f-1),m=g*g,_=g*(2/d-1),v=_*_,y=Math.PI*this.R*(c*(g-v)+Math.sqrt(p*(g-v)*(g-v)-(v+p)*(m-v)))/(v+p);0&gt;u&amp;&amp;(y=-y),e=this.x0+y;var b=p+g;return y=Math.PI*this.R*(_*b-c*Math.sqrt((v+p)*(p+1)-b*b))/(v+p),i=l&gt;=0?this.y0+y:this.y0-y,t.x=e,t.y=i,t},i.inverse=function(t){var e,i,r,o,a,l,u,h,c,p,d,f,g;return t.x-=this.x0,t.y-=this.y0,d=Math.PI*this.R,r=t.x/d,o=t.y/d,a=r*r+o*o,l=-Math.abs(o)*(1+a),u=l-2*o*o+r*r,h=-2*l+1+2*o*o+a*a,g=o*o/h+(2*u*u*u/h/h/h-9*l*u/h/h)/27,c=(l-u*u/3/h)/h,p=2*Math.sqrt(-c/3),d=3*g/c/p,Math.abs(d)&gt;1&amp;&amp;(d=d&gt;=0?1:-1),f=Math.acos(d)/3,i=t.y&gt;=0?(-p*Math.cos(f+Math.PI/3)-u/3/h)*Math.PI:-(-p*Math.cos(f+Math.PI/3)-u/3/h)*Math.PI,e=Math.abs(r)&lt;s?this.long0:n(this.long0+Math.PI*(a-1+Math.sqrt(1+2*(r*r-o*o)+a*a))/2/r),t.x=e,t.y=i,t},i.names=["Van_der_Grinten_I","VanDerGrinten","vandg"]},{"../common/adjust_lon":24,"../common/asinz":25}],85:[function(t,e,i){var n=.017453292519943295,r=57.29577951308232,s=1,o=2,a=t("./datum_transform"),l=t("./adjust_axis"),u=t("./Proj"),h=t("./common/toPoint");e.exports=function c(t,e,i){function p(t,e){return(t.datum.datum_type===s||t.datum.datum_type===o)&amp;&amp;"WGS84"!==e.datumCode}var d;return Array.isArray(i)&amp;&amp;(i=h(i)),t.datum&amp;&amp;e.datum&amp;&amp;(p(t,e)||p(e,t))&amp;&amp;(d=new u("WGS84"),c(t,d,i),t=d),"enu"!==t.axis&amp;&amp;l(t,!1,i),"longlat"===t.projName?(i.x*=n,i.y*=n):(t.to_meter&amp;&amp;(i.x*=t.to_meter,i.y*=t.to_meter),t.inverse(i)),t.from_greenwich&amp;&amp;(i.x+=t.from_greenwich),i=a(t.datum,e.datum,i),e.from_greenwich&amp;&amp;(i.x-=e.from_greenwich),"longlat"===e.projName?(i.x*=r,i.y*=r):(e.forward(i),e.to_meter&amp;&amp;(i.x/=e.to_meter,i.y/=e.to_meter)),"enu"!==e.axis&amp;&amp;l(e,!0,i),i}},{"./Proj":21,"./adjust_axis":22,"./common/toPoint":42,"./datum_transform":50}],86:[function(t,e,i){function n(t,e,i){t[e]=i.map(function(t){var e={};return r(t,e),e}).reduce(function(t,e){return u(t,e)},{})}function r(t,e){var i;return Array.isArray(t)?(i=t.shift(),"PARAMETER"===i&amp;&amp;(i=t.shift()),1===t.length?Array.isArray(t[0])?(e[i]={},r(t[0],e[i])):e[i]=t[0]:t.length?"TOWGS84"===i?e[i]=t:(e[i]={},["UNIT","PRIMEM","VERT_DATUM"].indexOf(i)&gt;-1?(e[i]={name:t[0].toLowerCase(),convert:t[1]},3===t.length&amp;&amp;(e[i].auth=t[2])):"SPHEROID"===i?(e[i]={name:t[0],a:t[1],rf:t[2]},4===t.length&amp;&amp;(e[i].auth=t[3])):["GEOGCS","GEOCCS","DATUM","VERT_CS","COMPD_CS","LOCAL_CS","FITTED_CS","LOCAL_DATUM"].indexOf(i)&gt;-1?(t[0]=["name",t[0]],n(e,i,t)):t.every(function(t){return Array.isArray(t)})?n(e,i,t):r(t,e[i])):e[i]=!0,void 0):void(e[t]=!0)}function s(t,e){var i=e[0],n=e[1];!(i in t)&amp;&amp;n in t&amp;&amp;(t[i]=t[n],3===e.length&amp;&amp;(t[i]=e[2](t[i])))}function o(t){return t*l}function a(t){function e(e){var i=t.to_meter||1;return parseFloat(e,10)*i}"GEOGCS"===t.type?t.projName="longlat":"LOCAL_CS"===t.type?(t.projName="identity",t.local=!0):"object"==typeof t.PROJECTION?t.projName=Object.keys(t.PROJECTION)[0]:t.projName=t.PROJECTION,t.UNIT&amp;&amp;(t.units=t.UNIT.name.toLowerCase(),"metre"===t.units&amp;&amp;(t.units="meter"),t.UNIT.convert&amp;&amp;(t.to_meter=parseFloat(t.UNIT.convert,10))),t.GEOGCS&amp;&amp;(t.GEOGCS.DATUM?t.datumCode=t.GEOGCS.DATUM.name.toLowerCase():t.datumCode=t.GEOGCS.name.toLowerCase(),"d_"===t.datumCode.slice(0,2)&amp;&amp;(t.datumCode=t.datumCode.slice(2)),("new_zealand_geodetic_datum_1949"===t.datumCode||"new_zealand_1949"===t.datumCode)&amp;&amp;(t.datumCode="nzgd49"),"wgs_1984"===t.datumCode&amp;&amp;("Mercator_Auxiliary_Sphere"===t.PROJECTION&amp;&amp;(t.sphere=!0),t.datumCode="wgs84"),"_ferro"===t.datumCode.slice(-6)&amp;&amp;(t.datumCode=t.datumCode.slice(0,-6)),"_jakarta"===t.datumCode.slice(-8)&amp;&amp;(t.datumCode=t.datumCode.slice(0,-8)),~t.datumCode.indexOf("belge")&amp;&amp;(t.datumCode="rnb72"),t.GEOGCS.DATUM&amp;&amp;t.GEOGCS.DATUM.SPHEROID&amp;&amp;(t.ellps=t.GEOGCS.DATUM.SPHEROID.name.replace("_19","").replace(/[Cc]larke\_18/,"clrk"),"international"===t.ellps.toLowerCase().slice(0,13)&amp;&amp;(t.ellps="intl"),t.a=t.GEOGCS.DATUM.SPHEROID.a,t.rf=parseFloat(t.GEOGCS.DATUM.SPHEROID.rf,10)),~t.datumCode.indexOf("osgb_1936")&amp;&amp;(t.datumCode="osgb36")),t.b&amp;&amp;!isFinite(t.b)&amp;&amp;(t.b=t.a);var i=function(e){return s(t,e)},n=[["standard_parallel_1","Standard_Parallel_1"],["standard_parallel_2","Standard_Parallel_2"],["false_easting","False_Easting"],["false_northing","False_Northing"],["central_meridian","Central_Meridian"],["latitude_of_origin","Latitude_Of_Origin"],["latitude_of_origin","Central_Parallel"],["scale_factor","Scale_Factor"],["k0","scale_factor"],["latitude_of_center","Latitude_of_center"],["lat0","latitude_of_center",o],["longitude_of_center","Longitude_Of_Center"],["longc","longitude_of_center",o],["x0","false_easting",e],["y0","false_northing",e],["long0","central_meridian",o],["lat0","latitude_of_origin",o],["lat0","standard_parallel_1",o],["lat1","standard_parallel_1",o],["lat2","standard_parallel_2",o],["alpha","azimuth",o],["srsCode","name"]];n.forEach(i),t.long0||!t.longc||"Albers_Conic_Equal_Area"!==t.projName&amp;&amp;"Lambert_Azimuthal_Equal_Area"!==t.projName||(t.long0=t.longc),t.lat_ts||!t.lat1||"Stereographic_South_Pole"!==t.projName&amp;&amp;"Polar Stereographic (variant B)"!==t.projName||(t.lat0=o(t.lat1&gt;0?90:-90),t.lat_ts=t.lat1)}var l=.017453292519943295,u=t("./extend");e.exports=function(t,e){var i=JSON.parse((","+t).replace(/\s*\,\s*([A-Z_0-9]+?)(\[)/g,',["$1",').slice(1).replace(/\s*\,\s*([A-Z_0-9]+?)\]/g,',"$1"]').replace(/,\["VERTCS".+/,"")),n=i.shift(),s=i.shift();i.unshift(["name",s]),i.unshift(["type",n]),i.unshift("output");var o={};return r(i,o),a(o.output),u(e,o.output)}},{"./extend":53}],87:[function(t,e,i){function n(t){return t*(Math.PI/180)}function r(t){return 180*(t/Math.PI)}function s(t){var e,i,r,s,o,l,u,h,c,p=t.lat,d=t.lon,f=6378137,g=.00669438,m=.9996,_=n(p),v=n(d);c=Math.floor((d+180)/6)+1,180===d&amp;&amp;(c=60),p&gt;=56&amp;&amp;64&gt;p&amp;&amp;d&gt;=3&amp;&amp;12&gt;d&amp;&amp;(c=32),p&gt;=72&amp;&amp;84&gt;p&amp;&amp;(d&gt;=0&amp;&amp;9&gt;d?c=31:d&gt;=9&amp;&amp;21&gt;d?c=33:d&gt;=21&amp;&amp;33&gt;d?c=35:d&gt;=33&amp;&amp;42&gt;d&amp;&amp;(c=37)),e=6*(c-1)-180+3,h=n(e),i=g/(1-g),r=f/Math.sqrt(1-g*Math.sin(_)*Math.sin(_)),s=Math.tan(_)*Math.tan(_),o=i*Math.cos(_)*Math.cos(_),l=Math.cos(_)*(v-h),u=f*((1-g/4-3*g*g/64-5*g*g*g/256)*_-(3*g/8+3*g*g/32+45*g*g*g/1024)*Math.sin(2*_)+(15*g*g/256+45*g*g*g/1024)*Math.sin(4*_)-35*g*g*g/3072*Math.sin(6*_));var y=m*r*(l+(1-s+o)*l*l*l/6+(5-18*s+s*s+72*o-58*i)*l*l*l*l*l/120)+5e5,b=m*(u+r*Math.tan(_)*(l*l/2+(5-s+9*o+4*o*o)*l*l*l*l/24+(61-58*s+s*s+600*o-330*i)*l*l*l*l*l*l/720));return 0&gt;p&amp;&amp;(b+=1e7),{northing:Math.round(b),easting:Math.round(y),zoneNumber:c,zoneLetter:a(p)}}function o(t){var 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$.getScript("http://opengeoscience.github.io/geojs/lib/d3.v3.min.js",function(){return $.getScript("http://opengeoscience.github.io/geojs/lib/proj4.js",function(){return $.getScript("http://opengeoscience.github.io/geojs/lib/vgl.js",function(){return $.getScript("http://opengeoscience.github.io/geojs/lib/geo.js",function(){return t()})})})})})},e.prototype._map_hook=function(t,e){var i,n,r,s;return n=e[0],r=e[1],s=e[2],i=e[3],this.canvas_view.map_div.attr("style","top: "+r+"px; left: "+n+"px;"),this.canvas_view.map_div.width(s+"px").height(i+"px")},e.prototype._paint_empty=function(t,e){var i,n,r,s,o,a;return o=this.canvas.get("width"),s=this.canvas.get("height"),r=e[0],a=e[1],n=e[2],i=e[3],t.clearRect(0,0,o,s),t.beginPath(),t.moveTo(0,0),t.lineTo(0,s),t.lineTo(o,s),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(r,a),t.lineTo(r+n,a),t.lineTo(r+n,a+i),t.lineTo(r,a+i),t.lineTo(r,a),t.closePath(),t.fillStyle=this.mget("border_fill"),t.fill()},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type="GeoJSPlot",e.prototype.default_view=r,e.prototype.initialize=function(t,i){return this.use_map=!0,e.__super__.initialize.call(this,t,i)},e.prototype.parent_properties=["border_fill","min_border","min_border_top","min_border_bottom","min_border_left","min_border_right"],e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{title:"GeoJSPlot"})},e.prototype.display_defaults=function(){return a.extend({},e.__super__.display_defaults.call(this),{border_fill:"#fff"})},e}(s.Model),e.exports={Model:n,View:r}},{"./plot":121,"./solver":131,underscore:92}],112:[function(t,e,i){var n,r,s,o,a,l,u,h=function(t,e){return function(){return t.apply(e,arguments)}},c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new 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r=this.getProjectedBounds(),e=r[0],t=r[1],n=r[2],i=r[3],this.x_range.set({start:e,end:t,silent:!0}),this.y_range.set({start:n,end:i,silent:!0})},e.prototype.update_range=function(t){var i,n,r,s,o,a,l,u;if(this.pause(),(null!=t.sdx||null!=t.sdy)&amp;&amp;(this.map.panBy(t.sdx,t.sdy),e.__super__.update_range.call(this,t)),null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,e.__super__.update_range.call(this,t),u=t.factor&lt;0?-1:1,n=this.map.getZoom(),i=n+u,i&gt;=2&amp;&amp;(this.map.setZoom(i),l=this.getProjectedBounds(),s=l[0],r=l[1],a=l[2],o=l[3],0&gt;r-s&amp;&amp;this.map.setZoom(n)),this.setRanges()}return this.unpause()},e.prototype.bind_bokeh_events=function(){var t,i,n,r,s,o;return e.__super__.bind_bokeh_events.call(this),o=this.frame.get("width"),i=this.frame.get("height"),n=this.canvas.vx_to_sx(this.frame.get("left")),s=this.canvas.vy_to_sy(this.frame.get("top")),this.canvas_view.map_div.attr("style","top: "+s+"px; left: "+n+"px; position: absolute"),this.canvas_view.map_div.attr("style","width:"+o+"px;"),this.canvas_view.map_div.attr("style","height:"+i+"px;"),this.canvas_view.map_div.width(o+"px").height(i+"px"),this.initial_zoom=this.mget("map_options").zoom,t=function(t){return function(){var e,i,n,r;return n=window.google.maps,i={satellite:n.MapTypeId.SATELLITE,terrain:n.MapTypeId.TERRAIN,roadmap:n.MapTypeId.ROADMAP,hybrid:n.MapTypeId.HYBRID},r=t.mget("map_options"),e={center:new n.LatLng(r.lat,r.lng),zoom:r.zoom,disableDefaultUI:!0,mapTypeId:i[r.map_type]},null!=r.styles&amp;&amp;(e.styles=JSON.parse(r.styles)),t.map=new n.Map(t.canvas_view.map_div[0],e),n.event.addListenerOnce(t.map,"idle",t.setRanges)}}(this),null==window._bokeh_gmap_loads&amp;&amp;(window._bokeh_gmap_loads=[]),null!=window.google&amp;&amp;null!=window.google.maps?a.defer(t):null!=window._bokeh_gmap_callback?window._bokeh_gmap_loads.push(t):(window._bokeh_gmap_loads.push(t),window._bokeh_gmap_callback=function(){return a.each(window._bokeh_gmap_loads,a.defer)},r=document.createElement("script"),r.type="text/javascript",r.src="https://maps.googleapis.com/maps/api/js?v=3&amp;callback=_bokeh_gmap_callback",document.body.appendChild(r))},e.prototype._map_hook=function(t,e){var i,n,r,s;return n=e[0],r=e[1],s=e[2],i=e[3],this.canvas_view.map_div.attr("style","top: "+r+"px; left: "+n+"px;"),this.canvas_view.map_div.width(s+"px").height(i+"px")},e.prototype._paint_empty=function(t,e){var i,n,r,s,o,a;return o=this.canvas.get("width"),s=this.canvas.get("height"),r=e[0],a=e[1],n=e[2],i=e[3],t.clearRect(0,0,o,s),t.beginPath(),t.moveTo(0,0),t.lineTo(0,s),t.lineTo(o,s),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(r,a),t.lineTo(r+n,a),t.lineTo(r+n,a+i),t.lineTo(r,a+i),t.lineTo(r,a),t.closePath(),t.fillStyle=this.mget("border_fill"),t.fill()},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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e.__super__.initialize.call(this,t,i),this.setup_layout_properties(),this.listenTo(this,"change:viewstates",this.setup_layout_properties),n=function(t){return function(){return d.reduce(t.get("layout_heights"),function(t,e){return t+e},0)}}(this),this.register_property("height",n,!1),this.add_dependencies("height",this,"layout_heights"),r=function(t){return function(){return d.reduce(t.get("layout_widths"),function(t,e){return t+e},0)}}(this),this.register_property("width",r,!1),this.add_dependencies("width",this,"layout_widths")},e.prototype.position_child_x=function(t,e){return t},e.prototype.position_child_y=function(t,e){return this.get("height")-t-e},e.prototype.maxdim=function(t,e){return 0===e.length?0:d.max(d.map(e,function(e){return null!=e?e.get(t):0}))},e.prototype.layout_heights=function(){var t,e;return e=function(){var e,i,n,r;for(n=this.get("viewstates"),r=[],e=0,i=n.length;i&gt;e;e++)t=n[e],r.push(this.maxdim("height",t));return r}.call(this)},e.prototype.layout_widths=function(){var t,e,i,n,r,s;return r=this.get("viewstates")[0].length,i=function(){var t,e,i,o;for(i=d.range(r),o=[],t=0,e=i.length;e&gt;t;t++)n=i[t],o.push(function(){var t,e,i,r;for(i=this.get("viewstates"),r=[],t=0,e=i.length;e&gt;t;t++)s=i[t],r.push(s[n]);return r}.call(this));return o}.call(this),e=function(){var e,n,r;for(r=[],e=0,n=i.length;n&gt;e;e++)t=i[e],r.push(this.maxdim("width",t));return r}.call(this)},e.prototype.defaults=function(){return d.extend({},e.__super__.defaults.call(this),{viewstates:[[]],border_space:0})},e}(h),a=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return _(e,t),e.prototype.className="",e.prototype.template=m,e.prototype.initialize=function(t){var i,n;return e.__super__.initialize.call(this,t),this.viewstate=new u,this.child_views={},this.build_children(),this.bind_bokeh_events(),this.$el.html(this.template()),i=this.mget("toolbar_location"),null!=i&amp;&amp;(n=".bk-plot-"+i,g.debug("attaching toolbar to "+n+" for plot "+this.model.id),this.tm_view=new c.View({model:this.mget("tool_manager"),el:this.$(n)})),this.render(),this},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,"change:children",this.build_children),this.listenTo(this.model,"change",this.render),this.listenTo(this.viewstate,"change",this.render),this.listenTo(this.model,"destroy",this.remove)},e.prototype.build_children=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,g,m,_,v,y;for(t=[],p=this.mget("children"),e=0,s=p.length;s&gt;e;e++)for(_=p[e],i=0,o=_.length;o&gt;i;i++)c=_[i],null!=c&amp;&amp;(c.set("toolbar_location",null),t.push(c));for(f(this.child_views,t,{}),v=[],d=this.mget("children"),n=0,a=d.length;a&gt;n;n++){for(_=d[n],y=[],r=0,l=_.length;l&gt;r;r++)c=_[r],null!=c&amp;&amp;y.push(this.child_views[c.id].canvas);v.push(y)}for(this.viewstate.set("viewstates",v),g=this.mget("children"),m=[],h=0,u=g.length;u&gt;h;h++)_=g[h],m.push(function(){var t,e,i;for(i=[],e=0,t=_.length;t&gt;e;e++)c=_[e],null!=c&amp;&amp;i.push(this.listenTo(c.solver,"layout_update",this.render));return i}.call(this));return m},e.prototype.render=function(){var t,i,r,s,o,a,l,u,h,p,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I;for(e.__super__.render.call(this),y=d.values(this.child_views),a=0,p=y.length;p&gt;a;a++)T=y[a],T.$el.detach();for(s=n("&lt;div 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t+e},D=d.reduce(k,t,0),o=D,S=d.reduce(r,t,0),s.attr("style","position:relative; height:"+o+"px;width:"+S+"px")},e}(s),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return _(e,t),e.prototype.type="GridPlot",e.prototype.default_view=a,e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("tool_manager",function(){var t,e,i,n,r;for(t=[],r=d.flatten(this.get("children")),e=0,i=r.length;i&gt;e;e++)n=r[e],null!=n&amp;&amp;t.push(n);return new l({tool_managers:function(){var e,i,r;for(r=[],e=0,i=t.length;i&gt;e;e++)n=t[e],r.push(n.get("tool_manager"));return r}(),toolbar_location:this.get("toolbar_location"),num_plots:t.length})},!0)},e.prototype.defaults=function(){return 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this.canvas.default_view({model:this.canvas}),this.$(".bk-plot-canvas-wrapper").append(this.canvas_view.el),this.canvas_view.render(),(this.mget("webgl")||window.location.search.indexOf("webgl=1")&gt;0)&amp;&amp;-1===window.location.search.indexOf("webgl=0")&amp;&amp;this.init_webgl(),this.throttled_render=T.throttle_animation(this.render,15),this.outline_props=new S.Line({obj:this.model,prefix:"outline_"}),this.title_props=new S.Text({obj:this.model,prefix:"title_"}),this.renderers={},this.tools={},this.levels={},a=T.LEVELS,r=0,s=a.length;s&gt;r;r++)o=a[r],this.levels[o]={};this.build_levels(),this.bind_bokeh_events(),this.model.add_constraints(this.canvas.solver),this.listenTo(this.canvas.solver,"layout_update",this.request_render),this.ui_event_bus=new b({tool_manager:this.mget("tool_manager"),hit_area:this.canvas_view.$el}),l=this.tools;for(i in l)h=l[i],this.ui_event_bus.register_tool(h);return c=this.mget("toolbar_location"),null!=c&amp;&amp;(p=".bk-plot-"+c,C.debug("attaching toolbar to "+p+" for plot "+this.model.id),this.tm_view=new y.View({model:this.mget("tool_manager"),el:this.$(p)})),this.update_dataranges(),this.mget("responsive")&amp;&amp;(u=w.throttle(this.resize,100),n(window).on("resize",u),n(this.resize)),this.unpause(),C.debug("PlotView initialized"),this},e.prototype.init_webgl=function(){var t,e;return t=k,null==t&amp;&amp;(k=t=document.createElement("canvas"),e={premultipliedAlpha:!0},t.gl=t.getContext("webgl",e)||t.getContext("experimental-webgl",e)),null!=t.gl?this.canvas_view.ctx.glcanvas=t:C.warn("WebGL is not supported, falling back to 2D canvas.")},e.prototype.update_dataranges=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,f;i=this.model.get("frame"),e={},l=this.renderers;for(r in l)p=l[r],t=null!=(u=p.glyph)&amp;&amp;"function"==typeof u.bounds?u.bounds():void 0,null!=t&amp;&amp;(e[r]=t);for(h=w.values(i.get("x_ranges")),n=0,o=h.length;o&gt;n;n++)d=h[n],"function"==typeof d.update&amp;&amp;d.update(e,0,this);for(c=w.values(i.get("y_ranges")),s=0,a=c.length;a&gt;s;s++)f=c[s],"function"==typeof f.update&amp;&amp;f.update(e,1,this);return this.range_update_timestamp=Date.now()},e.prototype.map_to_screen=function(t,e,i,n){return null==i&amp;&amp;(i="default"),null==n&amp;&amp;(n="default"),this.frame.map_to_screen(t,e,this.canvas,i,n)},e.prototype.update_range=function(t){var e,i,n,r,s,o;null==t&amp;&amp;(t=this.initial_range_info),this.pause(),i=this.frame.get("x_ranges");for(e in i)o=i[e],(o.get("start")!==t.xrs[e].start||o.get("end")!==t.xrs[e].end)&amp;&amp;(o.set(t.xrs[e]),null!=(n=o.get("callback"))&amp;&amp;n.execute(this.model));r=this.frame.get("y_ranges");for(e in r)o=r[e],(o.get("start")!==t.yrs[e].start||o.get("end")!==t.yrs[e].end)&amp;&amp;(o.set(t.yrs[e]),null!=(s=o.get("callback"))&amp;&amp;s.execute(this.model));return this.unpause()},e.prototype.build_levels=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d;for(l=w.keys(this.renderers),d=x(this.renderers,this.mget("renderers"),this.view_options()),u=w.difference(l,w.pluck(this.mget("renderers"),"id")),e=0,n=u.length;n&gt;e;e++)t=u[e],delete this.levels.glyph[t];for(c=x(this.tools,this.mget("tools"),this.view_options()),i=0,r=d.length;r&gt;i;i++)p=d[i],o=p.mget("level"),this.levels[o][p.model.id]=p,p.bind_bokeh_events();for(a=0,s=c.length;s&gt;a;a++)h=c[a],o=h.mget("level"),this.levels[o][h.model.id]=h,h.bind_bokeh_events();return this},e.prototype.bind_bokeh_events=function(){var t,e,i,n;e=this.mget("frame").get("x_ranges");for(t in e)n=e[t],this.listenTo(n,"change",this.request_render);i=this.mget("frame").get("y_ranges");for(t in i)n=i[t],this.listenTo(n,"change",this.request_render);return this.listenTo(this.model,"change:renderers",this.build_levels),this.listenTo(this.model,"change:tool",this.build_levels),this.listenTo(this.model,"change",this.request_render),this.listenTo(this.model,"destroy",function(t){return function(){return t.remove()}}(this))},e.prototype.set_initial_range=function(){var t,e,i,n,r,s,o;t=!0,s={},i=this.frame.get("x_ranges");for(e in i){if(r=i[e],null==r.get("start")||null==r.get("end")||w.isNaN(r.get("start")+r.get("end"))){t=!1;break}s[e]={start:r.get("start"),end:r.get("end")}}if(t){o={},n=this.frame.get("y_ranges");for(e in n){if(r=n[e],null==r.get("start")||null==r.get("end")||w.isNaN(r.get("start")+r.get("end"))){t=!1;break}o[e]={start:r.get("start"),end:r.get("end")}}}return t?(this.initial_range_info={xrs:s,yrs:o},C.debug("initial ranges set")):C.warn("could not set initial ranges")},e.prototype.render=function(t){var i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,D,T;null==t&amp;&amp;(t=!1),C.trace("Plot.render(force_canvas="+t+")"),Date.now()-this.interactive_timestamp&lt;this.mget("lod_interval")?(this.interactive=!0,f=this.mget("lod_timeout"),setTimeout(function(t){return function(){return t.interactive&amp;&amp;Date.now()-t.interactive_timestamp&gt;f&amp;&amp;(t.interactive=!1),t.request_render()}}(this),f)):this.interactive=!1,T=this.mget("plot_width"),l=this.mget("plot_height"),(this.canvas.get("canvas_width")!==T||this.canvas.get("canvas_height")!==l)&amp;&amp;this.canvas._set_dims([T,l],M=!1),e.__super__.render.call(this),this.canvas_view.render(t),null!=this.tm_view&amp;&amp;this.tm_view.render(),n=this.canvas_view.ctx,s=this.model.get("frame"),i=this.model.get("canvas"),m=this.renderers;for(h in m)D=m[h],null!=D.model.update_layout&amp;&amp;D.model.update_layout(D,this.canvas.solver);_=this.renderers;for(h in _)if(D=_[h],D.set_data_timestamp&gt;(null!=this.range_update_timestamp)){this.update_dataranges();break}if(k=this.mget("title"),k&amp;&amp;(this.title_props.set_value(this.canvas_view.ctx),x=n.measureText(this.mget("title")).ascent+this.model.get("title_standoff"),x!==this.model.title_panel.get("height")&amp;&amp;this.model.title_panel.set("height",x)),this.model.get("frame").set("width",i.get("width")-1),this.model.get("frame").set("height",i.get("height")-1),this.canvas.solver.update_variables(!1),this.model.get("frame")._update_mappers(),o=[this.canvas.vx_to_sx(this.frame.get("left")),this.canvas.vy_to_sy(this.frame.get("top")),this.frame.get("width"),this.frame.get("height")],this._map_hook(n,o),this._paint_empty(n,o),n.glcanvas&amp;&amp;(n.glcanvas.width=this.canvas_view.canvas[0].width,n.glcanvas.height=this.canvas_view.canvas[0].height,a=n.glcanvas.gl,a.viewport(0,0,n.glcanvas.width,n.glcanvas.height),a.clearColor(0,0,0,0),a.clear(a.COLOR_BUFFER_BIT||a.DEPTH_BUFFER_BIT),a.enable(a.SCISSOR_TEST),r=n.glcanvas.height-(o[1]+o[3]),a.scissor(o[0],r,o[2],o[3]),a.enable(a.BLEND),a.blendFuncSeparate(a.SRC_ALPHA,a.ONE_MINUS_SRC_ALPHA,a.ONE_MINUS_DST_ALPHA,a.ONE)),this.outline_props.do_stroke&amp;&amp;(this.outline_props.set_value(n),n.strokeRect.apply(n,o)),this._render_levels(n,["image","underlay","glyph","annotation"],o),n.glcanvas){for(v=["image","mozImage","webkitImage","msImage"],u=0,p=v.length;p&gt;u;u++)g=v[u],n[g+"SmoothingEnabled"]=!1;for(n.drawImage(n.glcanvas,.1,.1),y=["image","mozImage","webkitImage","msImage"],c=0,d=y.length;d&gt;c;c++)g=y[c],n[g+"SmoothingEnabled"]=!0;C.debug("drawing with WebGL")}return this._render_levels(n,["overlay","tool"]),k&amp;&amp;(b=this.canvas.vx_to_sx(this.canvas.get("width")/2),w=this.canvas.vy_to_sy(this.model.title_panel.get("bottom")+this.model.get("title_standoff")),this.title_props.set_value(n),n.fillText(k,b,w)),null==this.initial_range_info?this.set_initial_range():void 0},e.prototype.resize=function(){var t,e,i,n,r,s;return e=this.canvas.get("height"),i=this.canvas.get("width"),t=i/e,n=this.mget("min_size"),s=Math.max(this.el.clientWidth,n),r=parseInt(s/t),n&gt;r&amp;&amp;(r=100,s=r*t),this.canvas._set_dims([s,r]),null},e.prototype._render_levels=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m;for(t.save(),null!=i&amp;&amp;(t.beginPath(),t.rect.apply(t,i),t.clip(),t.beginPath()),r={},p=this.mget("renderers"),n=s=0,a=p.length;a&gt;s;n=++s)d=p[n],r[d.id]=n;for(m=function(t){return r[t.model.id]},o=0,l=e.length;l&gt;o;o++)for(h=e[o],g=w.sortBy(w.values(this.levels[h]),m),c=0,u=g.length;u&gt;c;c++)f=g[c],f.render();return t.restore()},e.prototype._map_hook=function(t,e){},e.prototype._paint_empty=function(t,e){return t.fillStyle=this.mget("border_fill"),t.fillRect(0,0,this.canvas_view.mget("canvas_width"),this.canvas_view.mget("canvas_height")),t.fillStyle=this.mget("background_fill"),t.fillRect.apply(t,e)},e}(l),m=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return P(e,t),e.prototype.type="Plot",e.prototype.default_view=_,e.prototype.initialize=function(t,i){var n,r,o,a,l,u,h,c,p,d,f,g,m,_,b;for(e.__super__.initialize.call(this,t,i),d=w.values(this.get("extra_x_ranges")).concat(this.get("x_range")),r=0,a=d.length;a&gt;r;r++)_=d[r],_=this.resolve_ref(_),c=_.get("plots"),w.isArray(c)&amp;&amp;(c=c.concat(this),_.set("plots",c));for(f=w.values(this.get("extra_y_ranges")).concat(this.get("y_range")),o=0,l=f.length;l&gt;o;o++)b=f[o],b=this.resolve_ref(b),c=b.get("plots"),w.isArray(c)&amp;&amp;(c=c.concat(this),b.set("plots",c));for(n=new s.Model({map:null!=(g=this.use_map)?g:!1,canvas_width:this.get("plot_width"),canvas_height:this.get("plot_height"),hidpi:this.get("hidpi"),solver:new v}),this.set("canvas",n),this.solver=n.get("solver"),m=this.get("renderers"),h=0,u=m.length;u&gt;h;h++)p=m[h],p.set("parent",this);return this.set("tool_manager",new y.Model({tools:this.get("tools"),toolbar_location:this.get("toolbar_location"),logo:this.get("logo")})),C.debug("Plot initialized")},e.prototype.initialize_layout=function(t){var e,i,n;return e=this.get("canvas"),n=new o.Model({x_range:this.get("x_range"),extra_x_ranges:this.get("extra_x_ranges"),x_mapper_type:this.get("x_mapper_type"),y_range:this.get("y_range"),extra_y_ranges:this.get("extra_y_ranges"),y_mapper_type:this.get("y_mapper_type"),solver:t}),this.set("frame",n),this.title_panel=new d.Model({solver:t}),this.title_panel._anchor=this.title_panel._bottom,i=this.get("above"),i.push(this.title_panel),this.set("above",i)},e.prototype.add_constraints=function(t){var e,i,n,r,s,o,l,p,g;return s=null!=(o=this.get("min_border_top"))?o:this.get("min_border"),i=null!=(l=this.get("min_border_bottom"))?l:this.get("min_border"),n=null!=(p=this.get("min_border_left"))?p:this.get("min_border"),r=null!=(g=this.get("min_border_right"))?g:this.get("min_border"),e=function(t){return function(e,i,n,r,s,o){var l,p,f,g,m,_,v,y,b,w,x,k;for(g=t.get("canvas"),_=t.get("frame"),l=new d.Model({solver:e}),p="_"+r[0],f="_"+r[1],e.add_constraint(new a(new h(l["_"+s],-i),c),M.Strength.strong),e.add_constraint(new a(new h(_[p],[-1,l[f]]),u)),e.add_constraint(new a(new h(l[p],[-1,g[p]]),u)),y=_,m=t.get(n),v=0,b=m.length;b&gt;v;v++)x=m[v],(null!=(k=x.get("location"))?k:!0)&amp;&amp;x.set("location",n,{silent:!0}),null!=x.initialize_layout&amp;&amp;x.initialize_layout(e),e.add_constraint(new a(new h(y[p],[-1,x[f]]),u),M.Strength.strong),y=x;return w=new d.Model({solver:e}),e.add_constraint(new a(new h(y[p],[-1,w[f]]),u),M.Strength.strong),e.add_constraint(new a(new h(w[p],[-1,g[p]]),u),M.Strength.strong)}}(this),e(t,s,"above",["top","bottom"],"height",f),e(t,i,"below",["bottom","top"],"height",c),e(t,n,"left",["left","right"],"width",c),e(t,r,"right",["right","left"],"width",f)},e.prototype.add_renderers=function(t){var e;return e=this.get("renderers"),e=e.concat(t),this.set("renderers",e)},e.prototype.parent_properties=["background_fill","border_fill","min_border","min_border_top","min_border_bottom","min_border_left","min_border_right"],e.prototype.defaults=function(){return w.extend({},e.__super__.defaults.call(this),{renderers:[],tools:[],h_symmetry:!0,v_symmetry:!1,x_mapper_type:"auto",y_mapper_type:"auto",plot_width:600,plot_height:600,title:"",above:[],below:[],left:[],right:[],toolbar_location:"above",logo:"normal",lod_factor:10,lod_interval:300,lod_threshold:2e3,lod_timeout:500,webgl:!1,responsive:!1,min_size:100})},e.prototype.display_defaults=function(){return w.extend({},e.__super__.display_defaults.call(this),{hidpi:!0,background_fill:"#fff",border_fill:"#fff",min_border:40,title_standoff:8,title_text_font:"helvetica",title_text_font_size:"20pt",title_text_font_style:"normal",title_text_color:"#444444",title_text_alpha:1,title_text_align:"center",title_text_baseline:"alphabetic",outline_line_color:"#aaaaaa",outline_line_width:1,outline_line_alpha:1,outline_line_join:"miter",outline_line_cap:"butt",outline_line_dash:[],outline_line_dash_offset:0})},e}(p),e.exports={Model:m,View:_}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./build_views":101,"./canvas":103,"./cartesian_frame":105,"./continuum_view":109,"./has_parent":114,"./layout_box":117,"./logging":119,"./plot_template":123,"./plot_utils":124,"./properties":126,"./solver":131,"./tool_manager":135,"./ui_events":137,backbone:2,jquery:18,kiwi:303,underscore:92}],122:[function(t,e,i){var n,r,s,o,a,l,u,h=function(t,e){return function(){return t.apply(e,arguments)}},c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;n=t("jquery"),l=t("underscore"),u=t("./build_views"),s=t("./has_parent"),r=t("./continuum_view"),a=function(t){function e(){return this.removeplot=h(this.removeplot,this),this.closeall=h(this.closeall,this),e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t){return this.views={},this.child_models=[],e.__super__.initialize.call(this,t),this.render()},e.prototype.delegateEvents=function(){return this.listenTo(this.model,"destroy",this.remove),this.listenTo(this.model,"change",this.render),e.__super__.delegateEvents.call(this)},e.prototype.build_children=function(){var t;return t=u(this.views,this.mget("children"),{}),window.pc_created_views=t,window.pc_views=this.views,null},e.prototype.size_textarea=function(t){var e;return e=n(t).height(0).prop("scrollHeight"),n(t).height(e)},e.prototype.closeall=function(t){return this.mset("children",[]),this.model.save()},e.prototype.removeplot=function(t){var e,i,r,s,o;return i=parseInt(n(t.currentTarget).parent().attr("data-plot_num")),r=this.mget("children")[i],s=this.views[r.get("id")],s.remove(),e=function(){var t,e,i,n;for(i=this.mget("children"),n=[],t=0,e=i.length;e&gt;t;t++)o=i[t],o.id!==s.model.id&amp;&amp;n.push(o);return n}.call(this),this.mset("children",e),this.model.save(),!1},e.prototype.render=function(){var t,i,r,s,o,a,u,h,c,d,f,g,m;e.__super__.render.call(this),this.build_children(),h=this.views;for(r in h)p.call(h,r)&amp;&amp;(g=h[r],g.$el.detach());for(this.$el.html(""),u=l.keys(this.views).length,f=[],d={},c=this.mget("children"),i=t=0,s=c.length;s&gt;t;i=++t)o=c[i],m=this.views[o.id],a=n("&lt;div class='jsp' data-plot_num='"+i+"'&gt;&lt;/div&gt;"),this.$el.append(a),a.append(m.el);return l.defer(function(t){return function(){var e,i,r,s,o;for(r=t.$el.find(".plottitle"),s=[],e=0,i=r.length;i&gt;e;e++)o=r[e],s.push(t.size_textarea(n(o)));return s}}(this)),null},e}(r),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.type="PlotContext",e.prototype.default_view=a,e.prototype.url=function(){return e.__super__.url.call(this)},e.prototype.defaults=function(){return l.extend({},e.__super__.defaults.call(this),{children:[]})},e}(s),e.exports={Model:o,View:a}},{"./build_views":101,"./continuum_view":109,"./has_parent":114,jquery:18,underscore:92}],123:[function(t,e,i){e.exports=function(t){t||(t={});var e,i=[],n=t.safe,r=t.escape;return e=t.safe=function(t){if(t&amp;&amp;t.ecoSafe)return t;("undefined"==typeof t||null==t)&amp;&amp;(t="");var e=new String(t);return e.ecoSafe=!0,e},r||(r=t.escape=function(t){return(""+t).replace(/&amp;/g,"&amp;amp;").replace(/&lt;/g,"&amp;lt;").replace(/&gt;/g,"&amp;gt;").replace(/"/g,"&amp;quot;")}),function(){(function(){i.push("&lt;div class='bk-plot-wrapper'&gt;\n &lt;table&gt;\n &lt;tr&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;td class='bk-plot-above'&gt;&lt;/td&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td class=\"bk-plot-left\"&gt;&lt;/td&gt;\n &lt;td class='bk-plot-canvas-wrapper'&gt;&lt;/td&gt;\n &lt;td class=\"bk-plot-right\"&gt;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;td class='bk-plot-below'&gt;&lt;/td&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n")}).call(this)}.call(t),t.safe=n,t.escape=r,i.join("")}},{}],124:[function(t,e,i){var n,r,s,o;n=["image","underlay","glyph","overlay","annotation","tool"],r=function(t){return t()},s=("undefined"!=typeof window&amp;&amp;null!==window?window.requestAnimationFrame:void 0)||("undefined"!=typeof window&amp;&amp;null!==window?window.mozRequestAnimationFrame:void 0)||("undefined"!=typeof window&amp;&amp;null!==window?window.webkitRequestAnimationFrame:void 0)||("undefined"!=typeof window&amp;&amp;null!==window?window.msRequestAnimationFrame:void 0)||r,o=function(t,e){var i,n,r,o,a,l,u,h;return l=[null,null,null,null],n=l[0],i=l[1],h=l[2],u=l[3],a=0,o=!1,r=function(){return a=new Date,h=null,o=!1,u=t.apply(n,i)},function(){var t,l;return t=new Date,l=e-(t-a),n=this,i=arguments,0&gt;=l&amp;&amp;!o?(clearTimeout(h),o=!0,s(r)):h||(h=setTimeout(function(){return s(r)},l)),u}},e.exports={LEVELS:n,throttle_animation:o}},{}],125:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},o={}.hasOwnProperty;n=t("./continuum_view"),r=function(t){function i(){return i.__super__.constructor.apply(this,arguments)}return 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window?window:{})},{backbone:2,kiwi:303,underscore:92}],132:[function(t,e,i){e.exports={indianred:"#CD5C5C",lightcoral:"#F08080",salmon:"#FA8072",darksalmon:"#E9967A",lightsalmon:"#FFA07A",crimson:"#DC143C",red:"#FF0000",firebrick:"#B22222",darkred:"#8B0000",pink:"#FFC0CB",lightpink:"#FFB6C1",hotpink:"#FF69B4",deeppink:"#FF1493",mediumvioletred:"#C71585",palevioletred:"#DB7093",coral:"#FF7F50",tomato:"#FF6347",orangered:"#FF4500",darkorange:"#FF8C00",orange:"#FFA500",gold:"#FFD700",yellow:"#FFFF00",lightyellow:"#FFFFE0",lemonchiffon:"#FFFACD",lightgoldenrodyellow:"#FAFAD2",papayawhip:"#FFEFD5",moccasin:"#FFE4B5",peachpuff:"#FFDAB9",palegoldenrod:"#EEE8AA",khaki:"#F0E68C",darkkhaki:"#BDB76B",lavender:"#E6E6FA",thistle:"#D8BFD8",plum:"#DDA0DD",violet:"#EE82EE",orchid:"#DA70D6",fuchsia:"#FF00FF",magenta:"#FF00FF",mediumorchid:"#BA55D3",mediumpurple:"#9370DB",blueviolet:"#8A2BE2",darkviolet:"#9400D3",darkorchid:"#9932CC",darkmagenta:"#8B008B",purple:"#800080",indigo:"#4B0082",slateblue:"#6A5ACD",darkslateblue:"#483D8B",mediumslateblue:"#7B68EE",greenyellow:"#ADFF2F",chartreuse:"#7FFF00",lawngreen:"#7CFC00",lime:"#00FF00",limegreen:"#32CD32",palegreen:"#98FB98",lightgreen:"#90EE90",mediumspringgreen:"#00FA9A",springgreen:"#00FF7F",mediumseagreen:"#3CB371",seagreen:"#2E8B57",forestgreen:"#228B22",green:"#008000",darkgreen:"#006400",yellowgreen:"#9ACD32",olivedrab:"#6B8E23",olive:"#808000",darkolivegreen:"#556B2F",mediumaquamarine:"#66CDAA",darkseagreen:"#8FBC8F",lightseagreen:"#20B2AA",darkcyan:"#008B8B",teal:"#008080",aqua:"#00FFFF",cyan:"#00FFFF",lightcyan:"#E0FFFF",paleturquoise:"#AFEEEE",aquamarine:"#7FFFD4",turquoise:"#40E0D0",mediumturquoise:"#48D1CC",darkturquoise:"#00CED1",cadetblue:"#5F9EA0",steelblue:"#4682B4",lightsteelblue:"#B0C4DE",powderblue:"#B0E0E6",lightblue:"#ADD8E6",skyblue:"#87CEEB",lightskyblue:"#87CEFA",deepskyblue:"#00BFFF",dodgerblue:"#1E90FF",cornflowerblue:"#6495ED",royalblue:"#4169E1",blue:"#0000FF",mediumblue:"#0000CD",darkblue:"#00008B",navy:"#000080",midnightblue:"#191970",cornsilk:"#FFF8DC",blanchedalmond:"#FFEBCD",bisque:"#FFE4C4",navajowhite:"#FFDEAD",wheat:"#F5DEB3",burlywood:"#DEB887",tan:"#D2B48C",rosybrown:"#BC8F8F",sandybrown:"#F4A460",goldenrod:"#DAA520",darkgoldenrod:"#B8860B",peru:"#CD853F",chocolate:"#D2691E",saddlebrown:"#8B4513",sienna:"#A0522D",brown:"#A52A2A",maroon:"#800000",white:"#FFFFFF",snow:"#FFFAFA",honeydew:"#F0FFF0",mintcream:"#F5FFFA",azure:"#F0FFFF",aliceblue:"#F0F8FF",ghostwhite:"#F8F8FF",whitesmoke:"#F5F5F5",seashell:"#FFF5EE",beige:"#F5F5DC",oldlace:"#FDF5E6",floralwhite:"#FFFAF0",ivory:"#FFFFF0",antiquewhite:"#FAEBD7",linen:"#FAF0E6",lavenderblush:"#FFF0F5",mistyrose:"#FFE4E1",gainsboro:"#DCDCDC",lightgrey:"#D3D3D3",silver:"#C0C0C0",darkgray:"#A9A9A9",darkgrey:"#A9A9A9",gray:"#808080",grey:"#808080",dimgray:"#696969",dimgrey:"#696969",lightslategray:"#778899",lightslategrey:"#778899",slategray:"#708090",darkslategray:"#2F4F4F",darkslategrey:"#2F4F4F",black:"#000000"}},{}],133:[function(t,e,i){var n,r,s;n=t("jquery"),r={},s=function(t){var e,i,s,o,a;if(null!=r[t])return r[t];a=n("&lt;span&gt;Hg&lt;/span&gt;").css({font:t}),e=n('&lt;div style="display: inline-block; width: 1px; height: 0px;"&gt; &lt;/div&gt;'),s=n("&lt;div&gt;&lt;/div&gt;"),s.append(a,e),i=n("body"),i.append(s);try{o={},e.css({verticalAlign:"baseline"}),o.ascent=e.offset().top-a.offset().top,e.css({verticalAlign:"bottom"}),o.height=e.offset().top-a.offset().top,o.descent=o.height-o.ascent}finally{s.remove()}return r[t]=o,o},e.exports={getTextHeight:s}},{jquery:18}],134:[function(t,e,i){var n,r,s,o=function(t,e){function i(){this.constructor=t}for(var n in e)a.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},a={}.hasOwnProperty;n=t("./has_properties"),s=t("./logging").logger,r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return o(e,t),e.prototype.type="ToolEvents",e}(n),e.exports={Model:r}},{"./has_properties":115,"./logging":119}],135:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m=function(t,e){function i(){this.constructor=t}for(var n in e)_.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},_={}.hasOwnProperty,v=function(t,e){return function(){return t.apply(e,arguments)}};d=t("underscore"),n=t("jquery"),r=null!=i._bokehTest?void 0:t("bootstrap/dropdown"),o=t("backbone"),s=t("../tool/actions/action_tool"),u=t("../tool/actions/help_tool"),a=t("../tool/gestures/gesture_tool"),h=t("../tool/inspectors/inspect_tool"),f=t("./logging").logger,g=t("./toolbar_template"),l=t("./has_properties"),p=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.template=g,e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.listenTo(this.model,"change",this.render),this.render()},e.prototype.render=function(){var t,e,i,r,o,l;this.$el.html(this.template(this.model.attributes)),this.$el.addClass("bk-sidebar"),this.$el.addClass("bk-toolbar-active"),e=this.$(".bk-button-bar-list"),o=this.model.get("inspectors"),e=this.$(".bk-bs-dropdown[type='inspectors']"),0===o.length?e.hide():(t=n('&lt;a href="#" data-bk-bs-toggle="dropdown" class="bk-bs-dropdown-toggle"&gt;inspect &lt;span class="bk-bs-caret"&gt;&lt;/a&gt;'),t.appendTo(e),l=n('&lt;ul class="bk-bs-dropdown-menu" /&gt;'),d.each(o,function(t){var e;return e=n("&lt;li /&gt;"),e.append(new h.ListItemView({model:t}).el),e.appendTo(l)}),l.on("click",function(t){return t.stopPropagation()}),l.appendTo(e),t.dropdown()),e=this.$(".bk-button-bar-list[type='help']"),d.each(this.model.get("help"),function(t){return e.append(new s.ButtonView({model:t}).el)}),e=this.$(".bk-button-bar-list[type='actions']"),d.each(this.model.get("actions"),function(t){return e.append(new s.ButtonView({model:t}).el)}),r=this.model.get("gestures");for(i in r)e=this.$(".bk-button-bar-list[type='"+i+"']"),d.each(r[i].tools,function(t){return e.append(new a.ButtonView({model:t}).el)});return this},e}(o.View),c=function(t){function e(){return this._active_change=v(this._active_change,this),e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this._init_tools()},e.prototype._init_tools=function(){var t,e,i,n,r,o,l,c,p,g,m;for(i=this.get("gestures"),c=this.get("tools"),r=0,l=c.length;l&gt;r;r++)if(g=c[r],g instanceof h.Model)o=this.get("inspectors"),o.push(g),this.set("inspectors",o);else if(g instanceof u.Model)n=this.get("help"),n.push(g),this.set("help",n);else if(g instanceof s.Model)t=this.get("actions"),t.push(g),this.set("actions",t);else if(g instanceof a.Model){if(e=g.get("event_type"),!(e in i)){f.warn("ToolManager: unknown event type '"+e+"' for tool: "+g.type+" ("+g.id+")");continue}i[e].tools.push(g),this.listenTo(g,"change:active",d.bind(this._active_change,g))}p=[];for(e in i)m=i[e].tools,0!==m.length&amp;&amp;(i[e].tools=d.sortBy(m,function(t){return t.get("default_order")}),p.push(i[e].tools[0].set("active",!0)));return p},e.prototype._active_change=function(t){var e,i,n,r;return i=t.get("event_type"),(e=t.get("active"))?(n=this.get("gestures"),r=n[i].active,null!=r&amp;&amp;(f.debug("ToolManager: deactivating tool: "+r.type+" ("+r.id+") for event type '"+i+"'"),r.set("active",!1)),n[i].active=t,this.set("gestures",n),f.debug("ToolManager: activating tool: "+t.type+" ("+t.id+") for event type 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e.ecoSafe=!0,e},r||(r=t.escape=function(t){return(""+t).replace(/&amp;/g,"&amp;amp;").replace(/&lt;/g,"&amp;lt;").replace(/&gt;/g,"&amp;gt;").replace(/"/g,"&amp;quot;")}),function(){(function(){null!=this.logo&amp;&amp;"grey"===this.logo?i.push("\n &lt;a href='http://bokeh.pydata.org/' target='_blank' class='bk-logo bk-logo-small grey'&gt;&lt;/a&gt;\n"):null!=this.logo&amp;&amp;i.push("\n&lt;a href='http://bokeh.pydata.org/' target='_blank' class='bk-logo bk-logo-small'&gt;&lt;/a&gt;\n"),i.push("\n&lt;div class='bk-button-bar'&gt;\n &lt;ul class='bk-button-bar-list' type=\"pan\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"scroll\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"pinch\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"tap\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"press\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"rotate\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"actions\" /&gt;\n &lt;div class='bk-button-bar-list bk-bs-dropdown' type=\"inspectors\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"help\" /&gt;\n&lt;/div&gt;\n")}).call(this)}.call(t),t.safe=n,t.escape=r,i.join("")}},{}],137:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;n=t("jquery"),r=t("backbone"),null!=i._bokehTest?(h=i._bokehTest,s=h.Hammer,u=h.mousewhweel):(s=t("hammerjs"),l=t("jquery-mousewheel")(n)),a=t("./logging").logger,o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this._hammer_element()},e.prototype._hammer_element=function(){var t;return t=this.get("hit_area"),this.hammer=new s(t[0]),this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",function(t){return function(e){return t._doubletap(e)}}(this)),this.hammer.on("tap",function(t){return function(e){return t._tap(e)}}(this)),this.hammer.on("press",function(t){return function(e){return t._press(e)}}(this)),this.hammer.get("pan").set({direction:s.DIRECTION_ALL}),this.hammer.on("panstart",function(t){return function(e){return t._pan_start(e)}}(this)),this.hammer.on("pan",function(t){return function(e){return t._pan(e)}}(this)),this.hammer.on("panend",function(t){return function(e){return t._pan_end(e)}}(this)),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",function(t){return function(e){return t._pinch_start(e)}}(this)),this.hammer.on("pinch",function(t){return function(e){return t._pinch(e)}}(this)),this.hammer.on("pinchend",function(t){return function(e){return t._pinch_end(e)}}(this)),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",function(t){return function(e){return t._rotate_start(e)}}(this)),this.hammer.on("rotate",function(t){return function(e){return t._rotate(e)}}(this)),this.hammer.on("rotateend",function(t){return function(e){return t._rotate_end(e)}}(this)),t.mousemove(function(t){return function(e){return t._mouse_move(e)}}(this)),t.mouseenter(function(t){return function(e){return t._mouse_enter(e)}}(this)),t.mouseleave(function(t){return function(e){return t._mouse_exit(e)}}(this)),t.mousewheel(function(t){return function(e,i){return t._mouse_wheel(e,i)}}(this)),n(document).keydown(function(t){return function(e){return t._key_down(e)}}(this)),n(document).keyup(function(t){return function(e){return t._key_up(e)}}(this))},e.prototype.register_tool=function(t){var e,i,n;return e=t.mget("event_type"),i=t.mget("id"),n=t.model.type,null==e?void a.debug("Button tool: "+n):("pan"===e||"pinch"===e||"rotate"===e?(a.debug("Registering tool: "+n+" for event '"+e+"'"),null!=t["_"+e+"_start"]&amp;&amp;t.listenTo(this,e+":start:"+i,t["_"+e+"_start"]),t["_"+e]&amp;&amp;t.listenTo(this,e+":"+i,t["_"+e]),t["_"+e+"_end"]&amp;&amp;t.listenTo(this,e+":end:"+i,t["_"+e+"_end"])):"move"===e?(a.debug("Registering tool: "+n+" for event '"+e+"'"),null!=t._move_enter&amp;&amp;t.listenTo(this,"move:enter",t._move_enter),t.listenTo(this,"move",t._move),null!=t._move_exit&amp;&amp;t.listenTo(this,"move:exit",t._move_exit)):(a.debug("Registering tool: "+n+" for event '"+e+"'"),t.listenTo(this,e+":"+i,t["_"+e])),null!=t._keydown&amp;&amp;(a.debug("Registering tool: "+n+" for event 'keydown'"),t.listenTo(this,"keydown",t._keydown)),null!=t._keyup&amp;&amp;(a.debug("Registering tool: "+n+" for event 'keyup'"),t.listenTo(this,"keyup",t._keyup)),null!=t._doubletap?(a.debug("Registering tool: "+n+" for event 'doubletap'"),t.listenTo(this,"doubletap",t._doubletap)):void 0)},e.prototype._trigger=function(t,e){var i,n,r,s;return s=this.get("tool_manager"),n=t.split(":")[0],r=s.get("gestures"),i=r[n].active,this._trigger_event(t,i,e)},e.prototype._trigger_event=function(t,e,i){return null!=e?("scroll"===t&amp;&amp;(i.preventDefault(),i.stopPropagation()),this.trigger(t+":"+e.id,i)):void 0},e.prototype._bokify_hammer=function(t){var e,i,r,s,o;return"mouse"===t.pointerType?(i=n(t.target).offset(),e=null!=(r=i.left)?r:0,o=null!=(s=i.top)?s:0,t.bokeh={sx:t.srcEvent.pageX-e,sy:t.srcEvent.pageY-o}):t.bokeh={sx:t.center.x,sy:t.center.y}},e.prototype._bokify_jq=function(t){var e,i,r,s,o;return i=n(t.currentTarget).offset(),e=null!=(r=i.left)?r:0,o=null!=(s=i.top)?s:0,t.bokeh={sx:t.pageX-e,sy:t.pageY-o}},e.prototype._tap=function(t){return this._bokify_hammer(t),this._trigger("tap",t)},e.prototype._doubletap=function(t){return this._bokify_hammer(t),this.trigger("doubletap",t)},e.prototype._press=function(t){return this._bokify_hammer(t),this._trigger("press",t)},e.prototype._pan_start=function(t){return this._bokify_hammer(t),t.bokeh.sx-=t.deltaX,t.bokeh.sy-=t.deltaY,this._trigger("pan:start",t)},e.prototype._pan=function(t){return this._bokify_hammer(t),this._trigger("pan",t)},e.prototype._pan_end=function(t){return this._bokify_hammer(t),this._trigger("pan:end",t)},e.prototype._pinch_start=function(t){return this._bokify_hammer(t),this._trigger("pinch:start",t)},e.prototype._pinch=function(t){return this._bokify_hammer(t),this._trigger("pinch",t)},e.prototype._pinch_end=function(t){return this._bokify_hammer(t),this._trigger("pinch:end",t)},e.prototype._rotate_start=function(t){return this._bokify_hammer(t),this._trigger("rotate:start",t)},e.prototype._rotate=function(t){return this._bokify_hammer(t),this._trigger("rotate",t)},e.prototype._rotate_end=function(t){return this._bokify_hammer(t),this._trigger("rotate:end",t)},e.prototype._mouse_enter=function(t){return this._bokify_jq(t),this.trigger("move:enter",t)},e.prototype._mouse_move=function(t){return this._bokify_jq(t),this.trigger("move",t)},e.prototype._mouse_exit=function(t){return this._bokify_jq(t),this.trigger("move:exit",t)},e.prototype._mouse_wheel=function(t,e){return this._bokify_jq(t),t.bokeh.delta=e,this._trigger("scroll",t)},e.prototype._key_down=function(t){return this.trigger("keydown",t)},e.prototype._key_up=function(t){return this.trigger("keyup",t)},e}(r.Model),e.exports=o}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./logging":119,backbone:2,hammerjs:3,jquery:18,"jquery-mousewheel":4}],138:[function(t,e,i){var n,r,s,o=function(t,e){function i(){this.constructor=t}for(var n in e)a.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},a={}.hasOwnProperty;s=t("underscore"),r=t("./linear_mapper"),n=function(t){function e(){return 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null==i&amp;&amp;(i=!1),t=e.__super__.map_from_target.call(this,t),i?t:(r=this.get("source_range"),n=r.get("factors"),n[Math.floor(t-.5-r.get("offset"))])},e.prototype.v_map_from_target=function(t,i){var n,r,s,o,a,l,u,h,c;for(null==i&amp;&amp;(i=!1),c=e.__super__.v_map_from_target.call(this,t),r=s=0,l=c.length;l&gt;=0?l&gt;s:s&gt;l;r=l&gt;=0?++s:--s)c[r]=c[r];if(i)return c;for(h=Array(c),a=this.get("source_range"),n=a.get("factors"),r=o=0,u=t.length;u&gt;=0?u&gt;o:o&gt;u;r=u&gt;=0?++o:--o)h[r]=n[Math.floor(c[r]-.5-a.get("offset"))];return h},e}(r.Model),e.exports={Model:n}},{"./linear_mapper":141,underscore:92}],139:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},o={}.hasOwnProperty;r=t("../common/has_properties"),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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s.isNumber(t)?t:parseInt(t.slice(1),16)},i=n=0,o=t.length;o&gt;=0?o&gt;n:n&gt;o;i=o&gt;=0?++n:--n)r[i]=e(t[i]);return r[r.length-1]=e(t[t.length-1]),r},e}(n),e.exports={Model:r}},{"../common/has_properties":115,underscore:92}],141:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},o={}.hasOwnProperty;n=t("../common/has_properties"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("mapper_state",this._mapper_state,!0),this.add_dependencies("mapper_state",this,["source_range","target_range"]),this.add_dependencies("mapper_state",this.get("source_range"),["start","end"]),this.add_dependencies("mapper_state",this.get("target_range"),["start","end"])},e.prototype.map_to_target=function(t){var e,i,n;return i=this.get("mapper_state"),n=i[0],e=i[1],n*t+e},e.prototype.v_map_to_target=function(t){var e,i,n,r,s,o,a,l;for(s=this.get("mapper_state"),a=s[0],r=s[1],o=new Float64Array(t.length),i=e=0,n=t.length;n&gt;e;i=++e)l=t[i],o[i]=a*l+r;return o},e.prototype.map_from_target=function(t){var e,i,n;return i=this.get("mapper_state"),n=i[0],e=i[1],(t-e)/n},e.prototype.v_map_from_target=function(t){var e,i,n,r,s,o,a,l;for(s=this.get("mapper_state"),a=s[0],r=s[1],o=new Float64Array(t.length),i=e=0,n=t.length;n&gt;e;i=++e)l=t[i],o[i]=(l-r)/a;return o},e.prototype._mapper_state=function(){var t,e,i,n,r,s;return n=this.get("source_range").get("start"),i=this.get("source_range").get("end"),s=this.get("target_range").get("start"),r=this.get("target_range").get("end"),e=(r-s)/(i-n),t=-(e*n)+s,[e,t]},e}(n),e.exports={Model:r}},{"../common/has_properties":115}],142:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return 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e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v;if(g=this.get("mapper_state"),_=g[0],f=g[1],s=g[2],r=g[3],o=new Float64Array(t.length),m=new Float64Array(t.length),0===s)o=t.map(function(t){return 0*t});else try{for(p=t.map(function(t){return 0&gt;=t}),d=t.map(function(t){return isNaN(t)}),c=function(){var e,n,r;for(r=[],i=e=0,n=t.length;n&gt;=0?n&gt;e:e&gt;n;i=n&gt;=0?++e:--e)r.push(p[i]|d[i]);return r}(),c=c.reduce(function(t,e){return t||e}),1===c&amp;&amp;(t[c]=1),o=t.map(function(t){return(Math.log(t)-r)/s}),n=a=0,u=o.length;u&gt;a;n=++a){if(v=o[n],isNaN(o[n]))throw new Error("NaN");if(isFinite(o[n])===!1)throw new Error("Infinite")}}catch(y){e=y,o=t.map(function(t){return 0*t})}for(n=l=0,h=t.length;h&gt;l;n=++l)v=t[n],m[n]=o[n]*_+f;return m},e.prototype.map_from_target=function(t){var e,i,n,r,s,o;return s=this.get("mapper_state"),o=s[0],r=s[1],i=s[2],e=s[3],n=(t-r)/o,n=Math.exp(i*n+e)},e.prototype.v_map_from_target=function(t){var e,i,n,r,s,o;return s=this.get("mapper_state"),o=s[0],r=s[1],i=s[2],e=s[3],n=t.map(function(t){return(t-r)/o}),n=n.map(function(t){return Math.exp(i*t+e)})},e.prototype._get_safe_scale=function(t,e){var i,n,r;return r=0&gt;t?0:t,i=0&gt;e?0:e,r===i&amp;&amp;(0===r?(r=1,i=10):(n=Math.log(r)/Math.log(10),r=Math.pow(10,Math.floor(n)),i=Math.ceil(n)!==Math.floor(n)?Math.pow(10,Math.ceil(n)):Math.pow(10,Math.ceil(n)+1))),[r,i]},e.prototype._mapper_state=function(){var t,e,i,n,r,s,o,a,l,u,h,c;return 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e,i,n,r,s,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L;for(m=[t.vx,t.vy],S=m[0],E=m[1],R=this.renderer.xmapper.map_from_target(S,!0),O=this.renderer.ymapper.map_from_target(E,!0),"data"===this.distances.outer_radius.units?(z=R-this.max_outer_radius,j=R+this.max_outer_radius,F=O-this.max_outer_radius,L=O+this.max_outer_radius):(A=S-this.max_outer_radius,P=S+this.max_outer_radius,_=this.renderer.xmapper.v_map_from_target([A,P],!0),z=_[0],j=_[1],I=E-this.max_outer_radius,N=E+this.max_outer_radius,v=this.renderer.ymapper.v_map_from_target([I,N],!0),F=v[0],L=v[1]),i=[],y=function(){var t,e,i,n;for(i=this.index.search([z,F,j,L]),n=[],t=0,e=i.length;e&gt;t;t++)g=i[t],n.push(g[4].i);return n}.call(this),h=0,p=y.length;p&gt;h;h++)s=y[h],f=Math.pow(this.souter_radius[s],2),u=Math.pow(this.sinner_radius[s],2),k=this.renderer.xmapper.map_to_target(R,!0),M=this.renderer.xmapper.map_to_target(this.x[s],!0),D=this.renderer.ymapper.map_to_target(O,!0),T=this.renderer.ymapper.map_to_target(this.y[s],!0),n=Math.pow(k-M,2)+Math.pow(D-T,2),f&gt;=n&amp;&amp;n&gt;=u&amp;&amp;i.push([s,n]);for(r=[],c=0,d=i.length;d&gt;c;c++)b=i[c],s=b[0],n=b[1],x=this.renderer.plot_view.canvas.vx_to_sx(S),C=this.renderer.plot_view.canvas.vy_to_sy(E),e=Math.atan2(C-this.sy[s],x-this.sx[s]),l.angle_between(-e,-this.start_angle[s],-this.end_angle[s],this.direction[s])&amp;&amp;r.push([s,n]);return w=a.create_hit_test_result(),w["1d"].indices=o.chain(r).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),w},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=r,e.prototype.type="AnnularWedge",e.prototype.distances=["inner_radius","outer_radius"],e.prototype.angles=["start_angle","end_angle"],e.prototype.fields=["direction:direction"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:"anticlock"})},e}(s.Model),e.exports={Model:n,View:r}},{"../../common/hittest":116,"../../common/mathutils":120,"./glyph":158,underscore:92}],152:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),s=t("./glyph"),a=t("../../common/hittest"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xmapper,this.x,this.inner_radius):this.sinner_radius=this.inner_radius,"data"===this.distances.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xmapper,this.x,this.outer_radius):this.souter_radius=this.outer_radius;
},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;for(u=i.sx,h=i.sy,a=i.sinner_radius,l=i.souter_radius,o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(u[n]+h[n]+a[n]+l[n])||(t.beginPath(),t.arc(u[n],h[n],a[n],0,2*Math.PI*2,!1),t.moveTo(u[n]+l[n],h[n]),t.arc(u[n],h[n],l[n],0,2*Math.PI*2,!0),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C;for(c=[t.vx,t.vy],v=c[0],y=c[1],b=this.renderer.xmapper.map_from_target(v,!0),w=b-this.max_radius,x=b+this.max_radius,k=this.renderer.ymapper.map_from_target(y,!0),M=k-this.max_radius,C=k+this.max_radius,i=[],p=function(){var t,e,i,n;for(i=this.index.search([w,M,x,C]),n=[],t=0,e=i.length;e&gt;t;t++)h=i[t],n.push(h[4].i);return n}.call(this),s=0,l=p.length;l&gt;s;s++)n=p[s],u=Math.pow(this.souter_radius[n],2),r=Math.pow(this.sinner_radius[n],2),f=this.renderer.xmapper.map_to_target(b),g=this.renderer.xmapper.map_to_target(this.x[n]),m=this.renderer.ymapper.map_to_target(k),_=this.renderer.ymapper.map_to_target(this.y[n]),e=Math.pow(f-g,2)+Math.pow(m-_,2),u&gt;=e&amp;&amp;e&gt;=r&amp;&amp;i.push([n,e]);return d=a.create_hit_test_result(),d["1d"].indices=o.chain(i).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),d},e.prototype.draw_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c,p,d;return u=null!=(l=this.get_reference_point())?l:0,o=[u],p={},p[u]=(e+i)/2,d={},d[u]=(n+r)/2,a=.5*Math.min(Math.abs(i-e),Math.abs(r-n)),h={},h[u]=.4*a,c={},c[u]=.8*a,s={sx:p,sy:d,sinner_radius:h,souter_radius:c},this._render(t,o,s)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="Annulus",e.prototype.distances=["inner_radius","outer_radius"],e}(s.Model),e.exports={Model:n,View:r}},{"../../common/hittest":116,"./glyph":158,underscore:92}],153:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),s=t("./glyph"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.radius.units?this.sradius=this.sdist(this.renderer.xmapper,this.x,this.radius):this.sradius=this.radius},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(c=i.sx,p=i.sy,u=i.sradius,h=i.start_angle,r=i.end_angle,n=i.direction,this.visuals.line.do_stroke){for(l=[],o=0,a=e.length;a&gt;o;o++)s=e[o],isNaN(c[s]+p[s]+u[s]+h[s]+r[s]+n[s])||(t.beginPath(),t.arc(c[s],p[s],u[s],h[s],r[s],n[s]),this.visuals.line.set_vectorize(t,s),l.push(t.stroke()));return l}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=r,e.prototype.type="Arc",e.prototype.visuals=["line"],e.prototype.distances=["radius"],e.prototype.angles=["start_angle","end_angle"],e.prototype.fields=["direction:direction"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:"anticlock"})},e}(s.Model),e.exports={Model:n,View:r}},{"./glyph":158,underscore:92}],154:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("rbush"),s=t("./glyph"),a=function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M;for(x=[],c=[[],[]],d=m=0;2&gt;=m;d=++m)if(0===d?(u=6*t-12*i+6*r,l=-3*t+9*i-9*r+3*o,p=3*i-3*t):(u=6*e-12*n+6*s,l=-3*e+9*n-9*s+3*a,p=3*n-3*e),Math.abs(l)&lt;1e-12){if(Math.abs(u)&lt;1e-12)continue;y=-p/u,y&gt;0&amp;&amp;1&gt;y&amp;&amp;x.push(y)}else h=u*u-4*p*l,v=Math.sqrt(h),0&gt;h||(b=(-u+v)/(2*l),b&gt;0&amp;&amp;1&gt;b&amp;&amp;x.push(b),w=(-u-v)/(2*l),w&gt;0&amp;&amp;1&gt;w&amp;&amp;x.push(w));for(f=x.length,g=f;f--;)y=x[f],_=1-y,k=_*_*_*t+3*_*_*y*i+3*_*y*y*r+y*y*y*o,c[0][f]=k,M=_*_*_*e+3*_*_*y*n+3*_*y*y*s+y*y*y*a,c[1][f]=M;return c[0][g]=t,c[1][g]=e,c[0][g+1]=o,c[1][g+1]=a,[Math.min.apply(null,c[0]),Math.max.apply(null,c[1]),Math.max.apply(null,c[0]),Math.min.apply(null,c[1])]},r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){var t,e,i,n,r,s,o,u,h,c;for(e=l(),n=[],t=i=0,r=this.x0.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.x0[t]+this.x1[t]+this.y0[t]+this.y1[t]+this.cx0[t]+this.cy0[t]+this.cx1[t]+this.cy1[t])||(s=a(this.x0[t],this.y0[t],this.x1[t],this.y1[t],this.cx0[t],this.cy0[t],this.cx1[t],this.cy1[t]),o=s[0],h=s[1],u=s[2],c=s[3],n.push([o,h,u,c,{i:t}]));return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g;if(p=i.sx0,f=i.sy0,d=i.sx1,g=i.sy1,a=i.scx,l=i.scx0,h=i.scy0,u=i.scx1,c=i.scy1,this.visuals.line.do_stroke){for(o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(p[n]+f[n]+d[n]+g[n]+l[n]+h[n]+u[n]+c[n])||(t.beginPath(),t.moveTo(p[n],f[n]),t.bezierCurveTo(l[n],h[n],u[n],c[n],d[n],g[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke()));return o}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=r,e.prototype.type="Bezier",e.prototype.visuals=["line"],e.prototype.coords=[["x0","y0"],["x1","y1"],["cx0","cy0"],["cx1","cy1"]],e}(s.Model),e.exports={Model:n,View:r}},{"./glyph":158,rbush:89,underscore:92}],155:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m=function(t,e){function i(){this.constructor=t}for(var n in e)_.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},_={}.hasOwnProperty;f=null!=i._bokehTest?void 0:t("gloo2"),h=t("../../common/color"),c=h.color2rgba,g=function(t){return 2&gt;t&amp;&amp;(t=Math.sqrt(2*t)),t},p=function(t,e){var i,n,r,s;for(i=new Float32Array(t),n=r=0,s=t;s&gt;=0?s&gt;r:r&gt;s;n=s&gt;=0?++r:--r)i[n]=e;return i},d=function(t,e,i){var n,r,s,o,a,l,u;for(n=new Float32Array(t*e),r=o=0,l=t;l&gt;=0?l&gt;o:o&gt;l;r=l&gt;=0?++o:--o)for(s=a=0,u=e;u&gt;=0?u&gt;a:a&gt;u;s=u&gt;=0?++a:--a)n[r*e+s]=i[s];return n},u=function(t,e,i,n,r,s){var o;return e.used=!0,null!=r[s].fixed_value?(t.set_attribute(i,"float",null,r[s].fixed_value),e.used=!1):(o=new Float32Array(r.cache[s+"_array"]),e.set_size(4*n),e.set_data(0,o),t.set_attribute(i,"float",[e,0,0])),o},l=function(t,e,i,n,r){var s,o,a,l,u,h,d,f,g,m,_;if(f=4,e.used=!0,null!=r.color.fixed_value&amp;&amp;null!=r.alpha.fixed_value)_=c(r.color.fixed_value,r.alpha.fixed_value),t.set_attribute(i,"vec4",null,_),e.used=!1;else{for(a=null!=r.color.fixed_value?function(){var t,e,i;for(i=[],l=t=0,e=n;e&gt;=0?e&gt;t:t&gt;e;l=e&gt;=0?++t:--t)i.push(r.color.fixed_value);return i}():r.cache.color_array,o=null!=r.alpha.fixed_value?p(n,r.alpha.fixed_value):r.cache.alpha_array,s=new Float32Array(n*f),l=h=0,g=n;g&gt;=0?g&gt;h:h&gt;g;l=g&gt;=0?++h:--h)for(_=c(a[l],o[l]),u=d=0,m=f;m&gt;=0?m&gt;d:d&gt;m;u=m&gt;=0?++d:--d)s[l*f+u]=_[u];e.set_size(n*f*4),e.set_data(0,s),t.set_attribute(i,"vec4",[e,0,0])}return s},n=function(){function t(t,e){this.gl=t,this.glyph=e,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.init()}return t.prototype.GLYPH="",t.prototype.VERT="",t.prototype.FRAG="",t.prototype.set_data_changed=function(t){return t!==this.nvertices&amp;&amp;(this.nvertices=t,this.size_changed=!0),this.data_changed=!0},t.prototype.set_visuals_changed=function(){return this.visuals_changed=!0},t}(),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.GLYPH="line",e.prototype.VERT="xxx",e.prototype.FRAG="xxx",e}(n),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.VERT="precision mediump float;\nconst float SQRT_2 = 1.4142135623730951;\n//\nuniform vec2 u_canvas_size;\nuniform vec2 u_offset;\nuniform vec2 u_scale;\nuniform float u_antialias;\n//\nattribute float a_x;\nattribute float a_y;\nattribute float a_size;\nattribute float a_angle; // in radians\nattribute float a_linewidth;\nattribute vec4 a_fg_color;\nattribute vec4 a_bg_color;\n//\nvarying float v_linewidth;\nvarying float v_size;\nvarying vec4 v_fg_color;\nvarying vec4 v_bg_color;\nvarying vec2 v_rotation;\n\nvoid main (void)\n{\n v_size = a_size;\n v_linewidth = a_linewidth;\n v_fg_color = a_fg_color;\n v_bg_color = a_bg_color;\n v_rotation = vec2(cos(-a_angle), sin(-a_angle));\n // Calculate position - the -0.5 is to correct for canvas origin\n vec2 pos = vec2(a_x, a_y) * u_scale + u_offset - vec2(0.5, 0.5); // in pixels\n pos /= u_canvas_size; // in 0..1\n gl_Position = vec4(pos*2.0-1.0, 0.0, 1.0);\n gl_Position.y *= -1.0; \n gl_PointSize = SQRT_2 * v_size + 2.0 * (a_linewidth + 1.5*u_antialias);\n}",e.prototype.FRAG="precision mediump float;\nconst float SQRT_2 = 1.4142135623730951;\nconst float PI = 3.14159265358979323846264;\n//\nuniform float u_antialias;\n//\nvarying vec4 v_fg_color;\nvarying vec4 v_bg_color;\nvarying float v_linewidth;\nvarying float v_size;\nvarying vec2 v_rotation;\n\nMARKERCODE\n\nvec4 outline(float distance, float linewidth, float antialias, vec4 fg_color, vec4 bg_color)\n{\n vec4 frag_color;\n float t = linewidth/2.0 - antialias;\n float signed_distance = distance;\n float border_distance = abs(signed_distance) - t;\n float alpha = border_distance/antialias;\n alpha = exp(-alpha*alpha);\n \n // If fg alpha is zero, it probably means no outline. To avoid a dark outline\n // shining through due to aa, we set the fg color to the bg color. Avoid if (i.e. branching).\n float select = float(bool(fg_color.a));\n fg_color.rgb = select * fg_color.rgb + (1.0 - select) * bg_color.rgb;\n // Similarly, if we want a transparent bg\n select = float(bool(bg_color.a));\n bg_color.rgb = select * bg_color.rgb + (1.0 - select) * fg_color.rgb;\n \n if( border_distance &lt; 0.0)\n frag_color = fg_color;\n else if( signed_distance &lt; 0.0 ) {\n frag_color = mix(bg_color, fg_color, sqrt(alpha));\n } else {\n if( abs(signed_distance) &lt; (linewidth/2.0 + antialias) ) {\n frag_color = vec4(fg_color.rgb, fg_color.a * alpha);\n } else {\n discard;\n }\n }\n return frag_color;\n}\n\nvoid main()\n{\n vec2 P = gl_PointCoord.xy - vec2(0.5, 0.5);\n P = vec2(v_rotation.x*P.x - v_rotation.y*P.y,\n v_rotation.y*P.x + v_rotation.x*P.y);\n float point_size = SQRT_2*v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\n float distance = marker(P*point_size, v_size);\n gl_FragColor = outline(distance, v_linewidth, u_antialias, v_fg_color, v_bg_color);\n //gl_FragColor.rgb *= gl_FragColor.a; // pre-multiply alpha\n}",e.prototype.MARKERCODE="&lt;defined in subclasses&gt;",e.prototype.init=function(){var t,e;return e=this.gl,t=this.FRAG.replace(/MARKERCODE/,this.MARKERCODE),this.last_trans={},this.prog=new f.Program(e),this.prog.set_shaders(this.VERT,t),this.vbo_x=new f.VertexBuffer(e),this.prog.set_attribute("a_x","float",[this.vbo_x,0,0]),this.vbo_y=new f.VertexBuffer(e),this.prog.set_attribute("a_y","float",[this.vbo_y,0,0]),this.vbo_s=new f.VertexBuffer(e),this.prog.set_attribute("a_size","float",[this.vbo_s,0,0]),this.vbo_a=new f.VertexBuffer(e),this.prog.set_attribute("a_angle","float",[this.vbo_a,0,0]),this.vbo_linewidth=new f.VertexBuffer(e),this.vbo_fg_color=new f.VertexBuffer(e),this.vbo_bg_color=new f.VertexBuffer(e),this.index_buffer=new f.IndexBuffer(e)},e.prototype.draw=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v;if(u=e.glglyph.nvertices,this.data_changed?(this._set_data(u),this.data_changed=!1):null==this.glyph.radius||i.sx===this.last_trans.sx&amp;&amp;i.sy===this.last_trans.sy||(this.last_trans=i,this.vbo_s.set_data(0,new Float32Array(function(){var t,e,i,n;for(i=this.glyph.sradius,n=[],t=0,e=i.length;e&gt;t;t++)m=i[t],n.push(2*m);return n}.call(this)))),this.visuals_changed&amp;&amp;(this._set_visuals(u),this.visuals_changed=!1),this.prog.set_uniform("u_canvas_size","vec2",[i.width,i.height]),this.prog.set_uniform("u_offset","vec2",[i.dx[0],i.dy[0]]),this.prog.set_uniform("u_scale","vec2",[i.sx,i.sy]),this.prog.set_attribute("a_x","float",[e.glglyph.vbo_x,0,0]),this.prog.set_attribute("a_y","float",[e.glglyph.vbo_y,0,0]),this.prog.set_attribute("a_size","float",[e.glglyph.vbo_s,0,0]),this.prog.set_attribute("a_angle","float",[e.glglyph.vbo_a,0,0]),0!==t.length){if(t.length===u)return this.prog.draw(this.gl.POINTS,[0,u]);if(65535&gt;u)return this.index_buffer.set_size(2*t.length),this.index_buffer.set_data(0,new Uint16Array(t)),this.prog.draw(this.gl.POINTS,this.index_buffer);for(s=64e3,r=[],o=a=0,p=Math.ceil(u/s);p&gt;=0?p&gt;a:a&gt;p;o=p&gt;=0?++a:--a)r.push([]);for(o=l=0,d=t.length;d&gt;=0?d&gt;l:l&gt;d;o=d&gt;=0?++l:--l)v=t[o]%s,n=Math.floor(t[o]/s),r[n].push(v);for(g=[],n=h=0,f=r.length;f&gt;=0?f&gt;h:h&gt;f;n=f&gt;=0?++h:--h)_=new Uint16Array(r[n]),c=n*s*4,0!==_.length&amp;&amp;(this.prog.set_attribute("a_x","float",[e.glglyph.vbo_x,0,c]),this.prog.set_attribute("a_y","float",[e.glglyph.vbo_y,0,c]),this.prog.set_attribute("a_size","float",[e.glglyph.vbo_s,0,c]),this.prog.set_attribute("a_angle","float",[e.glglyph.vbo_a,0,c]),this.vbo_linewidth.used&amp;&amp;this.prog.set_attribute("a_linewidth","float",[this.vbo_linewidth,0,c]),this.vbo_fg_color.used&amp;&amp;this.prog.set_attribute("a_fg_color","vec4",[this.vbo_fg_color,0,4*c]),this.vbo_bg_color.used&amp;&amp;this.prog.set_attribute("a_bg_color","vec4",[this.vbo_bg_color,0,4*c]),this.index_buffer.set_size(2*_.length),this.index_buffer.set_data(0,_),g.push(this.prog.draw(this.gl.POINTS,this.index_buffer)));return g}},e.prototype._set_data=function(t){var e,i;return e=4*t,this.vbo_x.set_size(e),this.vbo_y.set_size(e),this.vbo_a.set_size(e),this.vbo_s.set_size(e),this.vbo_x.set_data(0,new Float32Array(this.glyph.x)),this.vbo_y.set_data(0,new Float32Array(this.glyph.y)),null!=this.glyph.angle&amp;&amp;this.vbo_a.set_data(0,new Float32Array(this.glyph.angle)),null!=this.glyph.radius?this.vbo_s.set_data(0,new Float32Array(function(){var t,e,n,r;for(n=this.glyph.sradius,r=[],t=0,e=n.length;e&gt;t;t++)i=n[t],r.push(2*i);return r}.call(this))):this.vbo_s.set_data(0,new Float32Array(this.glyph.size))},e.prototype._set_visuals=function(t){return u(this.prog,this.vbo_linewidth,"a_linewidth",t,this.glyph.visuals.line,"width"),l(this.prog,this.vbo_fg_color,"a_fg_color",t,this.glyph.visuals.line),l(this.prog,this.vbo_bg_color,"a_bg_color",t,this.glyph.visuals.fill),this.prog.set_uniform("u_antialias","float",[.9])},e}(n),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.GLYPH="circle",e.prototype.MARKERCODE="// --- disc\nfloat marker(vec2 P, float size)\n{\n return length(P) - size/2.0;\n}",e}(o),a=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.GLYPH="square",e.prototype.MARKERCODE="// --- square\nfloat marker(vec2 P, float size)\n{\n return max(abs(P.x), abs(P.y)) - size/2.0;\n}",e}(o),e.exports={CircleGLGlyph:r,SquareGLGlyph:a}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"../../common/color":108,gloo2:298}],156:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),a=t("./bokehgl"),s=t("./glyph"),l=t("../../common/hittest"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._init_gl=function(t){return this.glglyph=new a.CircleGLGlyph(t,this)},e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){var t,e;return null!=this.radius?"data"===this.distances.radius.units?(t=this.fields.radius_dimension.fixed_value,this.sradius=this.sdist(this.renderer[t+"mapper"],this[t],this.radius)):(this.sradius=this.radius,this.max_size=2*this.max_radius):this.sradius=function(){var t,i,n,r;for(n=this.size,r=[],t=0,i=n.length;i&gt;t;t++)e=n[t],r.push(e/2);return r}.call(this)},e.prototype._mask_data=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_;return e=this.renderer.plot_view.frame.get("h_range"),p=this.renderer.plot_view.frame.get("v_range"),null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(l=e.get("start"),u=e.get("end"),i=this.renderer.xmapper.v_map_from_target([l,u],!0),f=i[0],g=i[1],f-=this.max_radius,g+=this.max_radius,h=p.get("start"),c=p.get("end"),n=this.renderer.ymapper.v_map_from_target([h,c],!0),m=n[0],_=n[1],m-=this.max_radius,_+=this.max_radius):(l=e.get("start")-this.max_size,u=e.get("end")+this.max_size,r=this.renderer.xmapper.v_map_from_target([l,u],!0),f=r[0],g=r[1],h=p.get("start")-this.max_size,c=p.get("end")+this.max_size,s=this.renderer.ymapper.v_map_from_target([h,c],!0),m=s[0],_=s[1]),f&gt;g&amp;&amp;(o=[g,f],f=o[0],g=o[1]),m&gt;_&amp;&amp;(a=[_,m],m=a[0],_=a[1]),function(){var t,e,i,n;for(i=this.index.search([f,m,g,_]),n=[],t=0,e=i.length;e&gt;t;t++)d=i[t],n.push(d[4].i);return n}.call(this)},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u;for(l=i.sx,u=i.sy,a=i.sradius,o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(l[n]+u[n]+a[n])||(t.beginPath(),t.arc(l[n],u[n],a[n],0,2*Math.PI,!1),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,a,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j;if(d=[t.vx,t.vy],C=d[0],S=d[1],E=this.renderer.xmapper.map_from_target(C,!0),R=this.renderer.ymapper.map_from_target(S,!0),null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(I=E-this.max_radius,N=E+this.max_radius,z=R-this.max_radius,j=R+this.max_radius):(D=C-this.max_size,T=C+this.max_size,f=this.renderer.xmapper.v_map_from_target([D,T],!0),I=f[0],N=f[1],g=[Math.min(I,N),Math.max(I,N)],I=g[0],N=g[1],A=S-this.max_size,P=S+this.max_size,m=this.renderer.ymapper.v_map_from_target([A,P],!0),z=m[0],j=m[1],_=[Math.min(z,j),Math.max(z,j)],z=_[0],j=_[1]),e=function(){var t,e,i,n;for(i=this.index.search([I,z,N,j]),n=[],t=0,e=i.length;e&gt;t;t++)c=i[t],n.push(c[4].i);return n}.call(this),n=[],null!=this.radius&amp;&amp;"data"===this.distances.radius.units)for(s=0,u=e.length;u&gt;s;s++)r=e[s],p=Math.pow(this.sradius[r],2),b=this.renderer.xmapper.map_to_target(E,!0),w=this.renderer.xmapper.map_to_target(this.x[r],!0),k=this.renderer.ymapper.map_to_target(R,!0),M=this.renderer.ymapper.map_to_target(this.y[r],!0),i=Math.pow(b-w,2)+Math.pow(k-M,2),p&gt;=i&amp;&amp;n.push([r,i]);else for(y=this.renderer.plot_view.canvas.vx_to_sx(C),x=this.renderer.plot_view.canvas.vy_to_sy(S),a=0,h=e.length;h&gt;a;a++)r=e[a],p=Math.pow(this.sradius[r],2),i=Math.pow(this.sx[r]-y,2)+Math.pow(this.sy[r]-x,2),p&gt;=i&amp;&amp;n.push([r,i]);return n=o.chain(n).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),v=l.create_hit_test_result(),v["1d"].indices=n,v},e.prototype._hit_span=function(t){var e,i,n,r,s,o,a,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k;return n=[t.vx,t.vy],c=n[0],f=n[1],r=this.bounds(),y=r[0],k=r[1],h=l.create_hit_test_result(),"h"===t.direction?(w=k[0],x=k[1],null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(p=c-this.max_radius,d=c+this.max_radius,s=this.renderer.xmapper.v_map_from_target([p,d]),_=s[0],v=s[1]):(i=this.max_size/2,p=c-i,d=c+i,o=this.renderer.xmapper.v_map_from_target([p,d],!0),_=o[0],v=o[1])):(_=y[0],v=y[1],null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(g=f-this.max_radius,m=f+this.max_radius,a=this.renderer.ymapper.v_map_from_target([g,m]),w=a[0],x=a[1]):(i=this.max_size/2,g=f-i,m=f+i,u=this.renderer.ymapper.v_map_from_target([g,m],!0),w=u[0],x=u[1])),e=function(){var t,e,i,n;for(i=this.index.search([_,w,v,x]),n=[],t=0,e=i.length;e&gt;t;t++)b=i[t],n.push(b[4].i);return n}.call(this),h["1d"].indices=e,h},e.prototype._hit_rect=function(t){var e,i,n,r,s,o,a,u;return e=this.renderer.xmapper.v_map_from_target([t.vx0,t.vx1],!0),s=e[0],o=e[1],i=this.renderer.ymapper.v_map_from_target([t.vy0,t.vy1],!0),a=i[0],u=i[1],n=l.create_hit_test_result(),n["1d"].indices=function(){var t,e,i,n;for(i=this.index.search([s,a,o,u]),n=[],t=0,e=i.length;e&gt;t;t++)r=i[t],n.push(r[4].i);return n}.call(this),n},e.prototype._hit_poly=function(t){var e,i,n,r,s,a,u,h,c,p,d,f,g;for(a=[o.clone(t.vx),o.clone(t.vy)],f=a[0],g=a[1],p=this.renderer.plot_view.canvas.v_vx_to_sx(f),d=this.renderer.plot_view.canvas.v_vy_to_sy(g),e=function(){c=[];for(var t=0,e=this.sx.length;e&gt;=0?e&gt;t:t&gt;e;e&gt;=0?t++:t--)c.push(t);return c}.apply(this),i=[],n=s=0,u=e.length;u&gt;=0?u&gt;s:s&gt;u;n=u&gt;=0?++s:--s)r=e[n],l.point_in_poly(this.sx[n],this.sy[n],p,d)&amp;&amp;i.push(r);return h=l.create_hit_test_result(),h["1d"].indices=i,h},e.prototype.draw_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c;return l=null!=(a=this.get_reference_point())?a:0,o=[l],h={},h[l]=(e+i)/2,c={},c[l]=(n+r)/2,u={},u[l]=.2*Math.min(Math.abs(i-e),Math.abs(r-n)),s={sx:h,sy:c,sradius:u},this._render(t,o,s)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=r,e.prototype.type="Circle",e.prototype.distances=["?radius","?size"],e.prototype.fields=["radius_dimension:string"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{size:4})},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{radius_dimension:"x"})},e}(s.Model),e.exports={Model:n,View:r}},{"../../common/hittest":116,"./bokehgl":155,"./glyph":158,underscore:92}],157:[function(t,e,i){(function(i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;l=t("underscore"),a=t("./glyph"),s=null!=i._bokehTest?void 0:t("gear_utils"),n=t("../../util/bezier"),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return this.smodule=this.sdist(this.renderer.xmapper,this.x,this.module,"edge")},e.prototype._render=function(t,e,i){var n,r,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S;for(M=i.sx,C=i.sy,k=i.smodule,r=i.angle,D=i.teeth,f=i.pressure_angle,x=i.shaft_size,l=i.internal,h=0,p=e.length;p&gt;h;h++)if(a=e[h],!isNaN(M[a]+C[a]+r[a]+k[a]+D[a]+f[a]+x[a]+l[a])){for(d=k[a]*D[a]/2,o=l[a]?s.create_internal_gear_tooth:s.create_gear_tooth,b=o(k[a],D[a],f[a]),g=b.slice(0,3),n=g[0],T=g[1],S=g[2],y=b.slice(3),t.save(),t.translate(M[a],C[a]),t.rotate(r[a]),t.beginPath(),v=2*Math.PI/D[a],t.moveTo(T,S),u=c=0,m=D[a];m&gt;=0?m&gt;c:c&gt;m;u=m&gt;=0?++c:--c)this._render_seq(t,y),t.rotate(v);t.closePath(),l[a]?(_=d+2.75*k[a],t.moveTo(_,0),t.arc(0,0,_,0,2*Math.PI,!0)):x[a]&gt;0&amp;&amp;(w=d*x[a],t.moveTo(w,0),t.arc(0,0,w,0,2*Math.PI,!0)),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,a),t.fill()),this.visuals.line.do_stroke&amp;&amp;(this.visuals.line.set_vectorize(t,a),t.stroke()),t.restore()}},e.prototype._render_seq=function(t,e){var i,r,s,o,a,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I;for(u=0;u&lt;e.length;)switch(l.isString(e[u])&amp;&amp;(i=e[u],u+=1),i){case"M":g=e.slice(u,u+2),P=g[0],I=g[1],t.moveTo(P,I),m=[P,I],d=m[0],f=m[1],u+=2;break;case"L":v=e.slice(u,u+2),P=v[0],I=v[1],t.lineTo(P,I),y=[P,I],d=y[0],f=y[1],u+=2;break;case"C":b=e.slice(u,u+6),r=b[0],o=b[1],s=b[2],a=b[3],P=b[4],I=b[5],t.bezierCurveTo(r,o,s,a,P,I),w=[P,I],d=w[0],f=w[1],u+=6;break;case"Q":x=e.slice(u,u+4),r=x[0],o=x[1],P=x[2],I=x[3],t.quadraticCurveTo(r,o,P,I),k=[P,I],d=k[0],f=k[1],u+=4;break;case"A":for(M=e.slice(u,u+7),D=M[0],T=M[1],E=M[2],c=M[3],A=M[4],P=M[5],I=M[6],S=n.arc_to_bezier(d,f,D,T,-E,c,1-A,P,I),h=0,p=S.length;p&gt;h;h++)C=S[h],r=C[0],o=C[1],s=C[2],a=C[3],P=C[4],I=C[5],t.bezierCurveTo(r,o,s,a,P,I);_=[P,I],d=_[0],f=_[1],u+=7;break;default:throw new Error("unexpected command: "+i)}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(a.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=o,e.prototype.type="Gear",e.prototype.angles=["angle"],e.prototype.fields=["module","internal:bool","pressure_angle","shaft_size","teeth"],e.prototype.defaults=function(){return l.extend({},e.__super__.defaults.call(this),{angle:0,pressure_angle:20,shaft_size:.3,internal:!1})},e}(a.Model),e.exports={Model:r,View:o}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"../../util/bezier":248,"./glyph":158,gear_utils:297,underscore:92}],158:[function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g=function(t,e){function i(){this.constructor=t}for(var n in e)m.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},m={}.hasOwnProperty;l=t("underscore"),d=t("rbush"),u=t("../../common/bbox"),h=t("../../common/logging").logger,a=t("../../common/has_parent"),r=t("../../common/continuum_view"),p=t("../../common/properties"),n=t("../../mapper/categorical_mapper"),c=t("proj4"),f=c.defs("GOOGLE"),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return g(e,t),e.prototype.initialize=function(t){var i,n,r,s;e.__super__.initialize.call(this,t),this.renderer=t.renderer,i=this.renderer.plot_view.canvas_view.ctx,null!=i.glcanvas&amp;&amp;this._init_gl(i.glcanvas.gl),s=p.factories;for(r in s)n=s[r],this[r]={},this[r]=l.extend(this[r],n(this.model));return this.warned={},this},e.prototype.render=function(t,e,i){if(this.mget("visible")){if(t.beginPath(),null!=this.glglyph&amp;&amp;this._render_gl(t,e,i))return;return this._render(t,e,i)}},e.prototype._render_gl=function(t,e,i){var n,r,s,o;return s=this.renderer.map_to_screen([0,1,2],[0,1,2]),n=s[0],r=s[1],Math.abs(n[1]-n[0]-(n[2]-n[1]))&gt;1e-6||Math.abs(r[1]-r[0]-(r[2]-r[1]))&gt;1e-6?!1:(o={width:t.glcanvas.width,height:t.glcanvas.height,dx:n,dy:r,sx:n[1]-n[0],sy:r[1]-r[0]},this.glglyph.draw(e,i,o),!0)},e.prototype.map_data=function(){var t,e,i,n,r,s,o,a,u,h,c,p,d,f,g,m,_;for(r=this.model.coords,e=0,n=r.length;n&gt;e;e++)if(s=r[e],m=s[0],_=s[1],d="s"+m,g="s"+_,l.isArray(null!=(o=this[m])?o[0]:void 0))for(a=[[],[]],this[d]=a[0],this[g]=a[1],t=i=0,u=this[m].length;u&gt;=0?u&gt;i:i&gt;u;t=u&gt;=0?++i:--i)h=this.renderer.map_to_screen(this[m][t],this[_][t]),p=h[0],f=h[1],this[d].push(p),this[g].push(f);else c=this.renderer.map_to_screen(this[m],this[_]),this[d]=c[0],this[g]=c[1];return this._map_data()},e.prototype.project_xy=function(t,e){var i,n,r,s,o,a,l,u;for(s=[],a=[],i=n=0,l=t.length;l&gt;=0?l&gt;n:n&gt;l;i=l&gt;=0?++n:--n)u=c(f,[t[i],e[i]]),r=u[0],o=u[1],s[i]=r,a[i]=o;return[s,a]},e.prototype.project_xsys=function(t,e){var i,n,r,s,o,a,l,u;for(s=[],a=[],i=n=0,l=t.length;l&gt;=0?l&gt;n:n&gt;l;i=l&gt;=0?++n:--n)u=this.project_xy(t[i],e[i]),r=u[0],o=u[1],s[i]=r,a[i]=o;return[s,a]},e.prototype.set_data=function(t){var e,i,n,r,s,o,a,l;n=this.coords;for(e in n)i=n[e],this[e]=i.array(t);this.renderer.plot_model.use_map&amp;&amp;(null!=this.x&amp;&amp;(r=this.project_xy(this.x,this.y),this.x=r[0],this.y=r[1]),null!=this.xs&amp;&amp;(s=this.project_xsys(this.xs,this.ys),this.xs=s[0],this.ys=s[1])),o=this.angles;for(e in o)i=o[e],this[e]=i.array(t);a=this.distances;for(e in a)i=a[e],this[e]=i.array(t),this["max_"+e]=Math.max.apply(null,this[e]);l=this.fields;for(e in l)i=l[e],this[e]=i.array(t);return null!=this.glglyph&amp;&amp;this.glglyph.set_data_changed(this.x.length),this._set_data(),this.index=this._index_data()},e.prototype.set_visuals=function(t){var e,i,n;n=this.visuals;for(e in n)i=n[e],i.warm_cache(t);return null!=this.glglyph?this.glglyph.set_visuals_changed():void 0},e.prototype.bounds=function(){var t;return null==this.index?u.empty():(t=this.index.data.bbox,this._bounds([[t[0],t[2]],[t[1],t[3]]]))},e.prototype.scx=function(t){return this.sx[t]},e.prototype.scy=function(t){return this.sy[t]},e.prototype._init_gl=function(){return!1},e.prototype._set_data=function(){return null},e.prototype._map_data=function(){return null},e.prototype._mask_data=function(t){return t},e.prototype._bounds=function(t){return t},e.prototype._xy_index=function(){var t,e,i,r,s,o,a,l,u;for(e=d(),r=[],a=this.renderer.xmapper instanceof n.Model?this.renderer.xmapper.v_map_to_target(this.x,!0):this.x,u=this.renderer.ymapper instanceof n.Model?this.renderer.ymapper.v_map_to_target(this.y,!0):this.y,t=i=0,s=a.length;s&gt;=0?s&gt;i:i&gt;s;t=s&gt;=0?++i:--i)o=a[t],!isNaN(o)&amp;&amp;isFinite(o)&amp;&amp;(l=u[t],!isNaN(l)&amp;&amp;isFinite(l)&amp;&amp;r.push([o,l,o,l,{i:t}]));return e.load(r),e},e.prototype.sdist=function(t,e,i,n,r){var s,o,a,u,h,c,p;return null==n&amp;&amp;(n="edge"),null==r&amp;&amp;(r=!1),l.isString(e[0])&amp;&amp;(e=t.v_map_to_target(e)),"center"===n?(o=function(){var t,e,n;for(n=[],t=0,e=i.length;e&gt;t;t++)s=i[t],n.push(s/2);return n}(),u=function(){var t,i,n;for(n=[],a=t=0,i=e.length;i&gt;=0?i&gt;t:t&gt;i;a=i&gt;=0?++t:--t)n.push(e[a]-o[a]);return n}(),h=function(){var t,i,n;for(n=[],a=t=0,i=e.length;i&gt;=0?i&gt;t:t&gt;i;a=i&gt;=0?++t:--t)n.push(e[a]+o[a]);return n}()):(u=e,h=function(){var t,e,n;for(n=[],a=t=0,e=u.length;e&gt;=0?e&gt;t:t&gt;e;a=e&gt;=0?++t:--t)n.push(u[a]+i[a]);return n}()),c=t.v_map_to_target(u),p=t.v_map_to_target(h),r?function(){var t,e,i;for(i=[],a=t=0,e=c.length;e&gt;=0?e&gt;t:t&gt;e;a=e&gt;=0?++t:--t)i.push(Math.ceil(Math.abs(p[a]-c[a])));return i}():function(){var t,e,i;for(i=[],a=t=0,e=c.length;e&gt;=0?e&gt;t:t&gt;e;a=e&gt;=0?++t:--t)i.push(Math.abs(p[a]-c[a]));return i}()},e.prototype.hit_test=function(t){var e,i;return i=null,e="_hit_"+t.type,null!=this[e]?i=this[e](t):null==this.warned[t.type]&amp;&amp;(h.error("'"+t.type+"' selection not available for "+this.model.type),this.warned[t.type]=!0),i},e.prototype.get_reference_point=function(){var t;return t=this.mget("reference_point"),l.isNumber(t)?this.data[t]:t},e.prototype.draw_legend=function(t,e,i,n,r){return null},e.prototype._generic_line_legend=function(t,e,i,n,r){var s,o;return o=null!=(s=this.get_reference_point())?s:0,t.save(),t.beginPath(),t.moveTo(e,(n+r)/2),t.lineTo(i,(n+r)/2),this.visuals.line.do_stroke&amp;&amp;(this.visuals.line.set_vectorize(t,o),t.stroke()),t.restore()},e.prototype._generic_area_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c,p,d,f,g;return h=null!=(u=this.get_reference_point())?u:0,l=[h],g=Math.abs(i-e),o=.1*g,a=Math.abs(r-n),s=.1*a,c=e+o,p=i-o,d=n+s,f=r-s,this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,h),t.fillRect(c,d,p-c,f-d)),this.visuals.line.do_stroke?(t.beginPath(),t.rect(c,d,p-c,f-d),this.visuals.line.set_vectorize(t,h),t.stroke()):void 0},e}(r),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return g(e,t),e.prototype.visuals=["line","fill"],e.prototype.coords=[["x","y"]],e.prototype.distances=[],e.prototype.angles=[],e.prototype.fields=[],e.prototype.fill_defaults={fill_color:"gray",fill_alpha:1},e.prototype.line_defaults={line_color:"black",line_width:1,line_alpha:1,line_join:"miter",line_cap:"butt",line_dash:[],line_dash_offset:0},e.prototype.text_defaults={text_font:"helvetica",text_font_size:"12pt",text_font_style:"normal",text_color:"#444444",text_alpha:1,text_align:"left",text_baseline:"bottom"},e.prototype.defaults=function(){return l.extend({visible:!0})},e.prototype.display_defaults=function(){var t,i,n,r,s,o;for(o={},s=this.visuals,i=0,n=s.length;n&gt;i;i++){switch(r=s[i]){case"line":t=this.line_defaults;break;case"fill":t=this.fill_defaults;break;case"text":t=this.text_defaults;break;default:h.warn("unknown visual property type '"+r+"'");continue}o=l.extend(o,e.__super__.display_defaults.call(this),t)}return o},e}(a),e.exports={Model:s,View:o}},{"../../common/bbox":100,"../../common/continuum_view":109,"../../common/has_parent":114,"../../common/logging":119,"../../common/properties":126,
"../../mapper/categorical_mapper":138,proj4:56,rbush:89,underscore:92}],159:[function(t,e,i){var n,r,s,o,a,l,u,h,c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;u=t("underscore"),h=t("../../common/logging").logger,o=t("../../common/has_parent"),a=t("../../common/plot_widget"),n=t("../../range/factor_range"),l=t("../../source/remote_data_source"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t){var i,n,r;return e.__super__.initialize.call(this,t),this.glyph=this.build_glyph_view(this.mget("glyph")),r=this.mget("selection_glyph"),null==r&amp;&amp;(r=this.mget("glyph").clone(),r.set(this.model.selection_defaults,{silent:!0})),this.selection_glyph=this.build_glyph_view(r),n=this.mget("nonselection_glyph"),null==n&amp;&amp;(n=this.mget("glyph").clone(),n.set(this.model.nonselection_defaults,{silent:!0})),this.nonselection_glyph=this.build_glyph_view(n),i=this.mget("glyph").clone(),i.set(this.model.decimated_defaults,{silent:!0}),this.decimated_glyph=this.build_glyph_view(i),this.xmapper=this.plot_view.frame.get("x_mappers")[this.mget("x_range_name")],this.ymapper=this.plot_view.frame.get("y_mappers")[this.mget("y_range_name")],this.set_data(!1),this.mget("data_source")instanceof l.RemoteDataSource?this.mget("data_source").setup(this.plot_view,this.glyph):void 0},e.prototype.build_glyph_view=function(t){return new t.default_view({model:t,renderer:this})},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,"change",this.request_render),this.listenTo(this.mget("data_source"),"change",this.set_data),this.listenTo(this.mget("data_source"),"select",this.request_render),this.listenTo(this.mget("glyph"),"propchange",function(){return this.glyph.set_visuals(this.mget("data_source")),this.request_render()})},e.prototype.have_selection_glyphs=function(){return!0},e.prototype.setup_server_data=function(){},e.prototype.set_data=function(t,e){var i,n,r,s,o,a,l,u,c;for(null==t&amp;&amp;(t=!0),c=Date.now(),u=this.mget("data_source"),this.glyph.set_data(u,e),this.glyph.set_visuals(u),this.decimated_glyph.set_visuals(u),this.selection_glyph.set_visuals(u),this.nonselection_glyph.set_visuals(u),s=u.get_length(),null==s&amp;&amp;(s=1),this.all_indices=function(){l=[];for(var t=0;s&gt;=0?s&gt;t:t&gt;s;s&gt;=0?t++:t--)l.push(t);return l}.apply(this),o=this.plot_model.get("lod_factor"),this.decimated=[],n=r=0,a=Math.floor(this.all_indices.length/o);a&gt;=0?a&gt;r:r&gt;a;n=a&gt;=0?++r:--r)this.decimated.push(this.all_indices[n*o]);return i=Date.now()-c,h.debug(this.glyph.model.type+" GlyphRenderer ("+this.model.id+"): set_data finished in "+i+"ms"),this.set_data_timestamp=Date.now(),t?this.request_render():void 0},e.prototype.render=function(){var t,e,i,n,r,s,o,a,l,u,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C;if(w=Date.now(),o=this.glyph.glglyph,x=Date.now(),this.glyph.map_data(),e=Date.now()-w,k=Date.now(),u=o?this.all_indices:this.glyph._mask_data(this.all_indices),i=Date.now()-k,t=this.plot_view.canvas_view.ctx,t.save(),v=this.mget("data_source").get("selected"),v=v&amp;&amp;0!==v.length?v["0d"].flag?u:v["1d"].indices.length&gt;0?v["1d"].indices:v["2d"].indices.length&gt;0?v["2d"].indices:[]:[],g=this.plot_model.get("lod_threshold"),this.plot_view.interactive&amp;&amp;!o&amp;&amp;null!=g&amp;&amp;this.all_indices.length&gt;g?(u=this.decimated,a=this.decimated_glyph,_=this.decimated_glyph,b=this.selection_glyph):(a=this.glyph,_=this.nonselection_glyph,b=this.selection_glyph),v.length&amp;&amp;this.have_selection_glyphs()){for(C=Date.now(),y={},c=0,d=v.length;d&gt;c;c++)l=v[c],y[l]=!0;for(v=new Array,m=new Array,p=0,f=u.length;f&gt;p;p++)l=u[p],null!=y[l]?v.push(l):m.push(l);r=Date.now()-C,M=Date.now(),_.render(t,m,this.glyph),b.render(t,v,this.glyph),n=Date.now()-M}else M=Date.now(),a.render(t,u,this.glyph),n=Date.now()-M;return this.last_dtrender=n,s=Date.now()-w,h.debug(this.glyph.model.type+" GlyphRenderer ("+this.model.id+"): render finished in "+s+"ms"),h.trace(" - map_data finished in : "+e+"ms"),null!=i&amp;&amp;h.trace(" - mask_data finished in : "+i+"ms"),null!=r&amp;&amp;h.trace(" - selection mask finished in : "+r+"ms"),h.trace(" - glyph renders finished in : "+n+"ms"),t.restore()},e.prototype.map_to_screen=function(t,e){return this.plot_view.map_to_screen(t,e,this.mget("x_range_name"),this.mget("y_range_name"))},e.prototype.draw_legend=function(t,e,i,n,r){return this.glyph.draw_legend(t,e,i,n,r)},e.prototype.hit_test=function(t){return this.glyph.hit_test(t)},e}(a),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.default_view=s,e.prototype.type="GlyphRenderer",e.prototype.selection_defaults={},e.prototype.decimated_defaults={fill_alpha:.3,line_alpha:.3,fill_color:"grey",line_color:"grey"},e.prototype.nonselection_defaults={fill_alpha:.2,line_alpha:.2},e.prototype.defaults=function(){return u.extend({},e.__super__.defaults.call(this),{x_range_name:"default",y_range_name:"default",data_source:null})},e.prototype.display_defaults=function(){return u.extend({},e.__super__.display_defaults.call(this),{level:"glyph"})},e}(o),e.exports={Model:r,View:s}},{"../../common/has_parent":114,"../../common/logging":119,"../../common/plot_widget":125,"../../range/factor_range":145,"../../source/remote_data_source":205,underscore:92}],160:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),n=t("./glyph"),o=t("../../mapper/linear_color_mapper"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._set_data=function(){var t,e,i,n,r,s,o,l,u,h,c;for((null==this.image_data||this.image_data.length!==this.image.length)&amp;&amp;(this.image_data=new Array(this.image.length)),(null==this.width||this.width.length!==this.image.length)&amp;&amp;(this.width=new Array(this.image.length)),(null==this.height||this.height.length!==this.image.length)&amp;&amp;(this.height=new Array(this.image.length)),c=[],s=u=0,h=this.image.length;h&gt;=0?h&gt;u:u&gt;h;s=h&gt;=0?++u:--u)null!=this.rows?(this.height[s]=this.rows[s],this.width[s]=this.cols[s]):(this.height[s]=this.image[s].length,this.width[s]=this.image[s][0].length),i=document.createElement("canvas"),i.width=this.width[s],i.height=this.height[s],r=i.getContext("2d"),o=r.getImageData(0,0,this.width[s],this.height[s]),n=this.mget("color_mapper"),l=null!=this.rows?this.image[s]:a.flatten(this.image[s]),t=n.v_map_screen(l),e=new Uint8ClampedArray(t),o.data.set(e),r.putImageData(o,0,0),this.image_data[s]=i,this.max_dw=0,"data"===this.dw.units&amp;&amp;(this.max_dw=a.max(this.dw)),this.max_dh=0,"data"===this.dh.units&amp;&amp;(this.max_dh=a.max(this.dh)),c.push(this._xy_index());return c},e.prototype._map_data=function(){return this.sw=this.sdist(this.renderer.xmapper,this.x,this.dw,"edge",this.mget("dilate")),this.sh=this.sdist(this.renderer.ymapper,this.y,this.dh,"edge",this.mget("dilate"))},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(r=i.image_data,h=i.sx,c=i.sy,u=i.sw,l=i.sh,a=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),s=0,o=e.length;o&gt;s;s++)n=e[s],null!=r[n]&amp;&amp;(isNaN(h[n]+c[n]+u[n]+l[n])||(p=c[n],t.translate(0,p),t.scale(1,-1),t.translate(0,-p),t.drawImage(r[n],0|h[n],0|c[n],u[n],l[n]),t.translate(0,p),t.scale(1,-1),t.translate(0,-p)));return t.setImageSmoothingEnabled(a)},e.prototype.bounds=function(){var t;return t=this.index.data.bbox,[[t[0],t[2]+this.max_dw],[t[1],t[3]+this.max_dh]]},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Image",e.prototype.visuals=[],e.prototype.distances=["dw","dh"],e.prototype.fields=["image:array","?rows","?cols","palette:string"],e.prototype.display_defaults=function(){return a.extend({},e.__super__.display_defaults.call(this),{dilate:!1})},e}(n.Model),e.exports={Model:r,View:s}},{"../../mapper/linear_color_mapper":140,"./glyph":158,underscore:92}],161:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._set_data=function(t,e){var i,n,r,s,a,l,u,h,c,p,d,f,g,m;for((null==this.image_data||this.image_data.length!==this.image.length)&amp;&amp;(this.image_data=new Array(this.image.length)),(null==this.width||this.width.length!==this.image.length)&amp;&amp;(this.width=new Array(this.image.length)),(null==this.height||this.height.length!==this.image.length)&amp;&amp;(this.height=new Array(this.image.length)),m=[],u=p=0,f=this.image.length;f&gt;=0?f&gt;p:p&gt;f;u=f&gt;=0?++p:--p)if(null==e||u===e){if(null!=this.rows?(this.height[u]=this.rows[u],this.width[u]=this.cols[u]):(this.height[u]=this.image[u].length,this.width[u]=this.image[u][0].length),r=document.createElement("canvas"),r.width=this.width[u],r.height=this.height[u],a=r.getContext("2d"),h=a.getImageData(0,0,this.width[u],this.height[u]),null!=this.rows)h.data.set(new Uint8ClampedArray(this.image[u]));else{for(l=o.flatten(this.image[u]),i=new ArrayBuffer(4*l.length),s=new Uint32Array(i),c=d=0,g=l.length;g&gt;=0?g&gt;d:d&gt;g;c=g&gt;=0?++d:--d)s[c]=l[c];n=new Uint8ClampedArray(i),h.data.set(n)}a.putImageData(h,0,0),this.image_data[u]=r,this.max_dw=0,"data"===this.dw.units&amp;&amp;(this.max_dw=o.max(this.dw)),this.max_dh=0,"data"===this.dh.units?m.push(this.max_dh=o.max(this.dh)):m.push(void 0)}return m},e.prototype._map_data=function(){return this.sw=this.sdist(this.renderer.xmapper,this.x,this.dw,"edge",this.mget("dilate")),this.sh=this.sdist(this.renderer.ymapper,this.y,this.dh,"edge",this.mget("dilate"))},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(r=i.image_data,h=i.sx,c=i.sy,u=i.sw,l=i.sh,a=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),s=0,o=e.length;o&gt;s;s++)n=e[s],isNaN(h[n]+c[n]+u[n]+l[n])||(p=c[n],t.translate(0,p),t.scale(1,-1),t.translate(0,-p),t.drawImage(r[n],0|h[n],0|c[n],u[n],l[n]),t.translate(0,p),t.scale(1,-1),t.translate(0,-p));return t.setImageSmoothingEnabled(a)},e.prototype.bounds=function(){var t;return t=this.index.data.bbox,[[t[0],t[2]+this.max_dw],[t[1],t[3]+this.max_dh]]},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="ImageRGBA",e.prototype.visuals=[],e.prototype.distances=["dw","dh"],e.prototype.fields=["image:array","?rows","?cols"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{dilate:!1})},e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,underscore:92}],162:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._set_data=function(){var t;return 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e,i,n,r,s,o,l,u,h;for(n=[t.vx,t.vy],u=n[0],h=n[1],s=a.create_hit_test_result(),"v"===t.direction?(o=this.renderer.ymapper.map_from_target(h),l=this.y):(o=this.renderer.xmapper.map_from_target(u),l=this.x),e=i=0,r=l.length-1;r&gt;=0?r&gt;i:i&gt;r;e=r&gt;=0?++i:--i)l[e]&lt;=o&amp;&amp;o&lt;=l[e+1]&amp;&amp;(s["0d"].flag=!0,s["0d"].indices.push(e));return s},e.prototype.get_interpolation_hit=function(t,e){var i,n,r,s,o,l,u,h,c,p,d,f,g,m,_,v,y,b,w;return i=[e.vx,e.vy],p=i[0],d=i[1],n=[this.x[t],this.y[t],this.x[t+1],this.y[t+1]],m=n[0],b=n[1],_=n[2],w=n[3],"point"===e.type?(r=this.renderer.ymapper.v_map_from_target([d-1,d+1]),v=r[0],y=r[1],s=this.renderer.xmapper.v_map_from_target([p-1,p+1]),f=s[0],g=s[1]):"v"===e.direction?(o=this.renderer.ymapper.v_map_from_target([d,d]),v=o[0],y=o[1],l=[m,_],f=l[0],g=l[1]):(u=this.renderer.xmapper.v_map_from_target([p,p]),f=u[0],g=u[1],h=[b,w],v=h[0],y=h[1]),c=a.check_2_segments_intersect(f,v,g,y,m,b,_,w),[c.x,c.y]},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Line",e.prototype.visuals=["line"],e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,underscore:92}],164:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in 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t,e,i,n;for(i=this.index.search([k,C,M,D]),n=[],t=0,e=i.length;e&gt;t;t++)x=i[t],n.push(x[4].i);return n}.call(this),n=[],s=0,l=e.length;l&gt;s;s++)r=e[s],d=this.size[r]/2,i=Math.abs(this.sx[r]-f)+Math.abs(this.sy[r]-g),Math.abs(this.sx[r]-f)&lt;=d&amp;&amp;Math.abs(this.sy[r]-g)&lt;=d&amp;&amp;n.push([r,i]);return p=a.create_hit_test_result(),p["1d"].indices=o.chain(n).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),p},e.prototype._hit_rect=function(t){var e,i,n,r,s,o,l,u;return e=this.renderer.xmapper.v_map_from_target([t.vx0,t.vx1],!0),s=e[0],o=e[1],i=this.renderer.ymapper.v_map_from_target([t.vy0,t.vy1],!0),l=i[0],u=i[1],n=a.create_hit_test_result(),n["1d"].indices=function(){var t,e,i,n;for(i=this.index.search([s,l,o,u]),n=[],t=0,e=i.length;e&gt;t;t++)r=i[t],n.push(r[4].i);return n}.call(this),n},e.prototype._hit_poly=function(t){var 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n,r,s,o,a,l,u,h,c,p,d,f,g,m;for(f=i.sxs,m=i.sys,this.sxss=this._build_discontinuous_object(f),this.syss=this._build_discontinuous_object(m),p=[],s=0,a=e.length;a&gt;s;s++){if(n=e[s],u=[f[n],m[n]],d=u[0],g=u[1],this.visuals.fill.do_fill){for(this.visuals.fill.set_vectorize(t,n),r=o=0,h=d.length;h&gt;=0?h&gt;o:o&gt;h;r=h&gt;=0?++o:--o)0!==r?isNaN(d[r]+g[r])?(t.closePath(),t.fill(),t.beginPath()):t.lineTo(d[r],g[r]):(t.beginPath(),t.moveTo(d[r],g[r]));t.closePath(),t.fill()}if(this.visuals.line.do_stroke){for(this.visuals.line.set_vectorize(t,n),r=l=0,c=d.length;c&gt;=0?c&gt;l:l&gt;c;r=c&gt;=0?++l:--l)0!==r?isNaN(d[r]+g[r])?(t.closePath(),t.stroke(),t.beginPath()):t.lineTo(d[r],g[r]):(t.beginPath(),t.moveTo(d[r],g[r]));t.closePath(),p.push(t.stroke())}else p.push(void 0)}return p},e.prototype._hit_point=function(t){var e,i,n,r,s,o,l,u,h,c,p,d,f,g,m,_,v,y,b;for(u=[t.vx,t.vy],_=u[0],v=u[1],d=this.renderer.plot_view.canvas.vx_to_sx(_),g=this.renderer.plot_view.canvas.vy_to_sy(v),y=this.renderer.xmapper.map_from_target(_,!0),b=this.renderer.ymapper.map_from_target(v,!0),e=function(){var t,e,i,n;for(i=this.index.search([y,b,y,b]),n=[],t=0,e=i.length;e&gt;t;t++)y=i[t],n.push(y[4].i);return n}.call(this),i=[],n=o=0,h=e.length;h&gt;=0?h&gt;o:o&gt;h;n=h&gt;=0?++o:--o)for(r=e[n],f=this.sxss[r],m=this.syss[r],s=l=0,c=f.length;c&gt;=0?c&gt;l:l&gt;c;s=c&gt;=0?++l:--l)a.point_in_poly(d,g,f[s],m[s])&amp;&amp;i.push(r);return p=a.create_hit_test_result(),p["1d"].indices=i,p},e.prototype._get_snap_coord=function(t){var e,i,n,r;for(r=0,e=0,i=t.length;i&gt;e;e++)n=t[e],r+=n;return r/t.length},e.prototype.scx=function(t,e,i){var n,r,s,o,l;if(1===this.sxss[t].length)return this._get_snap_coord(this.sxs[t]);for(o=this.sxss[t],l=this.syss[t],n=r=0,s=o.length;s&gt;=0?s&gt;r:r&gt;s;n=s&gt;=0?++r:--r)if(a.point_in_poly(e,i,o[n],l[n]))return this._get_snap_coord(o[n]);return null},e.prototype.scy=function(t,e,i){var n,r,s,o,l;if(1===this.syss[t].length)return this._get_snap_coord(this.sys[t]);for(o=this.sxss[t],l=this.syss[t],n=r=0,s=o.length;s&gt;=0?s&gt;r:r&gt;s;n=s&gt;=0?++r:--r)if(a.point_in_poly(e,i,o[n],l[n]))return this._get_snap_coord(l[n])},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Patches",e.prototype.coords=[["xs","ys"]],e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,rbush:89,underscore:92}],181:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("rbush"),n=t("./glyph"),a=t("../../common/hittest"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){var t,e,i,n,r;for(e=l(),n=[],t=i=0,r=this.left.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.left[t]+this.right[t]+this.top[t]+this.bottom[t])||n.push([this.left[t],this.bottom[t],this.right[t],this.top[t],{i:t}]);return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;for(l=i.sleft,u=i.sright,h=i.stop,a=i.sbottom,o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(l[n]+h[n]+u[n]+a[n])||(this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,n),t.fillRect(l[n],h[n],u[n]-l[n],a[n]-h[n])),this.visuals.line.do_stroke?(t.beginPath(),t.rect(l[n],h[n],u[n]-l[n],a[n]-h[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,o,l;return i=[t.vx,t.vy],r=i[0],s=i[1],o=this.renderer.xmapper.map_from_target(r,!0),l=this.renderer.ymapper.map_from_target(s,!0),e=function(){var t,e,i,n;for(i=this.index.search([o,l,o,l]),n=[],t=0,e=i.length;e&gt;t;t++)o=i[t],n.push(o[4].i);return n}.call(this),n=a.create_hit_test_result(),n["1d"].indices=e,n},e.prototype.scx=function(t){return(this.sleft[t]+this.sright[t])/2},e.prototype.scy=function(t){return(this.stop[t]+this.sbottom[t])/2},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Quad",e.prototype.coords=[["right","bottom"],["left","top"]],e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,rbush:89,underscore:92}],182:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("rbush"),n=t("./glyph"),a=function(t,e,i){var n,r;return e===(t+i)/2?[t,i]:(r=(t-e)/(t-2*e+i),n=t*Math.pow(1-r,2)+2*e*(1-r)*r+i*Math.pow(r,2),[Math.min(t,i,n),Math.max(t,i,n)])},s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){var t,e,i,n,r,s,o,u,h,c,p;for(e=l(),n=[],t=i=0,r=this.x0.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.x0[t]+this.x1[t]+this.y0[t]+this.y1[t]+this.cx[t]+this.cy[t])||(s=a(this.x0[t],this.cx[t],this.x1[t]),u=s[0],h=s[1],o=a(this.y0[t],this.cy[t],this.y1[t]),c=o[0],p=o[1],n.push([u,c,h,p,{i:t}]));return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(u=i.sx0,c=i.sy0,h=i.sx1,p=i.sy1,a=i.scx,l=i.scy,this.visuals.line.do_stroke){for(o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(u[n]+c[n]+h[n]+p[n]+a[n]+l[n])||(t.beginPath(),t.moveTo(u[n],c[n]),t.quadraticCurveTo(a[n],l[n],h[n],p[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke()));return o}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Quadratic",e.prototype.visuals=["line"],e.prototype.coords=[["x0","y0"],["x1","y1"],["cx","cy"]],e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,rbush:89,underscore:92}],183:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return this.slength=this.sdist(this.renderer.xmapper,this.x,this.length)},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g;if(d=i.sx,f=i.sy,p=i.slength,n=i.angle,this.visuals.line.do_stroke){for(g=this.renderer.plot_view.frame.get("width"),r=this.renderer.plot_view.frame.get("height"),o=2*(g+r),s=a=0,h=p.length;h&gt;=0?h&gt;a:a&gt;h;s=h&gt;=0?++a:--a)0===p[s]&amp;&amp;(p[s]=o);for(c=[],l=0,u=e.length;u&gt;l;l++)s=e[l],isNaN(d[s]+f[s]+n[s]+p[s])||(t.translate(d[s],f[s]),t.rotate(n[s]),t.beginPath(),t.moveTo(0,0),t.lineTo(p[s],0),this.visuals.line.set_vectorize(t,s),t.stroke(),t.rotate(-n[s]),c.push(t.translate(-d[s],-f[s])));return c}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="Ray",e.prototype.visuals=["line"],e.prototype.distances=["length"],e.prototype.angles=["angle"],e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,underscore:92}],184:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),a=t("../../common/hittest"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._set_data=function(){return this.max_w2=0,"data"===this.distances.width.units&amp;&amp;(this.max_w2=this.max_width/2),this.max_h2=0,"data"===this.distances.height.units?this.max_h2=this.max_height/2:void 0},e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.width.units?this.sw=this.sdist(this.renderer.xmapper,this.x,this.width,"center",this.mget("dilate")):this.sw=this.width,"data"===this.distances.height.units?this.sh=this.sdist(this.renderer.ymapper,this.y,this.height,"center",this.mget("dilate")):this.sh=this.height},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(c=i.sx,p=i.sy,h=i.sw,u=i.sh,n=i.angle,this.visuals.fill.do_fill)for(s=0,a=e.length;a&gt;s;s++)r=e[s],isNaN(c[r]+p[r]+h[r]+u[r]+n[r])||(this.visuals.fill.set_vectorize(t,r),n[r]?(t.translate(c[r],p[r]),t.rotate(n[r]),t.fillRect(-h[r]/2,-u[r]/2,h[r],u[r]),t.rotate(-n[r]),t.translate(-c[r],-p[r])):t.fillRect(c[r]-h[r]/2,p[r]-u[r]/2,h[r],u[r]));if(this.visuals.line.do_stroke){for(t.beginPath(),o=0,l=e.length;l&gt;o;o++)r=e[o],isNaN(c[r]+p[r]+h[r]+u[r]+n[r])||0!==h[r]&amp;&amp;0!==u[r]&amp;&amp;(n[r]?(t.translate(c[r],p[r]),t.rotate(n[r]),t.rect(-h[r]/2,-u[r]/2,h[r],u[r]),t.rotate(-n[r]),t.translate(-c[r],-p[r])):t.rect(c[r]-h[r]/2,p[r]-u[r]/2,h[r],u[r]),this.visuals.line.set_vectorize(t,r),t.stroke(),t.beginPath());return t.stroke()}},e.prototype._hit_rect=function(t){var e,i,n,r,s,o,l,u;return e=this.renderer.xmapper.v_map_from_target([t.vx0,t.vx1],!0),s=e[0],o=e[1],i=this.renderer.ymapper.v_map_from_target([t.vy0,t.vy1],!0),l=i[0],u=i[1],n=a.create_hit_test_result(),n["1d"].indices=function(){var t,e,i,n;for(i=this.index.search([s,l,o,u]),n=[],t=0,e=i.length;e&gt;t;t++)r=i[t],n.push(r[4].i);return n}.call(this),n},e.prototype._hit_point=function(t){var e,i,n,r,s,o,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I;for(p=[t.vx,t.vy],b=p[0],k=p[1],T=this.renderer.xmapper.map_from_target(b,!0),P=this.renderer.ymapper.map_from_target(k,!0),"screen"===this.distances.width.units?(w=b-2*this.max_width,x=b+2*this.max_width,d=this.renderer.xmapper.v_map_from_target([w,x],!0),S=d[0],A=d[1]):(S=T-2*this.max_width,A=T+2*this.max_width),"screen"===this.distances.height.units?(M=k-2*this.max_height,C=k+2*this.max_height,f=this.renderer.ymapper.v_map_from_target([M,C],!0),E=f[0],I=f[1]):(E=P-2*this.max_height,I=P+2*this.max_height),r=[],g=function(){var t,e,i,n;for(i=this.index.search([S,E,A,I]),n=[],t=0,e=i.length;e&gt;t;t++)u=i[t],n.push(u[4].i);return n}.call(this),o=0,l=g.length;l&gt;o;o++)s=g[o],v=this.renderer.plot_view.canvas.vx_to_sx(b),y=this.renderer.plot_view.canvas.vy_to_sy(k),this.angle[s]&amp;&amp;(i=Math.sqrt(Math.pow(v-this.sx[s],2)+Math.pow(y-this.sy[s],2)),_=Math.sin(-this.angle[s]),e=Math.cos(-this.angle[s]),h=e*(v-this.sx[s])-_*(y-this.sy[s])+this.sx[s],c=_*(v-this.sx[s])+e*(y-this.sy[s])+this.sy[s],v=h,y=c),D=Math.abs(this.sx[s]-v)&lt;=this.sw[s]/2,n=Math.abs(this.sy[s]-y)&lt;=this.sh[s]/2,n&amp;&amp;D&amp;&amp;r.push(s);return m=a.create_hit_test_result(),m["1d"].indices=r,m},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e.prototype._bounds=function(t){return[[t[0][0]-this.max_w2,t[0][1]+this.max_w2],[t[1][0]-this.max_h2,t[1][1]+this.max_h2]]},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Rect",e.prototype.distances=["width","height"],e.prototype.angles=["angle"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{angle:0,dilate:!1})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,underscore:92}],185:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),a=t("rbush"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){var t,e,i,n,r;for(e=a(),n=[],t=i=0,r=this.x0.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.x0[t]+this.x1[t]+this.y0[t]+this.y1[t])||n.push([this.x0[t],this.y0[t],this.x1[t],this.y1[t],{i:t}]);return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;if(a=i.sx0,u=i.sy0,l=i.sx1,h=i.sy1,this.visuals.line.do_stroke){for(o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(a[n]+u[n]+l[n]+h[n])||(t.beginPath(),t.moveTo(a[n],u[n]),t.lineTo(l[n],h[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke()));return o}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Segment",e.prototype.visuals=["line"],e.prototype.coords=[["x0","y0"],["x1","y1"]],e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,rbush:89,underscore:92}],186:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),a=t("../../common/properties"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.text_props=new a.Text({obj:this.model,prefix:""})},e.prototype._index_data=function(){return this._xy_index()},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(l=i.sx,u=i.sy,c=i.x_offset,p=i.y_offset,n=i.angle,h=i.text,a=[],s=0,o=e.length;o&gt;s;s++)r=e[s],isNaN(l[r]+u[r]+c[r]+p[r]+n[r])||null==h[r]||(t.save(),t.translate(l[r]+c[r],u[r]+p[r]),t.rotate(n[r]),this.visuals.text.set_vectorize(t,r),t.fillText(h[r],0,0),a.push(t.restore()));return a},e.prototype.draw_legend=function(t,e,i,n,r){return t.save(),this.text_props.set_value(t),t.font=this.text_props.font_value(),t.font=t.font.replace(/\b[\d\.]+[\w]+\b/,"10pt"),t.textAlign="right",t.textBaseline="middle",t.fillText("text",i,(n+r)/2),t.restore()},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Text",e.prototype.visuals=["text"],e.prototype.distances=["x_offset","y_offset"],e.prototype.angles=["angle"],e.prototype.fields=["text:string"],e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{angle:0,x_offset:0,y_offset:0})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/properties":126,"./glyph":158,underscore:92}],187:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("../../common/mathutils"),n=t("./glyph"),a=t("../../common/hittest"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.radius.units?this.sradius=this.sdist(this.renderer.xmapper,this.x,this.radius):this.sradius=this.radius},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(c=i.sx,p=i.sy,u=i.sradius,h=i.start_angle,r=i.end_angle,n=i.direction,l=[],o=0,a=e.length;a&gt;o;o++)s=e[o],isNaN(c[s]+p[s]+u[s]+h[s]+r[s]+n[s])||(t.beginPath(),t.arc(c[s],p[s],u[s],h[s],r[s],n[s]),t.lineTo(c[s],p[s]),t.closePath(),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,s),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,s),l.push(t.stroke())):l.push(void 0));return l},e.prototype._hit_point=function(t){var e,i,n,r,s,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F;for(g=[t.vx,t.vy],T=g[0],P=g[1],N=this.renderer.xmapper.map_from_target(T,!0),j=this.renderer.ymapper.map_from_target(P,!0),"data"===this.distances.radius.units?(R=N-this.max_radius,z=N+this.max_radius,O=j-this.max_radius,F=j+this.max_radius):(S=T-this.max_radius,A=T+this.max_radius,m=this.renderer.xmapper.v_map_from_target([S,A],!0),R=m[0],z=m[1],E=P-this.max_radius,I=P+this.max_radius,_=this.renderer.ymapper.v_map_from_target([E,I],!0),O=_[0],F=_[1]),i=[],v=function(){var t,e,i,n;for(i=this.index.search([R,O,z,F]),n=[],t=0,e=i.length;e&gt;t;t++)d=i[t],n.push(d[4].i);return n}.call(this),u=0,c=v.length;c&gt;u;u++)s=v[u],f=Math.pow(this.sradius[s],2),x=this.renderer.xmapper.map_to_target(N,!0),k=this.renderer.xmapper.map_to_target(this.x[s],!0),C=this.renderer.ymapper.map_to_target(j,!0),D=this.renderer.ymapper.map_to_target(this.y[s],!0),n=Math.pow(x-k,2)+Math.pow(C-D,2),f&gt;=n&amp;&amp;i.push([s,n]);for(r=[],h=0,p=i.length;p&gt;h;h++)y=i[h],s=y[0],n=y[1],w=this.renderer.plot_view.canvas.vx_to_sx(T),M=this.renderer.plot_view.canvas.vy_to_sy(P),e=Math.atan2(M-this.sy[s],w-this.sx[s]),l.angle_between(-e,-this.start_angle[s],-this.end_angle[s],this.direction[s])&amp;&amp;r.push([s,n]);return b=a.create_hit_test_result(),b["1d"].indices=o.chain(r).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),b},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Wedge",e.prototype.distances=["radius"],e.prototype.angles=["start_angle","end_angle"],e.prototype.fields=["direction:direction"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:"anticlock"})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"../../common/mathutils":120,"./glyph":158,underscore:92}],188:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C=function(t,e){function i(){this.constructor=t}for(var n in e)D.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},D={}.hasOwnProperty;f=t("underscore"),w=null!=i._bokehTest?i._bokehTest.kiwi:t("kiwi"),l=t("../../common/has_parent"),h=t("../../common/layout_box"),x=t("../../common/logging").logger,p=t("../../common/plot_widget"),M=t("../../common/properties"),k=Math.PI/2,n="alphabetic",c="middle",a="hanging",u="left",d="right",o="center",v={above:{parallel:0,normal:-k,horizontal:0,vertical:-k},below:{parallel:0,normal:k,horizontal:0,vertical:k},left:{parallel:-k,normal:0,horizontal:0,vertical:-k},right:{parallel:k,normal:0,horizontal:0,vertical:k}},b={above:{parallel:n,normal:c,horizontal:n,vertical:c},below:{parallel:a,normal:c,horizontal:a,vertical:c},left:{parallel:n,normal:c,horizontal:c,vertical:n},right:{parallel:n,normal:c,horizontal:c,vertical:n}},g={above:{parallel:o,normal:u,horizontal:o,vertical:u},below:{parallel:o,normal:u,horizontal:o,vertical:d},left:{parallel:o,normal:d,horizontal:d,vertical:o},right:{parallel:o,normal:u,horizontal:u,vertical:o}},m={above:d,below:u,left:d,right:u},_={above:u,below:d,left:d,right:u},y=function(t,e,i){var n,r;return f.isString(i)?(r=b[e][i],n=g[e][i]):0===i?(r=b[e][i],n=g[e][i]):0&gt;i?(r="middle",n=m[e]):i&gt;0&amp;&amp;(r="middle",n=_[e]),t.textBaseline=r,t.textAlign=n},s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return C(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.rule_props=new M.Line({obj:this.model,prefix:"axis_"}),this.major_tick_props=new M.Line({obj:this.model,prefix:"major_tick_"}),this.minor_tick_props=new M.Line({obj:this.model,prefix:"minor_tick_"}),this.major_label_props=new M.Text({obj:this.model,prefix:"major_label_"}),this.axis_label_props=new M.Text({obj:this.model,prefix:"axis_label_"}),this.x_range_name=this.mget("x_range_name"),this.y_range_name=this.mget("y_range_name")},e.prototype.render=function(){var t;if(this.mget("visible"))return t=this.plot_view.canvas_view.ctx,t.save(),this._draw_rule(t),this._draw_major_ticks(t),this._draw_minor_ticks(t),this._draw_major_labels(t),this._draw_axis_label(t),t.restore()},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,"change",this.plot_view.request_render)},e.prototype._draw_rule=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m;if(this.rule_props.do_stroke){for(o=e=this.mget("rule_coords"),d=o[0],g=o[1],a=this.plot_view.map_to_screen(d,g,this.x_range_name,this.y_range_name),c=a[0],p=a[1],l=this.mget("normals"),r=l[0],s=l[1],u=this.mget("offsets"),f=u[0],m=u[1],this.rule_props.set_value(t),t.beginPath(),t.moveTo(Math.round(c[0]+r*f),Math.round(p[0]+s*m)),i=n=1,h=c.length;h&gt;=1?h&gt;n:n&gt;h;i=h&gt;=1?++n:--n)t.lineTo(Math.round(c[i]+r*f),Math.round(p[i]+s*m));return t.stroke()}},e.prototype._draw_major_ticks=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y;if(this.major_tick_props.do_stroke){for(e=this.mget("tick_coords"),o=e.major,m=o[0],v=o[1],a=this.plot_view.map_to_screen(m,v,this.x_range_name,this.y_range_name),p=a[0],d=a[1],l=this.mget("normals"),r=l[0],s=l[1],u=this.mget("offsets"),_=u[0],y=u[1],f=this.mget("major_tick_in"),g=this.mget("major_tick_out"),this.major_tick_props.set_value(t),c=[],i=n=0,h=p.length;h&gt;=0?h&gt;n:n&gt;h;i=h&gt;=0?++n:--n)t.beginPath(),t.moveTo(Math.round(p[i]+r*g+r*_),Math.round(d[i]+s*g+s*y)),t.lineTo(Math.round(p[i]-r*f+r*_),Math.round(d[i]-s*f+s*y)),c.push(t.stroke());return c}},e.prototype._draw_minor_ticks=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y;if(this.minor_tick_props.do_stroke){for(e=this.mget("tick_coords"),o=e.minor,m=o[0],v=o[1],a=this.plot_view.map_to_screen(m,v,this.x_range_name,this.y_range_name),p=a[0],d=a[1],l=this.mget("normals"),r=l[0],s=l[1],u=this.mget("offsets"),_=u[0],y=u[1],f=this.mget("minor_tick_in"),g=this.mget("minor_tick_out"),this.minor_tick_props.set_value(t),c=[],i=n=0,h=p.length;h&gt;=0?h&gt;n:n&gt;h;i=h&gt;=0?++n:--n)t.beginPath(),t.moveTo(Math.round(p[i]+r*g+r*_),Math.round(d[i]+s*g+s*y)),t.lineTo(Math.round(p[i]-r*f+r*_),Math.round(d[i]-s*f+s*y)),c.push(t.stroke());return c}},e.prototype._draw_major_labels=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,g,m,_,b,w,x,k,M,C,D;for(i=this.mget("tick_coords"),h=i.major,k=h[0],C=h[1],c=this.plot_view.map_to_screen(k,C,this.x_range_name,this.y_range_name),w=c[0],x=c[1],p=this.mget("normals"),a=p[0],l=p[1],d=this.mget("offsets"),M=d[0],D=d[1],n=this.mget("dimension"),_=this.mget("location"),u=this.mget("major_label_orientation"),e=f.isString(u)?v[_][u]:-u,b=this.model._tick_extent(this)+this.mget("major_label_standoff"),o=this.mget("formatter").format(i.major[n]),this.major_label_props.set_value(t),y(t,_,u),m=[],r=s=0,g=w.length;g&gt;=0?g&gt;s:s&gt;g;r=g&gt;=0?++s:--s)e?(t.translate(w[r]+a*b+a*M,x[r]+l*b+l*D),t.rotate(e),t.fillText(o[r],0,0),t.rotate(-e),m.push(t.translate(-w[r]-a*b+a*M,-x[r]-l*b+l*D))):m.push(t.fillText(o[r],Math.round(w[r]+a*b+a*M),Math.round(x[r]+l*b+l*D)));return m},e.prototype._draw_axis_label=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_;return i=this.mget("axis_label"),null!=i?(o=this.mget("rule_coords"),f=o[0],m=o[1],a=this.plot_view.map_to_screen(f,m,this.x_range_name,this.y_range_name),p=a[0],d=a[1],l=this.mget("normals"),n=l[0],r=l[1],u=this.mget("offsets"),g=u[0],_=u[1],h=this.mget("location"),s="parallel",e=v[h][s],c=this.model._tick_extent(this)+this.model._tick_label_extent(this)+this.mget("axis_label_standoff"),p=(p[0]+p[p.length-1])/2,d=(d[0]+d[d.length-1])/2,this.axis_label_props.set_value(t),y(t,h,s),e?(t.translate(p+n*c+n*g,d+r*c+r*_),t.rotate(e),t.fillText(i,0,0),t.rotate(-e),t.translate(-p-n*c+n*g,-d-r*c+r*_)):t.fillText(i,p+n*c+n*g,d+r*c+r*_)):void 0},e}(p),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return C(e,t),e.prototype.default_view=s,e.prototype.type="Axis",e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("computed_bounds",this._computed_bounds,!1),this.add_dependencies("computed_bounds",this,["bounds"]),this.add_dependencies("computed_bounds",this.get("plot"),["x_range","y_range"]),
this.register_property("rule_coords",this._rule_coords,!1),this.add_dependencies("rule_coords",this,["computed_bounds","side"]),this.register_property("tick_coords",this._tick_coords,!1),this.add_dependencies("tick_coords",this,["computed_bounds","location"]),this.register_property("ranges",this._ranges,!0),this.register_property("normals",function(){return this._normals},!0),this.register_property("dimension",function(){return this._dim},!0),this.register_property("offsets",this._offsets,!0)},e.prototype.initialize_layout=function(t){var e,i;return e=new h.Model({solver:t}),this.panel=e,this._top=e._top,this._bottom=e._bottom,this._left=e._left,this._right=e._right,this._width=e._width,this._height=e._height,i=this.get("location"),"above"===i?(this._dim=0,this._normals=[0,-1],this._size=e._height,this._anchor=e._bottom):"below"===i?(this._dim=0,this._normals=[0,1],this._size=e._height,this._anchor=e._top):"left"===i?(this._dim=1,this._normals=[-1,0],this._size=e._width,this._anchor=e._right):"right"===i?(this._dim=1,this._normals=[1,0],this._size=e._width,this._anchor=e._left):x.error("unrecognized side: '"+i+"'")},e.prototype.update_layout=function(t,e){var i;return i=this.get("visible")?this._tick_extent(t)+this._tick_label_extent(t)+this._axis_label_extent(t):0,null==this._last_size&amp;&amp;(this._last_size=-1),i!==this._last_size?(this._last_size=i,null!=this._size_constraint&amp;&amp;e.remove_constraint(this._size_constraint),this._size_constraint=new w.Constraint(new w.Expression(this._size,-i),w.Operator.Eq),e.add_constraint(this._size_constraint)):void 0},e.prototype._offsets=function(){var t,e,i,n,r;return i=this.get("location"),e=[0,0],n=e[0],r=e[1],t=this.get("plot").get("frame"),"below"===i?r=Math.abs(this.panel.get("top")-t.get("bottom")):"above"===i?r=Math.abs(this.panel.get("bottom")-t.get("top")):"right"===i?n=Math.abs(this.panel.get("left")-t.get("right")):"left"===i&amp;&amp;(n=Math.abs(this.panel.get("right")-t.get("left"))),[n,r]},e.prototype._ranges=function(){var t,e,i,n;return e=this.get("dimension"),i=(e+1)%2,t=this.get("plot").get("frame"),n=[t.get("x_ranges")[this.get("x_range_name")],t.get("y_ranges")[this.get("y_range_name")]],[n[e],n[i]]},e.prototype._computed_bounds=function(){var t,e,i,n,r,s,o,a;return r=this.get("ranges"),i=r[0],t=r[1],a=null!=(s=this.get("bounds"))?s:"auto",n=[i.get("min"),i.get("max")],"auto"===a?n:f.isArray(a)?(Math.abs(a[0]-a[1])&gt;Math.abs(n[0]-n[1])?(o=Math.max(Math.min(a[0],a[1]),n[0]),e=Math.min(Math.max(a[0],a[1]),n[1])):(o=Math.min(a[0],a[1]),e=Math.max(a[0],a[1])),[o,e]):(x.error("user bounds '"+a+"' not understood"),null)},e.prototype._rule_coords=function(){var t,e,i,n,r,s,o,a,l,u,h,c;return n=this.get("dimension"),r=(n+1)%2,a=this.get("ranges"),o=a[0],e=a[1],l=this.get("computed_bounds"),u=l[0],i=l[1],h=new Array(2),c=new Array(2),t=[h,c],s=this._get_loc(e),t[n][0]=Math.max(u,o.get("min")),t[n][1]=Math.min(i,o.get("max")),t[n][0]&gt;t[n][1]&amp;&amp;(t[n][0]=t[n][1]=NaN),t[r][0]=s,t[r][1]=s,t},e.prototype._tick_coords=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T;if(n=this.get("dimension"),s=(n+1)%2,v=this.get("ranges"),g=v[0],e=v[1],y=this.get("computed_bounds"),M=y[0],i=y[1],C=this.get("ticker").get_ticks(M,i,g,{}),h=C.major,f=C.minor,l=this._get_loc(e),D=[],T=[],t=[D,T],p=[],d=[],c=[p,d],"FactorRange"===g.type)for(r=o=0,b=h.length;b&gt;=0?b&gt;o:o&gt;b;r=b&gt;=0?++o:--o)t[n].push(h[r]),t[s].push(l);else{for(w=[g.get("min"),g.get("max")],_=w[0],m=w[1],r=a=0,x=h.length;x&gt;=0?x&gt;a:a&gt;x;r=x&gt;=0?++a:--a)h[r]&lt;_||h[r]&gt;m||(t[n].push(h[r]),t[s].push(l));for(r=u=0,k=f.length;k&gt;=0?k&gt;u:u&gt;k;r=k&gt;=0?++u:--u)f[r]&lt;_||f[r]&gt;m||(c[n].push(f[r]),c[s].push(l))}return{major:t,minor:c}},e.prototype._get_loc=function(t){var e,i,n,r;return i=t.get("start"),e=t.get("end"),r=this.get("location"),"left"===r||"below"===r?n="start":("right"===r||"above"===r)&amp;&amp;(n="end"),t.get(n)},e.prototype._tick_extent=function(t){return this.get("major_tick_out")},e.prototype._tick_label_extent=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,g,m,_,y,b,w;for(o=0,s=this.get("dimension"),r=t.plot_view.canvas_view.ctx,n=this.get("tick_coords").major,_=this.get("location"),d=this.get("major_label_orientation"),p=this.get("formatter").format(n[s]),t.major_label_props.set_value(r),f.isString(d)?(u=1,e=v[_][d]):(u=2,e=-d),e=Math.abs(e),i=Math.cos(e),m=Math.sin(e),"above"===_||"below"===_?(w=m,l=i):(w=i,l=m),h=c=0,g=p.length;g&gt;=0?g&gt;c:c&gt;g;h=g&gt;=0?++c:--c)null!=p[h]&amp;&amp;(b=1.1*r.measureText(p[h]).width,a=.9*r.measureText(p[h]).ascent,y=b*w+a/u*l,y&gt;o&amp;&amp;(o=y));return o&gt;0&amp;&amp;(o+=this.get("major_label_standoff")),o},e.prototype._axis_label_extent=function(t){var e,i,n,r,s,o,a,l,u;return r=0,l=this.get("location"),o="parallel",n=t.plot_view.canvas_view.ctx,t.axis_label_props.set_value(n),e=Math.abs(v[l][o]),i=Math.cos(e),a=Math.sin(e),this.get("axis_label")&amp;&amp;(r+=this.get("axis_label_standoff"),t.axis_label_props.set_value(n),u=1.1*n.measureText(this.get("axis_label")).width,s=.9*n.measureText(this.get("axis_label")).ascent,r+="above"===l||"below"===l?u*a+s*i:u*i+s*a),r},e.prototype.defaults=function(){return f.extend({},e.__super__.defaults.call(this),{x_range_name:"default",y_range_name:"default"})},e.prototype.display_defaults=function(){return f.extend({},e.__super__.display_defaults.call(this),{level:"overlay",visible:!0,axis_line_color:"black",axis_line_width:1,axis_line_alpha:1,axis_line_join:"miter",axis_line_cap:"butt",axis_line_dash:[],axis_line_dash_offset:0,major_tick_in:2,major_tick_out:6,major_tick_line_color:"black",major_tick_line_width:1,major_tick_line_alpha:1,major_tick_line_join:"miter",major_tick_line_cap:"butt",major_tick_line_dash:[],major_tick_line_dash_offset:0,minor_tick_in:0,minor_tick_out:4,minor_tick_line_color:"black",minor_tick_line_width:1,minor_tick_line_alpha:1,minor_tick_line_join:"miter",minor_tick_line_cap:"butt",minor_tick_line_dash:[],minor_tick_line_dash_offset:0,major_label_standoff:5,major_label_orientation:"horizontal",major_label_text_font:"helvetica",major_label_text_font_size:"10pt",major_label_text_font_style:"normal",major_label_text_color:"#444444",major_label_text_alpha:1,major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label:"",axis_label_standoff:5,axis_label_text_font:"helvetica",axis_label_text_font_size:"16pt",axis_label_text_font_style:"normal",axis_label_text_color:"#444444",axis_label_text_alpha:1,axis_label_text_align:"center",axis_label_text_baseline:"alphabetic"})},e}(l),e.exports={Model:r,View:s}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"../../common/has_parent":114,"../../common/layout_box":117,"../../common/logging":119,"../../common/plot_widget":125,"../../common/properties":126,kiwi:303,underscore:92}],189:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("../../common/logging").logger,n=t("./axis"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e}(n.View),r=function(e){function i(){return i.__super__.constructor.apply(this,arguments)}return a(i,e),i.prototype.default_view=s,i.prototype.type="CategoricalAxis",i.prototype.initialize=function(e,n){var r;return i.__super__.initialize.call(this,e,n),r=t("../../common/base").Collections,null==this.get("ticker")&amp;&amp;this.set_obj("ticker",r("CategoricalTicker").create()),null==this.get("formatter")?this.set_obj("formatter",r("CategoricalTickFormatter").create()):void 0},i.prototype._computed_bounds=function(){var t,e,i,n,r,s;return n=this.get("ranges"),e=n[0],t=n[1],s=null!=(r=this.get("bounds"))?r:"auto",i=[e.get("min"),e.get("max")],"auto"!==s&amp;&amp;o.warn("Categorical Axes only support user_bounds='auto', ignoring"),i},i}(n.Model),e.exports={Model:r,View:s}},{"../../common/base":99,"../../common/logging":119,"./axis":188}],190:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new 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this.listenTo(this.model,"change",this.request_render)},e.prototype._draw_regions=function(t){var e,i,n,r,s,o,a,l,u,h,c,p;if(this.band_props.do_fill)for(n=this.mget("grid_coords"),c=n[0],p=n[1],this.band_props.set_value(t),e=i=0,r=c.length-1;r&gt;=0?r&gt;i:i&gt;r;e=r&gt;=0?++i:--i)e%2===1&amp;&amp;(s=this.plot_view.map_to_screen(c[e],p[e],this.x_range_name,this.y_range_name),a=s[0],u=s[1],o=this.plot_view.map_to_screen(c[e+1],p[e+1],this.x_range_name,this.y_range_name),l=o[0],h=o[1],t.fillRect(a[0],u[0],l[1]-a[0],h[1]-u[0]),t.fill())},e.prototype._draw_grids=function(t){var e,i,n;if(this.grid_props.do_stroke)return e=this.mget("grid_coords"),i=e[0],n=e[1],this._draw_grid_helper(t,this.grid_props,i,n)},e.prototype._draw_minor_grids=function(t){var e,i,n;if(this.minor_grid_props.do_stroke)return e=this.mget("minor_grid_coords"),i=e[0],n=e[1],this._draw_grid_helper(t,this.minor_grid_props,i,n)},e.prototype._draw_grid_helper=function(t,e,i,n){var 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e.__super__.initialize.call(this,t,i),this.register_property("computed_bounds",this._bounds,!1),this.add_dependencies("computed_bounds",this,["bounds"]),this.register_property("grid_coords",this._grid_coords,!1),this.add_dependencies("grid_coords",this,["computed_bounds","dimension","ticker"]),this.register_property("minor_grid_coords",this._minor_grid_coords,!1),this.add_dependencies("minor_grid_coords",this,["computed_bounds","dimension","ticker"]),this.register_property("ranges",this._ranges,!0)},e.prototype._ranges=function(){var t,e,i,n;return e=this.get("dimension"),i=(e+1)%2,t=this.get("plot").get("frame"),n=[t.get("x_ranges")[this.get("x_range_name")],t.get("y_ranges")[this.get("y_range_name")]],[n[e],n[i]]},e.prototype._bounds=function(){var t,e,i,n,r,s,o,l;return r=this.get("ranges"),i=r[0],t=r[1],l=null!=(s=this.get("bounds"))?s:"auto",n=[i.get("min"),i.get("max")],a.isArray(l)?(o=Math.min(l[0],l[1]),e=Math.max(l[0],l[1]),o&lt;n[0]?o=n[0]:o&gt;n[1]&amp;&amp;(o=null),e&gt;n[1]?e=n[1]:e&lt;n[0]&amp;&amp;(e=null)):(o=n[0],e=n[1]),[o,e]},e.prototype._grid_coords=function(){return this._grid_coords_helper("major")},e.prototype._minor_grid_coords=function(){return this._grid_coords_helper("minor")},e.prototype._grid_coords_helper=function(t){var 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i=this.plot_view.canvas,n=[i.sx_to_vx(t.bokeh.sx),i.sy_to_vy(t.bokeh.sy)],s=this.plot_model.get("frame"),r=this.mget("dimensions"),o=this.model._get_dim_limits(this._baseboint,n,s,r),l=o[0],u=o[1],e=null!=(a=t.srcEvent.shiftKey)?a:!1,this._select(l,u,!0,e),this.mget("overlay").set("data",{}),this._baseboint=null,null},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h,c,p,d,f;for(c=t[0],p=t[1],d=e[0],f=e[1],null==n&amp;&amp;(n=!1),s={type:"rect",vx0:c,vx1:p,vy0:d,vy1:f},u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],r=l.get("data_source"),h=r.get("selection_manager"),h.select(this,this.plot_view.renderers[l.id],s,i,n);return null!=this.mget("callback")&amp;&amp;this._emit_callback(s),this._save_geometry(s,i,n),null},e.prototype._emit_callback=function(t){var e,i,n,r,s;n=this.mget("renderers")[0],e=this.plot_model.get("canvas"),i=this.plot_model.get("frame"),t.sx0=e.vx_to_sx(t.vx0),t.sx1=e.vx_to_sx(t.vx1),t.sy0=e.vy_to_sy(t.vy0),t.sy1=e.vy_to_sy(t.vy1),r=i.get("x_mappers")[n.get("x_range_name")],s=i.get("y_mappers")[n.get("y_range_name")],t.x0=r.map_from_target(t.vx0),t.x1=r.map_from_target(t.vx1),t.y0=s.map_from_target(t.vy0),t.y1=s.map_from_target(t.vy1),this.mget("callback").execute(this.model,{geometry:t})},e}(o.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="BoxSelectTool",e.prototype.tool_name="Box Select",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=30,e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip(this.get("tool_name"),this._check_dims(this.get("dimensions"),"box select tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"]),this.set("overlay",new s.Model),n=this.get("plot").get("renderers"),n.push(this.get("overlay")),this.get("plot").set("renderers",n)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"],select_every_mousemove:!1})},e}(o.Model),e.exports={Model:n,View:r}},{"../../renderer/overlay/box_selection":194,"./select_tool":240,underscore:92}],234:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),n=t("../../renderer/overlay/box_selection"),o=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._pan_start=function(t){var e;return e=this.plot_view.canvas,this._baseboint=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],null},e.prototype._pan=function(t){var e,i,n,r,s,o,a;return e=this.plot_view.canvas,i=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],r=this.plot_model.get("frame"),n=this.mget("dimensions"),s=this.model._get_dim_limits(this._baseboint,i,r,n),o=s[0],a=s[1],this.mget("overlay").set("data",{vxlim:o,vylim:a}),null},e.prototype._pan_end=function(t){var e,i,n,r,s,o,a;return e=this.plot_view.canvas,i=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],r=this.plot_model.get("frame"),n=this.mget("dimensions"),s=this.model._get_dim_limits(this._baseboint,i,r,n),o=s[0],a=s[1],this._update(o,a),this.mget("overlay").set("data",{}),this._baseboint=null,null},e.prototype._update=function(t,e){var i,n,r,s,o,a,l,u,h,c,p;if(!(Math.abs(t[1]-t[0])&lt;=5||Math.abs(e[1]-e[0])&lt;=5)){h={},s=this.plot_view.frame.get("x_mappers");for(r in s)n=s[r],o=n.v_map_from_target(t,!0),u=o[0],i=o[1],h[r]={start:u,end:i};c={},a=this.plot_view.frame.get("y_mappers");for(r in a)n=a[r],l=n.v_map_from_target(e,!0),u=l[0],i=l[1],c[r]={start:u,end:i};return p={xrs:h,yrs:c},this.plot_view.update_range(p)}},e}(o.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="BoxZoomTool",e.prototype.tool_name="Box Zoom",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=20,e.prototype.initialize=function(t,i){var r;return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip(this.get("tool_name"),this._check_dims(this.get("dimensions"),"box zoom tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"]),this.set("overlay",new n.Model),r=this.get("plot").get("renderers"),r.push(this.get("overlay")),this.get("plot").set("renderers",r)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"]})},e}(o.Model),e.exports={Model:r,View:s}},{"../../renderer/overlay/box_selection":194,"./gesture_tool":235,underscore:92}],235:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),n=t("../button_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._clicked=function(){return this.model.set("active",!0)},e}(n.ButtonView),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{event_type:this.event_type,default_order:this.default_order})},e}(n.Model),e.exports={Model:r,View:o,ButtonView:s}},{"../button_tool":231,underscore:92}],236:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),s=t("../../renderer/overlay/poly_selection"),o=t("./select_tool"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.listenTo(this.model,"change:active",this._active_change),this.data=null},e.prototype._active_change=function(){return this.mget("active")?void 0:this._clear_overlay()},e.prototype._keyup=function(t){return 13===t.keyCode?this._clear_overlay():void 0},e.prototype._pan_start=function(t){var e,i,n;return e=this.plot_view.canvas,i=e.sx_to_vx(t.bokeh.sx),n=e.sy_to_vy(t.bokeh.sy),this.data={vx:[i],vy:[n]},null},e.prototype._pan=function(t){var e,i,n,r,s,o,l;return i=this.plot_view.canvas,o=i.sx_to_vx(t.bokeh.sx),l=i.sy_to_vy(t.bokeh.sy),this.data.vx.push(o),this.data.vy.push(l),r=this.mget("overlay"),n={},n.vx=a.clone(this.data.vx),n.vy=a.clone(this.data.vy),r.set("data",n),this.mget("select_every_mousemove")?(e=null!=(s=t.srcEvent.shiftKey)?s:!1,this._select(this.data.vx,this.data.vy,!1,e)):void 0},e.prototype._pan_end=function(t){var e,i;return this._clear_overlay(),e=null!=(i=t.srcEvent.shiftKey)?i:!1,this._select(this.data.vx,this.data.vy,!0,e)},e.prototype._clear_overlay=function(){return this.mget("overlay").set("data",null)},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h;for(s={type:"poly",vx:t,vy:e},u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],r=l.get("data_source"),h=r.get("selection_manager"),h.select(this,this.plot_view.renderers[l.id],s,i,n);return this._save_geometry(s,i,n),null},e}(o.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="LassoSelectTool",e.prototype.tool_name="Lasso Select",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=12,e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.set("overlay",new s.Model({line_width:2})),n=this.get("plot").get("renderers"),n.push(this.get("overlay")),this.get("plot").set("renderers",n)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{select_every_mousemove:!0})},e}(o.Model),e.exports={Model:n,View:r}},{"../../renderer/overlay/poly_selection":195,"./select_tool":240,underscore:92}],237:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),
n=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._pan_start=function(t){var e,i,n,r,s,o;return this.last_dx=0,this.last_dy=0,e=this.plot_view.canvas,i=this.plot_view.frame,s=e.sx_to_vx(t.bokeh.sx),o=e.sy_to_vy(t.bokeh.sy),i.contains(s,o)||(n=i.get("h_range"),r=i.get("v_range"),(s&lt;n.get("start")||s&gt;n.get("end"))&amp;&amp;(this.v_axis_only=!0),(o&lt;r.get("start")||o&gt;r.get("end"))&amp;&amp;(this.h_axis_only=!0)),this.plot_view.interactive_timestamp=Date.now()},e.prototype._pan=function(t){return this._update(t.deltaX,-t.deltaY),this.plot_view.interactive_timestamp=Date.now()},e.prototype._pan_end=function(t){return this.h_axis_only=!1,this.v_axis_only=!1},e.prototype._update=function(t,e){var i,n,r,s,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A;r=this.plot_view.frame,u=t-this.last_dx,h=e-this.last_dy,s=o.clone(r.get("h_range")),x=s.get("start")-u,w=s.get("end")-u,T=o.clone(r.get("v_range")),D=T.get("start")-h,C=T.get("end")-h,i=this.mget("dimensions"),i.indexOf("width")&gt;-1&amp;&amp;!this.v_axis_only?(y=x,b=w,m=-u):(y=s.get("start"),b=s.get("end"),m=0),i.indexOf("height")&gt;-1&amp;&amp;!this.h_axis_only?(k=D,M=C,_=h):(k=T.get("start"),M=T.get("end"),_=0),this.last_dx=t,this.last_dy=e,S={},p=r.get("x_mappers");for(l in p)a=p[l],d=a.v_map_from_target([y,b],!0),v=d[0],n=d[1],S[l]={start:v,end:n};A={},f=r.get("y_mappers");for(l in f)a=f[l],g=a.v_map_from_target([k,M],!0),v=g[0],n=g[1],A[l]={start:v,end:n};return c={xrs:S,yrs:A,sdx:m,sdy:_},this.plot_view.update_range(c),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="PanTool",e.prototype.tool_name="Pan",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=10,e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip("Pan",this._check_dims(this.get("dimensions"),"pan tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"])},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"]})},e}(n.Model),e.exports={Model:r,View:s}},{"./gesture_tool":235,underscore:92}],238:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),s=t("../../renderer/overlay/poly_selection"),o=t("./select_tool"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.listenTo(this.model,"change:active",this._active_change),this.data=null},e.prototype._active_change=function(){return this.mget("active")?void 0:this._clear_data()},e.prototype._keyup=function(t){return 13===t.keyCode?this._clear_data():void 0},e.prototype._doubletap=function(t){var e,i;return e=null!=(i=t.srcEvent.shiftKey)?i:!1,this._select(this.data.vx,this.data.vy,!0,e),this._clear_data()},e.prototype._clear_data=function(){return this.data=null,this.mget("overlay").set("data",null)},e.prototype._tap=function(t){var e,i,n,r,s;return e=this.plot_view.canvas,r=e.sx_to_vx(t.bokeh.sx),s=e.sy_to_vy(t.bokeh.sy),null==this.data?(this.data={vx:[r],vy:[s]},null):(this.data.vx.push(r),this.data.vy.push(s),n=this.mget("overlay"),i={},i.vx=a.clone(this.data.vx),i.vy=a.clone(this.data.vy),n.set("data",i))},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h;for(s={type:"poly",vx:t,vy:e},u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],r=l.get("data_source"),h=r.get("selection_manager"),h.select(this,this.plot_view.renderers[l.id],s,i,n);return this._save_geometry(s,i,n),null},e}(o.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="PolySelectTool",e.prototype.tool_name="Poly Select",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="tap",e.prototype.default_order=11,e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.set("overlay",new s.Model),n=this.get("plot").get("renderers"),n.push(this.get("overlay")),this.get("plot").set("renderers",n)},e}(o.Model),e.exports={Model:n,View:r}},{"../../renderer/overlay/poly_selection":195,"./select_tool":240,underscore:92}],239:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.className="bk-resize-popup",e.prototype.initialize=function(t){var i;return e.__super__.initialize.call(this,t),i=this.plot_view.$el.find("div.bk-canvas-wrapper"),this.$el.appendTo(i),this.$el.hide(),this.active=!1,null},e.prototype.activate=function(){return this.active=!0,this.render(),null},e.prototype.deactivate=function(){return this.active=!1,this.render(),null},e.prototype.render=function(t){var e,i,n,r;return this.active?(e=this.plot_view.canvas,i=this.plot_view.frame,n=e.vx_to_sx(i.get("h_range").get("end")-40),r=e.vy_to_sy(i.get("v_range").get("start")+40),this.$el.attr("style","position:absolute; top:"+r+"px; left:"+n+"px;"),this.$el.show()):this.$el.hide(),this},e.prototype._pan_start=function(t){var e;return e=this.plot_view.canvas,this.ch=e.get("height"),this.cw=e.get("width"),this.plot_view.interactive_timestamp=Date.now(),null},e.prototype._pan=function(t){return this._update(t.deltaX,t.deltaY),this.plot_view.interactive_timestamp=Date.now(),null},e.prototype._update=function(t,e){var i;return this.plot_view.pause(),i=this.plot_view.canvas,i._set_dims([this.cw+t,this.ch+e]),this.plot_view.unpause(),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="ResizeTool",e.prototype.tool_name="Resize",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=40,e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{level:"overlay",data:{}})},e}(n.Model),e.exports={Model:r,View:s}},{"./gesture_tool":235,underscore:92}],240:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),a=t("../../common/logging").logger,n=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._keyup=function(t){var e,i,n,r,s,o,a;if(27===t.keyCode){for(s=this.mget("renderers"),o=[],i=0,n=s.length;n&gt;i;i++)r=s[i],e=r.get("data_source"),a=e.get("selection_manager"),o.push(a.clear());return o}},e.prototype._save_geometry=function(t,e,i){var n,r,s,l,u,h,c,p;if(n=o.clone(t),c=this.plot_view.frame.get("x_mappers")["default"],p=this.plot_view.frame.get("y_mappers")["default"],"point"===n.type)n.x=c.map_from_target(n.vx),n.y=p.map_from_target(n.vy);else if("rect"===n.type)n.x0=c.map_from_target(n.vx0),n.y0=p.map_from_target(n.vy0),n.x1=c.map_from_target(n.vx1),n.y1=p.map_from_target(n.vy1);else if("poly"===n.type)for(n.x=new Array(n.vx.length),n.y=new Array(n.vy.length),s=l=0,u=n.vx.length;u&gt;=0?u&gt;l:l&gt;u;s=u&gt;=0?++l:--l)n.x[s]=c.map_from_target(n.vx[s]),n.y[s]=p.map_from_target(n.vy[s]);else a.debug("Unrecognized selection geometry type: '"+n.type+"'");return e&amp;&amp;(h=this.plot_model.get("tool_events"),i?(r=h.get("geometries"),r.push(n)):r=[n],h.set("geometries",r),h.save()),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t,i){var n,r,s,o,l,u;for(e.__super__.initialize.call(this,t,i),o=this.get("names"),u=this.get("renderers"),0===u.length&amp;&amp;(n=this.get("plot").get("renderers"),u=function(){var t,e,i;for(i=[],t=0,e=n.length;e&gt;t;t++)l=n[t],"GlyphRenderer"===l.type&amp;&amp;i.push(l);return i}()),o.length&gt;0&amp;&amp;(u=function(){var t,e,i;for(i=[],t=0,e=u.length;e&gt;t;t++)l=u[t],o.indexOf(l.get("name"))&gt;=0&amp;&amp;i.push(l);return i}()),this.set("renderers",u),a.debug("setting "+u.length+" renderers for "+this.type+" "+this.id),r=0,s=u.length;s&gt;r;r++)l=u[r],a.debug(" - "+l.type+" "+l.id);return null},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{renderers:[],names:[],multi_select_modifier:"shift"})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/logging":119,"./gesture_tool":235,underscore:92}],241:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./select_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._tap=function(t){var e,i,n,r,s;return i=this.plot_view.canvas,r=i.sx_to_vx(t.bokeh.sx),s=i.sy_to_vy(t.bokeh.sy),e=null!=(n=t.srcEvent.shiftKey)?n:!1,this._select(r,s,!0,e)},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h,c;for(o={type:"point",vx:t,vy:e},r=this.mget("callback"),h=this.mget("renderers"),a=0,l=h.length;l&gt;a;a++)u=h[a],s=u.get("data_source"),c=s.get("selection_manager"),c.select(this,this.plot_view.renderers[u.id],o,i,n),null!=r&amp;&amp;r.execute(s);return this._save_geometry(o,i,n),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="TapTool",e.prototype.tool_name="Tap",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="tap",e.prototype.default_order=10,e}(n.Model),e.exports={Model:r,View:s}},{"./select_tool":240,underscore:92}],242:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),n=t("./gesture_tool"),("undefined"==typeof a||null===a)&amp;&amp;(a={}),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._pinch=function(t){var e;return e=t.scale&gt;=1?20*(t.scale-1):-20/t.scale,t.bokeh.delta=e,this._scroll(t)},e.prototype._scroll=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E;s=this.plot_model.get("frame"),a=s.get("h_range"),x=s.get("v_range"),k=this.plot_view.canvas.sx_to_vx(t.bokeh.sx),D=this.plot_view.canvas.sy_to_vy(t.bokeh.sy),(k&lt;a.get("start")||k&gt;a.get("end"))&amp;&amp;(w=!0),(D&lt;x.get("start")||D&gt;x.get("end"))&amp;&amp;(o=!0),u=navigator.userAgent.toLowerCase().indexOf("firefox")&gt;-1?20:1,e=null!=(null!=(c=t.originalEvent)?c.deltaY:void 0)?-t.originalEvent.deltaY*u:t.bokeh.delta,r=this.mget("speed")*e,r&gt;.9?r=.9:-.9&gt;r&amp;&amp;(r=-.9),C=a.get("start"),M=a.get("end"),S=x.get("start"),T=x.get("end"),i=this.mget("dimensions"),i.indexOf("width")&gt;-1&amp;&amp;!w?(_=C-(C-k)*r,v=M-(M-k)*r):(_=C,v=M),i.indexOf("height")&gt;-1&amp;&amp;!o?(y=S-(S-D)*r,b=T-(T-D)*r):(y=S,b=T),A={},p=s.get("x_mappers");for(h in p)l=p[h],d=l.v_map_from_target([_,v],!0),m=d[0],n=d[1],A[h]={start:m,end:n};P={},f=s.get("y_mappers");for(h in f)l=f[h],g=l.v_map_from_target([y,b],!0),m=g[0],n=g[1],P[h]={start:m,end:n};return E={xrs:A,yrs:P,factor:r},this.plot_view.update_range(E),this.plot_view.interactive_timestamp=Date.now(),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="WheelZoomTool",e.prototype.tool_name="Wheel 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a?"pinch":"scroll",e.prototype.default_order=10,e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip(this.get("tool_name"),this._check_dims(this.get("dimensions"),"wheel zoom tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"])},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"],speed:1/600})},e}(n.Model),e.exports={Model:r,View:s}},{"./gesture_tool":235,underscore:92}],243:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),o=t("../../renderer/annotation/span"),s=t("./inspect_tool"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._move=function(t){var e,i,n,r,s,o,a,l,u,h;if(this.mget("active")){for(n=this.plot_model.get("frame"),e=this.plot_model.get("canvas"),u=e.sx_to_vx(t.bokeh.sx),h=e.sy_to_vy(t.bokeh.sy),o=this.mget("dimensions"),a=[],r=0,s=o.length;s&gt;r;r++)i=o[r],l=this.mget("spans")[i],n.contains(u,h)?"width"===i?a.push(l.set("location",h)):a.push(l.set("location",u)):a.push(l.unset("location"));return a}},e.prototype._move_exit=function(t){var e,i,n,r,s,o;for(r=this.mget("dimensions"),s=[],i=0,n=r.length;n&gt;i;i++)e=r[i],o=this.mget("spans")[e],s.push(o.unset("location"));return s},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="CrosshairTool",e.prototype.tool_name="Crosshair",e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip("Crosshair",this._check_dims(this.get("dimensions"),"crosshair tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"]),this.set("spans",{width:new o.Model({dimension:"width"}),height:new o.Model({dimension:"height"})}),n=this.get("plot").get("renderers"),n.push(this.get("spans").width),n.push(this.get("spans").height),this.get("plot").set("renderers",n)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"]})},e}(s.Model),e.exports={Model:n,View:r}},{"../../renderer/annotation/span":149,"./inspect_tool":245,underscore:92}],244:[function(t,e,i){var n,r,s,o,a,l,u,h,c,p=function(t,e){function i(){this.constructor=t}for(var n in e)d.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},d={}.hasOwnProperty;u=t("underscore"),n=t("jquery"),a=t("../../renderer/annotation/tooltip"),l=t("../../util/util"),o=t("./inspect_tool"),c=t("../../common/hittest"),h=function(t){var e,i,n,r,s;return"#"===t.substr(0,1)?t:(i=/(.*?)rgb\((\d+), (\d+), (\d+)\)/.exec(t),r=parseInt(i[2]),n=parseInt(i[3]),e=parseInt(i[4]),s=e|n&lt;&lt;8|r&lt;&lt;16,i[1]+"#"+s.toString(16))},s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return p(e,t),e.prototype.bind_bokeh_events=function(){var t,e,i,n;for(n=this.mget("renderers"),t=0,e=n.length;e&gt;t;t++)i=n[t],this.listenTo(i.get("data_source"),"inspect",this._update);return this.plot_view.canvas_view.canvas_wrapper.css("cursor","crosshair")},e.prototype._move=function(t){var e,i,n,r,s,o;if(this.mget("active")){if(e=this.plot_view.canvas,s=e.sx_to_vx(t.bokeh.sx),o=e.sy_to_vy(t.bokeh.sy),this.plot_view.frame.contains(s,o))return this._inspect(s,o);i=this.mget("ttmodels");for(n in i)r=i[n],r.clear()}},e.prototype._move_exit=function(){var t,e,i,n;t=this.mget("ttmodels"),e=[];for(i in t)n=t[i],e.push(n.clear());return e},e.prototype._inspect=function(t,e,i){var n,r,s,o,a,l,u,h;for(n={type:"point",vx:t,vy:e},"mouse"===this.mget("mode")?n.type="point":(n.type="span","vline"===this.mget("mode")?n.direction="h":n.direction="v"),r=[],s=[],u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],h=l.get("data_source").get("selection_manager"),h.inspect(this,this.plot_view.renderers[l.id],n,{geometry:n});null!=this.mget("callback")&amp;&amp;this._emit_callback(n)},e.prototype._update=function(t,e,i,n,r){var s,o,a,l,u,h,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L,H,B,W,q,Y,V,$,U,G;if(m=r.geometry,B=null!=(M=this.mget("ttmodels")[i.model.id])?M:null,null!=B&amp;&amp;(B.clear(),C=[t["1d"].indices,t["2d"].indices],v=C[0],y=C[1],t["0d"].flag!==!1||0!==v.length||0!==y.length)){for(q=m.vx,Y=m.vy,s=this.plot_model.get("canvas"),g=this.plot_model.get("frame"),L=s.vx_to_sx(q),H=s.vy_to_sy(Y),$=g.get("x_mappers")[i.mget("x_range_name")],G=g.get("y_mappers")[i.mget("y_range_name")],V=$.map_from_target(q),U=G.map_from_target(Y),T=t["0d"].indices,b=0,x=T.length;x&gt;b;b++)_=T[b],h=i.glyph.x[_+1],p=i.glyph.y[_+1],"interp"===this.mget("line_policy")?(S=i.glyph.get_interpolation_hit(_,m),h=S[0],p=S[1],z=$.map_to_target(h),j=G.map_to_target(p)):"prev"===this.mget("line_policy")?(z=s.sx_to_vx(i.glyph.sx[_]),j=s.sy_to_vy(i.glyph.sy[_])):"next"===this.mget("line_policy")?(z=s.sx_to_vx(i.glyph.sx[_+1]),j=s.sy_to_vy(i.glyph.sy[_+1])):"nearest"===this.mget("line_policy")?(o=i.glyph.sx[_],a=i.glyph.sy[_],d=c.dist_2_pts(o,a,L,H),l=i.glyph.sx[_+1],u=i.glyph.sy[_+1],f=c.dist_2_pts(l,u,L,H),f&gt;d?(A=[o,a],O=A[0],F=A[1]):(P=[l,u],O=P[0],F=P[1],_+=1),h=i.glyph.x[_],p=i.glyph.y[_],z=s.sx_to_vx(O),j=s.sy_to_vy(F)):(E=[q,Y],z=E[0],j=E[1]),W={index:_,x:V,y:U,vx:q,vy:Y,sx:L,sy:H,data_x:h,data_y:p,rx:z,ry:j},B.add(z,j,this._render_tooltips(n,_,W));for(I=t["1d"].indices,w=0,k=I.length;k&gt;w;w++)_=I[w],h=null!=(N=i.glyph.x)?N[_]:void 0,p=null!=(R=i.glyph.y)?R[_]:void 0,"snap_to_data"===this.mget("point_policy")?(z=s.sx_to_vx(i.glyph.scx(_,L,H)),j=s.sy_to_vy(i.glyph.scy(_,L,H))):(D=[q,Y],z=D[0],j=D[1]),W={index:_,x:V,y:U,vx:q,vy:Y,sx:L,sy:H,data_x:h,data_y:p},B.add(z,j,this._render_tooltips(n,_,W));return null}},e.prototype._emit_callback=function(t){var e,i,n,r,s,o;r=this.mget("renderers")[0],n=this.plot_view.renderers[r.id].hit_test(t),e=this.plot_model.get("canvas"),i=this.plot_model.get("frame"),t.sx=e.vx_to_sx(t.vx),t.sy=e.vy_to_sy(t.vy),s=i.get("x_mappers")[r.get("x_range_name")],o=i.get("y_mappers")[r.get("y_range_name")],t.x=s.map_from_target(t.vx),t.y=o.map_from_target(t.vy),this.mget("callback").execute(this.model,{index:n,geometry:t})},e.prototype._render_tooltips=function(t,e,i){var r,s,o,a,c,p,d,f,g,m,_,v,y,b,w,x,k,M;if(k=this.mget("tooltips"),u.isString(k))return n("&lt;div&gt;").html(l.replace_placeholders(k,t,e,i));for(w=n("&lt;table&gt;&lt;/table&gt;"),c=0,d=k.length;d&gt;c;c++){if(m=k[c],p=m[0],M=m[1],v=n("&lt;tr&gt;&lt;/tr&gt;"),v.append(n("&lt;td class='bk-tooltip-row-label'&gt;").text(p+": ")),x=n("&lt;td class='bk-tooltip-row-value'&gt;&lt;/td&gt;"),M.indexOf("$color")&gt;=0){if(_=M.match(/\$color(\[.*\])?:(\w*)/),f=_[0],g=_[1],r=_[2],o=t.get_column(r),null==o){y=n("&lt;span&gt;").text(r+" unknown"),x.append(y);continue}if(a=(null!=g?g.indexOf("hex"):void 0)&gt;=0,b=(null!=g?g.indexOf("swatch"):void 0)&gt;=0,s=o[e],null==s){y=n("&lt;span&gt;(null)&lt;/span&gt;"),x.append(y);continue}a&amp;&amp;(s=h(s)),y=n("&lt;span&gt;").text(s),x.append(y),b&amp;&amp;(y=n("&lt;span class='bk-tooltip-color-block'&gt; &lt;/span&gt;"),y.css({backgroundColor:s})),x.append(y)}else M=M.replace("$~","$data_"),M=l.replace_placeholders(M,t,e,i),x.append(n("&lt;span&gt;").html(M));v.append(x),w.append(v)}return w},e}(o.View),r=function(t){function e(){return 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t,e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M;for(m=this._gl,w=new RegExp("(\\w+)\\s*(\\[(\\d+)\\])\\s*"),r=m.getProgramParameter(this._handle,m.ACTIVE_UNIFORMS),e=m.getProgramParameter(this._handle,m.ACTIVE_ATTRIBUTES),t=[],x=[],c=[[t,e,m.getActiveAttrib],[x,r,m.getActiveUniform]],"object"!=typeof c||Array.isArray(c)||(c=Object.keys(c)),d=c.length,p=0;d&gt;p;p+=1)for(M=c[p],h=M,i=h[0],n=h[1],g=h[2],_=0;n&gt;_;_+=1)if(v=g.call(m,this._handle,_),b=v.name,y=b.match(w))for(b=y.group(0),_=0;_&lt;v.size;_+=1)(i.append||i.push).apply(i,[[""+b+"["+_+"]",v.type]]);else(i.append||i.push).apply(i,[[b,v.type]]);for(M=[],f=t,"object"!=typeof f||Array.isArray(f)||(f=Object.keys(f)),o=f.length,s=0;o&gt;s;s+=1)k=f[s],(M.append||M.push).apply(M,[k[0]]);for(a=x,"object"!=typeof a||Array.isArray(a)||(a=Object.keys(a)),u=a.length,l=0;u&gt;l;l+=1)k=a[l],(M.append||M.push).apply(M,[k[0]]);return M},n.prototype.set_texture=function(t,e){var i,n,r,s,o,a,l;if(!this._linked)throw o=new Error("RuntimeError:Cannot set uniform when program has no code"),o.name="RuntimeError",o;if(a="function"==typeof(i=this._handles).get?i.get(t,-1):i[t]||-1,0&gt;a){if(((n=this._known_invalid).indexOf?n:Object.keys(n)).indexOf(t)&gt;=0)return;if(a=this._gl.getUniformLocation(this._handle,t),((r=this._unset_variables).indexOf?r:Object.keys(r)).indexOf(t)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[t]),this._handles[t]=a,0&gt;a)return(this._known_invalid.append||this._known_invalid.push).apply(this._known_invalid,[t]),void console.log("Variable "+t+" is not an active uniform")}this.activate(),l=Object.keys(this._samplers).length,((s=this._samplers).indexOf?s:Object.keys(s)).indexOf(t)&gt;=0&amp;&amp;(l=this._samplers[t][this._samplers[t].length-1]),this._samplers[t]=[e._target,e._handle,l],this._gl.uniform1i(a,l)},n.prototype.set_uniform=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d;if(!this._linked)throw u=new Error("RuntimeError:Cannot set uniform when program has no code"),u.name="RuntimeError",u;if(c="function"==typeof(r=this._handles).get?r.get(t,-1):r[t]||-1,n=1,0&gt;c){if(((s=this._known_invalid).indexOf?s:Object.keys(s)).indexOf(t)&gt;=0)return;if(c=this._gl.getUniformLocation(this._handle,t),((o=this._unset_variables).indexOf?o:Object.keys(o)).indexOf(t)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[t]),0!=e.indexOf("mat")&amp;&amp;(n=Math.floor(i.length/this.ATYPEINFO[e][0])),n&gt;1)for(p=0;n&gt;p;p+=1)((a=this._unset_variables).indexOf?a:Object.keys(a)).indexOf(""+t+"["+p+"]")&gt;=0&amp;&amp;(d=""+t+"["+p+"]",((l=this._unset_variables).indexOf?l:Object.keys(l)).indexOf(d)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[d]));if(this._handles[t]=c,0&gt;c)return this._known_invalid.add(t),void logger.info("Variable "+t+" is not an active uniform")}h=this.UTYPEMAP[e],this.activate(),this._gl[h](c,i)},n.prototype.set_attribute=function(t,e,i,n){var r,s,o,a,l,u,h,c,p,d,f,g,m,_;if(n=void 0===n?null:n,!this._linked)throw h=new Error("RuntimeError:Cannot set attribute when program has no code"),h.name="RuntimeError",h;if(d="function"==typeof(s=this._handles).get?s.get(t,-1):s[t]||-1,0&gt;d){if(((o=this._known_invalid).indexOf?o:Object.keys(o)).indexOf(t)&gt;=0)return;if(d=this._gl.getAttribLocation(this._handle,t),((a=this._unset_variables).indexOf?a:Object.keys(a)).indexOf(t)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[t]),this._handles[t]=d,0&gt;d){if((this._known_invalid.append||this._known_invalid.push).apply(this._known_invalid,[t]),i&amp;&amp;0!=i[0]&amp;&amp;i[2]&gt;0)return;return void console.log("Variable "+t+" is not an active attribute")}}this.activate(),null===i?(c=this.ATYPEMAP[e],this._attributes[t]=[0,d,c,n]):(l=i,_=l[0],m=l[1],f=l[2],u=this.ATYPEINFO[e],g=u[0],p=u[1],c="vertexAttribPointer",r=[g,p,this._gl.FALSE,m,f],this._attributes[t]=[_._handle,d,c,r])},n.prototype._pre_draw=function(){var t,e,i,n,r,s,o,a,l,u,h,c;this.activate(),n=this._samplers;for(c in n)n.hasOwnProperty(c)&amp;&amp;(c=n[c],i=c,l=i[0],a=i[1],u=i[2],this._gl.activeTexture(this._gl.TEXTURE0+u),this._gl.bindTexture(l,a));s=this._attributes;for(c in s)s.hasOwnProperty(c)&amp;&amp;(c=s[c],r=c,h=r[0],e=r[1],o=r[2],t=r[3],h?(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,h),this._gl.enableVertexAttribArray(e),this._gl[o].apply(this._gl,[e].concat(t))):(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,null),this._gl.disableVertexAttribArray(e),this._gl[o].apply(this._gl,[e].concat(t))));this._validated||(this._validated=!0,this._validate())},n.prototype._validate=function(){var t;if(this._unset_variables.length&amp;&amp;console.log("Program has unset variables: "+this._unset_variables),this._gl.validateProgram(this._handle),!this._gl.getProgramParameter(this._handle,this._gl.VALIDATE_STATUS))throw console.log(this._gl.getProgramInfoLog(this._handle)),t=new Error("RuntimeError:Program validation error"),t.name="RuntimeError",t},n.prototype.draw=function(t,e){var n,r,s,a,l,u;if(!this._linked)throw a=new Error("RuntimeError:Cannot draw program if code has not been set"),a.name="RuntimeError",a;o(this._gl,"before draw"),e instanceof i?(this._pre_draw(),e.activate(),n=e._buffer_size/2,u=this._gl.UNSIGNED_SHORT,this._gl.drawElements(t,n,u,0),e.deactivate()):(r=e,l=r[0],n=r[1],n&amp;&amp;(this._pre_draw(),this._gl.drawArrays(t,l,n))),s=this._gl.getError(),o(this._gl,"after draw")},t=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},t.prototype=Object.create(e.prototype),t.prototype._base_class=e.prototype,t.prototype._target=null,t.prototype._usage=35048,t.prototype._create=function(){this._handle=this._gl.createBuffer(),this._buffer_size=0},t.prototype["delete"]=function(){this._gl.deleteBuffer(this._handle)},t.prototype.activate=function(){this._gl.bindBuffer(this._target,this._handle)},t.prototype.deactivate=function(){this._gl.bindBuffer(this._target,null)},t.prototype.set_size=function(t){t!=this._buffer_size&amp;&amp;(this.activate(),this._gl.bufferData(this._target,t,this._usage),this._buffer_size=t)},t.prototype.set_data=function(t,e){var i;this.activate(),i=e.length*e.BYTES_PER_ELEMENT,this._gl.bufferSubData(this._target,t,e)},s=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},s.prototype=Object.create(t.prototype),s.prototype._base_class=t.prototype,s.prototype._target=34962,i=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},i.prototype=Object.create(t.prototype),i.prototype._base_class=t.prototype,i.prototype._target=34963,r=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},r.prototype=Object.create(e.prototype),r.prototype._base_class=e.prototype,r.prototype._target=3553,r.prototype._types={Int8Array:5120,Uint8Array:5121,Int16Array:5122,Uint16Array:5123,Int32Array:5124,Int32Array:5125,Float32Array:5126},r.prototype._create=function(){this._handle=this._gl.createTexture(),this._shape_format=null},r.prototype["delete"]=function(){this._gl.deleteTexture(this._handle)},r.prototype.activate=function(){this._gl.bindTexture(this._target,this._handle)},r.prototype.deactivate=function(){this._gl.bindTexture(this._target,0)},r.prototype._get_alignment=function(t){var e,i,n,r,s;for(i=[4,8,2,1],n=i,"object"!=typeof n||Array.isArray(n)||(n=Object.keys(n)),s=n.length,r=0;s&gt;r;r+=1)if(e=n[r],t%e==0)return e},r.prototype.set_wrapping=function(t,e){this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_S,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_T,e)},r.prototype.set_interpolation=function(t,e){this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_MIN_FILTER,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_MAG_FILTER,e)},r.prototype.set_size=function(t,e){var i,n,r;i=t,n=i[0],r=i[1],[n,r,e]!=this._shape_format&amp;&amp;(this._shape_format=[n,r,e],this.activate(),this._gl.texImage2D(this._target,0,e,r,n,0,e,this._gl.UNSIGNED_BYTE,null))},r.prototype.set_data=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d;if(this.activate(),l=this._shape_format[2],r=e,h=r[0],c=r[1],s=t,d=s[0],p=s[1],u="function"==typeof(o=this._types).get?o.get(i.constructor.name,null):o[i.constructor.name]||null,null===u)throw a=new Error("ValueError:"+("Type "+i.constructor.name+" not allowed for texture")),a.name="ValueError",a;n=this._get_alignment(e[e.length-2]*e[e.length-1]),4!=n&amp;&amp;this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,n),this._gl.texSubImage2D(this._target,0,p,d,c,h,l,u,i),4!=n&amp;&amp;this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,4)},{Buffer:t,GlooObject:e,IndexBuffer:i,Program:n,Texture2D:r,VertexBuffer:s,check_error:o}})},{}],299:[function(t,e,i){var n=t("jquery");t("./jQRangeSlider"),e.exports=n.widget("ui.dateRangeSlider",n.ui.rangeSlider,{options:{bounds:{min:new Date(2010,0,1).valueOf(),max:new Date(2012,0,1).valueOf()},defaultValues:{min:new Date(2010,1,11).valueOf(),max:new Date(2011,1,11).valueOf()}},_create:function(){n.ui.rangeSlider.prototype._create.apply(this),this.element.addClass("bk-ui-dateRangeSlider")},destroy:function(){this.element.removeClass("bk-ui-dateRangeSlider"),n.ui.rangeSlider.prototype.destroy.apply(this)},_setDefaultValues:function(){this._values={min:this.options.defaultValues.min.valueOf(),max:this.options.defaultValues.max.valueOf()}},_setRulerParameters:function(){this.ruler.ruler({min:new Date(this.options.bounds.min),max:new Date(this.options.bounds.max),scales:this.options.scales})},_setOption:function(t,e){("defaultValues"===t||"bounds"===t)&amp;&amp;"undefined"!=typeof e&amp;&amp;null!==e&amp;&amp;this._isValidDate(e.min)&amp;&amp;this._isValidDate(e.max)?n.ui.rangeSlider.prototype._setOption.apply(this,[t,{min:e.min.valueOf(),max:e.max.valueOf()}]):n.ui.rangeSlider.prototype._setOption.apply(this,this._toArray(arguments))},_handleType:function(){return"dateRangeSliderHandle"},option:function(t){if("bounds"===t||"defaultValues"===t){var e=n.ui.rangeSlider.prototype.option.apply(this,arguments);return{min:new Date(e.min),max:new Date(e.max)}}return n.ui.rangeSlider.prototype.option.apply(this,this._toArray(arguments))},_defaultFormatter:function(t){var e=t.getMonth()+1,i=t.getDate();return""+t.getFullYear()+"-"+(10&gt;e?"0"+e:e)+"-"+(10&gt;i?"0"+i:i)},_getFormatter:function(){var t=this.options.formatter;return(this.options.formatter===!1||null===this.options.formatter)&amp;&amp;(t=this._defaultFormatter),function(t){return function(e){return t(new Date(e))}}(t)},values:function(t,e){var i=null;return i=this._isValidDate(t)&amp;&amp;this._isValidDate(e)?n.ui.rangeSlider.prototype.values.apply(this,[t.valueOf(),e.valueOf()]):n.ui.rangeSlider.prototype.values.apply(this,this._toArray(arguments)),{min:new Date(i.min),max:new Date(i.max)}},min:function(t){return this._isValidDate(t)?new Date(n.ui.rangeSlider.prototype.min.apply(this,[t.valueOf()])):new Date(n.ui.rangeSlider.prototype.min.apply(this))},max:function(t){return this._isValidDate(t)?new Date(n.ui.rangeSlider.prototype.max.apply(this,[t.valueOf()])):new Date(n.ui.rangeSlider.prototype.max.apply(this))},bounds:function(t,e){var i;return i=this._isValidDate(t)&amp;&amp;this._isValidDate(e)?n.ui.rangeSlider.prototype.bounds.apply(this,[t.valueOf(),e.valueOf()]):n.ui.rangeSlider.prototype.bounds.apply(this,this._toArray(arguments)),{min:new Date(i.min),max:new Date(i.max)}},_isValidDate:function(t){return"undefined"!=typeof t&amp;&amp;t instanceof Date},_toArray:function(t){return Array.prototype.slice.call(t)}})},{"./jQRangeSlider":300,jquery:18}],300:[function(t,e,i){var n=t("jquery");t("jquery-ui/core"),t("jquery-ui/widget"),t("jquery-ui/mouse"),t("jquery-mousewheel"),e.exports=n.widget("ui.rangeSlider",{options:{bounds:{min:0,max:100},defaultValues:{min:20,max:50},wheelMode:null,wheelSpeed:4,arrows:!0,valueLabels:"show",formatter:null,durationIn:0,durationOut:400,delayOut:200,range:{min:!1,max:!1},step:!1,scales:!1,enabled:!0,symmetricPositionning:!1},_values:null,_valuesChanged:!1,_initialized:!1,bar:null,leftHandle:null,rightHandle:null,innerBar:null,container:null,arrows:null,labels:null,changing:{min:!1,max:!1},changed:{min:!1,max:!1},ruler:null,_create:function(){this._setDefaultValues(),this.labels={left:null,right:null,leftDisplayed:!0,rightDisplayed:!0},this.arrows={left:null,right:null},this.changing={min:!1,max:!1},this.changed={min:!1,max:!1},this._createElements(),this._bindResize(),setTimeout(n.proxy(this.resize,this),1),setTimeout(n.proxy(this._initValues,this),1)},_setDefaultValues:function(){this._values={min:this.options.defaultValues.min,max:this.options.defaultValues.max}},_bindResize:function(){var t=this;this._resizeProxy=function(e){t.resize(e)},n(window).resize(this._resizeProxy)},_initWidth:function(){this.container.css("width",this.element.width()-this.container.outerWidth(!0)+this.container.width()),this.innerBar.css("width",this.container.width()-this.innerBar.outerWidth(!0)+this.innerBar.width())},_initValues:function(){this._initialized=!0,this.values(this._values.min,this._values.max)},_setOption:function(t,e){this._setWheelOption(t,e),this._setArrowsOption(t,e),this._setLabelsOption(t,e),this._setLabelsDurations(t,e),this._setFormatterOption(t,e),this._setBoundsOption(t,e),this._setRangeOption(t,e),this._setStepOption(t,e),this._setScalesOption(t,e),this._setEnabledOption(t,e),this._setPositionningOption(t,e)},_validProperty:function(t,e,i){return null===t||"undefined"==typeof t[e]?i:t[e]},_setStepOption:function(t,e){"step"===t&amp;&amp;(this.options.step=e,this._leftHandle("option","step",e),this._rightHandle("option","step",e),this._changed(!0))},_setScalesOption:function(t,e){"scales"===t&amp;&amp;(e===!1||null===e?(this.options.scales=!1,this._destroyRuler()):e instanceof Array&amp;&amp;(this.options.scales=e,this._updateRuler()))},_setRangeOption:function(t,e){"range"===t&amp;&amp;(this._bar("option","range",e),this.options.range=this._bar("option","range"),this._changed(!0))},_setBoundsOption:function(t,e){"bounds"===t&amp;&amp;"undefined"!=typeof e.min&amp;&amp;"undefined"!=typeof e.max&amp;&amp;this.bounds(e.min,e.max)},_setWheelOption:function(t,e){("wheelMode"===t||"wheelSpeed"===t)&amp;&amp;(this._bar("option",t,e),this.options[t]=this._bar("option",t))},_setLabelsOption:function(t,e){if("valueLabels"===t){if("hide"!==e&amp;&amp;"show"!==e&amp;&amp;"change"!==e)return;this.options.valueLabels=e,"hide"!==e?(this._createLabels(),this._leftLabel("update"),this._rightLabel("update")):this._destroyLabels()}},_setFormatterOption:function(t,e){"formatter"===t&amp;&amp;null!==e&amp;&amp;"function"==typeof e&amp;&amp;"hide"!==this.options.valueLabels&amp;&amp;(this._leftLabel("option","formatter",e),this.options.formatter=this._rightLabel("option","formatter",e))},_setArrowsOption:function(t,e){"arrows"!==t||e!==!0&amp;&amp;e!==!1||e===this.options.arrows||(e===!0?(this.element.removeClass("bk-ui-rangeSlider-noArrow").addClass("bk-ui-rangeSlider-withArrows"),this.arrows.left.css("display","block"),this.arrows.right.css("display","block"),this.options.arrows=!0):e===!1&amp;&amp;(this.element.addClass("bk-ui-rangeSlider-noArrow").removeClass("bk-ui-rangeSlider-withArrows"),this.arrows.left.css("display","none"),this.arrows.right.css("display","none"),this.options.arrows=!1),this._initWidth())},_setLabelsDurations:function(t,e){if("durationIn"===t||"durationOut"===t||"delayOut"===t){if(parseInt(e,10)!==e)return;null!==this.labels.left&amp;&amp;this._leftLabel("option",t,e),null!==this.labels.right&amp;&amp;this._rightLabel("option",t,e),this.options[t]=e}},_setEnabledOption:function(t,e){"enabled"===t&amp;&amp;this.toggle(e)},_setPositionningOption:function(t,e){"symmetricPositionning"===t&amp;&amp;(this._rightHandle("option",t,e),this.options[t]=this._leftHandle("option",t,e))},_createElements:function(){"absolute"!==this.element.css("position")&amp;&amp;this.element.css("position","relative"),this.element.addClass("bk-ui-rangeSlider"),this.container=n("&lt;div class='bk-ui-rangeSlider-container' /&gt;").css("position","absolute").appendTo(this.element),this.innerBar=n("&lt;div class='bk-ui-rangeSlider-innerBar' /&gt;").css("position","absolute").css("top",0).css("left",0),this._createHandles(),this._createBar(),this.container.prepend(this.innerBar),this._createArrows(),"hide"!==this.options.valueLabels?this._createLabels():this._destroyLabels(),this._updateRuler(),this.options.enabled||this._toggle(this.options.enabled)},_createHandle:function(t){return n("&lt;div /&gt;")[this._handleType()](t).bind("sliderDrag",n.proxy(this._changing,this)).bind("stop",n.proxy(this._changed,this))},_createHandles:function(){this.leftHandle=this._createHandle({isLeft:!0,bounds:this.options.bounds,value:this._values.min,step:this.options.step,symmetricPositionning:this.options.symmetricPositionning}).appendTo(this.container),this.rightHandle=this._createHandle({isLeft:!1,bounds:this.options.bounds,value:this._values.max,step:this.options.step,symmetricPositionning:this.options.symmetricPositionning}).appendTo(this.container)},_createBar:function(){this.bar=n("&lt;div /&gt;").prependTo(this.container).bind("sliderDrag scroll zoom",n.proxy(this._changing,this)).bind("stop",n.proxy(this._changed,this)),this._bar({leftHandle:this.leftHandle,rightHandle:this.rightHandle,values:{min:this._values.min,max:this._values.max},type:this._handleType(),range:this.options.range,wheelMode:this.options.wheelMode,wheelSpeed:this.options.wheelSpeed}),this.options.range=this._bar("option","range"),this.options.wheelMode=this._bar("option","wheelMode"),this.options.wheelSpeed=this._bar("option","wheelSpeed")},_createArrows:function(){this.arrows.left=this._createArrow("left"),this.arrows.right=this._createArrow("right"),this.options.arrows?this.element.addClass("bk-ui-rangeSlider-withArrows"):(this.arrows.left.css("display","none"),this.arrows.right.css("display","none"),this.element.addClass("bk-ui-rangeSlider-noArrow"))},_createArrow:function(t){var e,i=n("&lt;div class='bk-ui-rangeSlider-arrow' /&gt;").append("&lt;div class='bk-ui-rangeSlider-arrow-inner' /&gt;").addClass("bk-ui-rangeSlider-"+t+"Arrow").css("position","absolute").css(t,0).appendTo(this.element);return e="right"===t?n.proxy(this._scrollRightClick,this):n.proxy(this._scrollLeftClick,this),i.bind("mousedown touchstart",e),i},_proxy:function(t,e,i){var n=Array.prototype.slice.call(i);return t&amp;&amp;t[e]?t[e].apply(t,n):null},_handleType:function(){return"rangeSliderHandle"},_barType:function(){return"rangeSliderBar"},_bar:function(){return this._proxy(this.bar,this._barType(),arguments)},_labelType:function(){return"rangeSliderLabel"},_leftLabel:function(){return this._proxy(this.labels.left,this._labelType(),arguments)},_rightLabel:function(){return this._proxy(this.labels.right,this._labelType(),arguments)},_leftHandle:function(){return this._proxy(this.leftHandle,this._handleType(),arguments)},_rightHandle:function(){return this._proxy(this.rightHandle,this._handleType(),arguments)},_getValue:function(t,e){return e===this.rightHandle&amp;&amp;(t-=e.outerWidth()),t*(this.options.bounds.max-this.options.bounds.min)/(this.container.innerWidth()-e.outerWidth(!0))+this.options.bounds.min},_trigger:function(t){var e=this;setTimeout(function(){e.element.trigger(t,{label:e.element,values:e.values()})},1)},_changing:function(){this._updateValues()&amp;&amp;(this._trigger("valuesChanging"),this._valuesChanged=!0)},_deactivateLabels:function(){"change"===this.options.valueLabels&amp;&amp;(this._leftLabel("option","show","hide"),this._rightLabel("option","show","hide"))},_reactivateLabels:function(){"change"===this.options.valueLabels&amp;&amp;(this._leftLabel("option","show","change"),this._rightLabel("option","show","change"))},_changed:function(t){t===!0&amp;&amp;this._deactivateLabels(),(this._updateValues()||this._valuesChanged)&amp;&amp;(this._trigger("valuesChanged"),t!==!0&amp;&amp;this._trigger("userValuesChanged"),this._valuesChanged=!1),t===!0&amp;&amp;this._reactivateLabels()},_updateValues:function(){var t=this._leftHandle("value"),e=this._rightHandle("value"),i=this._min(t,e),n=this._max(t,e),r=i!==this._values.min||n!==this._values.max;return this._values.min=this._min(t,e),this._values.max=this._max(t,e),r},_min:function(t,e){return Math.min(t,e)},_max:function(t,e){return Math.max(t,e)},_createLabel:function(t,e){var i;return null===t?(i=this._getLabelConstructorParameters(t,e),t=n("&lt;div /&gt;").appendTo(this.element)[this._labelType()](i)):(i=this._getLabelRefreshParameters(t,e),t[this._labelType()](i)),t},_getLabelConstructorParameters:function(t,e){return{handle:e,handleType:this._handleType(),formatter:this._getFormatter(),show:this.options.valueLabels,durationIn:this.options.durationIn,durationOut:this.options.durationOut,delayOut:this.options.delayOut}},_getLabelRefreshParameters:function(){return{formatter:this._getFormatter(),show:this.options.valueLabels,durationIn:this.options.durationIn,durationOut:this.options.durationOut,delayOut:this.options.delayOut}},_getFormatter:function(){return 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this._isValidValue(t)&amp;&amp;this._isValidValue(e)&amp;&amp;e&gt;t&amp;&amp;(this._setBounds(t,e),this._updateRuler(),this._changed(!0)),this.options.bounds},_isValidValue:function(t){return"undefined"!=typeof t&amp;&amp;parseFloat(t)===t},_setBounds:function(t,e){this.options.bounds={min:t,max:e},this._leftHandle("option","bounds",this.options.bounds),this._rightHandle("option","bounds",this.options.bounds),this._bar("option","bounds",this.options.bounds)},zoomIn:function(t){this._bar("zoomIn",t)},zoomOut:function(t){this._bar("zoomOut",t)},scrollLeft:function(t){this._bar("startScroll"),this._bar("scrollLeft",t),this._bar("stopScroll")},scrollRight:function(t){this._bar("startScroll"),this._bar("scrollRight",t),this._bar("stopScroll")},resize:function(){this._initWidth(),this._leftHandle("update"),this._rightHandle("update"),this._bar("update")},enable:function(){this.toggle(!0)},disable:function(){this.toggle(!1)},toggle:function(t){void 0===t&amp;&amp;(t=!this.options.enabled),this.options.enabled!==t&amp;&amp;this._toggle(t)},_toggle:function(t){this.options.enabled=t,this.element.toggleClass("bk-ui-rangeSlider-disabled",!t);var e=t?"enable":"disable";this._bar(e),this._leftHandle(e),this._rightHandle(e),this._leftLabel(e),this._rightLabel(e)},destroy:function(){this.element.removeClass("bk-ui-rangeSlider-withArrows bk-ui-rangeSlider-noArrow bk-ui-rangeSlider-disabled"),this._destroyWidgets(),this._destroyElements(),this.element.removeClass("bk-ui-rangeSlider"),this.options=null,n(window).unbind("resize",this._resizeProxy),this._resizeProxy=null,this._bindResize=null,n.Widget.prototype.destroy.apply(this,arguments)},_destroyWidget:function(t){this["_"+t]("destroy"),this[t].remove(),this[t]=null},_destroyWidgets:function(){this._destroyWidget("bar"),this._destroyWidget("leftHandle"),this._destroyWidget("rightHandle"),this._destroyRuler(),this._destroyLabels()},_destroyElements:function(){this.container.remove(),this.container=null,this.innerBar.remove(),this.innerBar=null,this.arrows.left.remove(),this.arrows.right.remove(),this.arrows=null}})},{jquery:18,"jquery-mousewheel":4,"jquery-ui/core":7,"jquery-ui/mouse":13,"jquery-ui/widget":17}],301:[function(t,e,i){var n=t("jquery");n.fn.drag=function(t,e,i){var r="string"==typeof t?t:"",s=n.isFunction(t)?t:n.isFunction(e)?e:null;return 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e,i=t.data;if(!(0!=t.which&amp;&amp;i.which&gt;0&amp;&amp;t.which!=i.which)&amp;&amp;!n(t.target).is(i.not)&amp;&amp;(!i.handle||n(t.target).closest(i.handle,t.currentTarget).length)&amp;&amp;(o.touched="touchstart"==t.type?this:null,i.propagates=1,i.mousedown=this,i.interactions=[o.interaction(this,i)],i.target=t.target,i.pageX=t.pageX,i.pageY=t.pageY,i.dragging=null,e=o.hijack(t,"draginit",i),i.propagates))return e=o.flatten(e),e&amp;&amp;e.length&amp;&amp;(i.interactions=[],n.each(e,function(){i.interactions.push(o.interaction(this,i))})),i.propagates=i.interactions.length,i.drop!==!1&amp;&amp;s.drop&amp;&amp;s.drop.handler(t,i),o.textselect(!1),o.touched?r.add(o.touched,"touchmove touchend",o.handler,i):r.add(document,"mousemove mouseup",o.handler,i),!o.touched||i.live?!1:void 0}},interaction:function(t,e){var i=n(t)[e.relative?"position":"offset"]()||{top:0,left:0};return{drag:t,callback:new o.callback,droppable:[],offset:i}},handler:function(t){var e=t.data;switch(t.type){case!e.dragging&amp;&amp;"touchmove":t.preventDefault();case!e.dragging&amp;&amp;"mousemove":if(Math.pow(t.pageX-e.pageX,2)+Math.pow(t.pageY-e.pageY,2)&lt;Math.pow(e.distance,2))break;t.target=e.target,o.hijack(t,"dragstart",e),e.propagates&amp;&amp;(e.dragging=!0);case"touchmove":t.preventDefault();case"mousemove":if(e.dragging){if(o.hijack(t,"drag",e),e.propagates){e.drop!==!1&amp;&amp;s.drop&amp;&amp;s.drop.handler(t,e);break}t.type="mouseup"}case"touchend":case"mouseup":default:o.touched?r.remove(o.touched,"touchmove touchend",o.handler):r.remove(document,"mousemove mouseup",o.handler),e.dragging&amp;&amp;(e.drop!==!1&amp;&amp;s.drop&amp;&amp;s.drop.handler(t,e),o.hijack(t,"dragend",e)),o.textselect(!0),e.click===!1&amp;&amp;e.dragging&amp;&amp;n.data(e.mousedown,"suppress.click",(new Date).getTime()+5),e.dragging=o.touched=!1}},hijack:function(t,e,i,s,a){if(i){var l,u,h,c={event:t.originalEvent,type:t.type},p=e.indexOf("drop")?"drag":"drop",d=s||0,f=isNaN(s)?i.interactions.length:s;t.type=e,t.originalEvent=null,i.results=[];do if(u=i.interactions[d]){if("dragend"!==e&amp;&amp;u.cancelled)continue;h=o.properties(t,i,u),
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n.drag=i.drag,n.proxy=i.proxy||i.drag,n.startX=e.pageX,n.startY=e.pageY,n.deltaX=t.pageX-e.pageX,n.deltaY=t.pageY-e.pageY,n.originalX=i.offset.left,n.originalY=i.offset.top,n.offsetX=n.originalX+n.deltaX,n.offsetY=n.originalY+n.deltaY,n.drop=o.flatten((i.drop||[]).slice()),n.available=o.flatten((i.droppable||[]).slice()),n},element:function(t){return t&amp;&amp;(t.jquery||1==t.nodeType)?t:void 0},flatten:function(t){return n.map(t,function(t){return t&amp;&amp;t.jquery?n.makeArray(t):t&amp;&amp;t.length?o.flatten(t):t})},textselect:function(t){n(document)[t?"unbind":"bind"]("selectstart",o.dontstart).css("MozUserSelect",t?"":"none"),document.unselectable=t?"off":"on"},dontstart:function(){return!1},callback:function(){}};o.callback.prototype={update:function(){s.drop&amp;&amp;this.available.length&amp;&amp;n.each(this.available,function(t){s.drop.locate(this,t)})}};var a=r.dispatch;r.dispatch=function(t){return n.data(this,"suppress."+t.type)-(new Date).getTime()&gt;0?void n.removeData(this,"suppress."+t.type):a.apply(this,arguments)};var l=r.fixHooks.touchstart=r.fixHooks.touchmove=r.fixHooks.touchend=r.fixHooks.touchcancel={props:"clientX clientY pageX pageY screenX screenY".split(" "),filter:function(t,e){if(e){var i=e.touches&amp;&amp;e.touches[0]||e.changedTouches&amp;&amp;e.changedTouches[0]||null;i&amp;&amp;n.each(l.props,function(e,n){t[n]=i[n]})}return t}};s.draginit=s.dragstart=s.dragend=o},{jquery:18}],302:[function(t,e,i){var n=t("jquery");t("jquery_event_drag");n.fn.drop=function(t,e,i){var r="string"==typeof t?t:"",s=n.isFunction(t)?t:n.isFunction(e)?e:null;return 0!==r.indexOf("drop")&amp;&amp;(r="drop"+r),i=(t==s?e:i)||{},s?this.bind(r,i,s):this.trigger(r)},n.drop=function(t){t=t||{},o.multi=t.multi===!0?1/0:t.multi===!1?1:isNaN(t.multi)?o.multi:t.multi,o.delay=t.delay||o.delay,o.tolerance=n.isFunction(t.tolerance)?t.tolerance:null===t.tolerance?null:o.tolerance,o.mode=t.mode||o.mode||"intersect"};var r=n.event,s=r.special,o=n.event.special.drop={multi:1,delay:20,mode:"overlap",targets:[],datakey:"dropdata",noBubble:!0,add:function(t){var e=n.data(this,o.datakey);e.related+=1},remove:function(){n.data(this,o.datakey).related-=1},setup:function(){if(!n.data(this,o.datakey)){var t={related:0,active:[],anyactive:0,winner:0,location:{}};n.data(this,o.datakey,t),o.targets.push(this)}},teardown:function(){var t=n.data(this,o.datakey)||{};if(!t.related){n.removeData(this,o.datakey);var e=this;o.targets=n.grep(o.targets,function(t){return t!==e})}},handler:function(t,e){var i;if(e)switch(t.type){case"mousedown":case"touchstart":i=n(o.targets),"string"==typeof e.drop&amp;&amp;(i=i.filter(e.drop)),i.each(function(){var t=n.data(this,o.datakey);t.active=[],t.anyactive=0,t.winner=0}),e.droppable=i,s.drag.hijack(t,"dropinit",e);break;case"mousemove":case"touchmove":o.event=t,o.timer||o.tolerate(e);break;case"mouseup":case"touchend":o.timer=clearTimeout(o.timer),e.propagates&amp;&amp;(s.drag.hijack(t,"drop",e),s.drag.hijack(t,"dropend",e))}},locate:function(t,e){var i=n.data(t,o.datakey),r=n(t),s=r.offset()||{},a=r.outerHeight(),l=r.outerWidth(),u={elem:t,width:l,height:a,top:s.top,left:s.left,right:s.left+l,bottom:s.top+a};return i&amp;&amp;(i.location=u,i.index=e,i.elem=t),u},contains:function(t,e){return(e[0]||e.left)&gt;=t.left&amp;&amp;(e[0]||e.right)&lt;=t.right&amp;&amp;(e[1]||e.top)&gt;=t.top&amp;&amp;(e[1]||e.bottom)&lt;=t.bottom},modes:{intersect:function(t,e,i){return this.contains(i,[t.pageX,t.pageY])?1e9:this.modes.overlap.apply(this,arguments)},overlap:function(t,e,i){return Math.max(0,Math.min(i.bottom,e.bottom)-Math.max(i.top,e.top))*Math.max(0,Math.min(i.right,e.right)-Math.max(i.left,e.left))},fit:function(t,e,i){return this.contains(i,e)?1:0},middle:function(t,e,i){return this.contains(i,[e.left+.5*e.width,e.top+.5*e.height])?1:0}},sort:function(t,e){return e.winner-t.winner||t.index-e.index},tolerate:function(t){var e,i,r,a,l,u,h,c,p=0,d=t.interactions.length,f=[o.event.pageX,o.event.pageY],g=o.tolerance||o.modes[o.mode];do if(c=t.interactions[p]){if(!c)return;c.drop=[],l=[],u=c.droppable.length,g&amp;&amp;(r=o.locate(c.proxy)),e=0;do if(h=c.droppable[e]){if(a=n.data(h,o.datakey),i=a.location,!i)continue;a.winner=g?g.call(o,o.event,r,i):o.contains(i,f)?1:0,l.push(a)}while(++e&lt;u);l.sort(o.sort),e=0;do(a=l[e])&amp;&amp;(a.winner&amp;&amp;c.drop.length&lt;o.multi?(a.active[p]||a.anyactive||(s.drag.hijack(o.event,"dropstart",t,p,a.elem)[0]!==!1?(a.active[p]=1,a.anyactive+=1):a.winner=0),a.winner&amp;&amp;c.drop.push(a.elem)):a.active[p]&amp;&amp;1==a.anyactive&amp;&amp;(s.drag.hijack(o.event,"dropend",t,p,a.elem),a.active[p]=0,a.anyactive-=1));while(++e&lt;u)}while(++p&lt;d);o.last&amp;&amp;f[0]==o.last.pageX&amp;&amp;f[1]==o.last.pageY?delete o.timer:o.timer=setTimeout(function(){o.tolerate(t)},o.delay),o.last=o.event}};s.dropinit=s.dropstart=s.dropend=o},{jquery:18,jquery_event_drag:301}],303:[function(t,e,i){var n;!function(t){function e(t){return t instanceof Array?new l(t):t.__iter__()}function i(t){return t instanceof Array?new u(t):t.__reversed__()}function n(t){return t.__next__()}function r(t){if(t 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n=0,r=0,s=t.length,o=e.length,a=[];s&gt;n&amp;&amp;o&gt;r;){var l=t[n],u=e[r],h=i(l,u);0&gt;h?(a.push(l),++n):h&gt;0?(a.push(u),++r):(++n,++r)}for(;s&gt;n;)a.push(t[n]),++n;for(;o&gt;r;)a.push(e[r]),++r;return a}t.lowerBound=e,t.binarySearch=i,t.binaryFind=n,t.asSet=r,t.setIsDisjoint=s,t.setIsSubset=o,t.setUnion=a,t.setIntersection=l,t.setDifference=u,t.setSymmetricDifference=h}(n||(n={}));var n;!function(t){var e=function(){function e(){this._array=[]}return e.prototype.size=function(){return this._array.length},e.prototype.empty=function(){return 0===this._array.length},e.prototype.itemAt=function(t){return this._array[t]},e.prototype.takeAt=function(t){return this._array.splice(t,1)[0]},e.prototype.clear=function(){this._array=[]},e.prototype.swap=function(t){var e=this._array;this._array=t._array,t._array=e},e.prototype.__iter__=function(){return t.iter(this._array)},e.prototype.__reversed__=function(){return t.reversed(this._array)},e}();t.ArrayBase=e}(n||(n={}));var n,r=this.__extends||function(t,e){function i(){this.constructor=t}for(var n in e)e.hasOwnProperty(n)&amp;&amp;(t[n]=e[n]);i.prototype=e.prototype,t.prototype=new i};!function(t){function e(t){return function(e,i){return t(e.first,i)}}function i(t,e,i){for(var n=0,r=0,s=t.length,o=e.length,a=[];s&gt;n&amp;&amp;o&gt;r;){var l=t[n],u=e[r],h=i(l.first,u.first);0&gt;h?(a.push(l.copy()),++n):h&gt;0?(a.push(u.copy()),++r):(a.push(u.copy()),++n,++r)}for(;s&gt;n;)a.push(t[n].copy()),++n;for(;o&gt;r;)a.push(e[r].copy()),++r;return a}var n=function(n){function s(t){n.call(this),this._compare=t,this._wrapped=e(t)}return r(s,n),s.prototype.comparitor=function(){return this._compare},s.prototype.indexOf=function(e){return t.binarySearch(this._array,e,this._wrapped)},s.prototype.contains=function(e){return t.binarySearch(this._array,e,this._wrapped)&gt;=0},s.prototype.find=function(e){return t.binaryFind(this._array,e,this._wrapped)},s.prototype.setDefault=function(e,i){var 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instanceof i?e._array:t.asSet(e,n)}var i=function(i){function n(t){i.call(this),this._compare=t}return r(n,i),n.prototype.comparitor=function(){return this._compare},n.prototype.indexOf=function(e){return t.binarySearch(this._array,e,this._compare)},n.prototype.contains=function(e){return t.binarySearch(this._array,e,this._compare)&gt;=0},n.prototype.insert=function(e){var i=this._array,n=t.lowerBound(i,e,this._compare);return n===i.length?(i.push(e),!0):0!==this._compare(i[n],e)?(i.splice(n,0,e),!0):!1},n.prototype.erase=function(e){var i=this._array,n=t.binarySearch(i,e,this._compare);return 0&gt;n?!1:(i.splice(n,1),!0)},n.prototype.copy=function(){var t=new n(this._compare);return t._array=this._array.slice(),t},n.prototype.isDisjoint=function(i){var n=this._compare,r=e(i,n);return t.setIsDisjoint(this._array,r,n)},n.prototype.isSubset=function(i){var n=this._compare,r=e(i,n);return t.setIsSubset(this._array,r,n)},n.prototype.isSuperset=function(i){var 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n=this._compare,r=e(i,n);this._array=t.setSymmetricDifference(this._array,r,n)},n}(t.ArrayBase);t.UniqueArray=i}(n||(n={}));var s;!function(t){!function(t){t[t.Le=0]="Le",t[t.Ge=1]="Ge",t[t.Eq=2]="Eq"}(t.Operator||(t.Operator={}));var e=(t.Operator,function(){function e(e,n,r){"undefined"==typeof r&amp;&amp;(r=t.Strength.required),this._id=i++,this._operator=n,this._expression=e,this._strength=t.Strength.clip(r)}return e.Compare=function(t,e){return t.id()-e.id()},e.prototype.id=function(){return this._id},e.prototype.expression=function(){return this._expression},e.prototype.op=function(){return this._operator},e.prototype.strength=function(){return this._strength},e}());t.Constraint=e;var i=0}(s||(s={}));var s;!function(t){function e(t){return new n.AssociativeArray(t)}t.createMap=e}(s||(s={}));var s;!function(t){var e=function(){function t(t){"undefined"==typeof t&amp;&amp;(t=""),this._value=0,this._context=null,this._id=i++,this._name=t}return t.Compare=function(t,e){return t.id()-e.id()},t.prototype.id=function(){return this._id},t.prototype.name=function(){return this._name},t.prototype.setName=function(t){this._name=t},t.prototype.context=function(){return this._context},t.prototype.setContext=function(t){this._context=t},t.prototype.value=function(){return this._value},t.prototype.setValue=function(t){this._value=t},t}();t.Variable=e;var i=0}(s||(s={}));var s;!function(t){function e(e){for(var i=0,n=function(){return 0},r=t.createMap(t.Variable.Compare),s=0,o=e.length;o&gt;s;++s){var a=e[s];if("number"==typeof a)i+=a;else if(a instanceof t.Variable)r.setDefault(a,n).second+=1;else{if(!(a instanceof Array))throw new Error("invalid Expression argument: "+a);if(2!==a.length)throw new Error("array must have length 2");var l=a[0],u=a[1];if("number"!=typeof l)throw new Error("array item 0 must be a number");if(!(u instanceof t.Variable))throw new Error("array item 1 must be a variable");r.setDefault(u,n).second+=l}}return{terms:r,constant:i}}var i=function(){function t(){var t=e(arguments);this._terms=t.terms,this._constant=t.constant}return t.prototype.terms=function(){return this._terms},t.prototype.constant=function(){return this._constant},t.prototype.value=function(){var t=this._constant;return n.forEach(this._terms,function(e){t+=e.first.value()*e.second}),t},t}();t.Expression=i}(s||(s={}));var s;!function(t){!function(t){function e(t,e,i,n){"undefined"==typeof n&amp;&amp;(n=1);var r=0;return r+=1e6*Math.max(0,Math.min(1e3,t*n)),r+=1e3*Math.max(0,Math.min(1e3,e*n)),r+=Math.max(0,Math.min(1e3,i*n))}function i(e){return Math.max(0,Math.min(t.required,e))}t.create=e,t.required=e(1e3,1e3,1e3),t.strong=e(1,0,0),t.medium=e(0,1,0),t.weak=e(0,0,1),t.clip=i}(t.Strength||(t.Strength={}));t.Strength}(s||(s={}));var s;!function(t){function e(t){var e=1e-8;return 0&gt;t?e&gt;-t:e&gt;t}function i(){return t.createMap(t.Constraint.Compare)}function n(){return t.createMap(l.Compare)}function r(){return t.createMap(t.Variable.Compare)}function s(){return t.createMap(t.Variable.Compare)}var o=function(){function o(){this._cnMap=i(),this._rowMap=n(),this._varMap=r(),this._editMap=s(),this._infeasibleRows=[],this._objective=new h,this._artificial=null,this._idTick=0}return o.prototype.addConstraint=function(t){var i=this._cnMap.find(t);if(void 0!==i)throw new Error("duplicate constraint");var n=this._createRow(t),r=n.row,s=n.tag,o=this._chooseSubject(r,s);if(0===o.type()&amp;&amp;r.allDummies()){if(!e(r.constant()))throw new Error("unsatifiable constraint");o=s.marker}if(0===o.type()){if(!this._addWithArtificialVariable(r))throw new Error("unsatisfiable constraint")}else r.solveFor(o),this._substitute(o,r),this._rowMap.insert(o,r);this._cnMap.insert(t,s),this._optimize(this._objective)},o.prototype.removeConstraint=function(t){var e=this._cnMap.erase(t);if(void 0===e)throw new Error("unknown constraint");this._removeConstraintEffects(t,e.second);var i=e.second.marker,n=this._rowMap.erase(i);if(void 0===n){var r=this._getMarkerLeavingSymbol(i);if(0===r.type())throw new Error("failed to find leaving row");n=this._rowMap.erase(r),n.second.solveForEx(r,i),this._substitute(i,n.second)}this._optimize(this._objective)},o.prototype.hasConstraint=function(t){return this._cnMap.contains(t)},o.prototype.addEditVariable=function(e,i){var n=this._editMap.find(e);if(void 0!==n)throw new Error("duplicate edit variable");if(i=t.Strength.clip(i),i===t.Strength.required)throw new Error("bad required strength");var r=new t.Expression(e),s=new t.Constraint(r,2,i);this.addConstraint(s);var o=this._cnMap.find(s).second,a={tag:o,constraint:s,constant:0};this._editMap.insert(e,a)},o.prototype.removeEditVariable=function(t){var e=this._editMap.erase(t);if(void 0===e)throw new Error("unknown edit variable");this.removeConstraint(e.second.constraint)},o.prototype.hasEditVariable=function(t){return this._editMap.contains(t)},o.prototype.suggestValue=function(t,e){var i=this._editMap.find(t);if(void 0===i)throw new Error("unknown edit variable");var n=this._rowMap,r=i.second,s=e-r.constant;r.constant=e;var o=r.tag.marker,a=n.find(o);if(void 0!==a)return a.second.add(-s)&lt;0&amp;&amp;this._infeasibleRows.push(o),void this._dualOptimize();var l=r.tag.other,a=n.find(l);if(void 0!==a)return a.second.add(s)&lt;0&amp;&amp;this._infeasibleRows.push(l),void this._dualOptimize();for(var u=0,h=n.size();h&gt;u;++u){var a=n.itemAt(u),c=a.second,p=c.coefficientFor(o);0!==p&amp;&amp;c.add(s*p)&lt;0&amp;&amp;1!==a.first.type()&amp;&amp;this._infeasibleRows.push(a.first)}this._dualOptimize()},o.prototype.updateVariables=function(){for(var t=this._varMap,e=this._rowMap,i=0,n=t.size();n&gt;i;++i){var r=t.itemAt(i),s=e.find(r.second);void 0!==s?r.first.setValue(s.second.constant()):r.first.setValue(0)}},o.prototype._getVarSymbol=function(t){var e=this,i=function(){return e._makeSymbol(1)};return this._varMap.setDefault(t,i).second},o.prototype._createRow=function(i){for(var n=i.expression(),r=new h(n.constant()),s=n.terms(),o=0,a=s.size();a&gt;o;++o){var l=s.itemAt(o);if(!e(l.second)){var c=this._getVarSymbol(l.first),p=this._rowMap.find(c);void 0!==p?r.insertRow(p.second,l.second):r.insertSymbol(c,l.second)}}var d=this._objective,f=i.strength(),g={marker:u,other:u};switch(i.op()){case 0:case 1:var m=0===i.op()?1:-1,_=this._makeSymbol(2);if(g.marker=_,r.insertSymbol(_,m),f&lt;t.Strength.required){var v=this._makeSymbol(3);g.other=v,r.insertSymbol(v,-m),d.insertSymbol(v,f)}break;case 2:if(f&lt;t.Strength.required){var y=this._makeSymbol(3),b=this._makeSymbol(3);g.marker=y,g.other=b,r.insertSymbol(y,-1),r.insertSymbol(b,1),d.insertSymbol(y,f),d.insertSymbol(b,f)}else{var w=this._makeSymbol(4);g.marker=w,r.insertSymbol(w)}}return r.constant()&lt;0&amp;&amp;r.reverseSign(),{row:r,tag:g}},o.prototype._chooseSubject=function(t,e){for(var i=t.cells(),n=0,r=i.size();r&gt;n;++n){var s=i.itemAt(n);if(1===s.first.type())return s.first}var o=e.marker.type();return(2===o||3===o)&amp;&amp;t.coefficientFor(e.marker)&lt;0?e.marker:(o=e.other.type(),(2===o||3===o)&amp;&amp;t.coefficientFor(e.other)&lt;0?e.other:u)},o.prototype._addWithArtificialVariable=function(t){var i=this._makeSymbol(2);this._rowMap.insert(i,t.copy()),this._artificial=t.copy(),this._optimize(this._artificial);var n=e(this._artificial.constant());this._artificial=null;var r=this._rowMap.erase(i);if(void 0!==r){var s=r.second;if(s.isConstant())return n;var o=this._anyPivotableSymbol(s);if(0===o.type())return!1;s.solveForEx(i,o),this._substitute(o,s),this._rowMap.insert(o,s)}for(var a=this._rowMap,l=0,u=a.size();u&gt;l;++l)a.itemAt(l).second.removeSymbol(i);return this._objective.removeSymbol(i),n},o.prototype._substitute=function(t,e){for(var i=this._rowMap,n=0,r=i.size();r&gt;n;++n){var s=i.itemAt(n);s.second.substitute(t,e),s.second.constant()&lt;0&amp;&amp;1!==s.first.type()&amp;&amp;this._infeasibleRows.push(s.first)}this._objective.substitute(t,e),this._artificial&amp;&amp;this._artificial.substitute(t,e)},o.prototype._optimize=function(t){for(;;){var e=this._getEnteringSymbol(t);if(0===e.type())return;var i=this._getLeavingSymbol(e);if(0===i.type())throw new Error("the objective is unbounded");var n=this._rowMap.erase(i).second;n.solveForEx(i,e),this._substitute(e,n),this._rowMap.insert(e,n)}},o.prototype._dualOptimize=function(){for(var t=this._rowMap,e=this._infeasibleRows;0!==e.length;){var i=e.pop(),n=t.find(i);if(void 0!==n&amp;&amp;n.second.constant()&lt;0){var r=this._getDualEnteringSymbol(n.second);if(0===r.type())throw new Error("dual optimize failed");var s=n.second;t.erase(i),s.solveForEx(i,r),this._substitute(r,s),t.insert(r,s)}}},o.prototype._getEnteringSymbol=function(t){for(var e=t.cells(),i=0,n=e.size();n&gt;i;++i){var r=e.itemAt(i),s=r.first;if(r.second&lt;0&amp;&amp;4!==s.type())return s}return u},o.prototype._getDualEnteringSymbol=function(t){for(var e=Number.MAX_VALUE,i=u,n=t.cells(),r=0,s=n.size();s&gt;r;++r){var o=n.itemAt(r),a=o.first,l=o.second;if(l&gt;0&amp;&amp;4!==a.type()){var h=this._objective.coefficientFor(a),c=h/l;e&gt;c&amp;&amp;(e=c,i=a)}}return i},o.prototype._getLeavingSymbol=function(t){for(var e=Number.MAX_VALUE,i=u,n=this._rowMap,r=0,s=n.size();s&gt;r;++r){var o=n.itemAt(r),a=o.first;if(1!==a.type()){var l=o.second,h=l.coefficientFor(t);if(0&gt;h){var c=-l.constant()/h;e&gt;c&amp;&amp;(e=c,i=a)}}}return i},o.prototype._getMarkerLeavingSymbol=function(t){for(var e=Number.MAX_VALUE,i=e,n=e,r=u,s=r,o=r,a=r,l=this._rowMap,h=0,c=l.size();c&gt;h;++h){var p=l.itemAt(h),d=p.second,f=d.coefficientFor(t);if(0!==f){var g=p.first;if(1===g.type())a=g;else if(0&gt;f){var m=-d.constant()/f;i&gt;m&amp;&amp;(i=m,s=g)}else{var m=d.constant()/f;n&gt;m&amp;&amp;(n=m,o=g)}}}return s!==r?s:o!==r?o:a},o.prototype._removeConstraintEffects=function(t,e){3===e.marker.type()&amp;&amp;this._removeMarkerEffects(e.marker,t.strength()),3===e.other.type()&amp;&amp;this._removeMarkerEffects(e.other,t.strength())},o.prototype._removeMarkerEffects=function(t,e){var i=this._rowMap.find(t);void 0!==i?this._objective.insertRow(i.second,-e):this._objective.insertSymbol(t,-e)},o.prototype._anyPivotableSymbol=function(t){for(var e=t.cells(),i=0,n=e.size();n&gt;i;++i){var r=e.itemAt(i),s=r.first.type();if(2===s||3===s)return r.first}return u},o.prototype._makeSymbol=function(t){return new l(t,this._idTick++)},o}();t.Solver=o;var a;!function(t){t[t.Invalid=0]="Invalid",t[t.External=1]="External",t[t.Slack=2]="Slack",t[t.Error=3]="Error",t[t.Dummy=4]="Dummy"}(a||(a={}));var l=function(){function t(t,e){this._id=e,this._type=t}return t.Compare=function(t,e){return t.id()-e.id()},t.prototype.id=function(){return this._id},t.prototype.type=function(){return this._type},t}(),u=new l(0,-1),h=function(){function i(e){"undefined"==typeof e&amp;&amp;(e=0),this._cellMap=t.createMap(l.Compare),this._constant=e}return i.prototype.cells=function(){return this._cellMap},i.prototype.constant=function(){return this._constant},i.prototype.isConstant=function(){return this._cellMap.empty()},i.prototype.allDummies=function(){for(var t=this._cellMap,e=0,i=t.size();i&gt;e;++e){var n=t.itemAt(e);if(4!==n.first.type())return!1}return!0},i.prototype.copy=function(){var t=new i(this._constant);return t._cellMap=this._cellMap.copy(),t},i.prototype.add=function(t){return this._constant+=t},i.prototype.insertSymbol=function(t,i){"undefined"==typeof i&amp;&amp;(i=1);var n=this._cellMap.setDefault(t,function(){return 0});e(n.second+=i)&amp;&amp;this._cellMap.erase(t)},i.prototype.insertRow=function(t,e){"undefined"==typeof e&amp;&amp;(e=1),this._constant+=t._constant*e;for(var i=t._cellMap,n=0,r=i.size();r&gt;n;++n){var s=i.itemAt(n);this.insertSymbol(s.first,s.second*e)}},i.prototype.removeSymbol=function(t){this._cellMap.erase(t)},i.prototype.reverseSign=function(){this._constant=-this._constant;for(var t=this._cellMap,e=0,i=t.size();i&gt;e;++e){var n=t.itemAt(e);n.second=-n.second}},i.prototype.solveFor=function(t){var e=this._cellMap,i=e.erase(t),n=-1/i.second;this._constant*=n;for(var r=0,s=e.size();s&gt;r;++r)e.itemAt(r).second*=n},i.prototype.solveForEx=function(t,e){this.insertSymbol(t,-1),this.solveFor(e)},i.prototype.coefficientFor=function(t){var e=this._cellMap.find(t);return void 0!==e?e.second:0},i.prototype.substitute=function(t,e){var i=this._cellMap.erase(t);void 0!==i&amp;&amp;this.insertRow(e,i.second)},i}()}(s||(s={})),e.exports=s},{}],304:[function(t,e,i){function n(t,e,i,n){var r,s,o=Math.pow(10,e);return s=(i(t*o)/o).toFixed(e),n&amp;&amp;(r=new RegExp("0{1,"+n+"}$"),s=s.replace(r,"")),s}function r(t,e,i,n){var r;return 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finishInitialization(){initialized||(initialized=!0,viewportW=parseFloat($.css($container[0],"width",!0)),measureCellPaddingAndBorder(),disableSelection($headers),options.enableTextSelectionOnCells||$viewport.bind("selectstart.ui",function(t){return $(t.target).is("input,textarea")}),updateColumnCaches(),createColumnHeaders(),setupColumnSort(),createCssRules(),resizeCanvas(),bindAncestorScrollEvents(),$container.bind("resize.bk-slickgrid",resizeCanvas),$viewport.bind("scroll",handleScroll),$headerScroller.bind("contextmenu",handleHeaderContextMenu).bind("click",handleHeaderClick).delegate(".bk-slick-header-column","mouseenter",handleHeaderMouseEnter).delegate(".bk-slick-header-column","mouseleave",handleHeaderMouseLeave),$headerRowScroller.bind("scroll",handleHeaderRowScroll),$focusSink.add($focusSink2).bind("keydown",handleKeyDown),$canvas.bind("keydown",handleKeyDown).bind("click",handleClick).bind("dblclick",handleDblClick).bind("contextmenu",handleContextMenu).bind("draginit",handleDragInit).bind("dragstart",{distance:3},handleDragStart).bind("drag",handleDrag).bind("dragend",handleDragEnd).delegate(".bk-slick-cell","mouseenter",handleMouseEnter).delegate(".bk-slick-cell","mouseleave",handleMouseLeave),navigator.userAgent.toLowerCase().match(/webkit/)&amp;&amp;navigator.userAgent.toLowerCase().match(/macintosh/)&amp;&amp;$canvas.bind("mousewheel",handleMouseWheel))}function registerPlugin(t){plugins.unshift(t),t.init(self)}function unregisterPlugin(t){for(var e=plugins.length;e&gt;=0;e--)if(plugins[e]===t){plugins[e].destroy&amp;&amp;plugins[e].destroy(),plugins.splice(e,1);break}}function setSelectionModel(t){selectionModel&amp;&amp;(selectionModel.onSelectedRangesChanged.unsubscribe(handleSelectedRangesChanged),selectionModel.destroy&amp;&amp;selectionModel.destroy()),selectionModel=t,selectionModel&amp;&amp;(selectionModel.init(self),selectionModel.onSelectedRangesChanged.subscribe(handleSelectedRangesChanged))}function getSelectionModel(){return selectionModel}function getCanvasNode(){return $canvas[0]}function measureScrollbar(){var t=$("&lt;div style='position:absolute; top:-10000px; left:-10000px; width:100px; height:100px; overflow:scroll;'&gt;&lt;/div&gt;").appendTo("body"),e={width:t.width()-t[0].clientWidth,height:t.height()-t[0].clientHeight};return t.remove(),e}function getHeadersWidth(){for(var t=0,e=0,i=columns.length;i&gt;e;e++){var n=columns[e].width;t+=n}return t+=scrollbarDimensions.width,Math.max(t,viewportW)+1e3}function getCanvasWidth(){for(var t=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW,e=0,i=columns.length;i--;)e+=columns[i].width;return options.fullWidthRows?Math.max(e,t):e}function updateCanvasWidth(t){var e=canvasWidth;canvasWidth=getCanvasWidth(),canvasWidth!=e&amp;&amp;($canvas.width(canvasWidth),$headerRow.width(canvasWidth),$headers.width(getHeadersWidth()),viewportHasHScroll=canvasWidth&gt;viewportW-scrollbarDimensions.width),$headerRowSpacer.width(canvasWidth+(viewportHasVScroll?scrollbarDimensions.width:0)),(canvasWidth!=e||t)&amp;&amp;applyColumnWidths()}function disableSelection(t){t&amp;&amp;t.jquery&amp;&amp;t.attr("unselectable","on").css("MozUserSelect","none").bind("selectstart.ui",function(){return!1})}function getMaxSupportedCssHeight(){for(var t=1e6,e=navigator.userAgent.toLowerCase().match(/firefox/)?6e6:1e9,i=$("&lt;div style='display:none' /&gt;").appendTo(document.body);;){var n=2*t;if(i.css("height",n),n&gt;e||i.height()!==n)break;t=n}return i.remove(),t}function bindAncestorScrollEvents(){for(var t=$canvas[0];(t=t.parentNode)!=document.body&amp;&amp;null!=t;)if(t==$viewport[0]||t.scrollWidth!=t.clientWidth||t.scrollHeight!=t.clientHeight){var e=$(t);$boundAncestors=$boundAncestors?$boundAncestors.add(e):e,e.bind("scroll."+uid,handleActiveCellPositionChange)}}function unbindAncestorScrollEvents(){$boundAncestors&amp;&amp;($boundAncestors.unbind("scroll."+uid),$boundAncestors=null)}function updateColumnHeader(t,e,i){if(initialized){var n=getColumnIndex(t);if(null!=n){var r=columns[n],s=$headers.children().eq(n);s&amp;&amp;(void 0!==e&amp;&amp;(columns[n].name=e),void 0!==i&amp;&amp;(columns[n].toolTip=i),trigger(self.onBeforeHeaderCellDestroy,{node:s[0],column:r}),s.attr("title",i||"").children().eq(0).html(e),trigger(self.onHeaderCellRendered,{node:s[0],column:r}))}}}function getHeaderRow(){return $headerRow[0]}function getHeaderRowColumn(t){var e=getColumnIndex(t),i=$headerRow.children().eq(e);return i&amp;&amp;i[0]}function createColumnHeaders(){function t(){$(this).addClass("bk-ui-state-hover")}function e(){$(this).removeClass("bk-ui-state-hover")}$headers.find(".bk-slick-header-column").each(function(){var t=$(this).data("column");t&amp;&amp;trigger(self.onBeforeHeaderCellDestroy,{node:this,column:t})}),$headers.empty(),$headers.width(getHeadersWidth()),$headerRow.find(".bk-slick-headerrow-column").each(function(){var t=$(this).data("column");t&amp;&amp;trigger(self.onBeforeHeaderRowCellDestroy,{node:this,column:t})}),$headerRow.empty();for(var i=0;i&lt;columns.length;i++){var n=columns[i],r=$("&lt;div class='bk-ui-state-default bk-slick-header-column' /&gt;").html("&lt;span class='bk-slick-column-name'&gt;"+n.name+"&lt;/span&gt;").width(n.width-headerColumnWidthDiff).attr("id",""+uid+n.id).attr("title",n.toolTip||"").data("column",n).addClass(n.headerCssClass||"").appendTo($headers);if((options.enableColumnReorder||n.sortable)&amp;&amp;r.on("mouseenter",t).on("mouseleave",e),n.sortable&amp;&amp;(r.addClass("bk-slick-header-sortable"),r.append("&lt;span class='bk-slick-sort-indicator' /&gt;")),trigger(self.onHeaderCellRendered,{node:r[0],column:n}),options.showHeaderRow){var s=$("&lt;div class='bk-ui-state-default bk-slick-headerrow-column l"+i+" r"+i+"'&gt;&lt;/div&gt;").data("column",n).appendTo($headerRow);trigger(self.onHeaderRowCellRendered,{node:s[0],column:n})}}setSortColumns(sortColumns),setupColumnResize(),options.enableColumnReorder&amp;&amp;setupColumnReorder()}function setupColumnSort(){$headers.click(function(t){if(t.metaKey=t.metaKey||t.ctrlKey,!$(t.target).hasClass("bk-slick-resizable-handle")){var e=$(t.target).closest(".bk-slick-header-column");if(e.length){var i=e.data("column");if(i.sortable){if(!getEditorLock().commitCurrentEdit())return;for(var n=null,r=0;r&lt;sortColumns.length;r++)if(sortColumns[r].columnId==i.id){n=sortColumns[r],n.sortAsc=!n.sortAsc;break}t.metaKey&amp;&amp;options.multiColumnSort?n&amp;&amp;sortColumns.splice(r,1):((t.shiftKey||t.metaKey)&amp;&amp;options.multiColumnSort||(sortColumns=[]),n?0==sortColumns.length&amp;&amp;sortColumns.push(n):(n={columnId:i.id,sortAsc:i.defaultSortAsc},sortColumns.push(n))),setSortColumns(sortColumns),options.multiColumnSort?trigger(self.onSort,{multiColumnSort:!0,sortCols:$.map(sortColumns,function(t){return{sortCol:columns[getColumnIndex(t.columnId)],sortAsc:t.sortAsc}})},t):trigger(self.onSort,{multiColumnSort:!1,sortCol:i,sortAsc:n.sortAsc},t)}}}})}function setupColumnReorder(){$headers.filter(":ui-sortable").sortable("destroy"),$headers.sortable({containment:"parent",distance:3,axis:"x",cursor:"default",tolerance:"intersection",helper:"clone",placeholder:"bk-slick-sortable-placeholder bk-ui-state-default bk-slick-header-column",start:function(t,e){e.placeholder.width(e.helper.outerWidth()-headerColumnWidthDiff),$(e.helper).addClass("bk-slick-header-column-active")},beforeStop:function(t,e){$(e.helper).removeClass("bk-slick-header-column-active")},stop:function(t){if(!getEditorLock().commitCurrentEdit())return void $(this).sortable("cancel");for(var e=$headers.sortable("toArray"),i=[],n=0;n&lt;e.length;n++)i.push(columns[getColumnIndex(e[n].replace(uid,""))]);setColumns(i),trigger(self.onColumnsReordered,{}),t.stopPropagation(),setupColumnResize()}})}function setupColumnResize(){var t,e,i,n,r,s,o,a,l;r=$headers.children(),r.find(".bk-slick-resizable-handle").remove(),r.each(function(t,e){columns[t].resizable&amp;&amp;(void 0===a&amp;&amp;(a=t),l=t)}),void 0!==a&amp;&amp;r.each(function(u,h){a&gt;u||options.forceFitColumns&amp;&amp;u&gt;=l||(t=$(h),$("&lt;div class='bk-slick-resizable-handle' /&gt;").appendTo(h).bind("dragstart",function(t,a){if(!getEditorLock().commitCurrentEdit())return!1;n=t.pageX,$(this).parent().addClass("bk-slick-header-column-active");var l=null,h=null;if(r.each(function(t,e){columns[t].previousWidth=$(e).outerWidth()}),options.forceFitColumns)for(l=0,h=0,e=u+1;e&lt;r.length;e++)i=columns[e],i.resizable&amp;&amp;(null!==h&amp;&amp;(i.maxWidth?h+=i.maxWidth-i.previousWidth:h=null),l+=i.previousWidth-Math.max(i.minWidth||0,absoluteColumnMinWidth));var c=0,p=0;for(e=0;u&gt;=e;e++)i=columns[e],i.resizable&amp;&amp;(null!==p&amp;&amp;(i.maxWidth?p+=i.maxWidth-i.previousWidth:p=null),c+=i.previousWidth-Math.max(i.minWidth||0,absoluteColumnMinWidth));null===l&amp;&amp;(l=1e5),null===c&amp;&amp;(c=1e5),null===h&amp;&amp;(h=1e5),null===p&amp;&amp;(p=1e5),o=n+Math.min(l,p),s=n-Math.min(c,h)}).bind("drag",function(t,a){var l,h,c=Math.min(o,Math.max(s,t.pageX))-n;if(0&gt;c){for(h=c,e=u;e&gt;=0;e--)i=columns[e],i.resizable&amp;&amp;(l=Math.max(i.minWidth||0,absoluteColumnMinWidth),h&amp;&amp;i.previousWidth+h&lt;l?(h+=i.previousWidth-l,i.width=l):(i.width=i.previousWidth+h,h=0));if(options.forceFitColumns)for(h=-c,e=u+1;e&lt;r.length;e++)i=columns[e],i.resizable&amp;&amp;(h&amp;&amp;i.maxWidth&amp;&amp;i.maxWidth-i.previousWidth&lt;h?(h-=i.maxWidth-i.previousWidth,i.width=i.maxWidth):(i.width=i.previousWidth+h,h=0))}else{for(h=c,e=u;e&gt;=0;e--)i=columns[e],i.resizable&amp;&amp;(h&amp;&amp;i.maxWidth&amp;&amp;i.maxWidth-i.previousWidth&lt;h?(h-=i.maxWidth-i.previousWidth,i.width=i.maxWidth):(i.width=i.previousWidth+h,h=0));if(options.forceFitColumns)for(h=-c,e=u+1;e&lt;r.length;e++)i=columns[e],i.resizable&amp;&amp;(l=Math.max(i.minWidth||0,absoluteColumnMinWidth),h&amp;&amp;i.previousWidth+h&lt;l?(h+=i.previousWidth-l,i.width=l):(i.width=i.previousWidth+h,h=0))}applyColumnHeaderWidths(),options.syncColumnCellResize&amp;&amp;applyColumnWidths()}).bind("dragend",function(t,n){var s;for($(this).parent().removeClass("bk-slick-header-column-active"),e=0;e&lt;r.length;e++)i=columns[e],s=$(r[e]).outerWidth(),i.previousWidth!==s&amp;&amp;i.rerenderOnResize&amp;&amp;invalidateAllRows();updateCanvasWidth(!0),render(),trigger(self.onColumnsResized,{})}))})}function getVBoxDelta(t){var e=["borderTopWidth","borderBottomWidth","paddingTop","paddingBottom"],i=0;return $.each(e,function(e,n){i+=parseFloat(t.css(n))||0}),i}function measureCellPaddingAndBorder(){var t,e=["borderLeftWidth","borderRightWidth","paddingLeft","paddingRight"],i=["borderTopWidth","borderBottomWidth","paddingTop","paddingBottom"];t=$("&lt;div class='bk-ui-state-default bk-slick-header-column' style='visibility:hidden'&gt;-&lt;/div&gt;").appendTo($headers),headerColumnWidthDiff=headerColumnHeightDiff=0,"border-box"!=t.css("box-sizing")&amp;&amp;"border-box"!=t.css("-moz-box-sizing")&amp;&amp;"border-box"!=t.css("-webkit-box-sizing")&amp;&amp;($.each(e,function(e,i){headerColumnWidthDiff+=parseFloat(t.css(i))||0}),$.each(i,function(e,i){headerColumnHeightDiff+=parseFloat(t.css(i))||0})),t.remove();var n=$("&lt;div class='bk-slick-row' /&gt;").appendTo($canvas);t=$("&lt;div class='bk-slick-cell' id='' style='visibility:hidden'&gt;-&lt;/div&gt;").appendTo(n),cellWidthDiff=cellHeightDiff=0,"border-box"!=t.css("box-sizing")&amp;&amp;"border-box"!=t.css("-moz-box-sizing")&amp;&amp;"border-box"!=t.css("-webkit-box-sizing")&amp;&amp;($.each(e,function(e,i){cellWidthDiff+=parseFloat(t.css(i))||0}),$.each(i,function(e,i){cellHeightDiff+=parseFloat(t.css(i))||0})),n.remove(),absoluteColumnMinWidth=Math.max(headerColumnWidthDiff,cellWidthDiff)}function createCssRules(){$style=$("&lt;style type='text/css' rel='stylesheet' /&gt;").appendTo($("head"));for(var t=options.rowHeight-cellHeightDiff,e=["."+uid+" .bk-slick-header-column { left: 1000px; }","."+uid+" .bk-slick-top-panel { height:"+options.topPanelHeight+"px; }","."+uid+" .bk-slick-headerrow-columns { height:"+options.headerRowHeight+"px; }","."+uid+" .bk-slick-cell { height:"+t+"px; }","."+uid+" .bk-slick-row { height:"+options.rowHeight+"px; }"],i=0;i&lt;columns.length;i++)e.push("."+uid+" .l"+i+" { }"),e.push("."+uid+" .r"+i+" { }");$style[0].styleSheet?$style[0].styleSheet.cssText=e.join(" "):$style[0].appendChild(document.createTextNode(e.join(" ")))}function getColumnCssRules(t){if(!stylesheet){for(var e=document.styleSheets,i=0;i&lt;e.length;i++)if((e[i].ownerNode||e[i].owningElement)==$style[0]){stylesheet=e[i];break}if(!stylesheet)throw new Error("Cannot find stylesheet.");columnCssRulesL=[],columnCssRulesR=[];for(var n,r,s=stylesheet.cssRules||stylesheet.rules,i=0;i&lt;s.length;i++){var o=s[i].selectorText;(n=/\.l\d+/.exec(o))?(r=parseInt(n[0].substr(2,n[0].length-2),10),columnCssRulesL[r]=s[i]):(n=/\.r\d+/.exec(o))&amp;&amp;(r=parseInt(n[0].substr(2,n[0].length-2),10),columnCssRulesR[r]=s[i])}}return{left:columnCssRulesL[t],right:columnCssRulesR[t]}}function removeCssRules(){$style.remove(),stylesheet=null}function destroy(){getEditorLock().cancelCurrentEdit(),trigger(self.onBeforeDestroy,{});for(var t=plugins.length;t--;)unregisterPlugin(plugins[t]);options.enableColumnReorder&amp;&amp;$headers.filter(":ui-sortable").sortable("destroy"),unbindAncestorScrollEvents(),$container.unbind(".bk-slickgrid"),removeCssRules(),$canvas.unbind("draginit dragstart dragend drag"),$container.empty().removeClass(uid)}function trigger(t,e,i){return i=i||new Slick.EventData,e=e||{},e.grid=self,t.notify(e,i,self)}function getEditorLock(){return options.editorLock}function getEditController(){return editController}function getColumnIndex(t){return columnsById[t]}function autosizeColumns(){var t,e,i,n=[],r=0,s=0,o=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW;for(t=0;t&lt;columns.length;t++)e=columns[t],n.push(e.width),s+=e.width,e.resizable&amp;&amp;(r+=e.width-Math.max(e.minWidth,absoluteColumnMinWidth));for(i=s;s&gt;o&amp;&amp;r;){var a=(s-o)/r;for(t=0;t&lt;columns.length&amp;&amp;s&gt;o;t++){e=columns[t];var l=n[t];if(!(!e.resizable||l&lt;=e.minWidth||absoluteColumnMinWidth&gt;=l)){var u=Math.max(e.minWidth,absoluteColumnMinWidth),h=Math.floor(a*(l-u))||1;h=Math.min(h,l-u),s-=h,r-=h,n[t]-=h}}if(s&gt;=i)break;i=s}for(i=s;o&gt;s;){var c=o/s;for(t=0;t&lt;columns.length&amp;&amp;o&gt;s;t++){e=columns[t];var p,d=n[t];p=!e.resizable||e.maxWidth&lt;=d?0:Math.min(Math.floor(c*d)-d,e.maxWidth-d||1e6)||1,s+=p,n[t]+=p}if(i&gt;=s)break;i=s}var f=!1;for(t=0;t&lt;columns.length;t++)columns[t].rerenderOnResize&amp;&amp;columns[t].width!=n[t]&amp;&amp;(f=!0),columns[t].width=n[t];applyColumnHeaderWidths(),updateCanvasWidth(!0),f&amp;&amp;(invalidateAllRows(),render())}function applyColumnHeaderWidths(){if(initialized){for(var t,e=0,i=$headers.children(),n=i.length;n&gt;e;e++)t=$(i[e]),t.width()!==columns[e].width-headerColumnWidthDiff&amp;&amp;t.width(columns[e].width-headerColumnWidthDiff);updateColumnCaches()}}function applyColumnWidths(){for(var t,e,i=0,n=0;n&lt;columns.length;n++)t=columns[n].width,e=getColumnCssRules(n),e.left.style.left=i+"px",e.right.style.right=canvasWidth-i-t+"px",i+=columns[n].width}function setSortColumn(t,e){setSortColumns([{columnId:t,sortAsc:e}])}function setSortColumns(t){sortColumns=t;var e=$headers.children();e.removeClass("bk-slick-header-column-sorted").find(".bk-slick-sort-indicator").removeClass("bk-slick-sort-indicator-asc bk-slick-sort-indicator-desc"),$.each(sortColumns,function(t,i){null==i.sortAsc&amp;&amp;(i.sortAsc=!0);var n=getColumnIndex(i.columnId);null!=n&amp;&amp;e.eq(n).addClass("bk-slick-header-column-sorted").find(".bk-slick-sort-indicator").addClass(i.sortAsc?"bk-slick-sort-indicator-asc":"bk-slick-sort-indicator-desc")})}function getSortColumns(){return sortColumns}function handleSelectedRangesChanged(t,e){selectedRows=[];for(var i={},n=0;n&lt;e.length;n++)for(var r=e[n].fromRow;r&lt;=e[n].toRow;r++){i[r]||(selectedRows.push(r),i[r]={});for(var s=e[n].fromCell;s&lt;=e[n].toCell;s++)canCellBeSelected(r,s)&amp;&amp;(i[r][columns[s].id]=options.selectedCellCssClass)}setCellCssStyles(options.selectedCellCssClass,i),trigger(self.onSelectedRowsChanged,{rows:getSelectedRows()},t)}function getColumns(){return columns}function updateColumnCaches(){columnPosLeft=[],columnPosRight=[];for(var t=0,e=0,i=columns.length;i&gt;e;e++)columnPosLeft[e]=t,columnPosRight[e]=t+columns[e].width,t+=columns[e].width}function setColumns(t){columns=t,columnsById={};for(var e=0;e&lt;columns.length;e++){var i=columns[e]=$.extend({},columnDefaults,columns[e]);columnsById[i.id]=e,i.minWidth&amp;&amp;i.width&lt;i.minWidth&amp;&amp;(i.width=i.minWidth),i.maxWidth&amp;&amp;i.width&gt;i.maxWidth&amp;&amp;(i.width=i.maxWidth)}updateColumnCaches(),initialized&amp;&amp;(invalidateAllRows(),createColumnHeaders(),removeCssRules(),createCssRules(),resizeCanvas(),applyColumnWidths(),handleScroll())}function getOptions(){return options}function setOptions(t){getEditorLock().commitCurrentEdit()&amp;&amp;(makeActiveCellNormal(),options.enableAddRow!==t.enableAddRow&amp;&amp;invalidateRow(getDataLength()),options=$.extend(options,t),validateAndEnforceOptions(),$viewport.css("overflow-y",options.autoHeight?"hidden":"auto"),render())}function validateAndEnforceOptions(){options.autoHeight&amp;&amp;(options.leaveSpaceForNewRows=!1)}function setData(t,e){data=t,invalidateAllRows(),updateRowCount(),e&amp;&amp;scrollTo(0)}function getData(){return data}function getDataLength(){return data.getLength?data.getLength():data.length}function getDataLengthIncludingAddNew(){return getDataLength()+(options.enableAddRow?1:0)}function getDataItem(t){return data.getItem?data.getItem(t):data[t]}function getTopPanel(){return $topPanel[0]}function setTopPanelVisibility(t){options.showTopPanel!=t&amp;&amp;(options.showTopPanel=t,t?$topPanelScroller.slideDown("fast",resizeCanvas):$topPanelScroller.slideUp("fast",resizeCanvas))}function setHeaderRowVisibility(t){options.showHeaderRow!=t&amp;&amp;(options.showHeaderRow=t,t?$headerRowScroller.slideDown("fast",resizeCanvas):$headerRowScroller.slideUp("fast",resizeCanvas))}function getContainerNode(){return $container.get(0)}function getRowTop(t){return options.rowHeight*t-offset}function getRowFromPosition(t){return Math.floor((t+offset)/options.rowHeight)}function scrollTo(t){t=Math.max(t,0),t=Math.min(t,th-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0));var e=offset;page=Math.min(n-1,Math.floor(t/ph)),offset=Math.round(page*cj);var i=t-offset;if(offset!=e){var r=getVisibleRange(i);cleanupRows(r),updateRowPositions()}prevScrollTop!=i&amp;&amp;(vScrollDir=i+offset&gt;prevScrollTop+e?1:-1,$viewport[0].scrollTop=lastRenderedScrollTop=scrollTop=prevScrollTop=i,trigger(self.onViewportChanged,{}))}function defaultFormatter(t,e,i,n,r){return null==i?"":(i+"").replace(/&amp;/g,"&amp;amp;").replace(/&lt;/g,"&amp;lt;").replace(/&gt;/g,"&amp;gt;")}function getFormatter(t,e){function i(t,e,i,n,r){return o.format(t,e,i,n,r)}var n=data.getItemMetadata&amp;&amp;data.getItemMetadata(t),r=n&amp;&amp;n.columns&amp;&amp;(n.columns[e.id]||n.columns[getColumnIndex(e.id)]),s=r&amp;&amp;r.formatter||n&amp;&amp;n.formatter||e.formatter||options.formatterFactory&amp;&amp;options.formatterFactory.getFormatter(e)||options.defaultFormatter;if(void 0!==s.format){var o=s;s=i}return s}function getEditor(t,e){var i,n=columns[e],r=data.getItemMetadata&amp;&amp;data.getItemMetadata(t),s=r&amp;&amp;r.columns;return i=s&amp;&amp;s[n.id]&amp;&amp;void 0!==s[n.id].editor?s[n.id].editor:s&amp;&amp;s[e]&amp;&amp;void 0!==s[e].editor?s[e].editor:n.editor||options.editorFactory&amp;&amp;options.editorFactory.getEditor(n),void 0!==i.default_view&amp;&amp;(i=i.default_view),i}function getDataItemValueForColumn(t,e){return options.dataItemColumnValueExtractor?options.dataItemColumnValueExtractor(t,e):t[e.field]}function appendRowHtml(t,e,i,n){var r=getDataItem(e),s=n&gt;e&amp;&amp;!r,o="bk-slick-row"+(s?" loading":"")+(e===activeRow?" active":"")+(e%2==1?" odd":" even");r||(o+=" "+options.addNewRowCssClass);var a=data.getItemMetadata&amp;&amp;data.getItemMetadata(e);a&amp;&amp;a.cssClasses&amp;&amp;(o+=" "+a.cssClasses),t.push("&lt;div class='bk-ui-widget-content "+o+"' style='top:"+getRowTop(e)+"px'&gt;");for(var l,u,h=0,c=columns.length;c&gt;h;h++){if(u=columns[h],l=1,a&amp;&amp;a.columns){var p=a.columns[u.id]||a.columns[h];l=p&amp;&amp;p.colspan||1,"*"===l&amp;&amp;(l=c-h)}if(columnPosRight[Math.min(c-1,h+l-1)]&gt;i.leftPx){if(columnPosLeft[h]&gt;i.rightPx)break;appendCellHtml(t,e,h,l,r)}l&gt;1&amp;&amp;(h+=l-1)}t.push("&lt;/div&gt;")}function appendCellHtml(t,e,i,n,r){var s=columns[i],o="bk-slick-cell l"+i+" r"+Math.min(columns.length-1,i+n-1)+(s.cssClass?" "+s.cssClass:"");e===activeRow&amp;&amp;i===activeCell&amp;&amp;(o+=" active");for(var a in cellCssClasses)cellCssClasses[a][e]&amp;&amp;cellCssClasses[a][e][s.id]&amp;&amp;(o+=" "+cellCssClasses[a][e][s.id]);if(t.push("&lt;div class='"+o+"'&gt;"),r){var l=getDataItemValueForColumn(r,s);t.push(getFormatter(e,s)(e,i,l,s,r))}t.push("&lt;/div&gt;"),rowsCache[e].cellRenderQueue.push(i),rowsCache[e].cellColSpans[i]=n}function cleanupRows(t){for(var e in rowsCache)(e=parseInt(e,10))!==activeRow&amp;&amp;(e&lt;t.top||e&gt;t.bottom)&amp;&amp;removeRowFromCache(e)}function invalidate(){updateRowCount(),invalidateAllRows(),render()}function invalidateAllRows(){currentEditor&amp;&amp;makeActiveCellNormal();for(var t in rowsCache)removeRowFromCache(t)}function removeRowFromCache(t){var e=rowsCache[t];e&amp;&amp;(rowNodeFromLastMouseWheelEvent==e.rowNode?(e.rowNode.style.display="none",zombieRowNodeFromLastMouseWheelEvent=rowNodeFromLastMouseWheelEvent):$canvas[0].removeChild(e.rowNode),delete rowsCache[t],delete postProcessedRows[t],renderedRows--,counter_rows_removed++)}function invalidateRows(t){var e,i;if(t&amp;&amp;t.length)for(vScrollDir=0,e=0,i=t.length;i&gt;e;e++)currentEditor&amp;&amp;activeRow===t[e]&amp;&amp;makeActiveCellNormal(),rowsCache[t[e]]&amp;&amp;removeRowFromCache(t[e])}function invalidateRow(t){invalidateRows([t])}function updateCell(t,e){var i=getCellNode(t,e);if(i){var n=columns[e],r=getDataItem(t);currentEditor&amp;&amp;activeRow===t&amp;&amp;activeCell===e?currentEditor.loadValue(r):(i.innerHTML=r?getFormatter(t,n)(t,e,getDataItemValueForColumn(r,n),n,r):"",invalidatePostProcessingResults(t))}}function updateRow(t){var e=rowsCache[t];if(e){ensureCellNodesInRowsCache(t);var i=getDataItem(t);for(var n in e.cellNodesByColumnIdx)if(e.cellNodesByColumnIdx.hasOwnProperty(n)){n=0|n;var r=columns[n],s=e.cellNodesByColumnIdx[n];t===activeRow&amp;&amp;n===activeCell&amp;&amp;currentEditor?currentEditor.loadValue(i):i?s.innerHTML=getFormatter(t,r)(t,n,getDataItemValueForColumn(i,r),r,i):s.innerHTML=""}invalidatePostProcessingResults(t)}}function getViewportHeight(){return parseFloat($.css($container[0],"height",!0))-parseFloat($.css($container[0],"paddingTop",!0))-parseFloat($.css($container[0],"paddingBottom",!0))-parseFloat($.css($headerScroller[0],"height"))-getVBoxDelta($headerScroller)-(options.showTopPanel?options.topPanelHeight+getVBoxDelta($topPanelScroller):0)-(options.showHeaderRow?options.headerRowHeight+getVBoxDelta($headerRowScroller):0)}function resizeCanvas(){initialized&amp;&amp;(viewportH=options.autoHeight?options.rowHeight*getDataLengthIncludingAddNew():getViewportHeight(),numVisibleRows=Math.ceil(viewportH/options.rowHeight),viewportW=parseFloat($.css($container[0],"width",!0)),options.autoHeight||$viewport.height(viewportH),options.forceFitColumns&amp;&amp;autosizeColumns(),updateRowCount(),handleScroll(),lastRenderedScrollLeft=-1,render())}function updateRowCount(){if(initialized){var t=getDataLengthIncludingAddNew(),e=t+(options.leaveSpaceForNewRows?numVisibleRows-1:0),i=viewportHasVScroll;viewportHasVScroll=!options.autoHeight&amp;&amp;e*options.rowHeight&gt;viewportH,makeActiveCellNormal();var r=t-1;for(var s in rowsCache)s&gt;=r&amp;&amp;removeRowFromCache(s);activeCellNode&amp;&amp;activeRow&gt;r&amp;&amp;resetActiveCell();var o=h;th=Math.max(options.rowHeight*e,viewportH-scrollbarDimensions.height),maxSupportedCssHeight&gt;th?(h=ph=th,n=1,cj=0):(h=maxSupportedCssHeight,ph=h/100,n=Math.floor(th/ph),cj=(th-h)/(n-1)),h!==o&amp;&amp;($canvas.css("height",h),scrollTop=$viewport[0].scrollTop);var a=th-viewportH&gt;=scrollTop+offset;0==th||0==scrollTop?page=offset=0:scrollTo(a?scrollTop+offset:th-viewportH),h!=o&amp;&amp;options.autoHeight&amp;&amp;resizeCanvas(),options.forceFitColumns&amp;&amp;i!=viewportHasVScroll&amp;&amp;autosizeColumns(),updateCanvasWidth(!1)}}function getVisibleRange(t,e){return null==t&amp;&amp;(t=scrollTop),null==e&amp;&amp;(e=scrollLeft),{top:getRowFromPosition(t),bottom:getRowFromPosition(t+viewportH)+1,leftPx:e,rightPx:e+viewportW}}function getRenderedRange(t,e){var i=getVisibleRange(t,e),n=Math.round(viewportH/options.rowHeight),r=3;return-1==vScrollDir?(i.top-=n,i.bottom+=r):1==vScrollDir?(i.top-=r,i.bottom+=n):(i.top-=r,i.bottom+=r),i.top=Math.max(0,i.top),i.bottom=Math.min(getDataLengthIncludingAddNew()-1,i.bottom),i.leftPx-=viewportW,i.rightPx+=viewportW,i.leftPx=Math.max(0,i.leftPx),i.rightPx=Math.min(canvasWidth,i.rightPx),i}function ensureCellNodesInRowsCache(t){var e=rowsCache[t];if(e&amp;&amp;e.cellRenderQueue.length)for(var i=e.rowNode.lastChild;e.cellRenderQueue.length;){var n=e.cellRenderQueue.pop();e.cellNodesByColumnIdx[n]=i,i=i.previousSibling}}function cleanUpCells(t,e){var i=0,n=rowsCache[e],r=[];for(var s in n.cellNodesByColumnIdx)if(n.cellNodesByColumnIdx.hasOwnProperty(s)){s=0|s;var o=n.cellColSpans[s];(columnPosLeft[s]&gt;t.rightPx||columnPosRight[Math.min(columns.length-1,s+o-1)]&lt;t.leftPx)&amp;&amp;(e!=activeRow||s!=activeCell)&amp;&amp;r.push(s)}for(var a;null!=(a=r.pop());)n.rowNode.removeChild(n.cellNodesByColumnIdx[a]),delete n.cellColSpans[a],delete n.cellNodesByColumnIdx[a],postProcessedRows[e]&amp;&amp;delete postProcessedRows[e][a],i++}function cleanUpAndRenderCells(t){for(var e,i,n,r=[],s=[],o=0,a=t.top,l=t.bottom;l&gt;=a;a++)if(e=rowsCache[a]){ensureCellNodesInRowsCache(a),cleanUpCells(t,a),i=0;var u=data.getItemMetadata&amp;&amp;data.getItemMetadata(a);u=u&amp;&amp;u.columns;for(var h=getDataItem(a),c=0,p=columns.length;p&gt;c&amp;&amp;!(columnPosLeft[c]&gt;t.rightPx);c++)if(null==(n=e.cellColSpans[c])){if(n=1,u){var d=u[columns[c].id]||u[c];n=d&amp;&amp;d.colspan||1,"*"===n&amp;&amp;(n=p-c)}columnPosRight[Math.min(p-1,c+n-1)]&gt;t.leftPx&amp;&amp;(appendCellHtml(r,a,c,n,h),i++),c+=n&gt;1?n-1:0}else c+=n&gt;1?n-1:0;i&amp;&amp;(o+=i,s.push(a))}if(r.length){var f=document.createElement("div");f.innerHTML=r.join("");for(var g,m;null!=(g=s.pop());){e=rowsCache[g];for(var _;null!=(_=e.cellRenderQueue.pop());)m=f.lastChild,e.rowNode.appendChild(m),e.cellNodesByColumnIdx[_]=m}}}function renderRows(t){for(var e=$canvas[0],i=[],n=[],r=!1,s=getDataLength(),o=t.top,a=t.bottom;a&gt;=o;o++)rowsCache[o]||(renderedRows++,n.push(o),rowsCache[o]={rowNode:null,cellColSpans:[],cellNodesByColumnIdx:[],cellRenderQueue:[]},appendRowHtml(i,o,t,s),activeCellNode&amp;&amp;activeRow===o&amp;&amp;(r=!0),counter_rows_rendered++);if(n.length){var l=document.createElement("div");l.innerHTML=i.join("");for(var o=0,a=n.length;a&gt;o;o++)rowsCache[n[o]].rowNode=e.appendChild(l.firstChild);
r&amp;&amp;(activeCellNode=getCellNode(activeRow,activeCell))}}function startPostProcessing(){options.enableAsyncPostRender&amp;&amp;(clearTimeout(h_postrender),h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}function invalidatePostProcessingResults(t){delete postProcessedRows[t],postProcessFromRow=Math.min(postProcessFromRow,t),postProcessToRow=Math.max(postProcessToRow,t),startPostProcessing()}function updateRowPositions(){for(var t in rowsCache)rowsCache[t].rowNode.style.top=getRowTop(t)+"px"}function render(){if(initialized){var t=getVisibleRange(),e=getRenderedRange();cleanupRows(e),lastRenderedScrollLeft!=scrollLeft&amp;&amp;cleanUpAndRenderCells(e),renderRows(e),postProcessFromRow=t.top,postProcessToRow=Math.min(getDataLengthIncludingAddNew()-1,t.bottom),startPostProcessing(),lastRenderedScrollTop=scrollTop,lastRenderedScrollLeft=scrollLeft,h_render=null}}function handleHeaderRowScroll(){var t=$headerRowScroller[0].scrollLeft;t!=$viewport[0].scrollLeft&amp;&amp;($viewport[0].scrollLeft=t)}function handleScroll(){scrollTop=$viewport[0].scrollTop,scrollLeft=$viewport[0].scrollLeft;var t=Math.abs(scrollTop-prevScrollTop),e=Math.abs(scrollLeft-prevScrollLeft);if(e&amp;&amp;(prevScrollLeft=scrollLeft,$headerScroller[0].scrollLeft=scrollLeft,$topPanelScroller[0].scrollLeft=scrollLeft,$headerRowScroller[0].scrollLeft=scrollLeft),t)if(vScrollDir=scrollTop&gt;prevScrollTop?1:-1,prevScrollTop=scrollTop,viewportH&gt;t)scrollTo(scrollTop+offset);else{var i=offset;page=h==viewportH?0:Math.min(n-1,Math.floor(scrollTop*((th-viewportH)/(h-viewportH))*(1/ph))),offset=Math.round(page*cj),i!=offset&amp;&amp;invalidateAllRows()}(e||t)&amp;&amp;(h_render&amp;&amp;clearTimeout(h_render),(Math.abs(lastRenderedScrollTop-scrollTop)&gt;20||Math.abs(lastRenderedScrollLeft-scrollLeft)&gt;20)&amp;&amp;(options.forceSyncScrolling||Math.abs(lastRenderedScrollTop-scrollTop)&lt;viewportH&amp;&amp;Math.abs(lastRenderedScrollLeft-scrollLeft)&lt;viewportW?render():h_render=setTimeout(render,50),trigger(self.onViewportChanged,{}))),trigger(self.onScroll,{scrollLeft:scrollLeft,scrollTop:scrollTop})}function asyncPostProcessRows(){for(var t=getDataLength();postProcessToRow&gt;=postProcessFromRow;){var e=vScrollDir&gt;=0?postProcessFromRow++:postProcessToRow--,i=rowsCache[e];if(i&amp;&amp;!(e&gt;=t)){postProcessedRows[e]||(postProcessedRows[e]={}),ensureCellNodesInRowsCache(e);for(var n in i.cellNodesByColumnIdx)if(i.cellNodesByColumnIdx.hasOwnProperty(n)){n=0|n;var r=columns[n];if(r.asyncPostRender&amp;&amp;!postProcessedRows[e][n]){var s=i.cellNodesByColumnIdx[n];s&amp;&amp;r.asyncPostRender(s,e,getDataItem(e),r),postProcessedRows[e][n]=!0}}return void(h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}}}function updateCellCssStylesOnRenderedRows(t,e){var i,n,r,s;for(var o in rowsCache){if(s=e&amp;&amp;e[o],r=t&amp;&amp;t[o],s)for(n in s)r&amp;&amp;s[n]==r[n]||(i=getCellNode(o,getColumnIndex(n)),i&amp;&amp;$(i).removeClass(s[n]));if(r)for(n in r)s&amp;&amp;s[n]==r[n]||(i=getCellNode(o,getColumnIndex(n)),i&amp;&amp;$(i).addClass(r[n]))}}function addCellCssStyles(t,e){if(cellCssClasses[t])throw"addCellCssStyles: cell CSS hash with key '"+t+"' already exists.";cellCssClasses[t]=e,updateCellCssStylesOnRenderedRows(e,null),trigger(self.onCellCssStylesChanged,{key:t,hash:e})}function removeCellCssStyles(t){cellCssClasses[t]&amp;&amp;(updateCellCssStylesOnRenderedRows(null,cellCssClasses[t]),delete cellCssClasses[t],trigger(self.onCellCssStylesChanged,{key:t,hash:null}))}function setCellCssStyles(t,e){var i=cellCssClasses[t];cellCssClasses[t]=e,updateCellCssStylesOnRenderedRows(e,i),trigger(self.onCellCssStylesChanged,{key:t,hash:e})}function getCellCssStyles(t){return cellCssClasses[t]}function flashCell(t,e,i){function n(t){t&amp;&amp;setTimeout(function(){r.queue(function(){r.toggleClass(options.cellFlashingCssClass).dequeue(),n(t-1)})},i)}if(i=i||100,rowsCache[t]){var r=$(getCellNode(t,e));n(4)}}function handleMouseWheel(t){var e=$(t.target).closest(".bk-slick-row")[0];e!=rowNodeFromLastMouseWheelEvent&amp;&amp;(zombieRowNodeFromLastMouseWheelEvent&amp;&amp;zombieRowNodeFromLastMouseWheelEvent!=e&amp;&amp;($canvas[0].removeChild(zombieRowNodeFromLastMouseWheelEvent),zombieRowNodeFromLastMouseWheelEvent=null),rowNodeFromLastMouseWheelEvent=e)}function handleDragInit(t,e){var i=getCellFromEvent(t);if(!i||!cellExists(i.row,i.cell))return!1;var n=trigger(self.onDragInit,e,t);return t.isImmediatePropagationStopped()?n:!1}function handleDragStart(t,e){var i=getCellFromEvent(t);if(!i||!cellExists(i.row,i.cell))return!1;var n=trigger(self.onDragStart,e,t);return t.isImmediatePropagationStopped()?n:!1}function handleDrag(t,e){return trigger(self.onDrag,e,t)}function handleDragEnd(t,e){trigger(self.onDragEnd,e,t)}function handleKeyDown(t){trigger(self.onKeyDown,{row:activeRow,cell:activeCell},t);var e=t.isImmediatePropagationStopped();if(!e)if(t.shiftKey||t.altKey||t.ctrlKey)9!=t.which||!t.shiftKey||t.ctrlKey||t.altKey||(e=navigatePrev());else if(27==t.which){if(!getEditorLock().isActive())return;cancelEditAndSetFocus()}else 34==t.which?(navigatePageDown(),e=!0):33==t.which?(navigatePageUp(),e=!0):37==t.which?e=navigateLeft():39==t.which?e=navigateRight():38==t.which?e=navigateUp():40==t.which?e=navigateDown():9==t.which?e=navigateNext():13==t.which&amp;&amp;(options.editable&amp;&amp;(currentEditor?activeRow===getDataLength()?navigateDown():commitEditAndSetFocus():getEditorLock().commitCurrentEdit()&amp;&amp;makeActiveCellEditable()),e=!0);if(e){t.stopPropagation(),t.preventDefault();try{t.originalEvent.keyCode=0}catch(i){}}}function handleClick(t){currentEditor||(t.target!=document.activeElement||$(t.target).hasClass("bk-slick-cell"))&amp;&amp;setFocus();var e=getCellFromEvent(t);!e||null!==currentEditor&amp;&amp;activeRow==e.row&amp;&amp;activeCell==e.cell||(trigger(self.onClick,{row:e.row,cell:e.cell},t),t.isImmediatePropagationStopped()||activeCell==e.cell&amp;&amp;activeRow==e.row||!canCellBeActive(e.row,e.cell)||(!getEditorLock().isActive()||getEditorLock().commitCurrentEdit())&amp;&amp;(scrollRowIntoView(e.row,!1),setActiveCellInternal(getCellNode(e.row,e.cell))))}function handleContextMenu(t){var e=$(t.target).closest(".bk-slick-cell",$canvas);0!==e.length&amp;&amp;(activeCellNode!==e[0]||null===currentEditor)&amp;&amp;trigger(self.onContextMenu,{},t)}function handleDblClick(t){var e=getCellFromEvent(t);!e||null!==currentEditor&amp;&amp;activeRow==e.row&amp;&amp;activeCell==e.cell||(trigger(self.onDblClick,{row:e.row,cell:e.cell},t),t.isImmediatePropagationStopped()||options.editable&amp;&amp;gotoCell(e.row,e.cell,!0))}function handleHeaderMouseEnter(t){trigger(self.onHeaderMouseEnter,{column:$(this).data("column")},t)}function handleHeaderMouseLeave(t){trigger(self.onHeaderMouseLeave,{column:$(this).data("column")},t)}function handleHeaderContextMenu(t){var e=$(t.target).closest(".bk-slick-header-column",".bk-slick-header-columns"),i=e&amp;&amp;e.data("column");trigger(self.onHeaderContextMenu,{column:i},t)}function handleHeaderClick(t){var e=$(t.target).closest(".bk-slick-header-column",".bk-slick-header-columns"),i=e&amp;&amp;e.data("column");i&amp;&amp;trigger(self.onHeaderClick,{column:i},t)}function handleMouseEnter(t){trigger(self.onMouseEnter,{},t)}function handleMouseLeave(t){trigger(self.onMouseLeave,{},t)}function cellExists(t,e){return!(0&gt;t||t&gt;=getDataLength()||0&gt;e||e&gt;=columns.length)}function getCellFromPoint(t,e){for(var i=getRowFromPosition(e),n=0,r=0,s=0;s&lt;columns.length&amp;&amp;t&gt;r;s++)r+=columns[s].width,n++;return 0&gt;n&amp;&amp;(n=0),{row:i,cell:n-1}}function getCellFromNode(t){var e=/l\d+/.exec(t.className);if(!e)throw"getCellFromNode: cannot get cell - "+t.className;return parseInt(e[0].substr(1,e[0].length-1),10)}function getRowFromNode(t){for(var e in rowsCache)if(rowsCache[e].rowNode===t)return 0|e;return null}function getCellFromEvent(t){var e=$(t.target).closest(".bk-slick-cell",$canvas);if(!e.length)return null;var i=getRowFromNode(e[0].parentNode),n=getCellFromNode(e[0]);return null==i||null==n?null:{row:i,cell:n}}function getCellNodeBox(t,e){if(!cellExists(t,e))return null;for(var i=getRowTop(t),n=i+options.rowHeight-1,r=0,s=0;e&gt;s;s++)r+=columns[s].width;var o=r+columns[e].width;return{top:i,left:r,bottom:n,right:o}}function resetActiveCell(){setActiveCellInternal(null,!1)}function setFocus(){-1==tabbingDirection?$focusSink[0].focus():$focusSink2[0].focus()}function scrollCellIntoView(t,e,i){scrollRowIntoView(t,i);var n=getColspan(t,e),r=columnPosLeft[e],s=columnPosRight[e+(n&gt;1?n-1:0)],o=scrollLeft+viewportW;scrollLeft&gt;r?($viewport.scrollLeft(r),handleScroll(),render()):s&gt;o&amp;&amp;($viewport.scrollLeft(Math.min(r,s-$viewport[0].clientWidth)),handleScroll(),render())}function setActiveCellInternal(t,e){null!==activeCellNode&amp;&amp;(makeActiveCellNormal(),$(activeCellNode).removeClass("active"),rowsCache[activeRow]&amp;&amp;$(rowsCache[activeRow].rowNode).removeClass("active"));var i=activeCellNode!==t;activeCellNode=t,null!=activeCellNode?(activeRow=getRowFromNode(activeCellNode.parentNode),activeCell=activePosX=getCellFromNode(activeCellNode),null==e&amp;&amp;(e=activeRow==getDataLength()||options.autoEdit),$(activeCellNode).addClass("active"),$(rowsCache[activeRow].rowNode).addClass("active"),options.editable&amp;&amp;e&amp;&amp;isCellPotentiallyEditable(activeRow,activeCell)&amp;&amp;(clearTimeout(h_editorLoader),options.asyncEditorLoading?h_editorLoader=setTimeout(function(){makeActiveCellEditable()},options.asyncEditorLoadDelay):makeActiveCellEditable())):activeRow=activeCell=null,i&amp;&amp;trigger(self.onActiveCellChanged,getActiveCell())}function clearTextSelection(){if(document.selection&amp;&amp;document.selection.empty)try{document.selection.empty()}catch(t){}else if(window.getSelection){var e=window.getSelection();e&amp;&amp;e.removeAllRanges&amp;&amp;e.removeAllRanges()}}function isCellPotentiallyEditable(t,e){var i=getDataLength();return i&gt;t&amp;&amp;!getDataItem(t)?!1:columns[e].cannotTriggerInsert&amp;&amp;t&gt;=i?!1:getEditor(t,e)?!0:!1}function makeActiveCellNormal(){if(currentEditor){if(trigger(self.onBeforeCellEditorDestroy,{editor:currentEditor}),currentEditor.destroy(),currentEditor=null,activeCellNode){var t=getDataItem(activeRow);if($(activeCellNode).removeClass("editable invalid"),t){var e=columns[activeCell],i=getFormatter(activeRow,e);activeCellNode.innerHTML=i(activeRow,activeCell,getDataItemValueForColumn(t,e),e,t),invalidatePostProcessingResults(activeRow)}}navigator.userAgent.toLowerCase().match(/msie/)&amp;&amp;clearTextSelection(),getEditorLock().deactivate(editController)}}function makeActiveCellEditable(t){if(activeCellNode){if(!options.editable)throw"Grid : makeActiveCellEditable : should never get called when options.editable is false";if(clearTimeout(h_editorLoader),isCellPotentiallyEditable(activeRow,activeCell)){var e=columns[activeCell],i=getDataItem(activeRow);if(trigger(self.onBeforeEditCell,{row:activeRow,cell:activeCell,item:i,column:e})===!1)return void setFocus();getEditorLock().activate(editController),$(activeCellNode).addClass("editable"),t||(activeCellNode.innerHTML=""),currentEditor=new(t||getEditor(activeRow,activeCell))({grid:self,gridPosition:absBox($container[0]),position:absBox(activeCellNode),container:activeCellNode,column:e,item:i||{},commitChanges:commitEditAndSetFocus,cancelChanges:cancelEditAndSetFocus}),i&amp;&amp;currentEditor.loadValue(i),serializedEditorValue=currentEditor.serializeValue(),currentEditor.position&amp;&amp;handleActiveCellPositionChange()}}}function commitEditAndSetFocus(){getEditorLock().commitCurrentEdit()&amp;&amp;(setFocus(),options.autoEdit&amp;&amp;navigateDown())}function cancelEditAndSetFocus(){getEditorLock().cancelCurrentEdit()&amp;&amp;setFocus()}function absBox(t){var e={top:t.offsetTop,left:t.offsetLeft,bottom:0,right:0,width:$(t).outerWidth(),height:$(t).outerHeight(),visible:!0};e.bottom=e.top+e.height,e.right=e.left+e.width;for(var i=t.offsetParent;(t=t.parentNode)!=document.body;)e.visible&amp;&amp;t.scrollHeight!=t.offsetHeight&amp;&amp;"visible"!=$(t).css("overflowY")&amp;&amp;(e.visible=e.bottom&gt;t.scrollTop&amp;&amp;e.top&lt;t.scrollTop+t.clientHeight),e.visible&amp;&amp;t.scrollWidth!=t.offsetWidth&amp;&amp;"visible"!=$(t).css("overflowX")&amp;&amp;(e.visible=e.right&gt;t.scrollLeft&amp;&amp;e.left&lt;t.scrollLeft+t.clientWidth),e.left-=t.scrollLeft,e.top-=t.scrollTop,t===i&amp;&amp;(e.left+=t.offsetLeft,e.top+=t.offsetTop,i=t.offsetParent),e.bottom=e.top+e.height,e.right=e.left+e.width;return e}function getActiveCellPosition(){return absBox(activeCellNode)}function getGridPosition(){return absBox($container[0])}function handleActiveCellPositionChange(){if(activeCellNode&amp;&amp;(trigger(self.onActiveCellPositionChanged,{}),currentEditor)){var t=getActiveCellPosition();currentEditor.show&amp;&amp;currentEditor.hide&amp;&amp;(t.visible?currentEditor.show():currentEditor.hide()),currentEditor.position&amp;&amp;currentEditor.position(t)}}function getCellEditor(){return currentEditor}function getActiveCell(){return activeCellNode?{row:activeRow,cell:activeCell}:null}function getActiveCellNode(){return activeCellNode}function scrollRowIntoView(t,e){var i=t*options.rowHeight,n=(t+1)*options.rowHeight-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0);(t+1)*options.rowHeight&gt;scrollTop+viewportH+offset?(scrollTo(e?i:n),render()):t*options.rowHeight&lt;scrollTop+offset&amp;&amp;(scrollTo(e?n:i),render())}function scrollRowToTop(t){scrollTo(t*options.rowHeight),render()}function scrollPage(t){var e=t*numVisibleRows;if(scrollTo((getRowFromPosition(scrollTop)+e)*options.rowHeight),render(),options.enableCellNavigation&amp;&amp;null!=activeRow){var i=activeRow+e,n=getDataLengthIncludingAddNew();i&gt;=n&amp;&amp;(i=n-1),0&gt;i&amp;&amp;(i=0);for(var r=0,s=null,o=activePosX;activePosX&gt;=r;)canCellBeActive(i,r)&amp;&amp;(s=r),r+=getColspan(i,r);null!==s?(setActiveCellInternal(getCellNode(i,s)),activePosX=o):resetActiveCell()}}function navigatePageDown(){scrollPage(1)}function navigatePageUp(){scrollPage(-1)}function getColspan(t,e){var i=data.getItemMetadata&amp;&amp;data.getItemMetadata(t);if(!i||!i.columns)return 1;var n=i.columns[columns[e].id]||i.columns[e],r=n&amp;&amp;n.colspan;return r="*"===r?columns.length-e:r||1}function findFirstFocusableCell(t){for(var e=0;e&lt;columns.length;){if(canCellBeActive(t,e))return e;e+=getColspan(t,e)}return null}function findLastFocusableCell(t){for(var 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') 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.bk-fa-rotate-180,:root .bk-fa-rotate-270,:root .bk-fa-flip-horizontal,:root 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* Released under the MIT license.
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* jQuery UI Dialog 1.11.2
* http://jqueryui.com
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* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/dialog/#theming
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* http://jqueryui.com
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* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
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* jQuery UI Menu 1.11.2
* http://jqueryui.com
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* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/menu/#theming
*/.bk-ui-menu{list-style:none;padding:0;margin:0;display:block;outline:0}.bk-ui-menu .bk-ui-menu{position:absolute}.bk-ui-menu .bk-ui-menu-item{position:relative;margin:0;padding:3px 1em 3px .4em;cursor:pointer;min-height:0;list-style-image:url("data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7")}.bk-ui-menu .bk-ui-menu-divider{margin:5px 0;height:0;font-size:0;line-height:0;border-width:1px 0 0 0}.bk-ui-menu .bk-ui-state-focus,.bk-ui-menu .bk-ui-state-active{margin:-1px}.bk-ui-menu-icons{position:relative}.bk-ui-menu-icons .bk-ui-menu-item{padding-left:2em}.bk-ui-menu .bk-ui-icon{position:absolute;top:0;bottom:0;left:.2em;margin:auto 0}.bk-ui-menu .bk-ui-menu-icon{left:auto;right:0}/*!
* jQuery UI Progressbar 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/progressbar/#theming
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* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*/.bk-ui-resizable{position:relative}.bk-ui-resizable-handle{position:absolute;font-size:.1px;display:block;-ms-touch-action:none;touch-action:none}.bk-ui-resizable-disabled .bk-ui-resizable-handle,.bk-ui-resizable-autohide .bk-ui-resizable-handle{display:none}.bk-ui-resizable-n{cursor:n-resize;height:7px;width:100%;top:-5px;left:0}.bk-ui-resizable-s{cursor:s-resize;height:7px;width:100%;bottom:-5px;left:0}.bk-ui-resizable-e{cursor:e-resize;width:7px;right:-5px;top:0;height:100%}.bk-ui-resizable-w{cursor:w-resize;width:7px;left:-5px;top:0;height:100%}.bk-ui-resizable-se{cursor:se-resize;width:12px;height:12px;right:1px;bottom:1px}.bk-ui-resizable-sw{cursor:sw-resize;width:9px;height:9px;left:-5px;bottom:-5px}.bk-ui-resizable-nw{cursor:nw-resize;width:9px;height:9px;left:-5px;top:-5px}.bk-ui-resizable-ne{cursor:ne-resize;width:9px;height:9px;right:-5px;top:-5px}/*!
* jQuery UI Selectable 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
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* jQuery UI Selectmenu 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/selectmenu/#theming
*/.bk-ui-selectmenu-menu{padding:0;margin:0;position:absolute;top:0;left:0;display:none}.bk-ui-selectmenu-menu .bk-ui-menu{overflow:auto;overflow-x:hidden;padding-bottom:1px}.bk-ui-selectmenu-menu .bk-ui-menu .bk-ui-selectmenu-optgroup{font-size:1em;font-weight:bold;line-height:1.5;padding:2px .4em;margin:.5em 0 0 0;height:auto;border:0}.bk-ui-selectmenu-open{display:block}.bk-ui-selectmenu-button{display:inline-block;overflow:hidden;position:relative;text-decoration:none;cursor:pointer}.bk-ui-selectmenu-button span.bk-ui-icon{right:.5em;left:auto;margin-top:-8px;position:absolute;top:50%}.bk-ui-selectmenu-button span.bk-ui-selectmenu-text{text-align:left;padding:.4em 2.1em .4em 1em;display:block;line-height:1.4;overflow:hidden;text-overflow:ellipsis;white-space:nowrap}/*!
* jQuery UI Sortable 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*/.bk-ui-sortable-handle{-ms-touch-action:none;touch-action:none}/*!
* jQuery UI Slider 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/slider/#theming
*/.bk-ui-slider{position:relative;text-align:left}.bk-ui-slider .bk-ui-slider-handle{position:absolute;z-index:2;width:1.2em;height:1.2em;cursor:default;-ms-touch-action:none;touch-action:none}.bk-ui-slider .bk-ui-slider-range{position:absolute;z-index:1;font-size:.7em;display:block;border:0;background-position:0 0}.bk-ui-slider.bk-ui-state-disabled .bk-ui-slider-handle,.bk-ui-slider.bk-ui-state-disabled .bk-ui-slider-range{filter:inherit}.bk-ui-slider-horizontal{height:.8em}.bk-ui-slider-horizontal .bk-ui-slider-handle{top:-.3em;margin-left:-.6em}.bk-ui-slider-horizontal .bk-ui-slider-range{top:0;height:100%}.bk-ui-slider-horizontal .bk-ui-slider-range-min{left:0}.bk-ui-slider-horizontal .bk-ui-slider-range-max{right:0}.bk-ui-slider-vertical{width:.8em;height:100px}.bk-ui-slider-vertical .bk-ui-slider-handle{left:-.3em;margin-left:0;margin-bottom:-.6em}.bk-ui-slider-vertical .bk-ui-slider-range{left:0;width:100%}.bk-ui-slider-vertical .bk-ui-slider-range-min{bottom:0}.bk-ui-slider-vertical .bk-ui-slider-range-max{top:0}/*!
* jQuery UI Spinner 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/spinner/#theming
*/.bk-ui-spinner{position:relative;display:inline-block;overflow:hidden;padding:0;vertical-align:middle}.bk-ui-spinner-input{border:0;background:0;color:inherit;padding:0;margin:.2em 0;vertical-align:middle;margin-left:.4em;margin-right:22px}.bk-ui-spinner-button{width:16px;height:50%;font-size:.5em;padding:0;margin:0;text-align:center;position:absolute;cursor:default;display:block;overflow:hidden;right:0}.bk-ui-spinner a.bk-ui-spinner-button{border-top:0;border-bottom:0;border-right:0}.bk-ui-spinner .bk-ui-icon{position:absolute;margin-top:-8px;top:50%;left:0}.bk-ui-spinner-up{top:0}.bk-ui-spinner-down{bottom:0}.bk-ui-spinner .bk-ui-icon-triangle-1-s{background-position:-65px -16px}/*!
* jQuery UI Tabs 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/tabs/#theming
*/.bk-ui-tabs{position:relative;padding:.2em}.bk-ui-tabs .bk-ui-tabs-nav{margin:0;padding:.2em .2em 0}.bk-ui-tabs .bk-ui-tabs-nav li{list-style:none;float:left;position:relative;top:0;margin:1px .2em 0 0;border-bottom-width:0;padding:0;white-space:nowrap}.bk-ui-tabs .bk-ui-tabs-nav .bk-ui-tabs-anchor{float:left;padding:.5em 1em;text-decoration:none}.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-tabs-active{margin-bottom:-1px;padding-bottom:1px}.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-tabs-active .bk-ui-tabs-anchor,.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-state-disabled .bk-ui-tabs-anchor,.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-tabs-loading .bk-ui-tabs-anchor{cursor:text}.bk-ui-tabs-collapsible .bk-ui-tabs-nav li.bk-ui-tabs-active .bk-ui-tabs-anchor{cursor:pointer}.bk-ui-tabs .bk-ui-tabs-panel{display:block;border-width:0;padding:1em 1.4em;background:0}/*!
* jQuery UI Tooltip 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/tooltip/#theming
*/.bk-ui-tooltip{padding:8px;position:absolute;z-index:9999;max-width:300px;-webkit-box-shadow:0 0 5px #aaa;box-shadow:0 0 5px #aaa}body .bk-ui-tooltip{border-width:2px}/*!
* jQuery UI CSS Framework 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/category/theming/
*
* To view and modify this theme, visit http://jqueryui.com/themeroller/
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.bk-slick-pager-settings a{padding:2px;text-decoration:underline;cursor:pointer}.bk-ui-rangeSlider{height:22px}.bk-ui-rangeSlider .bk-ui-rangeSlider-innerBar{height:16px;margin:3px 6px;background:#DDD}.bk-ui-rangeSlider .bk-ui-rangeSlider-handle{width:6px;height:22px;background:#AAA;background:rgba(100,100,100,0.3);cursor:col-resize}.bk-ui-rangeSlider .bk-ui-rangeSlider-bar{margin:1px 0;background:#CCC;background:rgba(100,100,150,0.2);height:20px;cursor:move;cursor:grab;cursor:-moz-grab}.bk-ui-rangeSlider .bk-ui-rangeSlider-bar.bk-ui-draggable-dragging{cursor:-moz-grabbing;cursor:grabbing}.bk-ui-rangeSlider-arrow{height:16px;margin:2px 0;width:16px;background-repeat:no-repeat}.bk-ui-rangeSlider-arrow.bk-ui-rangeSlider-leftArrow{background-image:url('icons-classic/resultset_previous.png');background-position:center left}.bk-ui-rangeSlider-arrow.bk-ui-rangeSlider-rightArrow{background-image:url('icons-classic/resultset_next.png');background-position:center 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&lt;p&gt;After taking some time to explore how the weather in North Carolina stacked up over the past years, I was interested in doing the same analysis for other cities. Growing up with family from Binghamton, NY I was always told it was very cloudy there. And Seattle has a nasty reputation for being very depressing and cloudy. All said, the cities I want to examine are:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Binghamton, NY&lt;/li&gt;
&lt;li&gt;Cary, NC&lt;/li&gt;
&lt;li&gt;Seattle, WA&lt;/li&gt;
&lt;li&gt;New York City, NY&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;I'd be interested to try this analysis worldwide at some point - comparing London and Seattle might be an interesting analysis. For now though, we'll stick with trying out the US data.&lt;/p&gt;
&lt;p&gt;There will be plenty of charts. I want to know: &lt;strong&gt;How has average cloud cover and precipitation chance changed over the years for each city mentioned?&lt;/strong&gt; This will hopefully tell us whether Seattle has actually earned its reputation for being a depressing city.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;city_forecasts&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pickle&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;load&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;city_forecasts.p&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;rb&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;forecasts_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city_forecasts&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[3]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;cities&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;binghamton&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;cary&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;nyc&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;seattle&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;city_colors&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;cities&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]:&lt;/span&gt; &lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;)}&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;safe_cover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;cloudCover&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;cloudCover&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;monthly_avg_cloudcover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatetimeIndex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;D&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;closed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;left&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;safe_cover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forecasts_df&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;currently&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;cloud_cover_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="c"&gt;# Ignore an issue with nanmean having all NaN values. We&amp;#39;ll discuss the data issues below.&lt;/span&gt;
&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;warnings&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;catch_warnings&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="n"&gt;warnings&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;simplefilter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;ignore&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;nanmean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_samples&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[4]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;years&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;city_avg_cc&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;monthly_avg_cloudcover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;months&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;July&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;August&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;8&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;September&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;October&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;10&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;November&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month_id&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;month_averages&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;city_avg_cc&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month_id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;city&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;cities&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;{} Average Cloud Cover&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;y_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Cloud Cover Percentage&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;city&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;cities&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;month_averages&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;]],&lt;/span&gt;
&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;city_colors&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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Bokeh.load_models(all_models);
var plots = [{'modeltype': 'Plot', 'elementid': 'f8ff6948-64af-4dba-b9b1-e921a9369fa6', 'modelid': 'b1957c21-6e06-4789-ba73-3c3bd181a307'}];
for (idx in plots) {
var plot = plots[idx];
var model = Bokeh.Collections(plot.modeltype).get(plot.modelid);
Bokeh.logger.info('Realizing plot:')
Bokeh.logger.info(' - modeltype: ' + plot.modeltype);
Bokeh.logger.info(' - modelid: ' + plot.modelid);
Bokeh.logger.info(' - elementid: ' + plot.elementid);
var view = new model.default_view({
model: model,
el: '#' + plot.elementid
});
Bokeh.index[plot.modelid] = view;
}
});
&lt;/script&gt;
&lt;div class="plotdiv" id="f8ff6948-64af-4dba-b9b1-e921a9369fa6"&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_html rendered_html output_subarea "&gt;
&lt;script type="text/javascript"&gt;
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Bokeh.load_models(all_models);
var plots = [{'modeltype': 'Plot', 'elementid': '9a405ee2-f650-4c4e-ac2b-b1b1b94d78d7', 'modelid': '59bce0b0-9352-47c4-b086-0d6cf947e66b'}];
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Bokeh.logger.info(' - modelid: ' + plot.modelid);
Bokeh.logger.info(' - elementid: ' + plot.elementid);
var view = new model.default_view({
model: model,
el: '#' + plot.elementid
});
Bokeh.index[plot.modelid] = view;
}
});
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&lt;div class="output_html rendered_html output_subarea "&gt;
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Bokeh.load_models(all_models);
var plots = [{'modeltype': 'Plot', 'elementid': '8b963c2b-3eb1-4b73-baf5-51cc6b77adc9', 'modelid': 'd7f176e0-e632-41b4-8afd-2fa738e2632e'}];
for (idx in plots) {
var plot = plots[idx];
var model = Bokeh.Collections(plot.modeltype).get(plot.modelid);
Bokeh.logger.info('Realizing plot:')
Bokeh.logger.info(' - modeltype: ' + plot.modeltype);
Bokeh.logger.info(' - modelid: ' + plot.modelid);
Bokeh.logger.info(' - elementid: ' + plot.elementid);
var view = new model.default_view({
model: model,
el: '#' + plot.elementid
});
Bokeh.index[plot.modelid] = view;
}
});
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&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_html rendered_html output_subarea "&gt;
&lt;script type="text/javascript"&gt;
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Bokeh.load_models(all_models);
var plots = [{'modeltype': 'Plot', 'elementid': 'd6cf7ff5-8ad9-4bb0-bfc0-cbf365fd43e0', 'modelid': '6e2229f4-5116-426d-b2dd-779a826fc4bd'}];
for (idx in plots) {
var plot = plots[idx];
var model = Bokeh.Collections(plot.modeltype).get(plot.modelid);
Bokeh.logger.info('Realizing plot:')
Bokeh.logger.info(' - modeltype: ' + plot.modeltype);
Bokeh.logger.info(' - modelid: ' + plot.modelid);
Bokeh.logger.info(' - elementid: ' + plot.elementid);
var view = new model.default_view({
model: model,
el: '#' + plot.elementid
});
Bokeh.index[plot.modelid] = view;
}
});
&lt;/script&gt;
&lt;div class="plotdiv" id="d6cf7ff5-8ad9-4bb0-bfc0-cbf365fd43e0"&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;p&gt;Well, as it so happens it looks like there are some data issues. July's data is a bit sporadic, and 2013 seems to be missing from most months as well. I think really only two things can really be confirmed here:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Seattle, specifically for the months of October and November, is in fact significantly more cloudy on average than are other cities&lt;/li&gt;
&lt;li&gt;All cities surveyed have seen average cloud cover decline over the months studied. There are data issues, but the trend seems clear.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Let's now move from cloud cover data to looking at average rainfall chance.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[5]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;safe_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;precipProbability&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;precipProbability&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;monthly_avg_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatetimeIndex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;D&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;closed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;left&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;precip_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;safe_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forecasts_df&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;currently&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;precip_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;precip_vals&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="c"&gt;# Ignore an issue with nanmean having all NaN values. We&amp;#39;ll discuss the data issues below.&lt;/span&gt;
&lt;span class="k"&gt;with&lt;/span&gt; &lt;span class="n"&gt;warnings&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;catch_warnings&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="n"&gt;warnings&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;simplefilter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;ignore&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;nanmean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;precip_vals&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;precip_samples&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;city_avg_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;monthly_avg_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month_id&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;month_averages&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;city_avg_cc&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month_id&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;city&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;cities&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;{} Average Precipitation Chance&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;y_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Precipitation Chance Percentage&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;city&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;cities&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;month_averages&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;]],&lt;/span&gt;
&lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;city_colors&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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Bokeh.logger.info(' - elementid: ' + plot.elementid);
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&lt;p&gt;The same data issue caveats apply here: 2013 seems to be missing some data, and July has some issues as well. However, this seems to confirm the trends we saw with cloud cover:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Seattle, specifically for the months of August, October, and November has had a consistently higher chance of rain than other cities surveyed.&lt;/li&gt;
&lt;li&gt;Average precipitation chance, just like average cloud cover, has been trending down over time.&lt;/li&gt;
&lt;/ul&gt;
&lt;h1 id="Conclusion"&gt;Conclusion&lt;a class="anchor-link" href="#Conclusion"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;I have to admit I was a bit surprised after doing this analysis. Seattle showed a higher average cloud cover and average precipitation chance than did the other cities surveyed. Maybe Seattle is actually an objectively more depressing city to live in.&lt;/p&gt;
&lt;p&gt;Well that's all for weather data at the moment. It's been a great experiment, but I think this is about as far as I'll be able to get with weather data without some domain knowledge. Talk again soon!&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="weather"></category><category term="data science"></category></entry><entry><title>Complaining about the Weather</title><link href="https://bspeice.github.io/complaining-about-the-weather.html" rel="alternate"></link><updated>2016-01-01T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2016-01-01:complaining-about-the-weather.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;bokeh.plotting&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;output_notebook&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;show&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;bokeh.palettes&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;PuBuGn9&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;Palette&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pickle&lt;/span&gt;
&lt;span class="n"&gt;output_notebook&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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cker":212,"./ticking/composite_ticker":213,"./ticking/datetime_tick_formatter":214,"./ticking/datetime_ticker":215,"./ticking/days_ticker":216,"./ticking/log_tick_formatter":218,"./ticking/log_ticker":219,"./ticking/months_ticker":220,"./ticking/single_interval_ticker":223,"./ticking/years_ticker":225,"./tool/actions/action_tool":226,"./tool/actions/help_tool":227,"./tool/actions/preview_save_tool":228,"./tool/actions/reset_tool":230,"./tool/gestures/box_select_tool":233,"./tool/gestures/box_zoom_tool":234,"./tool/gestures/lasso_select_tool":236,"./tool/gestures/pan_tool":237,"./tool/gestures/poly_select_tool":238,"./tool/gestures/resize_tool":239,"./tool/gestures/select_tool":240,"./tool/gestures/tap_tool":241,"./tool/gestures/wheel_zoom_tool":242,"./tool/inspectors/crosshair_tool":243,"./tool/inspectors/hover_tool":244,"./tool/inspectors/inspect_tool":245,"./widget/hbox":267,"./widget/text_input":288,"./widget/vbox":291,backbone:2,jquery:18,"jquery-ui":11,underscore:92}],2:[function(t,e,i){!function(e,n){if("function"==typeof 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$t={touchstart:Ct,touchmove:Dt,touchend:Tt,touchcancel:St},Ut="touchstart",Gt="touchstart touchmove touchend touchcancel";h(B,C,{handler:function(t){var e=$t[t.type];if(e===Ct&amp;&amp;(this.started=!0),this.started){var i=W.call(this,t,e);e&amp;(Tt|St)&amp;&amp;i[0].length-i[1].length===0&amp;&amp;(this.started=!1),this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:bt,srcEvent:t})}}});var Xt={touchstart:Ct,touchmove:Dt,touchend:Tt,touchcancel:St},Zt="touchstart touchmove touchend touchcancel";h(q,C,{handler:function(t){var e=Xt[t.type],i=Y.call(this,t,e);i&amp;&amp;this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:bt,srcEvent:t})}}),h(V,C,{handler:function(t,e,i){var n=i.pointerType==bt,r=i.pointerType==xt;if(n)this.mouse.allow=!1;else if(r&amp;&amp;!this.mouse.allow)return;e&amp;(Tt|St)&amp;&amp;(this.mouse.allow=!0),this.callback(t,e,i)},destroy:function(){this.touch.destroy(),this.mouse.destroy()}});var Jt=x(ht.style,"touchAction"),Qt=Jt!==r,Kt="compute",te="auto",ee="manipulation",ie="none",ne="pan-x",re="pan-y";$.prototype={set:function(t){t==Kt&amp;&amp;(t=this.compute()),Qt&amp;&amp;(this.manager.element.style[Jt]=t),this.actions=t.toLowerCase().trim()},update:function(){this.set(this.manager.options.touchAction)},compute:function(){var t=[];return a(this.manager.recognizers,function(e){p(e.options.enable,[e])&amp;&amp;(t=t.concat(e.getTouchAction()))}),U(t.join(" "))},preventDefaults:function(t){if(!Qt){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)return void e.preventDefault();var n=this.actions,r=_(n,ie),s=_(n,re),o=_(n,ne);return r||s&amp;&amp;i&amp;Rt||o&amp;&amp;i&amp;zt?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var se=1,oe=2,ae=4,le=8,ue=le,he=16,ce=32;G.prototype={defaults:{},set:function(t){return l(this.options,t),this.manager&amp;&amp;this.manager.touchAction.update(),this},recognizeWith:function(t){if(o(t,"recognizeWith",this))return this;var e=this.simultaneous;return t=J(t,this),e[t.id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return o(t,"dropRecognizeWith",this)?this:(t=J(t,this),delete this.simultaneous[t.id],this)},requireFailure:function(t){if(o(t,"requireFailure",this))return this;var e=this.requireFail;return t=J(t,this),-1===y(e,t)&amp;&amp;(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(o(t,"dropRequireFailure",this))return this;t=J(t,this);var e=y(this.requireFail,t);return e&gt;-1&amp;&amp;this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length&gt;0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){function e(e){i.manager.emit(i.options.event+(e?X(n):""),t)}var i=this,n=this.state;le&gt;n&amp;&amp;e(!0),e(),n&gt;=le&amp;&amp;e(!0)},tryEmit:function(t){return this.canEmit()?this.emit(t):void(this.state=ce)},canEmit:function(){for(var t=0;t&lt;this.requireFail.length;){if(!(this.requireFail[t].state&amp;(ce|se)))return!1;t++}return!0},recognize:function(t){var e=l({},t);return p(this.options.enable,[this,e])?(this.state&amp;(ue|he|ce)&amp;&amp;(this.state=se),this.state=this.process(e),void(this.state&amp;(oe|ae|le|he)&amp;&amp;this.tryEmit(e))):(this.reset(),void(this.state=ce))},process:function(t){},getTouchAction:function(){},reset:function(){}},h(Q,G,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=e&amp;(oe|ae),r=this.attrTest(t);return n&amp;&amp;(i&amp;St||!r)?e|he:n||r?i&amp;Tt?e|le:e&amp;oe?e|ae:oe:ce}}),h(K,Q,{defaults:{event:"pan",threshold:10,pointers:1,direction:jt},getTouchAction:function(){var t=this.options.direction,e=[];return t&amp;Rt&amp;&amp;e.push(re),t&amp;zt&amp;&amp;e.push(ne),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&amp;e.direction||(e.direction&amp;Rt?(r=0===s?At:0&gt;s?Pt:Et,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?At:0&gt;o?It:Nt,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&amp;&amp;n&gt;e.threshold&amp;&amp;r&amp;e.direction},attrTest:function(t){return Q.prototype.attrTest.call(this,t)&amp;&amp;(this.state&amp;oe||!(this.state&amp;oe)&amp;&amp;this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=Z(t.direction);e&amp;&amp;this.manager.emit(this.options.event+e,t),this._super.emit.call(this,t)}}),h(tt,Q,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[ie]},attrTest:function(t){return this._super.attrTest.call(this,t)&amp;&amp;(Math.abs(t.scale-1)&gt;this.options.threshold||this.state&amp;oe)},emit:function(t){if(this._super.emit.call(this,t),1!==t.scale){var e=t.scale&lt;1?"in":"out";this.manager.emit(this.options.event+e,t)}}}),h(et,G,{defaults:{event:"press",pointers:1,time:500,threshold:5},getTouchAction:function(){return[te]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance&lt;e.threshold,r=t.deltaTime&gt;e.time;if(this._input=t,!n||!i||t.eventType&amp;(Tt|St)&amp;&amp;!r)this.reset();else if(t.eventType&amp;Ct)this.reset(),this._timer=s(function(){this.state=ue,this.tryEmit()},e.time,this);else if(t.eventType&amp;Tt)return ue;return ce},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===ue&amp;&amp;(t&amp;&amp;t.eventType&amp;Tt?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=ft(),this.manager.emit(this.options.event,this._input)))}}),h(it,Q,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[ie]},attrTest:function(t){return this._super.attrTest.call(this,t)&amp;&amp;(Math.abs(t.rotation)&gt;this.options.threshold||this.state&amp;oe)}}),h(nt,Q,{defaults:{event:"swipe",threshold:10,velocity:.65,direction:Rt|zt,pointers:1},getTouchAction:function(){return K.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return i&amp;(Rt|zt)?e=t.velocity:i&amp;Rt?e=t.velocityX:i&amp;zt&amp;&amp;(e=t.velocityY),this._super.attrTest.call(this,t)&amp;&amp;i&amp;t.direction&amp;&amp;t.distance&gt;this.options.threshold&amp;&amp;dt(e)&gt;this.options.velocity&amp;&amp;t.eventType&amp;Tt},emit:function(t){var e=Z(t.direction);e&amp;&amp;this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),h(rt,G,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:2,posThreshold:10},getTouchAction:function(){return[ee]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance&lt;e.threshold,r=t.deltaTime&lt;e.time;if(this.reset(),t.eventType&amp;Ct&amp;&amp;0===this.count)return this.failTimeout();if(n&amp;&amp;r&amp;&amp;i){if(t.eventType!=Tt)return this.failTimeout();var o=this.pTime?t.timeStamp-this.pTime&lt;e.interval:!0,a=!this.pCenter||z(this.pCenter,t.center)&lt;e.posThreshold;this.pTime=t.timeStamp,this.pCenter=t.center,a&amp;&amp;o?this.count+=1:this.count=1,this._input=t;var l=this.count%e.taps;if(0===l)return this.hasRequireFailures()?(this._timer=s(function(){this.state=ue,this.tryEmit()},e.interval,this),oe):ue}return ce},failTimeout:function(){return this._timer=s(function(){this.state=ce},this.options.interval,this),ce},reset:function(){clearTimeout(this._timer)},emit:function(){this.state==ue&amp;&amp;(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),st.VERSION="2.0.4",st.defaults={domEvents:!1,touchAction:Kt,enable:!0,inputTarget:null,inputClass:null,preset:[[it,{enable:!1}],[tt,{enable:!1},["rotate"]],[nt,{direction:Rt}],[K,{direction:Rt},["swipe"]],[rt],[rt,{event:"doubletap",taps:2},["tap"]],[et]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};var pe=1,de=2;ot.prototype={set:function(t){return l(this.options,t),t.touchAction&amp;&amp;this.touchAction.update(),t.inputTarget&amp;&amp;(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?de:pe},recognize:function(t){var e=this.session;if(!e.stopped){this.touchAction.preventDefaults(t);var i,n=this.recognizers,r=e.curRecognizer;(!r||r&amp;&amp;r.state&amp;ue)&amp;&amp;(r=e.curRecognizer=null);for(var s=0;s&lt;n.length;)i=n[s],e.stopped===de||r&amp;&amp;i!=r&amp;&amp;!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&amp;&amp;i.state&amp;(oe|ae|le)&amp;&amp;(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof G)return t;for(var e=this.recognizers,i=0;i&lt;e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(o(t,"add",this))return this;var e=this.get(t.options.event);return e&amp;&amp;this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(o(t,"remove",this))return this;var e=this.recognizers;return t=this.get(t),e.splice(y(e,t),1),this.touchAction.update(),this},on:function(t,e){var i=this.handlers;return a(v(t),function(t){i[t]=i[t]||[],i[t].push(e)}),this},off:function(t,e){var i=this.handlers;return a(v(t),function(t){e?i[t].splice(y(i[t],e),1):delete i[t]}),this},emit:function(t,e){this.options.domEvents&amp;&amp;lt(t,e);var i=this.handlers[t]&amp;&amp;this.handlers[t].slice();if(i&amp;&amp;i.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var n=0;n&lt;i.length;)i[n](e),n++}},destroy:function(){this.element&amp;&amp;at(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},l(st,{INPUT_START:Ct,INPUT_MOVE:Dt,INPUT_END:Tt,INPUT_CANCEL:St,STATE_POSSIBLE:se,STATE_BEGAN:oe,STATE_CHANGED:ae,STATE_ENDED:le,STATE_RECOGNIZED:ue,STATE_CANCELLED:he,STATE_FAILED:ce,DIRECTION_NONE:At,DIRECTION_LEFT:Pt,DIRECTION_RIGHT:Et,DIRECTION_UP:It,DIRECTION_DOWN:Nt,DIRECTION_HORIZONTAL:Rt,DIRECTION_VERTICAL:zt,DIRECTION_ALL:jt,Manager:ot,Input:C,TouchAction:$,TouchInput:q,MouseInput:L,PointerEventInput:H,TouchMouseInput:V,SingleTouchInput:B,Recognizer:G,AttrRecognizer:Q,Tap:rt,Pan:K,Swipe:nt,Pinch:tt,Rotate:it,Press:et,on:f,off:g,each:a,merge:u,extend:l,inherit:h,bindFn:c,prefixed:x}),typeof define==ct&amp;&amp;define.amd?define(function(){return st}):"undefined"!=typeof e&amp;&amp;e.exports?e.exports=st:t[n]=st}(window,document,"Hammer")},{}],4:[function(t,e,i){!function(t){"function"==typeof define&amp;&amp;define.amd?define(["jquery"],t):"object"==typeof i?e.exports=t:t(jQuery)}(function(t){function e(e){var o=e||window.event,a=l.call(arguments,1),u=0,c=0,p=0,d=0,f=0,g=0;if(e=t.event.fix(o),e.type="mousewheel","detail"in o&amp;&amp;(p=-1*o.detail),"wheelDelta"in o&amp;&amp;(p=o.wheelDelta),"wheelDeltaY"in o&amp;&amp;(p=o.wheelDeltaY),"wheelDeltaX"in o&amp;&amp;(c=-1*o.wheelDeltaX),"axis"in o&amp;&amp;o.axis===o.HORIZONTAL_AXIS&amp;&amp;(c=-1*p,p=0),u=0===p?c:p,"deltaY"in o&amp;&amp;(p=-1*o.deltaY,u=p),"deltaX"in o&amp;&amp;(c=o.deltaX,0===p&amp;&amp;(u=-1*c)),0!==p||0!==c){if(1===o.deltaMode){var m=t.data(this,"mousewheel-line-height");u*=m,p*=m,c*=m}else if(2===o.deltaMode){var _=t.data(this,"mousewheel-page-height");u*=_,p*=_,c*=_}if(d=Math.max(Math.abs(p),Math.abs(c)),(!s||s&gt;d)&amp;&amp;(s=d,n(o,d)&amp;&amp;(s/=40)),n(o,d)&amp;&amp;(u/=40,c/=40,p/=40),u=Math[u&gt;=1?"floor":"ceil"](u/s),c=Math[c&gt;=1?"floor":"ceil"](c/s),p=Math[p&gt;=1?"floor":"ceil"](p/s),h.settings.normalizeOffset&amp;&amp;this.getBoundingClientRect){var v=this.getBoundingClientRect();f=e.clientX-v.left,g=e.clientY-v.top}return e.deltaX=c,e.deltaY=p,e.deltaFactor=s,e.offsetX=f,e.offsetY=g,e.deltaMode=0,a.unshift(e,u,c,p),r&amp;&amp;clearTimeout(r),r=setTimeout(i,200),(t.event.dispatch||t.event.handle).apply(this,a)}}function i(){s=null}function n(t,e){return h.settings.adjustOldDeltas&amp;&amp;"mousewheel"===t.type&amp;&amp;e%120===0}var r,s,o=["wheel","mousewheel","DOMMouseScroll","MozMousePixelScroll"],a="onwheel"in document||document.documentMode&gt;=9?["wheel"]:["mousewheel","DomMouseScroll","MozMousePixelScroll"],l=Array.prototype.slice;if(t.event.fixHooks)for(var u=o.length;u;)t.event.fixHooks[o[--u]]=t.event.mouseHooks;var h=t.event.special.mousewheel={version:"3.1.12",setup:function(){if(this.addEventListener)for(var i=a.length;i;)this.addEventListener(a[--i],e,!1);else this.onmousewheel=e;t.data(this,"mousewheel-line-height",h.getLineHeight(this)),t.data(this,"mousewheel-page-height",h.getPageHeight(this))},teardown:function(){if(this.removeEventListener)for(var i=a.length;i;)this.removeEventListener(a[--i],e,!1);else this.onmousewheel=null;t.removeData(this,"mousewheel-line-height"),t.removeData(this,"mousewheel-page-height")},getLineHeight:function(e){var i=t(e),n=i["offsetParent"in t.fn?"offsetParent":"parent"]();return n.length||(n=t("body")),parseInt(n.css("fontSize"),10)||parseInt(i.css("fontSize"),10)||16},getPageHeight:function(e){return t(e).height()},settings:{adjustOldDeltas:!0,normalizeOffset:!0}};t.fn.extend({mousewheel:function(t){return t?this.bind("mousewheel",t):this.trigger("mousewheel")},unmousewheel:function(t){return this.unbind("mousewheel",t)}})})},{}],5:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),t("./position"),t("./menu"),function(t,e){t.widget("ui.autocomplete",{version:"1.10.4",defaultElement:"&lt;input&gt;",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var e,i,n,r=this.element[0].nodeName.toLowerCase(),s="textarea"===r,o="input"===r;this.isMultiLine=s?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[s||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(r){if(this.element.prop("readOnly"))return e=!0,n=!0,void(i=!0);e=!1,n=!1,i=!1;var s=t.ui.keyCode;switch(r.keyCode){case s.PAGE_UP:e=!0,this._move("previousPage",r);break;case s.PAGE_DOWN:e=!0,this._move("nextPage",r);break;case s.UP:e=!0,this._keyEvent("previous",r);break;case s.DOWN:e=!0,this._keyEvent("next",r);break;case s.ENTER:case s.NUMPAD_ENTER:this.menu.active&amp;&amp;(e=!0,r.preventDefault(),this.menu.select(r));break;case s.TAB:this.menu.active&amp;&amp;this.menu.select(r);break;case s.ESCAPE:this.menu.element.is(":visible")&amp;&amp;(this._value(this.term),this.close(r),r.preventDefault());break;default:i=!0,this._searchTimeout(r)}},keypress:function(n){if(e)return e=!1,void((!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;n.preventDefault());if(!i){var r=t.ui.keyCode;switch(n.keyCode){case r.PAGE_UP:this._move("previousPage",n);break;case r.PAGE_DOWN:this._move("nextPage",n);break;case r.UP:this._keyEvent("previous",n);break;case r.DOWN:this._keyEvent("next",n)}}},input:function(t){return n?(n=!1,void t.preventDefault()):void this._searchTimeout(t)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(clearTimeout(this.searching),this.close(t),void this._change(t))}}),this._initSource(),this.menu=t("&lt;ul&gt;").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().data("ui-menu"),this._on(this.menu.element,{mousedown:function(e){e.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];t(e.target).closest(".ui-menu-item").length||this._delay(function(){var e=this;this.document.one("mousedown",function(n){n.target===e.element[0]||n.target===i||t.contains(i,n.target)||e.close()})})},menufocus:function(e,i){if(this.isNewMenu&amp;&amp;(this.isNewMenu=!1,e.originalEvent&amp;&amp;/^mouse/.test(e.originalEvent.type)))return this.menu.blur(),void this.document.one("mousemove",function(){t(e.target).trigger(e.originalEvent)});var n=i.item.data("ui-autocomplete-item");!1!==this._trigger("focus",e,{item:n})?e.originalEvent&amp;&amp;/^key/.test(e.originalEvent.type)&amp;&amp;this._value(n.value):this.liveRegion.text(n.value)},menuselect:function(t,e){var i=e.item.data("ui-autocomplete-item"),n=this.previous;this.element[0]!==this.document[0].activeElement&amp;&amp;(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&amp;&amp;this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=t("&lt;span&gt;",{role:"status","aria-live":"polite"}).addClass("ui-helper-hidden-accessible").insertBefore(this.element),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&amp;&amp;this._initSource(),"appendTo"===t&amp;&amp;this.menu.element.appendTo(this._appendTo()),"disabled"===t&amp;&amp;e&amp;&amp;this.xhr&amp;&amp;this.xhr.abort()},_appendTo:function(){var e=this.options.appendTo;return e&amp;&amp;(e=e.jquery||e.nodeType?t(e):this.document.find(e).eq(0)),e||(e=this.element.closest(".ui-front")),e.length||(e=this.document[0].body),e},_initSource:function(){var e,i,n=this;t.isArray(this.options.source)?(e=this.options.source,this.source=function(i,n){n(t.ui.autocomplete.filter(e,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(e,r){n.xhr&amp;&amp;n.xhr.abort(),n.xhr=t.ajax({url:i,data:e,dataType:"json",success:function(t){r(t)},error:function(){r([])}})}):this.source=this.options.source},_searchTimeout:function(t){clearTimeout(this.searching),this.searching=this._delay(function(){this.term!==this._value()&amp;&amp;(this.selectedItem=null,this.search(null,t))},this.options.delay)},search:function(t,e){return t=null!=t?t:this._value(),this.term=this._value(),t.length&lt;this.options.minLength?this.close(e):this._trigger("search",e)!==!1?this._search(t):void 0},_search:function(t){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:t},this._response())},_response:function(){var e=++this.requestIndex;return t.proxy(function(t){e===this.requestIndex&amp;&amp;this.__response(t),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(t){t&amp;&amp;(t=this._normalize(t)),this._trigger("response",null,{content:t}),!this.options.disabled&amp;&amp;t&amp;&amp;t.length&amp;&amp;!this.cancelSearch?(this._suggest(t),this._trigger("open")):this._close()},close:function(t){this.cancelSearch=!0,this._close(t)},_close:function(t){this.menu.element.is(":visible")&amp;&amp;(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",t))},_change:function(t){this.previous!==this._value()&amp;&amp;this._trigger("change",t,{item:this.selectedItem})},_normalize:function(e){return e.length&amp;&amp;e[0].label&amp;&amp;e[0].value?e:t.map(e,function(e){return"string"==typeof e?{label:e,value:e}:t.extend({label:e.label||e.value,value:e.value||e.label},e)})},_suggest:function(e){var i=this.menu.element.empty();this._renderMenu(i,e),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(t.extend({of:this.element},this.options.position)),this.options.autoFocus&amp;&amp;this.menu.next()},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(e,i){var n=this;t.each(i,function(t,i){n._renderItemData(e,i)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(e,i){return t("&lt;li&gt;").append(t("&lt;a&gt;").text(i.label)).appendTo(e)},_move:function(t,e){return this.menu.element.is(":visible")?this.menu.isFirstItem()&amp;&amp;/^previous/.test(t)||this.menu.isLastItem()&amp;&amp;/^next/.test(t)?(this._value(this.term),void this.menu.blur()):void this.menu[t](e):void this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){(!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;(this._move(t,e),e.preventDefault())}}),t.extend(t.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&amp;")},filter:function(e,i){var n=new RegExp(t.ui.autocomplete.escapeRegex(i),"i");return t.grep(e,function(t){return n.test(t.label||t.value||t)})}}),t.widget("ui.autocomplete",t.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(t&gt;1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&amp;&amp;t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.text(e))}})}(n)},{"./core":7,"./menu":12,"./position":14,"./widget":17,jquery:18}],6:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),function(t,e){var i,n="ui-button ui-widget ui-state-default ui-corner-all",r="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",s=function(){var e=t(this);setTimeout(function(){e.find(":ui-button").button("refresh")},1)},o=function(e){var i=e.name,n=e.form,r=t([]);return i&amp;&amp;(i=i.replace(/'/g,"\\'"),r=n?t(n).find("[name='"+i+"']"):t("[name='"+i+"']",e.ownerDocument).filter(function(){return!this.form})),r};t.widget("ui.button",{version:"1.10.4",defaultElement:"&lt;button&gt;",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,s),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var e=this,r=this.options,a="checkbox"===this.type||"radio"===this.type,l=a?"":"ui-state-active";null===r.label&amp;&amp;(r.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(n).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){r.disabled||this===i&amp;&amp;t(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){r.disabled||t(this).removeClass(l)}).bind("click"+this.eventNamespace,function(t){r.disabled&amp;&amp;(t.preventDefault(),t.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),a&amp;&amp;this.element.bind("change"+this.eventNamespace,function(){e.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return r.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(r.disabled)return!1;t(this).addClass("ui-state-active"),e.buttonElement.attr("aria-pressed","true");var i=e.element[0];o(i).not(i).map(function(){return t(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return r.disabled?!1:(t(this).addClass("ui-state-active"),i=this,void e.document.one("mouseup",function(){i=null}))}).bind("mouseup"+this.eventNamespace,function(){return r.disabled?!1:void t(this).removeClass("ui-state-active")}).bind("keydown"+this.eventNamespace,function(e){return r.disabled?!1:void((e.keyCode===t.ui.keyCode.SPACE||e.keyCode===t.ui.keyCode.ENTER)&amp;&amp;t(this).addClass("ui-state-active"))}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){t(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&amp;&amp;this.buttonElement.keyup(function(e){e.keyCode===t.ui.keyCode.SPACE&amp;&amp;t(this).click()})),this._setOption("disabled",r.disabled),this._resetButton()},_determineButtonType:function(){var t,e,i;this.element.is("[type=checkbox]")?this.type="checkbox":this.element.is("[type=radio]")?this.type="radio":this.element.is("input")?this.type="input":this.type="button","checkbox"===this.type||"radio"===this.type?(t=this.element.parents().last(),e="label[for='"+this.element.attr("id")+"']",this.buttonElement=t.find(e),this.buttonElement.length||(t=t.length?t.siblings():this.element.siblings(),this.buttonElement=t.filter(e),this.buttonElement.length||(this.buttonElement=t.find(e))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&amp;&amp;this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(n+" ui-state-active "+r).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(t,e){return this._super(t,e),"disabled"===t?(this.element.prop("disabled",!!e),void(e&amp;&amp;this.buttonElement.removeClass("ui-state-focus"))):void this._resetButton()},refresh:function(){var e=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");e!==this.options.disabled&amp;&amp;this._setOption("disabled",e),"radio"===this.type?o(this.element[0]).each(function(){t(this).is(":checked")?t(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):t(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&amp;&amp;(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return void(this.options.label&amp;&amp;this.element.val(this.options.label));var e=this.buttonElement.removeClass(r),i=t("&lt;span&gt;&lt;/span&gt;",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(e.empty()).text(),n=this.options.icons,s=n.primary&amp;&amp;n.secondary,o=[];n.primary||n.secondary?(this.options.text&amp;&amp;o.push("ui-button-text-icon"+(s?"s":n.primary?"-primary":"-secondary")),n.primary&amp;&amp;e.prepend("&lt;span class='ui-button-icon-primary ui-icon "+n.primary+"'&gt;&lt;/span&gt;"),n.secondary&amp;&amp;e.append("&lt;span class='ui-button-icon-secondary ui-icon "+n.secondary+"'&gt;&lt;/span&gt;"),this.options.text||(o.push(s?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||e.attr("title",t.trim(i)))):o.push("ui-button-text-only"),e.addClass(o.join(" "))}}),t.widget("ui.buttonset",{version:"1.10.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(t,e){"disabled"===t&amp;&amp;this.buttons.button("option",t,e),this._super(t,e)},refresh:function(){var e="rtl"===this.element.css("direction");this.buttons=this.element.find(this.options.items).filter(":ui-button").button("refresh").end().not(":ui-button").button().end().map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(e?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(e?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}})}(n)},{"./core":7,"./widget":17,jquery:18}],7:[function(t,e,i){var n=t("jquery");!function(t,e){function i(e,i){var r,s,o,a=e.nodeName.toLowerCase();return"area"===a?(r=e.parentNode,s=r.name,e.href&amp;&amp;s&amp;&amp;"map"===r.nodeName.toLowerCase()?(o=t("img[usemap=#"+s+"]")[0],!!o&amp;&amp;n(o)):!1):(/input|select|textarea|button|object/.test(a)?!e.disabled:"a"===a?e.href||i:i)&amp;&amp;n(e)}function n(e){return t.expr.filters.visible(e)&amp;&amp;!t(e).parents().addBack().filter(function(){return"hidden"===t.css(this,"visibility")}).length}var r=0,s=/^ui-id-\d+$/;t.ui=t.ui||{},t.extend(t.ui,{version:"1.10.4",keyCode:{BACKSPACE:8,COMMA:188,DELETE:46,DOWN:40,END:35,ENTER:13,ESCAPE:27,HOME:36,LEFT:37,NUMPAD_ADD:107,NUMPAD_DECIMAL:110,NUMPAD_DIVIDE:111,NUMPAD_ENTER:108,NUMPAD_MULTIPLY:106,NUMPAD_SUBTRACT:109,PAGE_DOWN:34,PAGE_UP:33,PERIOD:190,RIGHT:39,SPACE:32,TAB:9,UP:38}}),t.fn.extend({focus:function(e){return function(i,n){return"number"==typeof i?this.each(function(){var e=this;setTimeout(function(){t(e).focus(),n&amp;&amp;n.call(e)},i)}):e.apply(this,arguments)}}(t.fn.focus),scrollParent:function(){var e;return e=t.ui.ie&amp;&amp;/(static|relative)/.test(this.css("position"))||/absolute/.test(this.css("position"))?this.parents().filter(function(){return/(relative|absolute|fixed)/.test(t.css(this,"position"))&amp;&amp;/(auto|scroll)/.test(t.css(this,"overflow")+t.css(this,"overflow-y")+t.css(this,"overflow-x"))}).eq(0):this.parents().filter(function(){return/(auto|scroll)/.test(t.css(this,"overflow")+t.css(this,"overflow-y")+t.css(this,"overflow-x"))}).eq(0),/fixed/.test(this.css("position"))||!e.length?t(document):e},zIndex:function(i){if(i!==e)return this.css("zIndex",i);if(this.length)for(var n,r,s=t(this[0]);s.length&amp;&amp;s[0]!==document;){if(n=s.css("position"),("absolute"===n||"relative"===n||"fixed"===n)&amp;&amp;(r=parseInt(s.css("zIndex"),10),!isNaN(r)&amp;&amp;0!==r))return r;s=s.parent()}return 0},uniqueId:function(){return this.each(function(){this.id||(this.id="ui-id-"+ ++r)})},removeUniqueId:function(){return this.each(function(){s.test(this.id)&amp;&amp;t(this).removeAttr("id")})}}),t.extend(t.expr[":"],{data:t.expr.createPseudo?t.expr.createPseudo(function(e){return function(i){return!!t.data(i,e)}}):function(e,i,n){return!!t.data(e,n[3])},focusable:function(e){return i(e,!isNaN(t.attr(e,"tabindex")))},tabbable:function(e){var n=t.attr(e,"tabindex"),r=isNaN(n);return(r||n&gt;=0)&amp;&amp;i(e,!r)}}),t("&lt;a&gt;").outerWidth(1).jquery||t.each(["Width","Height"],function(i,n){function r(e,i,n,r){return t.each(s,function(){i-=parseFloat(t.css(e,"padding"+this))||0,n&amp;&amp;(i-=parseFloat(t.css(e,"border"+this+"Width"))||0),r&amp;&amp;(i-=parseFloat(t.css(e,"margin"+this))||0);
}),i}var s="Width"===n?["Left","Right"]:["Top","Bottom"],o=n.toLowerCase(),a={innerWidth:t.fn.innerWidth,innerHeight:t.fn.innerHeight,outerWidth:t.fn.outerWidth,outerHeight:t.fn.outerHeight};t.fn["inner"+n]=function(i){return i===e?a["inner"+n].call(this):this.each(function(){t(this).css(o,r(this,i)+"px")})},t.fn["outer"+n]=function(e,i){return"number"!=typeof e?a["outer"+n].call(this,e):this.each(function(){t(this).css(o,r(this,e,!0,i)+"px")})}}),t.fn.addBack||(t.fn.addBack=function(t){return this.add(null==t?this.prevObject:this.prevObject.filter(t))}),t("&lt;a&gt;").data("a-b","a").removeData("a-b").data("a-b")&amp;&amp;(t.fn.removeData=function(e){return function(i){return arguments.length?e.call(this,t.camelCase(i)):e.call(this)}}(t.fn.removeData)),t.ui.ie=!!/msie [\w.]+/.exec(navigator.userAgent.toLowerCase()),t.support.selectstart="onselectstart"in document.createElement("div"),t.fn.extend({disableSelection:function(){return this.bind((t.support.selectstart?"selectstart":"mousedown")+".ui-disableSelection",function(t){t.preventDefault()})},enableSelection:function(){return this.unbind(".ui-disableSelection")}}),t.extend(t.ui,{plugin:{add:function(e,i,n){var r,s=t.ui[e].prototype;for(r in n)s.plugins[r]=s.plugins[r]||[],s.plugins[r].push([i,n[r]])},call:function(t,e,i){var n,r=t.plugins[e];if(r&amp;&amp;t.element[0].parentNode&amp;&amp;11!==t.element[0].parentNode.nodeType)for(n=0;n&lt;r.length;n++)t.options[r[n][0]]&amp;&amp;r[n][1].apply(t.element,i)}},hasScroll:function(e,i){if("hidden"===t(e).css("overflow"))return!1;var n=i&amp;&amp;"left"===i?"scrollLeft":"scrollTop",r=!1;return e[n]&gt;0?!0:(e[n]=1,r=e[n]&gt;0,e[n]=0,r)}})}(n)},{jquery:18}],8:[function(t,e,i){var n=t("jquery");t("./core"),function(t,e){function i(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:""},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},t.extend(this._defaults,this.regional[""]),this.dpDiv=n(t("&lt;div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;"))}function n(e){var i="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return e.delegate(i,"mouseout",function(){t(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).removeClass("ui-datepicker-next-hover")}).delegate(i,"mouseover",function(){t.datepicker._isDisabledDatepicker(s.inline?e.parent()[0]:s.input[0])||(t(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),t(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).addClass("ui-datepicker-next-hover"))})}function r(e,i){t.extend(e,i);for(var n in i)null==i[n]&amp;&amp;(e[n]=i[n]);return e}t.extend(t.ui,{datepicker:{version:"1.10.4"}});var s,o="datepicker";t.extend(i.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return r(this._defaults,t||{}),this},_attachDatepicker:function(e,i){var n,r,s;n=e.nodeName.toLowerCase(),r="div"===n||"span"===n,e.id||(this.uuid+=1,e.id="dp"+this.uuid),s=this._newInst(t(e),r),s.settings=t.extend({},i||{}),"input"===n?this._connectDatepicker(e,s):r&amp;&amp;this._inlineDatepicker(e,s)},_newInst:function(e,i){var r=e[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1");return{id:r,input:e,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:i,dpDiv:i?n(t("&lt;div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;")):this.dpDiv}},_connectDatepicker:function(e,i){var n=t(e);i.append=t([]),i.trigger=t([]),n.hasClass(this.markerClassName)||(this._attachments(n,i),n.addClass(this.markerClassName).keydown(this._doKeyDown).keypress(this._doKeyPress).keyup(this._doKeyUp),this._autoSize(i),t.data(e,o,i),i.settings.disabled&amp;&amp;this._disableDatepicker(e))},_attachments:function(e,i){var n,r,s,o=this._get(i,"appendText"),a=this._get(i,"isRTL");i.append&amp;&amp;i.append.remove(),o&amp;&amp;(i.append=t("&lt;span class='"+this._appendClass+"'&gt;"+o+"&lt;/span&gt;"),e[a?"before":"after"](i.append)),e.unbind("focus",this._showDatepicker),i.trigger&amp;&amp;i.trigger.remove(),n=this._get(i,"showOn"),("focus"===n||"both"===n)&amp;&amp;e.focus(this._showDatepicker),("button"===n||"both"===n)&amp;&amp;(r=this._get(i,"buttonText"),s=this._get(i,"buttonImage"),i.trigger=t(this._get(i,"buttonImageOnly")?t("&lt;img/&gt;").addClass(this._triggerClass).attr({src:s,alt:r,title:r}):t("&lt;button type='button'&gt;&lt;/button&gt;").addClass(this._triggerClass).html(s?t("&lt;img/&gt;").attr({src:s,alt:r,title:r}):r)),e[a?"before":"after"](i.trigger),i.trigger.click(function(){return t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput===e[0]?t.datepicker._hideDatepicker():t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput!==e[0]?(t.datepicker._hideDatepicker(),t.datepicker._showDatepicker(e[0])):t.datepicker._showDatepicker(e[0]),!1}))},_autoSize:function(t){if(this._get(t,"autoSize")&amp;&amp;!t.inline){var e,i,n,r,s=new Date(2009,11,20),o=this._get(t,"dateFormat");o.match(/[DM]/)&amp;&amp;(e=function(t){for(i=0,n=0,r=0;r&lt;t.length;r++)t[r].length&gt;i&amp;&amp;(i=t[r].length,n=r);return n},s.setMonth(e(this._get(t,o.match(/MM/)?"monthNames":"monthNamesShort"))),s.setDate(e(this._get(t,o.match(/DD/)?"dayNames":"dayNamesShort"))+20-s.getDay())),t.input.attr("size",this._formatDate(t,s).length)}},_inlineDatepicker:function(e,i){var n=t(e);n.hasClass(this.markerClassName)||(n.addClass(this.markerClassName).append(i.dpDiv),t.data(e,o,i),this._setDate(i,this._getDefaultDate(i),!0),this._updateDatepicker(i),this._updateAlternate(i),i.settings.disabled&amp;&amp;this._disableDatepicker(e),i.dpDiv.css("display","block"))},_dialogDatepicker:function(e,i,n,s,a){var l,u,h,c,p,d=this._dialogInst;return d||(this.uuid+=1,l="dp"+this.uuid,this._dialogInput=t("&lt;input type='text' id='"+l+"' style='position: absolute; top: -100px; width: 0px;'/&gt;"),this._dialogInput.keydown(this._doKeyDown),t("body").append(this._dialogInput),d=this._dialogInst=this._newInst(this._dialogInput,!1),d.settings={},t.data(this._dialogInput[0],o,d)),r(d.settings,s||{}),i=i&amp;&amp;i.constructor===Date?this._formatDate(d,i):i,this._dialogInput.val(i),this._pos=a?a.length?a:[a.pageX,a.pageY]:null,this._pos||(u=document.documentElement.clientWidth,h=document.documentElement.clientHeight,c=document.documentElement.scrollLeft||document.body.scrollLeft,p=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[u/2-100+c,h/2-150+p]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),d.settings.onSelect=n,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),t.blockUI&amp;&amp;t.blockUI(this.dpDiv),t.data(this._dialogInput[0],o,d),this},_destroyDatepicker:function(e){var i,n=t(e),r=t.data(e,o);n.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),t.removeData(e,o),"input"===i?(r.append.remove(),r.trigger.remove(),n.removeClass(this.markerClassName).unbind("focus",this._showDatepicker).unbind("keydown",this._doKeyDown).unbind("keypress",this._doKeyPress).unbind("keyup",this._doKeyUp)):("div"===i||"span"===i)&amp;&amp;n.removeClass(this.markerClassName).empty())},_enableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().removeClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().addClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e&lt;this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(e){try{return t.data(e,o)}catch(i){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(i,n,s){var o,a,l,u,h=this._getInst(i);return 2===arguments.length&amp;&amp;"string"==typeof n?"defaults"===n?t.extend({},t.datepicker._defaults):h?"all"===n?t.extend({},h.settings):this._get(h,n):null:(o=n||{},"string"==typeof n&amp;&amp;(o={},o[n]=s),void(h&amp;&amp;(this._curInst===h&amp;&amp;this._hideDatepicker(),a=this._getDateDatepicker(i,!0),l=this._getMinMaxDate(h,"min"),u=this._getMinMaxDate(h,"max"),r(h.settings,o),null!==l&amp;&amp;o.dateFormat!==e&amp;&amp;o.minDate===e&amp;&amp;(h.settings.minDate=this._formatDate(h,l)),null!==u&amp;&amp;o.dateFormat!==e&amp;&amp;o.maxDate===e&amp;&amp;(h.settings.maxDate=this._formatDate(h,u)),"disabled"in o&amp;&amp;(o.disabled?this._disableDatepicker(i):this._enableDatepicker(i)),this._attachments(t(i),h),this._autoSize(h),this._setDate(h,a),this._updateAlternate(h),this._updateDatepicker(h))))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){var e=this._getInst(t);e&amp;&amp;this._updateDatepicker(e)},_setDateDatepicker:function(t,e){var i=this._getInst(t);i&amp;&amp;(this._setDate(i,e),this._updateDatepicker(i),this._updateAlternate(i))},_getDateDatepicker:function(t,e){var i=this._getInst(t);return i&amp;&amp;!i.inline&amp;&amp;this._setDateFromField(i,e),i?this._getDate(i):null},_doKeyDown:function(e){var i,n,r,s=t.datepicker._getInst(e.target),o=!0,a=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,t.datepicker._datepickerShowing)switch(e.keyCode){case 9:t.datepicker._hideDatepicker(),o=!1;break;case 13:return r=t("td."+t.datepicker._dayOverClass+":not(."+t.datepicker._currentClass+")",s.dpDiv),r[0]&amp;&amp;t.datepicker._selectDay(e.target,s.selectedMonth,s.selectedYear,r[0]),i=t.datepicker._get(s,"onSelect"),i?(n=t.datepicker._formatDate(s),i.apply(s.input?s.input[0]:null,[n,s])):t.datepicker._hideDatepicker(),!1;case 27:t.datepicker._hideDatepicker();break;case 33:t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 34:t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 35:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._clearDate(e.target),o=e.ctrlKey||e.metaKey;break;case 36:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._gotoToday(e.target),o=e.ctrlKey||e.metaKey;break;case 37:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?1:-1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 38:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,-7,"D"),o=e.ctrlKey||e.metaKey;break;case 39:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?-1:1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 40:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,7,"D"),o=e.ctrlKey||e.metaKey;break;default:o=!1}else 36===e.keyCode&amp;&amp;e.ctrlKey?t.datepicker._showDatepicker(this):o=!1;o&amp;&amp;(e.preventDefault(),e.stopPropagation())},_doKeyPress:function(e){var i,n,r=t.datepicker._getInst(e.target);return t.datepicker._get(r,"constrainInput")?(i=t.datepicker._possibleChars(t.datepicker._get(r,"dateFormat")),n=String.fromCharCode(null==e.charCode?e.keyCode:e.charCode),e.ctrlKey||e.metaKey||" "&gt;n||!i||i.indexOf(n)&gt;-1):void 0},_doKeyUp:function(e){var i,n=t.datepicker._getInst(e.target);if(n.input.val()!==n.lastVal)try{i=t.datepicker.parseDate(t.datepicker._get(n,"dateFormat"),n.input?n.input.val():null,t.datepicker._getFormatConfig(n)),i&amp;&amp;(t.datepicker._setDateFromField(n),t.datepicker._updateAlternate(n),t.datepicker._updateDatepicker(n))}catch(r){}return!0},_showDatepicker:function(e){if(e=e.target||e,"input"!==e.nodeName.toLowerCase()&amp;&amp;(e=t("input",e.parentNode)[0]),!t.datepicker._isDisabledDatepicker(e)&amp;&amp;t.datepicker._lastInput!==e){var i,n,s,o,a,l,u;i=t.datepicker._getInst(e),t.datepicker._curInst&amp;&amp;t.datepicker._curInst!==i&amp;&amp;(t.datepicker._curInst.dpDiv.stop(!0,!0),i&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._hideDatepicker(t.datepicker._curInst.input[0])),n=t.datepicker._get(i,"beforeShow"),s=n?n.apply(e,[e,i]):{},s!==!1&amp;&amp;(r(i.settings,s),i.lastVal=null,t.datepicker._lastInput=e,t.datepicker._setDateFromField(i),t.datepicker._inDialog&amp;&amp;(e.value=""),t.datepicker._pos||(t.datepicker._pos=t.datepicker._findPos(e),t.datepicker._pos[1]+=e.offsetHeight),o=!1,t(e).parents().each(function(){return o|="fixed"===t(this).css("position"),!o}),a={left:t.datepicker._pos[0],top:t.datepicker._pos[1]},t.datepicker._pos=null,i.dpDiv.empty(),i.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),t.datepicker._updateDatepicker(i),a=t.datepicker._checkOffset(i,a,o),i.dpDiv.css({position:t.datepicker._inDialog&amp;&amp;t.blockUI?"static":o?"fixed":"absolute",display:"none",left:a.left+"px",top:a.top+"px"}),i.inline||(l=t.datepicker._get(i,"showAnim"),u=t.datepicker._get(i,"duration"),i.dpDiv.zIndex(t(e).zIndex()+1),t.datepicker._datepickerShowing=!0,t.effects&amp;&amp;t.effects.effect[l]?i.dpDiv.show(l,t.datepicker._get(i,"showOptions"),u):i.dpDiv[l||"show"](l?u:null),t.datepicker._shouldFocusInput(i)&amp;&amp;i.input.focus(),t.datepicker._curInst=i))}},_updateDatepicker:function(e){this.maxRows=4,s=e,e.dpDiv.empty().append(this._generateHTML(e)),this._attachHandlers(e),e.dpDiv.find("."+this._dayOverClass+" a").mouseover();var i,n=this._getNumberOfMonths(e),r=n[1],o=17;e.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),r&gt;1&amp;&amp;e.dpDiv.addClass("ui-datepicker-multi-"+r).css("width",o*r+"em"),e.dpDiv[(1!==n[0]||1!==n[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),e.dpDiv[(this._get(e,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),e===t.datepicker._curInst&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._shouldFocusInput(e)&amp;&amp;e.input.focus(),e.yearshtml&amp;&amp;(i=e.yearshtml,setTimeout(function(){i===e.yearshtml&amp;&amp;e.yearshtml&amp;&amp;e.dpDiv.find("select.ui-datepicker-year:first").replaceWith(e.yearshtml),i=e.yearshtml=null},0))},_shouldFocusInput:function(t){return t.input&amp;&amp;t.input.is(":visible")&amp;&amp;!t.input.is(":disabled")&amp;&amp;!t.input.is(":focus")},_checkOffset:function(e,i,n){var r=e.dpDiv.outerWidth(),s=e.dpDiv.outerHeight(),o=e.input?e.input.outerWidth():0,a=e.input?e.input.outerHeight():0,l=document.documentElement.clientWidth+(n?0:t(document).scrollLeft()),u=document.documentElement.clientHeight+(n?0:t(document).scrollTop());return i.left-=this._get(e,"isRTL")?r-o:0,i.left-=n&amp;&amp;i.left===e.input.offset().left?t(document).scrollLeft():0,i.top-=n&amp;&amp;i.top===e.input.offset().top+a?t(document).scrollTop():0,i.left-=Math.min(i.left,i.left+r&gt;l&amp;&amp;l&gt;r?Math.abs(i.left+r-l):0),i.top-=Math.min(i.top,i.top+s&gt;u&amp;&amp;u&gt;s?Math.abs(s+a):0),i},_findPos:function(e){for(var i,n=this._getInst(e),r=this._get(n,"isRTL");e&amp;&amp;("hidden"===e.type||1!==e.nodeType||t.expr.filters.hidden(e));)e=e[r?"previousSibling":"nextSibling"];return i=t(e).offset(),[i.left,i.top]},_hideDatepicker:function(e){var i,n,r,s,a=this._curInst;!a||e&amp;&amp;a!==t.data(e,o)||this._datepickerShowing&amp;&amp;(i=this._get(a,"showAnim"),n=this._get(a,"duration"),r=function(){t.datepicker._tidyDialog(a)},t.effects&amp;&amp;(t.effects.effect[i]||t.effects[i])?a.dpDiv.hide(i,t.datepicker._get(a,"showOptions"),n,r):a.dpDiv["slideDown"===i?"slideUp":"fadeIn"===i?"fadeOut":"hide"](i?n:null,r),i||r(),this._datepickerShowing=!1,s=this._get(a,"onClose"),s&amp;&amp;s.apply(a.input?a.input[0]:null,[a.input?a.input.val():"",a]),this._lastInput=null,this._inDialog&amp;&amp;(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),t.blockUI&amp;&amp;(t.unblockUI(),t("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).unbind(".ui-datepicker-calendar")},_checkExternalClick:function(e){if(t.datepicker._curInst){var i=t(e.target),n=t.datepicker._getInst(i[0]);(i[0].id!==t.datepicker._mainDivId&amp;&amp;0===i.parents("#"+t.datepicker._mainDivId).length&amp;&amp;!i.hasClass(t.datepicker.markerClassName)&amp;&amp;!i.closest("."+t.datepicker._triggerClass).length&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;(!t.datepicker._inDialog||!t.blockUI)||i.hasClass(t.datepicker.markerClassName)&amp;&amp;t.datepicker._curInst!==n)&amp;&amp;t.datepicker._hideDatepicker()}},_adjustDate:function(e,i,n){var r=t(e),s=this._getInst(r[0]);this._isDisabledDatepicker(r[0])||(this._adjustInstDate(s,i+("M"===n?this._get(s,"showCurrentAtPos"):0),n),this._updateDatepicker(s))},_gotoToday:function(e){var i,n=t(e),r=this._getInst(n[0]);this._get(r,"gotoCurrent")&amp;&amp;r.currentDay?(r.selectedDay=r.currentDay,r.drawMonth=r.selectedMonth=r.currentMonth,r.drawYear=r.selectedYear=r.currentYear):(i=new Date,r.selectedDay=i.getDate(),r.drawMonth=r.selectedMonth=i.getMonth(),r.drawYear=r.selectedYear=i.getFullYear()),this._notifyChange(r),this._adjustDate(n)},_selectMonthYear:function(e,i,n){var r=t(e),s=this._getInst(r[0]);s["selected"+("M"===n?"Month":"Year")]=s["draw"+("M"===n?"Month":"Year")]=parseInt(i.options[i.selectedIndex].value,10),this._notifyChange(s),this._adjustDate(r)},_selectDay:function(e,i,n,r){var s,o=t(e);t(r).hasClass(this._unselectableClass)||this._isDisabledDatepicker(o[0])||(s=this._getInst(o[0]),s.selectedDay=s.currentDay=t("a",r).html(),s.selectedMonth=s.currentMonth=i,s.selectedYear=s.currentYear=n,this._selectDate(e,this._formatDate(s,s.currentDay,s.currentMonth,s.currentYear)))},_clearDate:function(e){var i=t(e);this._selectDate(i,"")},_selectDate:function(e,i){var n,r=t(e),s=this._getInst(r[0]);i=null!=i?i:this._formatDate(s),s.input&amp;&amp;s.input.val(i),this._updateAlternate(s),n=this._get(s,"onSelect"),n?n.apply(s.input?s.input[0]:null,[i,s]):s.input&amp;&amp;s.input.trigger("change"),s.inline?this._updateDatepicker(s):(this._hideDatepicker(),this._lastInput=s.input[0],"object"!=typeof s.input[0]&amp;&amp;s.input.focus(),this._lastInput=null)},_updateAlternate:function(e){var i,n,r,s=this._get(e,"altField");s&amp;&amp;(i=this._get(e,"altFormat")||this._get(e,"dateFormat"),n=this._getDate(e),r=this.formatDate(i,n,this._getFormatConfig(e)),t(s).each(function(){t(this).val(r)}))},noWeekends:function(t){var e=t.getDay();return[e&gt;0&amp;&amp;6&gt;e,""]},iso8601Week:function(t){var e,i=new Date(t.getTime());return i.setDate(i.getDate()+4-(i.getDay()||7)),e=i.getTime(),i.setMonth(0),i.setDate(1),Math.floor(Math.round((e-i)/864e5)/7)+1},parseDate:function(e,i,n){if(null==e||null==i)throw"Invalid arguments";if(i="object"==typeof i?i.toString():i+"",""===i)return null;var r,s,o,a,l=0,u=(n?n.shortYearCutoff:null)||this._defaults.shortYearCutoff,h="string"!=typeof u?u:(new Date).getFullYear()%100+parseInt(u,10),c=(n?n.dayNamesShort:null)||this._defaults.dayNamesShort,p=(n?n.dayNames:null)||this._defaults.dayNames,d=(n?n.monthNamesShort:null)||this._defaults.monthNamesShort,f=(n?n.monthNames:null)||this._defaults.monthNames,g=-1,m=-1,_=-1,v=-1,y=!1,b=function(t){var i=r+1&lt;e.length&amp;&amp;e.charAt(r+1)===t;return i&amp;&amp;r++,i},w=function(t){var e=b(t),n="@"===t?14:"!"===t?20:"y"===t&amp;&amp;e?4:"o"===t?3:2,r=new RegExp("^\\d{1,"+n+"}"),s=i.substring(l).match(r);if(!s)throw"Missing number at position "+l;return l+=s[0].length,parseInt(s[0],10)},x=function(e,n,r){var s=-1,o=t.map(b(e)?r:n,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(t.each(o,function(t,e){var n=e[1];return i.substr(l,n.length).toLowerCase()===n.toLowerCase()?(s=e[0],l+=n.length,!1):void 0}),-1!==s)return s+1;throw"Unknown name at position "+l},k=function(){if(i.charAt(l)!==e.charAt(r))throw"Unexpected literal at position "+l;l++};for(r=0;r&lt;e.length;r++)if(y)"'"!==e.charAt(r)||b("'")?k():y=!1;else switch(e.charAt(r)){case"d":_=w("d");break;case"D":x("D",c,p);break;case"o":v=w("o");break;case"m":m=w("m");break;case"M":m=x("M",d,f);break;case"y":g=w("y");break;case"@":a=new Date(w("@")),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"!":a=new Date((w("!")-this._ticksTo1970)/1e4),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"'":b("'")?k():y=!0;break;default:k()}if(l&lt;i.length&amp;&amp;(o=i.substr(l),!/^\s+/.test(o)))throw"Extra/unparsed characters found in date: "+o;if(-1===g?g=(new Date).getFullYear():100&gt;g&amp;&amp;(g+=(new Date).getFullYear()-(new Date).getFullYear()%100+(h&gt;=g?0:-100)),v&gt;-1)for(m=1,_=v;;){if(s=this._getDaysInMonth(g,m-1),s&gt;=_)break;m++,_-=s}if(a=this._daylightSavingAdjust(new Date(g,m-1,_)),a.getFullYear()!==g||a.getMonth()+1!==m||a.getDate()!==_)throw"Invalid date";return a},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*60*60*1e7,formatDate:function(t,e,i){if(!e)return"";var n,r=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,s=(i?i.dayNames:null)||this._defaults.dayNames,o=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,a=(i?i.monthNames:null)||this._defaults.monthNames,l=function(e){var i=n+1&lt;t.length&amp;&amp;t.charAt(n+1)===e;return i&amp;&amp;n++,i},u=function(t,e,i){var n=""+e;if(l(t))for(;n.length&lt;i;)n="0"+n;return n},h=function(t,e,i,n){return l(t)?n[e]:i[e]},c="",p=!1;if(e)for(n=0;n&lt;t.length;n++)if(p)"'"!==t.charAt(n)||l("'")?c+=t.charAt(n):p=!1;else switch(t.charAt(n)){case"d":c+=u("d",e.getDate(),2);break;case"D":c+=h("D",e.getDay(),r,s);break;case"o":c+=u("o",Math.round((new Date(e.getFullYear(),e.getMonth(),e.getDate()).getTime()-new Date(e.getFullYear(),0,0).getTime())/864e5),3);break;case"m":c+=u("m",e.getMonth()+1,2);break;case"M":c+=h("M",e.getMonth(),o,a);break;case"y":c+=l("y")?e.getFullYear():(e.getYear()%100&lt;10?"0":"")+e.getYear()%100;break;case"@":c+=e.getTime();break;case"!":c+=1e4*e.getTime()+this._ticksTo1970;break;case"'":l("'")?c+="'":p=!0;break;default:c+=t.charAt(n)}return c},_possibleChars:function(t){var e,i="",n=!1,r=function(i){var n=e+1&lt;t.length&amp;&amp;t.charAt(e+1)===i;return n&amp;&amp;e++,n};for(e=0;e&lt;t.length;e++)if(n)"'"!==t.charAt(e)||r("'")?i+=t.charAt(e):n=!1;else switch(t.charAt(e)){case"d":case"m":case"y":case"@":i+="0123456789";break;case"D":case"M":return null;case"'":r("'")?i+="'":n=!0;break;default:i+=t.charAt(e)}return i},_get:function(t,i){return t.settings[i]!==e?t.settings[i]:this._defaults[i]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),n=t.lastVal=t.input?t.input.val():null,r=this._getDefaultDate(t),s=r,o=this._getFormatConfig(t);try{s=this.parseDate(i,n,o)||r}catch(a){n=e?"":n}t.selectedDay=s.getDate(),t.drawMonth=t.selectedMonth=s.getMonth(),t.drawYear=t.selectedYear=s.getFullYear(),t.currentDay=n?s.getDate():0,t.currentMonth=n?s.getMonth():0,t.currentYear=n?s.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(e,i,n){var r=function(t){var e=new Date;return e.setDate(e.getDate()+t),e},s=function(i){try{return t.datepicker.parseDate(t.datepicker._get(e,"dateFormat"),i,t.datepicker._getFormatConfig(e))}catch(n){}for(var r=(i.toLowerCase().match(/^c/)?t.datepicker._getDate(e):null)||new Date,s=r.getFullYear(),o=r.getMonth(),a=r.getDate(),l=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,u=l.exec(i);u;){switch(u[2]||"d"){case"d":case"D":a+=parseInt(u[1],10);break;case"w":case"W":a+=7*parseInt(u[1],10);break;case"m":case"M":o+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o));break;case"y":case"Y":s+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o))}u=l.exec(i)}return new Date(s,o,a)},o=null==i||""===i?n:"string"==typeof i?s(i):"number"==typeof i?isNaN(i)?n:r(i):new Date(i.getTime());return o=o&amp;&amp;"Invalid Date"===o.toString()?n:o,o&amp;&amp;(o.setHours(0),o.setMinutes(0),o.setSeconds(0),o.setMilliseconds(0)),this._daylightSavingAdjust(o)},_daylightSavingAdjust:function(t){return t?(t.setHours(t.getHours()&gt;12?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var n=!e,r=t.selectedMonth,s=t.selectedYear,o=this._restrictMinMax(t,this._determineDate(t,e,new Date));t.selectedDay=t.currentDay=o.getDate(),t.drawMonth=t.selectedMonth=t.currentMonth=o.getMonth(),t.drawYear=t.selectedYear=t.currentYear=o.getFullYear(),r===t.selectedMonth&amp;&amp;s===t.selectedYear||i||this._notifyChange(t),this._adjustInstDate(t),t.input&amp;&amp;t.input.val(n?"":this._formatDate(t))},_getDate:function(t){var e=!t.currentYear||t.input&amp;&amp;""===t.input.val()?null:this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return e},_attachHandlers:function(e){var i=this._get(e,"stepMonths"),n="#"+e.id.replace(/\\\\/g,"\\");e.dpDiv.find("[data-handler]").map(function(){var e={prev:function(){t.datepicker._adjustDate(n,-i,"M")},next:function(){t.datepicker._adjustDate(n,+i,"M")},hide:function(){t.datepicker._hideDatepicker()},today:function(){t.datepicker._gotoToday(n)},selectDay:function(){return t.datepicker._selectDay(n,+this.getAttribute("data-month"),+this.getAttribute("data-year"),this),!1},selectMonth:function(){return t.datepicker._selectMonthYear(n,this,"M"),!1},selectYear:function(){return t.datepicker._selectMonthYear(n,this,"Y"),!1}};t(this).bind(this.getAttribute("data-event"),e[this.getAttribute("data-handler")])})},_generateHTML:function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L,H=new Date,B=this._daylightSavingAdjust(new Date(H.getFullYear(),H.getMonth(),H.getDate())),W=this._get(t,"isRTL"),q=this._get(t,"showButtonPanel"),Y=this._get(t,"hideIfNoPrevNext"),V=this._get(t,"navigationAsDateFormat"),$=this._getNumberOfMonths(t),U=this._get(t,"showCurrentAtPos"),G=this._get(t,"stepMonths"),X=1!==$[0]||1!==$[1],Z=this._daylightSavingAdjust(t.currentDay?new Date(t.currentYear,t.currentMonth,t.currentDay):new Date(9999,9,9)),J=this._getMinMaxDate(t,"min"),Q=this._getMinMaxDate(t,"max"),K=t.drawMonth-U,tt=t.drawYear;if(0&gt;K&amp;&amp;(K+=12,tt--),Q)for(e=this._daylightSavingAdjust(new Date(Q.getFullYear(),Q.getMonth()-$[0]*$[1]+1,Q.getDate())),e=J&amp;&amp;J&gt;e?J:e;this._daylightSavingAdjust(new Date(tt,K,1))&gt;e;)K--,0&gt;K&amp;&amp;(K=11,tt--);for(t.drawMonth=K,t.drawYear=tt,i=this._get(t,"prevText"),i=V?this.formatDate(i,this._daylightSavingAdjust(new Date(tt,K-G,1)),this._getFormatConfig(t)):i,n=this._canAdjustMonth(t,-1,tt,K)?"&lt;a class='ui-datepicker-prev ui-corner-all' data-handler='prev' data-event='click' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-prev ui-corner-all ui-state-disabled' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;",r=this._get(t,"nextText"),r=V?this.formatDate(r,this._daylightSavingAdjust(new Date(tt,K+G,1)),this._getFormatConfig(t)):r,s=this._canAdjustMonth(t,1,tt,K)?"&lt;a class='ui-datepicker-next ui-corner-all' data-handler='next' data-event='click' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-next ui-corner-all ui-state-disabled' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;",o=this._get(t,"currentText"),a=this._get(t,"gotoCurrent")&amp;&amp;t.currentDay?Z:B,o=V?this.formatDate(o,a,this._getFormatConfig(t)):o,l=t.inline?"":"&lt;button type='button' class='ui-datepicker-close ui-state-default ui-priority-primary ui-corner-all' data-handler='hide' data-event='click'&gt;"+this._get(t,"closeText")+"&lt;/button&gt;",u=q?"&lt;div class='ui-datepicker-buttonpane ui-widget-content'&gt;"+(W?l:"")+(this._isInRange(t,a)?"&lt;button type='button' class='ui-datepicker-current ui-state-default ui-priority-secondary ui-corner-all' data-handler='today' data-event='click'&gt;"+o+"&lt;/button&gt;":"")+(W?"":l)+"&lt;/div&gt;":"",h=parseInt(this._get(t,"firstDay"),10),h=isNaN(h)?0:h,c=this._get(t,"showWeek"),p=this._get(t,"dayNames"),d=this._get(t,"dayNamesMin"),f=this._get(t,"monthNames"),g=this._get(t,"monthNamesShort"),m=this._get(t,"beforeShowDay"),_=this._get(t,"showOtherMonths"),v=this._get(t,"selectOtherMonths"),y=this._getDefaultDate(t),b="",x=0;x&lt;$[0];x++){for(k="",this.maxRows=4,M=0;M&lt;$[1];M++){if(C=this._daylightSavingAdjust(new Date(tt,K,t.selectedDay)),D=" ui-corner-all",T="",X){if(T+="&lt;div class='ui-datepicker-group",$[1]&gt;1)switch(M){case 0:T+=" ui-datepicker-group-first",D=" ui-corner-"+(W?"right":"left");break;case $[1]-1:T+=" ui-datepicker-group-last",D=" ui-corner-"+(W?"left":"right");break;default:T+=" ui-datepicker-group-middle",D=""}T+="'&gt;"}for(T+="&lt;div class='ui-datepicker-header ui-widget-header ui-helper-clearfix"+D+"'&gt;"+(/all|left/.test(D)&amp;&amp;0===x?W?s:n:"")+(/all|right/.test(D)&amp;&amp;0===x?W?n:s:"")+this._generateMonthYearHeader(t,K,tt,J,Q,x&gt;0||M&gt;0,f,g)+"&lt;/div&gt;&lt;table class='ui-datepicker-calendar'&gt;&lt;thead&gt;&lt;tr&gt;",S=c?"&lt;th class='ui-datepicker-week-col'&gt;"+this._get(t,"weekHeader")+"&lt;/th&gt;":"",w=0;7&gt;w;w++)A=(w+h)%7,S+="&lt;th"+((w+h+6)%7&gt;=5?" class='ui-datepicker-week-end'":"")+"&gt;&lt;span title='"+p[A]+"'&gt;"+d[A]+"&lt;/span&gt;&lt;/th&gt;";for(T+=S+"&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;",P=this._getDaysInMonth(tt,K),tt===t.selectedYear&amp;&amp;K===t.selectedMonth&amp;&amp;(t.selectedDay=Math.min(t.selectedDay,P)),E=(this._getFirstDayOfMonth(tt,K)-h+7)%7,I=Math.ceil((E+P)/7),N=X&amp;&amp;this.maxRows&gt;I?this.maxRows:I,this.maxRows=N,R=this._daylightSavingAdjust(new Date(tt,K,1-E)),z=0;N&gt;z;z++){for(T+="&lt;tr&gt;",j=c?"&lt;td class='ui-datepicker-week-col'&gt;"+this._get(t,"calculateWeek")(R)+"&lt;/td&gt;":"",w=0;7&gt;w;w++)O=m?m.apply(t.input?t.input[0]:null,[R]):[!0,""],F=R.getMonth()!==K,L=F&amp;&amp;!v||!O[0]||J&amp;&amp;J&gt;R||Q&amp;&amp;R&gt;Q,j+="&lt;td class='"+((w+h+6)%7&gt;=5?" ui-datepicker-week-end":"")+(F?" ui-datepicker-other-month":"")+(R.getTime()===C.getTime()&amp;&amp;K===t.selectedMonth&amp;&amp;t._keyEvent||y.getTime()===R.getTime()&amp;&amp;y.getTime()===C.getTime()?" "+this._dayOverClass:"")+(L?" "+this._unselectableClass+" ui-state-disabled":"")+(F&amp;&amp;!_?"":" "+O[1]+(R.getTime()===Z.getTime()?" "+this._currentClass:"")+(R.getTime()===B.getTime()?" ui-datepicker-today":""))+"'"+(F&amp;&amp;!_||!O[2]?"":" title='"+O[2].replace(/'/g,"&amp;#39;")+"'")+(L?"":" data-handler='selectDay' data-event='click' data-month='"+R.getMonth()+"' data-year='"+R.getFullYear()+"'")+"&gt;"+(F&amp;&amp;!_?"&amp;#xa0;":L?"&lt;span class='ui-state-default'&gt;"+R.getDate()+"&lt;/span&gt;":"&lt;a class='ui-state-default"+(R.getTime()===B.getTime()?" ui-state-highlight":"")+(R.getTime()===Z.getTime()?" ui-state-active":"")+(F?" ui-priority-secondary":"")+"' href='#'&gt;"+R.getDate()+"&lt;/a&gt;")+"&lt;/td&gt;",
R.setDate(R.getDate()+1),R=this._daylightSavingAdjust(R);T+=j+"&lt;/tr&gt;"}K++,K&gt;11&amp;&amp;(K=0,tt++),T+="&lt;/tbody&gt;&lt;/table&gt;"+(X?"&lt;/div&gt;"+($[0]&gt;0&amp;&amp;M===$[1]-1?"&lt;div class='ui-datepicker-row-break'&gt;&lt;/div&gt;":""):""),k+=T}b+=k}return b+=u,t._keyEvent=!1,b},_generateMonthYearHeader:function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m=this._get(t,"changeMonth"),_=this._get(t,"changeYear"),v=this._get(t,"showMonthAfterYear"),y="&lt;div class='ui-datepicker-title'&gt;",b="";if(s||!m)b+="&lt;span class='ui-datepicker-month'&gt;"+o[e]+"&lt;/span&gt;";else{for(l=n&amp;&amp;n.getFullYear()===i,u=r&amp;&amp;r.getFullYear()===i,b+="&lt;select class='ui-datepicker-month' data-handler='selectMonth' data-event='change'&gt;",h=0;12&gt;h;h++)(!l||h&gt;=n.getMonth())&amp;&amp;(!u||h&lt;=r.getMonth())&amp;&amp;(b+="&lt;option value='"+h+"'"+(h===e?" selected='selected'":"")+"&gt;"+a[h]+"&lt;/option&gt;");b+="&lt;/select&gt;"}if(v||(y+=b+(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")),!t.yearshtml)if(t.yearshtml="",s||!_)y+="&lt;span class='ui-datepicker-year'&gt;"+i+"&lt;/span&gt;";else{for(c=this._get(t,"yearRange").split(":"),p=(new Date).getFullYear(),d=function(t){var e=t.match(/c[+\-].*/)?i+parseInt(t.substring(1),10):t.match(/[+\-].*/)?p+parseInt(t,10):parseInt(t,10);return isNaN(e)?p:e},f=d(c[0]),g=Math.max(f,d(c[1]||"")),f=n?Math.max(f,n.getFullYear()):f,g=r?Math.min(g,r.getFullYear()):g,t.yearshtml+="&lt;select class='ui-datepicker-year' data-handler='selectYear' data-event='change'&gt;";g&gt;=f;f++)t.yearshtml+="&lt;option value='"+f+"'"+(f===i?" selected='selected'":"")+"&gt;"+f+"&lt;/option&gt;";t.yearshtml+="&lt;/select&gt;",y+=t.yearshtml,t.yearshtml=null}return y+=this._get(t,"yearSuffix"),v&amp;&amp;(y+=(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")+b),y+="&lt;/div&gt;"},_adjustInstDate:function(t,e,i){var n=t.drawYear+("Y"===i?e:0),r=t.drawMonth+("M"===i?e:0),s=Math.min(t.selectedDay,this._getDaysInMonth(n,r))+("D"===i?e:0),o=this._restrictMinMax(t,this._daylightSavingAdjust(new Date(n,r,s)));t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),("M"===i||"Y"===i)&amp;&amp;this._notifyChange(t)},_restrictMinMax:function(t,e){var i=this._getMinMaxDate(t,"min"),n=this._getMinMaxDate(t,"max"),r=i&amp;&amp;i&gt;e?i:e;return n&amp;&amp;r&gt;n?n:r},_notifyChange:function(t){var e=this._get(t,"onChangeMonthYear");e&amp;&amp;e.apply(t.input?t.input[0]:null,[t.selectedYear,t.selectedMonth+1,t])},_getNumberOfMonths:function(t){var e=this._get(t,"numberOfMonths");return null==e?[1,1]:"number"==typeof e?[1,e]:e},_getMinMaxDate:function(t,e){return this._determineDate(t,this._get(t,e+"Date"),null)},_getDaysInMonth:function(t,e){return 32-this._daylightSavingAdjust(new Date(t,e,32)).getDate()},_getFirstDayOfMonth:function(t,e){return new Date(t,e,1).getDay()},_canAdjustMonth:function(t,e,i,n){var r=this._getNumberOfMonths(t),s=this._daylightSavingAdjust(new Date(i,n+(0&gt;e?e:r[0]*r[1]),1));return 0&gt;e&amp;&amp;s.setDate(this._getDaysInMonth(s.getFullYear(),s.getMonth())),this._isInRange(t,s)},_isInRange:function(t,e){var i,n,r=this._getMinMaxDate(t,"min"),s=this._getMinMaxDate(t,"max"),o=null,a=null,l=this._get(t,"yearRange");return l&amp;&amp;(i=l.split(":"),n=(new Date).getFullYear(),o=parseInt(i[0],10),a=parseInt(i[1],10),i[0].match(/[+\-].*/)&amp;&amp;(o+=n),i[1].match(/[+\-].*/)&amp;&amp;(a+=n)),(!r||e.getTime()&gt;=r.getTime())&amp;&amp;(!s||e.getTime()&lt;=s.getTime())&amp;&amp;(!o||e.getFullYear()&gt;=o)&amp;&amp;(!a||e.getFullYear()&lt;=a)},_getFormatConfig:function(t){var e=this._get(t,"shortYearCutoff");return e="string"!=typeof e?e:(new Date).getFullYear()%100+parseInt(e,10),{shortYearCutoff:e,dayNamesShort:this._get(t,"dayNamesShort"),dayNames:this._get(t,"dayNames"),monthNamesShort:this._get(t,"monthNamesShort"),monthNames:this._get(t,"monthNames")}},_formatDate:function(t,e,i,n){e||(t.currentDay=t.selectedDay,t.currentMonth=t.selectedMonth,t.currentYear=t.selectedYear);var r=e?"object"==typeof e?e:this._daylightSavingAdjust(new Date(n,i,e)):this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return this.formatDate(this._get(t,"dateFormat"),r,this._getFormatConfig(t))}}),t.fn.datepicker=function(e){if(!this.length)return this;t.datepicker.initialized||(t(document).mousedown(t.datepicker._checkExternalClick),t.datepicker.initialized=!0),0===t("#"+t.datepicker._mainDivId).length&amp;&amp;t("body").append(t.datepicker.dpDiv);var i=Array.prototype.slice.call(arguments,1);return"string"!=typeof e||"isDisabled"!==e&amp;&amp;"getDate"!==e&amp;&amp;"widget"!==e?"option"===e&amp;&amp;2===arguments.length&amp;&amp;"string"==typeof arguments[1]?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i)):this.each(function(){"string"==typeof e?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this].concat(i)):t.datepicker._attachDatepicker(this,e)}):t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i))},t.datepicker=new i,t.datepicker.initialized=!1,t.datepicker.uuid=(new Date).getTime(),t.datepicker.version="1.10.4"}(n)},{"./core":7,jquery:18}],9:[function(t,e,i){var n=t("jquery");t("./core"),t("./mouse"),t("./widget"),function(t,e){t.widget("ui.draggable",t.ui.mouse,{version:"1.10.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"!==this.options.helper||/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative"),this.options.addClasses&amp;&amp;this.element.addClass("ui-draggable"),this.options.disabled&amp;&amp;this.element.addClass("ui-draggable-disabled"),this._mouseInit()},_destroy:function(){this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._mouseDestroy()},_mouseCapture:function(e){var i=this.options;return this.helper||i.disabled||t(e.target).closest(".ui-resizable-handle").length&gt;0?!1:(this.handle=this._getHandle(e),this.handle?(t(i.iframeFix===!0?"iframe":i.iframeFix).each(function(){t("&lt;div class='ui-draggable-iframeFix' style='background: #fff;'&gt;&lt;/div&gt;").css({width:this.offsetWidth+"px",height:this.offsetHeight+"px",position:"absolute",opacity:"0.001",zIndex:1e3}).css(t(this).offset()).appendTo("body")}),!0):!1)},_mouseStart:function(e){var i=this.options;return this.helper=this._createHelper(e),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(),this.offsetParent=this.helper.offsetParent(),this.offsetParentCssPosition=this.offsetParent.css("position"),this.offset=this.positionAbs=this.element.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},this.offset.scroll=!1,t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.originalPosition=this.position=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,i.cursorAt&amp;&amp;this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",e)===!1?(this._clear(),!1):(this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;!i.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this._mouseDrag(e,!0),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStart(this,e),!0)},_mouseDrag:function(e,i){if("fixed"===this.offsetParentCssPosition&amp;&amp;(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),!i){var n=this._uiHash();if(this._trigger("drag",e,n)===!1)return this._mouseUp({}),!1;this.position=n.position}return this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),!1},_mouseStop:function(e){var i=this,n=!1;return t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;(n=t.ui.ddmanager.drop(this,e)),this.dropped&amp;&amp;(n=this.dropped,this.dropped=!1),"original"!==this.options.helper||t.contains(this.element[0].ownerDocument,this.element[0])?("invalid"===this.options.revert&amp;&amp;!n||"valid"===this.options.revert&amp;&amp;n||this.options.revert===!0||t.isFunction(this.options.revert)&amp;&amp;this.options.revert.call(this.element,n)?t(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",e)!==!1&amp;&amp;i._clear()}):this._trigger("stop",e)!==!1&amp;&amp;this._clear(),!1):!1},_mouseUp:function(e){return t("div.ui-draggable-iframeFix").each(function(){this.parentNode.removeChild(this)}),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStop(this,e),t.ui.mouse.prototype._mouseUp.call(this,e)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(e){return this.options.handle?!!t(e.target).closest(this.element.find(this.options.handle)).length:!0},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.element.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;return r.containment?"window"===r.containment?void(this.containment=[t(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,t(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,t(window).scrollLeft()+t(window).width()-this.helperProportions.width-this.margins.left,t(window).scrollTop()+(t(window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):"document"===r.containment?void(this.containment=[0,0,t(document).width()-this.helperProportions.width-this.margins.left,(t(document).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):r.containment.constructor===Array?void(this.containment=r.containment):("parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),i=t(r.containment),n=i[0],void(n&amp;&amp;(e="hidden"!==i.css("overflow"),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(e?Math.max(n.scrollWidth,n.offsetWidth):n.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(e?Math.max(n.scrollHeight,n.offsetHeight):n.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relative_container=i))):void(this.containment=null)},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent;return this.offset.scroll||(this.offset.scroll={top:r.scrollTop(),left:r.scrollLeft()}),{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top)*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)*n}},_generatePosition:function(e){var i,n,r,s,o=this.options,a="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,l=e.pageX,u=e.pageY;return this.offset.scroll||(this.offset.scroll={top:a.scrollTop(),left:a.scrollLeft()}),this.originalPosition&amp;&amp;(this.containment&amp;&amp;(this.relative_container?(n=this.relative_container.offset(),i=[this.containment[0]+n.left,this.containment[1]+n.top,this.containment[2]+n.left,this.containment[3]+n.top]):i=this.containment,e.pageX-this.offset.click.left&lt;i[0]&amp;&amp;(l=i[0]+this.offset.click.left),e.pageY-this.offset.click.top&lt;i[1]&amp;&amp;(u=i[1]+this.offset.click.top),e.pageX-this.offset.click.left&gt;i[2]&amp;&amp;(l=i[2]+this.offset.click.left),e.pageY-this.offset.click.top&gt;i[3]&amp;&amp;(u=i[3]+this.offset.click.top)),o.grid&amp;&amp;(r=o.grid[1]?this.originalPageY+Math.round((u-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,u=i?r-this.offset.click.top&gt;=i[1]||r-this.offset.click.top&gt;i[3]?r:r-this.offset.click.top&gt;=i[1]?r-o.grid[1]:r+o.grid[1]:r,s=o.grid[0]?this.originalPageX+Math.round((l-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,l=i?s-this.offset.click.left&gt;=i[0]||s-this.offset.click.left&gt;i[2]?s:s-this.offset.click.left&gt;=i[0]?s-o.grid[0]:s+o.grid[0]:s)),{top:u-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top),left:l-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1},_trigger:function(e,i,n){return n=n||this._uiHash(),t.ui.plugin.call(this,e,[i,n]),"drag"===e&amp;&amp;(this.positionAbs=this._convertPositionTo("absolute")),t.Widget.prototype._trigger.call(this,e,i,n)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),t.ui.plugin.add("draggable","connectToSortable",{start:function(e,i){var n=t(this).data("ui-draggable"),r=n.options,s=t.extend({},i,{item:n.element});n.sortables=[],t(r.connectToSortable).each(function(){var i=t.data(this,"ui-sortable");i&amp;&amp;!i.options.disabled&amp;&amp;(n.sortables.push({instance:i,shouldRevert:i.options.revert}),i.refreshPositions(),i._trigger("activate",e,s))})},stop:function(e,i){var n=t(this).data("ui-draggable"),r=t.extend({},i,{item:n.element});t.each(n.sortables,function(){this.instance.isOver?(this.instance.isOver=0,n.cancelHelperRemoval=!0,this.instance.cancelHelperRemoval=!1,this.shouldRevert&amp;&amp;(this.instance.options.revert=this.shouldRevert),this.instance._mouseStop(e),this.instance.options.helper=this.instance.options._helper,"original"===n.options.helper&amp;&amp;this.instance.currentItem.css({top:"auto",left:"auto"})):(this.instance.cancelHelperRemoval=!1,this.instance._trigger("deactivate",e,r))})},drag:function(e,i){var n=t(this).data("ui-draggable"),r=this;t.each(n.sortables,function(){var s=!1,o=this;this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;(s=!0,t.each(n.sortables,function(){return this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this!==o&amp;&amp;this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;t.contains(o.instance.element[0],this.instance.element[0])&amp;&amp;(s=!1),s})),s?(this.instance.isOver||(this.instance.isOver=1,this.instance.currentItem=t(r).clone().removeAttr("id").appendTo(this.instance.element).data("ui-sortable-item",!0),this.instance.options._helper=this.instance.options.helper,this.instance.options.helper=function(){return i.helper[0]},e.target=this.instance.currentItem[0],this.instance._mouseCapture(e,!0),this.instance._mouseStart(e,!0,!0),this.instance.offset.click.top=n.offset.click.top,this.instance.offset.click.left=n.offset.click.left,this.instance.offset.parent.left-=n.offset.parent.left-this.instance.offset.parent.left,this.instance.offset.parent.top-=n.offset.parent.top-this.instance.offset.parent.top,n._trigger("toSortable",e),n.dropped=this.instance.element,n.currentItem=n.element,this.instance.fromOutside=n),this.instance.currentItem&amp;&amp;this.instance._mouseDrag(e)):this.instance.isOver&amp;&amp;(this.instance.isOver=0,this.instance.cancelHelperRemoval=!0,this.instance.options.revert=!1,this.instance._trigger("out",e,this.instance._uiHash(this.instance)),this.instance._mouseStop(e,!0),this.instance.options.helper=this.instance.options._helper,this.instance.currentItem.remove(),this.instance.placeholder&amp;&amp;this.instance.placeholder.remove(),n._trigger("fromSortable",e),n.dropped=!1)})}}),t.ui.plugin.add("draggable","cursor",{start:function(){var e=t("body"),i=t(this).data("ui-draggable").options;e.css("cursor")&amp;&amp;(i._cursor=e.css("cursor")),e.css("cursor",i.cursor)},stop:function(){var e=t(this).data("ui-draggable").options;e._cursor&amp;&amp;t("body").css("cursor",e._cursor)}}),t.ui.plugin.add("draggable","opacity",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("opacity")&amp;&amp;(r._opacity=n.css("opacity")),n.css("opacity",r.opacity)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._opacity&amp;&amp;t(i.helper).css("opacity",n._opacity)}}),t.ui.plugin.add("draggable","scroll",{start:function(){var e=t(this).data("ui-draggable");e.scrollParent[0]!==document&amp;&amp;"HTML"!==e.scrollParent[0].tagName&amp;&amp;(e.overflowOffset=e.scrollParent.offset())},drag:function(e){var i=t(this).data("ui-draggable"),n=i.options,r=!1;i.scrollParent[0]!==document&amp;&amp;"HTML"!==i.scrollParent[0].tagName?(n.axis&amp;&amp;"x"===n.axis||(i.overflowOffset.top+i.scrollParent[0].offsetHeight-e.pageY&lt;n.scrollSensitivity?i.scrollParent[0].scrollTop=r=i.scrollParent[0].scrollTop+n.scrollSpeed:e.pageY-i.overflowOffset.top&lt;n.scrollSensitivity&amp;&amp;(i.scrollParent[0].scrollTop=r=i.scrollParent[0].scrollTop-n.scrollSpeed)),n.axis&amp;&amp;"y"===n.axis||(i.overflowOffset.left+i.scrollParent[0].offsetWidth-e.pageX&lt;n.scrollSensitivity?i.scrollParent[0].scrollLeft=r=i.scrollParent[0].scrollLeft+n.scrollSpeed:e.pageX-i.overflowOffset.left&lt;n.scrollSensitivity&amp;&amp;(i.scrollParent[0].scrollLeft=r=i.scrollParent[0].scrollLeft-n.scrollSpeed))):(n.axis&amp;&amp;"x"===n.axis||(e.pageY-t(document).scrollTop()&lt;n.scrollSensitivity?r=t(document).scrollTop(t(document).scrollTop()-n.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;n.scrollSensitivity&amp;&amp;(r=t(document).scrollTop(t(document).scrollTop()+n.scrollSpeed))),n.axis&amp;&amp;"y"===n.axis||(e.pageX-t(document).scrollLeft()&lt;n.scrollSensitivity?r=t(document).scrollLeft(t(document).scrollLeft()-n.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;n.scrollSensitivity&amp;&amp;(r=t(document).scrollLeft(t(document).scrollLeft()+n.scrollSpeed)))),r!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!n.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(i,e)}}),t.ui.plugin.add("draggable","snap",{start:function(){var e=t(this).data("ui-draggable"),i=e.options;e.snapElements=[],t(i.snap.constructor!==String?i.snap.items||":data(ui-draggable)":i.snap).each(function(){var i=t(this),n=i.offset();this!==e.element[0]&amp;&amp;e.snapElements.push({item:this,width:i.outerWidth(),height:i.outerHeight(),top:n.top,left:n.left})})},drag:function(e,i){var n,r,s,o,a,l,u,h,c,p,d=t(this).data("ui-draggable"),f=d.options,g=f.snapTolerance,m=i.offset.left,_=m+d.helperProportions.width,v=i.offset.top,y=v+d.helperProportions.height;for(c=d.snapElements.length-1;c&gt;=0;c--)a=d.snapElements[c].left,l=a+d.snapElements[c].width,u=d.snapElements[c].top,h=u+d.snapElements[c].height,a-g&gt;_||m&gt;l+g||u-g&gt;y||v&gt;h+g||!t.contains(d.snapElements[c].item.ownerDocument,d.snapElements[c].item)?(d.snapElements[c].snapping&amp;&amp;d.options.snap.release&amp;&amp;d.options.snap.release.call(d.element,e,t.extend(d._uiHash(),{snapItem:d.snapElements[c].item})),d.snapElements[c].snapping=!1):("inner"!==f.snapMode&amp;&amp;(n=Math.abs(u-y)&lt;=g,r=Math.abs(h-v)&lt;=g,s=Math.abs(a-_)&lt;=g,o=Math.abs(l-m)&lt;=g,n&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:u-d.helperProportions.height,left:0}).top-d.margins.top),r&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:h,left:0}).top-d.margins.top),s&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:a-d.helperProportions.width}).left-d.margins.left),o&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:l}).left-d.margins.left)),p=n||r||s||o,"outer"!==f.snapMode&amp;&amp;(n=Math.abs(u-v)&lt;=g,r=Math.abs(h-y)&lt;=g,s=Math.abs(a-m)&lt;=g,o=Math.abs(l-_)&lt;=g,n&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:u,left:0}).top-d.margins.top),r&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:h-d.helperProportions.height,left:0}).top-d.margins.top),s&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:a}).left-d.margins.left),o&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:l-d.helperProportions.width}).left-d.margins.left)),!d.snapElements[c].snapping&amp;&amp;(n||r||s||o||p)&amp;&amp;d.options.snap.snap&amp;&amp;d.options.snap.snap.call(d.element,e,t.extend(d._uiHash(),{snapItem:d.snapElements[c].item})),d.snapElements[c].snapping=n||r||s||o||p)}}),t.ui.plugin.add("draggable","stack",{start:function(){var e,i=this.data("ui-draggable").options,n=t.makeArray(t(i.stack)).sort(function(e,i){return(parseInt(t(e).css("zIndex"),10)||0)-(parseInt(t(i).css("zIndex"),10)||0)});n.length&amp;&amp;(e=parseInt(t(n[0]).css("zIndex"),10)||0,t(n).each(function(i){t(this).css("zIndex",e+i)}),this.css("zIndex",e+n.length))}}),t.ui.plugin.add("draggable","zIndex",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("zIndex")&amp;&amp;(r._zIndex=n.css("zIndex")),n.css("zIndex",r.zIndex)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._zIndex&amp;&amp;t(i.helper).css("zIndex",n._zIndex)}})}(n)},{"./core":7,"./mouse":13,"./widget":17,jquery:18}],10:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),t("./mouse"),t("./draggable"),function(t,e){function i(t,e,i){return 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n,r,s=t.ui.ddmanager.droppables[e.options.scope]||[],o=i?i.type:null,a=(e.currentItem||e.element).find(":data(ui-droppable)").addBack();t:for(n=0;n&lt;s.length;n++)if(!(s[n].options.disabled||e&amp;&amp;!s[n].accept.call(s[n].element[0],e.currentItem||e.element))){for(r=0;r&lt;a.length;r++)if(a[r]===s[n].element[0]){s[n].proportions().height=0;continue t}s[n].visible="none"!==s[n].element.css("display"),s[n].visible&amp;&amp;("mousedown"===o&amp;&amp;s[n]._activate.call(s[n],i),s[n].offset=s[n].element.offset(),s[n].proportions({width:s[n].element[0].offsetWidth,height:s[n].element[0].offsetHeight}))}},drop:function(e,i){var n=!1;return 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ui-state-disabled"),this.bindings.unbind(this.eventNamespace),this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus")},_destroy:t.noop,widget:function(){return this.element},option:function(i,n){var r,s,o,a=i;if(0===arguments.length)return t.widget.extend({},this.options);if("string"==typeof i)if(a={},r=i.split("."),i=r.shift(),r.length){for(s=a[i]=t.widget.extend({},this.options[i]),o=0;o&lt;r.length-1;o++)s[r[o]]=s[r[o]]||{},s=s[r[o]];if(i=r.pop(),n===e)return s[i]===e?null:s[i];s[i]=n}else{if(n===e)return this.options[i]===e?null:this.options[i];a[i]=n}return this._setOptions(a),this},_setOptions:function(t){var e;for(e in t)this._setOption(e,t[e]);return this},_setOption:function(t,e){return this.options[t]=e,"disabled"===t&amp;&amp;(this.widget().toggleClass(this.widgetFullName+"-disabled ui-state-disabled",!!e).attr("aria-disabled",e),this.hoverable.removeClass("ui-state-hover"),this.focusable.removeClass("ui-state-focus")),this},enable:function(){return this._setOption("disabled",!1)},disable:function(){return this._setOption("disabled",!0)},_on:function(e,i,n){var r,s=this;"boolean"!=typeof e&amp;&amp;(n=i,i=e,e=!1),n?(i=r=t(i),this.bindings=this.bindings.add(i)):(n=i,i=this.element,r=this.widget()),t.each(n,function(n,o){function a(){return e||s.options.disabled!==!0&amp;&amp;!t(this).hasClass("ui-state-disabled")?("string"==typeof o?s[o]:o).apply(s,arguments):void 0}"string"!=typeof o&amp;&amp;(a.guid=o.guid=o.guid||a.guid||t.guid++);var l=n.match(/^(\w+)\s*(.*)$/),u=l[1]+s.eventNamespace,h=l[2];h?r.delegate(h,u,a):i.bind(u,a)})},_off:function(t,e){e=(e||"").split(" ").join(this.eventNamespace+" ")+this.eventNamespace,t.unbind(e).undelegate(e)},_delay:function(t,e){function i(){return("string"==typeof t?n[t]:t).apply(n,arguments)}var n=this;return setTimeout(i,e||0)},_hoverable:function(e){this.hoverable=this.hoverable.add(e),this._on(e,{mouseenter:function(e){t(e.currentTarget).addClass("ui-state-hover")},mouseleave:function(e){t(e.currentTarget).removeClass("ui-state-hover")}})},_focusable:function(e){this.focusable=this.focusable.add(e),this._on(e,{focusin:function(e){t(e.currentTarget).addClass("ui-state-focus")},focusout:function(e){t(e.currentTarget).removeClass("ui-state-focus")}})},_trigger:function(e,i,n){var r,s,o=this.options[e];if(n=n||{},i=t.Event(i),i.type=(e===this.widgetEventPrefix?e:this.widgetEventPrefix+e).toLowerCase(),i.target=this.element[0],s=i.originalEvent)for(r in s)r in i||(i[r]=s[r]);return this.element.trigger(i,n),!(t.isFunction(o)&amp;&amp;o.apply(this.element[0],[i].concat(n))===!1||i.isDefaultPrevented())}},t.each({show:"fadeIn",hide:"fadeOut"},function(e,i){t.Widget.prototype["_"+e]=function(n,r,s){"string"==typeof r&amp;&amp;(r={effect:r});var o,a=r?r===!0||"number"==typeof r?i:r.effect||i:e;r=r||{},"number"==typeof r&amp;&amp;(r={duration:r}),o=!t.isEmptyObject(r),r.complete=s,r.delay&amp;&amp;n.delay(r.delay),o&amp;&amp;t.effects&amp;&amp;t.effects.effect[a]?n[e](r):a!==e&amp;&amp;n[a]?n[a](r.duration,r.easing,s):n.queue(function(i){t(this)[e](),s&amp;&amp;s.call(n[0]),i()})}})}(n),function(t,e){var i=!1;t(document).mouseup(function(){i=!1}),t.widget("ui.mouse",{version:"1.10.3",options:{cancel:"input,textarea,button,select,option",distance:1,delay:0},_mouseInit:function(){var e=this;this.element.bind("mousedown."+this.widgetName,function(t){return e._mouseDown(t)}).bind("click."+this.widgetName,function(i){return!0===t.data(i.target,e.widgetName+".preventClickEvent")?(t.removeData(i.target,e.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName),this._mouseMoveDelegate&amp;&amp;t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(e){if(!i){this._mouseStarted&amp;&amp;this._mouseUp(e),this._mouseDownEvent=e;var n=this,r=1===e.which,s="string"==typeof this.options.cancel&amp;&amp;e.target.nodeName?t(e.target).closest(this.options.cancel).length:!1;return r&amp;&amp;!s&amp;&amp;this._mouseCapture(e)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){n.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(e)!==!1,!this._mouseStarted)?(e.preventDefault(),!0):(!0===t.data(e.target,this.widgetName+".preventClickEvent")&amp;&amp;t.removeData(e.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(t){return n._mouseMove(t)},this._mouseUpDelegate=function(t){return n._mouseUp(t)},t(document).bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),e.preventDefault(),i=!0,!0)):!0}},_mouseMove:function(e){return t.ui.ie&amp;&amp;(!document.documentMode||document.documentMode&lt;9)&amp;&amp;!e.button?this._mouseUp(e):this._mouseStarted?(this._mouseDrag(e),e.preventDefault()):(this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(this._mouseDownEvent,e)!==!1,this._mouseStarted?this._mouseDrag(e):this._mouseUp(e)),!this._mouseStarted)},_mouseUp:function(e){return t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&amp;&amp;(this._mouseStarted=!1,e.target===this._mouseDownEvent.target&amp;&amp;t.data(e.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(e)),!1},_mouseDistanceMet:function(t){return Math.max(Math.abs(this._mouseDownEvent.pageX-t.pageX),Math.abs(this._mouseDownEvent.pageY-t.pageY))&gt;=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}})}(n),function(t,e){t.widget("ui.draggable",t.ui.mouse,{version:"1.10.3",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"!==this.options.helper||/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative"),this.options.addClasses&amp;&amp;this.element.addClass("ui-draggable"),this.options.disabled&amp;&amp;this.element.addClass("ui-draggable-disabled"),this._mouseInit()},_destroy:function(){this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._mouseDestroy()},_mouseCapture:function(e){var i=this.options;return this.helper||i.disabled||t(e.target).closest(".ui-resizable-handle").length&gt;0?!1:(this.handle=this._getHandle(e),this.handle?(t(i.iframeFix===!0?"iframe":i.iframeFix).each(function(){t("&lt;div class='ui-draggable-iframeFix' style='background: #fff;'&gt;&lt;/div&gt;").css({width:this.offsetWidth+"px",height:this.offsetHeight+"px",position:"absolute",opacity:"0.001",zIndex:1e3}).css(t(this).offset()).appendTo("body")}),!0):!1)},_mouseStart:function(e){var i=this.options;return this.helper=this._createHelper(e),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(),this.offsetParent=this.helper.offsetParent(),this.offsetParentCssPosition=this.offsetParent.css("position"),this.offset=this.positionAbs=this.element.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},this.offset.scroll=!1,t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.originalPosition=this.position=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,i.cursorAt&amp;&amp;this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",e)===!1?(this._clear(),!1):(this._cacheHelperProportions(),t.ui.ddmanager&amp;&amp;!i.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this._mouseDrag(e,!0),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStart(this,e),!0)},_mouseDrag:function(e,i){if("fixed"===this.offsetParentCssPosition&amp;&amp;(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),!i){var n=this._uiHash();if(this._trigger("drag",e,n)===!1)return this._mouseUp({}),!1;this.position=n.position}return this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),!1},_mouseStop:function(e){var i=this,n=!1;return t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;(n=t.ui.ddmanager.drop(this,e)),this.dropped&amp;&amp;(n=this.dropped,this.dropped=!1),"original"!==this.options.helper||t.contains(this.element[0].ownerDocument,this.element[0])?("invalid"===this.options.revert&amp;&amp;!n||"valid"===this.options.revert&amp;&amp;n||this.options.revert===!0||t.isFunction(this.options.revert)&amp;&amp;this.options.revert.call(this.element,n)?t(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",e)!==!1&amp;&amp;i._clear()}):this._trigger("stop",e)!==!1&amp;&amp;this._clear(),!1):!1},_mouseUp:function(e){return t("div.ui-draggable-iframeFix").each(function(){this.parentNode.removeChild(this)}),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.dragStop(this,e),t.ui.mouse.prototype._mouseUp.call(this,e)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(e){return this.options.handle?!!t(e.target).closest(this.element.find(this.options.handle)).length:!0},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.element.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;return r.containment?"window"===r.containment?void(this.containment=[t(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,t(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,t(window).scrollLeft()+t(window).width()-this.helperProportions.width-this.margins.left,t(window).scrollTop()+(t(window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):"document"===r.containment?void(this.containment=[0,0,t(document).width()-this.helperProportions.width-this.margins.left,(t(document).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]):r.containment.constructor===Array?void(this.containment=r.containment):("parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),i=t(r.containment),n=i[0],void(n&amp;&amp;(e="hidden"!==i.css("overflow"),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(e?Math.max(n.scrollWidth,n.offsetWidth):n.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(e?Math.max(n.scrollHeight,n.offsetHeight):n.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relative_container=i))):void(this.containment=null)},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent;return this.offset.scroll||(this.offset.scroll={top:r.scrollTop(),left:r.scrollLeft()}),{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top)*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)*n}},_generatePosition:function(e){var i,n,r,s,o=this.options,a="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,l=e.pageX,u=e.pageY;return this.offset.scroll||(this.offset.scroll={top:a.scrollTop(),left:a.scrollLeft()}),this.originalPosition&amp;&amp;(this.containment&amp;&amp;(this.relative_container?(n=this.relative_container.offset(),i=[this.containment[0]+n.left,this.containment[1]+n.top,this.containment[2]+n.left,this.containment[3]+n.top]):i=this.containment,e.pageX-this.offset.click.left&lt;i[0]&amp;&amp;(l=i[0]+this.offset.click.left),e.pageY-this.offset.click.top&lt;i[1]&amp;&amp;(u=i[1]+this.offset.click.top),e.pageX-this.offset.click.left&gt;i[2]&amp;&amp;(l=i[2]+this.offset.click.left),e.pageY-this.offset.click.top&gt;i[3]&amp;&amp;(u=i[3]+this.offset.click.top)),o.grid&amp;&amp;(r=o.grid[1]?this.originalPageY+Math.round((u-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,u=i?r-this.offset.click.top&gt;=i[1]||r-this.offset.click.top&gt;i[3]?r:r-this.offset.click.top&gt;=i[1]?r-o.grid[1]:r+o.grid[1]:r,s=o.grid[0]?this.originalPageX+Math.round((l-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,l=i?s-this.offset.click.left&gt;=i[0]||s-this.offset.click.left&gt;i[2]?s:s-this.offset.click.left&gt;=i[0]?s-o.grid[0]:s+o.grid[0]:s)),{top:u-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():this.offset.scroll.top),left:l-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1},_trigger:function(e,i,n){return n=n||this._uiHash(),t.ui.plugin.call(this,e,[i,n]),"drag"===e&amp;&amp;(this.positionAbs=this._convertPositionTo("absolute")),t.Widget.prototype._trigger.call(this,e,i,n)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),t.ui.plugin.add("draggable","connectToSortable",{start:function(e,i){var n=t(this).data("ui-draggable"),r=n.options,s=t.extend({},i,{item:n.element});n.sortables=[],t(r.connectToSortable).each(function(){var i=t.data(this,"ui-sortable");i&amp;&amp;!i.options.disabled&amp;&amp;(n.sortables.push({instance:i,shouldRevert:i.options.revert}),i.refreshPositions(),i._trigger("activate",e,s))})},stop:function(e,i){var n=t(this).data("ui-draggable"),r=t.extend({},i,{item:n.element});t.each(n.sortables,function(){this.instance.isOver?(this.instance.isOver=0,n.cancelHelperRemoval=!0,this.instance.cancelHelperRemoval=!1,this.shouldRevert&amp;&amp;(this.instance.options.revert=this.shouldRevert),this.instance._mouseStop(e),this.instance.options.helper=this.instance.options._helper,"original"===n.options.helper&amp;&amp;this.instance.currentItem.css({top:"auto",left:"auto"})):(this.instance.cancelHelperRemoval=!1,this.instance._trigger("deactivate",e,r))})},drag:function(e,i){var n=t(this).data("ui-draggable"),r=this;t.each(n.sortables,function(){var s=!1,o=this;this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;(s=!0,t.each(n.sortables,function(){return this.instance.positionAbs=n.positionAbs,this.instance.helperProportions=n.helperProportions,this.instance.offset.click=n.offset.click,this!==o&amp;&amp;this.instance._intersectsWith(this.instance.containerCache)&amp;&amp;t.contains(o.instance.element[0],this.instance.element[0])&amp;&amp;(s=!1),s})),s?(this.instance.isOver||(this.instance.isOver=1,this.instance.currentItem=t(r).clone().removeAttr("id").appendTo(this.instance.element).data("ui-sortable-item",!0),this.instance.options._helper=this.instance.options.helper,this.instance.options.helper=function(){return i.helper[0]},e.target=this.instance.currentItem[0],this.instance._mouseCapture(e,!0),this.instance._mouseStart(e,!0,!0),this.instance.offset.click.top=n.offset.click.top,this.instance.offset.click.left=n.offset.click.left,this.instance.offset.parent.left-=n.offset.parent.left-this.instance.offset.parent.left,this.instance.offset.parent.top-=n.offset.parent.top-this.instance.offset.parent.top,n._trigger("toSortable",e),n.dropped=this.instance.element,n.currentItem=n.element,this.instance.fromOutside=n),this.instance.currentItem&amp;&amp;this.instance._mouseDrag(e)):this.instance.isOver&amp;&amp;(this.instance.isOver=0,this.instance.cancelHelperRemoval=!0,this.instance.options.revert=!1,this.instance._trigger("out",e,this.instance._uiHash(this.instance)),this.instance._mouseStop(e,!0),this.instance.options.helper=this.instance.options._helper,this.instance.currentItem.remove(),this.instance.placeholder&amp;&amp;this.instance.placeholder.remove(),n._trigger("fromSortable",e),n.dropped=!1)})}}),t.ui.plugin.add("draggable","cursor",{start:function(){var e=t("body"),i=t(this).data("ui-draggable").options;e.css("cursor")&amp;&amp;(i._cursor=e.css("cursor")),e.css("cursor",i.cursor)},stop:function(){var e=t(this).data("ui-draggable").options;e._cursor&amp;&amp;t("body").css("cursor",e._cursor)}}),t.ui.plugin.add("draggable","opacity",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("opacity")&amp;&amp;(r._opacity=n.css("opacity")),n.css("opacity",r.opacity)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._opacity&amp;&amp;t(i.helper).css("opacity",n._opacity)}}),t.ui.plugin.add("draggable","scroll",{start:function(){var e=t(this).data("ui-draggable");e.scrollParent[0]!==document&amp;&amp;"HTML"!==e.scrollParent[0].tagName&amp;&amp;(e.overflowOffset=e.scrollParent.offset())},drag:function(e){var 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e=t(this).data("ui-draggable"),i=e.options;e.snapElements=[],t(i.snap.constructor!==String?i.snap.items||":data(ui-draggable)":i.snap).each(function(){var i=t(this),n=i.offset();this!==e.element[0]&amp;&amp;e.snapElements.push({item:this,width:i.outerWidth(),height:i.outerHeight(),top:n.top,left:n.left})})},drag:function(e,i){var n,r,s,o,a,l,u,h,c,p,d=t(this).data("ui-draggable"),f=d.options,g=f.snapTolerance,m=i.offset.left,_=m+d.helperProportions.width,v=i.offset.top,y=v+d.helperProportions.height;for(c=d.snapElements.length-1;c&gt;=0;c--)a=d.snapElements[c].left,l=a+d.snapElements[c].width,u=d.snapElements[c].top,h=u+d.snapElements[c].height,a-g&gt;_||m&gt;l+g||u-g&gt;y||v&gt;h+g||!t.contains(d.snapElements[c].item.ownerDocument,d.snapElements[c].item)?(d.snapElements[c].snapping&amp;&amp;d.options.snap.release&amp;&amp;d.options.snap.release.call(d.element,e,t.extend(d._uiHash(),{snapItem:d.snapElements[c].item})),d.snapElements[c].snapping=!1):("inner"!==f.snapMode&amp;&amp;(n=Math.abs(u-y)&lt;=g,r=Math.abs(h-v)&lt;=g,s=Math.abs(a-_)&lt;=g,o=Math.abs(l-m)&lt;=g,n&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:u-d.helperProportions.height,left:0}).top-d.margins.top),r&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:h,left:0}).top-d.margins.top),s&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:a-d.helperProportions.width}).left-d.margins.left),o&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:l}).left-d.margins.left)),p=n||r||s||o,"outer"!==f.snapMode&amp;&amp;(n=Math.abs(u-v)&lt;=g,r=Math.abs(h-y)&lt;=g,s=Math.abs(a-m)&lt;=g,o=Math.abs(l-_)&lt;=g,n&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:u,left:0}).top-d.margins.top),r&amp;&amp;(i.position.top=d._convertPositionTo("relative",{top:h-d.helperProportions.height,left:0}).top-d.margins.top),s&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:a}).left-d.margins.left),o&amp;&amp;(i.position.left=d._convertPositionTo("relative",{top:0,left:l-d.helperProportions.width}).left-d.margins.left)),!d.snapElements[c].snapping&amp;&amp;(n||r||s||o||p)&amp;&amp;d.options.snap.snap&amp;&amp;d.options.snap.snap.call(d.element,e,t.extend(d._uiHash(),{snapItem:d.snapElements[c].item})),d.snapElements[c].snapping=n||r||s||o||p)}}),t.ui.plugin.add("draggable","stack",{start:function(){var e,i=this.data("ui-draggable").options,n=t.makeArray(t(i.stack)).sort(function(e,i){return(parseInt(t(e).css("zIndex"),10)||0)-(parseInt(t(i).css("zIndex"),10)||0)});n.length&amp;&amp;(e=parseInt(t(n[0]).css("zIndex"),10)||0,t(n).each(function(i){t(this).css("zIndex",e+i)}),this.css("zIndex",e+n.length))}}),t.ui.plugin.add("draggable","zIndex",{start:function(e,i){var n=t(i.helper),r=t(this).data("ui-draggable").options;n.css("zIndex")&amp;&amp;(r._zIndex=n.css("zIndex")),n.css("zIndex",r.zIndex)},stop:function(e,i){var n=t(this).data("ui-draggable").options;n._zIndex&amp;&amp;t(i.helper).css("zIndex",n._zIndex)}})}(n),function(t,e){function i(t,e,i){return t&gt;e&amp;&amp;e+i&gt;t}t.widget("ui.droppable",{version:"1.10.3",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var e=this.options,i=e.accept;this.isover=!1,this.isout=!0,this.accept=t.isFunction(i)?i:function(t){return t.is(i)},this.proportions={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight},t.ui.ddmanager.droppables[e.scope]=t.ui.ddmanager.droppables[e.scope]||[],t.ui.ddmanager.droppables[e.scope].push(this),e.addClasses&amp;&amp;this.element.addClass("ui-droppable")},_destroy:function(){for(var e=0,i=t.ui.ddmanager.droppables[this.options.scope];e&lt;i.length;e++)i[e]===this&amp;&amp;i.splice(e,1);this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(e,i){"accept"===e&amp;&amp;(this.accept=t.isFunction(i)?i:function(t){return t.is(i)}),t.Widget.prototype._setOption.apply(this,arguments)},_activate:function(e){var i=t.ui.ddmanager.current;this.options.activeClass&amp;&amp;this.element.addClass(this.options.activeClass),i&amp;&amp;this._trigger("activate",e,this.ui(i))},_deactivate:function(e){var i=t.ui.ddmanager.current;this.options.activeClass&amp;&amp;this.element.removeClass(this.options.activeClass),i&amp;&amp;this._trigger("deactivate",e,this.ui(i))},_over:function(e){var i=t.ui.ddmanager.current;i&amp;&amp;(i.currentItem||i.element)[0]!==this.element[0]&amp;&amp;this.accept.call(this.element[0],i.currentItem||i.element)&amp;&amp;(this.options.hoverClass&amp;&amp;this.element.addClass(this.options.hoverClass),this._trigger("over",e,this.ui(i)))},_out:function(e){var i=t.ui.ddmanager.current;i&amp;&amp;(i.currentItem||i.element)[0]!==this.element[0]&amp;&amp;this.accept.call(this.element[0],i.currentItem||i.element)&amp;&amp;(this.options.hoverClass&amp;&amp;this.element.removeClass(this.options.hoverClass),this._trigger("out",e,this.ui(i)))},_drop:function(e,i){var n=i||t.ui.ddmanager.current,r=!1;return n&amp;&amp;(n.currentItem||n.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var e=t.data(this,"ui-droppable");return e.options.greedy&amp;&amp;!e.options.disabled&amp;&amp;e.options.scope===n.options.scope&amp;&amp;e.accept.call(e.element[0],n.currentItem||n.element)&amp;&amp;t.ui.intersect(n,t.extend(e,{offset:e.element.offset()}),e.options.tolerance)?(r=!0,!1):void 0}),r?!1:this.accept.call(this.element[0],n.currentItem||n.element)?(this.options.activeClass&amp;&amp;this.element.removeClass(this.options.activeClass),this.options.hoverClass&amp;&amp;this.element.removeClass(this.options.hoverClass),this._trigger("drop",e,this.ui(n)),this.element):!1):!1},ui:function(t){return{draggable:t.currentItem||t.element,helper:t.helper,position:t.position,offset:t.positionAbs}}}),t.ui.intersect=function(t,e,n){if(!e.offset)return!1;var r,s,o=(t.positionAbs||t.position.absolute).left,a=o+t.helperProportions.width,l=(t.positionAbs||t.position.absolute).top,u=l+t.helperProportions.height,h=e.offset.left,c=h+e.proportions.width,p=e.offset.top,d=p+e.proportions.height;switch(n){case"fit":
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n,r,s=t.ui.ddmanager.droppables[e.options.scope]||[],o=i?i.type:null,a=(e.currentItem||e.element).find(":data(ui-droppable)").addBack();t:for(n=0;n&lt;s.length;n++)if(!(s[n].options.disabled||e&amp;&amp;!s[n].accept.call(s[n].element[0],e.currentItem||e.element))){for(r=0;r&lt;a.length;r++)if(a[r]===s[n].element[0]){s[n].proportions.height=0;continue t}s[n].visible="none"!==s[n].element.css("display"),s[n].visible&amp;&amp;("mousedown"===o&amp;&amp;s[n]._activate.call(s[n],i),s[n].offset=s[n].element.offset(),s[n].proportions={width:s[n].element[0].offsetWidth,height:s[n].element[0].offsetHeight})}},drop:function(e,i){var n=!1;return t.each((t.ui.ddmanager.droppables[e.options.scope]||[]).slice(),function(){this.options&amp;&amp;(!this.options.disabled&amp;&amp;this.visible&amp;&amp;t.ui.intersect(e,this,this.options.tolerance)&amp;&amp;(n=this._drop.call(this,i)||n),!this.options.disabled&amp;&amp;this.visible&amp;&amp;this.accept.call(this.element[0],e.currentItem||e.element)&amp;&amp;(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),n},dragStart:function(e,i){e.element.parentsUntil("body").bind("scroll.droppable",function(){e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)})},drag:function(e,i){e.options.refreshPositions&amp;&amp;t.ui.ddmanager.prepareOffsets(e,i),t.each(t.ui.ddmanager.droppables[e.options.scope]||[],function(){if(!this.options.disabled&amp;&amp;!this.greedyChild&amp;&amp;this.visible){var n,r,s,o=t.ui.intersect(e,this,this.options.tolerance),a=!o&amp;&amp;this.isover?"isout":o&amp;&amp;!this.isover?"isover":null;a&amp;&amp;(this.options.greedy&amp;&amp;(r=this.options.scope,s=this.element.parents(":data(ui-droppable)").filter(function(){return t.data(this,"ui-droppable").options.scope===r}),s.length&amp;&amp;(n=t.data(s[0],"ui-droppable"),n.greedyChild="isover"===a)),n&amp;&amp;"isover"===a&amp;&amp;(n.isover=!1,n.isout=!0,n._out.call(n,i)),this[a]=!0,this["isout"===a?"isover":"isout"]=!1,this["isover"===a?"_over":"_out"].call(this,i),n&amp;&amp;"isout"===a&amp;&amp;(n.isout=!1,n.isover=!0,n._over.call(n,i)))}})},dragStop:function(e,i){e.element.parentsUntil("body").unbind("scroll.droppable"),e.options.refreshPositions||t.ui.ddmanager.prepareOffsets(e,i)}}}(n),function(t,e){function i(t){return parseInt(t,10)||0}function n(t){return!isNaN(parseInt(t,10))}t.widget("ui.resizable",t.ui.mouse,{version:"1.10.3",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_create:function(){var e,i,n,r,s,o=this,a=this.options;if(this.element.addClass("ui-resizable"),t.extend(this,{_aspectRatio:!!a.aspectRatio,aspectRatio:a.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:a.helper||a.ghost||a.animate?a.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/canvas|textarea|input|select|button|img/i)&amp;&amp;(this.element.wrap(t("&lt;div class='ui-wrapper' style='overflow: 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class='ui-resizable-handle "+s+"'&gt;&lt;/div&gt;"),r.css({zIndex:a.zIndex}),"se"===n&amp;&amp;r.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[n]=".ui-resizable-"+n,this.element.append(r);this._renderAxis=function(e){var i,n,r,s;e=e||this.element;for(i in this.handles)this.handles[i].constructor===String&amp;&amp;(this.handles[i]=t(this.handles[i],this.element).show()),this.elementIsWrapper&amp;&amp;this.originalElement[0].nodeName.match(/textarea|input|select|button/i)&amp;&amp;(n=t(this.handles[i],this.element),s=/sw|ne|nw|se|n|s/.test(i)?n.outerHeight():n.outerWidth(),r=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),e.css(r,s),this._proportionallyResize()),t(this.handles[i]).length},this._renderAxis(this.element),this._handles=t(".ui-resizable-handle",this.element).disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&amp;&amp;(r=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=r&amp;&amp;r[1]?r[1]:"se")}),a.autoHide&amp;&amp;(this._handles.hide(),t(this.element).addClass("ui-resizable-autohide").mouseenter(function(){a.disabled||(t(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){a.disabled||o.resizing||(t(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var e,i=function(e){t(e).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&amp;&amp;(i(this.element),e=this.element,this.originalElement.css({position:e.css("position"),width:e.outerWidth(),height:e.outerHeight(),top:e.css("top"),left:e.css("left")}).insertAfter(e),e.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(e){var i,n,r=!1;for(i in this.handles)n=t(this.handles[i])[0],(n===e.target||t.contains(n,e.target))&amp;&amp;(r=!0);return!this.options.disabled&amp;&amp;r},_mouseStart:function(e){var n,r,s,o=this.options,a=this.element.position(),l=this.element;return this.resizing=!0,/absolute/.test(l.css("position"))?l.css({position:"absolute",top:l.css("top"),left:l.css("left")}):l.is(".ui-draggable")&amp;&amp;l.css({position:"absolute",top:a.top,left:a.left}),this._renderProxy(),n=i(this.helper.css("left")),r=i(this.helper.css("top")),o.containment&amp;&amp;(n+=t(o.containment).scrollLeft()||0,r+=t(o.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:n,top:r},this.size=this._helper?{width:l.outerWidth(),height:l.outerHeight()}:{width:l.width(),height:l.height()},this.originalSize=this._helper?{width:l.outerWidth(),height:l.outerHeight()}:{width:l.width(),height:l.height()},this.originalPosition={left:n,top:r},this.sizeDiff={width:l.outerWidth()-l.width(),height:l.outerHeight()-l.height()},this.originalMousePosition={left:e.pageX,top:e.pageY},this.aspectRatio="number"==typeof o.aspectRatio?o.aspectRatio:this.originalSize.width/this.originalSize.height||1,s=t(".ui-resizable-"+this.axis).css("cursor"),t("body").css("cursor","auto"===s?this.axis+"-resize":s),l.addClass("ui-resizable-resizing"),this._propagate("start",e),!0},_mouseDrag:function(e){var i,n=this.helper,r={},s=this.originalMousePosition,o=this.axis,a=this.position.top,l=this.position.left,u=this.size.width,h=this.size.height,c=e.pageX-s.left||0,p=e.pageY-s.top||0,d=this._change[o];return d?(i=d.apply(this,[e,c,p]),this._updateVirtualBoundaries(e.shiftKey),(this._aspectRatio||e.shiftKey)&amp;&amp;(i=this._updateRatio(i,e)),i=this._respectSize(i,e),this._updateCache(i),this._propagate("resize",e),this.position.top!==a&amp;&amp;(r.top=this.position.top+"px"),this.position.left!==l&amp;&amp;(r.left=this.position.left+"px"),this.size.width!==u&amp;&amp;(r.width=this.size.width+"px"),this.size.height!==h&amp;&amp;(r.height=this.size.height+"px"),n.css(r),!this._helper&amp;&amp;this._proportionallyResizeElements.length&amp;&amp;this._proportionallyResize(),t.isEmptyObject(r)||this._trigger("resize",e,this.ui()),!1):!1},_mouseStop:function(e){this.resizing=!1;var i,n,r,s,o,a,l,u=this.options,h=this;return this._helper&amp;&amp;(i=this._proportionallyResizeElements,n=i.length&amp;&amp;/textarea/i.test(i[0].nodeName),r=n&amp;&amp;t.ui.hasScroll(i[0],"left")?0:h.sizeDiff.height,s=n?0:h.sizeDiff.width,o={width:h.helper.width()-s,height:h.helper.height()-r},a=parseInt(h.element.css("left"),10)+(h.position.left-h.originalPosition.left)||null,l=parseInt(h.element.css("top"),10)+(h.position.top-h.originalPosition.top)||null,u.animate||this.element.css(t.extend(o,{top:l,left:a})),h.helper.height(h.size.height),h.helper.width(h.size.width),this._helper&amp;&amp;!u.animate&amp;&amp;this._proportionallyResize()),t("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",e),this._helper&amp;&amp;this.helper.remove(),!1},_updateVirtualBoundaries:function(t){var 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i=t(this).data("ui-resizable"),n=i.options,r=i._proportionallyResizeElements,s=r.length&amp;&amp;/textarea/i.test(r[0].nodeName),o=s&amp;&amp;t.ui.hasScroll(r[0],"left")?0:i.sizeDiff.height,a=s?0:i.sizeDiff.width,l={width:i.size.width-a,height:i.size.height-o},u=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,h=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(t.extend(l,h&amp;&amp;u?{top:h,left:u}:{}),{duration:n.animateDuration,easing:n.animateEasing,step:function(){var n={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};r&amp;&amp;r.length&amp;&amp;t(r[0]).css({width:n.width,height:n.height}),i._updateCache(n),i._propagate("resize",e)}})}}),t.ui.plugin.add("resizable","containment",{start:function(){var e,n,r,s,o,a,l,u=t(this).data("ui-resizable"),h=u.options,c=u.element,p=h.containment,d=p instanceof t?p.get(0):/parent/.test(p)?c.parent().get(0):p;d&amp;&amp;(u.containerElement=t(d),/document/.test(p)||p===document?(u.containerOffset={left:0,top:0},u.containerPosition={left:0,top:0},u.parentData={element:t(document),left:0,top:0,width:t(document).width(),height:t(document).height()||document.body.parentNode.scrollHeight}):(e=t(d),n=[],t(["Top","Right","Left","Bottom"]).each(function(t,r){n[t]=i(e.css("padding"+r))}),u.containerOffset=e.offset(),u.containerPosition=e.position(),u.containerSize={height:e.innerHeight()-n[3],width:e.innerWidth()-n[1]},r=u.containerOffset,s=u.containerSize.height,o=u.containerSize.width,a=t.ui.hasScroll(d,"left")?d.scrollWidth:o,l=t.ui.hasScroll(d)?d.scrollHeight:s,u.parentData={element:d,left:r.left,top:r.top,width:a,height:l}))},resize:function(e){var i,n,r,s,o=t(this).data("ui-resizable"),a=o.options,l=o.containerOffset,u=o.position,h=o._aspectRatio||e.shiftKey,c={top:0,left:0},p=o.containerElement;p[0]!==document&amp;&amp;/static/.test(p.css("position"))&amp;&amp;(c=l),u.left&lt;(o._helper?l.left:0)&amp;&amp;(o.size.width=o.size.width+(o._helper?o.position.left-l.left:o.position.left-c.left),h&amp;&amp;(o.size.height=o.size.width/o.aspectRatio),o.position.left=a.helper?l.left:0),u.top&lt;(o._helper?l.top:0)&amp;&amp;(o.size.height=o.size.height+(o._helper?o.position.top-l.top:o.position.top),h&amp;&amp;(o.size.width=o.size.height*o.aspectRatio),o.position.top=o._helper?l.top:0),o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top,i=Math.abs((o._helper?o.offset.left-c.left:o.offset.left-c.left)+o.sizeDiff.width),n=Math.abs((o._helper?o.offset.top-c.top:o.offset.top-l.top)+o.sizeDiff.height),r=o.containerElement.get(0)===o.element.parent().get(0),s=/relative|absolute/.test(o.containerElement.css("position")),r&amp;&amp;s&amp;&amp;(i-=o.parentData.left),i+o.size.width&gt;=o.parentData.width&amp;&amp;(o.size.width=o.parentData.width-i,h&amp;&amp;(o.size.height=o.size.width/o.aspectRatio)),n+o.size.height&gt;=o.parentData.height&amp;&amp;(o.size.height=o.parentData.height-n,h&amp;&amp;(o.size.width=o.size.height*o.aspectRatio))},stop:function(){var 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i.alsoResize||i.alsoResize.parentNode?n(i.alsoResize):i.alsoResize.length?(i.alsoResize=i.alsoResize[0],n(i.alsoResize)):t.each(i.alsoResize,function(t){n(t)})},resize:function(e,i){var n=t(this).data("ui-resizable"),r=n.options,s=n.originalSize,o=n.originalPosition,a={height:n.size.height-s.height||0,width:n.size.width-s.width||0,top:n.position.top-o.top||0,left:n.position.left-o.left||0},l=function(e,n){t(e).each(function(){var e=t(this),r=t(this).data("ui-resizable-alsoresize"),s={},o=n&amp;&amp;n.length?n:e.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];t.each(o,function(t,e){var i=(r[e]||0)+(a[e]||0);i&amp;&amp;i&gt;=0&amp;&amp;(s[e]=i||null)}),e.css(s)})};"object"!=typeof r.alsoResize||r.alsoResize.nodeType?l(r.alsoResize):t.each(r.alsoResize,function(t,e){l(t,e)})},stop:function(){t(this).removeData("resizable-alsoresize")}}),t.ui.plugin.add("resizable","ghost",{start:function(){var e=t(this).data("ui-resizable"),i=e.options,n=e.size;e.ghost=e.originalElement.clone(),e.ghost.css({opacity:.25,display:"block",position:"relative",height:n.height,width:n.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),e.ghost.appendTo(e.helper)},resize:function(){var e=t(this).data("ui-resizable");e.ghost&amp;&amp;e.ghost.css({position:"relative",height:e.size.height,width:e.size.width})},stop:function(){var e=t(this).data("ui-resizable");e.ghost&amp;&amp;e.helper&amp;&amp;e.helper.get(0).removeChild(e.ghost.get(0))}}),t.ui.plugin.add("resizable","grid",{resize:function(){var e=t(this).data("ui-resizable"),i=e.options,n=e.size,r=e.originalSize,s=e.originalPosition,o=e.axis,a="number"==typeof 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i=this,n=this.options;this.opos=[e.pageX,e.pageY],this.options.disabled||(this.selectees=t(n.filter,this.element[0]),this._trigger("start",e),t(n.appendTo).append(this.helper),this.helper.css({left:e.pageX,top:e.pageY,width:0,height:0}),n.autoRefresh&amp;&amp;this.refresh(),this.selectees.filter(".ui-selected").each(function(){var n=t.data(this,"selectable-item");n.startselected=!0,e.metaKey||e.ctrlKey||(n.$element.removeClass("ui-selected"),n.selected=!1,n.$element.addClass("ui-unselecting"),n.unselecting=!0,i._trigger("unselecting",e,{unselecting:n.element}))}),t(e.target).parents().addBack().each(function(){var n,r=t.data(this,"selectable-item");return r?(n=!e.metaKey&amp;&amp;!e.ctrlKey||!r.$element.hasClass("ui-selected"),r.$element.removeClass(n?"ui-unselecting":"ui-selected").addClass(n?"ui-selecting":"ui-unselecting"),r.unselecting=!n,r.selecting=n,r.selected=n,n?i._trigger("selecting",e,{selecting:r.element}):i._trigger("unselecting",e,{unselecting:r.element}),!1):void 0}))},_mouseDrag:function(e){if(this.dragged=!0,!this.options.disabled){var i,n=this,r=this.options,s=this.opos[0],o=this.opos[1],a=e.pageX,l=e.pageY;return s&gt;a&amp;&amp;(i=a,a=s,s=i),o&gt;l&amp;&amp;(i=l,l=o,o=i),this.helper.css({left:s,top:o,width:a-s,height:l-o}),this.selectees.each(function(){var i=t.data(this,"selectable-item"),u=!1;i&amp;&amp;i.element!==n.element[0]&amp;&amp;("touch"===r.tolerance?u=!(i.left&gt;a||i.right&lt;s||i.top&gt;l||i.bottom&lt;o):"fit"===r.tolerance&amp;&amp;(u=i.left&gt;s&amp;&amp;i.right&lt;a&amp;&amp;i.top&gt;o&amp;&amp;i.bottom&lt;l),u?(i.selected&amp;&amp;(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&amp;&amp;(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,n._trigger("selecting",e,{selecting:i.element}))):(i.selecting&amp;&amp;((e.metaKey||e.ctrlKey)&amp;&amp;i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&amp;&amp;(i.$element.addClass("ui-unselecting"),i.unselecting=!0),n._trigger("unselecting",e,{unselecting:i.element}))),i.selected&amp;&amp;(e.metaKey||e.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,n._trigger("unselecting",e,{unselecting:i.element})))))}),!1}},_mouseStop:function(e){var 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this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(e),t(e.target).parents().each(function(){return t.data(this,s.widgetName+"-item")===s?(n=t(this),!1):void 0}),t.data(e.target,s.widgetName+"-item")===s&amp;&amp;(n=t(e.target)),n&amp;&amp;(!this.options.handle||i||(t(this.options.handle,n).find("*").addBack().each(function(){this===e.target&amp;&amp;(r=!0)}),r))?(this.currentItem=n,this._removeCurrentsFromItems(),!0):!1)},_mouseStart:function(e,i,n){var r,s,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(e),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,o.cursorAt&amp;&amp;this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&amp;&amp;this.currentItem.hide(),this._createPlaceholder(),o.containment&amp;&amp;this._setContainment(),o.cursor&amp;&amp;"auto"!==o.cursor&amp;&amp;(s=this.document.find("body"),this.storedCursor=s.css("cursor"),s.css("cursor",o.cursor),this.storedStylesheet=t("&lt;style&gt;*{ cursor: "+o.cursor+" !important; }&lt;/style&gt;").appendTo(s)),o.opacity&amp;&amp;(this.helper.css("opacity")&amp;&amp;(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&amp;&amp;(this.helper.css("zIndex")&amp;&amp;(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName&amp;&amp;(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",e,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!n)for(r=this.containers.length-1;r&gt;=0;r--)this.containers[r]._trigger("activate",e,this._uiHash(this));return t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(e),!0},_mouseDrag:function(e){var i,n,r,s,o=this.options,a=!1;for(this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&amp;&amp;(this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-e.pageY&lt;o.scrollSensitivity?this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop+o.scrollSpeed:e.pageY-this.overflowOffset.top&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-e.pageX&lt;o.scrollSensitivity?this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft+o.scrollSpeed:e.pageX-this.overflowOffset.left&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(e.pageY-t(document).scrollTop()&lt;o.scrollSensitivity?a=t(document).scrollTop(t(document).scrollTop()-o.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollTop(t(document).scrollTop()+o.scrollSpeed)),e.pageX-t(document).scrollLeft()&lt;o.scrollSensitivity?a=t(document).scrollLeft(t(document).scrollLeft()-o.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollLeft(t(document).scrollLeft()+o.scrollSpeed))),a!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i&gt;=0;i--)if(n=this.items[i],r=n.item[0],s=this._intersectsWithPointer(n),s&amp;&amp;n.instance===this.currentContainer&amp;&amp;r!==this.currentItem[0]&amp;&amp;this.placeholder[1===s?"next":"prev"]()[0]!==r&amp;&amp;!t.contains(this.placeholder[0],r)&amp;&amp;("semi-dynamic"===this.options.type?!t.contains(this.element[0],r):!0)){if(this.direction=1===s?"down":"up","pointer"!==this.options.tolerance&amp;&amp;!this._intersectsWithSides(n))break;this._rearrange(e,n),this._trigger("change",e,this._uiHash());break}return this._contactContainers(e),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),this._trigger("sort",e,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(e,i){if(e){if(t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;t.ui.ddmanager.drop(this,e),this.options.revert){var n=this,r=this.placeholder.offset(),s=this.options.axis,o={};s&amp;&amp;"x"!==s||(o.left=r.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollLeft)),s&amp;&amp;"y"!==s||(o.top=r.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,t(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){n._clear(e)})}else this._clear(e,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var e=this.containers.length-1;e&gt;=0;e--)this.containers[e]._trigger("deactivate",null,this._uiHash(this)),this.containers[e].containerCache.over&amp;&amp;(this.containers[e]._trigger("out",null,this._uiHash(this)),this.containers[e].containerCache.over=0)}return this.placeholder&amp;&amp;(this.placeholder[0].parentNode&amp;&amp;this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&amp;&amp;this.helper&amp;&amp;this.helper[0].parentNode&amp;&amp;this.helper.remove(),t.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?t(this.domPosition.prev).after(this.currentItem):t(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},t(i).each(function(){var i=(t(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);i&amp;&amp;n.push((e.key||i[1]+"[]")+"="+(e.key&amp;&amp;e.expression?i[1]:i[2]))}),!n.length&amp;&amp;e.key&amp;&amp;n.push(e.key+"="),n.join("&amp;")},toArray:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},i.each(function(){n.push(t(e.item||this).attr(e.attribute||"id")||"")}),n},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,n=this.positionAbs.top,r=n+this.helperProportions.height,s=t.left,o=s+t.width,a=t.top,l=a+t.height,u=this.offset.click.top,h=this.offset.click.left,c="x"===this.options.axis||n+u&gt;a&amp;&amp;l&gt;n+u,p="y"===this.options.axis||e+h&gt;s&amp;&amp;o&gt;e+h,d=c&amp;&amp;p;
return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&amp;&amp;this.helperProportions[this.floating?"width":"height"]&gt;t[this.floating?"width":"height"]?d:s&lt;e+this.helperProportions.width/2&amp;&amp;i-this.helperProportions.width/2&lt;o&amp;&amp;a&lt;n+this.helperProportions.height/2&amp;&amp;r-this.helperProportions.height/2&lt;l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||i(this.positionAbs.top+this.offset.click.top,t.top,t.height),n="y"===this.options.axis||i(this.positionAbs.left+this.offset.click.left,t.left,t.width),r=e&amp;&amp;n,s=this._getDragVerticalDirection(),o=this._getDragHorizontalDirection();return r?this.floating?o&amp;&amp;"right"===o||"down"===s?2:1:s&amp;&amp;("down"===s?2:1):!1},_intersectsWithSides:function(t){var e=i(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),n=i(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),r=this._getDragVerticalDirection(),s=this._getDragHorizontalDirection();return this.floating&amp;&amp;s?"right"===s&amp;&amp;n||"left"===s&amp;&amp;!n:r&amp;&amp;("down"===r&amp;&amp;e||"up"===r&amp;&amp;!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!==t&amp;&amp;(t&gt;0?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!==t&amp;&amp;(t&gt;0?"right":"left")},refresh:function(t){return this._refreshItems(t),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(e){var i,n,r,s,o=[],a=[],l=this._connectWith();if(l&amp;&amp;e)for(i=l.length-1;i&gt;=0;i--)for(r=t(l[i]),n=r.length-1;n&gt;=0;n--)s=t.data(r[n],this.widgetFullName),s&amp;&amp;s!==this&amp;&amp;!s.options.disabled&amp;&amp;a.push([t.isFunction(s.options.items)?s.options.items.call(s.element):t(s.options.items,s.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),s]);for(a.push([t.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):t(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),i=a.length-1;i&gt;=0;i--)a[i][0].each(function(){o.push(this)});return t(o)},_removeCurrentsFromItems:function(){var e=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=t.grep(this.items,function(t){for(var i=0;i&lt;e.length;i++)if(e[i]===t.item[0])return!1;return!0})},_refreshItems:function(e){this.items=[],this.containers=[this];var i,n,r,s,o,a,l,u,h=this.items,c=[[t.isFunction(this.options.items)?this.options.items.call(this.element[0],e,{item:this.currentItem}):t(this.options.items,this.element),this]],p=this._connectWith();if(p&amp;&amp;this.ready)for(i=p.length-1;i&gt;=0;i--)for(r=t(p[i]),n=r.length-1;n&gt;=0;n--)s=t.data(r[n],this.widgetFullName),s&amp;&amp;s!==this&amp;&amp;!s.options.disabled&amp;&amp;(c.push([t.isFunction(s.options.items)?s.options.items.call(s.element[0],e,{item:this.currentItem}):t(s.options.items,s.element),s]),this.containers.push(s));for(i=c.length-1;i&gt;=0;i--)for(o=c[i][1],a=c[i][0],n=0,u=a.length;u&gt;n;n++)l=t(a[n]),l.data(this.widgetName+"-item",o),h.push({item:l,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(e){this.offsetParent&amp;&amp;this.helper&amp;&amp;(this.offset.parent=this._getParentOffset());var i,n,r,s;for(i=this.items.length-1;i&gt;=0;i--)n=this.items[i],n.instance!==this.currentContainer&amp;&amp;this.currentContainer&amp;&amp;n.item[0]!==this.currentItem[0]||(r=this.options.toleranceElement?t(this.options.toleranceElement,n.item):n.item,e||(n.width=r.outerWidth(),n.height=r.outerHeight()),s=r.offset(),n.left=s.left,n.top=s.top);if(this.options.custom&amp;&amp;this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i&gt;=0;i--)s=this.containers[i].element.offset(),this.containers[i].containerCache.left=s.left,this.containers[i].containerCache.top=s.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(e){e=e||this;var i,n=e.options;n.placeholder&amp;&amp;n.placeholder.constructor!==String||(i=n.placeholder,n.placeholder={element:function(){var n=e.currentItem[0].nodeName.toLowerCase(),r=t("&lt;"+n+"&gt;",e.document[0]).addClass(i||e.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tr"===n?e.currentItem.children().each(function(){t("&lt;td&gt;&amp;#160;&lt;/td&gt;",e.document[0]).attr("colspan",t(this).attr("colspan")||1).appendTo(r)}):"img"===n&amp;&amp;r.attr("src",e.currentItem.attr("src")),i||r.css("visibility","hidden"),r},update:function(t,r){(!i||n.forcePlaceholderSize)&amp;&amp;(r.height()||r.height(e.currentItem.innerHeight()-parseInt(e.currentItem.css("paddingTop")||0,10)-parseInt(e.currentItem.css("paddingBottom")||0,10)),r.width()||r.width(e.currentItem.innerWidth()-parseInt(e.currentItem.css("paddingLeft")||0,10)-parseInt(e.currentItem.css("paddingRight")||0,10)))}}),e.placeholder=t(n.placeholder.element.call(e.element,e.currentItem)),e.currentItem.after(e.placeholder),n.placeholder.update(e,e.placeholder)},_contactContainers:function(e){var r,s,o,a,l,u,h,c,p,d,f=null,g=null;for(r=this.containers.length-1;r&gt;=0;r--)if(!t.contains(this.currentItem[0],this.containers[r].element[0]))if(this._intersectsWith(this.containers[r].containerCache)){if(f&amp;&amp;t.contains(this.containers[r].element[0],f.element[0]))continue;f=this.containers[r],g=r}else this.containers[r].containerCache.over&amp;&amp;(this.containers[r]._trigger("out",e,this._uiHash(this)),this.containers[r].containerCache.over=0);if(f)if(1===this.containers.length)this.containers[g].containerCache.over||(this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1);else{for(o=1e4,a=null,d=f.floating||n(this.currentItem),l=d?"left":"top",u=d?"width":"height",h=this.positionAbs[l]+this.offset.click[l],s=this.items.length-1;s&gt;=0;s--)t.contains(this.containers[g].element[0],this.items[s].item[0])&amp;&amp;this.items[s].item[0]!==this.currentItem[0]&amp;&amp;(!d||i(this.positionAbs.top+this.offset.click.top,this.items[s].top,this.items[s].height))&amp;&amp;(c=this.items[s].item.offset()[l],p=!1,Math.abs(c-h)&gt;Math.abs(c+this.items[s][u]-h)&amp;&amp;(p=!0,c+=this.items[s][u]),Math.abs(c-h)&lt;o&amp;&amp;(o=Math.abs(c-h),a=this.items[s],this.direction=p?"up":"down"));if(!a&amp;&amp;!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[g])return;a?this._rearrange(e,a,null,!0):this._rearrange(e,null,this.containers[g].element,!0),this._trigger("change",e,this._uiHash()),this.containers[g]._trigger("change",e,this._uiHash(this)),this.currentContainer=this.containers[g],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1}},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return n.parents("body").length||t("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(n[0]),n[0]===this.currentItem[0]&amp;&amp;(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!n[0].style.width||i.forceHelperSize)&amp;&amp;n.width(this.currentItem.width()),(!n[0].style.height||i.forceHelperSize)&amp;&amp;n.height(this.currentItem.height()),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;"parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),("document"===r.containment||"window"===r.containment)&amp;&amp;(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,t("document"===r.containment?document:window).width()-this.helperProportions.width-this.margins.left,(t("document"===r.containment?document:window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(r.containment)||(e=t(r.containment)[0],i=t(r.containment).offset(),n="hidden"!==t(e).css("overflow"),this.containment=[i.left+(parseInt(t(e).css("borderLeftWidth"),10)||0)+(parseInt(t(e).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(t(e).css("borderTopWidth"),10)||0)+(parseInt(t(e).css("paddingTop"),10)||0)-this.margins.top,i.left+(n?Math.max(e.scrollWidth,e.offsetWidth):e.offsetWidth)-(parseInt(t(e).css("borderLeftWidth"),10)||0)-(parseInt(t(e).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(n?Math.max(e.scrollHeight,e.offsetHeight):e.offsetHeight)-(parseInt(t(e).css("borderTopWidth"),10)||0)-(parseInt(t(e).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,s=/(html|body)/i.test(r[0].tagName);return{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():s?0:r.scrollTop())*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():s?0:r.scrollLeft())*n}},_generatePosition:function(e){var 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t.each(["em","px","%","pt"],function(t,e){i.indexOf(e)&gt;0&amp;&amp;(n=[parseFloat(i),e])}),n}})}(),function(){var e={};t.each(["Quad","Cubic","Quart","Quint","Expo"],function(t,i){e[i]=function(e){return Math.pow(e,t+2)}}),t.extend(e,{Sine:function(t){return 1-Math.cos(t*Math.PI/2)},Circ:function(t){return 1-Math.sqrt(1-t*t)},Elastic:function(t){return 0===t||1===t?t:-Math.pow(2,8*(t-1))*Math.sin((80*(t-1)-7.5)*Math.PI/15)},Back:function(t){return t*t*(3*t-2)},Bounce:function(t){for(var e,i=4;t&lt;((e=Math.pow(2,--i))-1)/11;);return 1/Math.pow(4,3-i)-7.5625*Math.pow((3*e-2)/22-t,2)}}),t.each(e,function(e,i){t.easing["easeIn"+e]=i,t.easing["easeOut"+e]=function(t){return 1-i(1-t)},t.easing["easeInOut"+e]=function(t){return.5&gt;t?i(2*t)/2:1-i(-2*t+2)/2}})}()}(n),function(t,e){var 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e=this.options.icons;e&amp;&amp;(t("&lt;span&gt;").addClass("ui-accordion-header-icon ui-icon "+e.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(e.header).addClass(e.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var t;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-helper-reset ui-state-default ui-corner-all ui-state-active ui-state-disabled 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i=e.newPanel,n=this.prevShow.length?this.prevShow:e.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=n,this.options.animate?this._animate(i,n,e):(n.hide(),i.show(),this._toggleComplete(e)),n.attr({"aria-expanded":"false","aria-hidden":"true"}),n.prev().attr("aria-selected","false"),i.length&amp;&amp;n.length?n.prev().attr("tabIndex",-1):i.length&amp;&amp;this.headers.filter(function(){return 0===t(this).attr("tabIndex")}).attr("tabIndex",-1),i.attr({"aria-expanded":"true","aria-hidden":"false"}).prev().attr({"aria-selected":"true",tabIndex:0})},_animate:function(t,e,i){var s,o,a,l=this,u=0,h=t.length&amp;&amp;(!e.length||t.index()&lt;e.index()),c=this.options.animate||{},p=h&amp;&amp;c.down||c,d=function(){l._toggleComplete(i)};return"number"==typeof p&amp;&amp;(a=p),"string"==typeof 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s.ESCAPE:this.menu.element.is(":visible")&amp;&amp;(this._value(this.term),this.close(r),r.preventDefault());break;default:i=!0,this._searchTimeout(r)}},keypress:function(n){if(e)return e=!1,void((!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;n.preventDefault());if(!i){var r=t.ui.keyCode;switch(n.keyCode){case r.PAGE_UP:this._move("previousPage",n);break;case r.PAGE_DOWN:this._move("nextPage",n);break;case r.UP:this._keyEvent("previous",n);break;case r.DOWN:this._keyEvent("next",n)}}},input:function(t){return n?(n=!1,void t.preventDefault()):void this._searchTimeout(t)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(clearTimeout(this.searching),this.close(t),void this._change(t))}}),this._initSource(),this.menu=t("&lt;ul&gt;").addClass("ui-autocomplete 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i=e.item.data("ui-autocomplete-item"),n=this.previous;this.element[0]!==this.document[0].activeElement&amp;&amp;(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n,this.selectedItem=i})),!1!==this._trigger("select",t,{item:i})&amp;&amp;this._value(i.value),this.term=this._value(),this.close(t),this.selectedItem=i}}),this.liveRegion=t("&lt;span&gt;",{role:"status","aria-live":"polite"}).addClass("ui-helper-hidden-accessible").insertBefore(this.element),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(t,e){this._super(t,e),"source"===t&amp;&amp;this._initSource(),"appendTo"===t&amp;&amp;this.menu.element.appendTo(this._appendTo()),"disabled"===t&amp;&amp;e&amp;&amp;this.xhr&amp;&amp;this.xhr.abort()},_appendTo:function(){var e=this.options.appendTo;return e&amp;&amp;(e=e.jquery||e.nodeType?t(e):this.document.find(e).eq(0)),e||(e=this.element.closest(".ui-front")),e.length||(e=this.document[0].body),e},_initSource:function(){var e,i,n=this;t.isArray(this.options.source)?(e=this.options.source,this.source=function(i,n){n(t.ui.autocomplete.filter(e,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(e,r){n.xhr&amp;&amp;n.xhr.abort(),n.xhr=t.ajax({url:i,data:e,dataType:"json",success:function(t){r(t)},error:function(){r([])}})}):this.source=this.options.source},_searchTimeout:function(t){clearTimeout(this.searching),this.searching=this._delay(function(){this.term!==this._value()&amp;&amp;(this.selectedItem=null,this.search(null,t))},this.options.delay)},search:function(t,e){return t=null!=t?t:this._value(),this.term=this._value(),t.length&lt;this.options.minLength?this.close(e):this._trigger("search",e)!==!1?this._search(t):void 0},_search:function(t){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:t},this._response())},_response:function(){var t=this,e=++i;return function(n){e===i&amp;&amp;t.__response(n),t.pending--,t.pending||t.element.removeClass("ui-autocomplete-loading")}},__response:function(t){t&amp;&amp;(t=this._normalize(t)),this._trigger("response",null,{content:t}),!this.options.disabled&amp;&amp;t&amp;&amp;t.length&amp;&amp;!this.cancelSearch?(this._suggest(t),this._trigger("open")):this._close()},close:function(t){this.cancelSearch=!0,this._close(t)},_close:function(t){this.menu.element.is(":visible")&amp;&amp;(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",t))},_change:function(t){this.previous!==this._value()&amp;&amp;this._trigger("change",t,{item:this.selectedItem})},_normalize:function(e){return e.length&amp;&amp;e[0].label&amp;&amp;e[0].value?e:t.map(e,function(e){return"string"==typeof e?{label:e,value:e}:t.extend({label:e.label||e.value,value:e.value||e.label},e)})},_suggest:function(e){var i=this.menu.element.empty();this._renderMenu(i,e),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(t.extend({of:this.element},this.options.position)),this.options.autoFocus&amp;&amp;this.menu.next()},_resizeMenu:function(){var t=this.menu.element;t.outerWidth(Math.max(t.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(e,i){var n=this;t.each(i,function(t,i){n._renderItemData(e,i)})},_renderItemData:function(t,e){return this._renderItem(t,e).data("ui-autocomplete-item",e)},_renderItem:function(e,i){return t("&lt;li&gt;").append(t("&lt;a&gt;").text(i.label)).appendTo(e)},_move:function(t,e){return this.menu.element.is(":visible")?this.menu.isFirstItem()&amp;&amp;/^previous/.test(t)||this.menu.isLastItem()&amp;&amp;/^next/.test(t)?(this._value(this.term),void this.menu.blur()):void this.menu[t](e):void this.search(null,e)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(t,e){(!this.isMultiLine||this.menu.element.is(":visible"))&amp;&amp;(this._move(t,e),e.preventDefault())}}),t.extend(t.ui.autocomplete,{escapeRegex:function(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&amp;")},filter:function(e,i){var n=new RegExp(t.ui.autocomplete.escapeRegex(i),"i");return t.grep(e,function(t){return n.test(t.label||t.value||t)})}}),t.widget("ui.autocomplete",t.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(t){return t+(t&gt;1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var e;this._superApply(arguments),this.options.disabled||this.cancelSearch||(e=t&amp;&amp;t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.text(e))}})}(n),function(t,e){var i,n,r,s,o="ui-button ui-widget ui-state-default ui-corner-all",a="ui-state-hover ui-state-active ",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var e=t(this);setTimeout(function(){e.find(":ui-button").button("refresh")},1)},h=function(e){var i=e.name,n=e.form,r=t([]);return i&amp;&amp;(i=i.replace(/'/g,"\\'"),r=n?t(n).find("[name='"+i+"']"):t("[name='"+i+"']",e.ownerDocument).filter(function(){return!this.form})),r};t.widget("ui.button",{version:"1.10.3",defaultElement:"&lt;button&gt;",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var e=this,a=this.options,l="checkbox"===this.type||"radio"===this.type,c=l?"":"ui-state-active",p="ui-state-focus";null===a.label&amp;&amp;(a.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(o).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){a.disabled||this===i&amp;&amp;t(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){a.disabled||t(this).removeClass(c)}).bind("click"+this.eventNamespace,function(t){a.disabled&amp;&amp;(t.preventDefault(),t.stopImmediatePropagation())}),this.element.bind("focus"+this.eventNamespace,function(){e.buttonElement.addClass(p)}).bind("blur"+this.eventNamespace,function(){e.buttonElement.removeClass(p)}),l&amp;&amp;(this.element.bind("change"+this.eventNamespace,function(){s||e.refresh()}),this.buttonElement.bind("mousedown"+this.eventNamespace,function(t){a.disabled||(s=!1,n=t.pageX,r=t.pageY)}).bind("mouseup"+this.eventNamespace,function(t){a.disabled||(n!==t.pageX||r!==t.pageY)&amp;&amp;(s=!0)})),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return a.disabled||s?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(a.disabled||s)return!1;t(this).addClass("ui-state-active"),e.buttonElement.attr("aria-pressed","true");var i=e.element[0];h(i).not(i).map(function(){return t(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return a.disabled?!1:(t(this).addClass("ui-state-active"),i=this,void e.document.one("mouseup",function(){i=null}))}).bind("mouseup"+this.eventNamespace,function(){return a.disabled?!1:void t(this).removeClass("ui-state-active")}).bind("keydown"+this.eventNamespace,function(e){return a.disabled?!1:void((e.keyCode===t.ui.keyCode.SPACE||e.keyCode===t.ui.keyCode.ENTER)&amp;&amp;t(this).addClass("ui-state-active"))}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){t(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&amp;&amp;this.buttonElement.keyup(function(e){e.keyCode===t.ui.keyCode.SPACE&amp;&amp;t(this).click()})),this._setOption("disabled",a.disabled),this._resetButton()},_determineButtonType:function(){var t,e,i;this.element.is("[type=checkbox]")?this.type="checkbox":this.element.is("[type=radio]")?this.type="radio":this.element.is("input")?this.type="input":this.type="button","checkbox"===this.type||"radio"===this.type?(t=this.element.parents().last(),e="label[for='"+this.element.attr("id")+"']",this.buttonElement=t.find(e),this.buttonElement.length||(t=t.length?t.siblings():this.element.siblings(),this.buttonElement=t.filter(e),this.buttonElement.length||(this.buttonElement=t.find(e))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&amp;&amp;this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(o+" "+a+" "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(t,e){return this._super(t,e),"disabled"===t?void(e?this.element.prop("disabled",!0):this.element.prop("disabled",!1)):void this._resetButton()},refresh:function(){var e=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");e!==this.options.disabled&amp;&amp;this._setOption("disabled",e),"radio"===this.type?h(this.element[0]).each(function(){t(this).is(":checked")?t(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):t(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&amp;&amp;(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return void(this.options.label&amp;&amp;this.element.val(this.options.label));var e=this.buttonElement.removeClass(l),i=t("&lt;span&gt;&lt;/span&gt;",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(e.empty()).text(),n=this.options.icons,r=n.primary&amp;&amp;n.secondary,s=[];n.primary||n.secondary?(this.options.text&amp;&amp;s.push("ui-button-text-icon"+(r?"s":n.primary?"-primary":"-secondary")),n.primary&amp;&amp;e.prepend("&lt;span class='ui-button-icon-primary ui-icon "+n.primary+"'&gt;&lt;/span&gt;"),n.secondary&amp;&amp;e.append("&lt;span class='ui-button-icon-secondary ui-icon "+n.secondary+"'&gt;&lt;/span&gt;"),this.options.text||(s.push(r?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||e.attr("title",t.trim(i)))):s.push("ui-button-text-only"),e.addClass(s.join(" "))}}),t.widget("ui.buttonset",{version:"1.10.3",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(t,e){"disabled"===t&amp;&amp;this.buttons.button("option",t,e),this._super(t,e)},refresh:function(){var e="rtl"===this.element.css("direction");this.buttons=this.element.find(this.options.items).filter(":ui-button").button("refresh").end().not(":ui-button").button().end().map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(e?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(e?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return t(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}})}(n),function(t,e){function i(){this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:""},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},t.extend(this._defaults,this.regional[""]),this.dpDiv=n(t("&lt;div id='"+this._mainDivId+"' class='ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;"))}function n(e){var i="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return e.delegate(i,"mouseout",function(){t(this).removeClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).removeClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).removeClass("ui-datepicker-next-hover")}).delegate(i,"mouseover",function(){t.datepicker._isDisabledDatepicker(s.inline?e.parent()[0]:s.input[0])||(t(this).parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),t(this).addClass("ui-state-hover"),-1!==this.className.indexOf("ui-datepicker-prev")&amp;&amp;t(this).addClass("ui-datepicker-prev-hover"),-1!==this.className.indexOf("ui-datepicker-next")&amp;&amp;t(this).addClass("ui-datepicker-next-hover"))})}function r(e,i){t.extend(e,i);for(var n in i)null==i[n]&amp;&amp;(e[n]=i[n]);return e}t.extend(t.ui,{datepicker:{version:"1.10.3"}});var s,o="datepicker";t.extend(i.prototype,{markerClassName:"hasDatepicker",maxRows:4,_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(t){return r(this._defaults,t||{}),this},_attachDatepicker:function(e,i){var n,r,s;n=e.nodeName.toLowerCase(),r="div"===n||"span"===n,e.id||(this.uuid+=1,e.id="dp"+this.uuid),s=this._newInst(t(e),r),s.settings=t.extend({},i||{}),"input"===n?this._connectDatepicker(e,s):r&amp;&amp;this._inlineDatepicker(e,s)},_newInst:function(e,i){var r=e[0].id.replace(/([^A-Za-z0-9_\-])/g,"\\\\$1");return{id:r,input:e,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:i,dpDiv:i?n(t("&lt;div class='"+this._inlineClass+" ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all'&gt;&lt;/div&gt;")):this.dpDiv}},_connectDatepicker:function(e,i){var n=t(e);i.append=t([]),i.trigger=t([]),n.hasClass(this.markerClassName)||(this._attachments(n,i),n.addClass(this.markerClassName).keydown(this._doKeyDown).keypress(this._doKeyPress).keyup(this._doKeyUp),this._autoSize(i),t.data(e,o,i),i.settings.disabled&amp;&amp;this._disableDatepicker(e))},_attachments:function(e,i){var n,r,s,o=this._get(i,"appendText"),a=this._get(i,"isRTL");i.append&amp;&amp;i.append.remove(),o&amp;&amp;(i.append=t("&lt;span class='"+this._appendClass+"'&gt;"+o+"&lt;/span&gt;"),e[a?"before":"after"](i.append)),e.unbind("focus",this._showDatepicker),i.trigger&amp;&amp;i.trigger.remove(),n=this._get(i,"showOn"),("focus"===n||"both"===n)&amp;&amp;e.focus(this._showDatepicker),("button"===n||"both"===n)&amp;&amp;(r=this._get(i,"buttonText"),s=this._get(i,"buttonImage"),i.trigger=t(this._get(i,"buttonImageOnly")?t("&lt;img/&gt;").addClass(this._triggerClass).attr({src:s,alt:r,title:r}):t("&lt;button type='button'&gt;&lt;/button&gt;").addClass(this._triggerClass).html(s?t("&lt;img/&gt;").attr({src:s,alt:r,title:r}):r)),e[a?"before":"after"](i.trigger),i.trigger.click(function(){return t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput===e[0]?t.datepicker._hideDatepicker():t.datepicker._datepickerShowing&amp;&amp;t.datepicker._lastInput!==e[0]?(t.datepicker._hideDatepicker(),t.datepicker._showDatepicker(e[0])):t.datepicker._showDatepicker(e[0]),!1}))},_autoSize:function(t){if(this._get(t,"autoSize")&amp;&amp;!t.inline){var e,i,n,r,s=new Date(2009,11,20),o=this._get(t,"dateFormat");o.match(/[DM]/)&amp;&amp;(e=function(t){for(i=0,n=0,r=0;r&lt;t.length;r++)t[r].length&gt;i&amp;&amp;(i=t[r].length,n=r);return n},s.setMonth(e(this._get(t,o.match(/MM/)?"monthNames":"monthNamesShort"))),s.setDate(e(this._get(t,o.match(/DD/)?"dayNames":"dayNamesShort"))+20-s.getDay())),t.input.attr("size",this._formatDate(t,s).length)}},_inlineDatepicker:function(e,i){var n=t(e);n.hasClass(this.markerClassName)||(n.addClass(this.markerClassName).append(i.dpDiv),t.data(e,o,i),this._setDate(i,this._getDefaultDate(i),!0),this._updateDatepicker(i),this._updateAlternate(i),i.settings.disabled&amp;&amp;this._disableDatepicker(e),i.dpDiv.css("display","block"))},_dialogDatepicker:function(e,i,n,s,a){var l,u,h,c,p,d=this._dialogInst;return d||(this.uuid+=1,l="dp"+this.uuid,this._dialogInput=t("&lt;input type='text' id='"+l+"' style='position: absolute; top: -100px; width: 0px;'/&gt;"),this._dialogInput.keydown(this._doKeyDown),t("body").append(this._dialogInput),d=this._dialogInst=this._newInst(this._dialogInput,!1),d.settings={},t.data(this._dialogInput[0],o,d)),r(d.settings,s||{}),i=i&amp;&amp;i.constructor===Date?this._formatDate(d,i):i,this._dialogInput.val(i),this._pos=a?a.length?a:[a.pageX,a.pageY]:null,this._pos||(u=document.documentElement.clientWidth,h=document.documentElement.clientHeight,c=document.documentElement.scrollLeft||document.body.scrollLeft,p=document.documentElement.scrollTop||document.body.scrollTop,this._pos=[u/2-100+c,h/2-150+p]),this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),d.settings.onSelect=n,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),t.blockUI&amp;&amp;t.blockUI(this.dpDiv),t.data(this._dialogInput[0],o,d),this},_destroyDatepicker:function(e){var i,n=t(e),r=t.data(e,o);n.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),t.removeData(e,o),"input"===i?(r.append.remove(),r.trigger.remove(),n.removeClass(this.markerClassName).unbind("focus",this._showDatepicker).unbind("keydown",this._doKeyDown).unbind("keypress",this._doKeyPress).unbind("keyup",this._doKeyUp)):("div"===i||"span"===i)&amp;&amp;n.removeClass(this.markerClassName).empty())},_enableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!1,s.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().removeClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!1)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}))},_disableDatepicker:function(e){var i,n,r=t(e),s=t.data(e,o);r.hasClass(this.markerClassName)&amp;&amp;(i=e.nodeName.toLowerCase(),"input"===i?(e.disabled=!0,s.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"})):("div"===i||"span"===i)&amp;&amp;(n=r.children("."+this._inlineClass),n.children().addClass("ui-state-disabled"),n.find("select.ui-datepicker-month, select.ui-datepicker-year").prop("disabled",!0)),this._disabledInputs=t.map(this._disabledInputs,function(t){return t===e?null:t}),this._disabledInputs[this._disabledInputs.length]=e)},_isDisabledDatepicker:function(t){if(!t)return!1;for(var e=0;e&lt;this._disabledInputs.length;e++)if(this._disabledInputs[e]===t)return!0;return!1},_getInst:function(e){try{return t.data(e,o)}catch(i){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(i,n,s){var o,a,l,u,h=this._getInst(i);return 2===arguments.length&amp;&amp;"string"==typeof n?"defaults"===n?t.extend({},t.datepicker._defaults):h?"all"===n?t.extend({},h.settings):this._get(h,n):null:(o=n||{},"string"==typeof n&amp;&amp;(o={},o[n]=s),void(h&amp;&amp;(this._curInst===h&amp;&amp;this._hideDatepicker(),a=this._getDateDatepicker(i,!0),l=this._getMinMaxDate(h,"min"),u=this._getMinMaxDate(h,"max"),r(h.settings,o),null!==l&amp;&amp;o.dateFormat!==e&amp;&amp;o.minDate===e&amp;&amp;(h.settings.minDate=this._formatDate(h,l)),null!==u&amp;&amp;o.dateFormat!==e&amp;&amp;o.maxDate===e&amp;&amp;(h.settings.maxDate=this._formatDate(h,u)),"disabled"in o&amp;&amp;(o.disabled?this._disableDatepicker(i):this._enableDatepicker(i)),this._attachments(t(i),h),this._autoSize(h),this._setDate(h,a),this._updateAlternate(h),this._updateDatepicker(h))))},_changeDatepicker:function(t,e,i){this._optionDatepicker(t,e,i)},_refreshDatepicker:function(t){var e=this._getInst(t);e&amp;&amp;this._updateDatepicker(e)},_setDateDatepicker:function(t,e){var i=this._getInst(t);i&amp;&amp;(this._setDate(i,e),this._updateDatepicker(i),this._updateAlternate(i))},_getDateDatepicker:function(t,e){var i=this._getInst(t);return i&amp;&amp;!i.inline&amp;&amp;this._setDateFromField(i,e),i?this._getDate(i):null},_doKeyDown:function(e){var i,n,r,s=t.datepicker._getInst(e.target),o=!0,a=s.dpDiv.is(".ui-datepicker-rtl");if(s._keyEvent=!0,t.datepicker._datepickerShowing)switch(e.keyCode){case 9:t.datepicker._hideDatepicker(),o=!1;break;case 13:return r=t("td."+t.datepicker._dayOverClass+":not(."+t.datepicker._currentClass+")",s.dpDiv),r[0]&amp;&amp;t.datepicker._selectDay(e.target,s.selectedMonth,s.selectedYear,r[0]),i=t.datepicker._get(s,"onSelect"),i?(n=t.datepicker._formatDate(s),i.apply(s.input?s.input[0]:null,[n,s])):t.datepicker._hideDatepicker(),!1;case 27:t.datepicker._hideDatepicker();break;case 33:t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 34:t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 35:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._clearDate(e.target),o=e.ctrlKey||e.metaKey;break;case 36:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._gotoToday(e.target),o=e.ctrlKey||e.metaKey;break;case 37:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?1:-1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?-t.datepicker._get(s,"stepBigMonths"):-t.datepicker._get(s,"stepMonths"),"M");break;case 38:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,-7,"D"),o=e.ctrlKey||e.metaKey;break;case 39:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,a?-1:1,"D"),o=e.ctrlKey||e.metaKey,e.originalEvent.altKey&amp;&amp;t.datepicker._adjustDate(e.target,e.ctrlKey?+t.datepicker._get(s,"stepBigMonths"):+t.datepicker._get(s,"stepMonths"),"M");break;case 40:(e.ctrlKey||e.metaKey)&amp;&amp;t.datepicker._adjustDate(e.target,7,"D"),o=e.ctrlKey||e.metaKey;break;default:o=!1}else 36===e.keyCode&amp;&amp;e.ctrlKey?t.datepicker._showDatepicker(this):o=!1;o&amp;&amp;(e.preventDefault(),e.stopPropagation())},_doKeyPress:function(e){var i,n,r=t.datepicker._getInst(e.target);return t.datepicker._get(r,"constrainInput")?(i=t.datepicker._possibleChars(t.datepicker._get(r,"dateFormat")),n=String.fromCharCode(null==e.charCode?e.keyCode:e.charCode),e.ctrlKey||e.metaKey||" "&gt;n||!i||i.indexOf(n)&gt;-1):void 0},_doKeyUp:function(e){var i,n=t.datepicker._getInst(e.target);if(n.input.val()!==n.lastVal)try{i=t.datepicker.parseDate(t.datepicker._get(n,"dateFormat"),n.input?n.input.val():null,t.datepicker._getFormatConfig(n)),i&amp;&amp;(t.datepicker._setDateFromField(n),t.datepicker._updateAlternate(n),t.datepicker._updateDatepicker(n))}catch(r){}return!0},_showDatepicker:function(e){if(e=e.target||e,"input"!==e.nodeName.toLowerCase()&amp;&amp;(e=t("input",e.parentNode)[0]),!t.datepicker._isDisabledDatepicker(e)&amp;&amp;t.datepicker._lastInput!==e){var i,n,s,o,a,l,u;i=t.datepicker._getInst(e),t.datepicker._curInst&amp;&amp;t.datepicker._curInst!==i&amp;&amp;(t.datepicker._curInst.dpDiv.stop(!0,!0),i&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._hideDatepicker(t.datepicker._curInst.input[0])),n=t.datepicker._get(i,"beforeShow"),s=n?n.apply(e,[e,i]):{},s!==!1&amp;&amp;(r(i.settings,s),i.lastVal=null,
t.datepicker._lastInput=e,t.datepicker._setDateFromField(i),t.datepicker._inDialog&amp;&amp;(e.value=""),t.datepicker._pos||(t.datepicker._pos=t.datepicker._findPos(e),t.datepicker._pos[1]+=e.offsetHeight),o=!1,t(e).parents().each(function(){return o|="fixed"===t(this).css("position"),!o}),a={left:t.datepicker._pos[0],top:t.datepicker._pos[1]},t.datepicker._pos=null,i.dpDiv.empty(),i.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),t.datepicker._updateDatepicker(i),a=t.datepicker._checkOffset(i,a,o),i.dpDiv.css({position:t.datepicker._inDialog&amp;&amp;t.blockUI?"static":o?"fixed":"absolute",display:"none",left:a.left+"px",top:a.top+"px"}),i.inline||(l=t.datepicker._get(i,"showAnim"),u=t.datepicker._get(i,"duration"),i.dpDiv.zIndex(t(e).zIndex()+1),t.datepicker._datepickerShowing=!0,t.effects&amp;&amp;t.effects.effect[l]?i.dpDiv.show(l,t.datepicker._get(i,"showOptions"),u):i.dpDiv[l||"show"](l?u:null),t.datepicker._shouldFocusInput(i)&amp;&amp;i.input.focus(),t.datepicker._curInst=i))}},_updateDatepicker:function(e){this.maxRows=4,s=e,e.dpDiv.empty().append(this._generateHTML(e)),this._attachHandlers(e),e.dpDiv.find("."+this._dayOverClass+" a").mouseover();var i,n=this._getNumberOfMonths(e),r=n[1],o=17;e.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),r&gt;1&amp;&amp;e.dpDiv.addClass("ui-datepicker-multi-"+r).css("width",o*r+"em"),e.dpDiv[(1!==n[0]||1!==n[1]?"add":"remove")+"Class"]("ui-datepicker-multi"),e.dpDiv[(this._get(e,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),e===t.datepicker._curInst&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;t.datepicker._shouldFocusInput(e)&amp;&amp;e.input.focus(),e.yearshtml&amp;&amp;(i=e.yearshtml,setTimeout(function(){i===e.yearshtml&amp;&amp;e.yearshtml&amp;&amp;e.dpDiv.find("select.ui-datepicker-year:first").replaceWith(e.yearshtml),i=e.yearshtml=null},0))},_shouldFocusInput:function(t){return t.input&amp;&amp;t.input.is(":visible")&amp;&amp;!t.input.is(":disabled")&amp;&amp;!t.input.is(":focus")},_checkOffset:function(e,i,n){var r=e.dpDiv.outerWidth(),s=e.dpDiv.outerHeight(),o=e.input?e.input.outerWidth():0,a=e.input?e.input.outerHeight():0,l=document.documentElement.clientWidth+(n?0:t(document).scrollLeft()),u=document.documentElement.clientHeight+(n?0:t(document).scrollTop());return i.left-=this._get(e,"isRTL")?r-o:0,i.left-=n&amp;&amp;i.left===e.input.offset().left?t(document).scrollLeft():0,i.top-=n&amp;&amp;i.top===e.input.offset().top+a?t(document).scrollTop():0,i.left-=Math.min(i.left,i.left+r&gt;l&amp;&amp;l&gt;r?Math.abs(i.left+r-l):0),i.top-=Math.min(i.top,i.top+s&gt;u&amp;&amp;u&gt;s?Math.abs(s+a):0),i},_findPos:function(e){for(var i,n=this._getInst(e),r=this._get(n,"isRTL");e&amp;&amp;("hidden"===e.type||1!==e.nodeType||t.expr.filters.hidden(e));)e=e[r?"previousSibling":"nextSibling"];return i=t(e).offset(),[i.left,i.top]},_hideDatepicker:function(e){var i,n,r,s,a=this._curInst;!a||e&amp;&amp;a!==t.data(e,o)||this._datepickerShowing&amp;&amp;(i=this._get(a,"showAnim"),n=this._get(a,"duration"),r=function(){t.datepicker._tidyDialog(a)},t.effects&amp;&amp;(t.effects.effect[i]||t.effects[i])?a.dpDiv.hide(i,t.datepicker._get(a,"showOptions"),n,r):a.dpDiv["slideDown"===i?"slideUp":"fadeIn"===i?"fadeOut":"hide"](i?n:null,r),i||r(),this._datepickerShowing=!1,s=this._get(a,"onClose"),s&amp;&amp;s.apply(a.input?a.input[0]:null,[a.input?a.input.val():"",a]),this._lastInput=null,this._inDialog&amp;&amp;(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),t.blockUI&amp;&amp;(t.unblockUI(),t("body").append(this.dpDiv))),this._inDialog=!1)},_tidyDialog:function(t){t.dpDiv.removeClass(this._dialogClass).unbind(".ui-datepicker-calendar")},_checkExternalClick:function(e){if(t.datepicker._curInst){var i=t(e.target),n=t.datepicker._getInst(i[0]);(i[0].id!==t.datepicker._mainDivId&amp;&amp;0===i.parents("#"+t.datepicker._mainDivId).length&amp;&amp;!i.hasClass(t.datepicker.markerClassName)&amp;&amp;!i.closest("."+t.datepicker._triggerClass).length&amp;&amp;t.datepicker._datepickerShowing&amp;&amp;(!t.datepicker._inDialog||!t.blockUI)||i.hasClass(t.datepicker.markerClassName)&amp;&amp;t.datepicker._curInst!==n)&amp;&amp;t.datepicker._hideDatepicker()}},_adjustDate:function(e,i,n){var r=t(e),s=this._getInst(r[0]);this._isDisabledDatepicker(r[0])||(this._adjustInstDate(s,i+("M"===n?this._get(s,"showCurrentAtPos"):0),n),this._updateDatepicker(s))},_gotoToday:function(e){var i,n=t(e),r=this._getInst(n[0]);this._get(r,"gotoCurrent")&amp;&amp;r.currentDay?(r.selectedDay=r.currentDay,r.drawMonth=r.selectedMonth=r.currentMonth,r.drawYear=r.selectedYear=r.currentYear):(i=new Date,r.selectedDay=i.getDate(),r.drawMonth=r.selectedMonth=i.getMonth(),r.drawYear=r.selectedYear=i.getFullYear()),this._notifyChange(r),this._adjustDate(n)},_selectMonthYear:function(e,i,n){var r=t(e),s=this._getInst(r[0]);s["selected"+("M"===n?"Month":"Year")]=s["draw"+("M"===n?"Month":"Year")]=parseInt(i.options[i.selectedIndex].value,10),this._notifyChange(s),this._adjustDate(r)},_selectDay:function(e,i,n,r){var s,o=t(e);t(r).hasClass(this._unselectableClass)||this._isDisabledDatepicker(o[0])||(s=this._getInst(o[0]),s.selectedDay=s.currentDay=t("a",r).html(),s.selectedMonth=s.currentMonth=i,s.selectedYear=s.currentYear=n,this._selectDate(e,this._formatDate(s,s.currentDay,s.currentMonth,s.currentYear)))},_clearDate:function(e){var i=t(e);this._selectDate(i,"")},_selectDate:function(e,i){var n,r=t(e),s=this._getInst(r[0]);i=null!=i?i:this._formatDate(s),s.input&amp;&amp;s.input.val(i),this._updateAlternate(s),n=this._get(s,"onSelect"),n?n.apply(s.input?s.input[0]:null,[i,s]):s.input&amp;&amp;s.input.trigger("change"),s.inline?this._updateDatepicker(s):(this._hideDatepicker(),this._lastInput=s.input[0],"object"!=typeof s.input[0]&amp;&amp;s.input.focus(),this._lastInput=null)},_updateAlternate:function(e){var i,n,r,s=this._get(e,"altField");s&amp;&amp;(i=this._get(e,"altFormat")||this._get(e,"dateFormat"),n=this._getDate(e),r=this.formatDate(i,n,this._getFormatConfig(e)),t(s).each(function(){t(this).val(r)}))},noWeekends:function(t){var e=t.getDay();return[e&gt;0&amp;&amp;6&gt;e,""]},iso8601Week:function(t){var e,i=new Date(t.getTime());return i.setDate(i.getDate()+4-(i.getDay()||7)),e=i.getTime(),i.setMonth(0),i.setDate(1),Math.floor(Math.round((e-i)/864e5)/7)+1},parseDate:function(e,i,n){if(null==e||null==i)throw"Invalid arguments";if(i="object"==typeof i?i.toString():i+"",""===i)return null;var r,s,o,a,l=0,u=(n?n.shortYearCutoff:null)||this._defaults.shortYearCutoff,h="string"!=typeof u?u:(new Date).getFullYear()%100+parseInt(u,10),c=(n?n.dayNamesShort:null)||this._defaults.dayNamesShort,p=(n?n.dayNames:null)||this._defaults.dayNames,d=(n?n.monthNamesShort:null)||this._defaults.monthNamesShort,f=(n?n.monthNames:null)||this._defaults.monthNames,g=-1,m=-1,_=-1,v=-1,y=!1,b=function(t){var i=r+1&lt;e.length&amp;&amp;e.charAt(r+1)===t;return i&amp;&amp;r++,i},w=function(t){var e=b(t),n="@"===t?14:"!"===t?20:"y"===t&amp;&amp;e?4:"o"===t?3:2,r=new RegExp("^\\d{1,"+n+"}"),s=i.substring(l).match(r);if(!s)throw"Missing number at position "+l;return l+=s[0].length,parseInt(s[0],10)},x=function(e,n,r){var s=-1,o=t.map(b(e)?r:n,function(t,e){return[[e,t]]}).sort(function(t,e){return-(t[1].length-e[1].length)});if(t.each(o,function(t,e){var n=e[1];return i.substr(l,n.length).toLowerCase()===n.toLowerCase()?(s=e[0],l+=n.length,!1):void 0}),-1!==s)return s+1;throw"Unknown name at position "+l},k=function(){if(i.charAt(l)!==e.charAt(r))throw"Unexpected literal at position "+l;l++};for(r=0;r&lt;e.length;r++)if(y)"'"!==e.charAt(r)||b("'")?k():y=!1;else switch(e.charAt(r)){case"d":_=w("d");break;case"D":x("D",c,p);break;case"o":v=w("o");break;case"m":m=w("m");break;case"M":m=x("M",d,f);break;case"y":g=w("y");break;case"@":a=new Date(w("@")),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"!":a=new Date((w("!")-this._ticksTo1970)/1e4),g=a.getFullYear(),m=a.getMonth()+1,_=a.getDate();break;case"'":b("'")?k():y=!0;break;default:k()}if(l&lt;i.length&amp;&amp;(o=i.substr(l),!/^\s+/.test(o)))throw"Extra/unparsed characters found in date: "+o;if(-1===g?g=(new Date).getFullYear():100&gt;g&amp;&amp;(g+=(new Date).getFullYear()-(new Date).getFullYear()%100+(h&gt;=g?0:-100)),v&gt;-1)for(m=1,_=v;;){if(s=this._getDaysInMonth(g,m-1),s&gt;=_)break;m++,_-=s}if(a=this._daylightSavingAdjust(new Date(g,m-1,_)),a.getFullYear()!==g||a.getMonth()+1!==m||a.getDate()!==_)throw"Invalid date";return a},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:24*(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*60*60*1e7,formatDate:function(t,e,i){if(!e)return"";var n,r=(i?i.dayNamesShort:null)||this._defaults.dayNamesShort,s=(i?i.dayNames:null)||this._defaults.dayNames,o=(i?i.monthNamesShort:null)||this._defaults.monthNamesShort,a=(i?i.monthNames:null)||this._defaults.monthNames,l=function(e){var i=n+1&lt;t.length&amp;&amp;t.charAt(n+1)===e;return i&amp;&amp;n++,i},u=function(t,e,i){var n=""+e;if(l(t))for(;n.length&lt;i;)n="0"+n;return n},h=function(t,e,i,n){return l(t)?n[e]:i[e]},c="",p=!1;if(e)for(n=0;n&lt;t.length;n++)if(p)"'"!==t.charAt(n)||l("'")?c+=t.charAt(n):p=!1;else switch(t.charAt(n)){case"d":c+=u("d",e.getDate(),2);break;case"D":c+=h("D",e.getDay(),r,s);break;case"o":c+=u("o",Math.round((new Date(e.getFullYear(),e.getMonth(),e.getDate()).getTime()-new Date(e.getFullYear(),0,0).getTime())/864e5),3);break;case"m":c+=u("m",e.getMonth()+1,2);break;case"M":c+=h("M",e.getMonth(),o,a);break;case"y":c+=l("y")?e.getFullYear():(e.getYear()%100&lt;10?"0":"")+e.getYear()%100;break;case"@":c+=e.getTime();break;case"!":c+=1e4*e.getTime()+this._ticksTo1970;break;case"'":l("'")?c+="'":p=!0;break;default:c+=t.charAt(n)}return c},_possibleChars:function(t){var e,i="",n=!1,r=function(i){var n=e+1&lt;t.length&amp;&amp;t.charAt(e+1)===i;return n&amp;&amp;e++,n};for(e=0;e&lt;t.length;e++)if(n)"'"!==t.charAt(e)||r("'")?i+=t.charAt(e):n=!1;else switch(t.charAt(e)){case"d":case"m":case"y":case"@":i+="0123456789";break;case"D":case"M":return null;case"'":r("'")?i+="'":n=!0;break;default:i+=t.charAt(e)}return i},_get:function(t,i){return t.settings[i]!==e?t.settings[i]:this._defaults[i]},_setDateFromField:function(t,e){if(t.input.val()!==t.lastVal){var i=this._get(t,"dateFormat"),n=t.lastVal=t.input?t.input.val():null,r=this._getDefaultDate(t),s=r,o=this._getFormatConfig(t);try{s=this.parseDate(i,n,o)||r}catch(a){n=e?"":n}t.selectedDay=s.getDate(),t.drawMonth=t.selectedMonth=s.getMonth(),t.drawYear=t.selectedYear=s.getFullYear(),t.currentDay=n?s.getDate():0,t.currentMonth=n?s.getMonth():0,t.currentYear=n?s.getFullYear():0,this._adjustInstDate(t)}},_getDefaultDate:function(t){return this._restrictMinMax(t,this._determineDate(t,this._get(t,"defaultDate"),new Date))},_determineDate:function(e,i,n){var r=function(t){var e=new Date;return e.setDate(e.getDate()+t),e},s=function(i){try{return t.datepicker.parseDate(t.datepicker._get(e,"dateFormat"),i,t.datepicker._getFormatConfig(e))}catch(n){}for(var r=(i.toLowerCase().match(/^c/)?t.datepicker._getDate(e):null)||new Date,s=r.getFullYear(),o=r.getMonth(),a=r.getDate(),l=/([+\-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,u=l.exec(i);u;){switch(u[2]||"d"){case"d":case"D":a+=parseInt(u[1],10);break;case"w":case"W":a+=7*parseInt(u[1],10);break;case"m":case"M":o+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o));break;case"y":case"Y":s+=parseInt(u[1],10),a=Math.min(a,t.datepicker._getDaysInMonth(s,o))}u=l.exec(i)}return new Date(s,o,a)},o=null==i||""===i?n:"string"==typeof i?s(i):"number"==typeof i?isNaN(i)?n:r(i):new Date(i.getTime());return o=o&amp;&amp;"Invalid Date"===o.toString()?n:o,o&amp;&amp;(o.setHours(0),o.setMinutes(0),o.setSeconds(0),o.setMilliseconds(0)),this._daylightSavingAdjust(o)},_daylightSavingAdjust:function(t){return t?(t.setHours(t.getHours()&gt;12?t.getHours()+2:0),t):null},_setDate:function(t,e,i){var n=!e,r=t.selectedMonth,s=t.selectedYear,o=this._restrictMinMax(t,this._determineDate(t,e,new Date));t.selectedDay=t.currentDay=o.getDate(),t.drawMonth=t.selectedMonth=t.currentMonth=o.getMonth(),t.drawYear=t.selectedYear=t.currentYear=o.getFullYear(),r===t.selectedMonth&amp;&amp;s===t.selectedYear||i||this._notifyChange(t),this._adjustInstDate(t),t.input&amp;&amp;t.input.val(n?"":this._formatDate(t))},_getDate:function(t){var e=!t.currentYear||t.input&amp;&amp;""===t.input.val()?null:this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return e},_attachHandlers:function(e){var i=this._get(e,"stepMonths"),n="#"+e.id.replace(/\\\\/g,"\\");e.dpDiv.find("[data-handler]").map(function(){var e={prev:function(){t.datepicker._adjustDate(n,-i,"M")},next:function(){t.datepicker._adjustDate(n,+i,"M")},hide:function(){t.datepicker._hideDatepicker()},today:function(){t.datepicker._gotoToday(n)},selectDay:function(){return t.datepicker._selectDay(n,+this.getAttribute("data-month"),+this.getAttribute("data-year"),this),!1},selectMonth:function(){return t.datepicker._selectMonthYear(n,this,"M"),!1},selectYear:function(){return t.datepicker._selectMonthYear(n,this,"Y"),!1}};t(this).bind(this.getAttribute("data-event"),e[this.getAttribute("data-handler")])})},_generateHTML:function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L,H=new Date,B=this._daylightSavingAdjust(new Date(H.getFullYear(),H.getMonth(),H.getDate())),W=this._get(t,"isRTL"),q=this._get(t,"showButtonPanel"),Y=this._get(t,"hideIfNoPrevNext"),V=this._get(t,"navigationAsDateFormat"),$=this._getNumberOfMonths(t),U=this._get(t,"showCurrentAtPos"),G=this._get(t,"stepMonths"),X=1!==$[0]||1!==$[1],Z=this._daylightSavingAdjust(t.currentDay?new Date(t.currentYear,t.currentMonth,t.currentDay):new Date(9999,9,9)),J=this._getMinMaxDate(t,"min"),Q=this._getMinMaxDate(t,"max"),K=t.drawMonth-U,tt=t.drawYear;if(0&gt;K&amp;&amp;(K+=12,tt--),Q)for(e=this._daylightSavingAdjust(new Date(Q.getFullYear(),Q.getMonth()-$[0]*$[1]+1,Q.getDate())),e=J&amp;&amp;J&gt;e?J:e;this._daylightSavingAdjust(new Date(tt,K,1))&gt;e;)K--,0&gt;K&amp;&amp;(K=11,tt--);for(t.drawMonth=K,t.drawYear=tt,i=this._get(t,"prevText"),i=V?this.formatDate(i,this._daylightSavingAdjust(new Date(tt,K-G,1)),this._getFormatConfig(t)):i,n=this._canAdjustMonth(t,-1,tt,K)?"&lt;a class='ui-datepicker-prev ui-corner-all' data-handler='prev' data-event='click' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-prev ui-corner-all ui-state-disabled' title='"+i+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"e":"w")+"'&gt;"+i+"&lt;/span&gt;&lt;/a&gt;",r=this._get(t,"nextText"),r=V?this.formatDate(r,this._daylightSavingAdjust(new Date(tt,K+G,1)),this._getFormatConfig(t)):r,s=this._canAdjustMonth(t,1,tt,K)?"&lt;a class='ui-datepicker-next ui-corner-all' data-handler='next' data-event='click' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;":Y?"":"&lt;a class='ui-datepicker-next ui-corner-all ui-state-disabled' title='"+r+"'&gt;&lt;span class='ui-icon ui-icon-circle-triangle-"+(W?"w":"e")+"'&gt;"+r+"&lt;/span&gt;&lt;/a&gt;",o=this._get(t,"currentText"),a=this._get(t,"gotoCurrent")&amp;&amp;t.currentDay?Z:B,o=V?this.formatDate(o,a,this._getFormatConfig(t)):o,l=t.inline?"":"&lt;button type='button' class='ui-datepicker-close ui-state-default ui-priority-primary ui-corner-all' data-handler='hide' data-event='click'&gt;"+this._get(t,"closeText")+"&lt;/button&gt;",u=q?"&lt;div class='ui-datepicker-buttonpane ui-widget-content'&gt;"+(W?l:"")+(this._isInRange(t,a)?"&lt;button type='button' class='ui-datepicker-current ui-state-default ui-priority-secondary ui-corner-all' data-handler='today' data-event='click'&gt;"+o+"&lt;/button&gt;":"")+(W?"":l)+"&lt;/div&gt;":"",h=parseInt(this._get(t,"firstDay"),10),h=isNaN(h)?0:h,c=this._get(t,"showWeek"),p=this._get(t,"dayNames"),d=this._get(t,"dayNamesMin"),f=this._get(t,"monthNames"),g=this._get(t,"monthNamesShort"),m=this._get(t,"beforeShowDay"),_=this._get(t,"showOtherMonths"),v=this._get(t,"selectOtherMonths"),y=this._getDefaultDate(t),b="",x=0;x&lt;$[0];x++){for(k="",this.maxRows=4,M=0;M&lt;$[1];M++){if(C=this._daylightSavingAdjust(new Date(tt,K,t.selectedDay)),D=" ui-corner-all",T="",X){if(T+="&lt;div class='ui-datepicker-group",$[1]&gt;1)switch(M){case 0:T+=" ui-datepicker-group-first",D=" ui-corner-"+(W?"right":"left");break;case $[1]-1:T+=" ui-datepicker-group-last",D=" ui-corner-"+(W?"left":"right");break;default:T+=" ui-datepicker-group-middle",D=""}T+="'&gt;"}for(T+="&lt;div class='ui-datepicker-header ui-widget-header ui-helper-clearfix"+D+"'&gt;"+(/all|left/.test(D)&amp;&amp;0===x?W?s:n:"")+(/all|right/.test(D)&amp;&amp;0===x?W?n:s:"")+this._generateMonthYearHeader(t,K,tt,J,Q,x&gt;0||M&gt;0,f,g)+"&lt;/div&gt;&lt;table class='ui-datepicker-calendar'&gt;&lt;thead&gt;&lt;tr&gt;",S=c?"&lt;th class='ui-datepicker-week-col'&gt;"+this._get(t,"weekHeader")+"&lt;/th&gt;":"",w=0;7&gt;w;w++)A=(w+h)%7,S+="&lt;th"+((w+h+6)%7&gt;=5?" class='ui-datepicker-week-end'":"")+"&gt;&lt;span title='"+p[A]+"'&gt;"+d[A]+"&lt;/span&gt;&lt;/th&gt;";for(T+=S+"&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;",P=this._getDaysInMonth(tt,K),tt===t.selectedYear&amp;&amp;K===t.selectedMonth&amp;&amp;(t.selectedDay=Math.min(t.selectedDay,P)),E=(this._getFirstDayOfMonth(tt,K)-h+7)%7,I=Math.ceil((E+P)/7),N=X&amp;&amp;this.maxRows&gt;I?this.maxRows:I,this.maxRows=N,R=this._daylightSavingAdjust(new Date(tt,K,1-E)),z=0;N&gt;z;z++){for(T+="&lt;tr&gt;",j=c?"&lt;td class='ui-datepicker-week-col'&gt;"+this._get(t,"calculateWeek")(R)+"&lt;/td&gt;":"",w=0;7&gt;w;w++)O=m?m.apply(t.input?t.input[0]:null,[R]):[!0,""],F=R.getMonth()!==K,L=F&amp;&amp;!v||!O[0]||J&amp;&amp;J&gt;R||Q&amp;&amp;R&gt;Q,j+="&lt;td class='"+((w+h+6)%7&gt;=5?" ui-datepicker-week-end":"")+(F?" ui-datepicker-other-month":"")+(R.getTime()===C.getTime()&amp;&amp;K===t.selectedMonth&amp;&amp;t._keyEvent||y.getTime()===R.getTime()&amp;&amp;y.getTime()===C.getTime()?" "+this._dayOverClass:"")+(L?" "+this._unselectableClass+" ui-state-disabled":"")+(F&amp;&amp;!_?"":" "+O[1]+(R.getTime()===Z.getTime()?" "+this._currentClass:"")+(R.getTime()===B.getTime()?" ui-datepicker-today":""))+"'"+(F&amp;&amp;!_||!O[2]?"":" title='"+O[2].replace(/'/g,"&amp;#39;")+"'")+(L?"":" data-handler='selectDay' data-event='click' data-month='"+R.getMonth()+"' data-year='"+R.getFullYear()+"'")+"&gt;"+(F&amp;&amp;!_?"&amp;#xa0;":L?"&lt;span class='ui-state-default'&gt;"+R.getDate()+"&lt;/span&gt;":"&lt;a class='ui-state-default"+(R.getTime()===B.getTime()?" ui-state-highlight":"")+(R.getTime()===Z.getTime()?" ui-state-active":"")+(F?" ui-priority-secondary":"")+"' href='#'&gt;"+R.getDate()+"&lt;/a&gt;")+"&lt;/td&gt;",R.setDate(R.getDate()+1),R=this._daylightSavingAdjust(R);T+=j+"&lt;/tr&gt;"}K++,K&gt;11&amp;&amp;(K=0,tt++),T+="&lt;/tbody&gt;&lt;/table&gt;"+(X?"&lt;/div&gt;"+($[0]&gt;0&amp;&amp;M===$[1]-1?"&lt;div class='ui-datepicker-row-break'&gt;&lt;/div&gt;":""):""),k+=T}b+=k}return b+=u,t._keyEvent=!1,b},_generateMonthYearHeader:function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m=this._get(t,"changeMonth"),_=this._get(t,"changeYear"),v=this._get(t,"showMonthAfterYear"),y="&lt;div class='ui-datepicker-title'&gt;",b="";if(s||!m)b+="&lt;span class='ui-datepicker-month'&gt;"+o[e]+"&lt;/span&gt;";else{for(l=n&amp;&amp;n.getFullYear()===i,u=r&amp;&amp;r.getFullYear()===i,b+="&lt;select class='ui-datepicker-month' data-handler='selectMonth' data-event='change'&gt;",h=0;12&gt;h;h++)(!l||h&gt;=n.getMonth())&amp;&amp;(!u||h&lt;=r.getMonth())&amp;&amp;(b+="&lt;option value='"+h+"'"+(h===e?" selected='selected'":"")+"&gt;"+a[h]+"&lt;/option&gt;");b+="&lt;/select&gt;"}if(v||(y+=b+(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")),!t.yearshtml)if(t.yearshtml="",s||!_)y+="&lt;span class='ui-datepicker-year'&gt;"+i+"&lt;/span&gt;";else{for(c=this._get(t,"yearRange").split(":"),p=(new Date).getFullYear(),d=function(t){var e=t.match(/c[+\-].*/)?i+parseInt(t.substring(1),10):t.match(/[+\-].*/)?p+parseInt(t,10):parseInt(t,10);return isNaN(e)?p:e},f=d(c[0]),g=Math.max(f,d(c[1]||"")),f=n?Math.max(f,n.getFullYear()):f,g=r?Math.min(g,r.getFullYear()):g,t.yearshtml+="&lt;select class='ui-datepicker-year' data-handler='selectYear' data-event='change'&gt;";g&gt;=f;f++)t.yearshtml+="&lt;option value='"+f+"'"+(f===i?" selected='selected'":"")+"&gt;"+f+"&lt;/option&gt;";t.yearshtml+="&lt;/select&gt;",y+=t.yearshtml,t.yearshtml=null}return y+=this._get(t,"yearSuffix"),v&amp;&amp;(y+=(!s&amp;&amp;m&amp;&amp;_?"":"&amp;#xa0;")+b),y+="&lt;/div&gt;"},_adjustInstDate:function(t,e,i){var n=t.drawYear+("Y"===i?e:0),r=t.drawMonth+("M"===i?e:0),s=Math.min(t.selectedDay,this._getDaysInMonth(n,r))+("D"===i?e:0),o=this._restrictMinMax(t,this._daylightSavingAdjust(new Date(n,r,s)));t.selectedDay=o.getDate(),t.drawMonth=t.selectedMonth=o.getMonth(),t.drawYear=t.selectedYear=o.getFullYear(),("M"===i||"Y"===i)&amp;&amp;this._notifyChange(t)},_restrictMinMax:function(t,e){var i=this._getMinMaxDate(t,"min"),n=this._getMinMaxDate(t,"max"),r=i&amp;&amp;i&gt;e?i:e;return n&amp;&amp;r&gt;n?n:r},_notifyChange:function(t){var e=this._get(t,"onChangeMonthYear");e&amp;&amp;e.apply(t.input?t.input[0]:null,[t.selectedYear,t.selectedMonth+1,t])},_getNumberOfMonths:function(t){var e=this._get(t,"numberOfMonths");return null==e?[1,1]:"number"==typeof e?[1,e]:e},_getMinMaxDate:function(t,e){return this._determineDate(t,this._get(t,e+"Date"),null)},_getDaysInMonth:function(t,e){return 32-this._daylightSavingAdjust(new Date(t,e,32)).getDate()},_getFirstDayOfMonth:function(t,e){return new Date(t,e,1).getDay()},_canAdjustMonth:function(t,e,i,n){var r=this._getNumberOfMonths(t),s=this._daylightSavingAdjust(new Date(i,n+(0&gt;e?e:r[0]*r[1]),1));return 0&gt;e&amp;&amp;s.setDate(this._getDaysInMonth(s.getFullYear(),s.getMonth())),this._isInRange(t,s)},_isInRange:function(t,e){var i,n,r=this._getMinMaxDate(t,"min"),s=this._getMinMaxDate(t,"max"),o=null,a=null,l=this._get(t,"yearRange");return l&amp;&amp;(i=l.split(":"),n=(new Date).getFullYear(),o=parseInt(i[0],10),a=parseInt(i[1],10),i[0].match(/[+\-].*/)&amp;&amp;(o+=n),i[1].match(/[+\-].*/)&amp;&amp;(a+=n)),(!r||e.getTime()&gt;=r.getTime())&amp;&amp;(!s||e.getTime()&lt;=s.getTime())&amp;&amp;(!o||e.getFullYear()&gt;=o)&amp;&amp;(!a||e.getFullYear()&lt;=a)},_getFormatConfig:function(t){var e=this._get(t,"shortYearCutoff");return e="string"!=typeof e?e:(new Date).getFullYear()%100+parseInt(e,10),{shortYearCutoff:e,dayNamesShort:this._get(t,"dayNamesShort"),dayNames:this._get(t,"dayNames"),monthNamesShort:this._get(t,"monthNamesShort"),monthNames:this._get(t,"monthNames")}},_formatDate:function(t,e,i,n){e||(t.currentDay=t.selectedDay,t.currentMonth=t.selectedMonth,t.currentYear=t.selectedYear);var r=e?"object"==typeof e?e:this._daylightSavingAdjust(new Date(n,i,e)):this._daylightSavingAdjust(new Date(t.currentYear,t.currentMonth,t.currentDay));return this.formatDate(this._get(t,"dateFormat"),r,this._getFormatConfig(t))}}),t.fn.datepicker=function(e){if(!this.length)return this;t.datepicker.initialized||(t(document).mousedown(t.datepicker._checkExternalClick),t.datepicker.initialized=!0),0===t("#"+t.datepicker._mainDivId).length&amp;&amp;t("body").append(t.datepicker.dpDiv);var i=Array.prototype.slice.call(arguments,1);return"string"!=typeof e||"isDisabled"!==e&amp;&amp;"getDate"!==e&amp;&amp;"widget"!==e?"option"===e&amp;&amp;2===arguments.length&amp;&amp;"string"==typeof arguments[1]?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i)):this.each(function(){"string"==typeof e?t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this].concat(i)):t.datepicker._attachDatepicker(this,e)}):t.datepicker["_"+e+"Datepicker"].apply(t.datepicker,[this[0]].concat(i))},t.datepicker=new i,t.datepicker.initialized=!1,t.datepicker.uuid=(new Date).getTime(),t.datepicker.version="1.10.3"}(n),function(t,e){var i={buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},n={maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0};t.widget("ui.dialog",{version:"1.10.3",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(e){var i=t(this).css(e).offset().top;0&gt;i&amp;&amp;t(this).css("top",e.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&amp;&amp;t.fn.draggable&amp;&amp;this._makeDraggable(),this.options.resizable&amp;&amp;t.fn.resizable&amp;&amp;this._makeResizable(),this._isOpen=!1},_init:function(){this.options.autoOpen&amp;&amp;this.open()},_appendTo:function(){var e=this.options.appendTo;return e&amp;&amp;(e.jquery||e.nodeType)?t(e):this.document.find(e||"body").eq(0)},_destroy:function(){var t,e=this.originalPosition;this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&amp;&amp;this.element.attr("title",this.originalTitle),t=e.parent.children().eq(e.index),t.length&amp;&amp;t[0]!==this.element[0]?t.before(this.element):e.parent.append(this.element)},widget:function(){return this.uiDialog},disable:t.noop,enable:t.noop,close:function(e){var i=this;this._isOpen&amp;&amp;this._trigger("beforeClose",e)!==!1&amp;&amp;(this._isOpen=!1,this._destroyOverlay(),this.opener.filter(":focusable").focus().length||t(this.document[0].activeElement).blur(),this._hide(this.uiDialog,this.options.hide,function(){i._trigger("close",e)}))},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,e){var i=!!this.uiDialog.nextAll(":visible").insertBefore(this.uiDialog).length;return i&amp;&amp;!e&amp;&amp;this._trigger("focus",t),i},open:function(){var e=this;return this._isOpen?void(this._moveToTop()&amp;&amp;this._focusTabbable()):(this._isOpen=!0,this.opener=t(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this._show(this.uiDialog,this.options.show,function(){e._focusTabbable(),e._trigger("focus")}),void this._trigger("open"))},_focusTabbable:function(){var t=this.element.find("[autofocus]");t.length||(t=this.element.find(":tabbable")),t.length||(t=this.uiDialogButtonPane.find(":tabbable")),t.length||(t=this.uiDialogTitlebarClose.filter(":tabbable")),t.length||(t=this.uiDialog),t.eq(0).focus()},_keepFocus:function(e){function i(){var e=this.document[0].activeElement,i=this.uiDialog[0]===e||t.contains(this.uiDialog[0],e);i||this._focusTabbable()}e.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=t("&lt;div&gt;").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(e){if(this.options.closeOnEscape&amp;&amp;!e.isDefaultPrevented()&amp;&amp;e.keyCode&amp;&amp;e.keyCode===t.ui.keyCode.ESCAPE)return e.preventDefault(),void this.close(e);if(e.keyCode===t.ui.keyCode.TAB){var i=this.uiDialog.find(":tabbable"),n=i.filter(":first"),r=i.filter(":last");e.target!==r[0]&amp;&amp;e.target!==this.uiDialog[0]||e.shiftKey?e.target!==n[0]&amp;&amp;e.target!==this.uiDialog[0]||!e.shiftKey||(r.focus(1),e.preventDefault()):(n.focus(1),e.preventDefault())}},mousedown:function(t){this._moveToTop(t)&amp;&amp;this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var e;this.uiDialogTitlebar=t("&lt;div&gt;").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(e){t(e.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=t("&lt;button&gt;&lt;/button&gt;").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(t){t.preventDefault(),this.close(t)}}),e=t("&lt;span&gt;").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(e),this.uiDialog.attr({"aria-labelledby":e.attr("id")})},_title:function(t){this.options.title||t.html("&amp;#160;"),t.text(this.options.title)},_createButtonPane:function(){this.uiDialogButtonPane=t("&lt;div&gt;").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=t("&lt;div&gt;").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var e=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),t.isEmptyObject(i)||t.isArray(i)&amp;&amp;!i.length?void this.uiDialog.removeClass("ui-dialog-buttons"):(t.each(i,function(i,n){var r,s;n=t.isFunction(n)?{click:n,text:i}:n,n=t.extend({type:"button"},n),r=n.click,n.click=function(){r.apply(e.element[0],arguments)},s={icons:n.icons,text:n.showText},delete n.icons,delete n.showText,t("&lt;button&gt;&lt;/button&gt;",n).button(s).appendTo(e.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),void this.uiDialogButtonPane.appendTo(this.uiDialog))},_makeDraggable:function(){function e(t){return{position:t.position,offset:t.offset}}var i=this,n=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(n,r){t(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",n,e(r))},drag:function(t,n){i._trigger("drag",t,e(n))},stop:function(r,s){n.position=[s.position.left-i.document.scrollLeft(),s.position.top-i.document.scrollTop()],t(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",r,e(s))}})},_makeResizable:function(){function e(t){return{originalPosition:t.originalPosition,originalSize:t.originalSize,position:t.position,size:t.size}}var i=this,n=this.options,r=n.resizable,s=this.uiDialog.css("position"),o="string"==typeof r?r:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:n.maxWidth,maxHeight:n.maxHeight,minWidth:n.minWidth,minHeight:this._minHeight(),handles:o,start:function(n,r){t(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",n,e(r))},resize:function(t,n){i._trigger("resize",t,e(n))},stop:function(r,s){n.height=t(this).height(),n.width=t(this).width(),t(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",r,e(s))}}).css("position",s)},_minHeight:function(){var t=this.options;return"auto"===t.height?t.minHeight:Math.min(t.minHeight,t.height)},_position:function(){var t=this.uiDialog.is(":visible");t||this.uiDialog.show(),this.uiDialog.position(this.options.position),t||this.uiDialog.hide()},_setOptions:function(e){var r=this,s=!1,o={};t.each(e,function(t,e){r._setOption(t,e),t in i&amp;&amp;(s=!0),t in 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i,n,r=e.within,s=r.offset.top+r.scrollTop,o=r.height,l=r.isWindow?r.scrollTop:r.offset.top,u=t.top-e.collisionPosition.marginTop,h=u-l,c=u+e.collisionHeight-o-l,p="top"===e.my[1],d=p?-e.elemHeight:"bottom"===e.my[1]?e.elemHeight:0,f="top"===e.at[1]?e.targetHeight:"bottom"===e.at[1]?-e.targetHeight:0,g=-2*e.offset[1];0&gt;h?(n=t.top+d+f+g+e.collisionHeight-o-s,t.top+d+f+g&gt;h&amp;&amp;(0&gt;n||n&lt;a(h))&amp;&amp;(t.top+=d+f+g)):c&gt;0&amp;&amp;(i=t.top-e.collisionPosition.marginTop+d+f+g-l,t.top+d+f+g&gt;c&amp;&amp;(i&gt;0||a(i)&lt;c)&amp;&amp;(t.top+=d+f+g))}},flipfit:{left:function(){t.ui.position.flip.left.apply(this,arguments),t.ui.position.fit.left.apply(this,arguments)},top:function(){t.ui.position.flip.top.apply(this,arguments),t.ui.position.fit.top.apply(this,arguments)}}},function(){var 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i={handle:this.handles[e],value:this.value()};this.options.values&amp;&amp;this.options.values.length&amp;&amp;(i.value=this.values(e),i.values=this.values()),this._lastChangedValue=e,this._trigger("change",t,i)}},value:function(t){return arguments.length?(this.options.value=this._trimAlignValue(t),this._refreshValue(),void this._change(null,0)):this._value()},values:function(e,i){var n,r,s;if(arguments.length&gt;1)return this.options.values[e]=this._trimAlignValue(i),this._refreshValue(),void this._change(null,e);if(!arguments.length)return this._values();if(!t.isArray(arguments[0]))return this.options.values&amp;&amp;this.options.values.length?this._values(e):this.value();for(n=this.options.values,r=arguments[0],s=0;s&lt;n.length;s+=1)n[s]=this._trimAlignValue(r[s]),this._change(null,s);this._refreshValue()},_setOption:function(e,i){var 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t.ui.keyCode.LEFT:if(r===this._valueMin())return;s=this._trimAlignValue(r-o)}this._slide(e,a,s)},click:function(t){t.preventDefault()},keyup:function(e){var i=t(e.target).data("ui-slider-handle-index");this._keySliding&amp;&amp;(this._keySliding=!1,this._stop(e,i),this._change(e,i),t(e.target).removeClass("ui-state-active"))}}})}(n),function(t){function e(t){return function(){var 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0!==r&amp;&amp;r.length&amp;&amp;(e[n]=r)}),e},_events:{keydown:function(t){this._start(t)&amp;&amp;this._keydown(t)&amp;&amp;t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(this._stop(),this._refresh(),void(this.previous!==this.element.val()&amp;&amp;this._trigger("change",t)))},mousewheel:function(t,e){if(e){if(!this.spinning&amp;&amp;!this._start(t))return!1;this._spin((e&gt;0?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&amp;&amp;this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(e){function i(){var t=this.element[0]===this.document[0].activeElement;t||(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n}))}var n;n=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),e.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(e)!==!1&amp;&amp;this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(e){return t(e.currentTarget).hasClass("ui-state-active")?this._start(e)===!1?!1:void this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var t=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=t.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()&gt;Math.ceil(.5*t.height())&amp;&amp;t.height()&gt;0&amp;&amp;t.height(t.height()),this.options.disabled&amp;&amp;this.disable()},_keydown:function(e){var i=this.options,n=t.ui.keyCode;switch(e.keyCode){case n.UP:return this._repeat(null,1,e),!0;case n.DOWN:return this._repeat(null,-1,e),!0;case n.PAGE_UP:return this._repeat(null,i.page,e),!0;case n.PAGE_DOWN:return this._repeat(null,-i.page,e),!0}return!1},_uiSpinnerHtml:function(){return"&lt;span class='ui-spinner ui-widget ui-widget-content ui-corner-all'&gt;&lt;/span&gt;"},_buttonHtml:function(){return"&lt;a class='ui-spinner-button ui-spinner-up ui-corner-tr'&gt;&lt;span class='ui-icon 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null!==this.options.min&amp;&amp;(t=Math.max(t,this._precisionOf(this.options.min))),t},_precisionOf:function(t){var e=t.toString(),i=e.indexOf(".");return-1===i?0:e.length-i-1},_adjustValue:function(t){var e,i,n=this.options;return e=null!==n.min?n.min:0,i=t-e,i=Math.round(i/n.step)*n.step,t=e+i,t=parseFloat(t.toFixed(this._precision())),null!==n.max&amp;&amp;t&gt;n.max?n.max:null!==n.min&amp;&amp;t&lt;n.min?n.min:t},_stop:function(t){this.spinning&amp;&amp;(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){if("culture"===t||"numberFormat"===t){var i=this._parse(this.element.val());return this.options[t]=e,void this.element.val(this._format(i))}("max"===t||"min"===t||"step"===t)&amp;&amp;"string"==typeof e&amp;&amp;(e=this._parse(e)),"icons"===t&amp;&amp;(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(e.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(e.down)),this._super(t,e),"disabled"===t&amp;&amp;(e?(this.element.prop("disabled",!0),this.buttons.button("disable")):(this.element.prop("disabled",!1),this.buttons.button("enable")))},_setOptions:e(function(t){this._super(t),this._value(this.element.val())}),_parse:function(t){return"string"==typeof t&amp;&amp;""!==t&amp;&amp;(t=window.Globalize&amp;&amp;this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t),""===t||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&amp;&amp;this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},_value:function(t,e){var 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i(){return++r}function n(t){return t.hash.length&gt;1&amp;&amp;decodeURIComponent(t.href.replace(s,""))===decodeURIComponent(location.href.replace(s,""))}var r=0,s=/#.*$/;t.widget("ui.tabs",{version:"1.10.3",delay:300,options:{active:null,collapsible:!1,event:"click",heightStyle:"content",hide:null,show:null,activate:null,beforeActivate:null,beforeLoad:null,load:null},_create:function(){var e=this,i=this.options;this.running=!1,this.element.addClass("ui-tabs ui-widget ui-widget-content ui-corner-all").toggleClass("ui-tabs-collapsible",i.collapsible).delegate(".ui-tabs-nav &gt; 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0}),null===e&amp;&amp;(e=this.tabs.index(this.tabs.filter(".ui-tabs-active"))),(null===e||-1===e)&amp;&amp;(e=this.tabs.length?0:!1)),e!==!1&amp;&amp;(e=this.tabs.index(this.tabs.eq(e)),-1===e&amp;&amp;(e=i?!1:0)),!i&amp;&amp;e===!1&amp;&amp;this.anchors.length&amp;&amp;(e=0),e},_getCreateEventData:function(){return{tab:this.active,panel:this.active.length?this._getPanelForTab(this.active):t()}},_tabKeydown:function(e){var i=t(this.document[0].activeElement).closest("li"),n=this.tabs.index(i),r=!0;if(!this._handlePageNav(e)){switch(e.keyCode){case t.ui.keyCode.RIGHT:case t.ui.keyCode.DOWN:n++;break;case t.ui.keyCode.UP:case t.ui.keyCode.LEFT:r=!1,n--;break;case t.ui.keyCode.END:n=this.anchors.length-1;break;case t.ui.keyCode.HOME:n=0;break;case t.ui.keyCode.SPACE:return e.preventDefault(),clearTimeout(this.activating),void this._activate(n);case t.ui.keyCode.ENTER:return e.preventDefault(),clearTimeout(this.activating),void this._activate(n===this.options.active?!1:n);default:return}e.preventDefault(),clearTimeout(this.activating),n=this._focusNextTab(n,r),e.ctrlKey||(i.attr("aria-selected","false"),this.tabs.eq(n).attr("aria-selected","true"),this.activating=this._delay(function(){this.option("active",n)},this.delay))}},_panelKeydown:function(e){this._handlePageNav(e)||e.ctrlKey&amp;&amp;e.keyCode===t.ui.keyCode.UP&amp;&amp;(e.preventDefault(),this.active.focus())},_handlePageNav:function(e){return e.altKey&amp;&amp;e.keyCode===t.ui.keyCode.PAGE_UP?(this._activate(this._focusNextTab(this.options.active-1,!1)),!0):e.altKey&amp;&amp;e.keyCode===t.ui.keyCode.PAGE_DOWN?(this._activate(this._focusNextTab(this.options.active+1,!0)),!0):void 0},_findNextTab:function(e,i){function n(){return e&gt;r&amp;&amp;(e=0),0&gt;e&amp;&amp;(e=r),e}for(var r=this.tabs.length-1;-1!==t.inArray(n(),this.options.disabled);)e=i?e+1:e-1;return e},_focusNextTab:function(t,e){return t=this._findNextTab(t,e),this.tabs.eq(t).focus(),t},_setOption:function(t,e){return"active"===t?void this._activate(e):"disabled"===t?void this._setupDisabled(e):(this._super(t,e),"collapsible"===t&amp;&amp;(this.element.toggleClass("ui-tabs-collapsible",e),e||this.options.active!==!1||this._activate(0)),"event"===t&amp;&amp;this._setupEvents(e),void("heightStyle"===t&amp;&amp;this._setupHeightStyle(e)))},_tabId:function(t){return t.attr("aria-controls")||"ui-tabs-"+i()},_sanitizeSelector:function(t){return t?t.replace(/[!"$%&amp;'()*+,.\/:;&lt;=&gt;?@\[\]\^`{|}~]/g,"\\$&amp;"):""},refresh:function(){var e=this.options,i=this.tablist.children(":has(a[href])");e.disabled=t.map(i.filter(".ui-state-disabled"),function(t){return i.index(t)}),this._processTabs(),e.active!==!1&amp;&amp;this.anchors.length?this.active.length&amp;&amp;!t.contains(this.tablist[0],this.active[0])?this.tabs.length===e.disabled.length?(e.active=!1,this.active=t()):this._activate(this._findNextTab(Math.max(0,e.active-1),!1)):e.active=this.tabs.index(this.active):(e.active=!1,this.active=t()),this._refresh()},_refresh:function(){this._setupDisabled(this.options.disabled),this._setupEvents(this.options.event),this._setupHeightStyle(this.options.heightStyle),this.tabs.not(this.active).attr({"aria-selected":"false",tabIndex:-1}),this.panels.not(this._getPanelForTab(this.active)).hide().attr({"aria-expanded":"false","aria-hidden":"true"}),this.active.length?(this.active.addClass("ui-tabs-active ui-state-active").attr({"aria-selected":"true",tabIndex:0}),this._getPanelForTab(this.active).show().attr({"aria-expanded":"true","aria-hidden":"false"})):this.tabs.eq(0).attr("tabIndex",0)},_processTabs:function(){var e=this;this.tablist=this._getList().addClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all").attr("role","tablist"),this.tabs=this.tablist.find("&gt; li:has(a[href])").addClass("ui-state-default ui-corner-top").attr({role:"tab",tabIndex:-1}),this.anchors=this.tabs.map(function(){return t("a",this)[0]}).addClass("ui-tabs-anchor").attr({role:"presentation",tabIndex:-1}),this.panels=t(),this.anchors.each(function(i,r){var s,o,a,l=t(r).uniqueId().attr("id"),u=t(r).closest("li"),h=u.attr("aria-controls");n(r)?(s=r.hash,o=e.element.find(e._sanitizeSelector(s))):(a=e._tabId(u),s="#"+a,o=e.element.find(s),o.length||(o=e._createPanel(a),o.insertAfter(e.panels[i-1]||e.tablist)),o.attr("aria-live","polite")),o.length&amp;&amp;(e.panels=e.panels.add(o)),h&amp;&amp;u.data("ui-tabs-aria-controls",h),u.attr({"aria-controls":s.substring(1),"aria-labelledby":l}),o.attr("aria-labelledby",l)}),this.panels.addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").attr("role","tabpanel")},_getList:function(){return this.element.find("ol,ul").eq(0)},_createPanel:function(e){return t("&lt;div&gt;").attr("id",e).addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").data("ui-tabs-destroy",!0)},_setupDisabled:function(e){t.isArray(e)&amp;&amp;(e.length?e.length===this.anchors.length&amp;&amp;(e=!0):e=!1);for(var i,n=0;i=this.tabs[n];n++)e===!0||-1!==t.inArray(n,e)?t(i).addClass("ui-state-disabled").attr("aria-disabled","true"):t(i).removeClass("ui-state-disabled").removeAttr("aria-disabled");this.options.disabled=e},_setupEvents:function(e){var i={click:function(t){t.preventDefault()}};e&amp;&amp;t.each(e.split(" "),function(t,e){i[e]="_eventHandler"}),this._off(this.anchors.add(this.tabs).add(this.panels)),this._on(this.anchors,i),this._on(this.tabs,{keydown:"_tabKeydown"}),this._on(this.panels,{keydown:"_panelKeydown"}),this._focusable(this.tabs),this._hoverable(this.tabs)},_setupHeightStyle:function(e){var i,n=this.element.parent();"fill"===e?(i=n.height(),i-=this.element.outerHeight()-this.element.height(),this.element.siblings(":visible").each(function(){var e=t(this),n=e.css("position");"absolute"!==n&amp;&amp;"fixed"!==n&amp;&amp;(i-=e.outerHeight(!0))}),this.element.children().not(this.panels).each(function(){i-=t(this).outerHeight(!0)}),this.panels.each(function(){t(this).height(Math.max(0,i-t(this).innerHeight()+t(this).height()))}).css("overflow","auto")):"auto"===e&amp;&amp;(i=0,this.panels.each(function(){i=Math.max(i,t(this).height("").height())}).height(i))},_eventHandler:function(e){var i=this.options,n=this.active,r=t(e.currentTarget),s=r.closest("li"),o=s[0]===n[0],a=o&amp;&amp;i.collapsible,l=a?t():this._getPanelForTab(s),u=n.length?this._getPanelForTab(n):t(),h={oldTab:n,oldPanel:u,newTab:a?t():s,newPanel:l};e.preventDefault(),s.hasClass("ui-state-disabled")||s.hasClass("ui-tabs-loading")||this.running||o&amp;&amp;!i.collapsible||this._trigger("beforeActivate",e,h)===!1||(i.active=a?!1:this.tabs.index(s),this.active=o?t():s,this.xhr&amp;&amp;this.xhr.abort(),u.length||l.length||t.error("jQuery UI Tabs: Mismatching fragment identifier."),l.length&amp;&amp;this.load(this.tabs.index(s),e),this._toggle(e,h))},_toggle:function(e,i){function n(){s.running=!1,s._trigger("activate",e,i)}function r(){i.newTab.closest("li").addClass("ui-tabs-active ui-state-active"),o.length&amp;&amp;s.options.show?s._show(o,s.options.show,n):(o.show(),n())}var s=this,o=i.newPanel,a=i.oldPanel;this.running=!0,a.length&amp;&amp;this.options.hide?this._hide(a,this.options.hide,function(){i.oldTab.closest("li").removeClass("ui-tabs-active ui-state-active"),r()}):(i.oldTab.closest("li").removeClass("ui-tabs-active ui-state-active"),a.hide(),r()),a.attr({"aria-expanded":"false","aria-hidden":"true"}),i.oldTab.attr("aria-selected","false"),o.length&amp;&amp;a.length?i.oldTab.attr("tabIndex",-1):o.length&amp;&amp;this.tabs.filter(function(){return 0===t(this).attr("tabIndex")}).attr("tabIndex",-1),o.attr({"aria-expanded":"true","aria-hidden":"false"}),i.newTab.attr({"aria-selected":"true",tabIndex:0})},_activate:function(e){var i,n=this._findActive(e);n[0]!==this.active[0]&amp;&amp;(n.length||(n=this.active),i=n.find(".ui-tabs-anchor")[0],this._eventHandler({target:i,currentTarget:i,preventDefault:t.noop}))},_findActive:function(e){return e===!1?t():this.tabs.eq(e)},_getIndex:function(t){return"string"==typeof t&amp;&amp;(t=this.anchors.index(this.anchors.filter("[href$='"+t+"']"))),t},_destroy:function(){this.xhr&amp;&amp;this.xhr.abort(),this.element.removeClass("ui-tabs ui-widget ui-widget-content ui-corner-all ui-tabs-collapsible"),this.tablist.removeClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all").removeAttr("role"),this.anchors.removeClass("ui-tabs-anchor").removeAttr("role").removeAttr("tabIndex").removeUniqueId(),this.tabs.add(this.panels).each(function(){t.data(this,"ui-tabs-destroy")?t(this).remove():t(this).removeClass("ui-state-default ui-state-active ui-state-disabled ui-corner-top ui-corner-bottom ui-widget-content ui-tabs-active ui-tabs-panel").removeAttr("tabIndex").removeAttr("aria-live").removeAttr("aria-busy").removeAttr("aria-selected").removeAttr("aria-labelledby").removeAttr("aria-hidden").removeAttr("aria-expanded").removeAttr("role")}),this.tabs.each(function(){var e=t(this),i=e.data("ui-tabs-aria-controls");i?e.attr("aria-controls",i).removeData("ui-tabs-aria-controls"):e.removeAttr("aria-controls")}),this.panels.show(),"content"!==this.options.heightStyle&amp;&amp;this.panels.css("height","")},enable:function(i){var n=this.options.disabled;n!==!1&amp;&amp;(i===e?n=!1:(i=this._getIndex(i),n=t.isArray(n)?t.map(n,function(t){return t!==i?t:null}):t.map(this.tabs,function(t,e){return e!==i?e:null})),this._setupDisabled(n))},disable:function(i){var n=this.options.disabled;if(n!==!0){if(i===e)n=!0;else{if(i=this._getIndex(i),-1!==t.inArray(i,n))return;n=t.isArray(n)?t.merge([i],n).sort():[i]}this._setupDisabled(n)}},load:function(e,i){e=this._getIndex(e);var r=this,s=this.tabs.eq(e),o=s.find(".ui-tabs-anchor"),a=this._getPanelForTab(s),l={tab:s,panel:a};n(o[0])||(this.xhr=t.ajax(this._ajaxSettings(o,i,l)),this.xhr&amp;&amp;"canceled"!==this.xhr.statusText&amp;&amp;(s.addClass("ui-tabs-loading"),a.attr("aria-busy","true"),this.xhr.success(function(t){setTimeout(function(){a.html(t),r._trigger("load",i,l)},1)}).complete(function(t,e){setTimeout(function(){"abort"===e&amp;&amp;r.panels.stop(!1,!0),s.removeClass("ui-tabs-loading"),a.removeAttr("aria-busy"),t===r.xhr&amp;&amp;delete r.xhr},1)})))},_ajaxSettings:function(e,i,n){var r=this;return{url:e.attr("href"),beforeSend:function(e,s){return r._trigger("beforeLoad",i,t.extend({jqXHR:e,ajaxSettings:s},n))}}},_getPanelForTab:function(e){var i=t(e).attr("aria-controls");return this.element.find(this._sanitizeSelector("#"+i))}})}(n),function(t){function e(e,i){var n=(e.attr("aria-describedby")||"").split(/\s+/);n.push(i),e.data("ui-tooltip-id",i).attr("aria-describedby",t.trim(n.join(" ")))}function i(e){var i=e.data("ui-tooltip-id"),n=(e.attr("aria-describedby")||"").split(/\s+/),r=t.inArray(i,n);-1!==r&amp;&amp;n.splice(r,1),e.removeData("ui-tooltip-id"),n=t.trim(n.join(" ")),n?e.attr("aria-describedby",n):e.removeAttr("aria-describedby")}var n=0;t.widget("ui.tooltip",{version:"1.10.3",options:{content:function(){var e=t(this).attr("title")||"";return t("&lt;a&gt;").text(e).html()},hide:!0,items:"[title]:not([disabled])",position:{my:"left top+15",at:"left bottom",collision:"flipfit flip"},show:!0,tooltipClass:null,track:!1,close:null,open:null},_create:function(){this._on({mouseover:"open",focusin:"open"}),this.tooltips={},this.parents={},this.options.disabled&amp;&amp;this._disable()},_setOption:function(e,i){var n=this;return"disabled"===e?(this[i?"_disable":"_enable"](),void(this.options[e]=i)):(this._super(e,i),void("content"===e&amp;&amp;t.each(this.tooltips,function(t,e){n._updateContent(e)})))},_disable:function(){var e=this;t.each(this.tooltips,function(i,n){var r=t.Event("blur");r.target=r.currentTarget=n[0],e.close(r,!0)}),this.element.find(this.options.items).addBack().each(function(){var e=t(this);e.is("[title]")&amp;&amp;e.data("ui-tooltip-title",e.attr("title")).attr("title","")})},_enable:function(){this.element.find(this.options.items).addBack().each(function(){var e=t(this);e.data("ui-tooltip-title")&amp;&amp;e.attr("title",e.data("ui-tooltip-title"))})},open:function(e){var i=this,n=t(e?e.target:this.element).closest(this.options.items);n.length&amp;&amp;!n.data("ui-tooltip-id")&amp;&amp;(n.attr("title")&amp;&amp;n.data("ui-tooltip-title",n.attr("title")),n.data("ui-tooltip-open",!0),e&amp;&amp;"mouseover"===e.type&amp;&amp;n.parents().each(function(){var e,n=t(this);n.data("ui-tooltip-open")&amp;&amp;(e=t.Event("blur"),e.target=e.currentTarget=this,i.close(e,!0)),n.attr("title")&amp;&amp;(n.uniqueId(),i.parents[this.id]={element:this,title:n.attr("title")},n.attr("title",""))}),this._updateContent(n,e))},_updateContent:function(t,e){var i,n=this.options.content,r=this,s=e?e.type:null;return"string"==typeof n?this._open(e,t,n):(i=n.call(t[0],function(i){t.data("ui-tooltip-open")&amp;&amp;r._delay(function(){e&amp;&amp;(e.type=s),this._open(e,t,i)})}),void(i&amp;&amp;this._open(e,t,i)))},_open:function(i,n,r){function s(t){u.of=t,o.is(":hidden")||o.position(u)}var o,a,l,u=t.extend({},this.options.position);if(r){if(o=this._find(n),o.length)return void o.find(".ui-tooltip-content").html(r);n.is("[title]")&amp;&amp;(i&amp;&amp;"mouseover"===i.type?n.attr("title",""):n.removeAttr("title")),o=this._tooltip(n),e(n,o.attr("id")),o.find(".ui-tooltip-content").html(r),this.options.track&amp;&amp;i&amp;&amp;/^mouse/.test(i.type)?(this._on(this.document,{mousemove:s}),s(i)):o.position(t.extend({of:n},this.options.position)),o.hide(),this._show(o,this.options.show),this.options.show&amp;&amp;this.options.show.delay&amp;&amp;(l=this.delayedShow=setInterval(function(){o.is(":visible")&amp;&amp;(s(u.of),clearInterval(l))},t.fx.interval)),this._trigger("open",i,{tooltip:o}),a={keyup:function(e){if(e.keyCode===t.ui.keyCode.ESCAPE){var i=t.Event(e);i.currentTarget=n[0],this.close(i,!0)}},remove:function(){this._removeTooltip(o)}},i&amp;&amp;"mouseover"!==i.type||(a.mouseleave="close"),i&amp;&amp;"focusin"!==i.type||(a.focusout="close"),this._on(!0,n,a)}},close:function(e){var n=this,r=t(e?e.currentTarget:this.element),s=this._find(r);this.closing||(clearInterval(this.delayedShow),r.data("ui-tooltip-title")&amp;&amp;r.attr("title",r.data("ui-tooltip-title")),i(r),s.stop(!0),this._hide(s,this.options.hide,function(){n._removeTooltip(t(this))}),r.removeData("ui-tooltip-open"),this._off(r,"mouseleave focusout keyup"),r[0]!==this.element[0]&amp;&amp;this._off(r,"remove"),this._off(this.document,"mousemove"),e&amp;&amp;"mouseleave"===e.type&amp;&amp;t.each(this.parents,function(e,i){t(i.element).attr("title",i.title),delete n.parents[e]}),this.closing=!0,this._trigger("close",e,{tooltip:s}),this.closing=!1)},_tooltip:function(e){var i="ui-tooltip-"+n++,r=t("&lt;div&gt;").attr({id:i,role:"tooltip"}).addClass("ui-tooltip ui-widget ui-corner-all ui-widget-content "+(this.options.tooltipClass||""));return t("&lt;div&gt;").addClass("ui-tooltip-content").appendTo(r),r.appendTo(this.document[0].body),this.tooltips[i]=e,r},_find:function(e){var i=e.data("ui-tooltip-id");return i?t("#"+i):t()},_removeTooltip:function(t){t.remove(),delete this.tooltips[t.attr("id")]},_destroy:function(){var e=this;t.each(this.tooltips,function(i,n){var r=t.Event("blur");r.target=r.currentTarget=n[0],e.close(r,!0),t("#"+i).remove(),n.data("ui-tooltip-title")&amp;&amp;(n.attr("title",n.data("ui-tooltip-title")),n.removeData("ui-tooltip-title"))})}})}(n)},{jquery:18}],12:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),
t("./position"),function(t,e){t.widget("ui.menu",{version:"1.10.4",defaultElement:"&lt;ul&gt;",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},menus:"ul",position:{my:"left top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content ui-corner-all").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}).bind("click"+this.eventNamespace,t.proxy(function(t){this.options.disabled&amp;&amp;t.preventDefault()},this)),this.options.disabled&amp;&amp;this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item &gt; a":function(t){t.preventDefault()},"click .ui-state-disabled &gt; a":function(t){t.preventDefault()},"click .ui-menu-item:has(a)":function(e){var i=t(e.target).closest(".ui-menu-item");!this.mouseHandled&amp;&amp;i.not(".ui-state-disabled").length&amp;&amp;(this.select(e),e.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(e):!this.element.is(":focus")&amp;&amp;t(this.document[0].activeElement).closest(".ui-menu").length&amp;&amp;(this.element.trigger("focus",[!0]),this.active&amp;&amp;1===this.active.parents(".ui-menu").length&amp;&amp;clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(e){var i=t(e.currentTarget);i.siblings().children(".ui-state-active").removeClass("ui-state-active"),this.focus(e,i)},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(t,e){var i=this.active||this.element.children(".ui-menu-item").eq(0);e||this.focus(t,i)},blur:function(e){this._delay(function(){t.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(e)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){t(e.target).closest(".ui-menu").length||this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-corner-all ui-menu-icons").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").children("a").removeUniqueId().removeClass("ui-corner-all ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var e=t(this);e.data("ui-menu-submenu-carat")&amp;&amp;e.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(e){function i(t){return t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&amp;")}var n,r,s,o,a,l=!0;switch(e.keyCode){case t.ui.keyCode.PAGE_UP:this.previousPage(e);break;case t.ui.keyCode.PAGE_DOWN:this.nextPage(e);break;case t.ui.keyCode.HOME:this._move("first","first",e);break;case t.ui.keyCode.END:this._move("last","last",e);break;case t.ui.keyCode.UP:this.previous(e);break;case t.ui.keyCode.DOWN:this.next(e);break;case t.ui.keyCode.LEFT:this.collapse(e);break;case t.ui.keyCode.RIGHT:this.active&amp;&amp;!this.active.is(".ui-state-disabled")&amp;&amp;this.expand(e);break;case t.ui.keyCode.ENTER:case t.ui.keyCode.SPACE:this._activate(e);break;case t.ui.keyCode.ESCAPE:this.collapse(e);break;default:l=!1,r=this.previousFilter||"",s=String.fromCharCode(e.keyCode),o=!1,clearTimeout(this.filterTimer),s===r?o=!0:s=r+s,a=new RegExp("^"+i(s),"i"),n=this.activeMenu.children(".ui-menu-item").filter(function(){return a.test(t(this).children("a").text())}),n=o&amp;&amp;-1!==n.index(this.active.next())?this.active.nextAll(".ui-menu-item"):n,n.length||(s=String.fromCharCode(e.keyCode),a=new RegExp("^"+i(s),"i"),n=this.activeMenu.children(".ui-menu-item").filter(function(){return a.test(t(this).children("a").text())})),n.length?(this.focus(e,n),n.length&gt;1?(this.previousFilter=s,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter):delete this.previousFilter}l&amp;&amp;e.preventDefault()},_activate:function(t){this.active.is(".ui-state-disabled")||(this.active.children("a[aria-haspopup='true']").length?this.expand(t):this.select(t))},refresh:function(){var e,i=this.options.icons.submenu,n=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),n.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-corner-all").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var e=t(this),n=e.prev("a"),r=t("&lt;span&gt;").addClass("ui-menu-icon ui-icon "+i).data("ui-menu-submenu-carat",!0);n.attr("aria-haspopup","true").prepend(r),e.attr("aria-labelledby",n.attr("id"))}),e=n.add(this.element),e.children(":not(.ui-menu-item):has(a)").addClass("ui-menu-item").attr("role","presentation").children("a").uniqueId().addClass("ui-corner-all").attr({tabIndex:-1,role:this._itemRole()}),e.children(":not(.ui-menu-item)").each(function(){var e=t(this);/[^\-\u2014\u2013\s]/.test(e.text())||e.addClass("ui-widget-content ui-menu-divider")}),e.children(".ui-state-disabled").attr("aria-disabled","true"),this.active&amp;&amp;!t.contains(this.element[0],this.active[0])&amp;&amp;this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(t,e){"icons"===t&amp;&amp;this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(e.submenu),this._super(t,e)},focus:function(t,e){var i,n;this.blur(t,t&amp;&amp;"focus"===t.type),this._scrollIntoView(e),this.active=e.first(),n=this.active.children("a").addClass("ui-state-focus"),this.options.role&amp;&amp;this.element.attr("aria-activedescendant",n.attr("id")),this.active.parent().closest(".ui-menu-item").children("a:first").addClass("ui-state-active"),t&amp;&amp;"keydown"===t.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=e.children(".ui-menu"),i.length&amp;&amp;t&amp;&amp;/^mouse/.test(t.type)&amp;&amp;this._startOpening(i),this.activeMenu=e.parent(),this._trigger("focus",t,{item:e})},_scrollIntoView:function(e){var i,n,r,s,o,a;this._hasScroll()&amp;&amp;(i=parseFloat(t.css(this.activeMenu[0],"borderTopWidth"))||0,n=parseFloat(t.css(this.activeMenu[0],"paddingTop"))||0,r=e.offset().top-this.activeMenu.offset().top-i-n,s=this.activeMenu.scrollTop(),o=this.activeMenu.height(),a=e.height(),0&gt;r?this.activeMenu.scrollTop(s+r):r+a&gt;o&amp;&amp;this.activeMenu.scrollTop(s+r-o+a))},blur:function(t,e){e||clearTimeout(this.timer),this.active&amp;&amp;(this.active.children("a").removeClass("ui-state-focus"),this.active=null,this._trigger("blur",t,{item:this.active}))},_startOpening:function(t){clearTimeout(this.timer),"true"===t.attr("aria-hidden")&amp;&amp;(this.timer=this._delay(function(){this._close(),this._open(t)},this.delay))},_open:function(e){var i=t.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(e.parents(".ui-menu")).hide().attr("aria-hidden","true"),e.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(e,i){clearTimeout(this.timer),this.timer=this._delay(function(){var n=i?this.element:t(e&amp;&amp;e.target).closest(this.element.find(".ui-menu"));n.length||(n=this.element),this._close(n),this.blur(e),this.activeMenu=n},this.delay)},_close:function(t){t||(t=this.active?this.active.parent():this.element),t.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find("a.ui-state-active").removeClass("ui-state-active")},collapse:function(t){var e=this.active&amp;&amp;this.active.parent().closest(".ui-menu-item",this.element);e&amp;&amp;e.length&amp;&amp;(this._close(),this.focus(t,e))},expand:function(t){var e=this.active&amp;&amp;this.active.children(".ui-menu ").children(".ui-menu-item").first();e&amp;&amp;e.length&amp;&amp;(this._open(e.parent()),this._delay(function(){this.focus(t,e)}))},next:function(t){this._move("next","first",t)},previous:function(t){this._move("prev","last",t)},isFirstItem:function(){return this.active&amp;&amp;!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&amp;&amp;!this.active.nextAll(".ui-menu-item").length},_move:function(t,e,i){var n;this.active&amp;&amp;(n="first"===t||"last"===t?this.active["first"===t?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[t+"All"](".ui-menu-item").eq(0)),n&amp;&amp;n.length&amp;&amp;this.active||(n=this.activeMenu.children(".ui-menu-item")[e]()),this.focus(i,n)},nextPage:function(e){var i,n,r;return this.active?void(this.isLastItem()||(this._hasScroll()?(n=this.active.offset().top,r=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=t(this),i.offset().top-n-r&lt;0}),this.focus(e,i)):this.focus(e,this.activeMenu.children(".ui-menu-item")[this.active?"last":"first"]()))):void this.next(e)},previousPage:function(e){var i,n,r;return this.active?void(this.isFirstItem()||(this._hasScroll()?(n=this.active.offset().top,r=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=t(this),i.offset().top-n+r&gt;0}),this.focus(e,i)):this.focus(e,this.activeMenu.children(".ui-menu-item").first()))):void this.next(e)},_hasScroll:function(){return this.element.outerHeight()&lt;this.element.prop("scrollHeight")},select:function(e){this.active=this.active||t(e.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(e,!0),this._trigger("select",e,i)}})}(n)},{"./core":7,"./position":14,"./widget":17,jquery:18}],13:[function(t,e,i){var n=t("jquery");t("./widget"),function(t,e){var i=!1;t(document).mouseup(function(){i=!1}),t.widget("ui.mouse",{version:"1.10.4",options:{cancel:"input,textarea,button,select,option",distance:1,delay:0},_mouseInit:function(){var e=this;this.element.bind("mousedown."+this.widgetName,function(t){return e._mouseDown(t)}).bind("click."+this.widgetName,function(i){return!0===t.data(i.target,e.widgetName+".preventClickEvent")?(t.removeData(i.target,e.widgetName+".preventClickEvent"),i.stopImmediatePropagation(),!1):void 0}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName),this._mouseMoveDelegate&amp;&amp;t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate)},_mouseDown:function(e){if(!i){this._mouseStarted&amp;&amp;this._mouseUp(e),this._mouseDownEvent=e;var n=this,r=1===e.which,s="string"==typeof this.options.cancel&amp;&amp;e.target.nodeName?t(e.target).closest(this.options.cancel).length:!1;return r&amp;&amp;!s&amp;&amp;this._mouseCapture(e)?(this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){n.mouseDelayMet=!0},this.options.delay)),this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(e)!==!1,!this._mouseStarted)?(e.preventDefault(),!0):(!0===t.data(e.target,this.widgetName+".preventClickEvent")&amp;&amp;t.removeData(e.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(t){return n._mouseMove(t)},this._mouseUpDelegate=function(t){return n._mouseUp(t)},t(document).bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),e.preventDefault(),i=!0,!0)):!0}},_mouseMove:function(e){return t.ui.ie&amp;&amp;(!document.documentMode||document.documentMode&lt;9)&amp;&amp;!e.button?this._mouseUp(e):this._mouseStarted?(this._mouseDrag(e),e.preventDefault()):(this._mouseDistanceMet(e)&amp;&amp;this._mouseDelayMet(e)&amp;&amp;(this._mouseStarted=this._mouseStart(this._mouseDownEvent,e)!==!1,this._mouseStarted?this._mouseDrag(e):this._mouseUp(e)),!this._mouseStarted)},_mouseUp:function(e){return t(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&amp;&amp;(this._mouseStarted=!1,e.target===this._mouseDownEvent.target&amp;&amp;t.data(e.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(e)),!1},_mouseDistanceMet:function(t){return Math.max(Math.abs(this._mouseDownEvent.pageX-t.pageX),Math.abs(this._mouseDownEvent.pageY-t.pageY))&gt;=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}})}(n)},{"./widget":17,jquery:18}],14:[function(t,e,i){var n=t("jquery");!function(t,e){function i(t,e,i){return[parseFloat(t[0])*(d.test(t[0])?e/100:1),parseFloat(t[1])*(d.test(t[1])?i/100:1)]}function n(e,i){return parseInt(t.css(e,i),10)||0}function r(e){var i=e[0];return 9===i.nodeType?{width:e.width(),height:e.height(),offset:{top:0,left:0}}:t.isWindow(i)?{width:e.width(),height:e.height(),offset:{top:e.scrollTop(),left:e.scrollLeft()}}:i.preventDefault?{width:0,height:0,offset:{top:i.pageY,left:i.pageX}}:{width:e.outerWidth(),height:e.outerHeight(),offset:e.offset()}}t.ui=t.ui||{};var s,o=Math.max,a=Math.abs,l=Math.round,u=/left|center|right/,h=/top|center|bottom/,c=/[\+\-]\d+(\.[\d]+)?%?/,p=/^\w+/,d=/%$/,f=t.fn.position;t.position={scrollbarWidth:function(){if(s!==e)return s;var i,n,r=t("&lt;div style='display:block;position:absolute;width:50px;height:50px;overflow:hidden;'&gt;&lt;div style='height:100px;width:auto;'&gt;&lt;/div&gt;&lt;/div&gt;"),o=r.children()[0];return t("body").append(r),i=o.offsetWidth,r.css("overflow","scroll"),n=o.offsetWidth,i===n&amp;&amp;(n=r[0].clientWidth),r.remove(),s=i-n},getScrollInfo:function(e){var i=e.isWindow||e.isDocument?"":e.element.css("overflow-x"),n=e.isWindow||e.isDocument?"":e.element.css("overflow-y"),r="scroll"===i||"auto"===i&amp;&amp;e.width&lt;e.element[0].scrollWidth,s="scroll"===n||"auto"===n&amp;&amp;e.height&lt;e.element[0].scrollHeight;return{width:s?t.position.scrollbarWidth():0,height:r?t.position.scrollbarWidth():0}},getWithinInfo:function(e){var i=t(e||window),n=t.isWindow(i[0]),r=!!i[0]&amp;&amp;9===i[0].nodeType;return{element:i,isWindow:n,isDocument:r,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:n?i.width():i.outerWidth(),height:n?i.height():i.outerHeight()}}},t.fn.position=function(e){if(!e||!e.of)return f.apply(this,arguments);e=t.extend({},e);var s,d,g,m,_,v,y=t(e.of),b=t.position.getWithinInfo(e.within),w=t.position.getScrollInfo(b),x=(e.collision||"flip").split(" "),k={};return v=r(y),y[0].preventDefault&amp;&amp;(e.at="left top"),d=v.width,g=v.height,m=v.offset,_=t.extend({},m),t.each(["my","at"],function(){var t,i,n=(e[this]||"").split(" ");1===n.length&amp;&amp;(n=u.test(n[0])?n.concat(["center"]):h.test(n[0])?["center"].concat(n):["center","center"]),n[0]=u.test(n[0])?n[0]:"center",n[1]=h.test(n[1])?n[1]:"center",t=c.exec(n[0]),i=c.exec(n[1]),k[this]=[t?t[0]:0,i?i[0]:0],e[this]=[p.exec(n[0])[0],p.exec(n[1])[0]]}),1===x.length&amp;&amp;(x[1]=x[0]),"right"===e.at[0]?_.left+=d:"center"===e.at[0]&amp;&amp;(_.left+=d/2),"bottom"===e.at[1]?_.top+=g:"center"===e.at[1]&amp;&amp;(_.top+=g/2),s=i(k.at,d,g),_.left+=s[0],_.top+=s[1],this.each(function(){var r,u,h=t(this),c=h.outerWidth(),p=h.outerHeight(),f=n(this,"marginLeft"),v=n(this,"marginTop"),M=c+f+n(this,"marginRight")+w.width,C=p+v+n(this,"marginBottom")+w.height,D=t.extend({},_),T=i(k.my,h.outerWidth(),h.outerHeight());"right"===e.my[0]?D.left-=c:"center"===e.my[0]&amp;&amp;(D.left-=c/2),"bottom"===e.my[1]?D.top-=p:"center"===e.my[1]&amp;&amp;(D.top-=p/2),D.left+=T[0],D.top+=T[1],t.support.offsetFractions||(D.left=l(D.left),D.top=l(D.top)),r={marginLeft:f,marginTop:v},t.each(["left","top"],function(i,n){t.ui.position[x[i]]&amp;&amp;t.ui.position[x[i]][n](D,{targetWidth:d,targetHeight:g,elemWidth:c,elemHeight:p,collisionPosition:r,collisionWidth:M,collisionHeight:C,offset:[s[0]+T[0],s[1]+T[1]],my:e.my,at:e.at,within:b,elem:h})}),e.using&amp;&amp;(u=function(t){var i=m.left-D.left,n=i+d-c,r=m.top-D.top,s=r+g-p,l={target:{element:y,left:m.left,top:m.top,width:d,height:g},element:{element:h,left:D.left,top:D.top,width:c,height:p},horizontal:0&gt;n?"left":i&gt;0?"right":"center",vertical:0&gt;s?"top":r&gt;0?"bottom":"middle"};c&gt;d&amp;&amp;a(i+n)&lt;d&amp;&amp;(l.horizontal="center"),p&gt;g&amp;&amp;a(r+s)&lt;g&amp;&amp;(l.vertical="middle"),o(a(i),a(n))&gt;o(a(r),a(s))?l.important="horizontal":l.important="vertical",e.using.call(this,t,l)}),h.offset(t.extend(D,{using:u}))})},t.ui.position={fit:{left:function(t,e){var i,n=e.within,r=n.isWindow?n.scrollLeft:n.offset.left,s=n.width,a=t.left-e.collisionPosition.marginLeft,l=r-a,u=a+e.collisionWidth-s-r;e.collisionWidth&gt;s?l&gt;0&amp;&amp;0&gt;=u?(i=t.left+l+e.collisionWidth-s-r,t.left+=l-i):u&gt;0&amp;&amp;0&gt;=l?t.left=r:l&gt;u?t.left=r+s-e.collisionWidth:t.left=r:l&gt;0?t.left+=l:u&gt;0?t.left-=u:t.left=o(t.left-a,t.left)},top:function(t,e){var i,n=e.within,r=n.isWindow?n.scrollTop:n.offset.top,s=e.within.height,a=t.top-e.collisionPosition.marginTop,l=r-a,u=a+e.collisionHeight-s-r;e.collisionHeight&gt;s?l&gt;0&amp;&amp;0&gt;=u?(i=t.top+l+e.collisionHeight-s-r,t.top+=l-i):u&gt;0&amp;&amp;0&gt;=l?t.top=r:l&gt;u?t.top=r+s-e.collisionHeight:t.top=r:l&gt;0?t.top+=l:u&gt;0?t.top-=u:t.top=o(t.top-a,t.top)}},flip:{left:function(t,e){var i,n,r=e.within,s=r.offset.left+r.scrollLeft,o=r.width,l=r.isWindow?r.scrollLeft:r.offset.left,u=t.left-e.collisionPosition.marginLeft,h=u-l,c=u+e.collisionWidth-o-l,p="left"===e.my[0]?-e.elemWidth:"right"===e.my[0]?e.elemWidth:0,d="left"===e.at[0]?e.targetWidth:"right"===e.at[0]?-e.targetWidth:0,f=-2*e.offset[0];0&gt;h?(i=t.left+p+d+f+e.collisionWidth-o-s,(0&gt;i||i&lt;a(h))&amp;&amp;(t.left+=p+d+f)):c&gt;0&amp;&amp;(n=t.left-e.collisionPosition.marginLeft+p+d+f-l,(n&gt;0||a(n)&lt;c)&amp;&amp;(t.left+=p+d+f))},top:function(t,e){var i,n,r=e.within,s=r.offset.top+r.scrollTop,o=r.height,l=r.isWindow?r.scrollTop:r.offset.top,u=t.top-e.collisionPosition.marginTop,h=u-l,c=u+e.collisionHeight-o-l,p="top"===e.my[1],d=p?-e.elemHeight:"bottom"===e.my[1]?e.elemHeight:0,f="top"===e.at[1]?e.targetHeight:"bottom"===e.at[1]?-e.targetHeight:0,g=-2*e.offset[1];0&gt;h?(n=t.top+d+f+g+e.collisionHeight-o-s,t.top+d+f+g&gt;h&amp;&amp;(0&gt;n||n&lt;a(h))&amp;&amp;(t.top+=d+f+g)):c&gt;0&amp;&amp;(i=t.top-e.collisionPosition.marginTop+d+f+g-l,t.top+d+f+g&gt;c&amp;&amp;(i&gt;0||a(i)&lt;c)&amp;&amp;(t.top+=d+f+g))}},flipfit:{left:function(){t.ui.position.flip.left.apply(this,arguments),t.ui.position.fit.left.apply(this,arguments)},top:function(){t.ui.position.flip.top.apply(this,arguments),t.ui.position.fit.top.apply(this,arguments)}}},function(){var e,i,n,r,s,o=document.getElementsByTagName("body")[0],a=document.createElement("div");e=document.createElement(o?"div":"body"),n={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},o&amp;&amp;t.extend(n,{position:"absolute",left:"-1000px",top:"-1000px"});for(s in n)e.style[s]=n[s];e.appendChild(a),i=o||document.documentElement,i.insertBefore(e,i.firstChild),a.style.cssText="position: absolute; left: 10.7432222px;",r=t(a).offset().left,t.support.offsetFractions=r&gt;10&amp;&amp;11&gt;r,e.innerHTML="",i.removeChild(e)}()}(n)},{jquery:18}],15:[function(t,e,i){var n=t("jquery");t("./core"),t("./mouse"),t("./widget"),function(t,e){function i(t,e,i){return t&gt;e&amp;&amp;e+i&gt;t}function n(t){return/left|right/.test(t.css("float"))||/inline|table-cell/.test(t.css("display"))}t.widget("ui.sortable",t.ui.mouse,{version:"1.10.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"&gt; *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_create:function(){var t=this.options;this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.floating=this.items.length?"x"===t.axis||n(this.items[0].item):!1,this.offset=this.element.offset(),this._mouseInit(),this.ready=!0},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled"),this._mouseDestroy();for(var t=this.items.length-1;t&gt;=0;t--)this.items[t].item.removeData(this.widgetName+"-item");return this},_setOption:function(e,i){"disabled"===e?(this.options[e]=i,this.widget().toggleClass("ui-sortable-disabled",!!i)):t.Widget.prototype._setOption.apply(this,arguments)},_mouseCapture:function(e,i){var n=null,r=!1,s=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(e),t(e.target).parents().each(function(){return t.data(this,s.widgetName+"-item")===s?(n=t(this),!1):void 0}),t.data(e.target,s.widgetName+"-item")===s&amp;&amp;(n=t(e.target)),n&amp;&amp;(!this.options.handle||i||(t(this.options.handle,n).find("*").addBack().each(function(){this===e.target&amp;&amp;(r=!0)}),r))?(this.currentItem=n,this._removeCurrentsFromItems(),!0):!1)},_mouseStart:function(e,i,n){var r,s,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(e),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},t.extend(this.offset,{click:{left:e.pageX-this.offset.left,top:e.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(e),this.originalPageX=e.pageX,this.originalPageY=e.pageY,o.cursorAt&amp;&amp;this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&amp;&amp;this.currentItem.hide(),this._createPlaceholder(),o.containment&amp;&amp;this._setContainment(),o.cursor&amp;&amp;"auto"!==o.cursor&amp;&amp;(s=this.document.find("body"),this.storedCursor=s.css("cursor"),s.css("cursor",o.cursor),this.storedStylesheet=t("&lt;style&gt;*{ cursor: "+o.cursor+" !important; }&lt;/style&gt;").appendTo(s)),o.opacity&amp;&amp;(this.helper.css("opacity")&amp;&amp;(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&amp;&amp;(this.helper.css("zIndex")&amp;&amp;(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName&amp;&amp;(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",e,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!n)for(r=this.containers.length-1;r&gt;=0;r--)this.containers[r]._trigger("activate",e,this._uiHash(this));return t.ui.ddmanager&amp;&amp;(t.ui.ddmanager.current=this),t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(e),!0},_mouseDrag:function(e){var i,n,r,s,o=this.options,a=!1;for(this.position=this._generatePosition(e),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&amp;&amp;(this.scrollParent[0]!==document&amp;&amp;"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-e.pageY&lt;o.scrollSensitivity?this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop+o.scrollSpeed:e.pageY-this.overflowOffset.top&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollTop=a=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-e.pageX&lt;o.scrollSensitivity?this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft+o.scrollSpeed:e.pageX-this.overflowOffset.left&lt;o.scrollSensitivity&amp;&amp;(this.scrollParent[0].scrollLeft=a=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(e.pageY-t(document).scrollTop()&lt;o.scrollSensitivity?a=t(document).scrollTop(t(document).scrollTop()-o.scrollSpeed):t(window).height()-(e.pageY-t(document).scrollTop())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollTop(t(document).scrollTop()+o.scrollSpeed)),e.pageX-t(document).scrollLeft()&lt;o.scrollSensitivity?a=t(document).scrollLeft(t(document).scrollLeft()-o.scrollSpeed):t(window).width()-(e.pageX-t(document).scrollLeft())&lt;o.scrollSensitivity&amp;&amp;(a=t(document).scrollLeft(t(document).scrollLeft()+o.scrollSpeed))),a!==!1&amp;&amp;t.ui.ddmanager&amp;&amp;!o.dropBehaviour&amp;&amp;t.ui.ddmanager.prepareOffsets(this,e)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&amp;&amp;"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&amp;&amp;"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i&gt;=0;i--)if(n=this.items[i],r=n.item[0],s=this._intersectsWithPointer(n),s&amp;&amp;n.instance===this.currentContainer&amp;&amp;r!==this.currentItem[0]&amp;&amp;this.placeholder[1===s?"next":"prev"]()[0]!==r&amp;&amp;!t.contains(this.placeholder[0],r)&amp;&amp;("semi-dynamic"===this.options.type?!t.contains(this.element[0],r):!0)){if(this.direction=1===s?"down":"up","pointer"!==this.options.tolerance&amp;&amp;!this._intersectsWithSides(n))break;this._rearrange(e,n),this._trigger("change",e,this._uiHash());break}return this._contactContainers(e),t.ui.ddmanager&amp;&amp;t.ui.ddmanager.drag(this,e),this._trigger("sort",e,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(e,i){if(e){if(t.ui.ddmanager&amp;&amp;!this.options.dropBehaviour&amp;&amp;t.ui.ddmanager.drop(this,e),this.options.revert){var n=this,r=this.placeholder.offset(),s=this.options.axis,o={};s&amp;&amp;"x"!==s||(o.left=r.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollLeft)),s&amp;&amp;"y"!==s||(o.top=r.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===document.body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,t(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){n._clear(e)})}else this._clear(e,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var e=this.containers.length-1;e&gt;=0;e--)this.containers[e]._trigger("deactivate",null,this._uiHash(this)),this.containers[e].containerCache.over&amp;&amp;(this.containers[e]._trigger("out",null,this._uiHash(this)),this.containers[e].containerCache.over=0)}return this.placeholder&amp;&amp;(this.placeholder[0].parentNode&amp;&amp;this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&amp;&amp;this.helper&amp;&amp;this.helper[0].parentNode&amp;&amp;this.helper.remove(),t.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?t(this.domPosition.prev).after(this.currentItem):t(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},t(i).each(function(){var i=(t(e.item||this).attr(e.attribute||"id")||"").match(e.expression||/(.+)[\-=_](.+)/);i&amp;&amp;n.push((e.key||i[1]+"[]")+"="+(e.key&amp;&amp;e.expression?i[1]:i[2]))}),!n.length&amp;&amp;e.key&amp;&amp;n.push(e.key+"="),n.join("&amp;")},toArray:function(e){var i=this._getItemsAsjQuery(e&amp;&amp;e.connected),n=[];return e=e||{},i.each(function(){n.push(t(e.item||this).attr(e.attribute||"id")||"")}),n},_intersectsWith:function(t){var e=this.positionAbs.left,i=e+this.helperProportions.width,n=this.positionAbs.top,r=n+this.helperProportions.height,s=t.left,o=s+t.width,a=t.top,l=a+t.height,u=this.offset.click.top,h=this.offset.click.left,c="x"===this.options.axis||n+u&gt;a&amp;&amp;l&gt;n+u,p="y"===this.options.axis||e+h&gt;s&amp;&amp;o&gt;e+h,d=c&amp;&amp;p;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&amp;&amp;this.helperProportions[this.floating?"width":"height"]&gt;t[this.floating?"width":"height"]?d:s&lt;e+this.helperProportions.width/2&amp;&amp;i-this.helperProportions.width/2&lt;o&amp;&amp;a&lt;n+this.helperProportions.height/2&amp;&amp;r-this.helperProportions.height/2&lt;l},_intersectsWithPointer:function(t){var e="x"===this.options.axis||i(this.positionAbs.top+this.offset.click.top,t.top,t.height),n="y"===this.options.axis||i(this.positionAbs.left+this.offset.click.left,t.left,t.width),r=e&amp;&amp;n,s=this._getDragVerticalDirection(),o=this._getDragHorizontalDirection();return r?this.floating?o&amp;&amp;"right"===o||"down"===s?2:1:s&amp;&amp;("down"===s?2:1):!1},_intersectsWithSides:function(t){var e=i(this.positionAbs.top+this.offset.click.top,t.top+t.height/2,t.height),n=i(this.positionAbs.left+this.offset.click.left,t.left+t.width/2,t.width),r=this._getDragVerticalDirection(),s=this._getDragHorizontalDirection();return this.floating&amp;&amp;s?"right"===s&amp;&amp;n||"left"===s&amp;&amp;!n:r&amp;&amp;("down"===r&amp;&amp;e||"up"===r&amp;&amp;!e)},_getDragVerticalDirection:function(){var t=this.positionAbs.top-this.lastPositionAbs.top;return 0!==t&amp;&amp;(t&gt;0?"down":"up")},_getDragHorizontalDirection:function(){var t=this.positionAbs.left-this.lastPositionAbs.left;return 0!==t&amp;&amp;(t&gt;0?"right":"left")},refresh:function(t){return this._refreshItems(t),this.refreshPositions(),this},_connectWith:function(){var t=this.options;return t.connectWith.constructor===String?[t.connectWith]:t.connectWith},_getItemsAsjQuery:function(e){function i(){a.push(this)}var n,r,s,o,a=[],l=[],u=this._connectWith();if(u&amp;&amp;e)for(n=u.length-1;n&gt;=0;n--)for(s=t(u[n]),r=s.length-1;r&gt;=0;r--)o=t.data(s[r],this.widgetFullName),o&amp;&amp;o!==this&amp;&amp;!o.options.disabled&amp;&amp;l.push([t.isFunction(o.options.items)?o.options.items.call(o.element):t(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(l.push([t.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):t(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),n=l.length-1;n&gt;=0;n--)l[n][0].each(i);return t(a)},_removeCurrentsFromItems:function(){var e=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=t.grep(this.items,function(t){for(var i=0;i&lt;e.length;i++)if(e[i]===t.item[0])return!1;return!0})},_refreshItems:function(e){this.items=[],this.containers=[this];var i,n,r,s,o,a,l,u,h=this.items,c=[[t.isFunction(this.options.items)?this.options.items.call(this.element[0],e,{item:this.currentItem}):t(this.options.items,this.element),this]],p=this._connectWith();if(p&amp;&amp;this.ready)for(i=p.length-1;i&gt;=0;i--)for(r=t(p[i]),n=r.length-1;n&gt;=0;n--)s=t.data(r[n],this.widgetFullName),s&amp;&amp;s!==this&amp;&amp;!s.options.disabled&amp;&amp;(c.push([t.isFunction(s.options.items)?s.options.items.call(s.element[0],e,{item:this.currentItem}):t(s.options.items,s.element),s]),this.containers.push(s));for(i=c.length-1;i&gt;=0;i--)for(o=c[i][1],a=c[i][0],n=0,u=a.length;u&gt;n;n++)l=t(a[n]),l.data(this.widgetName+"-item",o),h.push({item:l,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(e){this.offsetParent&amp;&amp;this.helper&amp;&amp;(this.offset.parent=this._getParentOffset());var i,n,r,s;for(i=this.items.length-1;i&gt;=0;i--)n=this.items[i],n.instance!==this.currentContainer&amp;&amp;this.currentContainer&amp;&amp;n.item[0]!==this.currentItem[0]||(r=this.options.toleranceElement?t(this.options.toleranceElement,n.item):n.item,e||(n.width=r.outerWidth(),n.height=r.outerHeight()),s=r.offset(),n.left=s.left,n.top=s.top);if(this.options.custom&amp;&amp;this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i&gt;=0;i--)s=this.containers[i].element.offset(),this.containers[i].containerCache.left=s.left,this.containers[i].containerCache.top=s.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(e){e=e||this;var i,n=e.options;n.placeholder&amp;&amp;n.placeholder.constructor!==String||(i=n.placeholder,n.placeholder={element:function(){var n=e.currentItem[0].nodeName.toLowerCase(),r=t("&lt;"+n+"&gt;",e.document[0]).addClass(i||e.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tr"===n?e.currentItem.children().each(function(){t("&lt;td&gt;&amp;#160;&lt;/td&gt;",e.document[0]).attr("colspan",t(this).attr("colspan")||1).appendTo(r)}):"img"===n&amp;&amp;r.attr("src",e.currentItem.attr("src")),i||r.css("visibility","hidden"),r},update:function(t,r){(!i||n.forcePlaceholderSize)&amp;&amp;(r.height()||r.height(e.currentItem.innerHeight()-parseInt(e.currentItem.css("paddingTop")||0,10)-parseInt(e.currentItem.css("paddingBottom")||0,10)),r.width()||r.width(e.currentItem.innerWidth()-parseInt(e.currentItem.css("paddingLeft")||0,10)-parseInt(e.currentItem.css("paddingRight")||0,10)));
}}),e.placeholder=t(n.placeholder.element.call(e.element,e.currentItem)),e.currentItem.after(e.placeholder),n.placeholder.update(e,e.placeholder)},_contactContainers:function(e){var r,s,o,a,l,u,h,c,p,d,f=null,g=null;for(r=this.containers.length-1;r&gt;=0;r--)if(!t.contains(this.currentItem[0],this.containers[r].element[0]))if(this._intersectsWith(this.containers[r].containerCache)){if(f&amp;&amp;t.contains(this.containers[r].element[0],f.element[0]))continue;f=this.containers[r],g=r}else this.containers[r].containerCache.over&amp;&amp;(this.containers[r]._trigger("out",e,this._uiHash(this)),this.containers[r].containerCache.over=0);if(f)if(1===this.containers.length)this.containers[g].containerCache.over||(this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1);else{for(o=1e4,a=null,d=f.floating||n(this.currentItem),l=d?"left":"top",u=d?"width":"height",h=this.positionAbs[l]+this.offset.click[l],s=this.items.length-1;s&gt;=0;s--)t.contains(this.containers[g].element[0],this.items[s].item[0])&amp;&amp;this.items[s].item[0]!==this.currentItem[0]&amp;&amp;(!d||i(this.positionAbs.top+this.offset.click.top,this.items[s].top,this.items[s].height))&amp;&amp;(c=this.items[s].item.offset()[l],p=!1,Math.abs(c-h)&gt;Math.abs(c+this.items[s][u]-h)&amp;&amp;(p=!0,c+=this.items[s][u]),Math.abs(c-h)&lt;o&amp;&amp;(o=Math.abs(c-h),a=this.items[s],this.direction=p?"up":"down"));if(!a&amp;&amp;!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[g])return;a?this._rearrange(e,a,null,!0):this._rearrange(e,null,this.containers[g].element,!0),this._trigger("change",e,this._uiHash()),this.containers[g]._trigger("change",e,this._uiHash(this)),this.currentContainer=this.containers[g],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[g]._trigger("over",e,this._uiHash(this)),this.containers[g].containerCache.over=1}},_createHelper:function(e){var i=this.options,n=t.isFunction(i.helper)?t(i.helper.apply(this.element[0],[e,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return n.parents("body").length||t("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(n[0]),n[0]===this.currentItem[0]&amp;&amp;(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!n[0].style.width||i.forceHelperSize)&amp;&amp;n.width(this.currentItem.width()),(!n[0].style.height||i.forceHelperSize)&amp;&amp;n.height(this.currentItem.height()),n},_adjustOffsetFromHelper:function(e){"string"==typeof e&amp;&amp;(e=e.split(" ")),t.isArray(e)&amp;&amp;(e={left:+e[0],top:+e[1]||0}),"left"in e&amp;&amp;(this.offset.click.left=e.left+this.margins.left),"right"in e&amp;&amp;(this.offset.click.left=this.helperProportions.width-e.right+this.margins.left),"top"in e&amp;&amp;(this.offset.click.top=e.top+this.margins.top),"bottom"in e&amp;&amp;(this.offset.click.top=this.helperProportions.height-e.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var e=this.offsetParent.offset();return"absolute"===this.cssPosition&amp;&amp;this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])&amp;&amp;(e.left+=this.scrollParent.scrollLeft(),e.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===document.body||this.offsetParent[0].tagName&amp;&amp;"html"===this.offsetParent[0].tagName.toLowerCase()&amp;&amp;t.ui.ie)&amp;&amp;(e={top:0,left:0}),{top:e.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:e.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var t=this.currentItem.position();return{top:t.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:t.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var e,i,n,r=this.options;"parent"===r.containment&amp;&amp;(r.containment=this.helper[0].parentNode),("document"===r.containment||"window"===r.containment)&amp;&amp;(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,t("document"===r.containment?document:window).width()-this.helperProportions.width-this.margins.left,(t("document"===r.containment?document:window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(r.containment)||(e=t(r.containment)[0],i=t(r.containment).offset(),n="hidden"!==t(e).css("overflow"),this.containment=[i.left+(parseInt(t(e).css("borderLeftWidth"),10)||0)+(parseInt(t(e).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(t(e).css("borderTopWidth"),10)||0)+(parseInt(t(e).css("paddingTop"),10)||0)-this.margins.top,i.left+(n?Math.max(e.scrollWidth,e.offsetWidth):e.offsetWidth)-(parseInt(t(e).css("borderLeftWidth"),10)||0)-(parseInt(t(e).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(n?Math.max(e.scrollHeight,e.offsetHeight):e.offsetHeight)-(parseInt(t(e).css("borderTopWidth"),10)||0)-(parseInt(t(e).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(e,i){i||(i=this.position);var n="absolute"===e?1:-1,r="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,s=/(html|body)/i.test(r[0].tagName);return{top:i.top+this.offset.relative.top*n+this.offset.parent.top*n-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():s?0:r.scrollTop())*n,left:i.left+this.offset.relative.left*n+this.offset.parent.left*n-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():s?0:r.scrollLeft())*n}},_generatePosition:function(e){var i,n,r=this.options,s=e.pageX,o=e.pageY,a="absolute"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;t.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,l=/(html|body)/i.test(a[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==document&amp;&amp;this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&amp;&amp;(this.containment&amp;&amp;(e.pageX-this.offset.click.left&lt;this.containment[0]&amp;&amp;(s=this.containment[0]+this.offset.click.left),e.pageY-this.offset.click.top&lt;this.containment[1]&amp;&amp;(o=this.containment[1]+this.offset.click.top),e.pageX-this.offset.click.left&gt;this.containment[2]&amp;&amp;(s=this.containment[2]+this.offset.click.left),e.pageY-this.offset.click.top&gt;this.containment[3]&amp;&amp;(o=this.containment[3]+this.offset.click.top)),r.grid&amp;&amp;(i=this.originalPageY+Math.round((o-this.originalPageY)/r.grid[1])*r.grid[1],o=this.containment?i-this.offset.click.top&gt;=this.containment[1]&amp;&amp;i-this.offset.click.top&lt;=this.containment[3]?i:i-this.offset.click.top&gt;=this.containment[1]?i-r.grid[1]:i+r.grid[1]:i,n=this.originalPageX+Math.round((s-this.originalPageX)/r.grid[0])*r.grid[0],s=this.containment?n-this.offset.click.left&gt;=this.containment[0]&amp;&amp;n-this.offset.click.left&lt;=this.containment[2]?n:n-this.offset.click.left&gt;=this.containment[0]?n-r.grid[0]:n+r.grid[0]:n)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():l?0:a.scrollTop()),left:s-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():l?0:a.scrollLeft())}},_rearrange:function(t,e,i,n){i?i[0].appendChild(this.placeholder[0]):e.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?e.item[0]:e.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var r=this.counter;this._delay(function(){r===this.counter&amp;&amp;this.refreshPositions(!n)})},_clear:function(t,e){function i(t,e,i){return function(n){i._trigger(t,n,e._uiHash(e))}}this.reverting=!1;var n,r=[];if(!this._noFinalSort&amp;&amp;this.currentItem.parent().length&amp;&amp;this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(n in this._storedCSS)("auto"===this._storedCSS[n]||"static"===this._storedCSS[n])&amp;&amp;(this._storedCSS[n]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&amp;&amp;!e&amp;&amp;r.push(function(t){this._trigger("receive",t,this._uiHash(this.fromOutside))}),!this.fromOutside&amp;&amp;this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&amp;&amp;this.domPosition.parent===this.currentItem.parent()[0]||e||r.push(function(t){this._trigger("update",t,this._uiHash())}),this!==this.currentContainer&amp;&amp;(e||(r.push(function(t){this._trigger("remove",t,this._uiHash())}),r.push(function(t){return function(e){t._trigger("receive",e,this._uiHash(this))}}.call(this,this.currentContainer)),r.push(function(t){return function(e){t._trigger("update",e,this._uiHash(this))}}.call(this,this.currentContainer)))),n=this.containers.length-1;n&gt;=0;n--)e||r.push(i("deactivate",this,this.containers[n])),this.containers[n].containerCache.over&amp;&amp;(r.push(i("out",this,this.containers[n])),this.containers[n].containerCache.over=0);if(this.storedCursor&amp;&amp;(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&amp;&amp;this.helper.css("opacity",this._storedOpacity),this._storedZIndex&amp;&amp;this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,this.cancelHelperRemoval){if(!e){for(this._trigger("beforeStop",t,this._uiHash()),n=0;n&lt;r.length;n++)r[n].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!1}if(e||this._trigger("beforeStop",t,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.helper[0]!==this.currentItem[0]&amp;&amp;this.helper.remove(),this.helper=null,!e){for(n=0;n&lt;r.length;n++)r[n].call(this,t);this._trigger("stop",t,this._uiHash())}return this.fromOutside=!1,!0},_trigger:function(){t.Widget.prototype._trigger.apply(this,arguments)===!1&amp;&amp;this.cancel()},_uiHash:function(e){var i=e||this;return{helper:i.helper,placeholder:i.placeholder||t([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:e?e.element:null}}})}(n)},{"./core":7,"./mouse":13,"./widget":17,jquery:18}],16:[function(t,e,i){var n=t("jquery");t("./core"),t("./widget"),t("./button"),function(t){function e(t){return function(){var e=this.element.val();t.apply(this,arguments),this._refresh(),e!==this.element.val()&amp;&amp;this._trigger("change")}}t.widget("ui.spinner",{version:"1.10.4",defaultElement:"&lt;input&gt;",widgetEventPrefix:"spin",options:{culture:null,icons:{down:"ui-icon-triangle-1-s",up:"ui-icon-triangle-1-n"},incremental:!0,max:null,min:null,numberFormat:null,page:10,step:1,change:null,spin:null,start:null,stop:null},_create:function(){this._setOption("max",this.options.max),this._setOption("min",this.options.min),this._setOption("step",this.options.step),""!==this.value()&amp;&amp;this._value(this.element.val(),!0),this._draw(),this._on(this._events),this._refresh(),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_getCreateOptions:function(){var e={},i=this.element;return t.each(["min","max","step"],function(t,n){var r=i.attr(n);void 0!==r&amp;&amp;r.length&amp;&amp;(e[n]=r)}),e},_events:{keydown:function(t){this._start(t)&amp;&amp;this._keydown(t)&amp;&amp;t.preventDefault()},keyup:"_stop",focus:function(){this.previous=this.element.val()},blur:function(t){return this.cancelBlur?void delete this.cancelBlur:(this._stop(),this._refresh(),void(this.previous!==this.element.val()&amp;&amp;this._trigger("change",t)))},mousewheel:function(t,e){if(e){if(!this.spinning&amp;&amp;!this._start(t))return!1;this._spin((e&gt;0?1:-1)*this.options.step,t),clearTimeout(this.mousewheelTimer),this.mousewheelTimer=this._delay(function(){this.spinning&amp;&amp;this._stop(t)},100),t.preventDefault()}},"mousedown .ui-spinner-button":function(e){function i(){var t=this.element[0]===this.document[0].activeElement;t||(this.element.focus(),this.previous=n,this._delay(function(){this.previous=n}))}var n;n=this.element[0]===this.document[0].activeElement?this.previous:this.element.val(),e.preventDefault(),i.call(this),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur,i.call(this)}),this._start(e)!==!1&amp;&amp;this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e)},"mouseup .ui-spinner-button":"_stop","mouseenter .ui-spinner-button":function(e){return t(e.currentTarget).hasClass("ui-state-active")?this._start(e)===!1?!1:void this._repeat(null,t(e.currentTarget).hasClass("ui-spinner-up")?1:-1,e):void 0},"mouseleave .ui-spinner-button":"_stop"},_draw:function(){var t=this.uiSpinner=this.element.addClass("ui-spinner-input").attr("autocomplete","off").wrap(this._uiSpinnerHtml()).parent().append(this._buttonHtml());this.element.attr("role","spinbutton"),this.buttons=t.find(".ui-spinner-button").attr("tabIndex",-1).button().removeClass("ui-corner-all"),this.buttons.height()&gt;Math.ceil(.5*t.height())&amp;&amp;t.height()&gt;0&amp;&amp;t.height(t.height()),this.options.disabled&amp;&amp;this.disable()},_keydown:function(e){var i=this.options,n=t.ui.keyCode;switch(e.keyCode){case n.UP:return this._repeat(null,1,e),!0;case n.DOWN:return this._repeat(null,-1,e),!0;case n.PAGE_UP:return this._repeat(null,i.page,e),!0;case n.PAGE_DOWN:return this._repeat(null,-i.page,e),!0}return!1},_uiSpinnerHtml:function(){return"&lt;span class='ui-spinner ui-widget ui-widget-content ui-corner-all'&gt;&lt;/span&gt;"},_buttonHtml:function(){return"&lt;a class='ui-spinner-button ui-spinner-up ui-corner-tr'&gt;&lt;span class='ui-icon 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null!==this.options.min&amp;&amp;(t=Math.max(t,this._precisionOf(this.options.min))),t},_precisionOf:function(t){var e=t.toString(),i=e.indexOf(".");return-1===i?0:e.length-i-1},_adjustValue:function(t){var e,i,n=this.options;return e=null!==n.min?n.min:0,i=t-e,i=Math.round(i/n.step)*n.step,t=e+i,t=parseFloat(t.toFixed(this._precision())),null!==n.max&amp;&amp;t&gt;n.max?n.max:null!==n.min&amp;&amp;t&lt;n.min?n.min:t},_stop:function(t){this.spinning&amp;&amp;(clearTimeout(this.timer),clearTimeout(this.mousewheelTimer),this.counter=0,this.spinning=!1,this._trigger("stop",t))},_setOption:function(t,e){if("culture"===t||"numberFormat"===t){var i=this._parse(this.element.val());return this.options[t]=e,void this.element.val(this._format(i))}("max"===t||"min"===t||"step"===t)&amp;&amp;"string"==typeof e&amp;&amp;(e=this._parse(e)),"icons"===t&amp;&amp;(this.buttons.first().find(".ui-icon").removeClass(this.options.icons.up).addClass(e.up),this.buttons.last().find(".ui-icon").removeClass(this.options.icons.down).addClass(e.down)),this._super(t,e),"disabled"===t&amp;&amp;(e?(this.element.prop("disabled",!0),this.buttons.button("disable")):(this.element.prop("disabled",!1),this.buttons.button("enable")))},_setOptions:e(function(t){this._super(t),this._value(this.element.val())}),_parse:function(t){return"string"==typeof t&amp;&amp;""!==t&amp;&amp;(t=window.Globalize&amp;&amp;this.options.numberFormat?Globalize.parseFloat(t,10,this.options.culture):+t),""===t||isNaN(t)?null:t},_format:function(t){return""===t?"":window.Globalize&amp;&amp;this.options.numberFormat?Globalize.format(t,this.options.numberFormat,this.options.culture):t},_refresh:function(){this.element.attr({"aria-valuemin":this.options.min,"aria-valuemax":this.options.max,"aria-valuenow":this._parse(this.element.val())})},_value:function(t,e){var i;""!==t&amp;&amp;(i=this._parse(t),null!==i&amp;&amp;(e||(i=this._adjustValue(i)),t=this._format(i))),this.element.val(t),this._refresh()},_destroy:function(){this.element.removeClass("ui-spinner-input").prop("disabled",!1).removeAttr("autocomplete").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.uiSpinner.replaceWith(this.element)},stepUp:e(function(t){this._stepUp(t)}),_stepUp:function(t){this._start()&amp;&amp;(this._spin((t||1)*this.options.step),this._stop())},stepDown:e(function(t){this._stepDown(t)}),_stepDown:function(t){this._start()&amp;&amp;(this._spin((t||1)*-this.options.step),this._stop())},pageUp:e(function(t){this._stepUp((t||1)*this.options.page)}),pageDown:e(function(t){this._stepDown((t||1)*this.options.page)}),value:function(t){return arguments.length?void e(this._value).call(this,t):this._parse(this.element.val())},widget:function(){return this.uiSpinner}})}(n)},{"./button":6,"./core":7,"./widget":17,jquery:18}],17:[function(t,e,i){var n=t("jquery");!function(t,e){var i=0,n=Array.prototype.slice,r=t.cleanData;t.cleanData=function(e){for(var i,n=0;null!=(i=e[n]);n++)try{t(i).triggerHandler("remove")}catch(s){}r(e)},t.widget=function(e,i,n){var r,s,o,a,l={},u=e.split(".")[0];e=e.split(".")[1],r=u+"-"+e,n||(n=i,i=t.Widget),t.expr[":"][r.toLowerCase()]=function(e){return!!t.data(e,r)},t[u]=t[u]||{},s=t[u][e],o=t[u][e]=function(t,e){return this._createWidget?void(arguments.length&amp;&amp;this._createWidget(t,e)):new o(t,e)},t.extend(o,s,{version:n.version,_proto:t.extend({},n),_childConstructors:[]}),a=new i,a.options=t.widget.extend({},a.options),t.each(n,function(e,n){return t.isFunction(n)?void(l[e]=function(){var t=function(){return i.prototype[e].apply(this,arguments)},r=function(t){return i.prototype[e].apply(this,t)};return function(){var e,i=this._super,s=this._superApply;return 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r?t.isFunction(r[o])&amp;&amp;"_"!==o.charAt(0)?(n=r[o].apply(r,l),n!==r&amp;&amp;n!==e?(u=n&amp;&amp;n.jquery?u.pushStack(n.get()):n,!1):void 0):t.error("no such method '"+o+"' for "+i+" widget instance"):t.error("cannot call methods on "+i+" prior to initialization; attempted to call method '"+o+"'")}):this.each(function(){var e=t.data(this,s);e?e.option(o||{})._init():t.data(this,s,new r(o,this))}),u}},t.Widget=function(){},t.Widget._childConstructors=[],t.Widget.prototype={widgetName:"widget",widgetEventPrefix:"",defaultElement:"&lt;div&gt;",options:{disabled:!1,create:null},_createWidget:function(e,n){n=t(n||this.defaultElement||this)[0],this.element=t(n),this.uuid=i++,this.eventNamespace="."+this.widgetName+this.uuid,this.options=t.widget.extend({},this.options,this._getCreateOptions(),e),this.bindings=t(),this.hoverable=t(),this.focusable=t(),n!==this&amp;&amp;(t.data(n,this.widgetFullName,this),this._on(!0,this.element,{remove:function(t){t.target===n&amp;&amp;this.destroy()}}),this.document=t(n.style?n.ownerDocument:n.document||n),this.window=t(this.document[0].defaultView||this.document[0].parentWindow)),this._create(),this._trigger("create",null,this._getCreateEventData()),this._init()},_getCreateOptions:t.noop,_getCreateEventData:t.noop,_create:t.noop,_init:t.noop,destroy:function(){this._destroy(),this.element.unbind(this.eventNamespace).removeData(this.widgetName).removeData(this.widgetFullName).removeData(t.camelCase(this.widgetFullName)),this.widget().unbind(this.eventNamespace).removeAttr("aria-disabled").removeClass(this.widgetFullName+"-disabled 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66"},i.WGS7={a:6378135,rf:298.26,ellipseName:"WGS 72"},i.WGS84={a:6378137,rf:298.257223563,ellipseName:"WGS 84"},i.sphere={a:6370997,b:6370997,ellipseName:"Normal Sphere (r=6370997)"}},{}],46:[function(t,e,i){i.greenwich=0,i.lisbon=-9.131906111111,i.paris=2.337229166667,i.bogota=-74.080916666667,i.madrid=-3.687938888889,i.rome=12.452333333333,i.bern=7.439583333333,i.jakarta=106.807719444444,i.ferro=-17.666666666667,i.brussels=4.367975,i.stockholm=18.058277777778,i.athens=23.7163375,i.oslo=10.722916666667},{}],47:[function(t,e,i){i.ft={to_meter:.3048},i["us-ft"]={to_meter:1200/3937}},{}],48:[function(t,e,i){function n(t,e,i){var n;return Array.isArray(i)?(n=a(t,e,i),3===i.length?[n.x,n.y,n.z]:[n.x,n.y]):a(t,e,i)}function r(t){return t instanceof o?t:t.oProj?t.oProj:o(t)}function s(t,e,i){t=r(t);var s,o=!1;return"undefined"==typeof e?(e=t,t=l,o=!0):("undefined"!=typeof e.x||Array.isArray(e))&amp;&amp;(i=e,e=t,t=l,o=!0),e=r(e),i?n(t,e,i):(s={forward:function(i){return n(t,e,i)},inverse:function(i){return n(e,t,i)}},o&amp;&amp;(s.oProj=e),s)}var o=t("./Proj"),a=t("./transform"),l=o("WGS84");e.exports=s},{"./Proj":21,"./transform":85}],49:[function(t,e,i){var n=Math.PI/2,r=1,s=2,o=3,a=4,l=5,u=484813681109536e-20,h=1.0026,c=.3826834323650898,p=function(t){if(!(this instanceof p))return new p(t);if(this.datum_type=a,t){if(t.datumCode&amp;&amp;"none"===t.datumCode&amp;&amp;(this.datum_type=l),t.datum_params){for(var e=0;e&lt;t.datum_params.length;e++)t.datum_params[e]=parseFloat(t.datum_params[e]);(0!==t.datum_params[0]||0!==t.datum_params[1]||0!==t.datum_params[2])&amp;&amp;(this.datum_type=r),t.datum_params.length&gt;3&amp;&amp;(0!==t.datum_params[3]||0!==t.datum_params[4]||0!==t.datum_params[5]||0!==t.datum_params[6])&amp;&amp;(this.datum_type=s,t.datum_params[3]*=u,t.datum_params[4]*=u,t.datum_params[5]*=u,t.datum_params[6]=t.datum_params[6]/1e6+1)}this.datum_type=t.grids?o:this.datum_type,this.a=t.a,this.b=t.b,this.es=t.es,this.ep2=t.ep2,this.datum_params=t.datum_params,this.datum_type===o&amp;&amp;(this.grids=t.grids)}};p.prototype={compare_datums:function(t){return this.datum_type!==t.datum_type?!1:this.a!==t.a||Math.abs(this.es-t.es)&gt;5e-11?!1:this.datum_type===r?this.datum_params[0]===t.datum_params[0]&amp;&amp;this.datum_params[1]===t.datum_params[1]&amp;&amp;this.datum_params[2]===t.datum_params[2]:this.datum_type===s?this.datum_params[0]===t.datum_params[0]&amp;&amp;this.datum_params[1]===t.datum_params[1]&amp;&amp;this.datum_params[2]===t.datum_params[2]&amp;&amp;this.datum_params[3]===t.datum_params[3]&amp;&amp;this.datum_params[4]===t.datum_params[4]&amp;&amp;this.datum_params[5]===t.datum_params[5]&amp;&amp;this.datum_params[6]===t.datum_params[6]:this.datum_type===o||t.datum_type===o?this.nadgrids===t.nadgrids:!0},geodetic_to_geocentric:function(t){var e,i,r,s,o,a,l,u=t.x,h=t.y,c=t.z?t.z:0,p=0;if(-n&gt;h&amp;&amp;h&gt;-1.001*n)h=-n;else if(h&gt;n&amp;&amp;1.001*n&gt;h)h=n;else if(-n&gt;h||h&gt;n)return null;return u&gt;Math.PI&amp;&amp;(u-=2*Math.PI),o=Math.sin(h),l=Math.cos(h),a=o*o,s=this.a/Math.sqrt(1-this.es*a),e=(s+c)*l*Math.cos(u),i=(s+c)*l*Math.sin(u),r=(s*(1-this.es)+c)*o,t.x=e,t.y=i,t.z=r,p},geocentric_to_geodetic:function(t){var e,i,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y=1e-12,b=y*y,w=30,x=t.x,k=t.y,M=t.z?t.z:0;if(f=!1,e=Math.sqrt(x*x+k*k),i=Math.sqrt(x*x+k*k+M*M),e/this.a&lt;y){if(f=!0,m=0,i/this.a&lt;y)return _=n,void(v=-this.b)}else m=Math.atan2(k,x);r=M/i,s=e/i,o=1/Math.sqrt(1-this.es*(2-this.es)*s*s),u=s*(1-this.es)*o,h=r*o,g=0;do g++,l=this.a/Math.sqrt(1-this.es*h*h),v=e*u+M*h-l*(1-this.es*h*h),a=this.es*l/(l+v),o=1/Math.sqrt(1-a*(2-a)*s*s),c=s*(1-a)*o,p=r*o,d=p*u-c*h,u=c,h=p;while(d*d&gt;b&amp;&amp;w&gt;g);return _=Math.atan(p/Math.abs(c)),t.x=m,t.y=_,t.z=v,t},geocentric_to_geodetic_noniter:function(t){var e,i,r,s,o,a,l,u,p,d,f,g,m,_,v,y,b,w=t.x,x=t.y,k=t.z?t.z:0;if(w=parseFloat(w),x=parseFloat(x),k=parseFloat(k),b=!1,0!==w)e=Math.atan2(x,w);else if(x&gt;0)e=n;else if(0&gt;x)e=-n;else if(b=!0,
e=0,k&gt;0)i=n;else{if(!(0&gt;k))return i=n,void(r=-this.b);i=-n}return o=w*w+x*x,s=Math.sqrt(o),a=k*h,u=Math.sqrt(a*a+o),d=a/u,g=s/u,f=d*d*d,l=k+this.b*this.ep2*f,y=s-this.a*this.es*g*g*g,p=Math.sqrt(l*l+y*y),m=l/p,_=y/p,v=this.a/Math.sqrt(1-this.es*m*m),r=_&gt;=c?s/_-v:-c&gt;=_?s/-_-v:k/m+v*(this.es-1),b===!1&amp;&amp;(i=Math.atan(m/_)),t.x=e,t.y=i,t.z=r,t},geocentric_to_wgs84:function(t){if(this.datum_type===r)t.x+=this.datum_params[0],t.y+=this.datum_params[1],t.z+=this.datum_params[2];else if(this.datum_type===s){var e=this.datum_params[0],i=this.datum_params[1],n=this.datum_params[2],o=this.datum_params[3],a=this.datum_params[4],l=this.datum_params[5],u=this.datum_params[6],h=u*(t.x-l*t.y+a*t.z)+e,c=u*(l*t.x+t.y-o*t.z)+i,p=u*(-a*t.x+o*t.y+t.z)+n;t.x=h,t.y=c,t.z=p}},geocentric_from_wgs84:function(t){if(this.datum_type===r)t.x-=this.datum_params[0],t.y-=this.datum_params[1],t.z-=this.datum_params[2];else if(this.datum_type===s){var e=this.datum_params[0],i=this.datum_params[1],n=this.datum_params[2],o=this.datum_params[3],a=this.datum_params[4],l=this.datum_params[5],u=this.datum_params[6],h=(t.x-e)/u,c=(t.y-i)/u,p=(t.z-n)/u;t.x=h+l*c-a*p,t.y=-l*h+c+o*p,t.z=a*h-o*c+p}}},e.exports=p},{}],50:[function(t,e,i){var n=1,r=2,s=3,o=5,a=6378137,l=.006694379990141316;e.exports=function(t,e,i){function u(t){return t===n||t===r}var h,c,p;if(t.compare_datums(e))return i;if(t.datum_type===o||e.datum_type===o)return i;var d=t.a,f=t.es,g=e.a,m=e.es,_=t.datum_type;if(_===s)if(0===this.apply_gridshift(t,0,i))t.a=a,t.es=l;else{if(!t.datum_params)return t.a=d,t.es=t.es,i;for(h=1,c=0,p=t.datum_params.length;p&gt;c;c++)h*=t.datum_params[c];if(0===h)return t.a=d,t.es=t.es,i;_=t.datum_params.length&gt;3?r:n}return e.datum_type===s&amp;&amp;(e.a=a,e.es=l),(t.es!==e.es||t.a!==e.a||u(_)||u(e.datum_type))&amp;&amp;(t.geodetic_to_geocentric(i),u(t.datum_type)&amp;&amp;t.geocentric_to_wgs84(i),u(e.datum_type)&amp;&amp;e.geocentric_from_wgs84(i),e.geocentric_to_geodetic(i)),e.datum_type===s&amp;&amp;this.apply_gridshift(e,1,i),t.a=d,t.es=f,e.a=g,e.es=m,i}},{}],51:[function(t,e,i){function n(t){var e=this;if(2===arguments.length){var i=arguments[1];"string"==typeof i?"+"===i.charAt(0)?n[t]=s(arguments[1]):n[t]=o(arguments[1]):n[t]=i}else if(1===arguments.length){if(Array.isArray(t))return t.map(function(t){Array.isArray(t)?n.apply(e,t):n(t)});if("string"==typeof t){if(t in n)return n[t]}else"EPSG"in t?n["EPSG:"+t.EPSG]=t:"ESRI"in t?n["ESRI:"+t.ESRI]=t:"IAU2000"in t?n["IAU2000:"+t.IAU2000]=t:console.log(t);return}}var r=t("./global"),s=t("./projString"),o=t("./wkt");r(n),e.exports=n},{"./global":54,"./projString":58,"./wkt":86}],52:[function(t,e,i){var n=t("./constants/Datum"),r=t("./constants/Ellipsoid"),s=t("./extend"),o=t("./datum"),a=1e-10,l=.16666666666666666,u=.04722222222222222,h=.022156084656084655;e.exports=function(t){if(t.datumCode&amp;&amp;"none"!==t.datumCode){var e=n[t.datumCode];e&amp;&amp;(t.datum_params=e.towgs84?e.towgs84.split(","):null,t.ellps=e.ellipse,t.datumName=e.datumName?e.datumName:t.datumCode)}if(!t.a){var i=r[t.ellps]?r[t.ellps]:r.WGS84;s(t,i)}return t.rf&amp;&amp;!t.b&amp;&amp;(t.b=(1-1/t.rf)*t.a),(0===t.rf||Math.abs(t.a-t.b)&lt;a)&amp;&amp;(t.sphere=!0,t.b=t.a),t.a2=t.a*t.a,t.b2=t.b*t.b,t.es=(t.a2-t.b2)/t.a2,t.e=Math.sqrt(t.es),t.R_A&amp;&amp;(t.a*=1-t.es*(l+t.es*(u+t.es*h)),t.a2=t.a*t.a,t.b2=t.b*t.b,t.es=0),t.ep2=(t.a2-t.b2)/t.b2,t.k0||(t.k0=1),t.axis||(t.axis="enu"),t.datum||(t.datum=o(t)),t}},{"./constants/Datum":44,"./constants/Ellipsoid":45,"./datum":49,"./extend":53}],53:[function(t,e,i){e.exports=function(t,e){t=t||{};var i,n;if(!e)return t;for(n in e)i=e[n],void 0!==i&amp;&amp;(t[n]=i);return t}},{}],54:[function(t,e,i){e.exports=function(t){t("EPSG:4326","+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees"),t("EPSG:4269","+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees"),t("EPSG:3857","+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs"),t.WGS84=t["EPSG:4326"],t["EPSG:3785"]=t["EPSG:3857"],t.GOOGLE=t["EPSG:3857"],t["EPSG:900913"]=t["EPSG:3857"],t["EPSG:102113"]=t["EPSG:3857"]}},{}],55:[function(t,e,i){var n=[t("./projections/tmerc"),t("./projections/utm"),t("./projections/sterea"),t("./projections/stere"),t("./projections/somerc"),t("./projections/omerc"),t("./projections/lcc"),t("./projections/krovak"),t("./projections/cass"),t("./projections/laea"),t("./projections/aea"),t("./projections/gnom"),t("./projections/cea"),t("./projections/eqc"),t("./projections/poly"),t("./projections/nzmg"),t("./projections/mill"),t("./projections/sinu"),t("./projections/moll"),t("./projections/eqdc"),t("./projections/vandg"),t("./projections/aeqd")];e.exports=function(t){n.forEach(function(e){t.Proj.projections.add(e)})}},{"./projections/aea":60,"./projections/aeqd":61,"./projections/cass":62,"./projections/cea":63,"./projections/eqc":64,"./projections/eqdc":65,"./projections/gnom":67,"./projections/krovak":68,"./projections/laea":69,"./projections/lcc":70,"./projections/mill":73,"./projections/moll":74,"./projections/nzmg":75,"./projections/omerc":76,"./projections/poly":77,"./projections/sinu":78,"./projections/somerc":79,"./projections/stere":80,"./projections/sterea":81,"./projections/tmerc":82,"./projections/utm":83,"./projections/vandg":84}],56:[function(t,e,i){var n=t("./core");n.defaultDatum="WGS84",n.Proj=t("./Proj"),n.WGS84=new n.Proj("WGS84"),n.Point=t("./Point"),n.toPoint=t("./common/toPoint"),n.defs=t("./defs"),n.transform=t("./transform"),n.mgrs=t("mgrs"),n.version=t("../package.json").version,t("./includedProjections")(n),e.exports=n},{"../package.json":88,"./Point":20,"./Proj":21,"./common/toPoint":42,"./core":48,"./defs":51,"./includedProjections":55,"./transform":85,mgrs:87}],57:[function(t,e,i){function n(t){return"string"==typeof t}function r(t){return t in l}function s(t){var e=["GEOGCS","GEOCCS","PROJCS","LOCAL_CS"];return e.reduce(function(e,i){return e+1+t.indexOf(i)},0)}function o(t){return"+"===t[0]}function a(t){return n(t)?r(t)?l[t]:s(t)?u(t):o(t)?h(t):void 0:t}var l=t("./defs"),u=t("./wkt"),h=t("./projString");e.exports=a},{"./defs":51,"./projString":58,"./wkt":86}],58:[function(t,e,i){var n=.017453292519943295,r=t("./constants/PrimeMeridian"),s=t("./constants/units");e.exports=function(t){var e={},i={};t.split("+").map(function(t){return t.trim()}).filter(function(t){return t}).forEach(function(t){var e=t.split("=");e.push(!0),i[e[0].toLowerCase()]=e[1]});var o,a,l,u={proj:"projName",datum:"datumCode",rf:function(t){e.rf=parseFloat(t)},lat_0:function(t){e.lat0=t*n},lat_1:function(t){e.lat1=t*n},lat_2:function(t){e.lat2=t*n},lat_ts:function(t){e.lat_ts=t*n},lon_0:function(t){e.long0=t*n},lon_1:function(t){e.long1=t*n},lon_2:function(t){e.long2=t*n},alpha:function(t){e.alpha=parseFloat(t)*n},lonc:function(t){e.longc=t*n},x_0:function(t){e.x0=parseFloat(t)},y_0:function(t){e.y0=parseFloat(t)},k_0:function(t){e.k0=parseFloat(t)},k:function(t){e.k0=parseFloat(t)},a:function(t){e.a=parseFloat(t)},b:function(t){e.b=parseFloat(t)},r_a:function(){e.R_A=!0},zone:function(t){e.zone=parseInt(t,10)},south:function(){e.utmSouth=!0},towgs84:function(t){e.datum_params=t.split(",").map(function(t){return parseFloat(t)})},to_meter:function(t){e.to_meter=parseFloat(t)},units:function(t){e.units=t,s[t]&amp;&amp;(e.to_meter=s[t].to_meter)},from_greenwich:function(t){e.from_greenwich=t*n},pm:function(t){e.from_greenwich=(r[t]?r[t]:parseFloat(t))*n},nadgrids:function(t){"@null"===t?e.datumCode="none":e.nadgrids=t},axis:function(t){var i="ewnsud";3===t.length&amp;&amp;-1!==i.indexOf(t.substr(0,1))&amp;&amp;-1!==i.indexOf(t.substr(1,1))&amp;&amp;-1!==i.indexOf(t.substr(2,1))&amp;&amp;(e.axis=t)}};for(o in i)a=i[o],o in u?(l=u[o],"function"==typeof l?l(a):e[l]=a):e[o]=a;return"string"==typeof e.datumCode&amp;&amp;"WGS84"!==e.datumCode&amp;&amp;(e.datumCode=e.datumCode.toLowerCase()),e}},{"./constants/PrimeMeridian":46,"./constants/units":47}],59:[function(t,e,i){function n(t,e){var i=o.length;return t.names?(o[i]=t,t.names.forEach(function(t){s[t.toLowerCase()]=i}),this):(console.log(e),!0)}var r=[t("./projections/merc"),t("./projections/longlat")],s={},o=[];i.add=n,i.get=function(t){if(!t)return!1;var e=t.toLowerCase();return"undefined"!=typeof s[e]&amp;&amp;o[s[e]]?o[s[e]]:void 0},i.start=function(){r.forEach(n)}},{"./projections/longlat":71,"./projections/merc":72}],60:[function(t,e,i){var n=1e-10,r=t("../common/msfnz"),s=t("../common/qsfnz"),o=t("../common/adjust_lon"),a=t("../common/asinz");i.init=function(){Math.abs(this.lat1+this.lat2)&lt;n||(this.temp=this.b/this.a,this.es=1-Math.pow(this.temp,2),this.e3=Math.sqrt(this.es),this.sin_po=Math.sin(this.lat1),this.cos_po=Math.cos(this.lat1),this.t1=this.sin_po,this.con=this.sin_po,this.ms1=r(this.e3,this.sin_po,this.cos_po),this.qs1=s(this.e3,this.sin_po,this.cos_po),this.sin_po=Math.sin(this.lat2),this.cos_po=Math.cos(this.lat2),this.t2=this.sin_po,this.ms2=r(this.e3,this.sin_po,this.cos_po),this.qs2=s(this.e3,this.sin_po,this.cos_po),this.sin_po=Math.sin(this.lat0),this.cos_po=Math.cos(this.lat0),this.t3=this.sin_po,this.qs0=s(this.e3,this.sin_po,this.cos_po),Math.abs(this.lat1-this.lat2)&gt;n?this.ns0=(this.ms1*this.ms1-this.ms2*this.ms2)/(this.qs2-this.qs1):this.ns0=this.con,this.c=this.ms1*this.ms1+this.ns0*this.qs1,this.rh=this.a*Math.sqrt(this.c-this.ns0*this.qs0)/this.ns0)},i.forward=function(t){var e=t.x,i=t.y;this.sin_phi=Math.sin(i),this.cos_phi=Math.cos(i);var n=s(this.e3,this.sin_phi,this.cos_phi),r=this.a*Math.sqrt(this.c-this.ns0*n)/this.ns0,a=this.ns0*o(e-this.long0),l=r*Math.sin(a)+this.x0,u=this.rh-r*Math.cos(a)+this.y0;return t.x=l,t.y=u,t},i.inverse=function(t){var e,i,n,r,s,a;return t.x-=this.x0,t.y=this.rh-t.y+this.y0,this.ns0&gt;=0?(e=Math.sqrt(t.x*t.x+t.y*t.y),n=1):(e=-Math.sqrt(t.x*t.x+t.y*t.y),n=-1),r=0,0!==e&amp;&amp;(r=Math.atan2(n*t.x,n*t.y)),n=e*this.ns0/this.a,this.sphere?a=Math.asin((this.c-n*n)/(2*this.ns0)):(i=(this.c-n*n)/this.ns0,a=this.phi1z(this.e3,i)),s=o(r/this.ns0+this.long0),t.x=s,t.y=a,t},i.phi1z=function(t,e){var i,r,s,o,l,u=a(.5*e);if(n&gt;t)return u;for(var h=t*t,c=1;25&gt;=c;c++)if(i=Math.sin(u),r=Math.cos(u),s=t*i,o=1-s*s,l=.5*o*o/r*(e/(1-h)-i/o+.5/t*Math.log((1-s)/(1+s))),u+=l,Math.abs(l)&lt;=1e-7)return u;return null},i.names=["Albers_Conic_Equal_Area","Albers","aea"]},{"../common/adjust_lon":24,"../common/asinz":25,"../common/msfnz":34,"../common/qsfnz":39}],61:[function(t,e,i){var n=t("../common/adjust_lon"),r=Math.PI/2,s=1e-10,o=t("../common/mlfn"),a=t("../common/e0fn"),l=t("../common/e1fn"),u=t("../common/e2fn"),h=t("../common/e3fn"),c=t("../common/gN"),p=t("../common/asinz"),d=t("../common/imlfn");i.init=function(){this.sin_p12=Math.sin(this.lat0),this.cos_p12=Math.cos(this.lat0)},i.forward=function(t){var e,i,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N=t.x,R=t.y,z=Math.sin(t.y),j=Math.cos(t.y),O=n(N-this.long0);return this.sphere?Math.abs(this.sin_p12-1)&lt;=s?(t.x=this.x0+this.a*(r-R)*Math.sin(O),t.y=this.y0-this.a*(r-R)*Math.cos(O),t):Math.abs(this.sin_p12+1)&lt;=s?(t.x=this.x0+this.a*(r+R)*Math.sin(O),t.y=this.y0+this.a*(r+R)*Math.cos(O),t):(T=this.sin_p12*z+this.cos_p12*j*Math.cos(O),C=Math.acos(T),D=C/Math.sin(C),t.x=this.x0+this.a*D*j*Math.sin(O),t.y=this.y0+this.a*D*(this.cos_p12*z-this.sin_p12*j*Math.cos(O)),t):(e=a(this.es),i=l(this.es),p=u(this.es),d=h(this.es),Math.abs(this.sin_p12-1)&lt;=s?(f=this.a*o(e,i,p,d,r),g=this.a*o(e,i,p,d,R),t.x=this.x0+(f-g)*Math.sin(O),t.y=this.y0-(f-g)*Math.cos(O),t):Math.abs(this.sin_p12+1)&lt;=s?(f=this.a*o(e,i,p,d,r),g=this.a*o(e,i,p,d,R),t.x=this.x0+(f+g)*Math.sin(O),t.y=this.y0+(f+g)*Math.cos(O),t):(m=z/j,_=c(this.a,this.e,this.sin_p12),v=c(this.a,this.e,z),y=Math.atan((1-this.es)*m+this.es*_*this.sin_p12/(v*j)),b=Math.atan2(Math.sin(O),this.cos_p12*Math.tan(y)-this.sin_p12*Math.cos(O)),S=0===b?Math.asin(this.cos_p12*Math.sin(y)-this.sin_p12*Math.cos(y)):Math.abs(Math.abs(b)-Math.PI)&lt;=s?-Math.asin(this.cos_p12*Math.sin(y)-this.sin_p12*Math.cos(y)):Math.asin(Math.sin(O)*Math.cos(y)/Math.sin(b)),w=this.e*this.sin_p12/Math.sqrt(1-this.es),x=this.e*this.cos_p12*Math.cos(b)/Math.sqrt(1-this.es),k=w*x,M=x*x,A=S*S,P=A*S,E=P*S,I=E*S,C=_*S*(1-A*M*(1-M)/6+P/8*k*(1-2*M)+E/120*(M*(4-7*M)-3*w*w*(1-7*M))-I/48*k),t.x=this.x0+C*Math.sin(b),t.y=this.y0+C*Math.cos(b),t))},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R;if(this.sphere){if(e=Math.sqrt(t.x*t.x+t.y*t.y),e&gt;2*r*this.a)return;return i=e/this.a,f=Math.sin(i),g=Math.cos(i),m=this.long0,Math.abs(e)&lt;=s?_=this.lat0:(_=p(g*this.sin_p12+t.y*f*this.cos_p12/e),v=Math.abs(this.lat0)-r,m=n(Math.abs(v)&lt;=s?this.lat0&gt;=0?this.long0+Math.atan2(t.x,-t.y):this.long0-Math.atan2(-t.x,t.y):this.long0+Math.atan2(t.x*f,e*this.cos_p12*g-t.y*this.sin_p12*f))),t.x=m,t.y=_,t}return y=a(this.es),b=l(this.es),w=u(this.es),x=h(this.es),Math.abs(this.sin_p12-1)&lt;=s?(k=this.a*o(y,b,w,x,r),e=Math.sqrt(t.x*t.x+t.y*t.y),M=k-e,_=d(M/this.a,y,b,w,x),m=n(this.long0+Math.atan2(t.x,-1*t.y)),t.x=m,t.y=_,t):Math.abs(this.sin_p12+1)&lt;=s?(k=this.a*o(y,b,w,x,r),e=Math.sqrt(t.x*t.x+t.y*t.y),M=e-k,_=d(M/this.a,y,b,w,x),m=n(this.long0+Math.atan2(t.x,t.y)),t.x=m,t.y=_,t):(e=Math.sqrt(t.x*t.x+t.y*t.y),T=Math.atan2(t.x,t.y),C=c(this.a,this.e,this.sin_p12),S=Math.cos(T),A=this.e*this.cos_p12*S,P=-A*A/(1-this.es),E=3*this.es*(1-P)*this.sin_p12*this.cos_p12*S/(1-this.es),I=e/C,N=I-P*(1+P)*Math.pow(I,3)/6-E*(1+3*P)*Math.pow(I,4)/24,R=1-P*N*N/2-I*N*N*N/6,D=Math.asin(this.sin_p12*Math.cos(N)+this.cos_p12*Math.sin(N)*S),m=n(this.long0+Math.asin(Math.sin(T)*Math.sin(N)/Math.cos(D))),_=Math.atan((1-this.es*R*this.sin_p12/Math.sin(D))*Math.tan(D)/(1-this.es)),t.x=m,t.y=_,t)},i.names=["Azimuthal_Equidistant","aeqd"]},{"../common/adjust_lon":24,"../common/asinz":25,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/gN":30,"../common/imlfn":31,"../common/mlfn":33}],62:[function(t,e,i){var n=t("../common/mlfn"),r=t("../common/e0fn"),s=t("../common/e1fn"),o=t("../common/e2fn"),a=t("../common/e3fn"),l=t("../common/gN"),u=t("../common/adjust_lon"),h=t("../common/adjust_lat"),c=t("../common/imlfn"),p=Math.PI/2,d=1e-10;i.init=function(){this.sphere||(this.e0=r(this.es),this.e1=s(this.es),this.e2=o(this.es),this.e3=a(this.es),this.ml0=this.a*n(this.e0,this.e1,this.e2,this.e3,this.lat0))},i.forward=function(t){var e,i,r=t.x,s=t.y;if(r=u(r-this.long0),this.sphere)e=this.a*Math.asin(Math.cos(s)*Math.sin(r)),i=this.a*(Math.atan2(Math.tan(s),Math.cos(r))-this.lat0);else{var o=Math.sin(s),a=Math.cos(s),h=l(this.a,this.e,o),c=Math.tan(s)*Math.tan(s),p=r*Math.cos(s),d=p*p,f=this.es*a*a/(1-this.es),g=this.a*n(this.e0,this.e1,this.e2,this.e3,s);e=h*p*(1-d*c*(1/6-(8-c+8*f)*d/120)),i=g-this.ml0+h*o/a*d*(.5+(5-c+6*f)*d/24)}return t.x=e+this.x0,t.y=i+this.y0,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,n=t.x/this.a,r=t.y/this.a;if(this.sphere){var s=r+this.lat0;e=Math.asin(Math.sin(s)*Math.cos(n)),i=Math.atan2(Math.tan(n),Math.cos(s))}else{var o=this.ml0/this.a+r,a=c(o,this.e0,this.e1,this.e2,this.e3);if(Math.abs(Math.abs(a)-p)&lt;=d)return t.x=this.long0,t.y=p,0&gt;r&amp;&amp;(t.y*=-1),t;var f=l(this.a,this.e,Math.sin(a)),g=f*f*f/this.a/this.a*(1-this.es),m=Math.pow(Math.tan(a),2),_=n*this.a/f,v=_*_;e=a-f*Math.tan(a)/g*_*_*(.5-(1+3*m)*_*_/24),i=_*(1-v*(m/3+(1+3*m)*m*v/15))/Math.cos(a)}return t.x=u(i+this.long0),t.y=h(e),t},i.names=["Cassini","Cassini_Soldner","cass"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/gN":30,"../common/imlfn":31,"../common/mlfn":33}],63:[function(t,e,i){var n=t("../common/adjust_lon"),r=t("../common/qsfnz"),s=t("../common/msfnz"),o=t("../common/iqsfnz");i.init=function(){this.sphere||(this.k0=s(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)))},i.forward=function(t){var e,i,s=t.x,o=t.y,a=n(s-this.long0);if(this.sphere)e=this.x0+this.a*a*Math.cos(this.lat_ts),i=this.y0+this.a*Math.sin(o)/Math.cos(this.lat_ts);else{var l=r(this.e,Math.sin(o));e=this.x0+this.a*this.k0*a,i=this.y0+this.a*l*.5/this.k0}return t.x=e,t.y=i,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i;return this.sphere?(e=n(this.long0+t.x/this.a/Math.cos(this.lat_ts)),i=Math.asin(t.y/this.a*Math.cos(this.lat_ts))):(i=o(this.e,2*t.y*this.k0/this.a),e=n(this.long0+t.x/(this.a*this.k0))),t.x=e,t.y=i,t},i.names=["cea"]},{"../common/adjust_lon":24,"../common/iqsfnz":32,"../common/msfnz":34,"../common/qsfnz":39}],64:[function(t,e,i){var n=t("../common/adjust_lon"),r=t("../common/adjust_lat");i.init=function(){this.x0=this.x0||0,this.y0=this.y0||0,this.lat0=this.lat0||0,this.long0=this.long0||0,this.lat_ts=this.lat_ts||0,this.title=this.title||"Equidistant Cylindrical (Plate Carre)",this.rc=Math.cos(this.lat_ts)},i.forward=function(t){var e=t.x,i=t.y,s=n(e-this.long0),o=r(i-this.lat0);return t.x=this.x0+this.a*s*this.rc,t.y=this.y0+this.a*o,t},i.inverse=function(t){var e=t.x,i=t.y;return t.x=n(this.long0+(e-this.x0)/(this.a*this.rc)),t.y=r(this.lat0+(i-this.y0)/this.a),t},i.names=["Equirectangular","Equidistant_Cylindrical","eqc"]},{"../common/adjust_lat":23,"../common/adjust_lon":24}],65:[function(t,e,i){var n=t("../common/e0fn"),r=t("../common/e1fn"),s=t("../common/e2fn"),o=t("../common/e3fn"),a=t("../common/msfnz"),l=t("../common/mlfn"),u=t("../common/adjust_lon"),h=t("../common/adjust_lat"),c=t("../common/imlfn"),p=1e-10;i.init=function(){Math.abs(this.lat1+this.lat2)&lt;p||(this.lat2=this.lat2||this.lat1,this.temp=this.b/this.a,this.es=1-Math.pow(this.temp,2),this.e=Math.sqrt(this.es),this.e0=n(this.es),this.e1=r(this.es),this.e2=s(this.es),this.e3=o(this.es),this.sinphi=Math.sin(this.lat1),this.cosphi=Math.cos(this.lat1),this.ms1=a(this.e,this.sinphi,this.cosphi),this.ml1=l(this.e0,this.e1,this.e2,this.e3,this.lat1),Math.abs(this.lat1-this.lat2)&lt;p?this.ns=this.sinphi:(this.sinphi=Math.sin(this.lat2),this.cosphi=Math.cos(this.lat2),this.ms2=a(this.e,this.sinphi,this.cosphi),this.ml2=l(this.e0,this.e1,this.e2,this.e3,this.lat2),this.ns=(this.ms1-this.ms2)/(this.ml2-this.ml1)),this.g=this.ml1+this.ms1/this.ns,this.ml0=l(this.e0,this.e1,this.e2,this.e3,this.lat0),this.rh=this.a*(this.g-this.ml0))},i.forward=function(t){var e,i=t.x,n=t.y;if(this.sphere)e=this.a*(this.g-n);else{var r=l(this.e0,this.e1,this.e2,this.e3,n);e=this.a*(this.g-r)}var s=this.ns*u(i-this.long0),o=this.x0+e*Math.sin(s),a=this.y0+this.rh-e*Math.cos(s);return t.x=o,t.y=a,t},i.inverse=function(t){t.x-=this.x0,t.y=this.rh-t.y+this.y0;var e,i,n,r;this.ns&gt;=0?(i=Math.sqrt(t.x*t.x+t.y*t.y),e=1):(i=-Math.sqrt(t.x*t.x+t.y*t.y),e=-1);var s=0;if(0!==i&amp;&amp;(s=Math.atan2(e*t.x,e*t.y)),this.sphere)return r=u(this.long0+s/this.ns),n=h(this.g-i/this.a),t.x=r,t.y=n,t;var o=this.g-i/this.a;return n=c(o,this.e0,this.e1,this.e2,this.e3),r=u(this.long0+s/this.ns),t.x=r,t.y=n,t},i.names=["Equidistant_Conic","eqdc"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/imlfn":31,"../common/mlfn":33,"../common/msfnz":34}],66:[function(t,e,i){var n=Math.PI/4,r=t("../common/srat"),s=Math.PI/2,o=20;i.init=function(){var t=Math.sin(this.lat0),e=Math.cos(this.lat0);e*=e,this.rc=Math.sqrt(1-this.es)/(1-this.es*t*t),this.C=Math.sqrt(1+this.es*e*e/(1-this.es)),this.phic0=Math.asin(t/this.C),this.ratexp=.5*this.C*this.e,this.K=Math.tan(.5*this.phic0+n)/(Math.pow(Math.tan(.5*this.lat0+n),this.C)*r(this.e*t,this.ratexp))},i.forward=function(t){var e=t.x,i=t.y;return t.y=2*Math.atan(this.K*Math.pow(Math.tan(.5*i+n),this.C)*r(this.e*Math.sin(i),this.ratexp))-s,t.x=this.C*e,t},i.inverse=function(t){for(var e=1e-14,i=t.x/this.C,a=t.y,l=Math.pow(Math.tan(.5*a+n)/this.K,1/this.C),u=o;u&gt;0&amp;&amp;(a=2*Math.atan(l*r(this.e*Math.sin(t.y),-.5*this.e))-s,!(Math.abs(a-t.y)&lt;e));--u)t.y=a;return u?(t.x=i,t.y=a,t):null},i.names=["gauss"]},{"../common/srat":41}],67:[function(t,e,i){var n=t("../common/adjust_lon"),r=1e-10,s=t("../common/asinz");i.init=function(){this.sin_p14=Math.sin(this.lat0),this.cos_p14=Math.cos(this.lat0),this.infinity_dist=1e3*this.a,this.rc=1},i.forward=function(t){var e,i,s,o,a,l,u,h,c=t.x,p=t.y;return s=n(c-this.long0),e=Math.sin(p),i=Math.cos(p),o=Math.cos(s),l=this.sin_p14*e+this.cos_p14*i*o,a=1,l&gt;0||Math.abs(l)&lt;=r?(u=this.x0+this.a*a*i*Math.sin(s)/l,h=this.y0+this.a*a*(this.cos_p14*e-this.sin_p14*i*o)/l):(u=this.x0+this.infinity_dist*i*Math.sin(s),h=this.y0+this.infinity_dist*(this.cos_p14*e-this.sin_p14*i*o)),t.x=u,t.y=h,t},i.inverse=function(t){var e,i,r,o,a,l;return t.x=(t.x-this.x0)/this.a,t.y=(t.y-this.y0)/this.a,t.x/=this.k0,t.y/=this.k0,(e=Math.sqrt(t.x*t.x+t.y*t.y))?(o=Math.atan2(e,this.rc),i=Math.sin(o),r=Math.cos(o),l=s(r*this.sin_p14+t.y*i*this.cos_p14/e),a=Math.atan2(t.x*i,e*this.cos_p14*r-t.y*this.sin_p14*i),a=n(this.long0+a)):(l=this.phic0,a=0),t.x=a,t.y=l,t},i.names=["gnom"]},{"../common/adjust_lon":24,"../common/asinz":25}],68:[function(t,e,i){var n=t("../common/adjust_lon");i.init=function(){this.a=6377397.155,this.es=.006674372230614,this.e=Math.sqrt(this.es),this.lat0||(this.lat0=.863937979737193),this.long0||(this.long0=.4334234309119251),this.k0||(this.k0=.9999),this.s45=.785398163397448,this.s90=2*this.s45,this.fi0=this.lat0,this.e2=this.es,this.e=Math.sqrt(this.e2),this.alfa=Math.sqrt(1+this.e2*Math.pow(Math.cos(this.fi0),4)/(1-this.e2)),this.uq=1.04216856380474,this.u0=Math.asin(Math.sin(this.fi0)/this.alfa),this.g=Math.pow((1+this.e*Math.sin(this.fi0))/(1-this.e*Math.sin(this.fi0)),this.alfa*this.e/2),this.k=Math.tan(this.u0/2+this.s45)/Math.pow(Math.tan(this.fi0/2+this.s45),this.alfa)*this.g,this.k1=this.k0,this.n0=this.a*Math.sqrt(1-this.e2)/(1-this.e2*Math.pow(Math.sin(this.fi0),2)),this.s0=1.37008346281555,this.n=Math.sin(this.s0),this.ro0=this.k1*this.n0/Math.tan(this.s0),this.ad=this.s90-this.uq},i.forward=function(t){var e,i,r,s,o,a,l,u=t.x,h=t.y,c=n(u-this.long0);return e=Math.pow((1+this.e*Math.sin(h))/(1-this.e*Math.sin(h)),this.alfa*this.e/2),i=2*(Math.atan(this.k*Math.pow(Math.tan(h/2+this.s45),this.alfa)/e)-this.s45),r=-c*this.alfa,s=Math.asin(Math.cos(this.ad)*Math.sin(i)+Math.sin(this.ad)*Math.cos(i)*Math.cos(r)),o=Math.asin(Math.cos(i)*Math.sin(r)/Math.cos(s)),a=this.n*o,l=this.ro0*Math.pow(Math.tan(this.s0/2+this.s45),this.n)/Math.pow(Math.tan(s/2+this.s45),this.n),t.y=l*Math.cos(a)/1,t.x=l*Math.sin(a)/1,this.czech||(t.y*=-1,t.x*=-1),t},i.inverse=function(t){var e,i,n,r,s,o,a,l,u=t.x;t.x=t.y,t.y=u,this.czech||(t.y*=-1,t.x*=-1),o=Math.sqrt(t.x*t.x+t.y*t.y),s=Math.atan2(t.y,t.x),r=s/Math.sin(this.s0),n=2*(Math.atan(Math.pow(this.ro0/o,1/this.n)*Math.tan(this.s0/2+this.s45))-this.s45),e=Math.asin(Math.cos(this.ad)*Math.sin(n)-Math.sin(this.ad)*Math.cos(n)*Math.cos(r)),i=Math.asin(Math.cos(n)*Math.sin(r)/Math.cos(e)),t.x=this.long0-i/this.alfa,a=e,l=0;var h=0;do t.y=2*(Math.atan(Math.pow(this.k,-1/this.alfa)*Math.pow(Math.tan(e/2+this.s45),1/this.alfa)*Math.pow((1+this.e*Math.sin(a))/(1-this.e*Math.sin(a)),this.e/2))-this.s45),Math.abs(a-t.y)&lt;1e-10&amp;&amp;(l=1),a=t.y,h+=1;while(0===l&amp;&amp;15&gt;h);return h&gt;=15?null:t},i.names=["Krovak","krovak"]},{"../common/adjust_lon":24}],69:[function(t,e,i){var n=Math.PI/2,r=Math.PI/4,s=1e-10,o=t("../common/qsfnz"),a=t("../common/adjust_lon");i.S_POLE=1,i.N_POLE=2,i.EQUIT=3,i.OBLIQ=4,i.init=function(){var t=Math.abs(this.lat0);if(Math.abs(t-n)&lt;s?this.mode=this.lat0&lt;0?this.S_POLE:this.N_POLE:Math.abs(t)&lt;s?this.mode=this.EQUIT:this.mode=this.OBLIQ,this.es&gt;0){var e;switch(this.qp=o(this.e,1),this.mmf=.5/(1-this.es),this.apa=this.authset(this.es),this.mode){case this.N_POLE:this.dd=1;break;case this.S_POLE:this.dd=1;break;case this.EQUIT:this.rq=Math.sqrt(.5*this.qp),this.dd=1/this.rq,this.xmf=1,this.ymf=.5*this.qp;break;case this.OBLIQ:this.rq=Math.sqrt(.5*this.qp),e=Math.sin(this.lat0),this.sinb1=o(this.e,e)/this.qp,this.cosb1=Math.sqrt(1-this.sinb1*this.sinb1),this.dd=Math.cos(this.lat0)/(Math.sqrt(1-this.es*e*e)*this.rq*this.cosb1),this.ymf=(this.xmf=this.rq)/this.dd,this.xmf*=this.dd}}else this.mode===this.OBLIQ&amp;&amp;(this.sinph0=Math.sin(this.lat0),this.cosph0=Math.cos(this.lat0))},i.forward=function(t){var e,i,l,u,h,c,p,d,f,g,m=t.x,_=t.y;if(m=a(m-this.long0),this.sphere){if(h=Math.sin(_),g=Math.cos(_),l=Math.cos(m),this.mode===this.OBLIQ||this.mode===this.EQUIT){if(i=this.mode===this.EQUIT?1+g*l:1+this.sinph0*h+this.cosph0*g*l,s&gt;=i)return null;i=Math.sqrt(2/i),e=i*g*Math.sin(m),i*=this.mode===this.EQUIT?h:this.cosph0*h-this.sinph0*g*l}else if(this.mode===this.N_POLE||this.mode===this.S_POLE){if(this.mode===this.N_POLE&amp;&amp;(l=-l),Math.abs(_+this.phi0)&lt;s)return null;i=r-.5*_,i=2*(this.mode===this.S_POLE?Math.cos(i):Math.sin(i)),e=i*Math.sin(m),i*=l}}else{switch(p=0,d=0,f=0,l=Math.cos(m),u=Math.sin(m),h=Math.sin(_),c=o(this.e,h),(this.mode===this.OBLIQ||this.mode===this.EQUIT)&amp;&amp;(p=c/this.qp,d=Math.sqrt(1-p*p)),this.mode){case this.OBLIQ:f=1+this.sinb1*p+this.cosb1*d*l;break;case this.EQUIT:f=1+d*l;break;case this.N_POLE:f=n+_,c=this.qp-c;break;case this.S_POLE:f=_-n,c=this.qp+c}if(Math.abs(f)&lt;s)return null;switch(this.mode){case this.OBLIQ:case this.EQUIT:f=Math.sqrt(2/f),i=this.mode===this.OBLIQ?this.ymf*f*(this.cosb1*p-this.sinb1*d*l):(f=Math.sqrt(2/(1+d*l)))*p*this.ymf,e=this.xmf*f*d*u;break;case this.N_POLE:case this.S_POLE:c&gt;=0?(e=(f=Math.sqrt(c))*u,i=l*(this.mode===this.S_POLE?f:-f)):e=i=0}}return t.x=this.a*e+this.x0,t.y=this.a*i+this.y0,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,r,o,l,u,h,c=t.x/this.a,p=t.y/this.a;if(this.sphere){var d,f=0,g=0;if(d=Math.sqrt(c*c+p*p),i=.5*d,i&gt;1)return null;switch(i=2*Math.asin(i),(this.mode===this.OBLIQ||this.mode===this.EQUIT)&amp;&amp;(g=Math.sin(i),f=Math.cos(i)),this.mode){case this.EQUIT:i=Math.abs(d)&lt;=s?0:Math.asin(p*g/d),c*=g,p=f*d;break;case this.OBLIQ:i=Math.abs(d)&lt;=s?this.phi0:Math.asin(f*this.sinph0+p*g*this.cosph0/d),c*=g*this.cosph0,p=(f-Math.sin(i)*this.sinph0)*d;break;case this.N_POLE:p=-p,i=n-i;break;case this.S_POLE:i-=n}e=0!==p||this.mode!==this.EQUIT&amp;&amp;this.mode!==this.OBLIQ?Math.atan2(c,p):0}else{if(h=0,this.mode===this.OBLIQ||this.mode===this.EQUIT){if(c/=this.dd,p*=this.dd,u=Math.sqrt(c*c+p*p),s&gt;u)return t.x=0,t.y=this.phi0,t;o=2*Math.asin(.5*u/this.rq),r=Math.cos(o),c*=o=Math.sin(o),this.mode===this.OBLIQ?(h=r*this.sinb1+p*o*this.cosb1/u,l=this.qp*h,p=u*this.cosb1*r-p*this.sinb1*o):(h=p*o/u,l=this.qp*h,p=u*r)}else if(this.mode===this.N_POLE||this.mode===this.S_POLE){if(this.mode===this.N_POLE&amp;&amp;(p=-p),l=c*c+p*p,!l)return t.x=0,t.y=this.phi0,t;h=1-l/this.qp,this.mode===this.S_POLE&amp;&amp;(h=-h)}e=Math.atan2(c,p),i=this.authlat(Math.asin(h),this.apa)}return t.x=a(this.long0+e),t.y=i,t},i.P00=.3333333333333333,i.P01=.17222222222222222,i.P02=.10257936507936508,i.P10=.06388888888888888,i.P11=.0664021164021164,i.P20=.016415012942191543,i.authset=function(t){var e,i=[];return i[0]=t*this.P00,e=t*t,i[0]+=e*this.P01,i[1]=e*this.P10,e*=t,i[0]+=e*this.P02,i[1]+=e*this.P11,i[2]=e*this.P20,i},i.authlat=function(t,e){var i=t+t;return t+e[0]*Math.sin(i)+e[1]*Math.sin(i+i)+e[2]*Math.sin(i+i+i)},i.names=["Lambert Azimuthal Equal Area","Lambert_Azimuthal_Equal_Area","laea"]},{"../common/adjust_lon":24,"../common/qsfnz":39}],70:[function(t,e,i){var n=1e-10,r=t("../common/msfnz"),s=t("../common/tsfnz"),o=Math.PI/2,a=t("../common/sign"),l=t("../common/adjust_lon"),u=t("../common/phi2z");i.init=function(){if(this.lat2||(this.lat2=this.lat1),this.k0||(this.k0=1),this.x0=this.x0||0,this.y0=this.y0||0,!(Math.abs(this.lat1+this.lat2)&lt;n)){var t=this.b/this.a;this.e=Math.sqrt(1-t*t);var e=Math.sin(this.lat1),i=Math.cos(this.lat1),o=r(this.e,e,i),a=s(this.e,this.lat1,e),l=Math.sin(this.lat2),u=Math.cos(this.lat2),h=r(this.e,l,u),c=s(this.e,this.lat2,l),p=s(this.e,this.lat0,Math.sin(this.lat0));Math.abs(this.lat1-this.lat2)&gt;n?this.ns=Math.log(o/h)/Math.log(a/c):this.ns=e,isNaN(this.ns)&amp;&amp;(this.ns=e),this.f0=o/(this.ns*Math.pow(a,this.ns)),this.rh=this.a*this.f0*Math.pow(p,this.ns),this.title||(this.title="Lambert Conformal Conic")}},i.forward=function(t){var e=t.x,i=t.y;Math.abs(2*Math.abs(i)-Math.PI)&lt;=n&amp;&amp;(i=a(i)*(o-2*n));var r,u,h=Math.abs(Math.abs(i)-o);if(h&gt;n)r=s(this.e,i,Math.sin(i)),u=this.a*this.f0*Math.pow(r,this.ns);else{if(h=i*this.ns,0&gt;=h)return null;u=0}var c=this.ns*l(e-this.long0);return t.x=this.k0*(u*Math.sin(c))+this.x0,t.y=this.k0*(this.rh-u*Math.cos(c))+this.y0,t},i.inverse=function(t){var e,i,n,r,s,a=(t.x-this.x0)/this.k0,h=this.rh-(t.y-this.y0)/this.k0;this.ns&gt;0?(e=Math.sqrt(a*a+h*h),i=1):(e=-Math.sqrt(a*a+h*h),i=-1);var c=0;if(0!==e&amp;&amp;(c=Math.atan2(i*a,i*h)),0!==e||this.ns&gt;0){if(i=1/this.ns,n=Math.pow(e/(this.a*this.f0),i),r=u(this.e,n),-9999===r)return null}else r=-o;return s=l(c/this.ns+this.long0),t.x=s,t.y=r,t},i.names=["Lambert Tangential Conformal Conic Projection","Lambert_Conformal_Conic","Lambert_Conformal_Conic_2SP","lcc"]},{"../common/adjust_lon":24,"../common/msfnz":34,"../common/phi2z":35,"../common/sign":40,"../common/tsfnz":43}],71:[function(t,e,i){function n(t){return t}i.init=function(){},i.forward=n,i.inverse=n,i.names=["longlat","identity"]},{}],72:[function(t,e,i){var n=t("../common/msfnz"),r=Math.PI/2,s=1e-10,o=57.29577951308232,a=t("../common/adjust_lon"),l=Math.PI/4,u=t("../common/tsfnz"),h=t("../common/phi2z");i.init=function(){var t=this.b/this.a;this.es=1-t*t,"x0"in this||(this.x0=0),"y0"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=n(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var e=t.x,i=t.y;if(i*o&gt;90&amp;&amp;-90&gt;i*o&amp;&amp;e*o&gt;180&amp;&amp;-180&gt;e*o)return null;var n,h;if(Math.abs(Math.abs(i)-r)&lt;=s)return null;if(this.sphere)n=this.x0+this.a*this.k0*a(e-this.long0),h=this.y0+this.a*this.k0*Math.log(Math.tan(l+.5*i));else{var c=Math.sin(i),p=u(this.e,i,c);n=this.x0+this.a*this.k0*a(e-this.long0),h=this.y0-this.a*this.k0*Math.log(p)}return t.x=n,t.y=h,t},i.inverse=function(t){var e,i,n=t.x-this.x0,s=t.y-this.y0;if(this.sphere)i=r-2*Math.atan(Math.exp(-s/(this.a*this.k0)));else{var o=Math.exp(-s/(this.a*this.k0));if(i=h(this.e,o),-9999===i)return null}return e=a(this.long0+n/(this.a*this.k0)),t.x=e,t.y=i,t},i.names=["Mercator","Popular Visualisation Pseudo Mercator","Mercator_1SP","Mercator_Auxiliary_Sphere","merc"]},{"../common/adjust_lon":24,"../common/msfnz":34,"../common/phi2z":35,"../common/tsfnz":43}],73:[function(t,e,i){var n=t("../common/adjust_lon");i.init=function(){},i.forward=function(t){var e=t.x,i=t.y,r=n(e-this.long0),s=this.x0+this.a*r,o=this.y0+this.a*Math.log(Math.tan(Math.PI/4+i/2.5))*1.25;return t.x=s,t.y=o,t},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e=n(this.long0+t.x/this.a),i=2.5*(Math.atan(Math.exp(.8*t.y/this.a))-Math.PI/4);return t.x=e,t.y=i,t},i.names=["Miller_Cylindrical","mill"]},{"../common/adjust_lon":24}],74:[function(t,e,i){var n=t("../common/adjust_lon"),r=1e-10;i.init=function(){},i.forward=function(t){for(var e=t.x,i=t.y,s=n(e-this.long0),o=i,a=Math.PI*Math.sin(i),l=0;!0;l++){var u=-(o+Math.sin(o)-a)/(1+Math.cos(o));if(o+=u,Math.abs(u)&lt;r)break}o/=2,Math.PI/2-Math.abs(i)&lt;r&amp;&amp;(s=0);var h=.900316316158*this.a*s*Math.cos(o)+this.x0,c=1.4142135623731*this.a*Math.sin(o)+this.y0;return t.x=h,t.y=c,t},i.inverse=function(t){var e,i;t.x-=this.x0,t.y-=this.y0,i=t.y/(1.4142135623731*this.a),Math.abs(i)&gt;.999999999999&amp;&amp;(i=.999999999999),e=Math.asin(i);var r=n(this.long0+t.x/(.900316316158*this.a*Math.cos(e)));r&lt;-Math.PI&amp;&amp;(r=-Math.PI),r&gt;Math.PI&amp;&amp;(r=Math.PI),i=(2*e+Math.sin(2*e))/Math.PI,Math.abs(i)&gt;1&amp;&amp;(i=1);var s=Math.asin(i);return t.x=r,t.y=s,t},i.names=["Mollweide","moll"]},{"../common/adjust_lon":24}],75:[function(t,e,i){var n=484813681109536e-20;i.iterations=1,i.init=function(){this.A=[],this.A[1]=.6399175073,this.A[2]=-.1358797613,this.A[3]=.063294409,this.A[4]=-.02526853,this.A[5]=.0117879,this.A[6]=-.0055161,this.A[7]=.0026906,this.A[8]=-.001333,this.A[9]=67e-5,this.A[10]=-34e-5,this.B_re=[],this.B_im=[],this.B_re[1]=.7557853228,this.B_im[1]=0,this.B_re[2]=.249204646,this.B_im[2]=.003371507,this.B_re[3]=-.001541739,this.B_im[3]=.04105856,this.B_re[4]=-.10162907,this.B_im[4]=.01727609,this.B_re[5]=-.26623489,this.B_im[5]=-.36249218,
this.B_re[6]=-.6870983,this.B_im[6]=-1.1651967,this.C_re=[],this.C_im=[],this.C_re[1]=1.3231270439,this.C_im[1]=0,this.C_re[2]=-.577245789,this.C_im[2]=-.007809598,this.C_re[3]=.508307513,this.C_im[3]=-.112208952,this.C_re[4]=-.15094762,this.C_im[4]=.18200602,this.C_re[5]=1.01418179,this.C_im[5]=1.64497696,this.C_re[6]=1.9660549,this.C_im[6]=2.5127645,this.D=[],this.D[1]=1.5627014243,this.D[2]=.5185406398,this.D[3]=-.03333098,this.D[4]=-.1052906,this.D[5]=-.0368594,this.D[6]=.007317,this.D[7]=.0122,this.D[8]=.00394,this.D[9]=-.0013},i.forward=function(t){var e,i=t.x,r=t.y,s=r-this.lat0,o=i-this.long0,a=s/n*1e-5,l=o,u=1,h=0;for(e=1;10&gt;=e;e++)u*=a,h+=this.A[e]*u;var c,p,d=h,f=l,g=1,m=0,_=0,v=0;for(e=1;6&gt;=e;e++)c=g*d-m*f,p=m*d+g*f,g=c,m=p,_=_+this.B_re[e]*g-this.B_im[e]*m,v=v+this.B_im[e]*g+this.B_re[e]*m;return t.x=v*this.a+this.x0,t.y=_*this.a+this.y0,t},i.inverse=function(t){var e,i,r,s=t.x,o=t.y,a=s-this.x0,l=o-this.y0,u=l/this.a,h=a/this.a,c=1,p=0,d=0,f=0;for(e=1;6&gt;=e;e++)i=c*u-p*h,r=p*u+c*h,c=i,p=r,d=d+this.C_re[e]*c-this.C_im[e]*p,f=f+this.C_im[e]*c+this.C_re[e]*p;for(var g=0;g&lt;this.iterations;g++){var m,_,v=d,y=f,b=u,w=h;for(e=2;6&gt;=e;e++)m=v*d-y*f,_=y*d+v*f,v=m,y=_,b+=(e-1)*(this.B_re[e]*v-this.B_im[e]*y),w+=(e-1)*(this.B_im[e]*v+this.B_re[e]*y);v=1,y=0;var x=this.B_re[1],k=this.B_im[1];for(e=2;6&gt;=e;e++)m=v*d-y*f,_=y*d+v*f,v=m,y=_,x+=e*(this.B_re[e]*v-this.B_im[e]*y),k+=e*(this.B_im[e]*v+this.B_re[e]*y);var M=x*x+k*k;d=(b*x+w*k)/M,f=(w*x-b*k)/M}var C=d,D=f,T=1,S=0;for(e=1;9&gt;=e;e++)T*=C,S+=this.D[e]*T;var A=this.lat0+S*n*1e5,P=this.long0+D;return t.x=P,t.y=A,t},i.names=["New_Zealand_Map_Grid","nzmg"]},{}],76:[function(t,e,i){var n=t("../common/tsfnz"),r=t("../common/adjust_lon"),s=t("../common/phi2z"),o=Math.PI/2,a=Math.PI/4,l=1e-10;i.init=function(){this.no_off=this.no_off||!1,this.no_rot=this.no_rot||!1,isNaN(this.k0)&amp;&amp;(this.k0=1);var t=Math.sin(this.lat0),e=Math.cos(this.lat0),i=this.e*t;this.bl=Math.sqrt(1+this.es/(1-this.es)*Math.pow(e,4)),this.al=this.a*this.bl*this.k0*Math.sqrt(1-this.es)/(1-i*i);var s=n(this.e,this.lat0,t),o=this.bl/e*Math.sqrt((1-this.es)/(1-i*i));1&gt;o*o&amp;&amp;(o=1);var a,l;if(isNaN(this.longc)){var u=n(this.e,this.lat1,Math.sin(this.lat1)),h=n(this.e,this.lat2,Math.sin(this.lat2));this.lat0&gt;=0?this.el=(o+Math.sqrt(o*o-1))*Math.pow(s,this.bl):this.el=(o-Math.sqrt(o*o-1))*Math.pow(s,this.bl);var c=Math.pow(u,this.bl),p=Math.pow(h,this.bl);a=this.el/c,l=.5*(a-1/a);var d=(this.el*this.el-p*c)/(this.el*this.el+p*c),f=(p-c)/(p+c),g=r(this.long1-this.long2);this.long0=.5*(this.long1+this.long2)-Math.atan(d*Math.tan(.5*this.bl*g)/f)/this.bl,this.long0=r(this.long0);var m=r(this.long1-this.long0);this.gamma0=Math.atan(Math.sin(this.bl*m)/l),this.alpha=Math.asin(o*Math.sin(this.gamma0))}else a=this.lat0&gt;=0?o+Math.sqrt(o*o-1):o-Math.sqrt(o*o-1),this.el=a*Math.pow(s,this.bl),l=.5*(a-1/a),this.gamma0=Math.asin(Math.sin(this.alpha)/o),this.long0=this.longc-Math.asin(l*Math.tan(this.gamma0))/this.bl;this.no_off?this.uc=0:this.lat0&gt;=0?this.uc=this.al/this.bl*Math.atan2(Math.sqrt(o*o-1),Math.cos(this.alpha)):this.uc=-1*this.al/this.bl*Math.atan2(Math.sqrt(o*o-1),Math.cos(this.alpha))},i.forward=function(t){var e,i,s,u=t.x,h=t.y,c=r(u-this.long0);if(Math.abs(Math.abs(h)-o)&lt;=l)s=h&gt;0?-1:1,i=this.al/this.bl*Math.log(Math.tan(a+s*this.gamma0*.5)),e=-1*s*o*this.al/this.bl;else{var p=n(this.e,h,Math.sin(h)),d=this.el/Math.pow(p,this.bl),f=.5*(d-1/d),g=.5*(d+1/d),m=Math.sin(this.bl*c),_=(f*Math.sin(this.gamma0)-m*Math.cos(this.gamma0))/g;i=Math.abs(Math.abs(_)-1)&lt;=l?Number.POSITIVE_INFINITY:.5*this.al*Math.log((1-_)/(1+_))/this.bl,e=Math.abs(Math.cos(this.bl*c))&lt;=l?this.al*this.bl*c:this.al*Math.atan2(f*Math.cos(this.gamma0)+m*Math.sin(this.gamma0),Math.cos(this.bl*c))/this.bl}return this.no_rot?(t.x=this.x0+e,t.y=this.y0+i):(e-=this.uc,t.x=this.x0+i*Math.cos(this.alpha)+e*Math.sin(this.alpha),t.y=this.y0+e*Math.cos(this.alpha)-i*Math.sin(this.alpha)),t},i.inverse=function(t){var e,i;this.no_rot?(i=t.y-this.y0,e=t.x-this.x0):(i=(t.x-this.x0)*Math.cos(this.alpha)-(t.y-this.y0)*Math.sin(this.alpha),e=(t.y-this.y0)*Math.cos(this.alpha)+(t.x-this.x0)*Math.sin(this.alpha),e+=this.uc);var n=Math.exp(-1*this.bl*i/this.al),a=.5*(n-1/n),u=.5*(n+1/n),h=Math.sin(this.bl*e/this.al),c=(h*Math.cos(this.gamma0)+a*Math.sin(this.gamma0))/u,p=Math.pow(this.el/Math.sqrt((1+c)/(1-c)),1/this.bl);return Math.abs(c-1)&lt;l?(t.x=this.long0,t.y=o):Math.abs(c+1)&lt;l?(t.x=this.long0,t.y=-1*o):(t.y=s(this.e,p),t.x=r(this.long0-Math.atan2(a*Math.cos(this.gamma0)-h*Math.sin(this.gamma0),Math.cos(this.bl*e/this.al))/this.bl)),t},i.names=["Hotine_Oblique_Mercator","Hotine Oblique Mercator","Hotine_Oblique_Mercator_Azimuth_Natural_Origin","Hotine_Oblique_Mercator_Azimuth_Center","omerc"]},{"../common/adjust_lon":24,"../common/phi2z":35,"../common/tsfnz":43}],77:[function(t,e,i){var n=t("../common/e0fn"),r=t("../common/e1fn"),s=t("../common/e2fn"),o=t("../common/e3fn"),a=t("../common/adjust_lon"),l=t("../common/adjust_lat"),u=t("../common/mlfn"),h=1e-10,c=t("../common/gN"),p=20;i.init=function(){this.temp=this.b/this.a,this.es=1-Math.pow(this.temp,2),this.e=Math.sqrt(this.es),this.e0=n(this.es),this.e1=r(this.es),this.e2=s(this.es),this.e3=o(this.es),this.ml0=this.a*u(this.e0,this.e1,this.e2,this.e3,this.lat0)},i.forward=function(t){var e,i,n,r=t.x,s=t.y,o=a(r-this.long0);if(n=o*Math.sin(s),this.sphere)Math.abs(s)&lt;=h?(e=this.a*o,i=-1*this.a*this.lat0):(e=this.a*Math.sin(n)/Math.tan(s),i=this.a*(l(s-this.lat0)+(1-Math.cos(n))/Math.tan(s)));else if(Math.abs(s)&lt;=h)e=this.a*o,i=-1*this.ml0;else{var p=c(this.a,this.e,Math.sin(s))/Math.tan(s);e=p*Math.sin(n),i=this.a*u(this.e0,this.e1,this.e2,this.e3,s)-this.ml0+p*(1-Math.cos(n))}return t.x=e+this.x0,t.y=i+this.y0,t},i.inverse=function(t){var e,i,n,r,s,o,l,c,d;if(n=t.x-this.x0,r=t.y-this.y0,this.sphere)if(Math.abs(r+this.a*this.lat0)&lt;=h)e=a(n/this.a+this.long0),i=0;else{o=this.lat0+r/this.a,l=n*n/this.a/this.a+o*o,c=o;var f;for(s=p;s;--s)if(f=Math.tan(c),d=-1*(o*(c*f+1)-c-.5*(c*c+l)*f)/((c-o)/f-1),c+=d,Math.abs(d)&lt;=h){i=c;break}e=a(this.long0+Math.asin(n*Math.tan(c)/this.a)/Math.sin(i))}else if(Math.abs(r+this.ml0)&lt;=h)i=0,e=a(this.long0+n/this.a);else{o=(this.ml0+r)/this.a,l=n*n/this.a/this.a+o*o,c=o;var g,m,_,v,y;for(s=p;s;--s)if(y=this.e*Math.sin(c),g=Math.sqrt(1-y*y)*Math.tan(c),m=this.a*u(this.e0,this.e1,this.e2,this.e3,c),_=this.e0-2*this.e1*Math.cos(2*c)+4*this.e2*Math.cos(4*c)-6*this.e3*Math.cos(6*c),v=m/this.a,d=(o*(g*v+1)-v-.5*g*(v*v+l))/(this.es*Math.sin(2*c)*(v*v+l-2*o*v)/(4*g)+(o-v)*(g*_-2/Math.sin(2*c))-_),c-=d,Math.abs(d)&lt;=h){i=c;break}g=Math.sqrt(1-this.es*Math.pow(Math.sin(i),2))*Math.tan(i),e=a(this.long0+Math.asin(n*g/this.a)/Math.sin(i))}return t.x=e,t.y=i,t},i.names=["Polyconic","poly"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/gN":30,"../common/mlfn":33}],78:[function(t,e,i){var n=t("../common/adjust_lon"),r=t("../common/adjust_lat"),s=t("../common/pj_enfn"),o=20,a=t("../common/pj_mlfn"),l=t("../common/pj_inv_mlfn"),u=Math.PI/2,h=1e-10,c=t("../common/asinz");i.init=function(){this.sphere?(this.n=1,this.m=0,this.es=0,this.C_y=Math.sqrt((this.m+1)/this.n),this.C_x=this.C_y/(this.m+1)):this.en=s(this.es)},i.forward=function(t){var e,i,r=t.x,s=t.y;if(r=n(r-this.long0),this.sphere){if(this.m)for(var l=this.n*Math.sin(s),u=o;u;--u){var c=(this.m*s+Math.sin(s)-l)/(this.m+Math.cos(s));if(s-=c,Math.abs(c)&lt;h)break}else s=1!==this.n?Math.asin(this.n*Math.sin(s)):s;e=this.a*this.C_x*r*(this.m+Math.cos(s)),i=this.a*this.C_y*s}else{var p=Math.sin(s),d=Math.cos(s);i=this.a*a(s,p,d,this.en),e=this.a*r*d/Math.sqrt(1-this.es*p*p)}return t.x=e,t.y=i,t},i.inverse=function(t){var e,i,s,o;return t.x-=this.x0,s=t.x/this.a,t.y-=this.y0,e=t.y/this.a,this.sphere?(e/=this.C_y,s/=this.C_x*(this.m+Math.cos(e)),this.m?e=c((this.m*e+Math.sin(e))/this.n):1!==this.n&amp;&amp;(e=c(Math.sin(e)/this.n)),s=n(s+this.long0),e=r(e)):(e=l(t.y/this.a,this.es,this.en),o=Math.abs(e),u&gt;o?(o=Math.sin(e),i=this.long0+t.x*Math.sqrt(1-this.es*o*o)/(this.a*Math.cos(e)),s=n(i)):u&gt;o-h&amp;&amp;(s=this.long0)),t.x=s,t.y=e,t},i.names=["Sinusoidal","sinu"]},{"../common/adjust_lat":23,"../common/adjust_lon":24,"../common/asinz":25,"../common/pj_enfn":36,"../common/pj_inv_mlfn":37,"../common/pj_mlfn":38}],79:[function(t,e,i){i.init=function(){var t=this.lat0;this.lambda0=this.long0;var e=Math.sin(t),i=this.a,n=this.rf,r=1/n,s=2*r-Math.pow(r,2),o=this.e=Math.sqrt(s);this.R=this.k0*i*Math.sqrt(1-s)/(1-s*Math.pow(e,2)),this.alpha=Math.sqrt(1+s/(1-s)*Math.pow(Math.cos(t),4)),this.b0=Math.asin(e/this.alpha);var a=Math.log(Math.tan(Math.PI/4+this.b0/2)),l=Math.log(Math.tan(Math.PI/4+t/2)),u=Math.log((1+o*e)/(1-o*e));this.K=a-this.alpha*l+this.alpha*o/2*u},i.forward=function(t){var e=Math.log(Math.tan(Math.PI/4-t.y/2)),i=this.e/2*Math.log((1+this.e*Math.sin(t.y))/(1-this.e*Math.sin(t.y))),n=-this.alpha*(e+i)+this.K,r=2*(Math.atan(Math.exp(n))-Math.PI/4),s=this.alpha*(t.x-this.lambda0),o=Math.atan(Math.sin(s)/(Math.sin(this.b0)*Math.tan(r)+Math.cos(this.b0)*Math.cos(s))),a=Math.asin(Math.cos(this.b0)*Math.sin(r)-Math.sin(this.b0)*Math.cos(r)*Math.cos(s));return t.y=this.R/2*Math.log((1+Math.sin(a))/(1-Math.sin(a)))+this.y0,t.x=this.R*o+this.x0,t},i.inverse=function(t){for(var e=t.x-this.x0,i=t.y-this.y0,n=e/this.R,r=2*(Math.atan(Math.exp(i/this.R))-Math.PI/4),s=Math.asin(Math.cos(this.b0)*Math.sin(r)+Math.sin(this.b0)*Math.cos(r)*Math.cos(n)),o=Math.atan(Math.sin(n)/(Math.cos(this.b0)*Math.cos(n)-Math.sin(this.b0)*Math.tan(r))),a=this.lambda0+o/this.alpha,l=0,u=s,h=-1e3,c=0;Math.abs(u-h)&gt;1e-7;){if(++c&gt;20)return;l=1/this.alpha*(Math.log(Math.tan(Math.PI/4+s/2))-this.K)+this.e*Math.log(Math.tan(Math.PI/4+Math.asin(this.e*Math.sin(u))/2)),h=u,u=2*Math.atan(Math.exp(l))-Math.PI/2}return t.x=a,t.y=u,t},i.names=["somerc"]},{}],80:[function(t,e,i){var n=Math.PI/2,r=1e-10,s=t("../common/sign"),o=t("../common/msfnz"),a=t("../common/tsfnz"),l=t("../common/phi2z"),u=t("../common/adjust_lon");i.ssfn_=function(t,e,i){return e*=i,Math.tan(.5*(n+t))*Math.pow((1-e)/(1+e),.5*i)},i.init=function(){this.coslat0=Math.cos(this.lat0),this.sinlat0=Math.sin(this.lat0),this.sphere?1===this.k0&amp;&amp;!isNaN(this.lat_ts)&amp;&amp;Math.abs(this.coslat0)&lt;=r&amp;&amp;(this.k0=.5*(1+s(this.lat0)*Math.sin(this.lat_ts))):(Math.abs(this.coslat0)&lt;=r&amp;&amp;(this.lat0&gt;0?this.con=1:this.con=-1),this.cons=Math.sqrt(Math.pow(1+this.e,1+this.e)*Math.pow(1-this.e,1-this.e)),1===this.k0&amp;&amp;!isNaN(this.lat_ts)&amp;&amp;Math.abs(this.coslat0)&lt;=r&amp;&amp;(this.k0=.5*this.cons*o(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts))/a(this.e,this.con*this.lat_ts,this.con*Math.sin(this.lat_ts))),this.ms1=o(this.e,this.sinlat0,this.coslat0),this.X0=2*Math.atan(this.ssfn_(this.lat0,this.sinlat0,this.e))-n,this.cosX0=Math.cos(this.X0),this.sinX0=Math.sin(this.X0))},i.forward=function(t){var e,i,s,o,l,h,c=t.x,p=t.y,d=Math.sin(p),f=Math.cos(p),g=u(c-this.long0);return Math.abs(Math.abs(c-this.long0)-Math.PI)&lt;=r&amp;&amp;Math.abs(p+this.lat0)&lt;=r?(t.x=NaN,t.y=NaN,t):this.sphere?(e=2*this.k0/(1+this.sinlat0*d+this.coslat0*f*Math.cos(g)),t.x=this.a*e*f*Math.sin(g)+this.x0,t.y=this.a*e*(this.coslat0*d-this.sinlat0*f*Math.cos(g))+this.y0,t):(i=2*Math.atan(this.ssfn_(p,d,this.e))-n,o=Math.cos(i),s=Math.sin(i),Math.abs(this.coslat0)&lt;=r?(l=a(this.e,p*this.con,this.con*d),h=2*this.a*this.k0*l/this.cons,t.x=this.x0+h*Math.sin(c-this.long0),t.y=this.y0-this.con*h*Math.cos(c-this.long0),t):(Math.abs(this.sinlat0)&lt;r?(e=2*this.a*this.k0/(1+o*Math.cos(g)),t.y=e*s):(e=2*this.a*this.k0*this.ms1/(this.cosX0*(1+this.sinX0*s+this.cosX0*o*Math.cos(g))),t.y=e*(this.cosX0*s-this.sinX0*o*Math.cos(g))+this.y0),t.x=e*o*Math.sin(g)+this.x0,t))},i.inverse=function(t){t.x-=this.x0,t.y-=this.y0;var e,i,s,o,a,h=Math.sqrt(t.x*t.x+t.y*t.y);if(this.sphere){var c=2*Math.atan(h/(.5*this.a*this.k0));return e=this.long0,i=this.lat0,r&gt;=h?(t.x=e,t.y=i,t):(i=Math.asin(Math.cos(c)*this.sinlat0+t.y*Math.sin(c)*this.coslat0/h),e=u(Math.abs(this.coslat0)&lt;r?this.lat0&gt;0?this.long0+Math.atan2(t.x,-1*t.y):this.long0+Math.atan2(t.x,t.y):this.long0+Math.atan2(t.x*Math.sin(c),h*this.coslat0*Math.cos(c)-t.y*this.sinlat0*Math.sin(c))),t.x=e,t.y=i,t)}if(Math.abs(this.coslat0)&lt;=r){if(r&gt;=h)return i=this.lat0,e=this.long0,t.x=e,t.y=i,t;t.x*=this.con,t.y*=this.con,s=h*this.cons/(2*this.a*this.k0),i=this.con*l(this.e,s),e=this.con*u(this.con*this.long0+Math.atan2(t.x,-1*t.y))}else o=2*Math.atan(h*this.cosX0/(2*this.a*this.k0*this.ms1)),e=this.long0,r&gt;=h?a=this.X0:(a=Math.asin(Math.cos(o)*this.sinX0+t.y*Math.sin(o)*this.cosX0/h),e=u(this.long0+Math.atan2(t.x*Math.sin(o),h*this.cosX0*Math.cos(o)-t.y*this.sinX0*Math.sin(o)))),i=-1*l(this.e,Math.tan(.5*(n+a)));return t.x=e,t.y=i,t},i.names=["stere","Stereographic_South_Pole","Polar Stereographic (variant B)"]},{"../common/adjust_lon":24,"../common/msfnz":34,"../common/phi2z":35,"../common/sign":40,"../common/tsfnz":43}],81:[function(t,e,i){var n=t("./gauss"),r=t("../common/adjust_lon");i.init=function(){n.init.apply(this),this.rc&amp;&amp;(this.sinc0=Math.sin(this.phic0),this.cosc0=Math.cos(this.phic0),this.R2=2*this.rc,this.title||(this.title="Oblique Stereographic Alternative"))},i.forward=function(t){var e,i,s,o;return t.x=r(t.x-this.long0),n.forward.apply(this,[t]),e=Math.sin(t.y),i=Math.cos(t.y),s=Math.cos(t.x),o=this.k0*this.R2/(1+this.sinc0*e+this.cosc0*i*s),t.x=o*i*Math.sin(t.x),t.y=o*(this.cosc0*e-this.sinc0*i*s),t.x=this.a*t.x+this.x0,t.y=this.a*t.y+this.y0,t},i.inverse=function(t){var e,i,s,o,a;if(t.x=(t.x-this.x0)/this.a,t.y=(t.y-this.y0)/this.a,t.x/=this.k0,t.y/=this.k0,a=Math.sqrt(t.x*t.x+t.y*t.y)){var l=2*Math.atan2(a,this.R2);e=Math.sin(l),i=Math.cos(l),o=Math.asin(i*this.sinc0+t.y*e*this.cosc0/a),s=Math.atan2(t.x*e,a*this.cosc0*i-t.y*this.sinc0*e)}else o=this.phic0,s=0;return t.x=s,t.y=o,n.inverse.apply(this,[t]),t.x=r(t.x+this.long0),t},i.names=["Stereographic_North_Pole","Oblique_Stereographic","Polar_Stereographic","sterea","Oblique Stereographic Alternative"]},{"../common/adjust_lon":24,"./gauss":66}],82:[function(t,e,i){var n=t("../common/e0fn"),r=t("../common/e1fn"),s=t("../common/e2fn"),o=t("../common/e3fn"),a=t("../common/mlfn"),l=t("../common/adjust_lon"),u=Math.PI/2,h=1e-10,c=t("../common/sign"),p=t("../common/asinz");i.init=function(){this.e0=n(this.es),this.e1=r(this.es),this.e2=s(this.es),this.e3=o(this.es),this.ml0=this.a*a(this.e0,this.e1,this.e2,this.e3,this.lat0)},i.forward=function(t){var e,i,n,r=t.x,s=t.y,o=l(r-this.long0),u=Math.sin(s),h=Math.cos(s);if(this.sphere){var c=h*Math.sin(o);if(Math.abs(Math.abs(c)-1)&lt;1e-10)return 93;i=.5*this.a*this.k0*Math.log((1+c)/(1-c)),e=Math.acos(h*Math.cos(o)/Math.sqrt(1-c*c)),0&gt;s&amp;&amp;(e=-e),n=this.a*this.k0*(e-this.lat0)}else{var p=h*o,d=Math.pow(p,2),f=this.ep2*Math.pow(h,2),g=Math.tan(s),m=Math.pow(g,2);e=1-this.es*Math.pow(u,2);var _=this.a/Math.sqrt(e),v=this.a*a(this.e0,this.e1,this.e2,this.e3,s);i=this.k0*_*p*(1+d/6*(1-m+f+d/20*(5-18*m+Math.pow(m,2)+72*f-58*this.ep2)))+this.x0,n=this.k0*(v-this.ml0+_*g*(d*(.5+d/24*(5-m+9*f+4*Math.pow(f,2)+d/30*(61-58*m+Math.pow(m,2)+600*f-330*this.ep2)))))+this.y0}return t.x=i,t.y=n,t},i.inverse=function(t){var e,i,n,r,s,o,a=6;if(this.sphere){var d=Math.exp(t.x/(this.a*this.k0)),f=.5*(d-1/d),g=this.lat0+t.y/(this.a*this.k0),m=Math.cos(g);e=Math.sqrt((1-m*m)/(1+f*f)),s=p(e),0&gt;g&amp;&amp;(s=-s),o=0===f&amp;&amp;0===m?this.long0:l(Math.atan2(f,m)+this.long0)}else{var _=t.x-this.x0,v=t.y-this.y0;for(e=(this.ml0+v/this.k0)/this.a,i=e,r=0;!0&amp;&amp;(n=(e+this.e1*Math.sin(2*i)-this.e2*Math.sin(4*i)+this.e3*Math.sin(6*i))/this.e0-i,i+=n,!(Math.abs(n)&lt;=h));r++)if(r&gt;=a)return 95;if(Math.abs(i)&lt;u){var y=Math.sin(i),b=Math.cos(i),w=Math.tan(i),x=this.ep2*Math.pow(b,2),k=Math.pow(x,2),M=Math.pow(w,2),C=Math.pow(M,2);e=1-this.es*Math.pow(y,2);var D=this.a/Math.sqrt(e),T=D*(1-this.es)/e,S=_/(D*this.k0),A=Math.pow(S,2);s=i-D*w*A/T*(.5-A/24*(5+3*M+10*x-4*k-9*this.ep2-A/30*(61+90*M+298*x+45*C-252*this.ep2-3*k))),o=l(this.long0+S*(1-A/6*(1+2*M+x-A/20*(5-2*x+28*M-3*k+8*this.ep2+24*C)))/b)}else s=u*c(v),o=this.long0}return t.x=o,t.y=s,t},i.names=["Transverse_Mercator","Transverse Mercator","tmerc"]},{"../common/adjust_lon":24,"../common/asinz":25,"../common/e0fn":26,"../common/e1fn":27,"../common/e2fn":28,"../common/e3fn":29,"../common/mlfn":33,"../common/sign":40}],83:[function(t,e,i){var n=.017453292519943295,r=t("./tmerc");i.dependsOn="tmerc",i.init=function(){this.zone&amp;&amp;(this.lat0=0,this.long0=(6*Math.abs(this.zone)-183)*n,this.x0=5e5,this.y0=this.utmSouth?1e7:0,this.k0=.9996,r.init.apply(this),this.forward=r.forward,this.inverse=r.inverse)},i.names=["Universal Transverse Mercator System","utm"]},{"./tmerc":82}],84:[function(t,e,i){var n=t("../common/adjust_lon"),r=Math.PI/2,s=1e-10,o=t("../common/asinz");i.init=function(){this.R=this.a},i.forward=function(t){var e,i,a=t.x,l=t.y,u=n(a-this.long0);Math.abs(l)&lt;=s&amp;&amp;(e=this.x0+this.R*u,i=this.y0);var h=o(2*Math.abs(l/Math.PI));(Math.abs(u)&lt;=s||Math.abs(Math.abs(l)-r)&lt;=s)&amp;&amp;(e=this.x0,i=l&gt;=0?this.y0+Math.PI*this.R*Math.tan(.5*h):this.y0+Math.PI*this.R*-Math.tan(.5*h));var c=.5*Math.abs(Math.PI/u-u/Math.PI),p=c*c,d=Math.sin(h),f=Math.cos(h),g=f/(d+f-1),m=g*g,_=g*(2/d-1),v=_*_,y=Math.PI*this.R*(c*(g-v)+Math.sqrt(p*(g-v)*(g-v)-(v+p)*(m-v)))/(v+p);0&gt;u&amp;&amp;(y=-y),e=this.x0+y;var b=p+g;return y=Math.PI*this.R*(_*b-c*Math.sqrt((v+p)*(p+1)-b*b))/(v+p),i=l&gt;=0?this.y0+y:this.y0-y,t.x=e,t.y=i,t},i.inverse=function(t){var e,i,r,o,a,l,u,h,c,p,d,f,g;return t.x-=this.x0,t.y-=this.y0,d=Math.PI*this.R,r=t.x/d,o=t.y/d,a=r*r+o*o,l=-Math.abs(o)*(1+a),u=l-2*o*o+r*r,h=-2*l+1+2*o*o+a*a,g=o*o/h+(2*u*u*u/h/h/h-9*l*u/h/h)/27,c=(l-u*u/3/h)/h,p=2*Math.sqrt(-c/3),d=3*g/c/p,Math.abs(d)&gt;1&amp;&amp;(d=d&gt;=0?1:-1),f=Math.acos(d)/3,i=t.y&gt;=0?(-p*Math.cos(f+Math.PI/3)-u/3/h)*Math.PI:-(-p*Math.cos(f+Math.PI/3)-u/3/h)*Math.PI,e=Math.abs(r)&lt;s?this.long0:n(this.long0+Math.PI*(a-1+Math.sqrt(1+2*(r*r-o*o)+a*a))/2/r),t.x=e,t.y=i,t},i.names=["Van_der_Grinten_I","VanDerGrinten","vandg"]},{"../common/adjust_lon":24,"../common/asinz":25}],85:[function(t,e,i){var n=.017453292519943295,r=57.29577951308232,s=1,o=2,a=t("./datum_transform"),l=t("./adjust_axis"),u=t("./Proj"),h=t("./common/toPoint");e.exports=function c(t,e,i){function p(t,e){return(t.datum.datum_type===s||t.datum.datum_type===o)&amp;&amp;"WGS84"!==e.datumCode}var d;return Array.isArray(i)&amp;&amp;(i=h(i)),t.datum&amp;&amp;e.datum&amp;&amp;(p(t,e)||p(e,t))&amp;&amp;(d=new u("WGS84"),c(t,d,i),t=d),"enu"!==t.axis&amp;&amp;l(t,!1,i),"longlat"===t.projName?(i.x*=n,i.y*=n):(t.to_meter&amp;&amp;(i.x*=t.to_meter,i.y*=t.to_meter),t.inverse(i)),t.from_greenwich&amp;&amp;(i.x+=t.from_greenwich),i=a(t.datum,e.datum,i),e.from_greenwich&amp;&amp;(i.x-=e.from_greenwich),"longlat"===e.projName?(i.x*=r,i.y*=r):(e.forward(i),e.to_meter&amp;&amp;(i.x/=e.to_meter,i.y/=e.to_meter)),"enu"!==e.axis&amp;&amp;l(e,!0,i),i}},{"./Proj":21,"./adjust_axis":22,"./common/toPoint":42,"./datum_transform":50}],86:[function(t,e,i){function n(t,e,i){t[e]=i.map(function(t){var e={};return r(t,e),e}).reduce(function(t,e){return u(t,e)},{})}function r(t,e){var i;return Array.isArray(t)?(i=t.shift(),"PARAMETER"===i&amp;&amp;(i=t.shift()),1===t.length?Array.isArray(t[0])?(e[i]={},r(t[0],e[i])):e[i]=t[0]:t.length?"TOWGS84"===i?e[i]=t:(e[i]={},["UNIT","PRIMEM","VERT_DATUM"].indexOf(i)&gt;-1?(e[i]={name:t[0].toLowerCase(),convert:t[1]},3===t.length&amp;&amp;(e[i].auth=t[2])):"SPHEROID"===i?(e[i]={name:t[0],a:t[1],rf:t[2]},4===t.length&amp;&amp;(e[i].auth=t[3])):["GEOGCS","GEOCCS","DATUM","VERT_CS","COMPD_CS","LOCAL_CS","FITTED_CS","LOCAL_DATUM"].indexOf(i)&gt;-1?(t[0]=["name",t[0]],n(e,i,t)):t.every(function(t){return Array.isArray(t)})?n(e,i,t):r(t,e[i])):e[i]=!0,void 0):void(e[t]=!0)}function s(t,e){var i=e[0],n=e[1];!(i in t)&amp;&amp;n in t&amp;&amp;(t[i]=t[n],3===e.length&amp;&amp;(t[i]=e[2](t[i])))}function o(t){return t*l}function a(t){function e(e){var i=t.to_meter||1;return parseFloat(e,10)*i}"GEOGCS"===t.type?t.projName="longlat":"LOCAL_CS"===t.type?(t.projName="identity",t.local=!0):"object"==typeof t.PROJECTION?t.projName=Object.keys(t.PROJECTION)[0]:t.projName=t.PROJECTION,t.UNIT&amp;&amp;(t.units=t.UNIT.name.toLowerCase(),"metre"===t.units&amp;&amp;(t.units="meter"),t.UNIT.convert&amp;&amp;(t.to_meter=parseFloat(t.UNIT.convert,10))),t.GEOGCS&amp;&amp;(t.GEOGCS.DATUM?t.datumCode=t.GEOGCS.DATUM.name.toLowerCase():t.datumCode=t.GEOGCS.name.toLowerCase(),"d_"===t.datumCode.slice(0,2)&amp;&amp;(t.datumCode=t.datumCode.slice(2)),("new_zealand_geodetic_datum_1949"===t.datumCode||"new_zealand_1949"===t.datumCode)&amp;&amp;(t.datumCode="nzgd49"),"wgs_1984"===t.datumCode&amp;&amp;("Mercator_Auxiliary_Sphere"===t.PROJECTION&amp;&amp;(t.sphere=!0),t.datumCode="wgs84"),"_ferro"===t.datumCode.slice(-6)&amp;&amp;(t.datumCode=t.datumCode.slice(0,-6)),"_jakarta"===t.datumCode.slice(-8)&amp;&amp;(t.datumCode=t.datumCode.slice(0,-8)),~t.datumCode.indexOf("belge")&amp;&amp;(t.datumCode="rnb72"),t.GEOGCS.DATUM&amp;&amp;t.GEOGCS.DATUM.SPHEROID&amp;&amp;(t.ellps=t.GEOGCS.DATUM.SPHEROID.name.replace("_19","").replace(/[Cc]larke\_18/,"clrk"),"international"===t.ellps.toLowerCase().slice(0,13)&amp;&amp;(t.ellps="intl"),t.a=t.GEOGCS.DATUM.SPHEROID.a,t.rf=parseFloat(t.GEOGCS.DATUM.SPHEROID.rf,10)),~t.datumCode.indexOf("osgb_1936")&amp;&amp;(t.datumCode="osgb36")),t.b&amp;&amp;!isFinite(t.b)&amp;&amp;(t.b=t.a);var i=function(e){return s(t,e)},n=[["standard_parallel_1","Standard_Parallel_1"],["standard_parallel_2","Standard_Parallel_2"],["false_easting","False_Easting"],["false_northing","False_Northing"],["central_meridian","Central_Meridian"],["latitude_of_origin","Latitude_Of_Origin"],["latitude_of_origin","Central_Parallel"],["scale_factor","Scale_Factor"],["k0","scale_factor"],["latitude_of_center","Latitude_of_center"],["lat0","latitude_of_center",o],["longitude_of_center","Longitude_Of_Center"],["longc","longitude_of_center",o],["x0","false_easting",e],["y0","false_northing",e],["long0","central_meridian",o],["lat0","latitude_of_origin",o],["lat0","standard_parallel_1",o],["lat1","standard_parallel_1",o],["lat2","standard_parallel_2",o],["alpha","azimuth",o],["srsCode","name"]];n.forEach(i),t.long0||!t.longc||"Albers_Conic_Equal_Area"!==t.projName&amp;&amp;"Lambert_Azimuthal_Equal_Area"!==t.projName||(t.long0=t.longc),t.lat_ts||!t.lat1||"Stereographic_South_Pole"!==t.projName&amp;&amp;"Polar Stereographic (variant B)"!==t.projName||(t.lat0=o(t.lat1&gt;0?90:-90),t.lat_ts=t.lat1)}var l=.017453292519943295,u=t("./extend");e.exports=function(t,e){var i=JSON.parse((","+t).replace(/\s*\,\s*([A-Z_0-9]+?)(\[)/g,',["$1",').slice(1).replace(/\s*\,\s*([A-Z_0-9]+?)\]/g,',"$1"]').replace(/,\["VERTCS".+/,"")),n=i.shift(),s=i.shift();i.unshift(["name",s]),i.unshift(["type",n]),i.unshift("output");var o={};return r(i,o),a(o.output),u(e,o.output)}},{"./extend":53}],87:[function(t,e,i){function n(t){return t*(Math.PI/180)}function r(t){return 180*(t/Math.PI)}function s(t){var e,i,r,s,o,l,u,h,c,p=t.lat,d=t.lon,f=6378137,g=.00669438,m=.9996,_=n(p),v=n(d);c=Math.floor((d+180)/6)+1,180===d&amp;&amp;(c=60),p&gt;=56&amp;&amp;64&gt;p&amp;&amp;d&gt;=3&amp;&amp;12&gt;d&amp;&amp;(c=32),p&gt;=72&amp;&amp;84&gt;p&amp;&amp;(d&gt;=0&amp;&amp;9&gt;d?c=31:d&gt;=9&amp;&amp;21&gt;d?c=33:d&gt;=21&amp;&amp;33&gt;d?c=35:d&gt;=33&amp;&amp;42&gt;d&amp;&amp;(c=37)),e=6*(c-1)-180+3,h=n(e),i=g/(1-g),r=f/Math.sqrt(1-g*Math.sin(_)*Math.sin(_)),s=Math.tan(_)*Math.tan(_),o=i*Math.cos(_)*Math.cos(_),l=Math.cos(_)*(v-h),u=f*((1-g/4-3*g*g/64-5*g*g*g/256)*_-(3*g/8+3*g*g/32+45*g*g*g/1024)*Math.sin(2*_)+(15*g*g/256+45*g*g*g/1024)*Math.sin(4*_)-35*g*g*g/3072*Math.sin(6*_));var y=m*r*(l+(1-s+o)*l*l*l/6+(5-18*s+s*s+72*o-58*i)*l*l*l*l*l/120)+5e5,b=m*(u+r*Math.tan(_)*(l*l/2+(5-s+9*o+4*o*o)*l*l*l*l/24+(61-58*s+s*s+600*o-330*i)*l*l*l*l*l*l/720));return 0&gt;p&amp;&amp;(b+=1e7),{northing:Math.round(b),easting:Math.round(y),zoneNumber:c,zoneLetter:a(p)}}function o(t){var 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$.getScript("http://opengeoscience.github.io/geojs/lib/d3.v3.min.js",function(){return $.getScript("http://opengeoscience.github.io/geojs/lib/proj4.js",function(){return $.getScript("http://opengeoscience.github.io/geojs/lib/vgl.js",function(){return $.getScript("http://opengeoscience.github.io/geojs/lib/geo.js",function(){return t()})})})})})},e.prototype._map_hook=function(t,e){var i,n,r,s;return n=e[0],r=e[1],s=e[2],i=e[3],this.canvas_view.map_div.attr("style","top: "+r+"px; left: "+n+"px;"),this.canvas_view.map_div.width(s+"px").height(i+"px")},e.prototype._paint_empty=function(t,e){var i,n,r,s,o,a;return o=this.canvas.get("width"),s=this.canvas.get("height"),r=e[0],a=e[1],n=e[2],i=e[3],t.clearRect(0,0,o,s),t.beginPath(),t.moveTo(0,0),t.lineTo(0,s),t.lineTo(o,s),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(r,a),t.lineTo(r+n,a),t.lineTo(r+n,a+i),t.lineTo(r,a+i),t.lineTo(r,a),t.closePath(),t.fillStyle=this.mget("border_fill"),t.fill()},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.type="GeoJSPlot",e.prototype.default_view=r,e.prototype.initialize=function(t,i){return this.use_map=!0,e.__super__.initialize.call(this,t,i)},e.prototype.parent_properties=["border_fill","min_border","min_border_top","min_border_bottom","min_border_left","min_border_right"],e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{title:"GeoJSPlot"})},e.prototype.display_defaults=function(){return a.extend({},e.__super__.display_defaults.call(this),{border_fill:"#fff"})},e}(s.Model),e.exports={Model:n,View:r}},{"./plot":121,"./solver":131,underscore:92}],112:[function(t,e,i){var n,r,s,o,a,l,u,h=function(t,e){return function(){return t.apply(e,arguments)}},c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new 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r=this.getProjectedBounds(),e=r[0],t=r[1],n=r[2],i=r[3],this.x_range.set({start:e,end:t,silent:!0}),this.y_range.set({start:n,end:i,silent:!0})},e.prototype.update_range=function(t){var i,n,r,s,o,a,l,u;if(this.pause(),(null!=t.sdx||null!=t.sdy)&amp;&amp;(this.map.panBy(t.sdx,t.sdy),e.__super__.update_range.call(this,t)),null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,e.__super__.update_range.call(this,t),u=t.factor&lt;0?-1:1,n=this.map.getZoom(),i=n+u,i&gt;=2&amp;&amp;(this.map.setZoom(i),l=this.getProjectedBounds(),s=l[0],r=l[1],a=l[2],o=l[3],0&gt;r-s&amp;&amp;this.map.setZoom(n)),this.setRanges()}return this.unpause()},e.prototype.bind_bokeh_events=function(){var t,i,n,r,s,o;return e.__super__.bind_bokeh_events.call(this),o=this.frame.get("width"),i=this.frame.get("height"),n=this.canvas.vx_to_sx(this.frame.get("left")),s=this.canvas.vy_to_sy(this.frame.get("top")),this.canvas_view.map_div.attr("style","top: "+s+"px; left: "+n+"px; position: absolute"),this.canvas_view.map_div.attr("style","width:"+o+"px;"),this.canvas_view.map_div.attr("style","height:"+i+"px;"),this.canvas_view.map_div.width(o+"px").height(i+"px"),this.initial_zoom=this.mget("map_options").zoom,t=function(t){return function(){var e,i,n,r;return n=window.google.maps,i={satellite:n.MapTypeId.SATELLITE,terrain:n.MapTypeId.TERRAIN,roadmap:n.MapTypeId.ROADMAP,hybrid:n.MapTypeId.HYBRID},r=t.mget("map_options"),e={center:new n.LatLng(r.lat,r.lng),zoom:r.zoom,disableDefaultUI:!0,mapTypeId:i[r.map_type]},null!=r.styles&amp;&amp;(e.styles=JSON.parse(r.styles)),t.map=new n.Map(t.canvas_view.map_div[0],e),n.event.addListenerOnce(t.map,"idle",t.setRanges)}}(this),null==window._bokeh_gmap_loads&amp;&amp;(window._bokeh_gmap_loads=[]),null!=window.google&amp;&amp;null!=window.google.maps?a.defer(t):null!=window._bokeh_gmap_callback?window._bokeh_gmap_loads.push(t):(window._bokeh_gmap_loads.push(t),window._bokeh_gmap_callback=function(){return a.each(window._bokeh_gmap_loads,a.defer)},r=document.createElement("script"),r.type="text/javascript",r.src="https://maps.googleapis.com/maps/api/js?v=3&amp;callback=_bokeh_gmap_callback",document.body.appendChild(r))},e.prototype._map_hook=function(t,e){var i,n,r,s;return n=e[0],r=e[1],s=e[2],i=e[3],this.canvas_view.map_div.attr("style","top: "+r+"px; left: "+n+"px;"),this.canvas_view.map_div.width(s+"px").height(i+"px")},e.prototype._paint_empty=function(t,e){var i,n,r,s,o,a;return o=this.canvas.get("width"),s=this.canvas.get("height"),r=e[0],a=e[1],n=e[2],i=e[3],t.clearRect(0,0,o,s),t.beginPath(),t.moveTo(0,0),t.lineTo(0,s),t.lineTo(o,s),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(r,a),t.lineTo(r+n,a),t.lineTo(r+n,a+i),t.lineTo(r,a+i),t.lineTo(r,a),t.closePath(),t.fillStyle=this.mget("border_fill"),t.fill()},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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e.__super__.initialize.call(this,t,i),this.setup_layout_properties(),this.listenTo(this,"change:viewstates",this.setup_layout_properties),n=function(t){return function(){return d.reduce(t.get("layout_heights"),function(t,e){return t+e},0)}}(this),this.register_property("height",n,!1),this.add_dependencies("height",this,"layout_heights"),r=function(t){return function(){return d.reduce(t.get("layout_widths"),function(t,e){return t+e},0)}}(this),this.register_property("width",r,!1),this.add_dependencies("width",this,"layout_widths")},e.prototype.position_child_x=function(t,e){return t},e.prototype.position_child_y=function(t,e){return this.get("height")-t-e},e.prototype.maxdim=function(t,e){return 0===e.length?0:d.max(d.map(e,function(e){return null!=e?e.get(t):0}))},e.prototype.layout_heights=function(){var t,e;return e=function(){var e,i,n,r;for(n=this.get("viewstates"),r=[],e=0,i=n.length;i&gt;e;e++)t=n[e],r.push(this.maxdim("height",t));return r}.call(this)},e.prototype.layout_widths=function(){var t,e,i,n,r,s;return r=this.get("viewstates")[0].length,i=function(){var t,e,i,o;for(i=d.range(r),o=[],t=0,e=i.length;e&gt;t;t++)n=i[t],o.push(function(){var t,e,i,r;for(i=this.get("viewstates"),r=[],t=0,e=i.length;e&gt;t;t++)s=i[t],r.push(s[n]);return r}.call(this));return o}.call(this),e=function(){var e,n,r;for(r=[],e=0,n=i.length;n&gt;e;e++)t=i[e],r.push(this.maxdim("width",t));return r}.call(this)},e.prototype.defaults=function(){return d.extend({},e.__super__.defaults.call(this),{viewstates:[[]],border_space:0})},e}(h),a=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return _(e,t),e.prototype.className="",e.prototype.template=m,e.prototype.initialize=function(t){var i,n;return e.__super__.initialize.call(this,t),this.viewstate=new u,this.child_views={},this.build_children(),this.bind_bokeh_events(),this.$el.html(this.template()),i=this.mget("toolbar_location"),null!=i&amp;&amp;(n=".bk-plot-"+i,g.debug("attaching toolbar to "+n+" for plot "+this.model.id),this.tm_view=new c.View({model:this.mget("tool_manager"),el:this.$(n)})),this.render(),this},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,"change:children",this.build_children),this.listenTo(this.model,"change",this.render),this.listenTo(this.viewstate,"change",this.render),this.listenTo(this.model,"destroy",this.remove)},e.prototype.build_children=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,g,m,_,v,y;for(t=[],p=this.mget("children"),e=0,s=p.length;s&gt;e;e++)for(_=p[e],i=0,o=_.length;o&gt;i;i++)c=_[i],null!=c&amp;&amp;(c.set("toolbar_location",null),t.push(c));for(f(this.child_views,t,{}),v=[],d=this.mget("children"),n=0,a=d.length;a&gt;n;n++){for(_=d[n],y=[],r=0,l=_.length;l&gt;r;r++)c=_[r],null!=c&amp;&amp;y.push(this.child_views[c.id].canvas);v.push(y)}for(this.viewstate.set("viewstates",v),g=this.mget("children"),m=[],h=0,u=g.length;u&gt;h;h++)_=g[h],m.push(function(){var t,e,i;for(i=[],e=0,t=_.length;t&gt;e;e++)c=_[e],null!=c&amp;&amp;i.push(this.listenTo(c.solver,"layout_update",this.render));return i}.call(this));return m},e.prototype.render=function(){var t,i,r,s,o,a,l,u,h,p,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I;for(e.__super__.render.call(this),y=d.values(this.child_views),a=0,p=y.length;p&gt;a;a++)T=y[a],T.$el.detach();for(s=n("&lt;div 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t+e},D=d.reduce(k,t,0),o=D,S=d.reduce(r,t,0),s.attr("style","position:relative; height:"+o+"px;width:"+S+"px")},e}(s),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return _(e,t),e.prototype.type="GridPlot",e.prototype.default_view=a,e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("tool_manager",function(){var t,e,i,n,r;for(t=[],r=d.flatten(this.get("children")),e=0,i=r.length;i&gt;e;e++)n=r[e],null!=n&amp;&amp;t.push(n);return new l({tool_managers:function(){var e,i,r;for(r=[],e=0,i=t.length;i&gt;e;e++)n=t[e],r.push(n.get("tool_manager"));return r}(),toolbar_location:this.get("toolbar_location"),num_plots:t.length})},!0)},e.prototype.defaults=function(){return 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this.canvas.default_view({model:this.canvas}),this.$(".bk-plot-canvas-wrapper").append(this.canvas_view.el),this.canvas_view.render(),(this.mget("webgl")||window.location.search.indexOf("webgl=1")&gt;0)&amp;&amp;-1===window.location.search.indexOf("webgl=0")&amp;&amp;this.init_webgl(),this.throttled_render=T.throttle_animation(this.render,15),this.outline_props=new S.Line({obj:this.model,prefix:"outline_"}),this.title_props=new S.Text({obj:this.model,prefix:"title_"}),this.renderers={},this.tools={},this.levels={},a=T.LEVELS,r=0,s=a.length;s&gt;r;r++)o=a[r],this.levels[o]={};this.build_levels(),this.bind_bokeh_events(),this.model.add_constraints(this.canvas.solver),this.listenTo(this.canvas.solver,"layout_update",this.request_render),this.ui_event_bus=new b({tool_manager:this.mget("tool_manager"),hit_area:this.canvas_view.$el}),l=this.tools;for(i in l)h=l[i],this.ui_event_bus.register_tool(h);return c=this.mget("toolbar_location"),null!=c&amp;&amp;(p=".bk-plot-"+c,C.debug("attaching toolbar to "+p+" for plot "+this.model.id),this.tm_view=new y.View({model:this.mget("tool_manager"),el:this.$(p)})),this.update_dataranges(),this.mget("responsive")&amp;&amp;(u=w.throttle(this.resize,100),n(window).on("resize",u),n(this.resize)),this.unpause(),C.debug("PlotView initialized"),this},e.prototype.init_webgl=function(){var t,e;return t=k,null==t&amp;&amp;(k=t=document.createElement("canvas"),e={premultipliedAlpha:!0},t.gl=t.getContext("webgl",e)||t.getContext("experimental-webgl",e)),null!=t.gl?this.canvas_view.ctx.glcanvas=t:C.warn("WebGL is not supported, falling back to 2D canvas.")},e.prototype.update_dataranges=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,f;i=this.model.get("frame"),e={},l=this.renderers;for(r in l)p=l[r],t=null!=(u=p.glyph)&amp;&amp;"function"==typeof u.bounds?u.bounds():void 0,null!=t&amp;&amp;(e[r]=t);for(h=w.values(i.get("x_ranges")),n=0,o=h.length;o&gt;n;n++)d=h[n],"function"==typeof d.update&amp;&amp;d.update(e,0,this);for(c=w.values(i.get("y_ranges")),s=0,a=c.length;a&gt;s;s++)f=c[s],"function"==typeof f.update&amp;&amp;f.update(e,1,this);return this.range_update_timestamp=Date.now()},e.prototype.map_to_screen=function(t,e,i,n){return null==i&amp;&amp;(i="default"),null==n&amp;&amp;(n="default"),this.frame.map_to_screen(t,e,this.canvas,i,n)},e.prototype.update_range=function(t){var e,i,n,r,s,o;null==t&amp;&amp;(t=this.initial_range_info),this.pause(),i=this.frame.get("x_ranges");for(e in i)o=i[e],(o.get("start")!==t.xrs[e].start||o.get("end")!==t.xrs[e].end)&amp;&amp;(o.set(t.xrs[e]),null!=(n=o.get("callback"))&amp;&amp;n.execute(this.model));r=this.frame.get("y_ranges");for(e in r)o=r[e],(o.get("start")!==t.yrs[e].start||o.get("end")!==t.yrs[e].end)&amp;&amp;(o.set(t.yrs[e]),null!=(s=o.get("callback"))&amp;&amp;s.execute(this.model));return this.unpause()},e.prototype.build_levels=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d;for(l=w.keys(this.renderers),d=x(this.renderers,this.mget("renderers"),this.view_options()),u=w.difference(l,w.pluck(this.mget("renderers"),"id")),e=0,n=u.length;n&gt;e;e++)t=u[e],delete this.levels.glyph[t];for(c=x(this.tools,this.mget("tools"),this.view_options()),i=0,r=d.length;r&gt;i;i++)p=d[i],o=p.mget("level"),this.levels[o][p.model.id]=p,p.bind_bokeh_events();for(a=0,s=c.length;s&gt;a;a++)h=c[a],o=h.mget("level"),this.levels[o][h.model.id]=h,h.bind_bokeh_events();return this},e.prototype.bind_bokeh_events=function(){var t,e,i,n;e=this.mget("frame").get("x_ranges");for(t in e)n=e[t],this.listenTo(n,"change",this.request_render);i=this.mget("frame").get("y_ranges");for(t in i)n=i[t],this.listenTo(n,"change",this.request_render);return this.listenTo(this.model,"change:renderers",this.build_levels),this.listenTo(this.model,"change:tool",this.build_levels),this.listenTo(this.model,"change",this.request_render),this.listenTo(this.model,"destroy",function(t){return function(){return t.remove()}}(this))},e.prototype.set_initial_range=function(){var t,e,i,n,r,s,o;t=!0,s={},i=this.frame.get("x_ranges");for(e in i){if(r=i[e],null==r.get("start")||null==r.get("end")||w.isNaN(r.get("start")+r.get("end"))){t=!1;break}s[e]={start:r.get("start"),end:r.get("end")}}if(t){o={},n=this.frame.get("y_ranges");for(e in n){if(r=n[e],null==r.get("start")||null==r.get("end")||w.isNaN(r.get("start")+r.get("end"))){t=!1;break}o[e]={start:r.get("start"),end:r.get("end")}}}return t?(this.initial_range_info={xrs:s,yrs:o},C.debug("initial ranges set")):C.warn("could not set initial ranges")},e.prototype.render=function(t){var i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,D,T;null==t&amp;&amp;(t=!1),C.trace("Plot.render(force_canvas="+t+")"),Date.now()-this.interactive_timestamp&lt;this.mget("lod_interval")?(this.interactive=!0,f=this.mget("lod_timeout"),setTimeout(function(t){return function(){return t.interactive&amp;&amp;Date.now()-t.interactive_timestamp&gt;f&amp;&amp;(t.interactive=!1),t.request_render()}}(this),f)):this.interactive=!1,T=this.mget("plot_width"),l=this.mget("plot_height"),(this.canvas.get("canvas_width")!==T||this.canvas.get("canvas_height")!==l)&amp;&amp;this.canvas._set_dims([T,l],M=!1),e.__super__.render.call(this),this.canvas_view.render(t),null!=this.tm_view&amp;&amp;this.tm_view.render(),n=this.canvas_view.ctx,s=this.model.get("frame"),i=this.model.get("canvas"),m=this.renderers;for(h in m)D=m[h],null!=D.model.update_layout&amp;&amp;D.model.update_layout(D,this.canvas.solver);_=this.renderers;for(h in _)if(D=_[h],D.set_data_timestamp&gt;(null!=this.range_update_timestamp)){this.update_dataranges();break}if(k=this.mget("title"),k&amp;&amp;(this.title_props.set_value(this.canvas_view.ctx),x=n.measureText(this.mget("title")).ascent+this.model.get("title_standoff"),x!==this.model.title_panel.get("height")&amp;&amp;this.model.title_panel.set("height",x)),this.model.get("frame").set("width",i.get("width")-1),this.model.get("frame").set("height",i.get("height")-1),this.canvas.solver.update_variables(!1),this.model.get("frame")._update_mappers(),o=[this.canvas.vx_to_sx(this.frame.get("left")),this.canvas.vy_to_sy(this.frame.get("top")),this.frame.get("width"),this.frame.get("height")],this._map_hook(n,o),this._paint_empty(n,o),n.glcanvas&amp;&amp;(n.glcanvas.width=this.canvas_view.canvas[0].width,n.glcanvas.height=this.canvas_view.canvas[0].height,a=n.glcanvas.gl,a.viewport(0,0,n.glcanvas.width,n.glcanvas.height),a.clearColor(0,0,0,0),a.clear(a.COLOR_BUFFER_BIT||a.DEPTH_BUFFER_BIT),a.enable(a.SCISSOR_TEST),r=n.glcanvas.height-(o[1]+o[3]),a.scissor(o[0],r,o[2],o[3]),a.enable(a.BLEND),a.blendFuncSeparate(a.SRC_ALPHA,a.ONE_MINUS_SRC_ALPHA,a.ONE_MINUS_DST_ALPHA,a.ONE)),this.outline_props.do_stroke&amp;&amp;(this.outline_props.set_value(n),n.strokeRect.apply(n,o)),this._render_levels(n,["image","underlay","glyph","annotation"],o),n.glcanvas){for(v=["image","mozImage","webkitImage","msImage"],u=0,p=v.length;p&gt;u;u++)g=v[u],n[g+"SmoothingEnabled"]=!1;for(n.drawImage(n.glcanvas,.1,.1),y=["image","mozImage","webkitImage","msImage"],c=0,d=y.length;d&gt;c;c++)g=y[c],n[g+"SmoothingEnabled"]=!0;C.debug("drawing with WebGL")}return this._render_levels(n,["overlay","tool"]),k&amp;&amp;(b=this.canvas.vx_to_sx(this.canvas.get("width")/2),w=this.canvas.vy_to_sy(this.model.title_panel.get("bottom")+this.model.get("title_standoff")),this.title_props.set_value(n),n.fillText(k,b,w)),null==this.initial_range_info?this.set_initial_range():void 0},e.prototype.resize=function(){var t,e,i,n,r,s;return e=this.canvas.get("height"),i=this.canvas.get("width"),t=i/e,n=this.mget("min_size"),s=Math.max(this.el.clientWidth,n),r=parseInt(s/t),n&gt;r&amp;&amp;(r=100,s=r*t),this.canvas._set_dims([s,r]),null},e.prototype._render_levels=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m;for(t.save(),null!=i&amp;&amp;(t.beginPath(),t.rect.apply(t,i),t.clip(),t.beginPath()),r={},p=this.mget("renderers"),n=s=0,a=p.length;a&gt;s;n=++s)d=p[n],r[d.id]=n;for(m=function(t){return r[t.model.id]},o=0,l=e.length;l&gt;o;o++)for(h=e[o],g=w.sortBy(w.values(this.levels[h]),m),c=0,u=g.length;u&gt;c;c++)f=g[c],f.render();return t.restore()},e.prototype._map_hook=function(t,e){},e.prototype._paint_empty=function(t,e){return t.fillStyle=this.mget("border_fill"),t.fillRect(0,0,this.canvas_view.mget("canvas_width"),this.canvas_view.mget("canvas_height")),t.fillStyle=this.mget("background_fill"),t.fillRect.apply(t,e)},e}(l),m=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return P(e,t),e.prototype.type="Plot",e.prototype.default_view=_,e.prototype.initialize=function(t,i){var n,r,o,a,l,u,h,c,p,d,f,g,m,_,b;for(e.__super__.initialize.call(this,t,i),d=w.values(this.get("extra_x_ranges")).concat(this.get("x_range")),r=0,a=d.length;a&gt;r;r++)_=d[r],_=this.resolve_ref(_),c=_.get("plots"),w.isArray(c)&amp;&amp;(c=c.concat(this),_.set("plots",c));for(f=w.values(this.get("extra_y_ranges")).concat(this.get("y_range")),o=0,l=f.length;l&gt;o;o++)b=f[o],b=this.resolve_ref(b),c=b.get("plots"),w.isArray(c)&amp;&amp;(c=c.concat(this),b.set("plots",c));for(n=new s.Model({map:null!=(g=this.use_map)?g:!1,canvas_width:this.get("plot_width"),canvas_height:this.get("plot_height"),hidpi:this.get("hidpi"),solver:new v}),this.set("canvas",n),this.solver=n.get("solver"),m=this.get("renderers"),h=0,u=m.length;u&gt;h;h++)p=m[h],p.set("parent",this);return this.set("tool_manager",new y.Model({tools:this.get("tools"),toolbar_location:this.get("toolbar_location"),logo:this.get("logo")})),C.debug("Plot initialized")},e.prototype.initialize_layout=function(t){var e,i,n;return e=this.get("canvas"),n=new o.Model({x_range:this.get("x_range"),extra_x_ranges:this.get("extra_x_ranges"),x_mapper_type:this.get("x_mapper_type"),y_range:this.get("y_range"),extra_y_ranges:this.get("extra_y_ranges"),y_mapper_type:this.get("y_mapper_type"),solver:t}),this.set("frame",n),this.title_panel=new d.Model({solver:t}),this.title_panel._anchor=this.title_panel._bottom,i=this.get("above"),i.push(this.title_panel),this.set("above",i)},e.prototype.add_constraints=function(t){var e,i,n,r,s,o,l,p,g;return s=null!=(o=this.get("min_border_top"))?o:this.get("min_border"),i=null!=(l=this.get("min_border_bottom"))?l:this.get("min_border"),n=null!=(p=this.get("min_border_left"))?p:this.get("min_border"),r=null!=(g=this.get("min_border_right"))?g:this.get("min_border"),e=function(t){return function(e,i,n,r,s,o){var l,p,f,g,m,_,v,y,b,w,x,k;for(g=t.get("canvas"),_=t.get("frame"),l=new d.Model({solver:e}),p="_"+r[0],f="_"+r[1],e.add_constraint(new a(new h(l["_"+s],-i),c),M.Strength.strong),e.add_constraint(new a(new h(_[p],[-1,l[f]]),u)),e.add_constraint(new a(new h(l[p],[-1,g[p]]),u)),y=_,m=t.get(n),v=0,b=m.length;b&gt;v;v++)x=m[v],(null!=(k=x.get("location"))?k:!0)&amp;&amp;x.set("location",n,{silent:!0}),null!=x.initialize_layout&amp;&amp;x.initialize_layout(e),e.add_constraint(new a(new h(y[p],[-1,x[f]]),u),M.Strength.strong),y=x;return w=new d.Model({solver:e}),e.add_constraint(new a(new h(y[p],[-1,w[f]]),u),M.Strength.strong),e.add_constraint(new a(new h(w[p],[-1,g[p]]),u),M.Strength.strong)}}(this),e(t,s,"above",["top","bottom"],"height",f),e(t,i,"below",["bottom","top"],"height",c),e(t,n,"left",["left","right"],"width",c),e(t,r,"right",["right","left"],"width",f)},e.prototype.add_renderers=function(t){var e;return e=this.get("renderers"),e=e.concat(t),this.set("renderers",e)},e.prototype.parent_properties=["background_fill","border_fill","min_border","min_border_top","min_border_bottom","min_border_left","min_border_right"],e.prototype.defaults=function(){return w.extend({},e.__super__.defaults.call(this),{renderers:[],tools:[],h_symmetry:!0,v_symmetry:!1,x_mapper_type:"auto",y_mapper_type:"auto",plot_width:600,plot_height:600,title:"",above:[],below:[],left:[],right:[],toolbar_location:"above",logo:"normal",lod_factor:10,lod_interval:300,lod_threshold:2e3,lod_timeout:500,webgl:!1,responsive:!1,min_size:100})},e.prototype.display_defaults=function(){return w.extend({},e.__super__.display_defaults.call(this),{hidpi:!0,background_fill:"#fff",border_fill:"#fff",min_border:40,title_standoff:8,title_text_font:"helvetica",title_text_font_size:"20pt",title_text_font_style:"normal",title_text_color:"#444444",title_text_alpha:1,title_text_align:"center",title_text_baseline:"alphabetic",outline_line_color:"#aaaaaa",outline_line_width:1,outline_line_alpha:1,outline_line_join:"miter",outline_line_cap:"butt",outline_line_dash:[],outline_line_dash_offset:0})},e}(p),e.exports={Model:m,View:_}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./build_views":101,"./canvas":103,"./cartesian_frame":105,"./continuum_view":109,"./has_parent":114,"./layout_box":117,"./logging":119,"./plot_template":123,"./plot_utils":124,"./properties":126,"./solver":131,"./tool_manager":135,"./ui_events":137,backbone:2,jquery:18,kiwi:303,underscore:92}],122:[function(t,e,i){var n,r,s,o,a,l,u,h=function(t,e){return function(){return t.apply(e,arguments)}},c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;n=t("jquery"),l=t("underscore"),u=t("./build_views"),s=t("./has_parent"),r=t("./continuum_view"),a=function(t){function e(){return this.removeplot=h(this.removeplot,this),this.closeall=h(this.closeall,this),e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t){return this.views={},this.child_models=[],e.__super__.initialize.call(this,t),this.render()},e.prototype.delegateEvents=function(){return this.listenTo(this.model,"destroy",this.remove),this.listenTo(this.model,"change",this.render),e.__super__.delegateEvents.call(this)},e.prototype.build_children=function(){var t;return t=u(this.views,this.mget("children"),{}),window.pc_created_views=t,window.pc_views=this.views,null},e.prototype.size_textarea=function(t){var e;return e=n(t).height(0).prop("scrollHeight"),n(t).height(e)},e.prototype.closeall=function(t){return this.mset("children",[]),this.model.save()},e.prototype.removeplot=function(t){var e,i,r,s,o;return i=parseInt(n(t.currentTarget).parent().attr("data-plot_num")),r=this.mget("children")[i],s=this.views[r.get("id")],s.remove(),e=function(){var t,e,i,n;for(i=this.mget("children"),n=[],t=0,e=i.length;e&gt;t;t++)o=i[t],o.id!==s.model.id&amp;&amp;n.push(o);return n}.call(this),this.mset("children",e),this.model.save(),!1},e.prototype.render=function(){var t,i,r,s,o,a,u,h,c,d,f,g,m;e.__super__.render.call(this),this.build_children(),h=this.views;for(r in h)p.call(h,r)&amp;&amp;(g=h[r],g.$el.detach());for(this.$el.html(""),u=l.keys(this.views).length,f=[],d={},c=this.mget("children"),i=t=0,s=c.length;s&gt;t;i=++t)o=c[i],m=this.views[o.id],a=n("&lt;div class='jsp' data-plot_num='"+i+"'&gt;&lt;/div&gt;"),this.$el.append(a),a.append(m.el);return l.defer(function(t){return function(){var e,i,r,s,o;for(r=t.$el.find(".plottitle"),s=[],e=0,i=r.length;i&gt;e;e++)o=r[e],s.push(t.size_textarea(n(o)));return s}}(this)),null},e}(r),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.type="PlotContext",e.prototype.default_view=a,e.prototype.url=function(){return e.__super__.url.call(this)},e.prototype.defaults=function(){return l.extend({},e.__super__.defaults.call(this),{children:[]})},e}(s),e.exports={Model:o,View:a}},{"./build_views":101,"./continuum_view":109,"./has_parent":114,jquery:18,underscore:92}],123:[function(t,e,i){e.exports=function(t){t||(t={});var e,i=[],n=t.safe,r=t.escape;return e=t.safe=function(t){if(t&amp;&amp;t.ecoSafe)return t;("undefined"==typeof t||null==t)&amp;&amp;(t="");var e=new String(t);return e.ecoSafe=!0,e},r||(r=t.escape=function(t){return(""+t).replace(/&amp;/g,"&amp;amp;").replace(/&lt;/g,"&amp;lt;").replace(/&gt;/g,"&amp;gt;").replace(/"/g,"&amp;quot;")}),function(){(function(){i.push("&lt;div class='bk-plot-wrapper'&gt;\n &lt;table&gt;\n &lt;tr&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;td class='bk-plot-above'&gt;&lt;/td&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td class=\"bk-plot-left\"&gt;&lt;/td&gt;\n &lt;td class='bk-plot-canvas-wrapper'&gt;&lt;/td&gt;\n &lt;td class=\"bk-plot-right\"&gt;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;tr&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;td class='bk-plot-below'&gt;&lt;/td&gt;\n &lt;td&gt;&lt;/td&gt;\n &lt;/tr&gt;\n &lt;/table&gt;\n&lt;/div&gt;\n")}).call(this)}.call(t),t.safe=n,t.escape=r,i.join("")}},{}],124:[function(t,e,i){var n,r,s,o;n=["image","underlay","glyph","overlay","annotation","tool"],r=function(t){return t()},s=("undefined"!=typeof window&amp;&amp;null!==window?window.requestAnimationFrame:void 0)||("undefined"!=typeof window&amp;&amp;null!==window?window.mozRequestAnimationFrame:void 0)||("undefined"!=typeof window&amp;&amp;null!==window?window.webkitRequestAnimationFrame:void 0)||("undefined"!=typeof window&amp;&amp;null!==window?window.msRequestAnimationFrame:void 0)||r,o=function(t,e){var i,n,r,o,a,l,u,h;return l=[null,null,null,null],n=l[0],i=l[1],h=l[2],u=l[3],a=0,o=!1,r=function(){return a=new Date,h=null,o=!1,u=t.apply(n,i)},function(){var t,l;return t=new Date,l=e-(t-a),n=this,i=arguments,0&gt;=l&amp;&amp;!o?(clearTimeout(h),o=!0,s(r)):h||(h=setTimeout(function(){return s(r)},l)),u}},e.exports={LEVELS:n,throttle_animation:o}},{}],125:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},o={}.hasOwnProperty;n=t("./continuum_view"),r=function(t){function i(){return i.__super__.constructor.apply(this,arguments)}return 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window?window:{})},{backbone:2,kiwi:303,underscore:92}],132:[function(t,e,i){e.exports={indianred:"#CD5C5C",lightcoral:"#F08080",salmon:"#FA8072",darksalmon:"#E9967A",lightsalmon:"#FFA07A",crimson:"#DC143C",red:"#FF0000",firebrick:"#B22222",darkred:"#8B0000",pink:"#FFC0CB",lightpink:"#FFB6C1",hotpink:"#FF69B4",deeppink:"#FF1493",mediumvioletred:"#C71585",palevioletred:"#DB7093",coral:"#FF7F50",tomato:"#FF6347",orangered:"#FF4500",darkorange:"#FF8C00",orange:"#FFA500",gold:"#FFD700",yellow:"#FFFF00",lightyellow:"#FFFFE0",lemonchiffon:"#FFFACD",lightgoldenrodyellow:"#FAFAD2",papayawhip:"#FFEFD5",moccasin:"#FFE4B5",peachpuff:"#FFDAB9",palegoldenrod:"#EEE8AA",khaki:"#F0E68C",darkkhaki:"#BDB76B",lavender:"#E6E6FA",thistle:"#D8BFD8",plum:"#DDA0DD",violet:"#EE82EE",orchid:"#DA70D6",fuchsia:"#FF00FF",magenta:"#FF00FF",mediumorchid:"#BA55D3",mediumpurple:"#9370DB",blueviolet:"#8A2BE2",darkviolet:"#9400D3",darkorchid:"#9932CC",darkmagenta:"#8B008B",purple:"#800080",indigo:"#4B0082",slateblue:"#6A5ACD",darkslateblue:"#483D8B",mediumslateblue:"#7B68EE",greenyellow:"#ADFF2F",chartreuse:"#7FFF00",lawngreen:"#7CFC00",lime:"#00FF00",limegreen:"#32CD32",palegreen:"#98FB98",lightgreen:"#90EE90",mediumspringgreen:"#00FA9A",springgreen:"#00FF7F",mediumseagreen:"#3CB371",seagreen:"#2E8B57",forestgreen:"#228B22",green:"#008000",darkgreen:"#006400",yellowgreen:"#9ACD32",olivedrab:"#6B8E23",olive:"#808000",darkolivegreen:"#556B2F",mediumaquamarine:"#66CDAA",darkseagreen:"#8FBC8F",lightseagreen:"#20B2AA",darkcyan:"#008B8B",teal:"#008080",aqua:"#00FFFF",cyan:"#00FFFF",lightcyan:"#E0FFFF",paleturquoise:"#AFEEEE",aquamarine:"#7FFFD4",turquoise:"#40E0D0",mediumturquoise:"#48D1CC",darkturquoise:"#00CED1",cadetblue:"#5F9EA0",steelblue:"#4682B4",lightsteelblue:"#B0C4DE",powderblue:"#B0E0E6",lightblue:"#ADD8E6",skyblue:"#87CEEB",lightskyblue:"#87CEFA",deepskyblue:"#00BFFF",dodgerblue:"#1E90FF",cornflowerblue:"#6495ED",royalblue:"#4169E1",blue:"#0000FF",mediumblue:"#0000CD",darkblue:"#00008B",navy:"#000080",midnightblue:"#191970",cornsilk:"#FFF8DC",blanchedalmond:"#FFEBCD",bisque:"#FFE4C4",navajowhite:"#FFDEAD",wheat:"#F5DEB3",burlywood:"#DEB887",tan:"#D2B48C",rosybrown:"#BC8F8F",sandybrown:"#F4A460",goldenrod:"#DAA520",darkgoldenrod:"#B8860B",peru:"#CD853F",chocolate:"#D2691E",saddlebrown:"#8B4513",sienna:"#A0522D",brown:"#A52A2A",maroon:"#800000",white:"#FFFFFF",snow:"#FFFAFA",honeydew:"#F0FFF0",mintcream:"#F5FFFA",azure:"#F0FFFF",aliceblue:"#F0F8FF",ghostwhite:"#F8F8FF",whitesmoke:"#F5F5F5",seashell:"#FFF5EE",beige:"#F5F5DC",oldlace:"#FDF5E6",floralwhite:"#FFFAF0",ivory:"#FFFFF0",antiquewhite:"#FAEBD7",linen:"#FAF0E6",lavenderblush:"#FFF0F5",mistyrose:"#FFE4E1",gainsboro:"#DCDCDC",lightgrey:"#D3D3D3",silver:"#C0C0C0",darkgray:"#A9A9A9",darkgrey:"#A9A9A9",gray:"#808080",grey:"#808080",dimgray:"#696969",dimgrey:"#696969",lightslategray:"#778899",lightslategrey:"#778899",slategray:"#708090",darkslategray:"#2F4F4F",darkslategrey:"#2F4F4F",black:"#000000"}},{}],133:[function(t,e,i){var n,r,s;n=t("jquery"),r={},s=function(t){var e,i,s,o,a;if(null!=r[t])return r[t];a=n("&lt;span&gt;Hg&lt;/span&gt;").css({font:t}),e=n('&lt;div style="display: inline-block; width: 1px; height: 0px;"&gt; &lt;/div&gt;'),s=n("&lt;div&gt;&lt;/div&gt;"),s.append(a,e),i=n("body"),i.append(s);try{o={},e.css({verticalAlign:"baseline"}),o.ascent=e.offset().top-a.offset().top,e.css({verticalAlign:"bottom"}),o.height=e.offset().top-a.offset().top,o.descent=o.height-o.ascent}finally{s.remove()}return r[t]=o,o},e.exports={getTextHeight:s}},{jquery:18}],134:[function(t,e,i){var n,r,s,o=function(t,e){function i(){this.constructor=t}for(var n in e)a.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},a={}.hasOwnProperty;n=t("./has_properties"),s=t("./logging").logger,r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return o(e,t),e.prototype.type="ToolEvents",e}(n),e.exports={Model:r}},{"./has_properties":115,"./logging":119}],135:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m=function(t,e){function i(){this.constructor=t}for(var n in e)_.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},_={}.hasOwnProperty,v=function(t,e){return function(){return t.apply(e,arguments)}};d=t("underscore"),n=t("jquery"),r=null!=i._bokehTest?void 0:t("bootstrap/dropdown"),o=t("backbone"),s=t("../tool/actions/action_tool"),u=t("../tool/actions/help_tool"),a=t("../tool/gestures/gesture_tool"),h=t("../tool/inspectors/inspect_tool"),f=t("./logging").logger,g=t("./toolbar_template"),l=t("./has_properties"),p=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.template=g,e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.listenTo(this.model,"change",this.render),this.render()},e.prototype.render=function(){var t,e,i,r,o,l;this.$el.html(this.template(this.model.attributes)),this.$el.addClass("bk-sidebar"),this.$el.addClass("bk-toolbar-active"),e=this.$(".bk-button-bar-list"),o=this.model.get("inspectors"),e=this.$(".bk-bs-dropdown[type='inspectors']"),0===o.length?e.hide():(t=n('&lt;a href="#" data-bk-bs-toggle="dropdown" class="bk-bs-dropdown-toggle"&gt;inspect &lt;span class="bk-bs-caret"&gt;&lt;/a&gt;'),t.appendTo(e),l=n('&lt;ul class="bk-bs-dropdown-menu" /&gt;'),d.each(o,function(t){var e;return e=n("&lt;li /&gt;"),e.append(new h.ListItemView({model:t}).el),e.appendTo(l)}),l.on("click",function(t){return t.stopPropagation()}),l.appendTo(e),t.dropdown()),e=this.$(".bk-button-bar-list[type='help']"),d.each(this.model.get("help"),function(t){return e.append(new s.ButtonView({model:t}).el)}),e=this.$(".bk-button-bar-list[type='actions']"),d.each(this.model.get("actions"),function(t){return e.append(new s.ButtonView({model:t}).el)}),r=this.model.get("gestures");for(i in r)e=this.$(".bk-button-bar-list[type='"+i+"']"),d.each(r[i].tools,function(t){return e.append(new a.ButtonView({model:t}).el)});return this},e}(o.View),c=function(t){function e(){return this._active_change=v(this._active_change,this),e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this._init_tools()},e.prototype._init_tools=function(){var t,e,i,n,r,o,l,c,p,g,m;for(i=this.get("gestures"),c=this.get("tools"),r=0,l=c.length;l&gt;r;r++)if(g=c[r],g instanceof h.Model)o=this.get("inspectors"),o.push(g),this.set("inspectors",o);else if(g instanceof u.Model)n=this.get("help"),n.push(g),this.set("help",n);else if(g instanceof s.Model)t=this.get("actions"),t.push(g),this.set("actions",t);else if(g instanceof a.Model){if(e=g.get("event_type"),!(e in i)){f.warn("ToolManager: unknown event type '"+e+"' for tool: "+g.type+" ("+g.id+")");continue}i[e].tools.push(g),this.listenTo(g,"change:active",d.bind(this._active_change,g))}p=[];for(e in i)m=i[e].tools,0!==m.length&amp;&amp;(i[e].tools=d.sortBy(m,function(t){return t.get("default_order")}),p.push(i[e].tools[0].set("active",!0)));return p},e.prototype._active_change=function(t){var e,i,n,r;return i=t.get("event_type"),(e=t.get("active"))?(n=this.get("gestures"),r=n[i].active,null!=r&amp;&amp;(f.debug("ToolManager: deactivating tool: "+r.type+" ("+r.id+") for event type '"+i+"'"),r.set("active",!1)),n[i].active=t,this.set("gestures",n),f.debug("ToolManager: activating tool: "+t.type+" ("+t.id+") for event type 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e.ecoSafe=!0,e},r||(r=t.escape=function(t){return(""+t).replace(/&amp;/g,"&amp;amp;").replace(/&lt;/g,"&amp;lt;").replace(/&gt;/g,"&amp;gt;").replace(/"/g,"&amp;quot;")}),function(){(function(){null!=this.logo&amp;&amp;"grey"===this.logo?i.push("\n &lt;a href='http://bokeh.pydata.org/' target='_blank' class='bk-logo bk-logo-small grey'&gt;&lt;/a&gt;\n"):null!=this.logo&amp;&amp;i.push("\n&lt;a href='http://bokeh.pydata.org/' target='_blank' class='bk-logo bk-logo-small'&gt;&lt;/a&gt;\n"),i.push("\n&lt;div class='bk-button-bar'&gt;\n &lt;ul class='bk-button-bar-list' type=\"pan\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"scroll\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"pinch\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"tap\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"press\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"rotate\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"actions\" /&gt;\n &lt;div class='bk-button-bar-list bk-bs-dropdown' type=\"inspectors\" /&gt;\n &lt;ul class='bk-button-bar-list' type=\"help\" /&gt;\n&lt;/div&gt;\n")}).call(this)}.call(t),t.safe=n,t.escape=r,i.join("")}},{}],137:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;n=t("jquery"),r=t("backbone"),null!=i._bokehTest?(h=i._bokehTest,s=h.Hammer,u=h.mousewhweel):(s=t("hammerjs"),l=t("jquery-mousewheel")(n)),a=t("./logging").logger,o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this._hammer_element()},e.prototype._hammer_element=function(){var t;return t=this.get("hit_area"),this.hammer=new s(t[0]),this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",function(t){return function(e){return t._doubletap(e)}}(this)),this.hammer.on("tap",function(t){return function(e){return t._tap(e)}}(this)),this.hammer.on("press",function(t){return function(e){return t._press(e)}}(this)),this.hammer.get("pan").set({direction:s.DIRECTION_ALL}),this.hammer.on("panstart",function(t){return function(e){return t._pan_start(e)}}(this)),this.hammer.on("pan",function(t){return function(e){return t._pan(e)}}(this)),this.hammer.on("panend",function(t){return function(e){return t._pan_end(e)}}(this)),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",function(t){return function(e){return t._pinch_start(e)}}(this)),this.hammer.on("pinch",function(t){return function(e){return t._pinch(e)}}(this)),this.hammer.on("pinchend",function(t){return function(e){return t._pinch_end(e)}}(this)),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",function(t){return function(e){return t._rotate_start(e)}}(this)),this.hammer.on("rotate",function(t){return function(e){return t._rotate(e)}}(this)),this.hammer.on("rotateend",function(t){return function(e){return t._rotate_end(e)}}(this)),t.mousemove(function(t){return function(e){return t._mouse_move(e)}}(this)),t.mouseenter(function(t){return function(e){return t._mouse_enter(e)}}(this)),t.mouseleave(function(t){return function(e){return t._mouse_exit(e)}}(this)),t.mousewheel(function(t){return function(e,i){return t._mouse_wheel(e,i)}}(this)),n(document).keydown(function(t){return function(e){return t._key_down(e)}}(this)),n(document).keyup(function(t){return function(e){return t._key_up(e)}}(this))},e.prototype.register_tool=function(t){var e,i,n;return e=t.mget("event_type"),i=t.mget("id"),n=t.model.type,null==e?void a.debug("Button tool: "+n):("pan"===e||"pinch"===e||"rotate"===e?(a.debug("Registering tool: "+n+" for event '"+e+"'"),null!=t["_"+e+"_start"]&amp;&amp;t.listenTo(this,e+":start:"+i,t["_"+e+"_start"]),t["_"+e]&amp;&amp;t.listenTo(this,e+":"+i,t["_"+e]),t["_"+e+"_end"]&amp;&amp;t.listenTo(this,e+":end:"+i,t["_"+e+"_end"])):"move"===e?(a.debug("Registering tool: "+n+" for event '"+e+"'"),null!=t._move_enter&amp;&amp;t.listenTo(this,"move:enter",t._move_enter),t.listenTo(this,"move",t._move),null!=t._move_exit&amp;&amp;t.listenTo(this,"move:exit",t._move_exit)):(a.debug("Registering tool: "+n+" for event '"+e+"'"),t.listenTo(this,e+":"+i,t["_"+e])),null!=t._keydown&amp;&amp;(a.debug("Registering tool: "+n+" for event 'keydown'"),t.listenTo(this,"keydown",t._keydown)),null!=t._keyup&amp;&amp;(a.debug("Registering tool: "+n+" for event 'keyup'"),t.listenTo(this,"keyup",t._keyup)),null!=t._doubletap?(a.debug("Registering tool: "+n+" for event 'doubletap'"),t.listenTo(this,"doubletap",t._doubletap)):void 0)},e.prototype._trigger=function(t,e){var i,n,r,s;return s=this.get("tool_manager"),n=t.split(":")[0],r=s.get("gestures"),i=r[n].active,this._trigger_event(t,i,e)},e.prototype._trigger_event=function(t,e,i){return null!=e?("scroll"===t&amp;&amp;(i.preventDefault(),i.stopPropagation()),this.trigger(t+":"+e.id,i)):void 0},e.prototype._bokify_hammer=function(t){var e,i,r,s,o;return"mouse"===t.pointerType?(i=n(t.target).offset(),e=null!=(r=i.left)?r:0,o=null!=(s=i.top)?s:0,t.bokeh={sx:t.srcEvent.pageX-e,sy:t.srcEvent.pageY-o}):t.bokeh={sx:t.center.x,sy:t.center.y}},e.prototype._bokify_jq=function(t){var e,i,r,s,o;return i=n(t.currentTarget).offset(),e=null!=(r=i.left)?r:0,o=null!=(s=i.top)?s:0,t.bokeh={sx:t.pageX-e,sy:t.pageY-o}},e.prototype._tap=function(t){return this._bokify_hammer(t),this._trigger("tap",t)},e.prototype._doubletap=function(t){return this._bokify_hammer(t),this.trigger("doubletap",t)},e.prototype._press=function(t){return this._bokify_hammer(t),this._trigger("press",t)},e.prototype._pan_start=function(t){return this._bokify_hammer(t),t.bokeh.sx-=t.deltaX,t.bokeh.sy-=t.deltaY,this._trigger("pan:start",t)},e.prototype._pan=function(t){return this._bokify_hammer(t),this._trigger("pan",t)},e.prototype._pan_end=function(t){return this._bokify_hammer(t),this._trigger("pan:end",t)},e.prototype._pinch_start=function(t){return this._bokify_hammer(t),this._trigger("pinch:start",t)},e.prototype._pinch=function(t){return this._bokify_hammer(t),this._trigger("pinch",t)},e.prototype._pinch_end=function(t){return this._bokify_hammer(t),this._trigger("pinch:end",t)},e.prototype._rotate_start=function(t){return this._bokify_hammer(t),this._trigger("rotate:start",t)},e.prototype._rotate=function(t){return this._bokify_hammer(t),this._trigger("rotate",t)},e.prototype._rotate_end=function(t){return this._bokify_hammer(t),this._trigger("rotate:end",t)},e.prototype._mouse_enter=function(t){return this._bokify_jq(t),this.trigger("move:enter",t)},e.prototype._mouse_move=function(t){return this._bokify_jq(t),this.trigger("move",t)},e.prototype._mouse_exit=function(t){return this._bokify_jq(t),this.trigger("move:exit",t)},e.prototype._mouse_wheel=function(t,e){return this._bokify_jq(t),t.bokeh.delta=e,this._trigger("scroll",t)},e.prototype._key_down=function(t){return this.trigger("keydown",t)},e.prototype._key_up=function(t){return this.trigger("keyup",t)},e}(r.Model),e.exports=o}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"./logging":119,backbone:2,hammerjs:3,jquery:18,"jquery-mousewheel":4}],138:[function(t,e,i){var n,r,s,o=function(t,e){function i(){this.constructor=t}for(var n in e)a.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},a={}.hasOwnProperty;s=t("underscore"),r=t("./linear_mapper"),n=function(t){function e(){return 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null==i&amp;&amp;(i=!1),t=e.__super__.map_from_target.call(this,t),i?t:(r=this.get("source_range"),n=r.get("factors"),n[Math.floor(t-.5-r.get("offset"))])},e.prototype.v_map_from_target=function(t,i){var n,r,s,o,a,l,u,h,c;for(null==i&amp;&amp;(i=!1),c=e.__super__.v_map_from_target.call(this,t),r=s=0,l=c.length;l&gt;=0?l&gt;s:s&gt;l;r=l&gt;=0?++s:--s)c[r]=c[r];if(i)return c;for(h=Array(c),a=this.get("source_range"),n=a.get("factors"),r=o=0,u=t.length;u&gt;=0?u&gt;o:o&gt;u;r=u&gt;=0?++o:--o)h[r]=n[Math.floor(c[r]-.5-a.get("offset"))];return h},e}(r.Model),e.exports={Model:n}},{"./linear_mapper":141,underscore:92}],139:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},o={}.hasOwnProperty;r=t("../common/has_properties"),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return 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s.isNumber(t)?t:parseInt(t.slice(1),16)},i=n=0,o=t.length;o&gt;=0?o&gt;n:n&gt;o;i=o&gt;=0?++n:--n)r[i]=e(t[i]);return r[r.length-1]=e(t[t.length-1]),r},e}(n),e.exports={Model:r}},{"../common/has_properties":115,underscore:92}],141:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},o={}.hasOwnProperty;n=t("../common/has_properties"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return s(e,t),e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("mapper_state",this._mapper_state,!0),this.add_dependencies("mapper_state",this,["source_range","target_range"]),this.add_dependencies("mapper_state",this.get("source_range"),["start","end"]),this.add_dependencies("mapper_state",this.get("target_range"),["start","end"])},e.prototype.map_to_target=function(t){var e,i,n;return i=this.get("mapper_state"),n=i[0],e=i[1],n*t+e},e.prototype.v_map_to_target=function(t){var e,i,n,r,s,o,a,l;for(s=this.get("mapper_state"),a=s[0],r=s[1],o=new Float64Array(t.length),i=e=0,n=t.length;n&gt;e;i=++e)l=t[i],o[i]=a*l+r;return o},e.prototype.map_from_target=function(t){var e,i,n;return i=this.get("mapper_state"),n=i[0],e=i[1],(t-e)/n},e.prototype.v_map_from_target=function(t){var e,i,n,r,s,o,a,l;for(s=this.get("mapper_state"),a=s[0],r=s[1],o=new Float64Array(t.length),i=e=0,n=t.length;n&gt;e;i=++e)l=t[i],o[i]=(l-r)/a;return o},e.prototype._mapper_state=function(){var t,e,i,n,r,s;return n=this.get("source_range").get("start"),i=this.get("source_range").get("end"),s=this.get("target_range").get("start"),r=this.get("target_range").get("end"),e=(r-s)/(i-n),t=-(e*n)+s,[e,t]},e}(n),e.exports={Model:r}},{"../common/has_properties":115}],142:[function(t,e,i){var n,r,s=function(t,e){function i(){this.constructor=t}for(var n in e)o.call(e,n)&amp;&amp;(t[n]=e[n]);return 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e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v;if(g=this.get("mapper_state"),_=g[0],f=g[1],s=g[2],r=g[3],o=new Float64Array(t.length),m=new Float64Array(t.length),0===s)o=t.map(function(t){return 0*t});else try{for(p=t.map(function(t){return 0&gt;=t}),d=t.map(function(t){return isNaN(t)}),c=function(){var e,n,r;for(r=[],i=e=0,n=t.length;n&gt;=0?n&gt;e:e&gt;n;i=n&gt;=0?++e:--e)r.push(p[i]|d[i]);return r}(),c=c.reduce(function(t,e){return t||e}),1===c&amp;&amp;(t[c]=1),o=t.map(function(t){return(Math.log(t)-r)/s}),n=a=0,u=o.length;u&gt;a;n=++a){if(v=o[n],isNaN(o[n]))throw new Error("NaN");if(isFinite(o[n])===!1)throw new Error("Infinite")}}catch(y){e=y,o=t.map(function(t){return 0*t})}for(n=l=0,h=t.length;h&gt;l;n=++l)v=t[n],m[n]=o[n]*_+f;return m},e.prototype.map_from_target=function(t){var e,i,n,r,s,o;return s=this.get("mapper_state"),o=s[0],r=s[1],i=s[2],e=s[3],n=(t-r)/o,n=Math.exp(i*n+e)},e.prototype.v_map_from_target=function(t){var e,i,n,r,s,o;return s=this.get("mapper_state"),o=s[0],r=s[1],i=s[2],e=s[3],n=t.map(function(t){return(t-r)/o}),n=n.map(function(t){return Math.exp(i*t+e)})},e.prototype._get_safe_scale=function(t,e){var i,n,r;return r=0&gt;t?0:t,i=0&gt;e?0:e,r===i&amp;&amp;(0===r?(r=1,i=10):(n=Math.log(r)/Math.log(10),r=Math.pow(10,Math.floor(n)),i=Math.ceil(n)!==Math.floor(n)?Math.pow(10,Math.ceil(n)):Math.pow(10,Math.ceil(n)+1))),[r,i]},e.prototype._mapper_state=function(){var t,e,i,n,r,s,o,a,l,u,h,c;return 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e,i,n,r,s,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L;for(m=[t.vx,t.vy],S=m[0],E=m[1],R=this.renderer.xmapper.map_from_target(S,!0),O=this.renderer.ymapper.map_from_target(E,!0),"data"===this.distances.outer_radius.units?(z=R-this.max_outer_radius,j=R+this.max_outer_radius,F=O-this.max_outer_radius,L=O+this.max_outer_radius):(A=S-this.max_outer_radius,P=S+this.max_outer_radius,_=this.renderer.xmapper.v_map_from_target([A,P],!0),z=_[0],j=_[1],I=E-this.max_outer_radius,N=E+this.max_outer_radius,v=this.renderer.ymapper.v_map_from_target([I,N],!0),F=v[0],L=v[1]),i=[],y=function(){var t,e,i,n;for(i=this.index.search([z,F,j,L]),n=[],t=0,e=i.length;e&gt;t;t++)g=i[t],n.push(g[4].i);return n}.call(this),h=0,p=y.length;p&gt;h;h++)s=y[h],f=Math.pow(this.souter_radius[s],2),u=Math.pow(this.sinner_radius[s],2),k=this.renderer.xmapper.map_to_target(R,!0),M=this.renderer.xmapper.map_to_target(this.x[s],!0),D=this.renderer.ymapper.map_to_target(O,!0),T=this.renderer.ymapper.map_to_target(this.y[s],!0),n=Math.pow(k-M,2)+Math.pow(D-T,2),f&gt;=n&amp;&amp;n&gt;=u&amp;&amp;i.push([s,n]);for(r=[],c=0,d=i.length;d&gt;c;c++)b=i[c],s=b[0],n=b[1],x=this.renderer.plot_view.canvas.vx_to_sx(S),C=this.renderer.plot_view.canvas.vy_to_sy(E),e=Math.atan2(C-this.sy[s],x-this.sx[s]),l.angle_between(-e,-this.start_angle[s],-this.end_angle[s],this.direction[s])&amp;&amp;r.push([s,n]);return w=a.create_hit_test_result(),w["1d"].indices=o.chain(r).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),w},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=r,e.prototype.type="AnnularWedge",e.prototype.distances=["inner_radius","outer_radius"],e.prototype.angles=["start_angle","end_angle"],e.prototype.fields=["direction:direction"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:"anticlock"})},e}(s.Model),e.exports={Model:n,View:r}},{"../../common/hittest":116,"../../common/mathutils":120,"./glyph":158,underscore:92}],152:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),s=t("./glyph"),a=t("../../common/hittest"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xmapper,this.x,this.inner_radius):this.sinner_radius=this.inner_radius,"data"===this.distances.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xmapper,this.x,this.outer_radius):this.souter_radius=this.outer_radius;
},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;for(u=i.sx,h=i.sy,a=i.sinner_radius,l=i.souter_radius,o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(u[n]+h[n]+a[n]+l[n])||(t.beginPath(),t.arc(u[n],h[n],a[n],0,2*Math.PI*2,!1),t.moveTo(u[n]+l[n],h[n]),t.arc(u[n],h[n],l[n],0,2*Math.PI*2,!0),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C;for(c=[t.vx,t.vy],v=c[0],y=c[1],b=this.renderer.xmapper.map_from_target(v,!0),w=b-this.max_radius,x=b+this.max_radius,k=this.renderer.ymapper.map_from_target(y,!0),M=k-this.max_radius,C=k+this.max_radius,i=[],p=function(){var t,e,i,n;for(i=this.index.search([w,M,x,C]),n=[],t=0,e=i.length;e&gt;t;t++)h=i[t],n.push(h[4].i);return n}.call(this),s=0,l=p.length;l&gt;s;s++)n=p[s],u=Math.pow(this.souter_radius[n],2),r=Math.pow(this.sinner_radius[n],2),f=this.renderer.xmapper.map_to_target(b),g=this.renderer.xmapper.map_to_target(this.x[n]),m=this.renderer.ymapper.map_to_target(k),_=this.renderer.ymapper.map_to_target(this.y[n]),e=Math.pow(f-g,2)+Math.pow(m-_,2),u&gt;=e&amp;&amp;e&gt;=r&amp;&amp;i.push([n,e]);return d=a.create_hit_test_result(),d["1d"].indices=o.chain(i).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),d},e.prototype.draw_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c,p,d;return u=null!=(l=this.get_reference_point())?l:0,o=[u],p={},p[u]=(e+i)/2,d={},d[u]=(n+r)/2,a=.5*Math.min(Math.abs(i-e),Math.abs(r-n)),h={},h[u]=.4*a,c={},c[u]=.8*a,s={sx:p,sy:d,sinner_radius:h,souter_radius:c},this._render(t,o,s)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="Annulus",e.prototype.distances=["inner_radius","outer_radius"],e}(s.Model),e.exports={Model:n,View:r}},{"../../common/hittest":116,"./glyph":158,underscore:92}],153:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),s=t("./glyph"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.radius.units?this.sradius=this.sdist(this.renderer.xmapper,this.x,this.radius):this.sradius=this.radius},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(c=i.sx,p=i.sy,u=i.sradius,h=i.start_angle,r=i.end_angle,n=i.direction,this.visuals.line.do_stroke){for(l=[],o=0,a=e.length;a&gt;o;o++)s=e[o],isNaN(c[s]+p[s]+u[s]+h[s]+r[s]+n[s])||(t.beginPath(),t.arc(c[s],p[s],u[s],h[s],r[s],n[s]),this.visuals.line.set_vectorize(t,s),l.push(t.stroke()));return l}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=r,e.prototype.type="Arc",e.prototype.visuals=["line"],e.prototype.distances=["radius"],e.prototype.angles=["start_angle","end_angle"],e.prototype.fields=["direction:direction"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:"anticlock"})},e}(s.Model),e.exports={Model:n,View:r}},{"./glyph":158,underscore:92}],154:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("rbush"),s=t("./glyph"),a=function(t,e,i,n,r,s,o,a){var l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M;for(x=[],c=[[],[]],d=m=0;2&gt;=m;d=++m)if(0===d?(u=6*t-12*i+6*r,l=-3*t+9*i-9*r+3*o,p=3*i-3*t):(u=6*e-12*n+6*s,l=-3*e+9*n-9*s+3*a,p=3*n-3*e),Math.abs(l)&lt;1e-12){if(Math.abs(u)&lt;1e-12)continue;y=-p/u,y&gt;0&amp;&amp;1&gt;y&amp;&amp;x.push(y)}else h=u*u-4*p*l,v=Math.sqrt(h),0&gt;h||(b=(-u+v)/(2*l),b&gt;0&amp;&amp;1&gt;b&amp;&amp;x.push(b),w=(-u-v)/(2*l),w&gt;0&amp;&amp;1&gt;w&amp;&amp;x.push(w));for(f=x.length,g=f;f--;)y=x[f],_=1-y,k=_*_*_*t+3*_*_*y*i+3*_*y*y*r+y*y*y*o,c[0][f]=k,M=_*_*_*e+3*_*_*y*n+3*_*y*y*s+y*y*y*a,c[1][f]=M;return c[0][g]=t,c[1][g]=e,c[0][g+1]=o,c[1][g+1]=a,[Math.min.apply(null,c[0]),Math.max.apply(null,c[1]),Math.max.apply(null,c[0]),Math.min.apply(null,c[1])]},r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){var t,e,i,n,r,s,o,u,h,c;for(e=l(),n=[],t=i=0,r=this.x0.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.x0[t]+this.x1[t]+this.y0[t]+this.y1[t]+this.cx0[t]+this.cy0[t]+this.cx1[t]+this.cy1[t])||(s=a(this.x0[t],this.y0[t],this.x1[t],this.y1[t],this.cx0[t],this.cy0[t],this.cx1[t],this.cy1[t]),o=s[0],h=s[1],u=s[2],c=s[3],n.push([o,h,u,c,{i:t}]));return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g;if(p=i.sx0,f=i.sy0,d=i.sx1,g=i.sy1,a=i.scx,l=i.scx0,h=i.scy0,u=i.scx1,c=i.scy1,this.visuals.line.do_stroke){for(o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(p[n]+f[n]+d[n]+g[n]+l[n]+h[n]+u[n]+c[n])||(t.beginPath(),t.moveTo(p[n],f[n]),t.bezierCurveTo(l[n],h[n],u[n],c[n],d[n],g[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke()));return o}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=r,e.prototype.type="Bezier",e.prototype.visuals=["line"],e.prototype.coords=[["x0","y0"],["x1","y1"],["cx0","cy0"],["cx1","cy1"]],e}(s.Model),e.exports={Model:n,View:r}},{"./glyph":158,rbush:89,underscore:92}],155:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m=function(t,e){function i(){this.constructor=t}for(var n in e)_.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},_={}.hasOwnProperty;f=null!=i._bokehTest?void 0:t("gloo2"),h=t("../../common/color"),c=h.color2rgba,g=function(t){return 2&gt;t&amp;&amp;(t=Math.sqrt(2*t)),t},p=function(t,e){var i,n,r,s;for(i=new Float32Array(t),n=r=0,s=t;s&gt;=0?s&gt;r:r&gt;s;n=s&gt;=0?++r:--r)i[n]=e;return i},d=function(t,e,i){var n,r,s,o,a,l,u;for(n=new Float32Array(t*e),r=o=0,l=t;l&gt;=0?l&gt;o:o&gt;l;r=l&gt;=0?++o:--o)for(s=a=0,u=e;u&gt;=0?u&gt;a:a&gt;u;s=u&gt;=0?++a:--a)n[r*e+s]=i[s];return n},u=function(t,e,i,n,r,s){var o;return e.used=!0,null!=r[s].fixed_value?(t.set_attribute(i,"float",null,r[s].fixed_value),e.used=!1):(o=new Float32Array(r.cache[s+"_array"]),e.set_size(4*n),e.set_data(0,o),t.set_attribute(i,"float",[e,0,0])),o},l=function(t,e,i,n,r){var s,o,a,l,u,h,d,f,g,m,_;if(f=4,e.used=!0,null!=r.color.fixed_value&amp;&amp;null!=r.alpha.fixed_value)_=c(r.color.fixed_value,r.alpha.fixed_value),t.set_attribute(i,"vec4",null,_),e.used=!1;else{for(a=null!=r.color.fixed_value?function(){var t,e,i;for(i=[],l=t=0,e=n;e&gt;=0?e&gt;t:t&gt;e;l=e&gt;=0?++t:--t)i.push(r.color.fixed_value);return i}():r.cache.color_array,o=null!=r.alpha.fixed_value?p(n,r.alpha.fixed_value):r.cache.alpha_array,s=new Float32Array(n*f),l=h=0,g=n;g&gt;=0?g&gt;h:h&gt;g;l=g&gt;=0?++h:--h)for(_=c(a[l],o[l]),u=d=0,m=f;m&gt;=0?m&gt;d:d&gt;m;u=m&gt;=0?++d:--d)s[l*f+u]=_[u];e.set_size(n*f*4),e.set_data(0,s),t.set_attribute(i,"vec4",[e,0,0])}return s},n=function(){function t(t,e){this.gl=t,this.glyph=e,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.init()}return t.prototype.GLYPH="",t.prototype.VERT="",t.prototype.FRAG="",t.prototype.set_data_changed=function(t){return t!==this.nvertices&amp;&amp;(this.nvertices=t,this.size_changed=!0),this.data_changed=!0},t.prototype.set_visuals_changed=function(){return this.visuals_changed=!0},t}(),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.GLYPH="line",e.prototype.VERT="xxx",e.prototype.FRAG="xxx",e}(n),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.VERT="precision mediump float;\nconst float SQRT_2 = 1.4142135623730951;\n//\nuniform vec2 u_canvas_size;\nuniform vec2 u_offset;\nuniform vec2 u_scale;\nuniform float u_antialias;\n//\nattribute float a_x;\nattribute float a_y;\nattribute float a_size;\nattribute float a_angle; // in radians\nattribute float a_linewidth;\nattribute vec4 a_fg_color;\nattribute vec4 a_bg_color;\n//\nvarying float v_linewidth;\nvarying float v_size;\nvarying vec4 v_fg_color;\nvarying vec4 v_bg_color;\nvarying vec2 v_rotation;\n\nvoid main (void)\n{\n v_size = a_size;\n v_linewidth = a_linewidth;\n v_fg_color = a_fg_color;\n v_bg_color = a_bg_color;\n v_rotation = vec2(cos(-a_angle), sin(-a_angle));\n // Calculate position - the -0.5 is to correct for canvas origin\n vec2 pos = vec2(a_x, a_y) * u_scale + u_offset - vec2(0.5, 0.5); // in pixels\n pos /= u_canvas_size; // in 0..1\n gl_Position = vec4(pos*2.0-1.0, 0.0, 1.0);\n gl_Position.y *= -1.0; \n gl_PointSize = SQRT_2 * v_size + 2.0 * (a_linewidth + 1.5*u_antialias);\n}",e.prototype.FRAG="precision mediump float;\nconst float SQRT_2 = 1.4142135623730951;\nconst float PI = 3.14159265358979323846264;\n//\nuniform float u_antialias;\n//\nvarying vec4 v_fg_color;\nvarying vec4 v_bg_color;\nvarying float v_linewidth;\nvarying float v_size;\nvarying vec2 v_rotation;\n\nMARKERCODE\n\nvec4 outline(float distance, float linewidth, float antialias, vec4 fg_color, vec4 bg_color)\n{\n vec4 frag_color;\n float t = linewidth/2.0 - antialias;\n float signed_distance = distance;\n float border_distance = abs(signed_distance) - t;\n float alpha = border_distance/antialias;\n alpha = exp(-alpha*alpha);\n \n // If fg alpha is zero, it probably means no outline. To avoid a dark outline\n // shining through due to aa, we set the fg color to the bg color. Avoid if (i.e. branching).\n float select = float(bool(fg_color.a));\n fg_color.rgb = select * fg_color.rgb + (1.0 - select) * bg_color.rgb;\n // Similarly, if we want a transparent bg\n select = float(bool(bg_color.a));\n bg_color.rgb = select * bg_color.rgb + (1.0 - select) * fg_color.rgb;\n \n if( border_distance &lt; 0.0)\n frag_color = fg_color;\n else if( signed_distance &lt; 0.0 ) {\n frag_color = mix(bg_color, fg_color, sqrt(alpha));\n } else {\n if( abs(signed_distance) &lt; (linewidth/2.0 + antialias) ) {\n frag_color = vec4(fg_color.rgb, fg_color.a * alpha);\n } else {\n discard;\n }\n }\n return frag_color;\n}\n\nvoid main()\n{\n vec2 P = gl_PointCoord.xy - vec2(0.5, 0.5);\n P = vec2(v_rotation.x*P.x - v_rotation.y*P.y,\n v_rotation.y*P.x + v_rotation.x*P.y);\n float point_size = SQRT_2*v_size + 2.0 * (v_linewidth + 1.5*u_antialias);\n float distance = marker(P*point_size, v_size);\n gl_FragColor = outline(distance, v_linewidth, u_antialias, v_fg_color, v_bg_color);\n //gl_FragColor.rgb *= gl_FragColor.a; // pre-multiply alpha\n}",e.prototype.MARKERCODE="&lt;defined in subclasses&gt;",e.prototype.init=function(){var t,e;return e=this.gl,t=this.FRAG.replace(/MARKERCODE/,this.MARKERCODE),this.last_trans={},this.prog=new f.Program(e),this.prog.set_shaders(this.VERT,t),this.vbo_x=new f.VertexBuffer(e),this.prog.set_attribute("a_x","float",[this.vbo_x,0,0]),this.vbo_y=new f.VertexBuffer(e),this.prog.set_attribute("a_y","float",[this.vbo_y,0,0]),this.vbo_s=new f.VertexBuffer(e),this.prog.set_attribute("a_size","float",[this.vbo_s,0,0]),this.vbo_a=new f.VertexBuffer(e),this.prog.set_attribute("a_angle","float",[this.vbo_a,0,0]),this.vbo_linewidth=new f.VertexBuffer(e),this.vbo_fg_color=new f.VertexBuffer(e),this.vbo_bg_color=new f.VertexBuffer(e),this.index_buffer=new f.IndexBuffer(e)},e.prototype.draw=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v;if(u=e.glglyph.nvertices,this.data_changed?(this._set_data(u),this.data_changed=!1):null==this.glyph.radius||i.sx===this.last_trans.sx&amp;&amp;i.sy===this.last_trans.sy||(this.last_trans=i,this.vbo_s.set_data(0,new Float32Array(function(){var t,e,i,n;for(i=this.glyph.sradius,n=[],t=0,e=i.length;e&gt;t;t++)m=i[t],n.push(2*m);return n}.call(this)))),this.visuals_changed&amp;&amp;(this._set_visuals(u),this.visuals_changed=!1),this.prog.set_uniform("u_canvas_size","vec2",[i.width,i.height]),this.prog.set_uniform("u_offset","vec2",[i.dx[0],i.dy[0]]),this.prog.set_uniform("u_scale","vec2",[i.sx,i.sy]),this.prog.set_attribute("a_x","float",[e.glglyph.vbo_x,0,0]),this.prog.set_attribute("a_y","float",[e.glglyph.vbo_y,0,0]),this.prog.set_attribute("a_size","float",[e.glglyph.vbo_s,0,0]),this.prog.set_attribute("a_angle","float",[e.glglyph.vbo_a,0,0]),0!==t.length){if(t.length===u)return this.prog.draw(this.gl.POINTS,[0,u]);if(65535&gt;u)return this.index_buffer.set_size(2*t.length),this.index_buffer.set_data(0,new Uint16Array(t)),this.prog.draw(this.gl.POINTS,this.index_buffer);for(s=64e3,r=[],o=a=0,p=Math.ceil(u/s);p&gt;=0?p&gt;a:a&gt;p;o=p&gt;=0?++a:--a)r.push([]);for(o=l=0,d=t.length;d&gt;=0?d&gt;l:l&gt;d;o=d&gt;=0?++l:--l)v=t[o]%s,n=Math.floor(t[o]/s),r[n].push(v);for(g=[],n=h=0,f=r.length;f&gt;=0?f&gt;h:h&gt;f;n=f&gt;=0?++h:--h)_=new Uint16Array(r[n]),c=n*s*4,0!==_.length&amp;&amp;(this.prog.set_attribute("a_x","float",[e.glglyph.vbo_x,0,c]),this.prog.set_attribute("a_y","float",[e.glglyph.vbo_y,0,c]),this.prog.set_attribute("a_size","float",[e.glglyph.vbo_s,0,c]),this.prog.set_attribute("a_angle","float",[e.glglyph.vbo_a,0,c]),this.vbo_linewidth.used&amp;&amp;this.prog.set_attribute("a_linewidth","float",[this.vbo_linewidth,0,c]),this.vbo_fg_color.used&amp;&amp;this.prog.set_attribute("a_fg_color","vec4",[this.vbo_fg_color,0,4*c]),this.vbo_bg_color.used&amp;&amp;this.prog.set_attribute("a_bg_color","vec4",[this.vbo_bg_color,0,4*c]),this.index_buffer.set_size(2*_.length),this.index_buffer.set_data(0,_),g.push(this.prog.draw(this.gl.POINTS,this.index_buffer)));return g}},e.prototype._set_data=function(t){var e,i;return e=4*t,this.vbo_x.set_size(e),this.vbo_y.set_size(e),this.vbo_a.set_size(e),this.vbo_s.set_size(e),this.vbo_x.set_data(0,new Float32Array(this.glyph.x)),this.vbo_y.set_data(0,new Float32Array(this.glyph.y)),null!=this.glyph.angle&amp;&amp;this.vbo_a.set_data(0,new Float32Array(this.glyph.angle)),null!=this.glyph.radius?this.vbo_s.set_data(0,new Float32Array(function(){var t,e,n,r;for(n=this.glyph.sradius,r=[],t=0,e=n.length;e&gt;t;t++)i=n[t],r.push(2*i);return r}.call(this))):this.vbo_s.set_data(0,new Float32Array(this.glyph.size))},e.prototype._set_visuals=function(t){return u(this.prog,this.vbo_linewidth,"a_linewidth",t,this.glyph.visuals.line,"width"),l(this.prog,this.vbo_fg_color,"a_fg_color",t,this.glyph.visuals.line),l(this.prog,this.vbo_bg_color,"a_bg_color",t,this.glyph.visuals.fill),this.prog.set_uniform("u_antialias","float",[.9])},e}(n),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.GLYPH="circle",e.prototype.MARKERCODE="// --- disc\nfloat marker(vec2 P, float size)\n{\n return length(P) - size/2.0;\n}",e}(o),a=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return m(e,t),e.prototype.GLYPH="square",e.prototype.MARKERCODE="// --- square\nfloat marker(vec2 P, float size)\n{\n return max(abs(P.x), abs(P.y)) - size/2.0;\n}",e}(o),e.exports={CircleGLGlyph:r,SquareGLGlyph:a}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"../../common/color":108,gloo2:298}],156:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),a=t("./bokehgl"),s=t("./glyph"),l=t("../../common/hittest"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._init_gl=function(t){return this.glglyph=new a.CircleGLGlyph(t,this)},e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){var t,e;return null!=this.radius?"data"===this.distances.radius.units?(t=this.fields.radius_dimension.fixed_value,this.sradius=this.sdist(this.renderer[t+"mapper"],this[t],this.radius)):(this.sradius=this.radius,this.max_size=2*this.max_radius):this.sradius=function(){var t,i,n,r;for(n=this.size,r=[],t=0,i=n.length;i&gt;t;t++)e=n[t],r.push(e/2);return r}.call(this)},e.prototype._mask_data=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_;return e=this.renderer.plot_view.frame.get("h_range"),p=this.renderer.plot_view.frame.get("v_range"),null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(l=e.get("start"),u=e.get("end"),i=this.renderer.xmapper.v_map_from_target([l,u],!0),f=i[0],g=i[1],f-=this.max_radius,g+=this.max_radius,h=p.get("start"),c=p.get("end"),n=this.renderer.ymapper.v_map_from_target([h,c],!0),m=n[0],_=n[1],m-=this.max_radius,_+=this.max_radius):(l=e.get("start")-this.max_size,u=e.get("end")+this.max_size,r=this.renderer.xmapper.v_map_from_target([l,u],!0),f=r[0],g=r[1],h=p.get("start")-this.max_size,c=p.get("end")+this.max_size,s=this.renderer.ymapper.v_map_from_target([h,c],!0),m=s[0],_=s[1]),f&gt;g&amp;&amp;(o=[g,f],f=o[0],g=o[1]),m&gt;_&amp;&amp;(a=[_,m],m=a[0],_=a[1]),function(){var t,e,i,n;for(i=this.index.search([f,m,g,_]),n=[],t=0,e=i.length;e&gt;t;t++)d=i[t],n.push(d[4].i);return n}.call(this)},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u;for(l=i.sx,u=i.sy,a=i.sradius,o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(l[n]+u[n]+a[n])||(t.beginPath(),t.arc(l[n],u[n],a[n],0,2*Math.PI,!1),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,n),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,a,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j;if(d=[t.vx,t.vy],C=d[0],S=d[1],E=this.renderer.xmapper.map_from_target(C,!0),R=this.renderer.ymapper.map_from_target(S,!0),null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(I=E-this.max_radius,N=E+this.max_radius,z=R-this.max_radius,j=R+this.max_radius):(D=C-this.max_size,T=C+this.max_size,f=this.renderer.xmapper.v_map_from_target([D,T],!0),I=f[0],N=f[1],g=[Math.min(I,N),Math.max(I,N)],I=g[0],N=g[1],A=S-this.max_size,P=S+this.max_size,m=this.renderer.ymapper.v_map_from_target([A,P],!0),z=m[0],j=m[1],_=[Math.min(z,j),Math.max(z,j)],z=_[0],j=_[1]),e=function(){var t,e,i,n;for(i=this.index.search([I,z,N,j]),n=[],t=0,e=i.length;e&gt;t;t++)c=i[t],n.push(c[4].i);return n}.call(this),n=[],null!=this.radius&amp;&amp;"data"===this.distances.radius.units)for(s=0,u=e.length;u&gt;s;s++)r=e[s],p=Math.pow(this.sradius[r],2),b=this.renderer.xmapper.map_to_target(E,!0),w=this.renderer.xmapper.map_to_target(this.x[r],!0),k=this.renderer.ymapper.map_to_target(R,!0),M=this.renderer.ymapper.map_to_target(this.y[r],!0),i=Math.pow(b-w,2)+Math.pow(k-M,2),p&gt;=i&amp;&amp;n.push([r,i]);else for(y=this.renderer.plot_view.canvas.vx_to_sx(C),x=this.renderer.plot_view.canvas.vy_to_sy(S),a=0,h=e.length;h&gt;a;a++)r=e[a],p=Math.pow(this.sradius[r],2),i=Math.pow(this.sx[r]-y,2)+Math.pow(this.sy[r]-x,2),p&gt;=i&amp;&amp;n.push([r,i]);return n=o.chain(n).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),v=l.create_hit_test_result(),v["1d"].indices=n,v},e.prototype._hit_span=function(t){var e,i,n,r,s,o,a,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k;return n=[t.vx,t.vy],c=n[0],f=n[1],r=this.bounds(),y=r[0],k=r[1],h=l.create_hit_test_result(),"h"===t.direction?(w=k[0],x=k[1],null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(p=c-this.max_radius,d=c+this.max_radius,s=this.renderer.xmapper.v_map_from_target([p,d]),_=s[0],v=s[1]):(i=this.max_size/2,p=c-i,d=c+i,o=this.renderer.xmapper.v_map_from_target([p,d],!0),_=o[0],v=o[1])):(_=y[0],v=y[1],null!=this.radius&amp;&amp;"data"===this.distances.radius.units?(g=f-this.max_radius,m=f+this.max_radius,a=this.renderer.ymapper.v_map_from_target([g,m]),w=a[0],x=a[1]):(i=this.max_size/2,g=f-i,m=f+i,u=this.renderer.ymapper.v_map_from_target([g,m],!0),w=u[0],x=u[1])),e=function(){var t,e,i,n;for(i=this.index.search([_,w,v,x]),n=[],t=0,e=i.length;e&gt;t;t++)b=i[t],n.push(b[4].i);return n}.call(this),h["1d"].indices=e,h},e.prototype._hit_rect=function(t){var e,i,n,r,s,o,a,u;return e=this.renderer.xmapper.v_map_from_target([t.vx0,t.vx1],!0),s=e[0],o=e[1],i=this.renderer.ymapper.v_map_from_target([t.vy0,t.vy1],!0),a=i[0],u=i[1],n=l.create_hit_test_result(),n["1d"].indices=function(){var t,e,i,n;for(i=this.index.search([s,a,o,u]),n=[],t=0,e=i.length;e&gt;t;t++)r=i[t],n.push(r[4].i);return n}.call(this),n},e.prototype._hit_poly=function(t){var e,i,n,r,s,a,u,h,c,p,d,f,g;for(a=[o.clone(t.vx),o.clone(t.vy)],f=a[0],g=a[1],p=this.renderer.plot_view.canvas.v_vx_to_sx(f),d=this.renderer.plot_view.canvas.v_vy_to_sy(g),e=function(){c=[];for(var t=0,e=this.sx.length;e&gt;=0?e&gt;t:t&gt;e;e&gt;=0?t++:t--)c.push(t);return c}.apply(this),i=[],n=s=0,u=e.length;u&gt;=0?u&gt;s:s&gt;u;n=u&gt;=0?++s:--s)r=e[n],l.point_in_poly(this.sx[n],this.sy[n],p,d)&amp;&amp;i.push(r);return h=l.create_hit_test_result(),h["1d"].indices=i,h},e.prototype.draw_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c;return l=null!=(a=this.get_reference_point())?a:0,o=[l],h={},h[l]=(e+i)/2,c={},c[l]=(n+r)/2,u={},u[l]=.2*Math.min(Math.abs(i-e),Math.abs(r-n)),s={sx:h,sy:c,sradius:u},this._render(t,o,s)},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=r,e.prototype.type="Circle",e.prototype.distances=["?radius","?size"],e.prototype.fields=["radius_dimension:string"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{size:4})},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{radius_dimension:"x"})},e}(s.Model),e.exports={Model:n,View:r}},{"../../common/hittest":116,"./bokehgl":155,"./glyph":158,underscore:92}],157:[function(t,e,i){(function(i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;l=t("underscore"),a=t("./glyph"),s=null!=i._bokehTest?void 0:t("gear_utils"),n=t("../../util/bezier"),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return this.smodule=this.sdist(this.renderer.xmapper,this.x,this.module,"edge")},e.prototype._render=function(t,e,i){var n,r,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S;for(M=i.sx,C=i.sy,k=i.smodule,r=i.angle,D=i.teeth,f=i.pressure_angle,x=i.shaft_size,l=i.internal,h=0,p=e.length;p&gt;h;h++)if(a=e[h],!isNaN(M[a]+C[a]+r[a]+k[a]+D[a]+f[a]+x[a]+l[a])){for(d=k[a]*D[a]/2,o=l[a]?s.create_internal_gear_tooth:s.create_gear_tooth,b=o(k[a],D[a],f[a]),g=b.slice(0,3),n=g[0],T=g[1],S=g[2],y=b.slice(3),t.save(),t.translate(M[a],C[a]),t.rotate(r[a]),t.beginPath(),v=2*Math.PI/D[a],t.moveTo(T,S),u=c=0,m=D[a];m&gt;=0?m&gt;c:c&gt;m;u=m&gt;=0?++c:--c)this._render_seq(t,y),t.rotate(v);t.closePath(),l[a]?(_=d+2.75*k[a],t.moveTo(_,0),t.arc(0,0,_,0,2*Math.PI,!0)):x[a]&gt;0&amp;&amp;(w=d*x[a],t.moveTo(w,0),t.arc(0,0,w,0,2*Math.PI,!0)),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,a),t.fill()),this.visuals.line.do_stroke&amp;&amp;(this.visuals.line.set_vectorize(t,a),t.stroke()),t.restore()}},e.prototype._render_seq=function(t,e){var i,r,s,o,a,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I;for(u=0;u&lt;e.length;)switch(l.isString(e[u])&amp;&amp;(i=e[u],u+=1),i){case"M":g=e.slice(u,u+2),P=g[0],I=g[1],t.moveTo(P,I),m=[P,I],d=m[0],f=m[1],u+=2;break;case"L":v=e.slice(u,u+2),P=v[0],I=v[1],t.lineTo(P,I),y=[P,I],d=y[0],f=y[1],u+=2;break;case"C":b=e.slice(u,u+6),r=b[0],o=b[1],s=b[2],a=b[3],P=b[4],I=b[5],t.bezierCurveTo(r,o,s,a,P,I),w=[P,I],d=w[0],f=w[1],u+=6;break;case"Q":x=e.slice(u,u+4),r=x[0],o=x[1],P=x[2],I=x[3],t.quadraticCurveTo(r,o,P,I),k=[P,I],d=k[0],f=k[1],u+=4;break;case"A":for(M=e.slice(u,u+7),D=M[0],T=M[1],E=M[2],c=M[3],A=M[4],P=M[5],I=M[6],S=n.arc_to_bezier(d,f,D,T,-E,c,1-A,P,I),h=0,p=S.length;p&gt;h;h++)C=S[h],r=C[0],o=C[1],s=C[2],a=C[3],P=C[4],I=C[5],t.bezierCurveTo(r,o,s,a,P,I);_=[P,I],d=_[0],f=_[1],u+=7;break;default:throw new Error("unexpected command: "+i)}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(a.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=o,e.prototype.type="Gear",e.prototype.angles=["angle"],e.prototype.fields=["module","internal:bool","pressure_angle","shaft_size","teeth"],e.prototype.defaults=function(){return l.extend({},e.__super__.defaults.call(this),{angle:0,pressure_angle:20,shaft_size:.3,internal:!1})},e}(a.Model),e.exports={Model:r,View:o}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"../../util/bezier":248,"./glyph":158,gear_utils:297,underscore:92}],158:[function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g=function(t,e){function i(){this.constructor=t}for(var n in e)m.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},m={}.hasOwnProperty;l=t("underscore"),d=t("rbush"),u=t("../../common/bbox"),h=t("../../common/logging").logger,a=t("../../common/has_parent"),r=t("../../common/continuum_view"),p=t("../../common/properties"),n=t("../../mapper/categorical_mapper"),c=t("proj4"),f=c.defs("GOOGLE"),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return g(e,t),e.prototype.initialize=function(t){var i,n,r,s;e.__super__.initialize.call(this,t),this.renderer=t.renderer,i=this.renderer.plot_view.canvas_view.ctx,null!=i.glcanvas&amp;&amp;this._init_gl(i.glcanvas.gl),s=p.factories;for(r in s)n=s[r],this[r]={},this[r]=l.extend(this[r],n(this.model));return this.warned={},this},e.prototype.render=function(t,e,i){if(this.mget("visible")){if(t.beginPath(),null!=this.glglyph&amp;&amp;this._render_gl(t,e,i))return;return this._render(t,e,i)}},e.prototype._render_gl=function(t,e,i){var n,r,s,o;return s=this.renderer.map_to_screen([0,1,2],[0,1,2]),n=s[0],r=s[1],Math.abs(n[1]-n[0]-(n[2]-n[1]))&gt;1e-6||Math.abs(r[1]-r[0]-(r[2]-r[1]))&gt;1e-6?!1:(o={width:t.glcanvas.width,height:t.glcanvas.height,dx:n,dy:r,sx:n[1]-n[0],sy:r[1]-r[0]},this.glglyph.draw(e,i,o),!0)},e.prototype.map_data=function(){var t,e,i,n,r,s,o,a,u,h,c,p,d,f,g,m,_;for(r=this.model.coords,e=0,n=r.length;n&gt;e;e++)if(s=r[e],m=s[0],_=s[1],d="s"+m,g="s"+_,l.isArray(null!=(o=this[m])?o[0]:void 0))for(a=[[],[]],this[d]=a[0],this[g]=a[1],t=i=0,u=this[m].length;u&gt;=0?u&gt;i:i&gt;u;t=u&gt;=0?++i:--i)h=this.renderer.map_to_screen(this[m][t],this[_][t]),p=h[0],f=h[1],this[d].push(p),this[g].push(f);else c=this.renderer.map_to_screen(this[m],this[_]),this[d]=c[0],this[g]=c[1];return this._map_data()},e.prototype.project_xy=function(t,e){var i,n,r,s,o,a,l,u;for(s=[],a=[],i=n=0,l=t.length;l&gt;=0?l&gt;n:n&gt;l;i=l&gt;=0?++n:--n)u=c(f,[t[i],e[i]]),r=u[0],o=u[1],s[i]=r,a[i]=o;return[s,a]},e.prototype.project_xsys=function(t,e){var i,n,r,s,o,a,l,u;for(s=[],a=[],i=n=0,l=t.length;l&gt;=0?l&gt;n:n&gt;l;i=l&gt;=0?++n:--n)u=this.project_xy(t[i],e[i]),r=u[0],o=u[1],s[i]=r,a[i]=o;return[s,a]},e.prototype.set_data=function(t){var e,i,n,r,s,o,a,l;n=this.coords;for(e in n)i=n[e],this[e]=i.array(t);this.renderer.plot_model.use_map&amp;&amp;(null!=this.x&amp;&amp;(r=this.project_xy(this.x,this.y),this.x=r[0],this.y=r[1]),null!=this.xs&amp;&amp;(s=this.project_xsys(this.xs,this.ys),this.xs=s[0],this.ys=s[1])),o=this.angles;for(e in o)i=o[e],this[e]=i.array(t);a=this.distances;for(e in a)i=a[e],this[e]=i.array(t),this["max_"+e]=Math.max.apply(null,this[e]);l=this.fields;for(e in l)i=l[e],this[e]=i.array(t);return null!=this.glglyph&amp;&amp;this.glglyph.set_data_changed(this.x.length),this._set_data(),this.index=this._index_data()},e.prototype.set_visuals=function(t){var e,i,n;n=this.visuals;for(e in n)i=n[e],i.warm_cache(t);return null!=this.glglyph?this.glglyph.set_visuals_changed():void 0},e.prototype.bounds=function(){var t;return null==this.index?u.empty():(t=this.index.data.bbox,this._bounds([[t[0],t[2]],[t[1],t[3]]]))},e.prototype.scx=function(t){return this.sx[t]},e.prototype.scy=function(t){return this.sy[t]},e.prototype._init_gl=function(){return!1},e.prototype._set_data=function(){return null},e.prototype._map_data=function(){return null},e.prototype._mask_data=function(t){return t},e.prototype._bounds=function(t){return t},e.prototype._xy_index=function(){var t,e,i,r,s,o,a,l,u;for(e=d(),r=[],a=this.renderer.xmapper instanceof n.Model?this.renderer.xmapper.v_map_to_target(this.x,!0):this.x,u=this.renderer.ymapper instanceof n.Model?this.renderer.ymapper.v_map_to_target(this.y,!0):this.y,t=i=0,s=a.length;s&gt;=0?s&gt;i:i&gt;s;t=s&gt;=0?++i:--i)o=a[t],!isNaN(o)&amp;&amp;isFinite(o)&amp;&amp;(l=u[t],!isNaN(l)&amp;&amp;isFinite(l)&amp;&amp;r.push([o,l,o,l,{i:t}]));return e.load(r),e},e.prototype.sdist=function(t,e,i,n,r){var s,o,a,u,h,c,p;return null==n&amp;&amp;(n="edge"),null==r&amp;&amp;(r=!1),l.isString(e[0])&amp;&amp;(e=t.v_map_to_target(e)),"center"===n?(o=function(){var t,e,n;for(n=[],t=0,e=i.length;e&gt;t;t++)s=i[t],n.push(s/2);return n}(),u=function(){var t,i,n;for(n=[],a=t=0,i=e.length;i&gt;=0?i&gt;t:t&gt;i;a=i&gt;=0?++t:--t)n.push(e[a]-o[a]);return n}(),h=function(){var t,i,n;for(n=[],a=t=0,i=e.length;i&gt;=0?i&gt;t:t&gt;i;a=i&gt;=0?++t:--t)n.push(e[a]+o[a]);return n}()):(u=e,h=function(){var t,e,n;for(n=[],a=t=0,e=u.length;e&gt;=0?e&gt;t:t&gt;e;a=e&gt;=0?++t:--t)n.push(u[a]+i[a]);return n}()),c=t.v_map_to_target(u),p=t.v_map_to_target(h),r?function(){var t,e,i;for(i=[],a=t=0,e=c.length;e&gt;=0?e&gt;t:t&gt;e;a=e&gt;=0?++t:--t)i.push(Math.ceil(Math.abs(p[a]-c[a])));return i}():function(){var t,e,i;for(i=[],a=t=0,e=c.length;e&gt;=0?e&gt;t:t&gt;e;a=e&gt;=0?++t:--t)i.push(Math.abs(p[a]-c[a]));return i}()},e.prototype.hit_test=function(t){var e,i;return i=null,e="_hit_"+t.type,null!=this[e]?i=this[e](t):null==this.warned[t.type]&amp;&amp;(h.error("'"+t.type+"' selection not available for "+this.model.type),this.warned[t.type]=!0),i},e.prototype.get_reference_point=function(){var t;return t=this.mget("reference_point"),l.isNumber(t)?this.data[t]:t},e.prototype.draw_legend=function(t,e,i,n,r){return null},e.prototype._generic_line_legend=function(t,e,i,n,r){var s,o;return o=null!=(s=this.get_reference_point())?s:0,t.save(),t.beginPath(),t.moveTo(e,(n+r)/2),t.lineTo(i,(n+r)/2),this.visuals.line.do_stroke&amp;&amp;(this.visuals.line.set_vectorize(t,o),t.stroke()),t.restore()},e.prototype._generic_area_legend=function(t,e,i,n,r){var s,o,a,l,u,h,c,p,d,f,g;return h=null!=(u=this.get_reference_point())?u:0,l=[h],g=Math.abs(i-e),o=.1*g,a=Math.abs(r-n),s=.1*a,c=e+o,p=i-o,d=n+s,f=r-s,this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,h),t.fillRect(c,d,p-c,f-d)),this.visuals.line.do_stroke?(t.beginPath(),t.rect(c,d,p-c,f-d),this.visuals.line.set_vectorize(t,h),t.stroke()):void 0},e}(r),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return g(e,t),e.prototype.visuals=["line","fill"],e.prototype.coords=[["x","y"]],e.prototype.distances=[],e.prototype.angles=[],e.prototype.fields=[],e.prototype.fill_defaults={fill_color:"gray",fill_alpha:1},e.prototype.line_defaults={line_color:"black",line_width:1,line_alpha:1,line_join:"miter",line_cap:"butt",line_dash:[],line_dash_offset:0},e.prototype.text_defaults={text_font:"helvetica",text_font_size:"12pt",text_font_style:"normal",text_color:"#444444",text_alpha:1,text_align:"left",text_baseline:"bottom"},e.prototype.defaults=function(){return l.extend({visible:!0})},e.prototype.display_defaults=function(){var t,i,n,r,s,o;for(o={},s=this.visuals,i=0,n=s.length;n&gt;i;i++){switch(r=s[i]){case"line":t=this.line_defaults;break;case"fill":t=this.fill_defaults;break;case"text":t=this.text_defaults;break;default:h.warn("unknown visual property type '"+r+"'");continue}o=l.extend(o,e.__super__.display_defaults.call(this),t)}return o},e}(a),e.exports={Model:s,View:o}},{"../../common/bbox":100,"../../common/continuum_view":109,"../../common/has_parent":114,"../../common/logging":119,"../../common/properties":126,
"../../mapper/categorical_mapper":138,proj4:56,rbush:89,underscore:92}],159:[function(t,e,i){var n,r,s,o,a,l,u,h,c=function(t,e){function i(){this.constructor=t}for(var n in e)p.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},p={}.hasOwnProperty;u=t("underscore"),h=t("../../common/logging").logger,o=t("../../common/has_parent"),a=t("../../common/plot_widget"),n=t("../../range/factor_range"),l=t("../../source/remote_data_source"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.initialize=function(t){var i,n,r;return e.__super__.initialize.call(this,t),this.glyph=this.build_glyph_view(this.mget("glyph")),r=this.mget("selection_glyph"),null==r&amp;&amp;(r=this.mget("glyph").clone(),r.set(this.model.selection_defaults,{silent:!0})),this.selection_glyph=this.build_glyph_view(r),n=this.mget("nonselection_glyph"),null==n&amp;&amp;(n=this.mget("glyph").clone(),n.set(this.model.nonselection_defaults,{silent:!0})),this.nonselection_glyph=this.build_glyph_view(n),i=this.mget("glyph").clone(),i.set(this.model.decimated_defaults,{silent:!0}),this.decimated_glyph=this.build_glyph_view(i),this.xmapper=this.plot_view.frame.get("x_mappers")[this.mget("x_range_name")],this.ymapper=this.plot_view.frame.get("y_mappers")[this.mget("y_range_name")],this.set_data(!1),this.mget("data_source")instanceof l.RemoteDataSource?this.mget("data_source").setup(this.plot_view,this.glyph):void 0},e.prototype.build_glyph_view=function(t){return new t.default_view({model:t,renderer:this})},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,"change",this.request_render),this.listenTo(this.mget("data_source"),"change",this.set_data),this.listenTo(this.mget("data_source"),"select",this.request_render),this.listenTo(this.mget("glyph"),"propchange",function(){return this.glyph.set_visuals(this.mget("data_source")),this.request_render()})},e.prototype.have_selection_glyphs=function(){return!0},e.prototype.setup_server_data=function(){},e.prototype.set_data=function(t,e){var i,n,r,s,o,a,l,u,c;for(null==t&amp;&amp;(t=!0),c=Date.now(),u=this.mget("data_source"),this.glyph.set_data(u,e),this.glyph.set_visuals(u),this.decimated_glyph.set_visuals(u),this.selection_glyph.set_visuals(u),this.nonselection_glyph.set_visuals(u),s=u.get_length(),null==s&amp;&amp;(s=1),this.all_indices=function(){l=[];for(var t=0;s&gt;=0?s&gt;t:t&gt;s;s&gt;=0?t++:t--)l.push(t);return l}.apply(this),o=this.plot_model.get("lod_factor"),this.decimated=[],n=r=0,a=Math.floor(this.all_indices.length/o);a&gt;=0?a&gt;r:r&gt;a;n=a&gt;=0?++r:--r)this.decimated.push(this.all_indices[n*o]);return i=Date.now()-c,h.debug(this.glyph.model.type+" GlyphRenderer ("+this.model.id+"): set_data finished in "+i+"ms"),this.set_data_timestamp=Date.now(),t?this.request_render():void 0},e.prototype.render=function(){var t,e,i,n,r,s,o,a,l,u,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C;if(w=Date.now(),o=this.glyph.glglyph,x=Date.now(),this.glyph.map_data(),e=Date.now()-w,k=Date.now(),u=o?this.all_indices:this.glyph._mask_data(this.all_indices),i=Date.now()-k,t=this.plot_view.canvas_view.ctx,t.save(),v=this.mget("data_source").get("selected"),v=v&amp;&amp;0!==v.length?v["0d"].flag?u:v["1d"].indices.length&gt;0?v["1d"].indices:v["2d"].indices.length&gt;0?v["2d"].indices:[]:[],g=this.plot_model.get("lod_threshold"),this.plot_view.interactive&amp;&amp;!o&amp;&amp;null!=g&amp;&amp;this.all_indices.length&gt;g?(u=this.decimated,a=this.decimated_glyph,_=this.decimated_glyph,b=this.selection_glyph):(a=this.glyph,_=this.nonselection_glyph,b=this.selection_glyph),v.length&amp;&amp;this.have_selection_glyphs()){for(C=Date.now(),y={},c=0,d=v.length;d&gt;c;c++)l=v[c],y[l]=!0;for(v=new Array,m=new Array,p=0,f=u.length;f&gt;p;p++)l=u[p],null!=y[l]?v.push(l):m.push(l);r=Date.now()-C,M=Date.now(),_.render(t,m,this.glyph),b.render(t,v,this.glyph),n=Date.now()-M}else M=Date.now(),a.render(t,u,this.glyph),n=Date.now()-M;return this.last_dtrender=n,s=Date.now()-w,h.debug(this.glyph.model.type+" GlyphRenderer ("+this.model.id+"): render finished in "+s+"ms"),h.trace(" - map_data finished in : "+e+"ms"),null!=i&amp;&amp;h.trace(" - mask_data finished in : "+i+"ms"),null!=r&amp;&amp;h.trace(" - selection mask finished in : "+r+"ms"),h.trace(" - glyph renders finished in : "+n+"ms"),t.restore()},e.prototype.map_to_screen=function(t,e){return this.plot_view.map_to_screen(t,e,this.mget("x_range_name"),this.mget("y_range_name"))},e.prototype.draw_legend=function(t,e,i,n,r){return this.glyph.draw_legend(t,e,i,n,r)},e.prototype.hit_test=function(t){return this.glyph.hit_test(t)},e}(a),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return c(e,t),e.prototype.default_view=s,e.prototype.type="GlyphRenderer",e.prototype.selection_defaults={},e.prototype.decimated_defaults={fill_alpha:.3,line_alpha:.3,fill_color:"grey",line_color:"grey"},e.prototype.nonselection_defaults={fill_alpha:.2,line_alpha:.2},e.prototype.defaults=function(){return u.extend({},e.__super__.defaults.call(this),{x_range_name:"default",y_range_name:"default",data_source:null})},e.prototype.display_defaults=function(){return u.extend({},e.__super__.display_defaults.call(this),{level:"glyph"})},e}(o),e.exports={Model:r,View:s}},{"../../common/has_parent":114,"../../common/logging":119,"../../common/plot_widget":125,"../../range/factor_range":145,"../../source/remote_data_source":205,underscore:92}],160:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),n=t("./glyph"),o=t("../../mapper/linear_color_mapper"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._set_data=function(){var t,e,i,n,r,s,o,l,u,h,c;for((null==this.image_data||this.image_data.length!==this.image.length)&amp;&amp;(this.image_data=new Array(this.image.length)),(null==this.width||this.width.length!==this.image.length)&amp;&amp;(this.width=new Array(this.image.length)),(null==this.height||this.height.length!==this.image.length)&amp;&amp;(this.height=new Array(this.image.length)),c=[],s=u=0,h=this.image.length;h&gt;=0?h&gt;u:u&gt;h;s=h&gt;=0?++u:--u)null!=this.rows?(this.height[s]=this.rows[s],this.width[s]=this.cols[s]):(this.height[s]=this.image[s].length,this.width[s]=this.image[s][0].length),i=document.createElement("canvas"),i.width=this.width[s],i.height=this.height[s],r=i.getContext("2d"),o=r.getImageData(0,0,this.width[s],this.height[s]),n=this.mget("color_mapper"),l=null!=this.rows?this.image[s]:a.flatten(this.image[s]),t=n.v_map_screen(l),e=new Uint8ClampedArray(t),o.data.set(e),r.putImageData(o,0,0),this.image_data[s]=i,this.max_dw=0,"data"===this.dw.units&amp;&amp;(this.max_dw=a.max(this.dw)),this.max_dh=0,"data"===this.dh.units&amp;&amp;(this.max_dh=a.max(this.dh)),c.push(this._xy_index());return c},e.prototype._map_data=function(){return this.sw=this.sdist(this.renderer.xmapper,this.x,this.dw,"edge",this.mget("dilate")),this.sh=this.sdist(this.renderer.ymapper,this.y,this.dh,"edge",this.mget("dilate"))},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(r=i.image_data,h=i.sx,c=i.sy,u=i.sw,l=i.sh,a=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),s=0,o=e.length;o&gt;s;s++)n=e[s],null!=r[n]&amp;&amp;(isNaN(h[n]+c[n]+u[n]+l[n])||(p=c[n],t.translate(0,p),t.scale(1,-1),t.translate(0,-p),t.drawImage(r[n],0|h[n],0|c[n],u[n],l[n]),t.translate(0,p),t.scale(1,-1),t.translate(0,-p)));return t.setImageSmoothingEnabled(a)},e.prototype.bounds=function(){var t;return t=this.index.data.bbox,[[t[0],t[2]+this.max_dw],[t[1],t[3]+this.max_dh]]},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Image",e.prototype.visuals=[],e.prototype.distances=["dw","dh"],e.prototype.fields=["image:array","?rows","?cols","palette:string"],e.prototype.display_defaults=function(){return a.extend({},e.__super__.display_defaults.call(this),{dilate:!1})},e}(n.Model),e.exports={Model:r,View:s}},{"../../mapper/linear_color_mapper":140,"./glyph":158,underscore:92}],161:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._set_data=function(t,e){var i,n,r,s,a,l,u,h,c,p,d,f,g,m;for((null==this.image_data||this.image_data.length!==this.image.length)&amp;&amp;(this.image_data=new Array(this.image.length)),(null==this.width||this.width.length!==this.image.length)&amp;&amp;(this.width=new Array(this.image.length)),(null==this.height||this.height.length!==this.image.length)&amp;&amp;(this.height=new Array(this.image.length)),m=[],u=p=0,f=this.image.length;f&gt;=0?f&gt;p:p&gt;f;u=f&gt;=0?++p:--p)if(null==e||u===e){if(null!=this.rows?(this.height[u]=this.rows[u],this.width[u]=this.cols[u]):(this.height[u]=this.image[u].length,this.width[u]=this.image[u][0].length),r=document.createElement("canvas"),r.width=this.width[u],r.height=this.height[u],a=r.getContext("2d"),h=a.getImageData(0,0,this.width[u],this.height[u]),null!=this.rows)h.data.set(new Uint8ClampedArray(this.image[u]));else{for(l=o.flatten(this.image[u]),i=new ArrayBuffer(4*l.length),s=new Uint32Array(i),c=d=0,g=l.length;g&gt;=0?g&gt;d:d&gt;g;c=g&gt;=0?++d:--d)s[c]=l[c];n=new Uint8ClampedArray(i),h.data.set(n)}a.putImageData(h,0,0),this.image_data[u]=r,this.max_dw=0,"data"===this.dw.units&amp;&amp;(this.max_dw=o.max(this.dw)),this.max_dh=0,"data"===this.dh.units?m.push(this.max_dh=o.max(this.dh)):m.push(void 0)}return m},e.prototype._map_data=function(){return this.sw=this.sdist(this.renderer.xmapper,this.x,this.dw,"edge",this.mget("dilate")),this.sh=this.sdist(this.renderer.ymapper,this.y,this.dh,"edge",this.mget("dilate"))},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(r=i.image_data,h=i.sx,c=i.sy,u=i.sw,l=i.sh,a=t.getImageSmoothingEnabled(),t.setImageSmoothingEnabled(!1),s=0,o=e.length;o&gt;s;s++)n=e[s],isNaN(h[n]+c[n]+u[n]+l[n])||(p=c[n],t.translate(0,p),t.scale(1,-1),t.translate(0,-p),t.drawImage(r[n],0|h[n],0|c[n],u[n],l[n]),t.translate(0,p),t.scale(1,-1),t.translate(0,-p));return t.setImageSmoothingEnabled(a)},e.prototype.bounds=function(){var t;return t=this.index.data.bbox,[[t[0],t[2]+this.max_dw],[t[1],t[3]+this.max_dh]]},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="ImageRGBA",e.prototype.visuals=[],e.prototype.distances=["dw","dh"],e.prototype.fields=["image:array","?rows","?cols"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{dilate:!1})},e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,underscore:92}],162:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._set_data=function(){var t;return 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e,i,n,r,s,o,l,u,h;for(n=[t.vx,t.vy],u=n[0],h=n[1],s=a.create_hit_test_result(),"v"===t.direction?(o=this.renderer.ymapper.map_from_target(h),l=this.y):(o=this.renderer.xmapper.map_from_target(u),l=this.x),e=i=0,r=l.length-1;r&gt;=0?r&gt;i:i&gt;r;e=r&gt;=0?++i:--i)l[e]&lt;=o&amp;&amp;o&lt;=l[e+1]&amp;&amp;(s["0d"].flag=!0,s["0d"].indices.push(e));return s},e.prototype.get_interpolation_hit=function(t,e){var i,n,r,s,o,l,u,h,c,p,d,f,g,m,_,v,y,b,w;return i=[e.vx,e.vy],p=i[0],d=i[1],n=[this.x[t],this.y[t],this.x[t+1],this.y[t+1]],m=n[0],b=n[1],_=n[2],w=n[3],"point"===e.type?(r=this.renderer.ymapper.v_map_from_target([d-1,d+1]),v=r[0],y=r[1],s=this.renderer.xmapper.v_map_from_target([p-1,p+1]),f=s[0],g=s[1]):"v"===e.direction?(o=this.renderer.ymapper.v_map_from_target([d,d]),v=o[0],y=o[1],l=[m,_],f=l[0],g=l[1]):(u=this.renderer.xmapper.v_map_from_target([p,p]),f=u[0],g=u[1],h=[b,w],v=h[0],y=h[1]),c=a.check_2_segments_intersect(f,v,g,y,m,b,_,w),[c.x,c.y]},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Line",e.prototype.visuals=["line"],e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,underscore:92}],164:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in 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t,e,i,n;for(i=this.index.search([k,C,M,D]),n=[],t=0,e=i.length;e&gt;t;t++)x=i[t],n.push(x[4].i);return n}.call(this),n=[],s=0,l=e.length;l&gt;s;s++)r=e[s],d=this.size[r]/2,i=Math.abs(this.sx[r]-f)+Math.abs(this.sy[r]-g),Math.abs(this.sx[r]-f)&lt;=d&amp;&amp;Math.abs(this.sy[r]-g)&lt;=d&amp;&amp;n.push([r,i]);return p=a.create_hit_test_result(),p["1d"].indices=o.chain(n).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),p},e.prototype._hit_rect=function(t){var e,i,n,r,s,o,l,u;return e=this.renderer.xmapper.v_map_from_target([t.vx0,t.vx1],!0),s=e[0],o=e[1],i=this.renderer.ymapper.v_map_from_target([t.vy0,t.vy1],!0),l=i[0],u=i[1],n=a.create_hit_test_result(),n["1d"].indices=function(){var t,e,i,n;for(i=this.index.search([s,l,o,u]),n=[],t=0,e=i.length;e&gt;t;t++)r=i[t],n.push(r[4].i);return n}.call(this),n},e.prototype._hit_poly=function(t){var 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n,r,s,o,a,l,u,h,c,p,d,f,g,m;for(f=i.sxs,m=i.sys,this.sxss=this._build_discontinuous_object(f),this.syss=this._build_discontinuous_object(m),p=[],s=0,a=e.length;a&gt;s;s++){if(n=e[s],u=[f[n],m[n]],d=u[0],g=u[1],this.visuals.fill.do_fill){for(this.visuals.fill.set_vectorize(t,n),r=o=0,h=d.length;h&gt;=0?h&gt;o:o&gt;h;r=h&gt;=0?++o:--o)0!==r?isNaN(d[r]+g[r])?(t.closePath(),t.fill(),t.beginPath()):t.lineTo(d[r],g[r]):(t.beginPath(),t.moveTo(d[r],g[r]));t.closePath(),t.fill()}if(this.visuals.line.do_stroke){for(this.visuals.line.set_vectorize(t,n),r=l=0,c=d.length;c&gt;=0?c&gt;l:l&gt;c;r=c&gt;=0?++l:--l)0!==r?isNaN(d[r]+g[r])?(t.closePath(),t.stroke(),t.beginPath()):t.lineTo(d[r],g[r]):(t.beginPath(),t.moveTo(d[r],g[r]));t.closePath(),p.push(t.stroke())}else p.push(void 0)}return p},e.prototype._hit_point=function(t){var e,i,n,r,s,o,l,u,h,c,p,d,f,g,m,_,v,y,b;for(u=[t.vx,t.vy],_=u[0],v=u[1],d=this.renderer.plot_view.canvas.vx_to_sx(_),g=this.renderer.plot_view.canvas.vy_to_sy(v),y=this.renderer.xmapper.map_from_target(_,!0),b=this.renderer.ymapper.map_from_target(v,!0),e=function(){var t,e,i,n;for(i=this.index.search([y,b,y,b]),n=[],t=0,e=i.length;e&gt;t;t++)y=i[t],n.push(y[4].i);return n}.call(this),i=[],n=o=0,h=e.length;h&gt;=0?h&gt;o:o&gt;h;n=h&gt;=0?++o:--o)for(r=e[n],f=this.sxss[r],m=this.syss[r],s=l=0,c=f.length;c&gt;=0?c&gt;l:l&gt;c;s=c&gt;=0?++l:--l)a.point_in_poly(d,g,f[s],m[s])&amp;&amp;i.push(r);return p=a.create_hit_test_result(),p["1d"].indices=i,p},e.prototype._get_snap_coord=function(t){var e,i,n,r;for(r=0,e=0,i=t.length;i&gt;e;e++)n=t[e],r+=n;return r/t.length},e.prototype.scx=function(t,e,i){var n,r,s,o,l;if(1===this.sxss[t].length)return this._get_snap_coord(this.sxs[t]);for(o=this.sxss[t],l=this.syss[t],n=r=0,s=o.length;s&gt;=0?s&gt;r:r&gt;s;n=s&gt;=0?++r:--r)if(a.point_in_poly(e,i,o[n],l[n]))return this._get_snap_coord(o[n]);return null},e.prototype.scy=function(t,e,i){var n,r,s,o,l;if(1===this.syss[t].length)return this._get_snap_coord(this.sys[t]);for(o=this.sxss[t],l=this.syss[t],n=r=0,s=o.length;s&gt;=0?s&gt;r:r&gt;s;n=s&gt;=0?++r:--r)if(a.point_in_poly(e,i,o[n],l[n]))return this._get_snap_coord(l[n])},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Patches",e.prototype.coords=[["xs","ys"]],e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,rbush:89,underscore:92}],181:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("rbush"),n=t("./glyph"),a=t("../../common/hittest"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){var t,e,i,n,r;for(e=l(),n=[],t=i=0,r=this.left.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.left[t]+this.right[t]+this.top[t]+this.bottom[t])||n.push([this.left[t],this.bottom[t],this.right[t],this.top[t],{i:t}]);return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;for(l=i.sleft,u=i.sright,h=i.stop,a=i.sbottom,o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(l[n]+h[n]+u[n]+a[n])||(this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,n),t.fillRect(l[n],h[n],u[n]-l[n],a[n]-h[n])),this.visuals.line.do_stroke?(t.beginPath(),t.rect(l[n],h[n],u[n]-l[n],a[n]-h[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke())):o.push(void 0));return o},e.prototype._hit_point=function(t){var e,i,n,r,s,o,l;return i=[t.vx,t.vy],r=i[0],s=i[1],o=this.renderer.xmapper.map_from_target(r,!0),l=this.renderer.ymapper.map_from_target(s,!0),e=function(){var t,e,i,n;for(i=this.index.search([o,l,o,l]),n=[],t=0,e=i.length;e&gt;t;t++)o=i[t],n.push(o[4].i);return n}.call(this),n=a.create_hit_test_result(),n["1d"].indices=e,n},e.prototype.scx=function(t){return(this.sleft[t]+this.sright[t])/2},e.prototype.scy=function(t){return(this.stop[t]+this.sbottom[t])/2},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Quad",e.prototype.coords=[["right","bottom"],["left","top"]],e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,rbush:89,underscore:92}],182:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("rbush"),n=t("./glyph"),a=function(t,e,i){var n,r;return e===(t+i)/2?[t,i]:(r=(t-e)/(t-2*e+i),n=t*Math.pow(1-r,2)+2*e*(1-r)*r+i*Math.pow(r,2),[Math.min(t,i,n),Math.max(t,i,n)])},s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){var t,e,i,n,r,s,o,u,h,c,p;for(e=l(),n=[],t=i=0,r=this.x0.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.x0[t]+this.x1[t]+this.y0[t]+this.y1[t]+this.cx[t]+this.cy[t])||(s=a(this.x0[t],this.cx[t],this.x1[t]),u=s[0],h=s[1],o=a(this.y0[t],this.cy[t],this.y1[t]),c=o[0],p=o[1],n.push([u,c,h,p,{i:t}]));return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(u=i.sx0,c=i.sy0,h=i.sx1,p=i.sy1,a=i.scx,l=i.scy,this.visuals.line.do_stroke){for(o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(u[n]+c[n]+h[n]+p[n]+a[n]+l[n])||(t.beginPath(),t.moveTo(u[n],c[n]),t.quadraticCurveTo(a[n],l[n],h[n],p[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke()));return o}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Quadratic",e.prototype.visuals=["line"],e.prototype.coords=[["x0","y0"],["x1","y1"],["cx","cy"]],e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,rbush:89,underscore:92}],183:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return this.slength=this.sdist(this.renderer.xmapper,this.x,this.length)},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d,f,g;if(d=i.sx,f=i.sy,p=i.slength,n=i.angle,this.visuals.line.do_stroke){for(g=this.renderer.plot_view.frame.get("width"),r=this.renderer.plot_view.frame.get("height"),o=2*(g+r),s=a=0,h=p.length;h&gt;=0?h&gt;a:a&gt;h;s=h&gt;=0?++a:--a)0===p[s]&amp;&amp;(p[s]=o);for(c=[],l=0,u=e.length;u&gt;l;l++)s=e[l],isNaN(d[s]+f[s]+n[s]+p[s])||(t.translate(d[s],f[s]),t.rotate(n[s]),t.beginPath(),t.moveTo(0,0),t.lineTo(p[s],0),this.visuals.line.set_vectorize(t,s),t.stroke(),t.rotate(-n[s]),c.push(t.translate(-d[s],-f[s])));return c}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="Ray",e.prototype.visuals=["line"],e.prototype.distances=["length"],e.prototype.angles=["angle"],e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,underscore:92}],184:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),a=t("../../common/hittest"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._set_data=function(){return this.max_w2=0,"data"===this.distances.width.units&amp;&amp;(this.max_w2=this.max_width/2),this.max_h2=0,"data"===this.distances.height.units?this.max_h2=this.max_height/2:void 0},e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.width.units?this.sw=this.sdist(this.renderer.xmapper,this.x,this.width,"center",this.mget("dilate")):this.sw=this.width,"data"===this.distances.height.units?this.sh=this.sdist(this.renderer.ymapper,this.y,this.height,"center",this.mget("dilate")):this.sh=this.height},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;if(c=i.sx,p=i.sy,h=i.sw,u=i.sh,n=i.angle,this.visuals.fill.do_fill)for(s=0,a=e.length;a&gt;s;s++)r=e[s],isNaN(c[r]+p[r]+h[r]+u[r]+n[r])||(this.visuals.fill.set_vectorize(t,r),n[r]?(t.translate(c[r],p[r]),t.rotate(n[r]),t.fillRect(-h[r]/2,-u[r]/2,h[r],u[r]),t.rotate(-n[r]),t.translate(-c[r],-p[r])):t.fillRect(c[r]-h[r]/2,p[r]-u[r]/2,h[r],u[r]));if(this.visuals.line.do_stroke){for(t.beginPath(),o=0,l=e.length;l&gt;o;o++)r=e[o],isNaN(c[r]+p[r]+h[r]+u[r]+n[r])||0!==h[r]&amp;&amp;0!==u[r]&amp;&amp;(n[r]?(t.translate(c[r],p[r]),t.rotate(n[r]),t.rect(-h[r]/2,-u[r]/2,h[r],u[r]),t.rotate(-n[r]),t.translate(-c[r],-p[r])):t.rect(c[r]-h[r]/2,p[r]-u[r]/2,h[r],u[r]),this.visuals.line.set_vectorize(t,r),t.stroke(),t.beginPath());return t.stroke()}},e.prototype._hit_rect=function(t){var e,i,n,r,s,o,l,u;return e=this.renderer.xmapper.v_map_from_target([t.vx0,t.vx1],!0),s=e[0],o=e[1],i=this.renderer.ymapper.v_map_from_target([t.vy0,t.vy1],!0),l=i[0],u=i[1],n=a.create_hit_test_result(),n["1d"].indices=function(){var t,e,i,n;for(i=this.index.search([s,l,o,u]),n=[],t=0,e=i.length;e&gt;t;t++)r=i[t],n.push(r[4].i);return n}.call(this),n},e.prototype._hit_point=function(t){var e,i,n,r,s,o,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I;for(p=[t.vx,t.vy],b=p[0],k=p[1],T=this.renderer.xmapper.map_from_target(b,!0),P=this.renderer.ymapper.map_from_target(k,!0),"screen"===this.distances.width.units?(w=b-2*this.max_width,x=b+2*this.max_width,d=this.renderer.xmapper.v_map_from_target([w,x],!0),S=d[0],A=d[1]):(S=T-2*this.max_width,A=T+2*this.max_width),"screen"===this.distances.height.units?(M=k-2*this.max_height,C=k+2*this.max_height,f=this.renderer.ymapper.v_map_from_target([M,C],!0),E=f[0],I=f[1]):(E=P-2*this.max_height,I=P+2*this.max_height),r=[],g=function(){var t,e,i,n;for(i=this.index.search([S,E,A,I]),n=[],t=0,e=i.length;e&gt;t;t++)u=i[t],n.push(u[4].i);return n}.call(this),o=0,l=g.length;l&gt;o;o++)s=g[o],v=this.renderer.plot_view.canvas.vx_to_sx(b),y=this.renderer.plot_view.canvas.vy_to_sy(k),this.angle[s]&amp;&amp;(i=Math.sqrt(Math.pow(v-this.sx[s],2)+Math.pow(y-this.sy[s],2)),_=Math.sin(-this.angle[s]),e=Math.cos(-this.angle[s]),h=e*(v-this.sx[s])-_*(y-this.sy[s])+this.sx[s],c=_*(v-this.sx[s])+e*(y-this.sy[s])+this.sy[s],v=h,y=c),D=Math.abs(this.sx[s]-v)&lt;=this.sw[s]/2,n=Math.abs(this.sy[s]-y)&lt;=this.sh[s]/2,n&amp;&amp;D&amp;&amp;r.push(s);return m=a.create_hit_test_result(),m["1d"].indices=r,m},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e.prototype._bounds=function(t){return[[t[0][0]-this.max_w2,t[0][1]+this.max_w2],[t[1][0]-this.max_h2,t[1][1]+this.max_h2]]},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Rect",e.prototype.distances=["width","height"],e.prototype.angles=["angle"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{angle:0,dilate:!1})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"./glyph":158,underscore:92}],185:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),a=t("rbush"),n=t("./glyph"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._index_data=function(){var t,e,i,n,r;for(e=a(),n=[],t=i=0,r=this.x0.length;r&gt;=0?r&gt;i:i&gt;r;t=r&gt;=0?++i:--i)isNaN(this.x0[t]+this.x1[t]+this.y0[t]+this.y1[t])||n.push([this.x0[t],this.y0[t],this.x1[t],this.y1[t],{i:t}]);return e.load(n),e},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h;if(a=i.sx0,u=i.sy0,l=i.sx1,h=i.sy1,this.visuals.line.do_stroke){for(o=[],r=0,s=e.length;s&gt;r;r++)n=e[r],isNaN(a[n]+u[n]+l[n]+h[n])||(t.beginPath(),t.moveTo(a[n],u[n]),t.lineTo(l[n],h[n]),this.visuals.line.set_vectorize(t,n),o.push(t.stroke()));return o}},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_line_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Segment",e.prototype.visuals=["line"],e.prototype.coords=[["x0","y0"],["x1","y1"]],e}(n.Model),e.exports={Model:r,View:s}},{"./glyph":158,rbush:89,underscore:92}],186:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),n=t("./glyph"),a=t("../../common/properties"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.text_props=new a.Text({obj:this.model,prefix:""})},e.prototype._index_data=function(){return this._xy_index()},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(l=i.sx,u=i.sy,c=i.x_offset,p=i.y_offset,n=i.angle,h=i.text,a=[],s=0,o=e.length;o&gt;s;s++)r=e[s],isNaN(l[r]+u[r]+c[r]+p[r]+n[r])||null==h[r]||(t.save(),t.translate(l[r]+c[r],u[r]+p[r]),t.rotate(n[r]),this.visuals.text.set_vectorize(t,r),t.fillText(h[r],0,0),a.push(t.restore()));return a},e.prototype.draw_legend=function(t,e,i,n,r){return t.save(),this.text_props.set_value(t),t.font=this.text_props.font_value(),t.font=t.font.replace(/\b[\d\.]+[\w]+\b/,"10pt"),t.textAlign="right",t.textBaseline="middle",t.fillText("text",i,(n+r)/2),t.restore()},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="Text",e.prototype.visuals=["text"],e.prototype.distances=["x_offset","y_offset"],e.prototype.angles=["angle"],e.prototype.fields=["text:string"],e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{angle:0,x_offset:0,y_offset:0})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/properties":126,"./glyph":158,underscore:92}],187:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},h={}.hasOwnProperty;o=t("underscore"),l=t("../../common/mathutils"),n=t("./glyph"),a=t("../../common/hittest"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype._index_data=function(){return this._xy_index()},e.prototype._map_data=function(){return"data"===this.distances.radius.units?this.sradius=this.sdist(this.renderer.xmapper,this.x,this.radius):this.sradius=this.radius},e.prototype._render=function(t,e,i){var n,r,s,o,a,l,u,h,c,p;for(c=i.sx,p=i.sy,u=i.sradius,h=i.start_angle,r=i.end_angle,n=i.direction,l=[],o=0,a=e.length;a&gt;o;o++)s=e[o],isNaN(c[s]+p[s]+u[s]+h[s]+r[s]+n[s])||(t.beginPath(),t.arc(c[s],p[s],u[s],h[s],r[s],n[s]),t.lineTo(c[s],p[s]),t.closePath(),this.visuals.fill.do_fill&amp;&amp;(this.visuals.fill.set_vectorize(t,s),t.fill()),this.visuals.line.do_stroke?(this.visuals.line.set_vectorize(t,s),l.push(t.stroke())):l.push(void 0));return l},e.prototype._hit_point=function(t){var e,i,n,r,s,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F;for(g=[t.vx,t.vy],T=g[0],P=g[1],N=this.renderer.xmapper.map_from_target(T,!0),j=this.renderer.ymapper.map_from_target(P,!0),"data"===this.distances.radius.units?(R=N-this.max_radius,z=N+this.max_radius,O=j-this.max_radius,F=j+this.max_radius):(S=T-this.max_radius,A=T+this.max_radius,m=this.renderer.xmapper.v_map_from_target([S,A],!0),R=m[0],z=m[1],E=P-this.max_radius,I=P+this.max_radius,_=this.renderer.ymapper.v_map_from_target([E,I],!0),O=_[0],F=_[1]),i=[],v=function(){var t,e,i,n;for(i=this.index.search([R,O,z,F]),n=[],t=0,e=i.length;e&gt;t;t++)d=i[t],n.push(d[4].i);return n}.call(this),u=0,c=v.length;c&gt;u;u++)s=v[u],f=Math.pow(this.sradius[s],2),x=this.renderer.xmapper.map_to_target(N,!0),k=this.renderer.xmapper.map_to_target(this.x[s],!0),C=this.renderer.ymapper.map_to_target(j,!0),D=this.renderer.ymapper.map_to_target(this.y[s],!0),n=Math.pow(x-k,2)+Math.pow(C-D,2),f&gt;=n&amp;&amp;i.push([s,n]);for(r=[],h=0,p=i.length;p&gt;h;h++)y=i[h],s=y[0],n=y[1],w=this.renderer.plot_view.canvas.vx_to_sx(T),M=this.renderer.plot_view.canvas.vy_to_sy(P),e=Math.atan2(M-this.sy[s],w-this.sx[s]),l.angle_between(-e,-this.start_angle[s],-this.end_angle[s],this.direction[s])&amp;&amp;r.push([s,n]);return b=a.create_hit_test_result(),b["1d"].indices=o.chain(r).sortBy(function(t){return t[1]}).map(function(t){return t[0]}).value(),b},e.prototype.draw_legend=function(t,e,i,n,r){return this._generic_area_legend(t,e,i,n,r)},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return u(e,t),e.prototype.default_view=s,e.prototype.type="Wedge",e.prototype.distances=["radius"],e.prototype.angles=["start_angle","end_angle"],e.prototype.fields=["direction:direction"],e.prototype.display_defaults=function(){return o.extend({},e.__super__.display_defaults.call(this),{direction:"anticlock"})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/hittest":116,"../../common/mathutils":120,"./glyph":158,underscore:92}],188:[function(t,e,i){(function(i){var n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C=function(t,e){function i(){this.constructor=t}for(var n in e)D.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},D={}.hasOwnProperty;f=t("underscore"),w=null!=i._bokehTest?i._bokehTest.kiwi:t("kiwi"),l=t("../../common/has_parent"),h=t("../../common/layout_box"),x=t("../../common/logging").logger,p=t("../../common/plot_widget"),M=t("../../common/properties"),k=Math.PI/2,n="alphabetic",c="middle",a="hanging",u="left",d="right",o="center",v={above:{parallel:0,normal:-k,horizontal:0,vertical:-k},below:{parallel:0,normal:k,horizontal:0,vertical:k},left:{parallel:-k,normal:0,horizontal:0,vertical:-k},right:{parallel:k,normal:0,horizontal:0,vertical:k}},b={above:{parallel:n,normal:c,horizontal:n,vertical:c},below:{parallel:a,normal:c,horizontal:a,vertical:c},left:{parallel:n,normal:c,horizontal:c,vertical:n},right:{parallel:n,normal:c,horizontal:c,vertical:n}},g={above:{parallel:o,normal:u,horizontal:o,vertical:u},below:{parallel:o,normal:u,horizontal:o,vertical:d},left:{parallel:o,normal:d,horizontal:d,vertical:o},right:{parallel:o,normal:u,horizontal:u,vertical:o}},m={above:d,below:u,left:d,right:u},_={above:u,below:d,left:d,right:u},y=function(t,e,i){var n,r;return f.isString(i)?(r=b[e][i],n=g[e][i]):0===i?(r=b[e][i],n=g[e][i]):0&gt;i?(r="middle",n=m[e]):i&gt;0&amp;&amp;(r="middle",n=_[e]),t.textBaseline=r,t.textAlign=n},s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return C(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.rule_props=new M.Line({obj:this.model,prefix:"axis_"}),this.major_tick_props=new M.Line({obj:this.model,prefix:"major_tick_"}),this.minor_tick_props=new M.Line({obj:this.model,prefix:"minor_tick_"}),this.major_label_props=new M.Text({obj:this.model,prefix:"major_label_"}),this.axis_label_props=new M.Text({obj:this.model,prefix:"axis_label_"}),this.x_range_name=this.mget("x_range_name"),this.y_range_name=this.mget("y_range_name")},e.prototype.render=function(){var t;if(this.mget("visible"))return t=this.plot_view.canvas_view.ctx,t.save(),this._draw_rule(t),this._draw_major_ticks(t),this._draw_minor_ticks(t),this._draw_major_labels(t),this._draw_axis_label(t),t.restore()},e.prototype.bind_bokeh_events=function(){return this.listenTo(this.model,"change",this.plot_view.request_render)},e.prototype._draw_rule=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m;if(this.rule_props.do_stroke){for(o=e=this.mget("rule_coords"),d=o[0],g=o[1],a=this.plot_view.map_to_screen(d,g,this.x_range_name,this.y_range_name),c=a[0],p=a[1],l=this.mget("normals"),r=l[0],s=l[1],u=this.mget("offsets"),f=u[0],m=u[1],this.rule_props.set_value(t),t.beginPath(),t.moveTo(Math.round(c[0]+r*f),Math.round(p[0]+s*m)),i=n=1,h=c.length;h&gt;=1?h&gt;n:n&gt;h;i=h&gt;=1?++n:--n)t.lineTo(Math.round(c[i]+r*f),Math.round(p[i]+s*m));return t.stroke()}},e.prototype._draw_major_ticks=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y;if(this.major_tick_props.do_stroke){for(e=this.mget("tick_coords"),o=e.major,m=o[0],v=o[1],a=this.plot_view.map_to_screen(m,v,this.x_range_name,this.y_range_name),p=a[0],d=a[1],l=this.mget("normals"),r=l[0],s=l[1],u=this.mget("offsets"),_=u[0],y=u[1],f=this.mget("major_tick_in"),g=this.mget("major_tick_out"),this.major_tick_props.set_value(t),c=[],i=n=0,h=p.length;h&gt;=0?h&gt;n:n&gt;h;i=h&gt;=0?++n:--n)t.beginPath(),t.moveTo(Math.round(p[i]+r*g+r*_),Math.round(d[i]+s*g+s*y)),t.lineTo(Math.round(p[i]-r*f+r*_),Math.round(d[i]-s*f+s*y)),c.push(t.stroke());return c}},e.prototype._draw_minor_ticks=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y;if(this.minor_tick_props.do_stroke){for(e=this.mget("tick_coords"),o=e.minor,m=o[0],v=o[1],a=this.plot_view.map_to_screen(m,v,this.x_range_name,this.y_range_name),p=a[0],d=a[1],l=this.mget("normals"),r=l[0],s=l[1],u=this.mget("offsets"),_=u[0],y=u[1],f=this.mget("minor_tick_in"),g=this.mget("minor_tick_out"),this.minor_tick_props.set_value(t),c=[],i=n=0,h=p.length;h&gt;=0?h&gt;n:n&gt;h;i=h&gt;=0?++n:--n)t.beginPath(),t.moveTo(Math.round(p[i]+r*g+r*_),Math.round(d[i]+s*g+s*y)),t.lineTo(Math.round(p[i]-r*f+r*_),Math.round(d[i]-s*f+s*y)),c.push(t.stroke());return c}},e.prototype._draw_major_labels=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,g,m,_,b,w,x,k,M,C,D;for(i=this.mget("tick_coords"),h=i.major,k=h[0],C=h[1],c=this.plot_view.map_to_screen(k,C,this.x_range_name,this.y_range_name),w=c[0],x=c[1],p=this.mget("normals"),a=p[0],l=p[1],d=this.mget("offsets"),M=d[0],D=d[1],n=this.mget("dimension"),_=this.mget("location"),u=this.mget("major_label_orientation"),e=f.isString(u)?v[_][u]:-u,b=this.model._tick_extent(this)+this.mget("major_label_standoff"),o=this.mget("formatter").format(i.major[n]),this.major_label_props.set_value(t),y(t,_,u),m=[],r=s=0,g=w.length;g&gt;=0?g&gt;s:s&gt;g;r=g&gt;=0?++s:--s)e?(t.translate(w[r]+a*b+a*M,x[r]+l*b+l*D),t.rotate(e),t.fillText(o[r],0,0),t.rotate(-e),m.push(t.translate(-w[r]-a*b+a*M,-x[r]-l*b+l*D))):m.push(t.fillText(o[r],Math.round(w[r]+a*b+a*M),Math.round(x[r]+l*b+l*D)));return m},e.prototype._draw_axis_label=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_;return i=this.mget("axis_label"),null!=i?(o=this.mget("rule_coords"),f=o[0],m=o[1],a=this.plot_view.map_to_screen(f,m,this.x_range_name,this.y_range_name),p=a[0],d=a[1],l=this.mget("normals"),n=l[0],r=l[1],u=this.mget("offsets"),g=u[0],_=u[1],h=this.mget("location"),s="parallel",e=v[h][s],c=this.model._tick_extent(this)+this.model._tick_label_extent(this)+this.mget("axis_label_standoff"),p=(p[0]+p[p.length-1])/2,d=(d[0]+d[d.length-1])/2,this.axis_label_props.set_value(t),y(t,h,s),e?(t.translate(p+n*c+n*g,d+r*c+r*_),t.rotate(e),t.fillText(i,0,0),t.rotate(-e),t.translate(-p-n*c+n*g,-d-r*c+r*_)):t.fillText(i,p+n*c+n*g,d+r*c+r*_)):void 0},e}(p),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return C(e,t),e.prototype.default_view=s,e.prototype.type="Axis",e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("computed_bounds",this._computed_bounds,!1),this.add_dependencies("computed_bounds",this,["bounds"]),this.add_dependencies("computed_bounds",this.get("plot"),["x_range","y_range"]),
this.register_property("rule_coords",this._rule_coords,!1),this.add_dependencies("rule_coords",this,["computed_bounds","side"]),this.register_property("tick_coords",this._tick_coords,!1),this.add_dependencies("tick_coords",this,["computed_bounds","location"]),this.register_property("ranges",this._ranges,!0),this.register_property("normals",function(){return this._normals},!0),this.register_property("dimension",function(){return this._dim},!0),this.register_property("offsets",this._offsets,!0)},e.prototype.initialize_layout=function(t){var e,i;return e=new h.Model({solver:t}),this.panel=e,this._top=e._top,this._bottom=e._bottom,this._left=e._left,this._right=e._right,this._width=e._width,this._height=e._height,i=this.get("location"),"above"===i?(this._dim=0,this._normals=[0,-1],this._size=e._height,this._anchor=e._bottom):"below"===i?(this._dim=0,this._normals=[0,1],this._size=e._height,this._anchor=e._top):"left"===i?(this._dim=1,this._normals=[-1,0],this._size=e._width,this._anchor=e._right):"right"===i?(this._dim=1,this._normals=[1,0],this._size=e._width,this._anchor=e._left):x.error("unrecognized side: '"+i+"'")},e.prototype.update_layout=function(t,e){var i;return i=this.get("visible")?this._tick_extent(t)+this._tick_label_extent(t)+this._axis_label_extent(t):0,null==this._last_size&amp;&amp;(this._last_size=-1),i!==this._last_size?(this._last_size=i,null!=this._size_constraint&amp;&amp;e.remove_constraint(this._size_constraint),this._size_constraint=new w.Constraint(new w.Expression(this._size,-i),w.Operator.Eq),e.add_constraint(this._size_constraint)):void 0},e.prototype._offsets=function(){var t,e,i,n,r;return i=this.get("location"),e=[0,0],n=e[0],r=e[1],t=this.get("plot").get("frame"),"below"===i?r=Math.abs(this.panel.get("top")-t.get("bottom")):"above"===i?r=Math.abs(this.panel.get("bottom")-t.get("top")):"right"===i?n=Math.abs(this.panel.get("left")-t.get("right")):"left"===i&amp;&amp;(n=Math.abs(this.panel.get("right")-t.get("left"))),[n,r]},e.prototype._ranges=function(){var t,e,i,n;return e=this.get("dimension"),i=(e+1)%2,t=this.get("plot").get("frame"),n=[t.get("x_ranges")[this.get("x_range_name")],t.get("y_ranges")[this.get("y_range_name")]],[n[e],n[i]]},e.prototype._computed_bounds=function(){var t,e,i,n,r,s,o,a;return r=this.get("ranges"),i=r[0],t=r[1],a=null!=(s=this.get("bounds"))?s:"auto",n=[i.get("min"),i.get("max")],"auto"===a?n:f.isArray(a)?(Math.abs(a[0]-a[1])&gt;Math.abs(n[0]-n[1])?(o=Math.max(Math.min(a[0],a[1]),n[0]),e=Math.min(Math.max(a[0],a[1]),n[1])):(o=Math.min(a[0],a[1]),e=Math.max(a[0],a[1])),[o,e]):(x.error("user bounds '"+a+"' not understood"),null)},e.prototype._rule_coords=function(){var t,e,i,n,r,s,o,a,l,u,h,c;return n=this.get("dimension"),r=(n+1)%2,a=this.get("ranges"),o=a[0],e=a[1],l=this.get("computed_bounds"),u=l[0],i=l[1],h=new Array(2),c=new Array(2),t=[h,c],s=this._get_loc(e),t[n][0]=Math.max(u,o.get("min")),t[n][1]=Math.min(i,o.get("max")),t[n][0]&gt;t[n][1]&amp;&amp;(t[n][0]=t[n][1]=NaN),t[r][0]=s,t[r][1]=s,t},e.prototype._tick_coords=function(){var t,e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T;if(n=this.get("dimension"),s=(n+1)%2,v=this.get("ranges"),g=v[0],e=v[1],y=this.get("computed_bounds"),M=y[0],i=y[1],C=this.get("ticker").get_ticks(M,i,g,{}),h=C.major,f=C.minor,l=this._get_loc(e),D=[],T=[],t=[D,T],p=[],d=[],c=[p,d],"FactorRange"===g.type)for(r=o=0,b=h.length;b&gt;=0?b&gt;o:o&gt;b;r=b&gt;=0?++o:--o)t[n].push(h[r]),t[s].push(l);else{for(w=[g.get("min"),g.get("max")],_=w[0],m=w[1],r=a=0,x=h.length;x&gt;=0?x&gt;a:a&gt;x;r=x&gt;=0?++a:--a)h[r]&lt;_||h[r]&gt;m||(t[n].push(h[r]),t[s].push(l));for(r=u=0,k=f.length;k&gt;=0?k&gt;u:u&gt;k;r=k&gt;=0?++u:--u)f[r]&lt;_||f[r]&gt;m||(c[n].push(f[r]),c[s].push(l))}return{major:t,minor:c}},e.prototype._get_loc=function(t){var e,i,n,r;return i=t.get("start"),e=t.get("end"),r=this.get("location"),"left"===r||"below"===r?n="start":("right"===r||"above"===r)&amp;&amp;(n="end"),t.get(n)},e.prototype._tick_extent=function(t){return this.get("major_tick_out")},e.prototype._tick_label_extent=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,g,m,_,y,b,w;for(o=0,s=this.get("dimension"),r=t.plot_view.canvas_view.ctx,n=this.get("tick_coords").major,_=this.get("location"),d=this.get("major_label_orientation"),p=this.get("formatter").format(n[s]),t.major_label_props.set_value(r),f.isString(d)?(u=1,e=v[_][d]):(u=2,e=-d),e=Math.abs(e),i=Math.cos(e),m=Math.sin(e),"above"===_||"below"===_?(w=m,l=i):(w=i,l=m),h=c=0,g=p.length;g&gt;=0?g&gt;c:c&gt;g;h=g&gt;=0?++c:--c)null!=p[h]&amp;&amp;(b=1.1*r.measureText(p[h]).width,a=.9*r.measureText(p[h]).ascent,y=b*w+a/u*l,y&gt;o&amp;&amp;(o=y));return o&gt;0&amp;&amp;(o+=this.get("major_label_standoff")),o},e.prototype._axis_label_extent=function(t){var e,i,n,r,s,o,a,l,u;return r=0,l=this.get("location"),o="parallel",n=t.plot_view.canvas_view.ctx,t.axis_label_props.set_value(n),e=Math.abs(v[l][o]),i=Math.cos(e),a=Math.sin(e),this.get("axis_label")&amp;&amp;(r+=this.get("axis_label_standoff"),t.axis_label_props.set_value(n),u=1.1*n.measureText(this.get("axis_label")).width,s=.9*n.measureText(this.get("axis_label")).ascent,r+="above"===l||"below"===l?u*a+s*i:u*i+s*a),r},e.prototype.defaults=function(){return f.extend({},e.__super__.defaults.call(this),{x_range_name:"default",y_range_name:"default"})},e.prototype.display_defaults=function(){return f.extend({},e.__super__.display_defaults.call(this),{level:"overlay",visible:!0,axis_line_color:"black",axis_line_width:1,axis_line_alpha:1,axis_line_join:"miter",axis_line_cap:"butt",axis_line_dash:[],axis_line_dash_offset:0,major_tick_in:2,major_tick_out:6,major_tick_line_color:"black",major_tick_line_width:1,major_tick_line_alpha:1,major_tick_line_join:"miter",major_tick_line_cap:"butt",major_tick_line_dash:[],major_tick_line_dash_offset:0,minor_tick_in:0,minor_tick_out:4,minor_tick_line_color:"black",minor_tick_line_width:1,minor_tick_line_alpha:1,minor_tick_line_join:"miter",minor_tick_line_cap:"butt",minor_tick_line_dash:[],minor_tick_line_dash_offset:0,major_label_standoff:5,major_label_orientation:"horizontal",major_label_text_font:"helvetica",major_label_text_font_size:"10pt",major_label_text_font_style:"normal",major_label_text_color:"#444444",major_label_text_alpha:1,major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label:"",axis_label_standoff:5,axis_label_text_font:"helvetica",axis_label_text_font_size:"16pt",axis_label_text_font_style:"normal",axis_label_text_color:"#444444",axis_label_text_alpha:1,axis_label_text_align:"center",axis_label_text_baseline:"alphabetic"})},e}(l),e.exports={Model:r,View:s}}).call(this,"undefined"!=typeof global?global:"undefined"!=typeof self?self:"undefined"!=typeof window?window:{})},{"../../common/has_parent":114,"../../common/layout_box":117,"../../common/logging":119,"../../common/plot_widget":125,"../../common/properties":126,kiwi:303,underscore:92}],189:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("../../common/logging").logger,n=t("./axis"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e}(n.View),r=function(e){function i(){return i.__super__.constructor.apply(this,arguments)}return a(i,e),i.prototype.default_view=s,i.prototype.type="CategoricalAxis",i.prototype.initialize=function(e,n){var r;return i.__super__.initialize.call(this,e,n),r=t("../../common/base").Collections,null==this.get("ticker")&amp;&amp;this.set_obj("ticker",r("CategoricalTicker").create()),null==this.get("formatter")?this.set_obj("formatter",r("CategoricalTickFormatter").create()):void 0},i.prototype._computed_bounds=function(){var t,e,i,n,r,s;return n=this.get("ranges"),e=n[0],t=n[1],s=null!=(r=this.get("bounds"))?r:"auto",i=[e.get("min"),e.get("max")],"auto"!==s&amp;&amp;o.warn("Categorical Axes only support user_bounds='auto', ignoring"),i},i}(n.Model),e.exports={Model:r,View:s}},{"../../common/base":99,"../../common/logging":119,"./axis":188}],190:[function(t,e,i){var n,r,s,o,a,l,u=function(t,e){function i(){this.constructor=t}for(var n in e)h.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new 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this.listenTo(this.model,"change",this.request_render)},e.prototype._draw_regions=function(t){var e,i,n,r,s,o,a,l,u,h,c,p;if(this.band_props.do_fill)for(n=this.mget("grid_coords"),c=n[0],p=n[1],this.band_props.set_value(t),e=i=0,r=c.length-1;r&gt;=0?r&gt;i:i&gt;r;e=r&gt;=0?++i:--i)e%2===1&amp;&amp;(s=this.plot_view.map_to_screen(c[e],p[e],this.x_range_name,this.y_range_name),a=s[0],u=s[1],o=this.plot_view.map_to_screen(c[e+1],p[e+1],this.x_range_name,this.y_range_name),l=o[0],h=o[1],t.fillRect(a[0],u[0],l[1]-a[0],h[1]-u[0]),t.fill())},e.prototype._draw_grids=function(t){var e,i,n;if(this.grid_props.do_stroke)return e=this.mget("grid_coords"),i=e[0],n=e[1],this._draw_grid_helper(t,this.grid_props,i,n)},e.prototype._draw_minor_grids=function(t){var e,i,n;if(this.minor_grid_props.do_stroke)return e=this.mget("minor_grid_coords"),i=e[0],n=e[1],this._draw_grid_helper(t,this.minor_grid_props,i,n)},e.prototype._draw_grid_helper=function(t,e,i,n){var 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e.__super__.initialize.call(this,t,i),this.register_property("computed_bounds",this._bounds,!1),this.add_dependencies("computed_bounds",this,["bounds"]),this.register_property("grid_coords",this._grid_coords,!1),this.add_dependencies("grid_coords",this,["computed_bounds","dimension","ticker"]),this.register_property("minor_grid_coords",this._minor_grid_coords,!1),this.add_dependencies("minor_grid_coords",this,["computed_bounds","dimension","ticker"]),this.register_property("ranges",this._ranges,!0)},e.prototype._ranges=function(){var t,e,i,n;return e=this.get("dimension"),i=(e+1)%2,t=this.get("plot").get("frame"),n=[t.get("x_ranges")[this.get("x_range_name")],t.get("y_ranges")[this.get("y_range_name")]],[n[e],n[i]]},e.prototype._bounds=function(){var t,e,i,n,r,s,o,l;return r=this.get("ranges"),i=r[0],t=r[1],l=null!=(s=this.get("bounds"))?s:"auto",n=[i.get("min"),i.get("max")],a.isArray(l)?(o=Math.min(l[0],l[1]),e=Math.max(l[0],l[1]),o&lt;n[0]?o=n[0]:o&gt;n[1]&amp;&amp;(o=null),e&gt;n[1]?e=n[1]:e&lt;n[0]&amp;&amp;(e=null)):(o=n[0],e=n[1]),[o,e]},e.prototype._grid_coords=function(){return this._grid_coords_helper("major")},e.prototype._minor_grid_coords=function(){return this._grid_coords_helper("minor")},e.prototype._grid_coords_helper=function(t){var 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i=this.plot_view.canvas,n=[i.sx_to_vx(t.bokeh.sx),i.sy_to_vy(t.bokeh.sy)],s=this.plot_model.get("frame"),r=this.mget("dimensions"),o=this.model._get_dim_limits(this._baseboint,n,s,r),l=o[0],u=o[1],e=null!=(a=t.srcEvent.shiftKey)?a:!1,this._select(l,u,!0,e),this.mget("overlay").set("data",{}),this._baseboint=null,null},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h,c,p,d,f;for(c=t[0],p=t[1],d=e[0],f=e[1],null==n&amp;&amp;(n=!1),s={type:"rect",vx0:c,vx1:p,vy0:d,vy1:f},u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],r=l.get("data_source"),h=r.get("selection_manager"),h.select(this,this.plot_view.renderers[l.id],s,i,n);return null!=this.mget("callback")&amp;&amp;this._emit_callback(s),this._save_geometry(s,i,n),null},e.prototype._emit_callback=function(t){var e,i,n,r,s;n=this.mget("renderers")[0],e=this.plot_model.get("canvas"),i=this.plot_model.get("frame"),t.sx0=e.vx_to_sx(t.vx0),t.sx1=e.vx_to_sx(t.vx1),t.sy0=e.vy_to_sy(t.vy0),t.sy1=e.vy_to_sy(t.vy1),r=i.get("x_mappers")[n.get("x_range_name")],s=i.get("y_mappers")[n.get("y_range_name")],t.x0=r.map_from_target(t.vx0),t.x1=r.map_from_target(t.vx1),t.y0=s.map_from_target(t.vy0),t.y1=s.map_from_target(t.vy1),this.mget("callback").execute(this.model,{geometry:t})},e}(o.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="BoxSelectTool",e.prototype.tool_name="Box Select",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=30,e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip(this.get("tool_name"),this._check_dims(this.get("dimensions"),"box select tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"]),this.set("overlay",new s.Model),n=this.get("plot").get("renderers"),n.push(this.get("overlay")),this.get("plot").set("renderers",n)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"],select_every_mousemove:!1})},e}(o.Model),e.exports={Model:n,View:r}},{"../../renderer/overlay/box_selection":194,"./select_tool":240,underscore:92}],234:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),n=t("../../renderer/overlay/box_selection"),o=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._pan_start=function(t){var e;return e=this.plot_view.canvas,this._baseboint=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],null},e.prototype._pan=function(t){var e,i,n,r,s,o,a;return e=this.plot_view.canvas,i=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],r=this.plot_model.get("frame"),n=this.mget("dimensions"),s=this.model._get_dim_limits(this._baseboint,i,r,n),o=s[0],a=s[1],this.mget("overlay").set("data",{vxlim:o,vylim:a}),null},e.prototype._pan_end=function(t){var e,i,n,r,s,o,a;return e=this.plot_view.canvas,i=[e.sx_to_vx(t.bokeh.sx),e.sy_to_vy(t.bokeh.sy)],r=this.plot_model.get("frame"),n=this.mget("dimensions"),s=this.model._get_dim_limits(this._baseboint,i,r,n),o=s[0],a=s[1],this._update(o,a),this.mget("overlay").set("data",{}),this._baseboint=null,null},e.prototype._update=function(t,e){var i,n,r,s,o,a,l,u,h,c,p;if(!(Math.abs(t[1]-t[0])&lt;=5||Math.abs(e[1]-e[0])&lt;=5)){h={},s=this.plot_view.frame.get("x_mappers");for(r in s)n=s[r],o=n.v_map_from_target(t,!0),u=o[0],i=o[1],h[r]={start:u,end:i};c={},a=this.plot_view.frame.get("y_mappers");for(r in a)n=a[r],l=n.v_map_from_target(e,!0),u=l[0],i=l[1],c[r]={start:u,end:i};return p={xrs:h,yrs:c},this.plot_view.update_range(p)}},e}(o.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="BoxZoomTool",e.prototype.tool_name="Box Zoom",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=20,e.prototype.initialize=function(t,i){var r;return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip(this.get("tool_name"),this._check_dims(this.get("dimensions"),"box zoom tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"]),this.set("overlay",new n.Model),r=this.get("plot").get("renderers"),r.push(this.get("overlay")),this.get("plot").set("renderers",r)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"]})},e}(o.Model),e.exports={Model:r,View:s}},{"../../renderer/overlay/box_selection":194,"./gesture_tool":235,underscore:92}],235:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),n=t("../button_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._clicked=function(){return this.model.set("active",!0)},e}(n.ButtonView),o=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{event_type:this.event_type,default_order:this.default_order})},e}(n.Model),e.exports={Model:r,View:o,ButtonView:s}},{"../button_tool":231,underscore:92}],236:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),s=t("../../renderer/overlay/poly_selection"),o=t("./select_tool"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.listenTo(this.model,"change:active",this._active_change),this.data=null},e.prototype._active_change=function(){return this.mget("active")?void 0:this._clear_overlay()},e.prototype._keyup=function(t){return 13===t.keyCode?this._clear_overlay():void 0},e.prototype._pan_start=function(t){var e,i,n;return e=this.plot_view.canvas,i=e.sx_to_vx(t.bokeh.sx),n=e.sy_to_vy(t.bokeh.sy),this.data={vx:[i],vy:[n]},null},e.prototype._pan=function(t){var e,i,n,r,s,o,l;return i=this.plot_view.canvas,o=i.sx_to_vx(t.bokeh.sx),l=i.sy_to_vy(t.bokeh.sy),this.data.vx.push(o),this.data.vy.push(l),r=this.mget("overlay"),n={},n.vx=a.clone(this.data.vx),n.vy=a.clone(this.data.vy),r.set("data",n),this.mget("select_every_mousemove")?(e=null!=(s=t.srcEvent.shiftKey)?s:!1,this._select(this.data.vx,this.data.vy,!1,e)):void 0},e.prototype._pan_end=function(t){var e,i;return this._clear_overlay(),e=null!=(i=t.srcEvent.shiftKey)?i:!1,this._select(this.data.vx,this.data.vy,!0,e)},e.prototype._clear_overlay=function(){return this.mget("overlay").set("data",null)},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h;for(s={type:"poly",vx:t,vy:e},u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],r=l.get("data_source"),h=r.get("selection_manager"),h.select(this,this.plot_view.renderers[l.id],s,i,n);return this._save_geometry(s,i,n),null},e}(o.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="LassoSelectTool",e.prototype.tool_name="Lasso Select",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=12,e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.set("overlay",new s.Model({line_width:2})),n=this.get("plot").get("renderers"),n.push(this.get("overlay")),this.get("plot").set("renderers",n)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{select_every_mousemove:!0})},e}(o.Model),e.exports={Model:n,View:r}},{"../../renderer/overlay/poly_selection":195,"./select_tool":240,underscore:92}],237:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),
n=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._pan_start=function(t){var e,i,n,r,s,o;return this.last_dx=0,this.last_dy=0,e=this.plot_view.canvas,i=this.plot_view.frame,s=e.sx_to_vx(t.bokeh.sx),o=e.sy_to_vy(t.bokeh.sy),i.contains(s,o)||(n=i.get("h_range"),r=i.get("v_range"),(s&lt;n.get("start")||s&gt;n.get("end"))&amp;&amp;(this.v_axis_only=!0),(o&lt;r.get("start")||o&gt;r.get("end"))&amp;&amp;(this.h_axis_only=!0)),this.plot_view.interactive_timestamp=Date.now()},e.prototype._pan=function(t){return this._update(t.deltaX,-t.deltaY),this.plot_view.interactive_timestamp=Date.now()},e.prototype._pan_end=function(t){return this.h_axis_only=!1,this.v_axis_only=!1},e.prototype._update=function(t,e){var i,n,r,s,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A;r=this.plot_view.frame,u=t-this.last_dx,h=e-this.last_dy,s=o.clone(r.get("h_range")),x=s.get("start")-u,w=s.get("end")-u,T=o.clone(r.get("v_range")),D=T.get("start")-h,C=T.get("end")-h,i=this.mget("dimensions"),i.indexOf("width")&gt;-1&amp;&amp;!this.v_axis_only?(y=x,b=w,m=-u):(y=s.get("start"),b=s.get("end"),m=0),i.indexOf("height")&gt;-1&amp;&amp;!this.h_axis_only?(k=D,M=C,_=h):(k=T.get("start"),M=T.get("end"),_=0),this.last_dx=t,this.last_dy=e,S={},p=r.get("x_mappers");for(l in p)a=p[l],d=a.v_map_from_target([y,b],!0),v=d[0],n=d[1],S[l]={start:v,end:n};A={},f=r.get("y_mappers");for(l in f)a=f[l],g=a.v_map_from_target([k,M],!0),v=g[0],n=g[1],A[l]={start:v,end:n};return c={xrs:S,yrs:A,sdx:m,sdy:_},this.plot_view.update_range(c),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="PanTool",e.prototype.tool_name="Pan",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=10,e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip("Pan",this._check_dims(this.get("dimensions"),"pan tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"])},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"]})},e}(n.Model),e.exports={Model:r,View:s}},{"./gesture_tool":235,underscore:92}],238:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),s=t("../../renderer/overlay/poly_selection"),o=t("./select_tool"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t){return e.__super__.initialize.call(this,t),this.listenTo(this.model,"change:active",this._active_change),this.data=null},e.prototype._active_change=function(){return this.mget("active")?void 0:this._clear_data()},e.prototype._keyup=function(t){return 13===t.keyCode?this._clear_data():void 0},e.prototype._doubletap=function(t){var e,i;return e=null!=(i=t.srcEvent.shiftKey)?i:!1,this._select(this.data.vx,this.data.vy,!0,e),this._clear_data()},e.prototype._clear_data=function(){return this.data=null,this.mget("overlay").set("data",null)},e.prototype._tap=function(t){var e,i,n,r,s;return e=this.plot_view.canvas,r=e.sx_to_vx(t.bokeh.sx),s=e.sy_to_vy(t.bokeh.sy),null==this.data?(this.data={vx:[r],vy:[s]},null):(this.data.vx.push(r),this.data.vy.push(s),n=this.mget("overlay"),i={},i.vx=a.clone(this.data.vx),i.vy=a.clone(this.data.vy),n.set("data",i))},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h;for(s={type:"poly",vx:t,vy:e},u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],r=l.get("data_source"),h=r.get("selection_manager"),h.select(this,this.plot_view.renderers[l.id],s,i,n);return this._save_geometry(s,i,n),null},e}(o.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="PolySelectTool",e.prototype.tool_name="Poly Select",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="tap",e.prototype.default_order=11,e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.set("overlay",new s.Model),n=this.get("plot").get("renderers"),n.push(this.get("overlay")),this.get("plot").set("renderers",n)},e}(o.Model),e.exports={Model:n,View:r}},{"../../renderer/overlay/poly_selection":195,"./select_tool":240,underscore:92}],239:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.className="bk-resize-popup",e.prototype.initialize=function(t){var i;return e.__super__.initialize.call(this,t),i=this.plot_view.$el.find("div.bk-canvas-wrapper"),this.$el.appendTo(i),this.$el.hide(),this.active=!1,null},e.prototype.activate=function(){return this.active=!0,this.render(),null},e.prototype.deactivate=function(){return this.active=!1,this.render(),null},e.prototype.render=function(t){var e,i,n,r;return this.active?(e=this.plot_view.canvas,i=this.plot_view.frame,n=e.vx_to_sx(i.get("h_range").get("end")-40),r=e.vy_to_sy(i.get("v_range").get("start")+40),this.$el.attr("style","position:absolute; top:"+r+"px; left:"+n+"px;"),this.$el.show()):this.$el.hide(),this},e.prototype._pan_start=function(t){var e;return e=this.plot_view.canvas,this.ch=e.get("height"),this.cw=e.get("width"),this.plot_view.interactive_timestamp=Date.now(),null},e.prototype._pan=function(t){return this._update(t.deltaX,t.deltaY),this.plot_view.interactive_timestamp=Date.now(),null},e.prototype._update=function(t,e){var i;return this.plot_view.pause(),i=this.plot_view.canvas,i._set_dims([this.cw+t,this.ch+e]),this.plot_view.unpause(),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="ResizeTool",e.prototype.tool_name="Resize",e.prototype.icon="data:image/png;base64,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",e.prototype.event_type="pan",e.prototype.default_order=40,e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{level:"overlay",data:{}})},e}(n.Model),e.exports={Model:r,View:s}},{"./gesture_tool":235,underscore:92}],240:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),a=t("../../common/logging").logger,n=t("./gesture_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._keyup=function(t){var e,i,n,r,s,o,a;if(27===t.keyCode){for(s=this.mget("renderers"),o=[],i=0,n=s.length;n&gt;i;i++)r=s[i],e=r.get("data_source"),a=e.get("selection_manager"),o.push(a.clear());return o}},e.prototype._save_geometry=function(t,e,i){var n,r,s,l,u,h,c,p;if(n=o.clone(t),c=this.plot_view.frame.get("x_mappers")["default"],p=this.plot_view.frame.get("y_mappers")["default"],"point"===n.type)n.x=c.map_from_target(n.vx),n.y=p.map_from_target(n.vy);else if("rect"===n.type)n.x0=c.map_from_target(n.vx0),n.y0=p.map_from_target(n.vy0),n.x1=c.map_from_target(n.vx1),n.y1=p.map_from_target(n.vy1);else if("poly"===n.type)for(n.x=new Array(n.vx.length),n.y=new Array(n.vy.length),s=l=0,u=n.vx.length;u&gt;=0?u&gt;l:l&gt;u;s=u&gt;=0?++l:--l)n.x[s]=c.map_from_target(n.vx[s]),n.y[s]=p.map_from_target(n.vy[s]);else a.debug("Unrecognized selection geometry type: '"+n.type+"'");return e&amp;&amp;(h=this.plot_model.get("tool_events"),i?(r=h.get("geometries"),r.push(n)):r=[n],h.set("geometries",r),h.save()),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.initialize=function(t,i){var n,r,s,o,l,u;for(e.__super__.initialize.call(this,t,i),o=this.get("names"),u=this.get("renderers"),0===u.length&amp;&amp;(n=this.get("plot").get("renderers"),u=function(){var t,e,i;for(i=[],t=0,e=n.length;e&gt;t;t++)l=n[t],"GlyphRenderer"===l.type&amp;&amp;i.push(l);return i}()),o.length&gt;0&amp;&amp;(u=function(){var t,e,i;for(i=[],t=0,e=u.length;e&gt;t;t++)l=u[t],o.indexOf(l.get("name"))&gt;=0&amp;&amp;i.push(l);return i}()),this.set("renderers",u),a.debug("setting "+u.length+" renderers for "+this.type+" "+this.id),r=0,s=u.length;s&gt;r;r++)l=u[r],a.debug(" - "+l.type+" "+l.id);return null},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{renderers:[],names:[],multi_select_modifier:"shift"})},e}(n.Model),e.exports={Model:r,View:s}},{"../../common/logging":119,"./gesture_tool":235,underscore:92}],241:[function(t,e,i){var n,r,s,o,a=function(t,e){function i(){this.constructor=t}for(var n in e)l.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},l={}.hasOwnProperty;o=t("underscore"),n=t("./select_tool"),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype._tap=function(t){var e,i,n,r,s;return i=this.plot_view.canvas,r=i.sx_to_vx(t.bokeh.sx),s=i.sy_to_vy(t.bokeh.sy),e=null!=(n=t.srcEvent.shiftKey)?n:!1,this._select(r,s,!0,e)},e.prototype._select=function(t,e,i,n){var r,s,o,a,l,u,h,c;for(o={type:"point",vx:t,vy:e},r=this.mget("callback"),h=this.mget("renderers"),a=0,l=h.length;l&gt;a;a++)u=h[a],s=u.get("data_source"),c=s.get("selection_manager"),c.select(this,this.plot_view.renderers[u.id],o,i,n),null!=r&amp;&amp;r.execute(s);return this._save_geometry(o,i,n),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return a(e,t),e.prototype.default_view=s,e.prototype.type="TapTool",e.prototype.tool_name="Tap",e.prototype.icon="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAABx0RVh0U29mdHdhcmUAQWRvYmUgRmlyZXdvcmtzIENTNui8sowAAAHWSURBVDiNbdJfaI9RGAfwz/7JNlLGjdxLyDU2u0EIx6uc7UIpF5pIU1OSGzfkUhvSiuSCvZbXGxeT0IxcSYlIiVxSJmqZzbj4nbafcer0nM75Ps/5Pt/vU2PWyouyAbsRsTJdv0SOGzELE9X4mlnJ7TiOtentV3qqS/EJTsUsDP9TIC/KvTiHZgyhwHP8Tkx2Ygd+4EDMwpXpAnlRtuJu+vFozMLF2a0lXAfOowkbYxYe1+RF2Yhb2IT9MQv9eVHOxTGsSwxGcCZm4WdelLuSHg8QatGZeh5KyQtxB/NwCIfRgtt5US6IWbiJgZTTWZ/UrsG1xLQHL2IWeqrYd+dF2YdunMRVBMRaLMckXiVwK3r/I0E/tqXzW0xgdX0VYCrFOjO2Va+PuJTO4/iE8Xq8RhuWqdj2FAdxpDo7ZmEUF/KiXIwxrMJUvYqibSrTdx2nUeZFeRaX8SFm4Suk5PcYiVnYAtU2bkBHzMJgXpTNOIHtqfdeLMUS3Mcz7GFmkNbjHr6jK2ZhsJp+XpQt6ec6jKIB86cLJNA+9GFOamsAb1Qc+qJic2PSagzv/iqQirQn6mvS1SQ+Y0WawkXJjUcxC5uhdpbSw9iKLjzEt7QnE6QpxWmb/wA4250STmTc7QAAAABJRU5ErkJggg==",e.prototype.event_type="tap",e.prototype.default_order=10,e}(n.Model),e.exports={Model:r,View:s}},{"./select_tool":240,underscore:92}],242:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;o=t("underscore"),n=t("./gesture_tool"),("undefined"==typeof a||null===a)&amp;&amp;(a={}),s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._pinch=function(t){var e;return e=t.scale&gt;=1?20*(t.scale-1):-20/t.scale,t.bokeh.delta=e,this._scroll(t)},e.prototype._scroll=function(t){var e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E;s=this.plot_model.get("frame"),a=s.get("h_range"),x=s.get("v_range"),k=this.plot_view.canvas.sx_to_vx(t.bokeh.sx),D=this.plot_view.canvas.sy_to_vy(t.bokeh.sy),(k&lt;a.get("start")||k&gt;a.get("end"))&amp;&amp;(w=!0),(D&lt;x.get("start")||D&gt;x.get("end"))&amp;&amp;(o=!0),u=navigator.userAgent.toLowerCase().indexOf("firefox")&gt;-1?20:1,e=null!=(null!=(c=t.originalEvent)?c.deltaY:void 0)?-t.originalEvent.deltaY*u:t.bokeh.delta,r=this.mget("speed")*e,r&gt;.9?r=.9:-.9&gt;r&amp;&amp;(r=-.9),C=a.get("start"),M=a.get("end"),S=x.get("start"),T=x.get("end"),i=this.mget("dimensions"),i.indexOf("width")&gt;-1&amp;&amp;!w?(_=C-(C-k)*r,v=M-(M-k)*r):(_=C,v=M),i.indexOf("height")&gt;-1&amp;&amp;!o?(y=S-(S-D)*r,b=T-(T-D)*r):(y=S,b=T),A={},p=s.get("x_mappers");for(h in p)l=p[h],d=l.v_map_from_target([_,v],!0),m=d[0],n=d[1],A[h]={start:m,end:n};P={},f=s.get("y_mappers");for(h in f)l=f[h],g=l.v_map_from_target([y,b],!0),m=g[0],n=g[1],P[h]={start:m,end:n};return E={xrs:A,yrs:P,factor:r},this.plot_view.update_range(E),this.plot_view.interactive_timestamp=Date.now(),null},e}(n.View),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=s,e.prototype.type="WheelZoomTool",e.prototype.tool_name="Wheel 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a?"pinch":"scroll",e.prototype.default_order=10,e.prototype.initialize=function(t,i){return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip(this.get("tool_name"),this._check_dims(this.get("dimensions"),"wheel zoom tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"])},e.prototype.defaults=function(){return o.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"],speed:1/600})},e}(n.Model),e.exports={Model:r,View:s}},{"./gesture_tool":235,underscore:92}],243:[function(t,e,i){var n,r,s,o,a,l=function(t,e){function i(){this.constructor=t}for(var n in e)u.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},u={}.hasOwnProperty;a=t("underscore"),o=t("../../renderer/annotation/span"),s=t("./inspect_tool"),r=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype._move=function(t){var e,i,n,r,s,o,a,l,u,h;if(this.mget("active")){for(n=this.plot_model.get("frame"),e=this.plot_model.get("canvas"),u=e.sx_to_vx(t.bokeh.sx),h=e.sy_to_vy(t.bokeh.sy),o=this.mget("dimensions"),a=[],r=0,s=o.length;s&gt;r;r++)i=o[r],l=this.mget("spans")[i],n.contains(u,h)?"width"===i?a.push(l.set("location",h)):a.push(l.set("location",u)):a.push(l.unset("location"));return a}},e.prototype._move_exit=function(t){var e,i,n,r,s,o;for(r=this.mget("dimensions"),s=[],i=0,n=r.length;n&gt;i;i++)e=r[i],o=this.mget("spans")[e],s.push(o.unset("location"));return s},e}(s.View),n=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return l(e,t),e.prototype.default_view=r,e.prototype.type="CrosshairTool",e.prototype.tool_name="Crosshair",e.prototype.initialize=function(t,i){var n;return e.__super__.initialize.call(this,t,i),this.register_property("tooltip",function(){return this._get_dim_tooltip("Crosshair",this._check_dims(this.get("dimensions"),"crosshair tool"))},!1),this.add_dependencies("tooltip",this,["dimensions"]),this.set("spans",{width:new o.Model({dimension:"width"}),height:new o.Model({dimension:"height"})}),n=this.get("plot").get("renderers"),n.push(this.get("spans").width),n.push(this.get("spans").height),this.get("plot").set("renderers",n)},e.prototype.defaults=function(){return a.extend({},e.__super__.defaults.call(this),{dimensions:["width","height"]})},e}(s.Model),e.exports={Model:n,View:r}},{"../../renderer/annotation/span":149,"./inspect_tool":245,underscore:92}],244:[function(t,e,i){var n,r,s,o,a,l,u,h,c,p=function(t,e){function i(){this.constructor=t}for(var n in e)d.call(e,n)&amp;&amp;(t[n]=e[n]);return i.prototype=e.prototype,t.prototype=new i,t.__super__=e.prototype,t},d={}.hasOwnProperty;u=t("underscore"),n=t("jquery"),a=t("../../renderer/annotation/tooltip"),l=t("../../util/util"),o=t("./inspect_tool"),c=t("../../common/hittest"),h=function(t){var e,i,n,r,s;return"#"===t.substr(0,1)?t:(i=/(.*?)rgb\((\d+), (\d+), (\d+)\)/.exec(t),r=parseInt(i[2]),n=parseInt(i[3]),e=parseInt(i[4]),s=e|n&lt;&lt;8|r&lt;&lt;16,i[1]+"#"+s.toString(16))},s=function(t){function e(){return e.__super__.constructor.apply(this,arguments)}return p(e,t),e.prototype.bind_bokeh_events=function(){var t,e,i,n;for(n=this.mget("renderers"),t=0,e=n.length;e&gt;t;t++)i=n[t],this.listenTo(i.get("data_source"),"inspect",this._update);return this.plot_view.canvas_view.canvas_wrapper.css("cursor","crosshair")},e.prototype._move=function(t){var e,i,n,r,s,o;if(this.mget("active")){if(e=this.plot_view.canvas,s=e.sx_to_vx(t.bokeh.sx),o=e.sy_to_vy(t.bokeh.sy),this.plot_view.frame.contains(s,o))return this._inspect(s,o);i=this.mget("ttmodels");for(n in i)r=i[n],r.clear()}},e.prototype._move_exit=function(){var t,e,i,n;t=this.mget("ttmodels"),e=[];for(i in t)n=t[i],e.push(n.clear());return e},e.prototype._inspect=function(t,e,i){var n,r,s,o,a,l,u,h;for(n={type:"point",vx:t,vy:e},"mouse"===this.mget("mode")?n.type="point":(n.type="span","vline"===this.mget("mode")?n.direction="h":n.direction="v"),r=[],s=[],u=this.mget("renderers"),o=0,a=u.length;a&gt;o;o++)l=u[o],h=l.get("data_source").get("selection_manager"),h.inspect(this,this.plot_view.renderers[l.id],n,{geometry:n});null!=this.mget("callback")&amp;&amp;this._emit_callback(n)},e.prototype._update=function(t,e,i,n,r){var s,o,a,l,u,h,p,d,f,g,m,_,v,y,b,w,x,k,M,C,D,T,S,A,P,E,I,N,R,z,j,O,F,L,H,B,W,q,Y,V,$,U,G;if(m=r.geometry,B=null!=(M=this.mget("ttmodels")[i.model.id])?M:null,null!=B&amp;&amp;(B.clear(),C=[t["1d"].indices,t["2d"].indices],v=C[0],y=C[1],t["0d"].flag!==!1||0!==v.length||0!==y.length)){for(q=m.vx,Y=m.vy,s=this.plot_model.get("canvas"),g=this.plot_model.get("frame"),L=s.vx_to_sx(q),H=s.vy_to_sy(Y),$=g.get("x_mappers")[i.mget("x_range_name")],G=g.get("y_mappers")[i.mget("y_range_name")],V=$.map_from_target(q),U=G.map_from_target(Y),T=t["0d"].indices,b=0,x=T.length;x&gt;b;b++)_=T[b],h=i.glyph.x[_+1],p=i.glyph.y[_+1],"interp"===this.mget("line_policy")?(S=i.glyph.get_interpolation_hit(_,m),h=S[0],p=S[1],z=$.map_to_target(h),j=G.map_to_target(p)):"prev"===this.mget("line_policy")?(z=s.sx_to_vx(i.glyph.sx[_]),j=s.sy_to_vy(i.glyph.sy[_])):"next"===this.mget("line_policy")?(z=s.sx_to_vx(i.glyph.sx[_+1]),j=s.sy_to_vy(i.glyph.sy[_+1])):"nearest"===this.mget("line_policy")?(o=i.glyph.sx[_],a=i.glyph.sy[_],d=c.dist_2_pts(o,a,L,H),l=i.glyph.sx[_+1],u=i.glyph.sy[_+1],f=c.dist_2_pts(l,u,L,H),f&gt;d?(A=[o,a],O=A[0],F=A[1]):(P=[l,u],O=P[0],F=P[1],_+=1),h=i.glyph.x[_],p=i.glyph.y[_],z=s.sx_to_vx(O),j=s.sy_to_vy(F)):(E=[q,Y],z=E[0],j=E[1]),W={index:_,x:V,y:U,vx:q,vy:Y,sx:L,sy:H,data_x:h,data_y:p,rx:z,ry:j},B.add(z,j,this._render_tooltips(n,_,W));for(I=t["1d"].indices,w=0,k=I.length;k&gt;w;w++)_=I[w],h=null!=(N=i.glyph.x)?N[_]:void 0,p=null!=(R=i.glyph.y)?R[_]:void 0,"snap_to_data"===this.mget("point_policy")?(z=s.sx_to_vx(i.glyph.scx(_,L,H)),j=s.sy_to_vy(i.glyph.scy(_,L,H))):(D=[q,Y],z=D[0],j=D[1]),W={index:_,x:V,y:U,vx:q,vy:Y,sx:L,sy:H,data_x:h,data_y:p},B.add(z,j,this._render_tooltips(n,_,W));return null}},e.prototype._emit_callback=function(t){var e,i,n,r,s,o;r=this.mget("renderers")[0],n=this.plot_view.renderers[r.id].hit_test(t),e=this.plot_model.get("canvas"),i=this.plot_model.get("frame"),t.sx=e.vx_to_sx(t.vx),t.sy=e.vy_to_sy(t.vy),s=i.get("x_mappers")[r.get("x_range_name")],o=i.get("y_mappers")[r.get("y_range_name")],t.x=s.map_from_target(t.vx),t.y=o.map_from_target(t.vy),this.mget("callback").execute(this.model,{index:n,geometry:t})},e.prototype._render_tooltips=function(t,e,i){var r,s,o,a,c,p,d,f,g,m,_,v,y,b,w,x,k,M;if(k=this.mget("tooltips"),u.isString(k))return n("&lt;div&gt;").html(l.replace_placeholders(k,t,e,i));for(w=n("&lt;table&gt;&lt;/table&gt;"),c=0,d=k.length;d&gt;c;c++){if(m=k[c],p=m[0],M=m[1],v=n("&lt;tr&gt;&lt;/tr&gt;"),v.append(n("&lt;td class='bk-tooltip-row-label'&gt;").text(p+": ")),x=n("&lt;td class='bk-tooltip-row-value'&gt;&lt;/td&gt;"),M.indexOf("$color")&gt;=0){if(_=M.match(/\$color(\[.*\])?:(\w*)/),f=_[0],g=_[1],r=_[2],o=t.get_column(r),null==o){y=n("&lt;span&gt;").text(r+" unknown"),x.append(y);continue}if(a=(null!=g?g.indexOf("hex"):void 0)&gt;=0,b=(null!=g?g.indexOf("swatch"):void 0)&gt;=0,s=o[e],null==s){y=n("&lt;span&gt;(null)&lt;/span&gt;"),x.append(y);continue}a&amp;&amp;(s=h(s)),y=n("&lt;span&gt;").text(s),x.append(y),b&amp;&amp;(y=n("&lt;span class='bk-tooltip-color-block'&gt; &lt;/span&gt;"),y.css({backgroundColor:s})),x.append(y)}else M=M.replace("$~","$data_"),M=l.replace_placeholders(M,t,e,i),x.append(n("&lt;span&gt;").html(M));v.append(x),w.append(v)}return w},e}(o.View),r=function(t){function e(){return 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t,e,i,n,r,s,o,a,l,u,h,c,p,d,f,g,m,_,v,y,b,w,x,k,M;for(m=this._gl,w=new RegExp("(\\w+)\\s*(\\[(\\d+)\\])\\s*"),r=m.getProgramParameter(this._handle,m.ACTIVE_UNIFORMS),e=m.getProgramParameter(this._handle,m.ACTIVE_ATTRIBUTES),t=[],x=[],c=[[t,e,m.getActiveAttrib],[x,r,m.getActiveUniform]],"object"!=typeof c||Array.isArray(c)||(c=Object.keys(c)),d=c.length,p=0;d&gt;p;p+=1)for(M=c[p],h=M,i=h[0],n=h[1],g=h[2],_=0;n&gt;_;_+=1)if(v=g.call(m,this._handle,_),b=v.name,y=b.match(w))for(b=y.group(0),_=0;_&lt;v.size;_+=1)(i.append||i.push).apply(i,[[""+b+"["+_+"]",v.type]]);else(i.append||i.push).apply(i,[[b,v.type]]);for(M=[],f=t,"object"!=typeof f||Array.isArray(f)||(f=Object.keys(f)),o=f.length,s=0;o&gt;s;s+=1)k=f[s],(M.append||M.push).apply(M,[k[0]]);for(a=x,"object"!=typeof a||Array.isArray(a)||(a=Object.keys(a)),u=a.length,l=0;u&gt;l;l+=1)k=a[l],(M.append||M.push).apply(M,[k[0]]);return M},n.prototype.set_texture=function(t,e){var i,n,r,s,o,a,l;if(!this._linked)throw o=new Error("RuntimeError:Cannot set uniform when program has no code"),o.name="RuntimeError",o;if(a="function"==typeof(i=this._handles).get?i.get(t,-1):i[t]||-1,0&gt;a){if(((n=this._known_invalid).indexOf?n:Object.keys(n)).indexOf(t)&gt;=0)return;if(a=this._gl.getUniformLocation(this._handle,t),((r=this._unset_variables).indexOf?r:Object.keys(r)).indexOf(t)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[t]),this._handles[t]=a,0&gt;a)return(this._known_invalid.append||this._known_invalid.push).apply(this._known_invalid,[t]),void console.log("Variable "+t+" is not an active uniform")}this.activate(),l=Object.keys(this._samplers).length,((s=this._samplers).indexOf?s:Object.keys(s)).indexOf(t)&gt;=0&amp;&amp;(l=this._samplers[t][this._samplers[t].length-1]),this._samplers[t]=[e._target,e._handle,l],this._gl.uniform1i(a,l)},n.prototype.set_uniform=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d;if(!this._linked)throw u=new Error("RuntimeError:Cannot set uniform when program has no code"),u.name="RuntimeError",u;if(c="function"==typeof(r=this._handles).get?r.get(t,-1):r[t]||-1,n=1,0&gt;c){if(((s=this._known_invalid).indexOf?s:Object.keys(s)).indexOf(t)&gt;=0)return;if(c=this._gl.getUniformLocation(this._handle,t),((o=this._unset_variables).indexOf?o:Object.keys(o)).indexOf(t)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[t]),0!=e.indexOf("mat")&amp;&amp;(n=Math.floor(i.length/this.ATYPEINFO[e][0])),n&gt;1)for(p=0;n&gt;p;p+=1)((a=this._unset_variables).indexOf?a:Object.keys(a)).indexOf(""+t+"["+p+"]")&gt;=0&amp;&amp;(d=""+t+"["+p+"]",((l=this._unset_variables).indexOf?l:Object.keys(l)).indexOf(d)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[d]));if(this._handles[t]=c,0&gt;c)return this._known_invalid.add(t),void logger.info("Variable "+t+" is not an active uniform")}h=this.UTYPEMAP[e],this.activate(),this._gl[h](c,i)},n.prototype.set_attribute=function(t,e,i,n){var r,s,o,a,l,u,h,c,p,d,f,g,m,_;if(n=void 0===n?null:n,!this._linked)throw h=new Error("RuntimeError:Cannot set attribute when program has no code"),h.name="RuntimeError",h;if(d="function"==typeof(s=this._handles).get?s.get(t,-1):s[t]||-1,0&gt;d){if(((o=this._known_invalid).indexOf?o:Object.keys(o)).indexOf(t)&gt;=0)return;if(d=this._gl.getAttribLocation(this._handle,t),((a=this._unset_variables).indexOf?a:Object.keys(a)).indexOf(t)&gt;=0&amp;&amp;(this._unset_variables.remove||function(t){this.splice(this.indexOf(t),1)}).apply(this._unset_variables,[t]),this._handles[t]=d,0&gt;d){if((this._known_invalid.append||this._known_invalid.push).apply(this._known_invalid,[t]),i&amp;&amp;0!=i[0]&amp;&amp;i[2]&gt;0)return;return void console.log("Variable "+t+" is not an active attribute")}}this.activate(),null===i?(c=this.ATYPEMAP[e],this._attributes[t]=[0,d,c,n]):(l=i,_=l[0],m=l[1],f=l[2],u=this.ATYPEINFO[e],g=u[0],p=u[1],c="vertexAttribPointer",r=[g,p,this._gl.FALSE,m,f],this._attributes[t]=[_._handle,d,c,r])},n.prototype._pre_draw=function(){var t,e,i,n,r,s,o,a,l,u,h,c;this.activate(),n=this._samplers;for(c in n)n.hasOwnProperty(c)&amp;&amp;(c=n[c],i=c,l=i[0],a=i[1],u=i[2],this._gl.activeTexture(this._gl.TEXTURE0+u),this._gl.bindTexture(l,a));s=this._attributes;for(c in s)s.hasOwnProperty(c)&amp;&amp;(c=s[c],r=c,h=r[0],e=r[1],o=r[2],t=r[3],h?(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,h),this._gl.enableVertexAttribArray(e),this._gl[o].apply(this._gl,[e].concat(t))):(this._gl.bindBuffer(this._gl.ARRAY_BUFFER,null),this._gl.disableVertexAttribArray(e),this._gl[o].apply(this._gl,[e].concat(t))));this._validated||(this._validated=!0,this._validate())},n.prototype._validate=function(){var t;if(this._unset_variables.length&amp;&amp;console.log("Program has unset variables: "+this._unset_variables),this._gl.validateProgram(this._handle),!this._gl.getProgramParameter(this._handle,this._gl.VALIDATE_STATUS))throw console.log(this._gl.getProgramInfoLog(this._handle)),t=new Error("RuntimeError:Program validation error"),t.name="RuntimeError",t},n.prototype.draw=function(t,e){var n,r,s,a,l,u;if(!this._linked)throw a=new Error("RuntimeError:Cannot draw program if code has not been set"),a.name="RuntimeError",a;o(this._gl,"before draw"),e instanceof i?(this._pre_draw(),e.activate(),n=e._buffer_size/2,u=this._gl.UNSIGNED_SHORT,this._gl.drawElements(t,n,u,0),e.deactivate()):(r=e,l=r[0],n=r[1],n&amp;&amp;(this._pre_draw(),this._gl.drawArrays(t,l,n))),s=this._gl.getError(),o(this._gl,"after draw")},t=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},t.prototype=Object.create(e.prototype),t.prototype._base_class=e.prototype,t.prototype._target=null,t.prototype._usage=35048,t.prototype._create=function(){this._handle=this._gl.createBuffer(),this._buffer_size=0},t.prototype["delete"]=function(){this._gl.deleteBuffer(this._handle)},t.prototype.activate=function(){this._gl.bindBuffer(this._target,this._handle)},t.prototype.deactivate=function(){this._gl.bindBuffer(this._target,null)},t.prototype.set_size=function(t){t!=this._buffer_size&amp;&amp;(this.activate(),this._gl.bufferData(this._target,t,this._usage),this._buffer_size=t)},t.prototype.set_data=function(t,e){var i;this.activate(),i=e.length*e.BYTES_PER_ELEMENT,this._gl.bufferSubData(this._target,t,e)},s=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},s.prototype=Object.create(t.prototype),s.prototype._base_class=t.prototype,s.prototype._target=34962,i=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},i.prototype=Object.create(t.prototype),i.prototype._base_class=t.prototype,i.prototype._target=34963,r=function(){this.__init__&amp;&amp;this.__init__.apply(this,arguments)},r.prototype=Object.create(e.prototype),r.prototype._base_class=e.prototype,r.prototype._target=3553,r.prototype._types={Int8Array:5120,Uint8Array:5121,Int16Array:5122,Uint16Array:5123,Int32Array:5124,Int32Array:5125,Float32Array:5126},r.prototype._create=function(){this._handle=this._gl.createTexture(),this._shape_format=null},r.prototype["delete"]=function(){this._gl.deleteTexture(this._handle)},r.prototype.activate=function(){this._gl.bindTexture(this._target,this._handle)},r.prototype.deactivate=function(){this._gl.bindTexture(this._target,0)},r.prototype._get_alignment=function(t){var e,i,n,r,s;for(i=[4,8,2,1],n=i,"object"!=typeof n||Array.isArray(n)||(n=Object.keys(n)),s=n.length,r=0;s&gt;r;r+=1)if(e=n[r],t%e==0)return e},r.prototype.set_wrapping=function(t,e){this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_S,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_WRAP_T,e)},r.prototype.set_interpolation=function(t,e){this.activate(),this._gl.texParameterf(this._target,this._gl.TEXTURE_MIN_FILTER,t),this._gl.texParameterf(this._target,this._gl.TEXTURE_MAG_FILTER,e)},r.prototype.set_size=function(t,e){var i,n,r;i=t,n=i[0],r=i[1],[n,r,e]!=this._shape_format&amp;&amp;(this._shape_format=[n,r,e],this.activate(),this._gl.texImage2D(this._target,0,e,r,n,0,e,this._gl.UNSIGNED_BYTE,null))},r.prototype.set_data=function(t,e,i){var n,r,s,o,a,l,u,h,c,p,d;if(this.activate(),l=this._shape_format[2],r=e,h=r[0],c=r[1],s=t,d=s[0],p=s[1],u="function"==typeof(o=this._types).get?o.get(i.constructor.name,null):o[i.constructor.name]||null,null===u)throw a=new Error("ValueError:"+("Type "+i.constructor.name+" not allowed for texture")),a.name="ValueError",a;n=this._get_alignment(e[e.length-2]*e[e.length-1]),4!=n&amp;&amp;this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,n),this._gl.texSubImage2D(this._target,0,p,d,c,h,l,u,i),4!=n&amp;&amp;this._gl.pixelStorei(this._gl.UNPACK_ALIGNMENT,4)},{Buffer:t,GlooObject:e,IndexBuffer:i,Program:n,Texture2D:r,VertexBuffer:s,check_error:o}})},{}],299:[function(t,e,i){var n=t("jquery");t("./jQRangeSlider"),e.exports=n.widget("ui.dateRangeSlider",n.ui.rangeSlider,{options:{bounds:{min:new Date(2010,0,1).valueOf(),max:new Date(2012,0,1).valueOf()},defaultValues:{min:new Date(2010,1,11).valueOf(),max:new Date(2011,1,11).valueOf()}},_create:function(){n.ui.rangeSlider.prototype._create.apply(this),this.element.addClass("bk-ui-dateRangeSlider")},destroy:function(){this.element.removeClass("bk-ui-dateRangeSlider"),n.ui.rangeSlider.prototype.destroy.apply(this)},_setDefaultValues:function(){this._values={min:this.options.defaultValues.min.valueOf(),max:this.options.defaultValues.max.valueOf()}},_setRulerParameters:function(){this.ruler.ruler({min:new Date(this.options.bounds.min),max:new Date(this.options.bounds.max),scales:this.options.scales})},_setOption:function(t,e){("defaultValues"===t||"bounds"===t)&amp;&amp;"undefined"!=typeof e&amp;&amp;null!==e&amp;&amp;this._isValidDate(e.min)&amp;&amp;this._isValidDate(e.max)?n.ui.rangeSlider.prototype._setOption.apply(this,[t,{min:e.min.valueOf(),max:e.max.valueOf()}]):n.ui.rangeSlider.prototype._setOption.apply(this,this._toArray(arguments))},_handleType:function(){return"dateRangeSliderHandle"},option:function(t){if("bounds"===t||"defaultValues"===t){var e=n.ui.rangeSlider.prototype.option.apply(this,arguments);return{min:new Date(e.min),max:new Date(e.max)}}return n.ui.rangeSlider.prototype.option.apply(this,this._toArray(arguments))},_defaultFormatter:function(t){var e=t.getMonth()+1,i=t.getDate();return""+t.getFullYear()+"-"+(10&gt;e?"0"+e:e)+"-"+(10&gt;i?"0"+i:i)},_getFormatter:function(){var t=this.options.formatter;return(this.options.formatter===!1||null===this.options.formatter)&amp;&amp;(t=this._defaultFormatter),function(t){return function(e){return t(new Date(e))}}(t)},values:function(t,e){var i=null;return i=this._isValidDate(t)&amp;&amp;this._isValidDate(e)?n.ui.rangeSlider.prototype.values.apply(this,[t.valueOf(),e.valueOf()]):n.ui.rangeSlider.prototype.values.apply(this,this._toArray(arguments)),{min:new Date(i.min),max:new Date(i.max)}},min:function(t){return this._isValidDate(t)?new Date(n.ui.rangeSlider.prototype.min.apply(this,[t.valueOf()])):new Date(n.ui.rangeSlider.prototype.min.apply(this))},max:function(t){return this._isValidDate(t)?new Date(n.ui.rangeSlider.prototype.max.apply(this,[t.valueOf()])):new Date(n.ui.rangeSlider.prototype.max.apply(this))},bounds:function(t,e){var i;return i=this._isValidDate(t)&amp;&amp;this._isValidDate(e)?n.ui.rangeSlider.prototype.bounds.apply(this,[t.valueOf(),e.valueOf()]):n.ui.rangeSlider.prototype.bounds.apply(this,this._toArray(arguments)),{min:new Date(i.min),max:new Date(i.max)}},_isValidDate:function(t){return"undefined"!=typeof t&amp;&amp;t instanceof Date},_toArray:function(t){return Array.prototype.slice.call(t)}})},{"./jQRangeSlider":300,jquery:18}],300:[function(t,e,i){var n=t("jquery");t("jquery-ui/core"),t("jquery-ui/widget"),t("jquery-ui/mouse"),t("jquery-mousewheel"),e.exports=n.widget("ui.rangeSlider",{options:{bounds:{min:0,max:100},defaultValues:{min:20,max:50},wheelMode:null,wheelSpeed:4,arrows:!0,valueLabels:"show",formatter:null,durationIn:0,durationOut:400,delayOut:200,range:{min:!1,max:!1},step:!1,scales:!1,enabled:!0,symmetricPositionning:!1},_values:null,_valuesChanged:!1,_initialized:!1,bar:null,leftHandle:null,rightHandle:null,innerBar:null,container:null,arrows:null,labels:null,changing:{min:!1,max:!1},changed:{min:!1,max:!1},ruler:null,_create:function(){this._setDefaultValues(),this.labels={left:null,right:null,leftDisplayed:!0,rightDisplayed:!0},this.arrows={left:null,right:null},this.changing={min:!1,max:!1},this.changed={min:!1,max:!1},this._createElements(),this._bindResize(),setTimeout(n.proxy(this.resize,this),1),setTimeout(n.proxy(this._initValues,this),1)},_setDefaultValues:function(){this._values={min:this.options.defaultValues.min,max:this.options.defaultValues.max}},_bindResize:function(){var t=this;this._resizeProxy=function(e){t.resize(e)},n(window).resize(this._resizeProxy)},_initWidth:function(){this.container.css("width",this.element.width()-this.container.outerWidth(!0)+this.container.width()),this.innerBar.css("width",this.container.width()-this.innerBar.outerWidth(!0)+this.innerBar.width())},_initValues:function(){this._initialized=!0,this.values(this._values.min,this._values.max)},_setOption:function(t,e){this._setWheelOption(t,e),this._setArrowsOption(t,e),this._setLabelsOption(t,e),this._setLabelsDurations(t,e),this._setFormatterOption(t,e),this._setBoundsOption(t,e),this._setRangeOption(t,e),this._setStepOption(t,e),this._setScalesOption(t,e),this._setEnabledOption(t,e),this._setPositionningOption(t,e)},_validProperty:function(t,e,i){return null===t||"undefined"==typeof t[e]?i:t[e]},_setStepOption:function(t,e){"step"===t&amp;&amp;(this.options.step=e,this._leftHandle("option","step",e),this._rightHandle("option","step",e),this._changed(!0))},_setScalesOption:function(t,e){"scales"===t&amp;&amp;(e===!1||null===e?(this.options.scales=!1,this._destroyRuler()):e instanceof Array&amp;&amp;(this.options.scales=e,this._updateRuler()))},_setRangeOption:function(t,e){"range"===t&amp;&amp;(this._bar("option","range",e),this.options.range=this._bar("option","range"),this._changed(!0))},_setBoundsOption:function(t,e){"bounds"===t&amp;&amp;"undefined"!=typeof e.min&amp;&amp;"undefined"!=typeof e.max&amp;&amp;this.bounds(e.min,e.max)},_setWheelOption:function(t,e){("wheelMode"===t||"wheelSpeed"===t)&amp;&amp;(this._bar("option",t,e),this.options[t]=this._bar("option",t))},_setLabelsOption:function(t,e){if("valueLabels"===t){if("hide"!==e&amp;&amp;"show"!==e&amp;&amp;"change"!==e)return;this.options.valueLabels=e,"hide"!==e?(this._createLabels(),this._leftLabel("update"),this._rightLabel("update")):this._destroyLabels()}},_setFormatterOption:function(t,e){"formatter"===t&amp;&amp;null!==e&amp;&amp;"function"==typeof e&amp;&amp;"hide"!==this.options.valueLabels&amp;&amp;(this._leftLabel("option","formatter",e),this.options.formatter=this._rightLabel("option","formatter",e))},_setArrowsOption:function(t,e){"arrows"!==t||e!==!0&amp;&amp;e!==!1||e===this.options.arrows||(e===!0?(this.element.removeClass("bk-ui-rangeSlider-noArrow").addClass("bk-ui-rangeSlider-withArrows"),this.arrows.left.css("display","block"),this.arrows.right.css("display","block"),this.options.arrows=!0):e===!1&amp;&amp;(this.element.addClass("bk-ui-rangeSlider-noArrow").removeClass("bk-ui-rangeSlider-withArrows"),this.arrows.left.css("display","none"),this.arrows.right.css("display","none"),this.options.arrows=!1),this._initWidth())},_setLabelsDurations:function(t,e){if("durationIn"===t||"durationOut"===t||"delayOut"===t){if(parseInt(e,10)!==e)return;null!==this.labels.left&amp;&amp;this._leftLabel("option",t,e),null!==this.labels.right&amp;&amp;this._rightLabel("option",t,e),this.options[t]=e}},_setEnabledOption:function(t,e){"enabled"===t&amp;&amp;this.toggle(e)},_setPositionningOption:function(t,e){"symmetricPositionning"===t&amp;&amp;(this._rightHandle("option",t,e),this.options[t]=this._leftHandle("option",t,e))},_createElements:function(){"absolute"!==this.element.css("position")&amp;&amp;this.element.css("position","relative"),this.element.addClass("bk-ui-rangeSlider"),this.container=n("&lt;div class='bk-ui-rangeSlider-container' /&gt;").css("position","absolute").appendTo(this.element),this.innerBar=n("&lt;div class='bk-ui-rangeSlider-innerBar' /&gt;").css("position","absolute").css("top",0).css("left",0),this._createHandles(),this._createBar(),this.container.prepend(this.innerBar),this._createArrows(),"hide"!==this.options.valueLabels?this._createLabels():this._destroyLabels(),this._updateRuler(),this.options.enabled||this._toggle(this.options.enabled)},_createHandle:function(t){return n("&lt;div /&gt;")[this._handleType()](t).bind("sliderDrag",n.proxy(this._changing,this)).bind("stop",n.proxy(this._changed,this))},_createHandles:function(){this.leftHandle=this._createHandle({isLeft:!0,bounds:this.options.bounds,value:this._values.min,step:this.options.step,symmetricPositionning:this.options.symmetricPositionning}).appendTo(this.container),this.rightHandle=this._createHandle({isLeft:!1,bounds:this.options.bounds,value:this._values.max,step:this.options.step,symmetricPositionning:this.options.symmetricPositionning}).appendTo(this.container)},_createBar:function(){this.bar=n("&lt;div /&gt;").prependTo(this.container).bind("sliderDrag scroll zoom",n.proxy(this._changing,this)).bind("stop",n.proxy(this._changed,this)),this._bar({leftHandle:this.leftHandle,rightHandle:this.rightHandle,values:{min:this._values.min,max:this._values.max},type:this._handleType(),range:this.options.range,wheelMode:this.options.wheelMode,wheelSpeed:this.options.wheelSpeed}),this.options.range=this._bar("option","range"),this.options.wheelMode=this._bar("option","wheelMode"),this.options.wheelSpeed=this._bar("option","wheelSpeed")},_createArrows:function(){this.arrows.left=this._createArrow("left"),this.arrows.right=this._createArrow("right"),this.options.arrows?this.element.addClass("bk-ui-rangeSlider-withArrows"):(this.arrows.left.css("display","none"),this.arrows.right.css("display","none"),this.element.addClass("bk-ui-rangeSlider-noArrow"))},_createArrow:function(t){var e,i=n("&lt;div class='bk-ui-rangeSlider-arrow' /&gt;").append("&lt;div class='bk-ui-rangeSlider-arrow-inner' /&gt;").addClass("bk-ui-rangeSlider-"+t+"Arrow").css("position","absolute").css(t,0).appendTo(this.element);return e="right"===t?n.proxy(this._scrollRightClick,this):n.proxy(this._scrollLeftClick,this),i.bind("mousedown touchstart",e),i},_proxy:function(t,e,i){var n=Array.prototype.slice.call(i);return t&amp;&amp;t[e]?t[e].apply(t,n):null},_handleType:function(){return"rangeSliderHandle"},_barType:function(){return"rangeSliderBar"},_bar:function(){return this._proxy(this.bar,this._barType(),arguments)},_labelType:function(){return"rangeSliderLabel"},_leftLabel:function(){return this._proxy(this.labels.left,this._labelType(),arguments)},_rightLabel:function(){return this._proxy(this.labels.right,this._labelType(),arguments)},_leftHandle:function(){return this._proxy(this.leftHandle,this._handleType(),arguments)},_rightHandle:function(){return this._proxy(this.rightHandle,this._handleType(),arguments)},_getValue:function(t,e){return e===this.rightHandle&amp;&amp;(t-=e.outerWidth()),t*(this.options.bounds.max-this.options.bounds.min)/(this.container.innerWidth()-e.outerWidth(!0))+this.options.bounds.min},_trigger:function(t){var e=this;setTimeout(function(){e.element.trigger(t,{label:e.element,values:e.values()})},1)},_changing:function(){this._updateValues()&amp;&amp;(this._trigger("valuesChanging"),this._valuesChanged=!0)},_deactivateLabels:function(){"change"===this.options.valueLabels&amp;&amp;(this._leftLabel("option","show","hide"),this._rightLabel("option","show","hide"))},_reactivateLabels:function(){"change"===this.options.valueLabels&amp;&amp;(this._leftLabel("option","show","change"),this._rightLabel("option","show","change"))},_changed:function(t){t===!0&amp;&amp;this._deactivateLabels(),(this._updateValues()||this._valuesChanged)&amp;&amp;(this._trigger("valuesChanged"),t!==!0&amp;&amp;this._trigger("userValuesChanged"),this._valuesChanged=!1),t===!0&amp;&amp;this._reactivateLabels()},_updateValues:function(){var t=this._leftHandle("value"),e=this._rightHandle("value"),i=this._min(t,e),n=this._max(t,e),r=i!==this._values.min||n!==this._values.max;return this._values.min=this._min(t,e),this._values.max=this._max(t,e),r},_min:function(t,e){return Math.min(t,e)},_max:function(t,e){return Math.max(t,e)},_createLabel:function(t,e){var i;return null===t?(i=this._getLabelConstructorParameters(t,e),t=n("&lt;div /&gt;").appendTo(this.element)[this._labelType()](i)):(i=this._getLabelRefreshParameters(t,e),t[this._labelType()](i)),t},_getLabelConstructorParameters:function(t,e){return{handle:e,handleType:this._handleType(),formatter:this._getFormatter(),show:this.options.valueLabels,durationIn:this.options.durationIn,durationOut:this.options.durationOut,delayOut:this.options.delayOut}},_getLabelRefreshParameters:function(){return{formatter:this._getFormatter(),show:this.options.valueLabels,durationIn:this.options.durationIn,durationOut:this.options.durationOut,delayOut:this.options.delayOut}},_getFormatter:function(){return 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this._isValidValue(t)&amp;&amp;this._isValidValue(e)&amp;&amp;e&gt;t&amp;&amp;(this._setBounds(t,e),this._updateRuler(),this._changed(!0)),this.options.bounds},_isValidValue:function(t){return"undefined"!=typeof t&amp;&amp;parseFloat(t)===t},_setBounds:function(t,e){this.options.bounds={min:t,max:e},this._leftHandle("option","bounds",this.options.bounds),this._rightHandle("option","bounds",this.options.bounds),this._bar("option","bounds",this.options.bounds)},zoomIn:function(t){this._bar("zoomIn",t)},zoomOut:function(t){this._bar("zoomOut",t)},scrollLeft:function(t){this._bar("startScroll"),this._bar("scrollLeft",t),this._bar("stopScroll")},scrollRight:function(t){this._bar("startScroll"),this._bar("scrollRight",t),this._bar("stopScroll")},resize:function(){this._initWidth(),this._leftHandle("update"),this._rightHandle("update"),this._bar("update")},enable:function(){this.toggle(!0)},disable:function(){this.toggle(!1)},toggle:function(t){void 0===t&amp;&amp;(t=!this.options.enabled),this.options.enabled!==t&amp;&amp;this._toggle(t)},_toggle:function(t){this.options.enabled=t,this.element.toggleClass("bk-ui-rangeSlider-disabled",!t);var e=t?"enable":"disable";this._bar(e),this._leftHandle(e),this._rightHandle(e),this._leftLabel(e),this._rightLabel(e)},destroy:function(){this.element.removeClass("bk-ui-rangeSlider-withArrows bk-ui-rangeSlider-noArrow bk-ui-rangeSlider-disabled"),this._destroyWidgets(),this._destroyElements(),this.element.removeClass("bk-ui-rangeSlider"),this.options=null,n(window).unbind("resize",this._resizeProxy),this._resizeProxy=null,this._bindResize=null,n.Widget.prototype.destroy.apply(this,arguments)},_destroyWidget:function(t){this["_"+t]("destroy"),this[t].remove(),this[t]=null},_destroyWidgets:function(){this._destroyWidget("bar"),this._destroyWidget("leftHandle"),this._destroyWidget("rightHandle"),this._destroyRuler(),this._destroyLabels()},_destroyElements:function(){this.container.remove(),this.container=null,this.innerBar.remove(),this.innerBar=null,this.arrows.left.remove(),this.arrows.right.remove(),this.arrows=null}})},{jquery:18,"jquery-mousewheel":4,"jquery-ui/core":7,"jquery-ui/mouse":13,"jquery-ui/widget":17}],301:[function(t,e,i){var n=t("jquery");n.fn.drag=function(t,e,i){var r="string"==typeof t?t:"",s=n.isFunction(t)?t:n.isFunction(e)?e:null;return 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e,i=t.data;if(!(0!=t.which&amp;&amp;i.which&gt;0&amp;&amp;t.which!=i.which)&amp;&amp;!n(t.target).is(i.not)&amp;&amp;(!i.handle||n(t.target).closest(i.handle,t.currentTarget).length)&amp;&amp;(o.touched="touchstart"==t.type?this:null,i.propagates=1,i.mousedown=this,i.interactions=[o.interaction(this,i)],i.target=t.target,i.pageX=t.pageX,i.pageY=t.pageY,i.dragging=null,e=o.hijack(t,"draginit",i),i.propagates))return e=o.flatten(e),e&amp;&amp;e.length&amp;&amp;(i.interactions=[],n.each(e,function(){i.interactions.push(o.interaction(this,i))})),i.propagates=i.interactions.length,i.drop!==!1&amp;&amp;s.drop&amp;&amp;s.drop.handler(t,i),o.textselect(!1),o.touched?r.add(o.touched,"touchmove touchend",o.handler,i):r.add(document,"mousemove mouseup",o.handler,i),!o.touched||i.live?!1:void 0}},interaction:function(t,e){var i=n(t)[e.relative?"position":"offset"]()||{top:0,left:0};return{drag:t,callback:new o.callback,droppable:[],offset:i}},handler:function(t){var e=t.data;switch(t.type){case!e.dragging&amp;&amp;"touchmove":t.preventDefault();case!e.dragging&amp;&amp;"mousemove":if(Math.pow(t.pageX-e.pageX,2)+Math.pow(t.pageY-e.pageY,2)&lt;Math.pow(e.distance,2))break;t.target=e.target,o.hijack(t,"dragstart",e),e.propagates&amp;&amp;(e.dragging=!0);case"touchmove":t.preventDefault();case"mousemove":if(e.dragging){if(o.hijack(t,"drag",e),e.propagates){e.drop!==!1&amp;&amp;s.drop&amp;&amp;s.drop.handler(t,e);break}t.type="mouseup"}case"touchend":case"mouseup":default:o.touched?r.remove(o.touched,"touchmove touchend",o.handler):r.remove(document,"mousemove mouseup",o.handler),e.dragging&amp;&amp;(e.drop!==!1&amp;&amp;s.drop&amp;&amp;s.drop.handler(t,e),o.hijack(t,"dragend",e)),o.textselect(!0),e.click===!1&amp;&amp;e.dragging&amp;&amp;n.data(e.mousedown,"suppress.click",(new Date).getTime()+5),e.dragging=o.touched=!1}},hijack:function(t,e,i,s,a){if(i){var l,u,h,c={event:t.originalEvent,type:t.type},p=e.indexOf("drop")?"drag":"drop",d=s||0,f=isNaN(s)?i.interactions.length:s;t.type=e,t.originalEvent=null,i.results=[];do if(u=i.interactions[d]){if("dragend"!==e&amp;&amp;u.cancelled)continue;h=o.properties(t,i,u),
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n.drag=i.drag,n.proxy=i.proxy||i.drag,n.startX=e.pageX,n.startY=e.pageY,n.deltaX=t.pageX-e.pageX,n.deltaY=t.pageY-e.pageY,n.originalX=i.offset.left,n.originalY=i.offset.top,n.offsetX=n.originalX+n.deltaX,n.offsetY=n.originalY+n.deltaY,n.drop=o.flatten((i.drop||[]).slice()),n.available=o.flatten((i.droppable||[]).slice()),n},element:function(t){return t&amp;&amp;(t.jquery||1==t.nodeType)?t:void 0},flatten:function(t){return n.map(t,function(t){return t&amp;&amp;t.jquery?n.makeArray(t):t&amp;&amp;t.length?o.flatten(t):t})},textselect:function(t){n(document)[t?"unbind":"bind"]("selectstart",o.dontstart).css("MozUserSelect",t?"":"none"),document.unselectable=t?"off":"on"},dontstart:function(){return!1},callback:function(){}};o.callback.prototype={update:function(){s.drop&amp;&amp;this.available.length&amp;&amp;n.each(this.available,function(t){s.drop.locate(this,t)})}};var a=r.dispatch;r.dispatch=function(t){return n.data(this,"suppress."+t.type)-(new Date).getTime()&gt;0?void n.removeData(this,"suppress."+t.type):a.apply(this,arguments)};var l=r.fixHooks.touchstart=r.fixHooks.touchmove=r.fixHooks.touchend=r.fixHooks.touchcancel={props:"clientX clientY pageX pageY screenX screenY".split(" "),filter:function(t,e){if(e){var i=e.touches&amp;&amp;e.touches[0]||e.changedTouches&amp;&amp;e.changedTouches[0]||null;i&amp;&amp;n.each(l.props,function(e,n){t[n]=i[n]})}return t}};s.draginit=s.dragstart=s.dragend=o},{jquery:18}],302:[function(t,e,i){var n=t("jquery");t("jquery_event_drag");n.fn.drop=function(t,e,i){var r="string"==typeof t?t:"",s=n.isFunction(t)?t:n.isFunction(e)?e:null;return 0!==r.indexOf("drop")&amp;&amp;(r="drop"+r),i=(t==s?e:i)||{},s?this.bind(r,i,s):this.trigger(r)},n.drop=function(t){t=t||{},o.multi=t.multi===!0?1/0:t.multi===!1?1:isNaN(t.multi)?o.multi:t.multi,o.delay=t.delay||o.delay,o.tolerance=n.isFunction(t.tolerance)?t.tolerance:null===t.tolerance?null:o.tolerance,o.mode=t.mode||o.mode||"intersect"};var r=n.event,s=r.special,o=n.event.special.drop={multi:1,delay:20,mode:"overlap",targets:[],datakey:"dropdata",noBubble:!0,add:function(t){var e=n.data(this,o.datakey);e.related+=1},remove:function(){n.data(this,o.datakey).related-=1},setup:function(){if(!n.data(this,o.datakey)){var t={related:0,active:[],anyactive:0,winner:0,location:{}};n.data(this,o.datakey,t),o.targets.push(this)}},teardown:function(){var t=n.data(this,o.datakey)||{};if(!t.related){n.removeData(this,o.datakey);var e=this;o.targets=n.grep(o.targets,function(t){return t!==e})}},handler:function(t,e){var i;if(e)switch(t.type){case"mousedown":case"touchstart":i=n(o.targets),"string"==typeof e.drop&amp;&amp;(i=i.filter(e.drop)),i.each(function(){var t=n.data(this,o.datakey);t.active=[],t.anyactive=0,t.winner=0}),e.droppable=i,s.drag.hijack(t,"dropinit",e);break;case"mousemove":case"touchmove":o.event=t,o.timer||o.tolerate(e);break;case"mouseup":case"touchend":o.timer=clearTimeout(o.timer),e.propagates&amp;&amp;(s.drag.hijack(t,"drop",e),s.drag.hijack(t,"dropend",e))}},locate:function(t,e){var i=n.data(t,o.datakey),r=n(t),s=r.offset()||{},a=r.outerHeight(),l=r.outerWidth(),u={elem:t,width:l,height:a,top:s.top,left:s.left,right:s.left+l,bottom:s.top+a};return i&amp;&amp;(i.location=u,i.index=e,i.elem=t),u},contains:function(t,e){return(e[0]||e.left)&gt;=t.left&amp;&amp;(e[0]||e.right)&lt;=t.right&amp;&amp;(e[1]||e.top)&gt;=t.top&amp;&amp;(e[1]||e.bottom)&lt;=t.bottom},modes:{intersect:function(t,e,i){return this.contains(i,[t.pageX,t.pageY])?1e9:this.modes.overlap.apply(this,arguments)},overlap:function(t,e,i){return Math.max(0,Math.min(i.bottom,e.bottom)-Math.max(i.top,e.top))*Math.max(0,Math.min(i.right,e.right)-Math.max(i.left,e.left))},fit:function(t,e,i){return this.contains(i,e)?1:0},middle:function(t,e,i){return this.contains(i,[e.left+.5*e.width,e.top+.5*e.height])?1:0}},sort:function(t,e){return e.winner-t.winner||t.index-e.index},tolerate:function(t){var e,i,r,a,l,u,h,c,p=0,d=t.interactions.length,f=[o.event.pageX,o.event.pageY],g=o.tolerance||o.modes[o.mode];do if(c=t.interactions[p]){if(!c)return;c.drop=[],l=[],u=c.droppable.length,g&amp;&amp;(r=o.locate(c.proxy)),e=0;do if(h=c.droppable[e]){if(a=n.data(h,o.datakey),i=a.location,!i)continue;a.winner=g?g.call(o,o.event,r,i):o.contains(i,f)?1:0,l.push(a)}while(++e&lt;u);l.sort(o.sort),e=0;do(a=l[e])&amp;&amp;(a.winner&amp;&amp;c.drop.length&lt;o.multi?(a.active[p]||a.anyactive||(s.drag.hijack(o.event,"dropstart",t,p,a.elem)[0]!==!1?(a.active[p]=1,a.anyactive+=1):a.winner=0),a.winner&amp;&amp;c.drop.push(a.elem)):a.active[p]&amp;&amp;1==a.anyactive&amp;&amp;(s.drag.hijack(o.event,"dropend",t,p,a.elem),a.active[p]=0,a.anyactive-=1));while(++e&lt;u)}while(++p&lt;d);o.last&amp;&amp;f[0]==o.last.pageX&amp;&amp;f[1]==o.last.pageY?delete o.timer:o.timer=setTimeout(function(){o.tolerate(t)},o.delay),o.last=o.event}};s.dropinit=s.dropstart=s.dropend=o},{jquery:18,jquery_event_drag:301}],303:[function(t,e,i){var n;!function(t){function e(t){return t instanceof Array?new l(t):t.__iter__()}function i(t){return t instanceof Array?new u(t):t.__reversed__()}function n(t){return t.__next__()}function r(t){if(t 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n=0,r=0,s=t.length,o=e.length,a=[];s&gt;n&amp;&amp;o&gt;r;){var l=t[n],u=e[r],h=i(l,u);0&gt;h?(a.push(l),++n):h&gt;0?(a.push(u),++r):(++n,++r)}for(;s&gt;n;)a.push(t[n]),++n;for(;o&gt;r;)a.push(e[r]),++r;return a}t.lowerBound=e,t.binarySearch=i,t.binaryFind=n,t.asSet=r,t.setIsDisjoint=s,t.setIsSubset=o,t.setUnion=a,t.setIntersection=l,t.setDifference=u,t.setSymmetricDifference=h}(n||(n={}));var n;!function(t){var e=function(){function e(){this._array=[]}return e.prototype.size=function(){return this._array.length},e.prototype.empty=function(){return 0===this._array.length},e.prototype.itemAt=function(t){return this._array[t]},e.prototype.takeAt=function(t){return this._array.splice(t,1)[0]},e.prototype.clear=function(){this._array=[]},e.prototype.swap=function(t){var e=this._array;this._array=t._array,t._array=e},e.prototype.__iter__=function(){return t.iter(this._array)},e.prototype.__reversed__=function(){return t.reversed(this._array)},e}();t.ArrayBase=e}(n||(n={}));var n,r=this.__extends||function(t,e){function i(){this.constructor=t}for(var n in e)e.hasOwnProperty(n)&amp;&amp;(t[n]=e[n]);i.prototype=e.prototype,t.prototype=new i};!function(t){function e(t){return function(e,i){return t(e.first,i)}}function i(t,e,i){for(var n=0,r=0,s=t.length,o=e.length,a=[];s&gt;n&amp;&amp;o&gt;r;){var l=t[n],u=e[r],h=i(l.first,u.first);0&gt;h?(a.push(l.copy()),++n):h&gt;0?(a.push(u.copy()),++r):(a.push(u.copy()),++n,++r)}for(;s&gt;n;)a.push(t[n].copy()),++n;for(;o&gt;r;)a.push(e[r].copy()),++r;return a}var n=function(n){function s(t){n.call(this),this._compare=t,this._wrapped=e(t)}return r(s,n),s.prototype.comparitor=function(){return this._compare},s.prototype.indexOf=function(e){return t.binarySearch(this._array,e,this._wrapped)},s.prototype.contains=function(e){return t.binarySearch(this._array,e,this._wrapped)&gt;=0},s.prototype.find=function(e){return t.binaryFind(this._array,e,this._wrapped)},s.prototype.setDefault=function(e,i){var 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instanceof i?e._array:t.asSet(e,n)}var i=function(i){function n(t){i.call(this),this._compare=t}return r(n,i),n.prototype.comparitor=function(){return this._compare},n.prototype.indexOf=function(e){return t.binarySearch(this._array,e,this._compare)},n.prototype.contains=function(e){return t.binarySearch(this._array,e,this._compare)&gt;=0},n.prototype.insert=function(e){var i=this._array,n=t.lowerBound(i,e,this._compare);return n===i.length?(i.push(e),!0):0!==this._compare(i[n],e)?(i.splice(n,0,e),!0):!1},n.prototype.erase=function(e){var i=this._array,n=t.binarySearch(i,e,this._compare);return 0&gt;n?!1:(i.splice(n,1),!0)},n.prototype.copy=function(){var t=new n(this._compare);return t._array=this._array.slice(),t},n.prototype.isDisjoint=function(i){var n=this._compare,r=e(i,n);return t.setIsDisjoint(this._array,r,n)},n.prototype.isSubset=function(i){var n=this._compare,r=e(i,n);return t.setIsSubset(this._array,r,n)},n.prototype.isSuperset=function(i){var 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n=this._compare,r=e(i,n);this._array=t.setSymmetricDifference(this._array,r,n)},n}(t.ArrayBase);t.UniqueArray=i}(n||(n={}));var s;!function(t){!function(t){t[t.Le=0]="Le",t[t.Ge=1]="Ge",t[t.Eq=2]="Eq"}(t.Operator||(t.Operator={}));var e=(t.Operator,function(){function e(e,n,r){"undefined"==typeof r&amp;&amp;(r=t.Strength.required),this._id=i++,this._operator=n,this._expression=e,this._strength=t.Strength.clip(r)}return e.Compare=function(t,e){return t.id()-e.id()},e.prototype.id=function(){return this._id},e.prototype.expression=function(){return this._expression},e.prototype.op=function(){return this._operator},e.prototype.strength=function(){return this._strength},e}());t.Constraint=e;var i=0}(s||(s={}));var s;!function(t){function e(t){return new n.AssociativeArray(t)}t.createMap=e}(s||(s={}));var s;!function(t){var e=function(){function t(t){"undefined"==typeof t&amp;&amp;(t=""),this._value=0,this._context=null,this._id=i++,this._name=t}return t.Compare=function(t,e){return t.id()-e.id()},t.prototype.id=function(){return this._id},t.prototype.name=function(){return this._name},t.prototype.setName=function(t){this._name=t},t.prototype.context=function(){return this._context},t.prototype.setContext=function(t){this._context=t},t.prototype.value=function(){return this._value},t.prototype.setValue=function(t){this._value=t},t}();t.Variable=e;var i=0}(s||(s={}));var s;!function(t){function e(e){for(var i=0,n=function(){return 0},r=t.createMap(t.Variable.Compare),s=0,o=e.length;o&gt;s;++s){var a=e[s];if("number"==typeof a)i+=a;else if(a instanceof t.Variable)r.setDefault(a,n).second+=1;else{if(!(a instanceof Array))throw new Error("invalid Expression argument: "+a);if(2!==a.length)throw new Error("array must have length 2");var l=a[0],u=a[1];if("number"!=typeof l)throw new Error("array item 0 must be a number");if(!(u instanceof t.Variable))throw new Error("array item 1 must be a variable");r.setDefault(u,n).second+=l}}return{terms:r,constant:i}}var i=function(){function t(){var t=e(arguments);this._terms=t.terms,this._constant=t.constant}return t.prototype.terms=function(){return this._terms},t.prototype.constant=function(){return this._constant},t.prototype.value=function(){var t=this._constant;return n.forEach(this._terms,function(e){t+=e.first.value()*e.second}),t},t}();t.Expression=i}(s||(s={}));var s;!function(t){!function(t){function e(t,e,i,n){"undefined"==typeof n&amp;&amp;(n=1);var r=0;return r+=1e6*Math.max(0,Math.min(1e3,t*n)),r+=1e3*Math.max(0,Math.min(1e3,e*n)),r+=Math.max(0,Math.min(1e3,i*n))}function i(e){return Math.max(0,Math.min(t.required,e))}t.create=e,t.required=e(1e3,1e3,1e3),t.strong=e(1,0,0),t.medium=e(0,1,0),t.weak=e(0,0,1),t.clip=i}(t.Strength||(t.Strength={}));t.Strength}(s||(s={}));var s;!function(t){function e(t){var e=1e-8;return 0&gt;t?e&gt;-t:e&gt;t}function i(){return t.createMap(t.Constraint.Compare)}function n(){return t.createMap(l.Compare)}function r(){return t.createMap(t.Variable.Compare)}function s(){return t.createMap(t.Variable.Compare)}var o=function(){function o(){this._cnMap=i(),this._rowMap=n(),this._varMap=r(),this._editMap=s(),this._infeasibleRows=[],this._objective=new h,this._artificial=null,this._idTick=0}return o.prototype.addConstraint=function(t){var i=this._cnMap.find(t);if(void 0!==i)throw new Error("duplicate constraint");var n=this._createRow(t),r=n.row,s=n.tag,o=this._chooseSubject(r,s);if(0===o.type()&amp;&amp;r.allDummies()){if(!e(r.constant()))throw new Error("unsatifiable constraint");o=s.marker}if(0===o.type()){if(!this._addWithArtificialVariable(r))throw new Error("unsatisfiable constraint")}else r.solveFor(o),this._substitute(o,r),this._rowMap.insert(o,r);this._cnMap.insert(t,s),this._optimize(this._objective)},o.prototype.removeConstraint=function(t){var e=this._cnMap.erase(t);if(void 0===e)throw new Error("unknown constraint");this._removeConstraintEffects(t,e.second);var i=e.second.marker,n=this._rowMap.erase(i);if(void 0===n){var r=this._getMarkerLeavingSymbol(i);if(0===r.type())throw new Error("failed to find leaving row");n=this._rowMap.erase(r),n.second.solveForEx(r,i),this._substitute(i,n.second)}this._optimize(this._objective)},o.prototype.hasConstraint=function(t){return this._cnMap.contains(t)},o.prototype.addEditVariable=function(e,i){var n=this._editMap.find(e);if(void 0!==n)throw new Error("duplicate edit variable");if(i=t.Strength.clip(i),i===t.Strength.required)throw new Error("bad required strength");var r=new t.Expression(e),s=new t.Constraint(r,2,i);this.addConstraint(s);var o=this._cnMap.find(s).second,a={tag:o,constraint:s,constant:0};this._editMap.insert(e,a)},o.prototype.removeEditVariable=function(t){var e=this._editMap.erase(t);if(void 0===e)throw new Error("unknown edit variable");this.removeConstraint(e.second.constraint)},o.prototype.hasEditVariable=function(t){return this._editMap.contains(t)},o.prototype.suggestValue=function(t,e){var i=this._editMap.find(t);if(void 0===i)throw new Error("unknown edit variable");var n=this._rowMap,r=i.second,s=e-r.constant;r.constant=e;var o=r.tag.marker,a=n.find(o);if(void 0!==a)return a.second.add(-s)&lt;0&amp;&amp;this._infeasibleRows.push(o),void this._dualOptimize();var l=r.tag.other,a=n.find(l);if(void 0!==a)return a.second.add(s)&lt;0&amp;&amp;this._infeasibleRows.push(l),void this._dualOptimize();for(var u=0,h=n.size();h&gt;u;++u){var a=n.itemAt(u),c=a.second,p=c.coefficientFor(o);0!==p&amp;&amp;c.add(s*p)&lt;0&amp;&amp;1!==a.first.type()&amp;&amp;this._infeasibleRows.push(a.first)}this._dualOptimize()},o.prototype.updateVariables=function(){for(var t=this._varMap,e=this._rowMap,i=0,n=t.size();n&gt;i;++i){var r=t.itemAt(i),s=e.find(r.second);void 0!==s?r.first.setValue(s.second.constant()):r.first.setValue(0)}},o.prototype._getVarSymbol=function(t){var e=this,i=function(){return e._makeSymbol(1)};return this._varMap.setDefault(t,i).second},o.prototype._createRow=function(i){for(var n=i.expression(),r=new h(n.constant()),s=n.terms(),o=0,a=s.size();a&gt;o;++o){var l=s.itemAt(o);if(!e(l.second)){var c=this._getVarSymbol(l.first),p=this._rowMap.find(c);void 0!==p?r.insertRow(p.second,l.second):r.insertSymbol(c,l.second)}}var d=this._objective,f=i.strength(),g={marker:u,other:u};switch(i.op()){case 0:case 1:var m=0===i.op()?1:-1,_=this._makeSymbol(2);if(g.marker=_,r.insertSymbol(_,m),f&lt;t.Strength.required){var v=this._makeSymbol(3);g.other=v,r.insertSymbol(v,-m),d.insertSymbol(v,f)}break;case 2:if(f&lt;t.Strength.required){var y=this._makeSymbol(3),b=this._makeSymbol(3);g.marker=y,g.other=b,r.insertSymbol(y,-1),r.insertSymbol(b,1),d.insertSymbol(y,f),d.insertSymbol(b,f)}else{var w=this._makeSymbol(4);g.marker=w,r.insertSymbol(w)}}return r.constant()&lt;0&amp;&amp;r.reverseSign(),{row:r,tag:g}},o.prototype._chooseSubject=function(t,e){for(var i=t.cells(),n=0,r=i.size();r&gt;n;++n){var s=i.itemAt(n);if(1===s.first.type())return s.first}var o=e.marker.type();return(2===o||3===o)&amp;&amp;t.coefficientFor(e.marker)&lt;0?e.marker:(o=e.other.type(),(2===o||3===o)&amp;&amp;t.coefficientFor(e.other)&lt;0?e.other:u)},o.prototype._addWithArtificialVariable=function(t){var i=this._makeSymbol(2);this._rowMap.insert(i,t.copy()),this._artificial=t.copy(),this._optimize(this._artificial);var n=e(this._artificial.constant());this._artificial=null;var r=this._rowMap.erase(i);if(void 0!==r){var s=r.second;if(s.isConstant())return n;var o=this._anyPivotableSymbol(s);if(0===o.type())return!1;s.solveForEx(i,o),this._substitute(o,s),this._rowMap.insert(o,s)}for(var a=this._rowMap,l=0,u=a.size();u&gt;l;++l)a.itemAt(l).second.removeSymbol(i);return this._objective.removeSymbol(i),n},o.prototype._substitute=function(t,e){for(var i=this._rowMap,n=0,r=i.size();r&gt;n;++n){var s=i.itemAt(n);s.second.substitute(t,e),s.second.constant()&lt;0&amp;&amp;1!==s.first.type()&amp;&amp;this._infeasibleRows.push(s.first)}this._objective.substitute(t,e),this._artificial&amp;&amp;this._artificial.substitute(t,e)},o.prototype._optimize=function(t){for(;;){var e=this._getEnteringSymbol(t);if(0===e.type())return;var i=this._getLeavingSymbol(e);if(0===i.type())throw new Error("the objective is unbounded");var n=this._rowMap.erase(i).second;n.solveForEx(i,e),this._substitute(e,n),this._rowMap.insert(e,n)}},o.prototype._dualOptimize=function(){for(var t=this._rowMap,e=this._infeasibleRows;0!==e.length;){var i=e.pop(),n=t.find(i);if(void 0!==n&amp;&amp;n.second.constant()&lt;0){var r=this._getDualEnteringSymbol(n.second);if(0===r.type())throw new Error("dual optimize failed");var s=n.second;t.erase(i),s.solveForEx(i,r),this._substitute(r,s),t.insert(r,s)}}},o.prototype._getEnteringSymbol=function(t){for(var e=t.cells(),i=0,n=e.size();n&gt;i;++i){var r=e.itemAt(i),s=r.first;if(r.second&lt;0&amp;&amp;4!==s.type())return s}return u},o.prototype._getDualEnteringSymbol=function(t){for(var e=Number.MAX_VALUE,i=u,n=t.cells(),r=0,s=n.size();s&gt;r;++r){var o=n.itemAt(r),a=o.first,l=o.second;if(l&gt;0&amp;&amp;4!==a.type()){var h=this._objective.coefficientFor(a),c=h/l;e&gt;c&amp;&amp;(e=c,i=a)}}return i},o.prototype._getLeavingSymbol=function(t){for(var e=Number.MAX_VALUE,i=u,n=this._rowMap,r=0,s=n.size();s&gt;r;++r){var o=n.itemAt(r),a=o.first;if(1!==a.type()){var l=o.second,h=l.coefficientFor(t);if(0&gt;h){var c=-l.constant()/h;e&gt;c&amp;&amp;(e=c,i=a)}}}return i},o.prototype._getMarkerLeavingSymbol=function(t){for(var e=Number.MAX_VALUE,i=e,n=e,r=u,s=r,o=r,a=r,l=this._rowMap,h=0,c=l.size();c&gt;h;++h){var p=l.itemAt(h),d=p.second,f=d.coefficientFor(t);if(0!==f){var g=p.first;if(1===g.type())a=g;else if(0&gt;f){var m=-d.constant()/f;i&gt;m&amp;&amp;(i=m,s=g)}else{var m=d.constant()/f;n&gt;m&amp;&amp;(n=m,o=g)}}}return s!==r?s:o!==r?o:a},o.prototype._removeConstraintEffects=function(t,e){3===e.marker.type()&amp;&amp;this._removeMarkerEffects(e.marker,t.strength()),3===e.other.type()&amp;&amp;this._removeMarkerEffects(e.other,t.strength())},o.prototype._removeMarkerEffects=function(t,e){var i=this._rowMap.find(t);void 0!==i?this._objective.insertRow(i.second,-e):this._objective.insertSymbol(t,-e)},o.prototype._anyPivotableSymbol=function(t){for(var e=t.cells(),i=0,n=e.size();n&gt;i;++i){var r=e.itemAt(i),s=r.first.type();if(2===s||3===s)return r.first}return u},o.prototype._makeSymbol=function(t){return new l(t,this._idTick++)},o}();t.Solver=o;var a;!function(t){t[t.Invalid=0]="Invalid",t[t.External=1]="External",t[t.Slack=2]="Slack",t[t.Error=3]="Error",t[t.Dummy=4]="Dummy"}(a||(a={}));var l=function(){function t(t,e){this._id=e,this._type=t}return t.Compare=function(t,e){return t.id()-e.id()},t.prototype.id=function(){return this._id},t.prototype.type=function(){return this._type},t}(),u=new l(0,-1),h=function(){function i(e){"undefined"==typeof e&amp;&amp;(e=0),this._cellMap=t.createMap(l.Compare),this._constant=e}return i.prototype.cells=function(){return this._cellMap},i.prototype.constant=function(){return this._constant},i.prototype.isConstant=function(){return this._cellMap.empty()},i.prototype.allDummies=function(){for(var t=this._cellMap,e=0,i=t.size();i&gt;e;++e){var n=t.itemAt(e);if(4!==n.first.type())return!1}return!0},i.prototype.copy=function(){var t=new i(this._constant);return t._cellMap=this._cellMap.copy(),t},i.prototype.add=function(t){return this._constant+=t},i.prototype.insertSymbol=function(t,i){"undefined"==typeof i&amp;&amp;(i=1);var n=this._cellMap.setDefault(t,function(){return 0});e(n.second+=i)&amp;&amp;this._cellMap.erase(t)},i.prototype.insertRow=function(t,e){"undefined"==typeof e&amp;&amp;(e=1),this._constant+=t._constant*e;for(var i=t._cellMap,n=0,r=i.size();r&gt;n;++n){var s=i.itemAt(n);this.insertSymbol(s.first,s.second*e)}},i.prototype.removeSymbol=function(t){this._cellMap.erase(t)},i.prototype.reverseSign=function(){this._constant=-this._constant;for(var t=this._cellMap,e=0,i=t.size();i&gt;e;++e){var n=t.itemAt(e);n.second=-n.second}},i.prototype.solveFor=function(t){var e=this._cellMap,i=e.erase(t),n=-1/i.second;this._constant*=n;for(var r=0,s=e.size();s&gt;r;++r)e.itemAt(r).second*=n},i.prototype.solveForEx=function(t,e){this.insertSymbol(t,-1),this.solveFor(e)},i.prototype.coefficientFor=function(t){var e=this._cellMap.find(t);return void 0!==e?e.second:0},i.prototype.substitute=function(t,e){var i=this._cellMap.erase(t);void 0!==i&amp;&amp;this.insertRow(e,i.second)},i}()}(s||(s={})),e.exports=s},{}],304:[function(t,e,i){function n(t,e,i,n){var r,s,o=Math.pow(10,e);return s=(i(t*o)/o).toFixed(e),n&amp;&amp;(r=new RegExp("0{1,"+n+"}$"),s=s.replace(r,"")),s}function r(t,e,i,n){var r;return 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finishInitialization(){initialized||(initialized=!0,viewportW=parseFloat($.css($container[0],"width",!0)),measureCellPaddingAndBorder(),disableSelection($headers),options.enableTextSelectionOnCells||$viewport.bind("selectstart.ui",function(t){return $(t.target).is("input,textarea")}),updateColumnCaches(),createColumnHeaders(),setupColumnSort(),createCssRules(),resizeCanvas(),bindAncestorScrollEvents(),$container.bind("resize.bk-slickgrid",resizeCanvas),$viewport.bind("scroll",handleScroll),$headerScroller.bind("contextmenu",handleHeaderContextMenu).bind("click",handleHeaderClick).delegate(".bk-slick-header-column","mouseenter",handleHeaderMouseEnter).delegate(".bk-slick-header-column","mouseleave",handleHeaderMouseLeave),$headerRowScroller.bind("scroll",handleHeaderRowScroll),$focusSink.add($focusSink2).bind("keydown",handleKeyDown),$canvas.bind("keydown",handleKeyDown).bind("click",handleClick).bind("dblclick",handleDblClick).bind("contextmenu",handleContextMenu).bind("draginit",handleDragInit).bind("dragstart",{distance:3},handleDragStart).bind("drag",handleDrag).bind("dragend",handleDragEnd).delegate(".bk-slick-cell","mouseenter",handleMouseEnter).delegate(".bk-slick-cell","mouseleave",handleMouseLeave),navigator.userAgent.toLowerCase().match(/webkit/)&amp;&amp;navigator.userAgent.toLowerCase().match(/macintosh/)&amp;&amp;$canvas.bind("mousewheel",handleMouseWheel))}function registerPlugin(t){plugins.unshift(t),t.init(self)}function unregisterPlugin(t){for(var e=plugins.length;e&gt;=0;e--)if(plugins[e]===t){plugins[e].destroy&amp;&amp;plugins[e].destroy(),plugins.splice(e,1);break}}function setSelectionModel(t){selectionModel&amp;&amp;(selectionModel.onSelectedRangesChanged.unsubscribe(handleSelectedRangesChanged),selectionModel.destroy&amp;&amp;selectionModel.destroy()),selectionModel=t,selectionModel&amp;&amp;(selectionModel.init(self),selectionModel.onSelectedRangesChanged.subscribe(handleSelectedRangesChanged))}function getSelectionModel(){return selectionModel}function getCanvasNode(){return $canvas[0]}function measureScrollbar(){var t=$("&lt;div style='position:absolute; top:-10000px; left:-10000px; width:100px; height:100px; overflow:scroll;'&gt;&lt;/div&gt;").appendTo("body"),e={width:t.width()-t[0].clientWidth,height:t.height()-t[0].clientHeight};return t.remove(),e}function getHeadersWidth(){for(var t=0,e=0,i=columns.length;i&gt;e;e++){var n=columns[e].width;t+=n}return t+=scrollbarDimensions.width,Math.max(t,viewportW)+1e3}function getCanvasWidth(){for(var t=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW,e=0,i=columns.length;i--;)e+=columns[i].width;return options.fullWidthRows?Math.max(e,t):e}function updateCanvasWidth(t){var e=canvasWidth;canvasWidth=getCanvasWidth(),canvasWidth!=e&amp;&amp;($canvas.width(canvasWidth),$headerRow.width(canvasWidth),$headers.width(getHeadersWidth()),viewportHasHScroll=canvasWidth&gt;viewportW-scrollbarDimensions.width),$headerRowSpacer.width(canvasWidth+(viewportHasVScroll?scrollbarDimensions.width:0)),(canvasWidth!=e||t)&amp;&amp;applyColumnWidths()}function disableSelection(t){t&amp;&amp;t.jquery&amp;&amp;t.attr("unselectable","on").css("MozUserSelect","none").bind("selectstart.ui",function(){return!1})}function getMaxSupportedCssHeight(){for(var t=1e6,e=navigator.userAgent.toLowerCase().match(/firefox/)?6e6:1e9,i=$("&lt;div style='display:none' /&gt;").appendTo(document.body);;){var n=2*t;if(i.css("height",n),n&gt;e||i.height()!==n)break;t=n}return i.remove(),t}function bindAncestorScrollEvents(){for(var t=$canvas[0];(t=t.parentNode)!=document.body&amp;&amp;null!=t;)if(t==$viewport[0]||t.scrollWidth!=t.clientWidth||t.scrollHeight!=t.clientHeight){var e=$(t);$boundAncestors=$boundAncestors?$boundAncestors.add(e):e,e.bind("scroll."+uid,handleActiveCellPositionChange)}}function unbindAncestorScrollEvents(){$boundAncestors&amp;&amp;($boundAncestors.unbind("scroll."+uid),$boundAncestors=null)}function updateColumnHeader(t,e,i){if(initialized){var n=getColumnIndex(t);if(null!=n){var r=columns[n],s=$headers.children().eq(n);s&amp;&amp;(void 0!==e&amp;&amp;(columns[n].name=e),void 0!==i&amp;&amp;(columns[n].toolTip=i),trigger(self.onBeforeHeaderCellDestroy,{node:s[0],column:r}),s.attr("title",i||"").children().eq(0).html(e),trigger(self.onHeaderCellRendered,{node:s[0],column:r}))}}}function getHeaderRow(){return $headerRow[0]}function getHeaderRowColumn(t){var e=getColumnIndex(t),i=$headerRow.children().eq(e);return i&amp;&amp;i[0]}function createColumnHeaders(){function t(){$(this).addClass("bk-ui-state-hover")}function e(){$(this).removeClass("bk-ui-state-hover")}$headers.find(".bk-slick-header-column").each(function(){var t=$(this).data("column");t&amp;&amp;trigger(self.onBeforeHeaderCellDestroy,{node:this,column:t})}),$headers.empty(),$headers.width(getHeadersWidth()),$headerRow.find(".bk-slick-headerrow-column").each(function(){var t=$(this).data("column");t&amp;&amp;trigger(self.onBeforeHeaderRowCellDestroy,{node:this,column:t})}),$headerRow.empty();for(var i=0;i&lt;columns.length;i++){var n=columns[i],r=$("&lt;div class='bk-ui-state-default bk-slick-header-column' /&gt;").html("&lt;span class='bk-slick-column-name'&gt;"+n.name+"&lt;/span&gt;").width(n.width-headerColumnWidthDiff).attr("id",""+uid+n.id).attr("title",n.toolTip||"").data("column",n).addClass(n.headerCssClass||"").appendTo($headers);if((options.enableColumnReorder||n.sortable)&amp;&amp;r.on("mouseenter",t).on("mouseleave",e),n.sortable&amp;&amp;(r.addClass("bk-slick-header-sortable"),r.append("&lt;span class='bk-slick-sort-indicator' /&gt;")),trigger(self.onHeaderCellRendered,{node:r[0],column:n}),options.showHeaderRow){var s=$("&lt;div class='bk-ui-state-default bk-slick-headerrow-column l"+i+" r"+i+"'&gt;&lt;/div&gt;").data("column",n).appendTo($headerRow);trigger(self.onHeaderRowCellRendered,{node:s[0],column:n})}}setSortColumns(sortColumns),setupColumnResize(),options.enableColumnReorder&amp;&amp;setupColumnReorder()}function setupColumnSort(){$headers.click(function(t){if(t.metaKey=t.metaKey||t.ctrlKey,!$(t.target).hasClass("bk-slick-resizable-handle")){var e=$(t.target).closest(".bk-slick-header-column");if(e.length){var i=e.data("column");if(i.sortable){if(!getEditorLock().commitCurrentEdit())return;for(var n=null,r=0;r&lt;sortColumns.length;r++)if(sortColumns[r].columnId==i.id){n=sortColumns[r],n.sortAsc=!n.sortAsc;break}t.metaKey&amp;&amp;options.multiColumnSort?n&amp;&amp;sortColumns.splice(r,1):((t.shiftKey||t.metaKey)&amp;&amp;options.multiColumnSort||(sortColumns=[]),n?0==sortColumns.length&amp;&amp;sortColumns.push(n):(n={columnId:i.id,sortAsc:i.defaultSortAsc},sortColumns.push(n))),setSortColumns(sortColumns),options.multiColumnSort?trigger(self.onSort,{multiColumnSort:!0,sortCols:$.map(sortColumns,function(t){return{sortCol:columns[getColumnIndex(t.columnId)],sortAsc:t.sortAsc}})},t):trigger(self.onSort,{multiColumnSort:!1,sortCol:i,sortAsc:n.sortAsc},t)}}}})}function setupColumnReorder(){$headers.filter(":ui-sortable").sortable("destroy"),$headers.sortable({containment:"parent",distance:3,axis:"x",cursor:"default",tolerance:"intersection",helper:"clone",placeholder:"bk-slick-sortable-placeholder bk-ui-state-default bk-slick-header-column",start:function(t,e){e.placeholder.width(e.helper.outerWidth()-headerColumnWidthDiff),$(e.helper).addClass("bk-slick-header-column-active")},beforeStop:function(t,e){$(e.helper).removeClass("bk-slick-header-column-active")},stop:function(t){if(!getEditorLock().commitCurrentEdit())return void $(this).sortable("cancel");for(var e=$headers.sortable("toArray"),i=[],n=0;n&lt;e.length;n++)i.push(columns[getColumnIndex(e[n].replace(uid,""))]);setColumns(i),trigger(self.onColumnsReordered,{}),t.stopPropagation(),setupColumnResize()}})}function setupColumnResize(){var t,e,i,n,r,s,o,a,l;r=$headers.children(),r.find(".bk-slick-resizable-handle").remove(),r.each(function(t,e){columns[t].resizable&amp;&amp;(void 0===a&amp;&amp;(a=t),l=t)}),void 0!==a&amp;&amp;r.each(function(u,h){a&gt;u||options.forceFitColumns&amp;&amp;u&gt;=l||(t=$(h),$("&lt;div class='bk-slick-resizable-handle' /&gt;").appendTo(h).bind("dragstart",function(t,a){if(!getEditorLock().commitCurrentEdit())return!1;n=t.pageX,$(this).parent().addClass("bk-slick-header-column-active");var l=null,h=null;if(r.each(function(t,e){columns[t].previousWidth=$(e).outerWidth()}),options.forceFitColumns)for(l=0,h=0,e=u+1;e&lt;r.length;e++)i=columns[e],i.resizable&amp;&amp;(null!==h&amp;&amp;(i.maxWidth?h+=i.maxWidth-i.previousWidth:h=null),l+=i.previousWidth-Math.max(i.minWidth||0,absoluteColumnMinWidth));var c=0,p=0;for(e=0;u&gt;=e;e++)i=columns[e],i.resizable&amp;&amp;(null!==p&amp;&amp;(i.maxWidth?p+=i.maxWidth-i.previousWidth:p=null),c+=i.previousWidth-Math.max(i.minWidth||0,absoluteColumnMinWidth));null===l&amp;&amp;(l=1e5),null===c&amp;&amp;(c=1e5),null===h&amp;&amp;(h=1e5),null===p&amp;&amp;(p=1e5),o=n+Math.min(l,p),s=n-Math.min(c,h)}).bind("drag",function(t,a){var l,h,c=Math.min(o,Math.max(s,t.pageX))-n;if(0&gt;c){for(h=c,e=u;e&gt;=0;e--)i=columns[e],i.resizable&amp;&amp;(l=Math.max(i.minWidth||0,absoluteColumnMinWidth),h&amp;&amp;i.previousWidth+h&lt;l?(h+=i.previousWidth-l,i.width=l):(i.width=i.previousWidth+h,h=0));if(options.forceFitColumns)for(h=-c,e=u+1;e&lt;r.length;e++)i=columns[e],i.resizable&amp;&amp;(h&amp;&amp;i.maxWidth&amp;&amp;i.maxWidth-i.previousWidth&lt;h?(h-=i.maxWidth-i.previousWidth,i.width=i.maxWidth):(i.width=i.previousWidth+h,h=0))}else{for(h=c,e=u;e&gt;=0;e--)i=columns[e],i.resizable&amp;&amp;(h&amp;&amp;i.maxWidth&amp;&amp;i.maxWidth-i.previousWidth&lt;h?(h-=i.maxWidth-i.previousWidth,i.width=i.maxWidth):(i.width=i.previousWidth+h,h=0));if(options.forceFitColumns)for(h=-c,e=u+1;e&lt;r.length;e++)i=columns[e],i.resizable&amp;&amp;(l=Math.max(i.minWidth||0,absoluteColumnMinWidth),h&amp;&amp;i.previousWidth+h&lt;l?(h+=i.previousWidth-l,i.width=l):(i.width=i.previousWidth+h,h=0))}applyColumnHeaderWidths(),options.syncColumnCellResize&amp;&amp;applyColumnWidths()}).bind("dragend",function(t,n){var s;for($(this).parent().removeClass("bk-slick-header-column-active"),e=0;e&lt;r.length;e++)i=columns[e],s=$(r[e]).outerWidth(),i.previousWidth!==s&amp;&amp;i.rerenderOnResize&amp;&amp;invalidateAllRows();updateCanvasWidth(!0),render(),trigger(self.onColumnsResized,{})}))})}function getVBoxDelta(t){var e=["borderTopWidth","borderBottomWidth","paddingTop","paddingBottom"],i=0;return $.each(e,function(e,n){i+=parseFloat(t.css(n))||0}),i}function measureCellPaddingAndBorder(){var t,e=["borderLeftWidth","borderRightWidth","paddingLeft","paddingRight"],i=["borderTopWidth","borderBottomWidth","paddingTop","paddingBottom"];t=$("&lt;div class='bk-ui-state-default bk-slick-header-column' style='visibility:hidden'&gt;-&lt;/div&gt;").appendTo($headers),headerColumnWidthDiff=headerColumnHeightDiff=0,"border-box"!=t.css("box-sizing")&amp;&amp;"border-box"!=t.css("-moz-box-sizing")&amp;&amp;"border-box"!=t.css("-webkit-box-sizing")&amp;&amp;($.each(e,function(e,i){headerColumnWidthDiff+=parseFloat(t.css(i))||0}),$.each(i,function(e,i){headerColumnHeightDiff+=parseFloat(t.css(i))||0})),t.remove();var n=$("&lt;div class='bk-slick-row' /&gt;").appendTo($canvas);t=$("&lt;div class='bk-slick-cell' id='' style='visibility:hidden'&gt;-&lt;/div&gt;").appendTo(n),cellWidthDiff=cellHeightDiff=0,"border-box"!=t.css("box-sizing")&amp;&amp;"border-box"!=t.css("-moz-box-sizing")&amp;&amp;"border-box"!=t.css("-webkit-box-sizing")&amp;&amp;($.each(e,function(e,i){cellWidthDiff+=parseFloat(t.css(i))||0}),$.each(i,function(e,i){cellHeightDiff+=parseFloat(t.css(i))||0})),n.remove(),absoluteColumnMinWidth=Math.max(headerColumnWidthDiff,cellWidthDiff)}function createCssRules(){$style=$("&lt;style type='text/css' rel='stylesheet' /&gt;").appendTo($("head"));for(var t=options.rowHeight-cellHeightDiff,e=["."+uid+" .bk-slick-header-column { left: 1000px; }","."+uid+" .bk-slick-top-panel { height:"+options.topPanelHeight+"px; }","."+uid+" .bk-slick-headerrow-columns { height:"+options.headerRowHeight+"px; }","."+uid+" .bk-slick-cell { height:"+t+"px; }","."+uid+" .bk-slick-row { height:"+options.rowHeight+"px; }"],i=0;i&lt;columns.length;i++)e.push("."+uid+" .l"+i+" { }"),e.push("."+uid+" .r"+i+" { }");$style[0].styleSheet?$style[0].styleSheet.cssText=e.join(" "):$style[0].appendChild(document.createTextNode(e.join(" ")))}function getColumnCssRules(t){if(!stylesheet){for(var e=document.styleSheets,i=0;i&lt;e.length;i++)if((e[i].ownerNode||e[i].owningElement)==$style[0]){stylesheet=e[i];break}if(!stylesheet)throw new Error("Cannot find stylesheet.");columnCssRulesL=[],columnCssRulesR=[];for(var n,r,s=stylesheet.cssRules||stylesheet.rules,i=0;i&lt;s.length;i++){var o=s[i].selectorText;(n=/\.l\d+/.exec(o))?(r=parseInt(n[0].substr(2,n[0].length-2),10),columnCssRulesL[r]=s[i]):(n=/\.r\d+/.exec(o))&amp;&amp;(r=parseInt(n[0].substr(2,n[0].length-2),10),columnCssRulesR[r]=s[i])}}return{left:columnCssRulesL[t],right:columnCssRulesR[t]}}function removeCssRules(){$style.remove(),stylesheet=null}function destroy(){getEditorLock().cancelCurrentEdit(),trigger(self.onBeforeDestroy,{});for(var t=plugins.length;t--;)unregisterPlugin(plugins[t]);options.enableColumnReorder&amp;&amp;$headers.filter(":ui-sortable").sortable("destroy"),unbindAncestorScrollEvents(),$container.unbind(".bk-slickgrid"),removeCssRules(),$canvas.unbind("draginit dragstart dragend drag"),$container.empty().removeClass(uid)}function trigger(t,e,i){return i=i||new Slick.EventData,e=e||{},e.grid=self,t.notify(e,i,self)}function getEditorLock(){return options.editorLock}function getEditController(){return editController}function getColumnIndex(t){return columnsById[t]}function autosizeColumns(){var t,e,i,n=[],r=0,s=0,o=viewportHasVScroll?viewportW-scrollbarDimensions.width:viewportW;for(t=0;t&lt;columns.length;t++)e=columns[t],n.push(e.width),s+=e.width,e.resizable&amp;&amp;(r+=e.width-Math.max(e.minWidth,absoluteColumnMinWidth));for(i=s;s&gt;o&amp;&amp;r;){var a=(s-o)/r;for(t=0;t&lt;columns.length&amp;&amp;s&gt;o;t++){e=columns[t];var l=n[t];if(!(!e.resizable||l&lt;=e.minWidth||absoluteColumnMinWidth&gt;=l)){var u=Math.max(e.minWidth,absoluteColumnMinWidth),h=Math.floor(a*(l-u))||1;h=Math.min(h,l-u),s-=h,r-=h,n[t]-=h}}if(s&gt;=i)break;i=s}for(i=s;o&gt;s;){var c=o/s;for(t=0;t&lt;columns.length&amp;&amp;o&gt;s;t++){e=columns[t];var p,d=n[t];p=!e.resizable||e.maxWidth&lt;=d?0:Math.min(Math.floor(c*d)-d,e.maxWidth-d||1e6)||1,s+=p,n[t]+=p}if(i&gt;=s)break;i=s}var f=!1;for(t=0;t&lt;columns.length;t++)columns[t].rerenderOnResize&amp;&amp;columns[t].width!=n[t]&amp;&amp;(f=!0),columns[t].width=n[t];applyColumnHeaderWidths(),updateCanvasWidth(!0),f&amp;&amp;(invalidateAllRows(),render())}function applyColumnHeaderWidths(){if(initialized){for(var t,e=0,i=$headers.children(),n=i.length;n&gt;e;e++)t=$(i[e]),t.width()!==columns[e].width-headerColumnWidthDiff&amp;&amp;t.width(columns[e].width-headerColumnWidthDiff);updateColumnCaches()}}function applyColumnWidths(){for(var t,e,i=0,n=0;n&lt;columns.length;n++)t=columns[n].width,e=getColumnCssRules(n),e.left.style.left=i+"px",e.right.style.right=canvasWidth-i-t+"px",i+=columns[n].width}function setSortColumn(t,e){setSortColumns([{columnId:t,sortAsc:e}])}function setSortColumns(t){sortColumns=t;var e=$headers.children();e.removeClass("bk-slick-header-column-sorted").find(".bk-slick-sort-indicator").removeClass("bk-slick-sort-indicator-asc bk-slick-sort-indicator-desc"),$.each(sortColumns,function(t,i){null==i.sortAsc&amp;&amp;(i.sortAsc=!0);var n=getColumnIndex(i.columnId);null!=n&amp;&amp;e.eq(n).addClass("bk-slick-header-column-sorted").find(".bk-slick-sort-indicator").addClass(i.sortAsc?"bk-slick-sort-indicator-asc":"bk-slick-sort-indicator-desc")})}function getSortColumns(){return sortColumns}function handleSelectedRangesChanged(t,e){selectedRows=[];for(var i={},n=0;n&lt;e.length;n++)for(var r=e[n].fromRow;r&lt;=e[n].toRow;r++){i[r]||(selectedRows.push(r),i[r]={});for(var s=e[n].fromCell;s&lt;=e[n].toCell;s++)canCellBeSelected(r,s)&amp;&amp;(i[r][columns[s].id]=options.selectedCellCssClass)}setCellCssStyles(options.selectedCellCssClass,i),trigger(self.onSelectedRowsChanged,{rows:getSelectedRows()},t)}function getColumns(){return columns}function updateColumnCaches(){columnPosLeft=[],columnPosRight=[];for(var t=0,e=0,i=columns.length;i&gt;e;e++)columnPosLeft[e]=t,columnPosRight[e]=t+columns[e].width,t+=columns[e].width}function setColumns(t){columns=t,columnsById={};for(var e=0;e&lt;columns.length;e++){var i=columns[e]=$.extend({},columnDefaults,columns[e]);columnsById[i.id]=e,i.minWidth&amp;&amp;i.width&lt;i.minWidth&amp;&amp;(i.width=i.minWidth),i.maxWidth&amp;&amp;i.width&gt;i.maxWidth&amp;&amp;(i.width=i.maxWidth)}updateColumnCaches(),initialized&amp;&amp;(invalidateAllRows(),createColumnHeaders(),removeCssRules(),createCssRules(),resizeCanvas(),applyColumnWidths(),handleScroll())}function getOptions(){return options}function setOptions(t){getEditorLock().commitCurrentEdit()&amp;&amp;(makeActiveCellNormal(),options.enableAddRow!==t.enableAddRow&amp;&amp;invalidateRow(getDataLength()),options=$.extend(options,t),validateAndEnforceOptions(),$viewport.css("overflow-y",options.autoHeight?"hidden":"auto"),render())}function validateAndEnforceOptions(){options.autoHeight&amp;&amp;(options.leaveSpaceForNewRows=!1)}function setData(t,e){data=t,invalidateAllRows(),updateRowCount(),e&amp;&amp;scrollTo(0)}function getData(){return data}function getDataLength(){return data.getLength?data.getLength():data.length}function getDataLengthIncludingAddNew(){return getDataLength()+(options.enableAddRow?1:0)}function getDataItem(t){return data.getItem?data.getItem(t):data[t]}function getTopPanel(){return $topPanel[0]}function setTopPanelVisibility(t){options.showTopPanel!=t&amp;&amp;(options.showTopPanel=t,t?$topPanelScroller.slideDown("fast",resizeCanvas):$topPanelScroller.slideUp("fast",resizeCanvas))}function setHeaderRowVisibility(t){options.showHeaderRow!=t&amp;&amp;(options.showHeaderRow=t,t?$headerRowScroller.slideDown("fast",resizeCanvas):$headerRowScroller.slideUp("fast",resizeCanvas))}function getContainerNode(){return $container.get(0)}function getRowTop(t){return options.rowHeight*t-offset}function getRowFromPosition(t){return Math.floor((t+offset)/options.rowHeight)}function scrollTo(t){t=Math.max(t,0),t=Math.min(t,th-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0));var e=offset;page=Math.min(n-1,Math.floor(t/ph)),offset=Math.round(page*cj);var i=t-offset;if(offset!=e){var r=getVisibleRange(i);cleanupRows(r),updateRowPositions()}prevScrollTop!=i&amp;&amp;(vScrollDir=i+offset&gt;prevScrollTop+e?1:-1,$viewport[0].scrollTop=lastRenderedScrollTop=scrollTop=prevScrollTop=i,trigger(self.onViewportChanged,{}))}function defaultFormatter(t,e,i,n,r){return null==i?"":(i+"").replace(/&amp;/g,"&amp;amp;").replace(/&lt;/g,"&amp;lt;").replace(/&gt;/g,"&amp;gt;")}function getFormatter(t,e){function i(t,e,i,n,r){return o.format(t,e,i,n,r)}var n=data.getItemMetadata&amp;&amp;data.getItemMetadata(t),r=n&amp;&amp;n.columns&amp;&amp;(n.columns[e.id]||n.columns[getColumnIndex(e.id)]),s=r&amp;&amp;r.formatter||n&amp;&amp;n.formatter||e.formatter||options.formatterFactory&amp;&amp;options.formatterFactory.getFormatter(e)||options.defaultFormatter;if(void 0!==s.format){var o=s;s=i}return s}function getEditor(t,e){var i,n=columns[e],r=data.getItemMetadata&amp;&amp;data.getItemMetadata(t),s=r&amp;&amp;r.columns;return i=s&amp;&amp;s[n.id]&amp;&amp;void 0!==s[n.id].editor?s[n.id].editor:s&amp;&amp;s[e]&amp;&amp;void 0!==s[e].editor?s[e].editor:n.editor||options.editorFactory&amp;&amp;options.editorFactory.getEditor(n),void 0!==i.default_view&amp;&amp;(i=i.default_view),i}function getDataItemValueForColumn(t,e){return options.dataItemColumnValueExtractor?options.dataItemColumnValueExtractor(t,e):t[e.field]}function appendRowHtml(t,e,i,n){var r=getDataItem(e),s=n&gt;e&amp;&amp;!r,o="bk-slick-row"+(s?" loading":"")+(e===activeRow?" active":"")+(e%2==1?" odd":" even");r||(o+=" "+options.addNewRowCssClass);var a=data.getItemMetadata&amp;&amp;data.getItemMetadata(e);a&amp;&amp;a.cssClasses&amp;&amp;(o+=" "+a.cssClasses),t.push("&lt;div class='bk-ui-widget-content "+o+"' style='top:"+getRowTop(e)+"px'&gt;");for(var l,u,h=0,c=columns.length;c&gt;h;h++){if(u=columns[h],l=1,a&amp;&amp;a.columns){var p=a.columns[u.id]||a.columns[h];l=p&amp;&amp;p.colspan||1,"*"===l&amp;&amp;(l=c-h)}if(columnPosRight[Math.min(c-1,h+l-1)]&gt;i.leftPx){if(columnPosLeft[h]&gt;i.rightPx)break;appendCellHtml(t,e,h,l,r)}l&gt;1&amp;&amp;(h+=l-1)}t.push("&lt;/div&gt;")}function appendCellHtml(t,e,i,n,r){var s=columns[i],o="bk-slick-cell l"+i+" r"+Math.min(columns.length-1,i+n-1)+(s.cssClass?" "+s.cssClass:"");e===activeRow&amp;&amp;i===activeCell&amp;&amp;(o+=" active");for(var a in cellCssClasses)cellCssClasses[a][e]&amp;&amp;cellCssClasses[a][e][s.id]&amp;&amp;(o+=" "+cellCssClasses[a][e][s.id]);if(t.push("&lt;div class='"+o+"'&gt;"),r){var l=getDataItemValueForColumn(r,s);t.push(getFormatter(e,s)(e,i,l,s,r))}t.push("&lt;/div&gt;"),rowsCache[e].cellRenderQueue.push(i),rowsCache[e].cellColSpans[i]=n}function cleanupRows(t){for(var e in rowsCache)(e=parseInt(e,10))!==activeRow&amp;&amp;(e&lt;t.top||e&gt;t.bottom)&amp;&amp;removeRowFromCache(e)}function invalidate(){updateRowCount(),invalidateAllRows(),render()}function invalidateAllRows(){currentEditor&amp;&amp;makeActiveCellNormal();for(var t in rowsCache)removeRowFromCache(t)}function removeRowFromCache(t){var e=rowsCache[t];e&amp;&amp;(rowNodeFromLastMouseWheelEvent==e.rowNode?(e.rowNode.style.display="none",zombieRowNodeFromLastMouseWheelEvent=rowNodeFromLastMouseWheelEvent):$canvas[0].removeChild(e.rowNode),delete rowsCache[t],delete postProcessedRows[t],renderedRows--,counter_rows_removed++)}function invalidateRows(t){var e,i;if(t&amp;&amp;t.length)for(vScrollDir=0,e=0,i=t.length;i&gt;e;e++)currentEditor&amp;&amp;activeRow===t[e]&amp;&amp;makeActiveCellNormal(),rowsCache[t[e]]&amp;&amp;removeRowFromCache(t[e])}function invalidateRow(t){invalidateRows([t])}function updateCell(t,e){var i=getCellNode(t,e);if(i){var n=columns[e],r=getDataItem(t);currentEditor&amp;&amp;activeRow===t&amp;&amp;activeCell===e?currentEditor.loadValue(r):(i.innerHTML=r?getFormatter(t,n)(t,e,getDataItemValueForColumn(r,n),n,r):"",invalidatePostProcessingResults(t))}}function updateRow(t){var e=rowsCache[t];if(e){ensureCellNodesInRowsCache(t);var i=getDataItem(t);for(var n in e.cellNodesByColumnIdx)if(e.cellNodesByColumnIdx.hasOwnProperty(n)){n=0|n;var r=columns[n],s=e.cellNodesByColumnIdx[n];t===activeRow&amp;&amp;n===activeCell&amp;&amp;currentEditor?currentEditor.loadValue(i):i?s.innerHTML=getFormatter(t,r)(t,n,getDataItemValueForColumn(i,r),r,i):s.innerHTML=""}invalidatePostProcessingResults(t)}}function getViewportHeight(){return parseFloat($.css($container[0],"height",!0))-parseFloat($.css($container[0],"paddingTop",!0))-parseFloat($.css($container[0],"paddingBottom",!0))-parseFloat($.css($headerScroller[0],"height"))-getVBoxDelta($headerScroller)-(options.showTopPanel?options.topPanelHeight+getVBoxDelta($topPanelScroller):0)-(options.showHeaderRow?options.headerRowHeight+getVBoxDelta($headerRowScroller):0)}function resizeCanvas(){initialized&amp;&amp;(viewportH=options.autoHeight?options.rowHeight*getDataLengthIncludingAddNew():getViewportHeight(),numVisibleRows=Math.ceil(viewportH/options.rowHeight),viewportW=parseFloat($.css($container[0],"width",!0)),options.autoHeight||$viewport.height(viewportH),options.forceFitColumns&amp;&amp;autosizeColumns(),updateRowCount(),handleScroll(),lastRenderedScrollLeft=-1,render())}function updateRowCount(){if(initialized){var t=getDataLengthIncludingAddNew(),e=t+(options.leaveSpaceForNewRows?numVisibleRows-1:0),i=viewportHasVScroll;viewportHasVScroll=!options.autoHeight&amp;&amp;e*options.rowHeight&gt;viewportH,makeActiveCellNormal();var r=t-1;for(var s in rowsCache)s&gt;=r&amp;&amp;removeRowFromCache(s);activeCellNode&amp;&amp;activeRow&gt;r&amp;&amp;resetActiveCell();var o=h;th=Math.max(options.rowHeight*e,viewportH-scrollbarDimensions.height),maxSupportedCssHeight&gt;th?(h=ph=th,n=1,cj=0):(h=maxSupportedCssHeight,ph=h/100,n=Math.floor(th/ph),cj=(th-h)/(n-1)),h!==o&amp;&amp;($canvas.css("height",h),scrollTop=$viewport[0].scrollTop);var a=th-viewportH&gt;=scrollTop+offset;0==th||0==scrollTop?page=offset=0:scrollTo(a?scrollTop+offset:th-viewportH),h!=o&amp;&amp;options.autoHeight&amp;&amp;resizeCanvas(),options.forceFitColumns&amp;&amp;i!=viewportHasVScroll&amp;&amp;autosizeColumns(),updateCanvasWidth(!1)}}function getVisibleRange(t,e){return null==t&amp;&amp;(t=scrollTop),null==e&amp;&amp;(e=scrollLeft),{top:getRowFromPosition(t),bottom:getRowFromPosition(t+viewportH)+1,leftPx:e,rightPx:e+viewportW}}function getRenderedRange(t,e){var i=getVisibleRange(t,e),n=Math.round(viewportH/options.rowHeight),r=3;return-1==vScrollDir?(i.top-=n,i.bottom+=r):1==vScrollDir?(i.top-=r,i.bottom+=n):(i.top-=r,i.bottom+=r),i.top=Math.max(0,i.top),i.bottom=Math.min(getDataLengthIncludingAddNew()-1,i.bottom),i.leftPx-=viewportW,i.rightPx+=viewportW,i.leftPx=Math.max(0,i.leftPx),i.rightPx=Math.min(canvasWidth,i.rightPx),i}function ensureCellNodesInRowsCache(t){var e=rowsCache[t];if(e&amp;&amp;e.cellRenderQueue.length)for(var i=e.rowNode.lastChild;e.cellRenderQueue.length;){var n=e.cellRenderQueue.pop();e.cellNodesByColumnIdx[n]=i,i=i.previousSibling}}function cleanUpCells(t,e){var i=0,n=rowsCache[e],r=[];for(var s in n.cellNodesByColumnIdx)if(n.cellNodesByColumnIdx.hasOwnProperty(s)){s=0|s;var o=n.cellColSpans[s];(columnPosLeft[s]&gt;t.rightPx||columnPosRight[Math.min(columns.length-1,s+o-1)]&lt;t.leftPx)&amp;&amp;(e!=activeRow||s!=activeCell)&amp;&amp;r.push(s)}for(var a;null!=(a=r.pop());)n.rowNode.removeChild(n.cellNodesByColumnIdx[a]),delete n.cellColSpans[a],delete n.cellNodesByColumnIdx[a],postProcessedRows[e]&amp;&amp;delete postProcessedRows[e][a],i++}function cleanUpAndRenderCells(t){for(var e,i,n,r=[],s=[],o=0,a=t.top,l=t.bottom;l&gt;=a;a++)if(e=rowsCache[a]){ensureCellNodesInRowsCache(a),cleanUpCells(t,a),i=0;var u=data.getItemMetadata&amp;&amp;data.getItemMetadata(a);u=u&amp;&amp;u.columns;for(var h=getDataItem(a),c=0,p=columns.length;p&gt;c&amp;&amp;!(columnPosLeft[c]&gt;t.rightPx);c++)if(null==(n=e.cellColSpans[c])){if(n=1,u){var d=u[columns[c].id]||u[c];n=d&amp;&amp;d.colspan||1,"*"===n&amp;&amp;(n=p-c)}columnPosRight[Math.min(p-1,c+n-1)]&gt;t.leftPx&amp;&amp;(appendCellHtml(r,a,c,n,h),i++),c+=n&gt;1?n-1:0}else c+=n&gt;1?n-1:0;i&amp;&amp;(o+=i,s.push(a))}if(r.length){var f=document.createElement("div");f.innerHTML=r.join("");for(var g,m;null!=(g=s.pop());){e=rowsCache[g];for(var _;null!=(_=e.cellRenderQueue.pop());)m=f.lastChild,e.rowNode.appendChild(m),e.cellNodesByColumnIdx[_]=m}}}function renderRows(t){for(var e=$canvas[0],i=[],n=[],r=!1,s=getDataLength(),o=t.top,a=t.bottom;a&gt;=o;o++)rowsCache[o]||(renderedRows++,n.push(o),rowsCache[o]={rowNode:null,cellColSpans:[],cellNodesByColumnIdx:[],cellRenderQueue:[]},appendRowHtml(i,o,t,s),activeCellNode&amp;&amp;activeRow===o&amp;&amp;(r=!0),counter_rows_rendered++);if(n.length){var l=document.createElement("div");l.innerHTML=i.join("");for(var o=0,a=n.length;a&gt;o;o++)rowsCache[n[o]].rowNode=e.appendChild(l.firstChild);
r&amp;&amp;(activeCellNode=getCellNode(activeRow,activeCell))}}function startPostProcessing(){options.enableAsyncPostRender&amp;&amp;(clearTimeout(h_postrender),h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}function invalidatePostProcessingResults(t){delete postProcessedRows[t],postProcessFromRow=Math.min(postProcessFromRow,t),postProcessToRow=Math.max(postProcessToRow,t),startPostProcessing()}function updateRowPositions(){for(var t in rowsCache)rowsCache[t].rowNode.style.top=getRowTop(t)+"px"}function render(){if(initialized){var t=getVisibleRange(),e=getRenderedRange();cleanupRows(e),lastRenderedScrollLeft!=scrollLeft&amp;&amp;cleanUpAndRenderCells(e),renderRows(e),postProcessFromRow=t.top,postProcessToRow=Math.min(getDataLengthIncludingAddNew()-1,t.bottom),startPostProcessing(),lastRenderedScrollTop=scrollTop,lastRenderedScrollLeft=scrollLeft,h_render=null}}function handleHeaderRowScroll(){var t=$headerRowScroller[0].scrollLeft;t!=$viewport[0].scrollLeft&amp;&amp;($viewport[0].scrollLeft=t)}function handleScroll(){scrollTop=$viewport[0].scrollTop,scrollLeft=$viewport[0].scrollLeft;var t=Math.abs(scrollTop-prevScrollTop),e=Math.abs(scrollLeft-prevScrollLeft);if(e&amp;&amp;(prevScrollLeft=scrollLeft,$headerScroller[0].scrollLeft=scrollLeft,$topPanelScroller[0].scrollLeft=scrollLeft,$headerRowScroller[0].scrollLeft=scrollLeft),t)if(vScrollDir=scrollTop&gt;prevScrollTop?1:-1,prevScrollTop=scrollTop,viewportH&gt;t)scrollTo(scrollTop+offset);else{var i=offset;page=h==viewportH?0:Math.min(n-1,Math.floor(scrollTop*((th-viewportH)/(h-viewportH))*(1/ph))),offset=Math.round(page*cj),i!=offset&amp;&amp;invalidateAllRows()}(e||t)&amp;&amp;(h_render&amp;&amp;clearTimeout(h_render),(Math.abs(lastRenderedScrollTop-scrollTop)&gt;20||Math.abs(lastRenderedScrollLeft-scrollLeft)&gt;20)&amp;&amp;(options.forceSyncScrolling||Math.abs(lastRenderedScrollTop-scrollTop)&lt;viewportH&amp;&amp;Math.abs(lastRenderedScrollLeft-scrollLeft)&lt;viewportW?render():h_render=setTimeout(render,50),trigger(self.onViewportChanged,{}))),trigger(self.onScroll,{scrollLeft:scrollLeft,scrollTop:scrollTop})}function asyncPostProcessRows(){for(var t=getDataLength();postProcessToRow&gt;=postProcessFromRow;){var e=vScrollDir&gt;=0?postProcessFromRow++:postProcessToRow--,i=rowsCache[e];if(i&amp;&amp;!(e&gt;=t)){postProcessedRows[e]||(postProcessedRows[e]={}),ensureCellNodesInRowsCache(e);for(var n in i.cellNodesByColumnIdx)if(i.cellNodesByColumnIdx.hasOwnProperty(n)){n=0|n;var r=columns[n];if(r.asyncPostRender&amp;&amp;!postProcessedRows[e][n]){var s=i.cellNodesByColumnIdx[n];s&amp;&amp;r.asyncPostRender(s,e,getDataItem(e),r),postProcessedRows[e][n]=!0}}return void(h_postrender=setTimeout(asyncPostProcessRows,options.asyncPostRenderDelay))}}}function updateCellCssStylesOnRenderedRows(t,e){var i,n,r,s;for(var o in rowsCache){if(s=e&amp;&amp;e[o],r=t&amp;&amp;t[o],s)for(n in s)r&amp;&amp;s[n]==r[n]||(i=getCellNode(o,getColumnIndex(n)),i&amp;&amp;$(i).removeClass(s[n]));if(r)for(n in r)s&amp;&amp;s[n]==r[n]||(i=getCellNode(o,getColumnIndex(n)),i&amp;&amp;$(i).addClass(r[n]))}}function addCellCssStyles(t,e){if(cellCssClasses[t])throw"addCellCssStyles: cell CSS hash with key '"+t+"' already exists.";cellCssClasses[t]=e,updateCellCssStylesOnRenderedRows(e,null),trigger(self.onCellCssStylesChanged,{key:t,hash:e})}function removeCellCssStyles(t){cellCssClasses[t]&amp;&amp;(updateCellCssStylesOnRenderedRows(null,cellCssClasses[t]),delete cellCssClasses[t],trigger(self.onCellCssStylesChanged,{key:t,hash:null}))}function setCellCssStyles(t,e){var i=cellCssClasses[t];cellCssClasses[t]=e,updateCellCssStylesOnRenderedRows(e,i),trigger(self.onCellCssStylesChanged,{key:t,hash:e})}function getCellCssStyles(t){return cellCssClasses[t]}function flashCell(t,e,i){function n(t){t&amp;&amp;setTimeout(function(){r.queue(function(){r.toggleClass(options.cellFlashingCssClass).dequeue(),n(t-1)})},i)}if(i=i||100,rowsCache[t]){var r=$(getCellNode(t,e));n(4)}}function handleMouseWheel(t){var e=$(t.target).closest(".bk-slick-row")[0];e!=rowNodeFromLastMouseWheelEvent&amp;&amp;(zombieRowNodeFromLastMouseWheelEvent&amp;&amp;zombieRowNodeFromLastMouseWheelEvent!=e&amp;&amp;($canvas[0].removeChild(zombieRowNodeFromLastMouseWheelEvent),zombieRowNodeFromLastMouseWheelEvent=null),rowNodeFromLastMouseWheelEvent=e)}function handleDragInit(t,e){var i=getCellFromEvent(t);if(!i||!cellExists(i.row,i.cell))return!1;var n=trigger(self.onDragInit,e,t);return t.isImmediatePropagationStopped()?n:!1}function handleDragStart(t,e){var i=getCellFromEvent(t);if(!i||!cellExists(i.row,i.cell))return!1;var n=trigger(self.onDragStart,e,t);return t.isImmediatePropagationStopped()?n:!1}function handleDrag(t,e){return trigger(self.onDrag,e,t)}function handleDragEnd(t,e){trigger(self.onDragEnd,e,t)}function handleKeyDown(t){trigger(self.onKeyDown,{row:activeRow,cell:activeCell},t);var e=t.isImmediatePropagationStopped();if(!e)if(t.shiftKey||t.altKey||t.ctrlKey)9!=t.which||!t.shiftKey||t.ctrlKey||t.altKey||(e=navigatePrev());else if(27==t.which){if(!getEditorLock().isActive())return;cancelEditAndSetFocus()}else 34==t.which?(navigatePageDown(),e=!0):33==t.which?(navigatePageUp(),e=!0):37==t.which?e=navigateLeft():39==t.which?e=navigateRight():38==t.which?e=navigateUp():40==t.which?e=navigateDown():9==t.which?e=navigateNext():13==t.which&amp;&amp;(options.editable&amp;&amp;(currentEditor?activeRow===getDataLength()?navigateDown():commitEditAndSetFocus():getEditorLock().commitCurrentEdit()&amp;&amp;makeActiveCellEditable()),e=!0);if(e){t.stopPropagation(),t.preventDefault();try{t.originalEvent.keyCode=0}catch(i){}}}function handleClick(t){currentEditor||(t.target!=document.activeElement||$(t.target).hasClass("bk-slick-cell"))&amp;&amp;setFocus();var e=getCellFromEvent(t);!e||null!==currentEditor&amp;&amp;activeRow==e.row&amp;&amp;activeCell==e.cell||(trigger(self.onClick,{row:e.row,cell:e.cell},t),t.isImmediatePropagationStopped()||activeCell==e.cell&amp;&amp;activeRow==e.row||!canCellBeActive(e.row,e.cell)||(!getEditorLock().isActive()||getEditorLock().commitCurrentEdit())&amp;&amp;(scrollRowIntoView(e.row,!1),setActiveCellInternal(getCellNode(e.row,e.cell))))}function handleContextMenu(t){var e=$(t.target).closest(".bk-slick-cell",$canvas);0!==e.length&amp;&amp;(activeCellNode!==e[0]||null===currentEditor)&amp;&amp;trigger(self.onContextMenu,{},t)}function handleDblClick(t){var e=getCellFromEvent(t);!e||null!==currentEditor&amp;&amp;activeRow==e.row&amp;&amp;activeCell==e.cell||(trigger(self.onDblClick,{row:e.row,cell:e.cell},t),t.isImmediatePropagationStopped()||options.editable&amp;&amp;gotoCell(e.row,e.cell,!0))}function handleHeaderMouseEnter(t){trigger(self.onHeaderMouseEnter,{column:$(this).data("column")},t)}function handleHeaderMouseLeave(t){trigger(self.onHeaderMouseLeave,{column:$(this).data("column")},t)}function handleHeaderContextMenu(t){var e=$(t.target).closest(".bk-slick-header-column",".bk-slick-header-columns"),i=e&amp;&amp;e.data("column");trigger(self.onHeaderContextMenu,{column:i},t)}function handleHeaderClick(t){var e=$(t.target).closest(".bk-slick-header-column",".bk-slick-header-columns"),i=e&amp;&amp;e.data("column");i&amp;&amp;trigger(self.onHeaderClick,{column:i},t)}function handleMouseEnter(t){trigger(self.onMouseEnter,{},t)}function handleMouseLeave(t){trigger(self.onMouseLeave,{},t)}function cellExists(t,e){return!(0&gt;t||t&gt;=getDataLength()||0&gt;e||e&gt;=columns.length)}function getCellFromPoint(t,e){for(var i=getRowFromPosition(e),n=0,r=0,s=0;s&lt;columns.length&amp;&amp;t&gt;r;s++)r+=columns[s].width,n++;return 0&gt;n&amp;&amp;(n=0),{row:i,cell:n-1}}function getCellFromNode(t){var e=/l\d+/.exec(t.className);if(!e)throw"getCellFromNode: cannot get cell - "+t.className;return parseInt(e[0].substr(1,e[0].length-1),10)}function getRowFromNode(t){for(var e in rowsCache)if(rowsCache[e].rowNode===t)return 0|e;return null}function getCellFromEvent(t){var e=$(t.target).closest(".bk-slick-cell",$canvas);if(!e.length)return null;var i=getRowFromNode(e[0].parentNode),n=getCellFromNode(e[0]);return null==i||null==n?null:{row:i,cell:n}}function getCellNodeBox(t,e){if(!cellExists(t,e))return null;for(var i=getRowTop(t),n=i+options.rowHeight-1,r=0,s=0;e&gt;s;s++)r+=columns[s].width;var o=r+columns[e].width;return{top:i,left:r,bottom:n,right:o}}function resetActiveCell(){setActiveCellInternal(null,!1)}function setFocus(){-1==tabbingDirection?$focusSink[0].focus():$focusSink2[0].focus()}function scrollCellIntoView(t,e,i){scrollRowIntoView(t,i);var n=getColspan(t,e),r=columnPosLeft[e],s=columnPosRight[e+(n&gt;1?n-1:0)],o=scrollLeft+viewportW;scrollLeft&gt;r?($viewport.scrollLeft(r),handleScroll(),render()):s&gt;o&amp;&amp;($viewport.scrollLeft(Math.min(r,s-$viewport[0].clientWidth)),handleScroll(),render())}function setActiveCellInternal(t,e){null!==activeCellNode&amp;&amp;(makeActiveCellNormal(),$(activeCellNode).removeClass("active"),rowsCache[activeRow]&amp;&amp;$(rowsCache[activeRow].rowNode).removeClass("active"));var i=activeCellNode!==t;activeCellNode=t,null!=activeCellNode?(activeRow=getRowFromNode(activeCellNode.parentNode),activeCell=activePosX=getCellFromNode(activeCellNode),null==e&amp;&amp;(e=activeRow==getDataLength()||options.autoEdit),$(activeCellNode).addClass("active"),$(rowsCache[activeRow].rowNode).addClass("active"),options.editable&amp;&amp;e&amp;&amp;isCellPotentiallyEditable(activeRow,activeCell)&amp;&amp;(clearTimeout(h_editorLoader),options.asyncEditorLoading?h_editorLoader=setTimeout(function(){makeActiveCellEditable()},options.asyncEditorLoadDelay):makeActiveCellEditable())):activeRow=activeCell=null,i&amp;&amp;trigger(self.onActiveCellChanged,getActiveCell())}function clearTextSelection(){if(document.selection&amp;&amp;document.selection.empty)try{document.selection.empty()}catch(t){}else if(window.getSelection){var e=window.getSelection();e&amp;&amp;e.removeAllRanges&amp;&amp;e.removeAllRanges()}}function isCellPotentiallyEditable(t,e){var i=getDataLength();return i&gt;t&amp;&amp;!getDataItem(t)?!1:columns[e].cannotTriggerInsert&amp;&amp;t&gt;=i?!1:getEditor(t,e)?!0:!1}function makeActiveCellNormal(){if(currentEditor){if(trigger(self.onBeforeCellEditorDestroy,{editor:currentEditor}),currentEditor.destroy(),currentEditor=null,activeCellNode){var t=getDataItem(activeRow);if($(activeCellNode).removeClass("editable invalid"),t){var e=columns[activeCell],i=getFormatter(activeRow,e);activeCellNode.innerHTML=i(activeRow,activeCell,getDataItemValueForColumn(t,e),e,t),invalidatePostProcessingResults(activeRow)}}navigator.userAgent.toLowerCase().match(/msie/)&amp;&amp;clearTextSelection(),getEditorLock().deactivate(editController)}}function makeActiveCellEditable(t){if(activeCellNode){if(!options.editable)throw"Grid : makeActiveCellEditable : should never get called when options.editable is false";if(clearTimeout(h_editorLoader),isCellPotentiallyEditable(activeRow,activeCell)){var e=columns[activeCell],i=getDataItem(activeRow);if(trigger(self.onBeforeEditCell,{row:activeRow,cell:activeCell,item:i,column:e})===!1)return void setFocus();getEditorLock().activate(editController),$(activeCellNode).addClass("editable"),t||(activeCellNode.innerHTML=""),currentEditor=new(t||getEditor(activeRow,activeCell))({grid:self,gridPosition:absBox($container[0]),position:absBox(activeCellNode),container:activeCellNode,column:e,item:i||{},commitChanges:commitEditAndSetFocus,cancelChanges:cancelEditAndSetFocus}),i&amp;&amp;currentEditor.loadValue(i),serializedEditorValue=currentEditor.serializeValue(),currentEditor.position&amp;&amp;handleActiveCellPositionChange()}}}function commitEditAndSetFocus(){getEditorLock().commitCurrentEdit()&amp;&amp;(setFocus(),options.autoEdit&amp;&amp;navigateDown())}function cancelEditAndSetFocus(){getEditorLock().cancelCurrentEdit()&amp;&amp;setFocus()}function absBox(t){var e={top:t.offsetTop,left:t.offsetLeft,bottom:0,right:0,width:$(t).outerWidth(),height:$(t).outerHeight(),visible:!0};e.bottom=e.top+e.height,e.right=e.left+e.width;for(var i=t.offsetParent;(t=t.parentNode)!=document.body;)e.visible&amp;&amp;t.scrollHeight!=t.offsetHeight&amp;&amp;"visible"!=$(t).css("overflowY")&amp;&amp;(e.visible=e.bottom&gt;t.scrollTop&amp;&amp;e.top&lt;t.scrollTop+t.clientHeight),e.visible&amp;&amp;t.scrollWidth!=t.offsetWidth&amp;&amp;"visible"!=$(t).css("overflowX")&amp;&amp;(e.visible=e.right&gt;t.scrollLeft&amp;&amp;e.left&lt;t.scrollLeft+t.clientWidth),e.left-=t.scrollLeft,e.top-=t.scrollTop,t===i&amp;&amp;(e.left+=t.offsetLeft,e.top+=t.offsetTop,i=t.offsetParent),e.bottom=e.top+e.height,e.right=e.left+e.width;return e}function getActiveCellPosition(){return absBox(activeCellNode)}function getGridPosition(){return absBox($container[0])}function handleActiveCellPositionChange(){if(activeCellNode&amp;&amp;(trigger(self.onActiveCellPositionChanged,{}),currentEditor)){var t=getActiveCellPosition();currentEditor.show&amp;&amp;currentEditor.hide&amp;&amp;(t.visible?currentEditor.show():currentEditor.hide()),currentEditor.position&amp;&amp;currentEditor.position(t)}}function getCellEditor(){return currentEditor}function getActiveCell(){return activeCellNode?{row:activeRow,cell:activeCell}:null}function getActiveCellNode(){return activeCellNode}function scrollRowIntoView(t,e){var i=t*options.rowHeight,n=(t+1)*options.rowHeight-viewportH+(viewportHasHScroll?scrollbarDimensions.height:0);(t+1)*options.rowHeight&gt;scrollTop+viewportH+offset?(scrollTo(e?i:n),render()):t*options.rowHeight&lt;scrollTop+offset&amp;&amp;(scrollTo(e?n:i),render())}function scrollRowToTop(t){scrollTo(t*options.rowHeight),render()}function scrollPage(t){var e=t*numVisibleRows;if(scrollTo((getRowFromPosition(scrollTop)+e)*options.rowHeight),render(),options.enableCellNavigation&amp;&amp;null!=activeRow){var i=activeRow+e,n=getDataLengthIncludingAddNew();i&gt;=n&amp;&amp;(i=n-1),0&gt;i&amp;&amp;(i=0);for(var r=0,s=null,o=activePosX;activePosX&gt;=r;)canCellBeActive(i,r)&amp;&amp;(s=r),r+=getColspan(i,r);null!==s?(setActiveCellInternal(getCellNode(i,s)),activePosX=o):resetActiveCell()}}function navigatePageDown(){scrollPage(1)}function navigatePageUp(){scrollPage(-1)}function getColspan(t,e){var i=data.getItemMetadata&amp;&amp;data.getItemMetadata(t);if(!i||!i.columns)return 1;var n=i.columns[columns[e].id]||i.columns[e],r=n&amp;&amp;n.colspan;return r="*"===r?columns.length-e:r||1}function findFirstFocusableCell(t){for(var e=0;e&lt;columns.length;){if(canCellBeActive(t,e))return e;e+=getColspan(t,e)}return null}function findLastFocusableCell(t){for(var 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') 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.bk-fa-rotate-180,:root .bk-fa-rotate-270,:root .bk-fa-flip-horizontal,:root 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* Released under the MIT license.
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* jQuery UI Dialog 1.11.2
* http://jqueryui.com
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* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/dialog/#theming
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* http://jqueryui.com
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* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
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* jQuery UI Menu 1.11.2
* http://jqueryui.com
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* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/menu/#theming
*/.bk-ui-menu{list-style:none;padding:0;margin:0;display:block;outline:0}.bk-ui-menu .bk-ui-menu{position:absolute}.bk-ui-menu .bk-ui-menu-item{position:relative;margin:0;padding:3px 1em 3px .4em;cursor:pointer;min-height:0;list-style-image:url("data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7")}.bk-ui-menu .bk-ui-menu-divider{margin:5px 0;height:0;font-size:0;line-height:0;border-width:1px 0 0 0}.bk-ui-menu .bk-ui-state-focus,.bk-ui-menu .bk-ui-state-active{margin:-1px}.bk-ui-menu-icons{position:relative}.bk-ui-menu-icons .bk-ui-menu-item{padding-left:2em}.bk-ui-menu .bk-ui-icon{position:absolute;top:0;bottom:0;left:.2em;margin:auto 0}.bk-ui-menu .bk-ui-menu-icon{left:auto;right:0}/*!
* jQuery UI Progressbar 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/progressbar/#theming
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* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*/.bk-ui-resizable{position:relative}.bk-ui-resizable-handle{position:absolute;font-size:.1px;display:block;-ms-touch-action:none;touch-action:none}.bk-ui-resizable-disabled .bk-ui-resizable-handle,.bk-ui-resizable-autohide .bk-ui-resizable-handle{display:none}.bk-ui-resizable-n{cursor:n-resize;height:7px;width:100%;top:-5px;left:0}.bk-ui-resizable-s{cursor:s-resize;height:7px;width:100%;bottom:-5px;left:0}.bk-ui-resizable-e{cursor:e-resize;width:7px;right:-5px;top:0;height:100%}.bk-ui-resizable-w{cursor:w-resize;width:7px;left:-5px;top:0;height:100%}.bk-ui-resizable-se{cursor:se-resize;width:12px;height:12px;right:1px;bottom:1px}.bk-ui-resizable-sw{cursor:sw-resize;width:9px;height:9px;left:-5px;bottom:-5px}.bk-ui-resizable-nw{cursor:nw-resize;width:9px;height:9px;left:-5px;top:-5px}.bk-ui-resizable-ne{cursor:ne-resize;width:9px;height:9px;right:-5px;top:-5px}/*!
* jQuery UI Selectable 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
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* jQuery UI Selectmenu 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/selectmenu/#theming
*/.bk-ui-selectmenu-menu{padding:0;margin:0;position:absolute;top:0;left:0;display:none}.bk-ui-selectmenu-menu .bk-ui-menu{overflow:auto;overflow-x:hidden;padding-bottom:1px}.bk-ui-selectmenu-menu .bk-ui-menu .bk-ui-selectmenu-optgroup{font-size:1em;font-weight:bold;line-height:1.5;padding:2px .4em;margin:.5em 0 0 0;height:auto;border:0}.bk-ui-selectmenu-open{display:block}.bk-ui-selectmenu-button{display:inline-block;overflow:hidden;position:relative;text-decoration:none;cursor:pointer}.bk-ui-selectmenu-button span.bk-ui-icon{right:.5em;left:auto;margin-top:-8px;position:absolute;top:50%}.bk-ui-selectmenu-button span.bk-ui-selectmenu-text{text-align:left;padding:.4em 2.1em .4em 1em;display:block;line-height:1.4;overflow:hidden;text-overflow:ellipsis;white-space:nowrap}/*!
* jQuery UI Sortable 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*/.bk-ui-sortable-handle{-ms-touch-action:none;touch-action:none}/*!
* jQuery UI Slider 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/slider/#theming
*/.bk-ui-slider{position:relative;text-align:left}.bk-ui-slider .bk-ui-slider-handle{position:absolute;z-index:2;width:1.2em;height:1.2em;cursor:default;-ms-touch-action:none;touch-action:none}.bk-ui-slider .bk-ui-slider-range{position:absolute;z-index:1;font-size:.7em;display:block;border:0;background-position:0 0}.bk-ui-slider.bk-ui-state-disabled .bk-ui-slider-handle,.bk-ui-slider.bk-ui-state-disabled .bk-ui-slider-range{filter:inherit}.bk-ui-slider-horizontal{height:.8em}.bk-ui-slider-horizontal .bk-ui-slider-handle{top:-.3em;margin-left:-.6em}.bk-ui-slider-horizontal .bk-ui-slider-range{top:0;height:100%}.bk-ui-slider-horizontal .bk-ui-slider-range-min{left:0}.bk-ui-slider-horizontal .bk-ui-slider-range-max{right:0}.bk-ui-slider-vertical{width:.8em;height:100px}.bk-ui-slider-vertical .bk-ui-slider-handle{left:-.3em;margin-left:0;margin-bottom:-.6em}.bk-ui-slider-vertical .bk-ui-slider-range{left:0;width:100%}.bk-ui-slider-vertical .bk-ui-slider-range-min{bottom:0}.bk-ui-slider-vertical .bk-ui-slider-range-max{top:0}/*!
* jQuery UI Spinner 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/spinner/#theming
*/.bk-ui-spinner{position:relative;display:inline-block;overflow:hidden;padding:0;vertical-align:middle}.bk-ui-spinner-input{border:0;background:0;color:inherit;padding:0;margin:.2em 0;vertical-align:middle;margin-left:.4em;margin-right:22px}.bk-ui-spinner-button{width:16px;height:50%;font-size:.5em;padding:0;margin:0;text-align:center;position:absolute;cursor:default;display:block;overflow:hidden;right:0}.bk-ui-spinner a.bk-ui-spinner-button{border-top:0;border-bottom:0;border-right:0}.bk-ui-spinner .bk-ui-icon{position:absolute;margin-top:-8px;top:50%;left:0}.bk-ui-spinner-up{top:0}.bk-ui-spinner-down{bottom:0}.bk-ui-spinner .bk-ui-icon-triangle-1-s{background-position:-65px -16px}/*!
* jQuery UI Tabs 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/tabs/#theming
*/.bk-ui-tabs{position:relative;padding:.2em}.bk-ui-tabs .bk-ui-tabs-nav{margin:0;padding:.2em .2em 0}.bk-ui-tabs .bk-ui-tabs-nav li{list-style:none;float:left;position:relative;top:0;margin:1px .2em 0 0;border-bottom-width:0;padding:0;white-space:nowrap}.bk-ui-tabs .bk-ui-tabs-nav .bk-ui-tabs-anchor{float:left;padding:.5em 1em;text-decoration:none}.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-tabs-active{margin-bottom:-1px;padding-bottom:1px}.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-tabs-active .bk-ui-tabs-anchor,.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-state-disabled .bk-ui-tabs-anchor,.bk-ui-tabs .bk-ui-tabs-nav li.bk-ui-tabs-loading .bk-ui-tabs-anchor{cursor:text}.bk-ui-tabs-collapsible .bk-ui-tabs-nav li.bk-ui-tabs-active .bk-ui-tabs-anchor{cursor:pointer}.bk-ui-tabs .bk-ui-tabs-panel{display:block;border-width:0;padding:1em 1.4em;background:0}/*!
* jQuery UI Tooltip 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/tooltip/#theming
*/.bk-ui-tooltip{padding:8px;position:absolute;z-index:9999;max-width:300px;-webkit-box-shadow:0 0 5px #aaa;box-shadow:0 0 5px #aaa}body .bk-ui-tooltip{border-width:2px}/*!
* jQuery UI CSS Framework 1.11.2
* http://jqueryui.com
*
* Copyright 2014 jQuery Foundation and other contributors
* Released under the MIT license.
* http://jquery.org/license
*
* http://api.jqueryui.com/category/theming/
*
* To view and modify this theme, visit http://jqueryui.com/themeroller/
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.bk-slick-pager-settings a{padding:2px;text-decoration:underline;cursor:pointer}.bk-ui-rangeSlider{height:22px}.bk-ui-rangeSlider .bk-ui-rangeSlider-innerBar{height:16px;margin:3px 6px;background:#DDD}.bk-ui-rangeSlider .bk-ui-rangeSlider-handle{width:6px;height:22px;background:#AAA;background:rgba(100,100,100,0.3);cursor:col-resize}.bk-ui-rangeSlider .bk-ui-rangeSlider-bar{margin:1px 0;background:#CCC;background:rgba(100,100,150,0.2);height:20px;cursor:move;cursor:grab;cursor:-moz-grab}.bk-ui-rangeSlider .bk-ui-rangeSlider-bar.bk-ui-draggable-dragging{cursor:-moz-grabbing;cursor:grabbing}.bk-ui-rangeSlider-arrow{height:16px;margin:2px 0;width:16px;background-repeat:no-repeat}.bk-ui-rangeSlider-arrow.bk-ui-rangeSlider-leftArrow{background-image:url('icons-classic/resultset_previous.png');background-position:center left}.bk-ui-rangeSlider-arrow.bk-ui-rangeSlider-rightArrow{background-image:url('icons-classic/resultset_next.png');background-position:center 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&lt;p&gt;I'm originally from North Carolina, and I've been hearing a lot of people talking about how often it's been raining recently. They're excited for any day that has sun.&lt;/p&gt;
&lt;p&gt;So I got a bit curious: Has North Carolina over the past few months actually had more cloudy and rainy days recently than in previous years? This shouldn't be a particularly challenging task, but I'm interested to know if people's perceptions actually reflect reality.&lt;/p&gt;
&lt;p&gt;The data we'll use comes from &lt;a href="http://forecast.io/"&gt;forecast.io&lt;/a&gt;, since they can give us a cloud cover percentage. I've gone ahead and retrieved the data to a pickle file, and included the &lt;a href="#Generating-the-Forecast-file"&gt;code that was used to generate it&lt;/a&gt;. First up: What was the average cloud cover in North Carolina during August - November, and how many days were cloudy? We're going to assume that a "cloudy" day is defined as any day in which the cloud cover is above 50%.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;city_forecasts&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pickle&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;load&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;city_forecasts.p&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;rb&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;forecast_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city_forecasts&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[3]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;cary_forecast&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forecast_df&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;cary&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;years&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;months&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;months_str&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;July&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;August&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;September&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;October&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;November&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;safe_cover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;cloudCover&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;cloudCover&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;monthly_avg_cloudcover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatetimeIndex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;D&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;closed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;left&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;safe_cover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cary_forecast&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;currently&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;cloud_cover_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;nanmean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_samples&lt;/span&gt;
&lt;span class="n"&gt;monthly_cover_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;monthly_avg_cloudcover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Monthly Average Cloud Cover&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;x_range&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;monthly_cover_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;months_str&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;p&gt;As we can see from the chart above, on the whole the monthly average cloud cover has been generally trending down over time. The average cloud cover is also lower than it was last year - it seems people are mostly just complaining. There are some data issues that start in 2012 that we need to be aware of - the cloud cover percentage doesn't exist for all days. Even so, the data that we have seems to reflect the wider trend, so we'll assume for now that the missing data doesn't skew our results.&lt;/p&gt;
&lt;p&gt;There's one more metric we want to check though - how many cloudy days were there? This is probably a better gauge of sentiment than the average monthly cover.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[4]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;monthly_cloudy_days&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatetimeIndex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;D&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;closed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;left&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;safe_cover&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cary_forecast&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;currently&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;cloud_cover_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="n"&gt;cloudy_days&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;cover&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;cover&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_vals&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;count_nonzero&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cloudy_days&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;cloud_cover_samples&lt;/span&gt;
&lt;span class="n"&gt;monthly_days_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;monthly_cloudy_days&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;monthly_cover_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;monthly_cloudy_days&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Monthly Cloudy Days&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;x_range&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;monthly_days_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;months_str&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Monthly Cloud Cover Samples&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;x_range&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;height&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;300&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;monthly_cover_samples&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;months_str&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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Bokeh.logger.info(' - modelid: ' + plot.modelid);
Bokeh.logger.info(' - elementid: ' + plot.elementid);
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&lt;p&gt;On the whole, the number of cloudy days seems to reflect the trend with average cloud cover - it's actually becoming more sunny as time progresses. That said, we need to be careful in how we view this number - because there weren't as many samples in 2015 as previous years, the number of days can get thrown off. In context though, even if most days not recorded were in fact cloudy, the overall count for 2015 would still be lower than previous years.&lt;/p&gt;
&lt;h1 id="Tracking-Precipitation-Chances"&gt;Tracking Precipitation Chances&lt;a class="anchor-link" href="#Tracking-Precipitation-Chances"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;In addition to checking cloud cover, I wanted to check precipitation data as well - what is the average precipitation chance over a month, and how many days during a month is rain likely? The thinking is that days with a high-precipitation chance will also be days in which it is cloudy or depressing.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[5]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;safe_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;precipProbability&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;precipProbability&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;monthly_avg_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatetimeIndex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;D&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;closed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;left&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;precip_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;safe_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cary_forecast&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;currently&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;precip_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;precip_vals&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;nanmean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;precip_vals&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;precip_samples&lt;/span&gt;
&lt;span class="n"&gt;monthly_avg_precip_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;monthly_avg_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Monthly Average Precipitation Chance&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;x_range&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;monthly_avg_precip_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;months_str&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;p&gt;As we can see from the chart, the average chance of precipitation over a month more or less stays within a band of 0 - .1 for all months over all years. This is further evidence that the past few months are no more cloudy or rainy than previous years. Like the cloud cover though, we still want to get a count of all the rainy days, in addition to the average chance. We'll define a "rainy day" as any day in which the chance of rain is greater than 25%.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[6]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;monthly_rainy_days&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;dates&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatetimeIndex&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;month&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;freq&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;D&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;closed&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;left&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;precip_prob_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;safe_precip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;cary_forecast&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;currently&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]),&lt;/span&gt; &lt;span class="n"&gt;dates&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;precip_prob_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;precip_prob_vals&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="n"&gt;precip_days&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;prob&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;25&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;prob&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;precip_prob_vals&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;count_nonzero&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;precip_days&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;precip_prob_samples&lt;/span&gt;
&lt;span class="n"&gt;monthly_precip_days_vals&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;monthly_rainy_days&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;monthly_precip_samples&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;monthly_rainy_days&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Monthly Rainy Days&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;x_range&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;monthly_precip_days_vals&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;months_str&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;figure&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;title&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Monthly Rainy Days Samples&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;x_range&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;2015&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;x_axis_label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Year&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;height&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;300&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;months&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;monthly_precip_samples&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;legend&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;months_str&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;Palette&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;show&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;f&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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for (idx in plots) {
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var model = Bokeh.Collections(plot.modeltype).get(plot.modelid);
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Bokeh.logger.info(' - modeltype: ' + plot.modeltype);
Bokeh.logger.info(' - modelid: ' + plot.modelid);
Bokeh.logger.info(' - elementid: ' + plot.elementid);
var view = new model.default_view({
model: model,
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});
Bokeh.index[plot.modelid] = view;
}
});
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&lt;p&gt;After trying to find the number of days that are rainy, we can see that November hit its max value for rainy days in 2015. However, that value is 6, as compared to a previous maximum of 5. While it is a new record, the value isn't actually all that different. And for other months, the values are mostly in-line with the averages.&lt;/p&gt;
&lt;h1 id="Summary-and-Conclusions"&gt;Summary and Conclusions&lt;a class="anchor-link" href="#Summary-and-Conclusions"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;After having looked at forecast data for Cary, it appears that the months of July - November this year in terms of weather were at worst on par with prior years, if not slightly more sunny. This seems to be a case of confirmation bias: someone complains about a string of cloudy or rainy days, and suddenly you start noticing them more.&lt;/p&gt;
&lt;p&gt;While this analysis doesn't take into account other areas of North Carolina, my initial guess would be to assume that other areas also will show similar results: nothing interesting is happening. Maybe that will be for another blog post later!&lt;/p&gt;
&lt;p&gt;Coming soon: I'll compare rain/cloud conditions in North Carolina to some other places in the U.S.!&lt;/p&gt;
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&lt;h1 id="Generating-the-Forecast-file"&gt;Generating the Forecast file&lt;a class="anchor-link" href="#Generating-the-Forecast-file"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;The following code was generates the file that was used throughout the blog post. Please note that I'm retrieving data for other cities to use in a future blog post, only Cary data was used for this post.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="kn"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;functools&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nb"&gt;reduce&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;requests&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="c"&gt;# Coordinate data from http://itouchmap.com/latlong.html&lt;/span&gt;
&lt;span class="n"&gt;cary_loc&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;35.79154&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mf"&gt;78.781117&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;nyc_loc&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;40.78306&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mf"&gt;73.971249&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;seattle_loc&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;47.60621&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mf"&gt;122.332071&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;binghamton_loc&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mf"&gt;42.098687&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mf"&gt;75.917974&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;cities&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;cary&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;cary_loc&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;nyc&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;nyc_loc&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;seattle&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;seattle_loc&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;binghamton&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;binghamton_loc&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;apikey&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;&amp;#39;&lt;/span&gt; &lt;span class="c"&gt;# My super-secret API Key&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;get_forecast&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;lat&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;long&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;date&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="bp"&gt;None&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;forecast_base&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;https://api.forecast.io/forecast/&amp;quot;&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;date&lt;/span&gt; &lt;span class="ow"&gt;is&lt;/span&gt; &lt;span class="bp"&gt;None&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;url&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forecast_base&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;apikey&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;/{},{}&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;lat&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;long&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;epoch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;int&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;timestamp&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;span class="n"&gt;url&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forecast_base&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;apikey&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;/{},{},{}&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;lat&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;long&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;epoch&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;url&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;json&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;years&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1990&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;&lt;span class="mi"&gt;2016&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# For datetimes, the 12 is for getting the weather at noon.&lt;/span&gt;
&lt;span class="c"&gt;# We&amp;#39;re doing this over midnight because we&amp;#39;re more concerned&lt;/span&gt;
&lt;span class="c"&gt;# with what people see, and people don&amp;#39;t typically see the weather&lt;/span&gt;
&lt;span class="c"&gt;# at midnight.&lt;/span&gt;
&lt;span class="n"&gt;dt_indices&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;date_range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;7&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;end&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;11&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;30&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;year&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;dt_merge&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;reduce&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;union&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt; &lt;span class="n"&gt;dt_indices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Because we have to pay a little bit to use the API, we use for loops here&lt;/span&gt;
&lt;span class="c"&gt;# instead of a comprehension - if something breaks, we want to preserve the&lt;/span&gt;
&lt;span class="c"&gt;# data already retrieved&lt;/span&gt;
&lt;span class="n"&gt;city_forecasts&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;loc&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;cities&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;items&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="k"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Retrieving data for {} starting at {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;%I:%M:%S %p&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;dt&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;dt_merge&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;city_forecasts&lt;/span&gt;&lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;dt&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;get_forecast&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;loc&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;dt&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="ne"&gt;Exception&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;e&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;e&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;city_forecasts&lt;/span&gt;&lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;city&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;dt&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;None&lt;/span&gt;
&lt;span class="k"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;End forecast retrieval: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;now&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;strftime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;%I:%M:%S %p&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pickle&lt;/span&gt;
&lt;span class="n"&gt;pickle&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dump&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;city_forecasts&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;open&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;city_forecasts.p&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;wb&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;### Output:&lt;/span&gt;
&lt;span class="c"&gt;# Retrieving data for binghamton starting at 05:13:42 PM&lt;/span&gt;
&lt;span class="c"&gt;# Retrieving data for seattle starting at 05:30:51 PM&lt;/span&gt;
&lt;span class="c"&gt;# Retrieving data for nyc starting at 05:48:30 PM&lt;/span&gt;
&lt;span class="c"&gt;# Retrieving data for cary starting at 06:08:32 PM&lt;/span&gt;
&lt;span class="c"&gt;# End forecast retrieval: 06:25:21 PM&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="weather"></category></entry><entry><title>Testing Cramer</title><link href="https://bspeice.github.io/testing-cramer.html" rel="alternate"></link><updated>2015-12-26T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-12-26:testing-cramer.html</id><summary type="html">&lt;p&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;requests&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pandas&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;pd&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;dateutil&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;parser&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="n"&gt;dtparser&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;dateutil.relativedelta&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;relativedelta&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;html.parser&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;HTMLParser&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;copy&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;copy&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;Quandl&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;h1 id="Testing-Cramer"&gt;Testing Cramer&lt;a class="anchor-link" href="#Testing-Cramer"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Pursuant to attending a graduate school studying Financial Engineering, I've been a fan of the &lt;a href="http://seekingalpha.com/author/wall-street-breakfast?s=wall-street-breakfast"&gt;Mad Money&lt;/a&gt; TV show featuring the bombastic Jim Cramer. One of the things that he's said is that you shouldn't use the futures to predict where the stock market is going to go. But he says it often enough, I've begun to wonder - who is he trying to convince?&lt;/p&gt;
&lt;p&gt;It makes sense that because futures on things like the S&amp;amp;P 500 are traded continuously, they would price in market information before the stock market opens. So is Cramer right to be convinced that strategies based on the futures are a poor idea? I wanted to test it out.&lt;/p&gt;
&lt;p&gt;The first question is where to get the future's data. I've been part of &lt;a href="http://seekingalpha.com/"&gt;Seeking Alpha&lt;/a&gt; for a bit, and they publish the &lt;a href="http://seekingalpha.com/author/wall-street-breakfast?s=wall-street-breakfast"&gt;Wall Street Breakfast&lt;/a&gt; newsletter which contains daily future's returns as of 6:20 AM EST. I'd be interested in using that data to see if we can actually make some money.&lt;/p&gt;
&lt;p&gt;First though, let's get the data:&lt;/p&gt;
&lt;h1 id="Downloading-Futures-data-from-Seeking-Alpha"&gt;Downloading Futures data from Seeking Alpha&lt;a class="anchor-link" href="#Downloading-Futures-data-from-Seeking-Alpha"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;We're going to define two HTML parsing classes - one to get the article URL's from a page, and one to get the actual data from each article.&lt;/p&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[2]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;ArticleListParser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;HTMLParser&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="sd"&gt;&amp;quot;&amp;quot;&amp;quot;Given a web page with articles on it, parse out the article links&amp;quot;&amp;quot;&amp;quot;&lt;/span&gt;
&lt;span class="n"&gt;articles&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_starttag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;#if tag == &amp;#39;div&amp;#39; and (&amp;quot;id&amp;quot;, &amp;quot;author_articles_wrapper&amp;quot;) in attrs:&lt;/span&gt;
&lt;span class="c"&gt;# self.fetch_links = True&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;a&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;class&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;dashboard_article_link&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;href&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;href&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;))[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;articles&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;append&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;href&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;base_url&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;http://seekingalpha.com/author/wall-street-breakfast/articles&amp;quot;&lt;/span&gt;
&lt;span class="n"&gt;article_page_urls&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;base_url&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;base_url&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;/{}&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;20&lt;/span&gt;&lt;span class="p"&gt;)]&lt;/span&gt;
&lt;span class="n"&gt;global_articles&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;page&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;article_page_urls&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# We need to switch the user agent, as SA blocks the standard requests agent&lt;/span&gt;
&lt;span class="n"&gt;articles_html&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;page&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;User-Agent&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Wget/1.13.4&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="n"&gt;parser&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ArticleListParser&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;feed&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;articles_html&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;text&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;global_articles&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;articles&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[3]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;class&lt;/span&gt; &lt;span class="nc"&gt;ArticleReturnParser&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;HTMLParser&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="s"&gt;&amp;quot;Given an article, parse out the futures returns in it&amp;quot;&lt;/span&gt;
&lt;span class="n"&gt;record_font_tags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;False&lt;/span&gt;
&lt;span class="n"&gt;in_font_tag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;False&lt;/span&gt;
&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="c"&gt;# data = {} # See __init__&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;__init__&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;**&lt;/span&gt;&lt;span class="n"&gt;kwargs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="nb"&gt;super&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;__init__&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;args&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;**&lt;/span&gt;&lt;span class="n"&gt;kwargs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_starttag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;span&amp;#39;&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;itemprop&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;datePublished&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;date_string&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;filter&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;content&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;attrs&lt;/span&gt;&lt;span class="p"&gt;))[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;dtparser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;parse&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;date_string&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;date&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;date&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;in_font_tag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;font&amp;#39;&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;safe_float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;string&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;try&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nb"&gt;float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;string&lt;/span&gt;&lt;span class="p"&gt;[:&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;
&lt;span class="k"&gt;except&lt;/span&gt; &lt;span class="ne"&gt;ValueError&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;NaN&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_data&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="ow"&gt;not&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;record_font_tags&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Futures at 6&amp;quot;&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;record_font_tags&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;True&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;record_font_tags&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;in_font_tag&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;DOW&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;safe_float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;elif&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;S&amp;amp;P&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;safe_float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;elif&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;NASDAQ&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;safe_float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;elif&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Crude&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;safe_float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;elif&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;4&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Gold&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;safe_float&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;content&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;counter&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;handle_endtag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;tag&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="bp"&gt;self&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;in_font_tag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;False&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;retrieve_data&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;url&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;sa&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;http://seekingalpha.com&amp;quot;&lt;/span&gt;
&lt;span class="n"&gt;article_html&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;requests&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sa&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;url&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;headers&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;User-Agent&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Wget/1.13.4&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="n"&gt;parser&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ArticleReturnParser&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;feed&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;article_html&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;text&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;update&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;url&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;url&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;update&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;text&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;article_html&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;text&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;parser&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;data&lt;/span&gt;
&lt;span class="c"&gt;# This copy **MUST** be in place. I&amp;#39;m not sure why,&lt;/span&gt;
&lt;span class="c"&gt;# as you&amp;#39;d think that the data being returned would already&lt;/span&gt;
&lt;span class="c"&gt;# represent a different memory location. Even so, it blows up&lt;/span&gt;
&lt;span class="c"&gt;# if you don&amp;#39;t do this.&lt;/span&gt;
&lt;span class="n"&gt;article_list&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;set&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;global_articles&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;article_data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;copy&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;retrieve_data&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;url&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;url&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;article_list&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="c"&gt;# If there&amp;#39;s an issue downloading the article, drop it.&lt;/span&gt;
&lt;span class="n"&gt;article_df&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;article_data&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;dropna&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
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&lt;h1 id="Fetching-the-Returns-data"&gt;Fetching the Returns data&lt;a class="anchor-link" href="#Fetching-the-Returns-data"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Now that we have the futures data, we're going to compare across 4 different indices - the S&amp;amp;P 500 index, Dow Jones Industrial, Russell 2000, and NASDAQ 100. Let's get the data off of Quandl to make things easier!&lt;/p&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[4]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="c"&gt;# article_df is sorted by date, so we get the first row.&lt;/span&gt;
&lt;span class="n"&gt;start_date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;article_df&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;sort_values&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;by&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;date&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;date&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;relativedelta&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;days&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;SPY&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;GOOG/NYSE_SPY&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;trim_start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;DJIA&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;GOOG/AMS_DIA&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;trim_start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;RUSS&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;GOOG/AMEX_IWM&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;trim_start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;NASDAQ&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;GOOG/EPA_QQQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;trim_start&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;start_date&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;h1 id="Running-the-Comparison"&gt;Running the Comparison&lt;a class="anchor-link" href="#Running-the-Comparison"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;There are two types of tests I want to determine: How accurate each futures category is at predicting the index's opening change over the close before, and predicting the index's daily return.&lt;/p&gt;
&lt;p&gt;Let's first calculate how good each future is at predicting the opening return over the previous day. I expect that the futures will be more than 50% accurate, since the information is recorded 3 hours before the markets open.&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[5]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;calculate_opening_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# I&amp;#39;m not a huge fan of the appending for loop,&lt;/span&gt;
&lt;span class="c"&gt;# but it&amp;#39;s a bit verbose for a comprehension&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;
&lt;span class="n"&gt;prior_close&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;open_val&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Open&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;date&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;open_val&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;prior_close&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;prior_close&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;
&lt;span class="n"&gt;SPY_open_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_opening_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;SPY&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;DJIA_open_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_opening_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;DJIA&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;RUSS_open_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_opening_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;RUSS&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;NASDAQ_open_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_opening_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;NASDAQ&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;signs_match&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;list_1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# This is a surprisingly difficult task - we have to match&lt;/span&gt;
&lt;span class="c"&gt;# up the dates in order to check if opening returns actually match&lt;/span&gt;
&lt;span class="n"&gt;index_dict_dt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;key&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;to_datetime&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;key&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;key&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;keys&lt;/span&gt;&lt;span class="p"&gt;()}&lt;/span&gt;
&lt;span class="n"&gt;matches&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;list_1&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iterrows&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="n"&gt;row_dt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;index_dt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_dt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;row_dt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;row_dt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;index_dt&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index_dt&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;or&lt;/span&gt; \
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;or&lt;/span&gt; \
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;matches&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;matches&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="c"&gt;#print(&amp;quot;{}&amp;quot;.format(list_2[index_dt]))&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;matches&lt;/span&gt;
&lt;span class="n"&gt;prediction_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;matches_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;count_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;index_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;SPY&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;SPY_open_ret&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;DJIA&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;DJIA_open_ret&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;RUSS&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;RUSS_open_ret&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;NASDAQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;NASDAQ_open_ret&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;indices&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;SPY&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;DJIA&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;RUSS&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;NASDAQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;futures&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Crude&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Gold&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;DOW&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;NASDAQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;S&amp;amp;P&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;index&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;indices&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;matches_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;signs_match&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;article_df&lt;/span&gt;&lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;date&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]],&lt;/span&gt;
&lt;span class="n"&gt;index_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;count_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;matches_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;prediction_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;matches_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Articles Checked: &amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;count_dict&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Prediction Accuracy:&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;prediction_dict&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;Articles Checked:
DJIA NASDAQ RUSS SPY
Crude 268 268 271 271
DOW 268 268 271 271
Gold 268 268 271 271
NASDAQ 268 268 271 271
S&amp;amp;P 268 268 271 271
Prediction Accuracy:
DJIA NASDAQ RUSS SPY
Crude 0.544776 0.522388 0.601476 0.590406
DOW 0.611940 0.604478 0.804428 0.841328
Gold 0.462687 0.455224 0.464945 0.476015
NASDAQ 0.615672 0.608209 0.797048 0.830258
S&amp;amp;P 0.604478 0.597015 0.811808 0.848708
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&lt;p&gt;This data is very interesting. Some insights:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Both DOW and NASDAQ futures are pretty bad at predicting their actual market openings&lt;/li&gt;
&lt;li&gt;NASDAQ and Dow are fairly unpredictable; Russell 2000 and S&amp;amp;P are very predictable&lt;/li&gt;
&lt;li&gt;Gold is a poor predictor in general - intuitively Gold should move inverse to the market, but it appears to be about as accurate as a coin flip.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;All said though it appears that futures data is important for determining market direction for both the S&amp;amp;P 500 and Russell 2000. Cramer is half-right: futures data isn't very helpful for the Dow and NASDAQ indices, but is great for the S&amp;amp;P and Russell indices.&lt;/p&gt;
&lt;h1 id="The-next-step---Predicting-the-close"&gt;The next step - Predicting the close&lt;a class="anchor-link" href="#The-next-step---Predicting-the-close"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Given the code we currently have, I'd like to predict the close of the market as well. We can re-use most of the code, so let's see what happens:&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[6]:&lt;/div&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;calculate_closing_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# I&amp;#39;m not a huge fan of the appending for loop,&lt;/span&gt;
&lt;span class="c"&gt;# but it&amp;#39;s a bit verbose for a comprehension&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="nb"&gt;range&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="p"&gt;)):&lt;/span&gt;
&lt;span class="n"&gt;date&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;
&lt;span class="n"&gt;open_val&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Open&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;close_val&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;frame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iloc&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;date&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;close_val&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;open_val&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;open_val&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;
&lt;span class="n"&gt;SPY_close_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_closing_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;SPY&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;DJIA_close_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_closing_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;DJIA&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;RUSS_close_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_closing_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;RUSS&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;NASDAQ_close_ret&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;calculate_closing_ret&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;NASDAQ&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;signs_match&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;list_1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="c"&gt;# This is a surprisingly difficult task - we have to match&lt;/span&gt;
&lt;span class="c"&gt;# up the dates in order to check if opening returns actually match&lt;/span&gt;
&lt;span class="n"&gt;index_dict_dt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;key&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;to_datetime&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;key&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;key&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;keys&lt;/span&gt;&lt;span class="p"&gt;()}&lt;/span&gt;
&lt;span class="n"&gt;matches&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;list_1&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;iterrows&lt;/span&gt;&lt;span class="p"&gt;():&lt;/span&gt;
&lt;span class="n"&gt;row_dt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;row&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;index_dt&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_dt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;year&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;row_dt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;month&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;row_dt&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;day&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;index_dt&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;list_2&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index_dt&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;or&lt;/span&gt; \
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="ow"&gt;or&lt;/span&gt; \
&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;row_value&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt; &lt;span class="ow"&gt;and&lt;/span&gt; &lt;span class="n"&gt;index_value&lt;/span&gt; &lt;span class="o"&gt;==&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;matches&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;matches&lt;/span&gt; &lt;span class="o"&gt;+=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="c"&gt;#print(&amp;quot;{}&amp;quot;.format(list_2[index_dt]))&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;matches&lt;/span&gt;
&lt;span class="n"&gt;matches_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;count_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;prediction_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{}&lt;/span&gt;
&lt;span class="n"&gt;index_dict&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;SPY&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;SPY_close_ret&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;DJIA&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;DJIA_close_ret&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;quot;RUSS&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;RUSS_close_ret&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;NASDAQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;NASDAQ_close_ret&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;indices&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;SPY&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;DJIA&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;RUSS&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;NASDAQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;futures&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Crude&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Gold&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;DOW&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;NASDAQ&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;S&amp;amp;P&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;index&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;indices&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="n"&gt;matches_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;signs_match&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;article_df&lt;/span&gt;&lt;span class="p"&gt;[[&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;date&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]],&lt;/span&gt;
&lt;span class="n"&gt;index_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;count_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;matches_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;prediction_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;matches_dict&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;index&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;future&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;future&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;futures&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Articles Checked:&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;count_dict&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Prediction Accuracy:&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="nb"&gt;print&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;pd&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DataFrame&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;from_dict&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;prediction_dict&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
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&lt;pre&gt;Articles Checked:
DJIA NASDAQ RUSS SPY
Crude 268 268 271 271
DOW 268 268 271 271
Gold 268 268 271 271
NASDAQ 268 268 271 271
S&amp;amp;P 268 268 271 271
Prediction Accuracy:
DJIA NASDAQ RUSS SPY
Crude 0.533582 0.529851 0.501845 0.542435
DOW 0.589552 0.608209 0.535055 0.535055
Gold 0.455224 0.451493 0.483395 0.512915
NASDAQ 0.582090 0.626866 0.531365 0.538745
S&amp;amp;P 0.585821 0.608209 0.535055 0.535055
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&lt;p&gt;Well, it appears that the futures data is terrible at predicting market close. NASDAQ predicting NASDAQ is the most interesting data point, but 63% accuracy isn't accurate enough to make money consistently.&lt;/p&gt;
&lt;h1 id="Final-sentiments"&gt;Final sentiments&lt;a class="anchor-link" href="#Final-sentiments"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;The data bears out very close to what I expected would happen:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Futures data is more accurate than a coin flip for predicting openings, which makes sense since it is recorded only 3 hours before the actual opening&lt;/li&gt;
&lt;li&gt;Futures data is about as acccurate as a coin flip for predicting closings, which means there is no money to be made in trying to predict the market direction for the day given the futures data.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;In summary:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Cramer is half right: Futures data is not good for predicting the market open of the Dow and NASDAQ indices. Contrary to Cramer though, it is very good for predicting the S&amp;amp;P and Russell indices - we can achieve an accuracy slightly over 80% for each. &lt;/li&gt;
&lt;li&gt;Making money in the market is hard. We can't just go to the futures and treat them as an oracle for where the market will close.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;I hope you've enjoyed this, I quite enjoyed taking a deep dive in the analytics this way. I'll be posting more soon!&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="futures"></category><category term="data science"></category></entry><entry><title>Autocallable Bonds</title><link href="https://bspeice.github.io/autocallable-bonds.html" rel="alternate"></link><updated>2015-11-27T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-27:autocallable-bonds.html</id><summary type="html">&lt;p&gt;My only non-core class this semester has been in Structure Products. We've been surveying a wide variety of products, and the final project was to pick one to report on.
Because these are all very similar, we decided to demonstrate all 3 products at once.&lt;/p&gt;
&lt;p&gt;What follows below is a notebook demonstrating the usage of &lt;a href="http://julialang.com"&gt;Julia&lt;/a&gt; for Monte-Carlo simulation of some exotic products.&lt;/p&gt;
&lt;p&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="k"&gt;using&lt;/span&gt; &lt;span class="n"&gt;Gadfly&lt;/span&gt;
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&lt;h1 id="Athena/Phoenix-Simulation"&gt;Athena/Phoenix Simulation&lt;a class="anchor-link" href="#Athena/Phoenix-Simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;h2 id="Underlying-simulation"&gt;Underlying simulation&lt;a class="anchor-link" href="#Underlying-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;In order to price the autocallable bonds, we need to simulate the underlying assets. Let's go ahead and set up the simulation first, as this lays the foundation for what we're trying to do. We're going to use &lt;a href="http://finance.yahoo.com/q?s=jnj"&gt;JNJ&lt;/a&gt; as the basis for our simulation. This implies the following parameters:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;$S_0$ = \$102.2 (as of time of writing)&lt;/li&gt;
&lt;li&gt;$q$ = 2.84%&lt;/li&gt;
&lt;li&gt;$r$ = [.49, .9, 1.21, 1.45, 1.69] (term structure as of time of writing, linear interpolation)&lt;/li&gt;
&lt;li&gt;$\mu$ = $r - q$ (note that this implies a negative drift because of current low rates)&lt;/li&gt;
&lt;li&gt;$\sigma$ = $\sigma_{imp}$ = 15.62% (from VIX implied volatility)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;We additionally define some parameters for simulation:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;T&lt;/code&gt;: The number of years to simulate&lt;/li&gt;
&lt;li&gt;&lt;code&gt;m&lt;/code&gt;: The number of paths to simulate&lt;/li&gt;
&lt;li&gt;&lt;code&gt;n&lt;/code&gt;: The number of steps to simulate in a year&lt;/li&gt;
&lt;/ul&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;S0&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mf"&gt;102.2&lt;/span&gt;
&lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;
&lt;span class="n"&gt;q&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mf"&gt;2.84&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;
&lt;span class="err"&gt;σ&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mf"&gt;15.37&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;
&lt;span class="n"&gt;term&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;49&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;9&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.21&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.45&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mf"&gt;1.69&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="c"&gt;###&lt;/span&gt;
&lt;span class="c"&gt;# Potential: Based on PEP&lt;/span&gt;
&lt;span class="c"&gt;# S0 = 100.6&lt;/span&gt;
&lt;span class="c"&gt;# σ = 14.86&lt;/span&gt;
&lt;span class="c"&gt;# q = 2.7&lt;/span&gt;
&lt;span class="c"&gt;###&lt;/span&gt;
&lt;span class="c"&gt;# Simulation parameters&lt;/span&gt;
&lt;span class="n"&gt;T&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt; &lt;span class="c"&gt;# Using years as the unit of time&lt;/span&gt;
&lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;250&lt;/span&gt; &lt;span class="c"&gt;# simulations per year&lt;/span&gt;
&lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;100000&lt;/span&gt; &lt;span class="c"&gt;# paths&lt;/span&gt;
&lt;span class="n"&gt;num_simulations&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="c"&gt;# simulation rounds per price&lt;/span&gt;
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&lt;h3 id="Defining-the-simulation"&gt;Defining the simulation&lt;a class="anchor-link" href="#Defining-the-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;To make things simpler, we simulate a single year at a time. This allows us to easily add in a dividend policy without too much difficulty, and update the simulation every year to match the term structure. The underlying uses GBM for simulation between years.&lt;/p&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;simulate_gbm&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="err"&gt;μ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="err"&gt;σ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Set the initial state&lt;/span&gt;
&lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="c"&gt;# Build out all states&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;.*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="err"&gt;μ&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="err"&gt;σ&lt;/span&gt;&lt;span class="o"&gt;^&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="o"&gt;/&lt;/span&gt;&lt;span class="mi"&gt;2&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;.*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sqrt&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="err"&gt;σ&lt;/span&gt; &lt;span class="o"&gt;.*&lt;/span&gt; &lt;span class="n"&gt;randn&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;motion&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;function&lt;/span&gt;&lt;span class="nf"&gt; display_motion&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Given a matrix of paths, display the motion&lt;/span&gt;
&lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,:])&lt;/span&gt;
&lt;span class="n"&gt;m&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;
&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;repmat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# Calculate the ticks we&amp;#39;re going to use. We&amp;#39;d like to&lt;/span&gt;
&lt;span class="c"&gt;# have an xtick every month, so calculate where those&lt;/span&gt;
&lt;span class="c"&gt;# ticks will actually be at.&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;num_ticks&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;
&lt;span class="n"&gt;xlabel&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Years&amp;quot;&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;
&lt;span class="n"&gt;num_ticks&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;12&lt;/span&gt;
&lt;span class="n"&gt;xlabel&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;quot;Months&amp;quot;&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;tick_width&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;num_ticks&lt;/span&gt;
&lt;span class="n"&gt;x_ticks&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;round&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;num_ticks&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;x_ticks&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;vcat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x_ticks&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;tick_width&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="c"&gt;# Use one color for each path. I&amp;#39;m not sure if there&amp;#39;s&lt;/span&gt;
&lt;span class="c"&gt;# a better way to do this without going through DataFrames&lt;/span&gt;
&lt;span class="n"&gt;colors&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[]&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;
&lt;span class="n"&gt;colors&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;vcat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;colors&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;ones&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;plot&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;y&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="o"&gt;&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;color&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;colors&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;Geom&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;line&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;Guide&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xticks&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ticks&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;x_ticks&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;label&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;false&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;Guide&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;xlabel&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;xlabel&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;span class="n"&gt;Guide&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;ylabel&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Value&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h3 id="Example-simulation"&gt;Example simulation&lt;a class="anchor-link" href="#Example-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Let's go ahead and run a sample simulation to see what the functions got us!&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[4]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;initial&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ones&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="c"&gt;# Using μ=0, T=.25 for now, we&amp;#39;ll use the proper values later&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_gbm&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;initial&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="err"&gt;σ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;25&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;200&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;display_motion&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;25&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt output_prompt"&gt;Out[4]:&lt;/div&gt;
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A.undrag=function(){for(var b=r.length;b--;)r[b].el==this&amp;&amp;(this.unmousedown(r[b].start),r.splice(b,1),k.unbind("snap.drag.*."+this.id));!r.length&amp;&amp;a.unmousemove(e).unmouseup(l);return this}});C.plugin(function(a,v,y,C){y=y.prototype;var A=/^\s*url\((.+)\)/,w=String,z=a._.$;a.filter={};y.filter=function(d){var f=this;"svg"!=f.type&amp;&amp;(f=f.paper);d=a.parse(w(d));var k=a._.id(),u=z("filter");z(u,{id:k,filterUnits:"userSpaceOnUse"});u.appendChild(d.node);f.defs.appendChild(u);return new v(u)};k.on("snap.util.getattr.filter",
function(){k.stop();var d=z(this.node,"filter");if(d)return(d=w(d).match(A))&amp;&amp;a.select(d[1])});k.on("snap.util.attr.filter",function(d){if(d instanceof v&amp;&amp;"filter"==d.type){k.stop();var f=d.node.id;f||(z(d.node,{id:d.id}),f=d.id);z(this.node,{filter:a.url(f)})}d&amp;&amp;"none"!=d||(k.stop(),this.node.removeAttribute("filter"))});a.filter.blur=function(d,f){null==d&amp;&amp;(d=2);return a.format('&lt;feGaussianBlur stdDeviation="{def}"/&gt;',{def:null==f?d:[d,f]})};a.filter.blur.toString=function(){return this()};a.filter.shadow=
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]]&gt; &lt;/script&gt;
&lt;script&gt; &lt;![CDATA[
(function (glob, factory) {
// AMD support
if (typeof define === "function" &amp;&amp; define.amd) {
// Define as an anonymous module
define("Gadfly", ["Snap.svg"], function (Snap) {
return factory(Snap);
});
} else {
// Browser globals (glob is window)
// Snap adds itself to window
glob.Gadfly = factory(glob.Snap);
}
}(this, function (Snap) {
var Gadfly = {};
// Get an x/y coordinate value in pixels
var xPX = function(fig, x) {
var client_box = fig.node.getBoundingClientRect();
return x * fig.node.viewBox.baseVal.width / client_box.width;
};
var yPX = function(fig, y) {
var client_box = fig.node.getBoundingClientRect();
return y * fig.node.viewBox.baseVal.height / client_box.height;
};
Snap.plugin(function (Snap, Element, Paper, global) {
// Traverse upwards from a snap element to find and return the first
// note with the "plotroot" class.
Element.prototype.plotroot = function () {
var element = this;
while (!element.hasClass("plotroot") &amp;&amp; element.parent() != null) {
element = element.parent();
}
return element;
};
Element.prototype.svgroot = function () {
var element = this;
while (element.node.nodeName != "svg" &amp;&amp; element.parent() != null) {
element = element.parent();
}
return element;
};
Element.prototype.plotbounds = function () {
var root = this.plotroot()
var bbox = root.select(".guide.background").node.getBBox();
return {
x0: bbox.x,
x1: bbox.x + bbox.width,
y0: bbox.y,
y1: bbox.y + bbox.height
};
};
Element.prototype.plotcenter = function () {
var root = this.plotroot()
var bbox = root.select(".guide.background").node.getBBox();
return {
x: bbox.x + bbox.width / 2,
y: bbox.y + bbox.height / 2
};
};
// Emulate IE style mouseenter/mouseleave events, since Microsoft always
// does everything right.
// See: http://www.dynamic-tools.net/toolbox/isMouseLeaveOrEnter/
var events = ["mouseenter", "mouseleave"];
for (i in events) {
(function (event_name) {
var event_name = events[i];
Element.prototype[event_name] = function (fn, scope) {
if (Snap.is(fn, "function")) {
var fn2 = function (event) {
if (event.type != "mouseover" &amp;&amp; event.type != "mouseout") {
return;
}
var reltg = event.relatedTarget ? event.relatedTarget :
event.type == "mouseout" ? event.toElement : event.fromElement;
while (reltg &amp;&amp; reltg != this.node) reltg = reltg.parentNode;
if (reltg != this.node) {
return fn.apply(this, event);
}
};
if (event_name == "mouseenter") {
this.mouseover(fn2, scope);
} else {
this.mouseout(fn2, scope);
}
}
return this;
};
})(events[i]);
}
Element.prototype.mousewheel = function (fn, scope) {
if (Snap.is(fn, "function")) {
var el = this;
var fn2 = function (event) {
fn.apply(el, [event]);
};
}
this.node.addEventListener(
/Firefox/i.test(navigator.userAgent) ? "DOMMouseScroll" : "mousewheel",
fn2);
return this;
};
// Snap's attr function can be too slow for things like panning/zooming.
// This is a function to directly update element attributes without going
// through eve.
Element.prototype.attribute = function(key, val) {
if (val === undefined) {
return this.node.getAttribute(key);
} else {
this.node.setAttribute(key, val);
return this;
}
};
Element.prototype.init_gadfly = function() {
this.mouseenter(Gadfly.plot_mouseover)
.mouseleave(Gadfly.plot_mouseout)
.dblclick(Gadfly.plot_dblclick)
.mousewheel(Gadfly.guide_background_scroll)
.drag(Gadfly.guide_background_drag_onmove,
Gadfly.guide_background_drag_onstart,
Gadfly.guide_background_drag_onend);
this.mouseenter(function (event) {
init_pan_zoom(this.plotroot());
});
return this;
};
});
// When the plot is moused over, emphasize the grid lines.
Gadfly.plot_mouseover = function(event) {
var root = this.plotroot();
var keyboard_zoom = function(event) {
if (event.which == 187) { // plus
increase_zoom_by_position(root, 0.1, true);
} else if (event.which == 189) { // minus
increase_zoom_by_position(root, -0.1, true);
}
};
root.data("keyboard_zoom", keyboard_zoom);
window.addEventListener("keyup", keyboard_zoom);
var xgridlines = root.select(".xgridlines"),
ygridlines = root.select(".ygridlines");
xgridlines.data("unfocused_strokedash",
xgridlines.attribute("stroke-dasharray").replace(/(\d)(,|$)/g, "$1mm$2"));
ygridlines.data("unfocused_strokedash",
ygridlines.attribute("stroke-dasharray").replace(/(\d)(,|$)/g, "$1mm$2"));
// emphasize grid lines
var destcolor = root.data("focused_xgrid_color");
xgridlines.attribute("stroke-dasharray", "none")
.selectAll("path")
.animate({stroke: destcolor}, 250);
destcolor = root.data("focused_ygrid_color");
ygridlines.attribute("stroke-dasharray", "none")
.selectAll("path")
.animate({stroke: destcolor}, 250);
// reveal zoom slider
root.select(".zoomslider")
.animate({opacity: 1.0}, 250);
};
// Reset pan and zoom on double click
Gadfly.plot_dblclick = function(event) {
set_plot_pan_zoom(this.plotroot(), 0.0, 0.0, 1.0);
};
// Unemphasize grid lines on mouse out.
Gadfly.plot_mouseout = function(event) {
var root = this.plotroot();
window.removeEventListener("keyup", root.data("keyboard_zoom"));
root.data("keyboard_zoom", undefined);
var xgridlines = root.select(".xgridlines"),
ygridlines = root.select(".ygridlines");
var destcolor = root.data("unfocused_xgrid_color");
xgridlines.attribute("stroke-dasharray", xgridlines.data("unfocused_strokedash"))
.selectAll("path")
.animate({stroke: destcolor}, 250);
destcolor = root.data("unfocused_ygrid_color");
ygridlines.attribute("stroke-dasharray", ygridlines.data("unfocused_strokedash"))
.selectAll("path")
.animate({stroke: destcolor}, 250);
// hide zoom slider
root.select(".zoomslider")
.animate({opacity: 0.0}, 250);
};
var set_geometry_transform = function(root, tx, ty, scale) {
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var old_scale = root.data("scale");
var xscale = xscalable ? scale : 1.0,
yscale = yscalable ? scale : 1.0;
tx = xscalable ? tx : 0.0;
ty = yscalable ? ty : 0.0;
var t = new Snap.Matrix().translate(tx, ty).scale(xscale, yscale);
root.selectAll(".geometry, image")
.forEach(function (element, i) {
element.transform(t);
});
bounds = root.plotbounds();
if (yscalable) {
var xfixed_t = new Snap.Matrix().translate(0, ty).scale(1.0, yscale);
root.selectAll(".xfixed")
.forEach(function (element, i) {
element.transform(xfixed_t);
});
root.select(".ylabels")
.transform(xfixed_t)
.selectAll("text")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var cx = element.asPX("x"),
cy = element.asPX("y");
var st = element.data("static_transform");
unscale_t = new Snap.Matrix();
unscale_t.scale(1, 1/scale, cx, cy).add(st);
element.transform(unscale_t);
var y = cy * scale + ty;
element.attr("visibility",
bounds.y0 &lt;= y &amp;&amp; y &lt;= bounds.y1 ? "visible" : "hidden");
}
});
}
if (xscalable) {
var yfixed_t = new Snap.Matrix().translate(tx, 0).scale(xscale, 1.0);
var xtrans = new Snap.Matrix().translate(tx, 0);
root.selectAll(".yfixed")
.forEach(function (element, i) {
element.transform(yfixed_t);
});
root.select(".xlabels")
.transform(yfixed_t)
.selectAll("text")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var cx = element.asPX("x"),
cy = element.asPX("y");
var st = element.data("static_transform");
unscale_t = new Snap.Matrix();
unscale_t.scale(1/scale, 1, cx, cy).add(st);
element.transform(unscale_t);
var x = cx * scale + tx;
element.attr("visibility",
bounds.x0 &lt;= x &amp;&amp; x &lt;= bounds.x1 ? "visible" : "hidden");
}
});
}
// we must unscale anything that is scale invariance: widths, raiduses, etc.
var size_attribs = ["font-size"];
var unscaled_selection = ".geometry, .geometry *";
if (xscalable) {
size_attribs.push("rx");
unscaled_selection += ", .xgridlines";
}
if (yscalable) {
size_attribs.push("ry");
unscaled_selection += ", .ygridlines";
}
root.selectAll(unscaled_selection)
.forEach(function (element, i) {
// circle need special help
if (element.node.nodeName == "circle") {
var cx = element.attribute("cx"),
cy = element.attribute("cy");
unscale_t = new Snap.Matrix().scale(1/xscale, 1/yscale,
cx, cy);
element.transform(unscale_t);
return;
}
for (i in size_attribs) {
var key = size_attribs[i];
var val = parseFloat(element.attribute(key));
if (val !== undefined &amp;&amp; val != 0 &amp;&amp; !isNaN(val)) {
element.attribute(key, val * old_scale / scale);
}
}
});
};
// Find the most appropriate tick scale and update label visibility.
var update_tickscale = function(root, scale, axis) {
if (!root.hasClass(axis + "scalable")) return;
var tickscales = root.data(axis + "tickscales");
var best_tickscale = 1.0;
var best_tickscale_dist = Infinity;
for (tickscale in tickscales) {
var dist = Math.abs(Math.log(tickscale) - Math.log(scale));
if (dist &lt; best_tickscale_dist) {
best_tickscale_dist = dist;
best_tickscale = tickscale;
}
}
if (best_tickscale != root.data(axis + "tickscale")) {
root.data(axis + "tickscale", best_tickscale);
var mark_inscale_gridlines = function (element, i) {
var inscale = element.attr("gadfly:scale") == best_tickscale;
element.attribute("gadfly:inscale", inscale);
element.attr("visibility", inscale ? "visible" : "hidden");
};
var mark_inscale_labels = function (element, i) {
var inscale = element.attr("gadfly:scale") == best_tickscale;
element.attribute("gadfly:inscale", inscale);
element.attr("visibility", inscale ? "visible" : "hidden");
};
root.select("." + axis + "gridlines").selectAll("path").forEach(mark_inscale_gridlines);
root.select("." + axis + "labels").selectAll("text").forEach(mark_inscale_labels);
}
};
var set_plot_pan_zoom = function(root, tx, ty, scale) {
var old_scale = root.data("scale");
var bounds = root.plotbounds();
var width = bounds.x1 - bounds.x0,
height = bounds.y1 - bounds.y0;
// compute the viewport derived from tx, ty, and scale
var x_min = -width * scale - (scale * width - width),
x_max = width * scale,
y_min = -height * scale - (scale * height - height),
y_max = height * scale;
var x0 = bounds.x0 - scale * bounds.x0,
y0 = bounds.y0 - scale * bounds.y0;
var tx = Math.max(Math.min(tx - x0, x_max), x_min),
ty = Math.max(Math.min(ty - y0, y_max), y_min);
tx += x0;
ty += y0;
// when the scale change, we may need to alter which set of
// ticks is being displayed
if (scale != old_scale) {
update_tickscale(root, scale, "x");
update_tickscale(root, scale, "y");
}
set_geometry_transform(root, tx, ty, scale);
root.data("scale", scale);
root.data("tx", tx);
root.data("ty", ty);
};
var scale_centered_translation = function(root, scale) {
var bounds = root.plotbounds();
var width = bounds.x1 - bounds.x0,
height = bounds.y1 - bounds.y0;
var tx0 = root.data("tx"),
ty0 = root.data("ty");
var scale0 = root.data("scale");
// how off from center the current view is
var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),
yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);
// rescale offsets
xoff = xoff * scale / scale0;
yoff = yoff * scale / scale0;
// adjust for the panel position being scaled
var x_edge_adjust = bounds.x0 * (1 - scale),
y_edge_adjust = bounds.y0 * (1 - scale);
return {
x: xoff + x_edge_adjust + (width - width * scale) / 2,
y: yoff + y_edge_adjust + (height - height * scale) / 2
};
};
// Initialize data for panning zooming if it isn't already.
var init_pan_zoom = function(root) {
if (root.data("zoompan-ready")) {
return;
}
// The non-scaling-stroke trick. Rather than try to correct for the
// stroke-width when zooming, we force it to a fixed value.
var px_per_mm = root.node.getCTM().a;
// Drag events report deltas in pixels, which we'd like to convert to
// millimeters.
root.data("px_per_mm", px_per_mm);
root.selectAll("path")
.forEach(function (element, i) {
sw = element.asPX("stroke-width") * px_per_mm;
if (sw &gt; 0) {
element.attribute("stroke-width", sw);
element.attribute("vector-effect", "non-scaling-stroke");
}
});
// Store ticks labels original tranformation
root.selectAll(".xlabels &gt; text, .ylabels &gt; text")
.forEach(function (element, i) {
var lm = element.transform().localMatrix;
element.data("static_transform",
new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));
});
var xgridlines = root.select(".xgridlines");
var ygridlines = root.select(".ygridlines");
var xlabels = root.select(".xlabels");
var ylabels = root.select(".ylabels");
if (root.data("tx") === undefined) root.data("tx", 0);
if (root.data("ty") === undefined) root.data("ty", 0);
if (root.data("scale") === undefined) root.data("scale", 1.0);
if (root.data("xtickscales") === undefined) {
// index all the tick scales that are listed
var xtickscales = {};
var ytickscales = {};
var add_x_tick_scales = function (element, i) {
xtickscales[element.attribute("gadfly:scale")] = true;
};
var add_y_tick_scales = function (element, i) {
ytickscales[element.attribute("gadfly:scale")] = true;
};
if (xgridlines) xgridlines.selectAll("path").forEach(add_x_tick_scales);
if (ygridlines) ygridlines.selectAll("path").forEach(add_y_tick_scales);
if (xlabels) xlabels.selectAll("text").forEach(add_x_tick_scales);
if (ylabels) ylabels.selectAll("text").forEach(add_y_tick_scales);
root.data("xtickscales", xtickscales);
root.data("ytickscales", ytickscales);
root.data("xtickscale", 1.0);
}
var min_scale = 1.0, max_scale = 1.0;
for (scale in xtickscales) {
min_scale = Math.min(min_scale, scale);
max_scale = Math.max(max_scale, scale);
}
for (scale in ytickscales) {
min_scale = Math.min(min_scale, scale);
max_scale = Math.max(max_scale, scale);
}
root.data("min_scale", min_scale);
root.data("max_scale", max_scale);
// store the original positions of labels
if (xlabels) {
xlabels.selectAll("text")
.forEach(function (element, i) {
element.data("x", element.asPX("x"));
});
}
if (ylabels) {
ylabels.selectAll("text")
.forEach(function (element, i) {
element.data("y", element.asPX("y"));
});
}
// mark grid lines and ticks as in or out of scale.
var mark_inscale = function (element, i) {
element.attribute("gadfly:inscale", element.attribute("gadfly:scale") == 1.0);
};
if (xgridlines) xgridlines.selectAll("path").forEach(mark_inscale);
if (ygridlines) ygridlines.selectAll("path").forEach(mark_inscale);
if (xlabels) xlabels.selectAll("text").forEach(mark_inscale);
if (ylabels) ylabels.selectAll("text").forEach(mark_inscale);
// figure out the upper ond lower bounds on panning using the maximum
// and minum grid lines
var bounds = root.plotbounds();
var pan_bounds = {
x0: 0.0,
y0: 0.0,
x1: 0.0,
y1: 0.0
};
if (xgridlines) {
xgridlines
.selectAll("path")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var bbox = element.node.getBBox();
if (bounds.x1 - bbox.x &lt; pan_bounds.x0) {
pan_bounds.x0 = bounds.x1 - bbox.x;
}
if (bounds.x0 - bbox.x &gt; pan_bounds.x1) {
pan_bounds.x1 = bounds.x0 - bbox.x;
}
element.attr("visibility", "visible");
}
});
}
if (ygridlines) {
ygridlines
.selectAll("path")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var bbox = element.node.getBBox();
if (bounds.y1 - bbox.y &lt; pan_bounds.y0) {
pan_bounds.y0 = bounds.y1 - bbox.y;
}
if (bounds.y0 - bbox.y &gt; pan_bounds.y1) {
pan_bounds.y1 = bounds.y0 - bbox.y;
}
element.attr("visibility", "visible");
}
});
}
// nudge these values a little
pan_bounds.x0 -= 5;
pan_bounds.x1 += 5;
pan_bounds.y0 -= 5;
pan_bounds.y1 += 5;
root.data("pan_bounds", pan_bounds);
root.data("zoompan-ready", true)
};
// drag actions, i.e. zooming and panning
var pan_action = {
start: function(root, x, y, event) {
root.data("dx", 0);
root.data("dy", 0);
root.data("tx0", root.data("tx"));
root.data("ty0", root.data("ty"));
},
update: function(root, dx, dy, x, y, event) {
var px_per_mm = root.data("px_per_mm");
dx /= px_per_mm;
dy /= px_per_mm;
var tx0 = root.data("tx"),
ty0 = root.data("ty");
var dx0 = root.data("dx"),
dy0 = root.data("dy");
root.data("dx", dx);
root.data("dy", dy);
dx = dx - dx0;
dy = dy - dy0;
var tx = tx0 + dx,
ty = ty0 + dy;
set_plot_pan_zoom(root, tx, ty, root.data("scale"));
},
end: function(root, event) {
},
cancel: function(root) {
set_plot_pan_zoom(root, root.data("tx0"), root.data("ty0"), root.data("scale"));
}
};
var zoom_box;
var zoom_action = {
start: function(root, x, y, event) {
var bounds = root.plotbounds();
var width = bounds.x1 - bounds.x0,
height = bounds.y1 - bounds.y0;
var ratio = width / height;
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var px_per_mm = root.data("px_per_mm");
x = xscalable ? x / px_per_mm : bounds.x0;
y = yscalable ? y / px_per_mm : bounds.y0;
var w = xscalable ? 0 : width;
var h = yscalable ? 0 : height;
zoom_box = root.rect(x, y, w, h).attr({
"fill": "#000",
"opacity": 0.25
});
zoom_box.data("ratio", ratio);
},
update: function(root, dx, dy, x, y, event) {
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var px_per_mm = root.data("px_per_mm");
var bounds = root.plotbounds();
if (yscalable) {
y /= px_per_mm;
y = Math.max(bounds.y0, y);
y = Math.min(bounds.y1, y);
} else {
y = bounds.y1;
}
if (xscalable) {
x /= px_per_mm;
x = Math.max(bounds.x0, x);
x = Math.min(bounds.x1, x);
} else {
x = bounds.x1;
}
dx = x - zoom_box.attr("x");
dy = y - zoom_box.attr("y");
if (xscalable &amp;&amp; yscalable) {
var ratio = zoom_box.data("ratio");
var width = Math.min(Math.abs(dx), ratio * Math.abs(dy));
var height = Math.min(Math.abs(dy), Math.abs(dx) / ratio);
dx = width * dx / Math.abs(dx);
dy = height * dy / Math.abs(dy);
}
var xoffset = 0,
yoffset = 0;
if (dx &lt; 0) {
xoffset = dx;
dx = -1 * dx;
}
if (dy &lt; 0) {
yoffset = dy;
dy = -1 * dy;
}
if (isNaN(dy)) {
dy = 0.0;
}
if (isNaN(dx)) {
dx = 0.0;
}
zoom_box.transform("T" + xoffset + "," + yoffset);
zoom_box.attr("width", dx);
zoom_box.attr("height", dy);
},
end: function(root, event) {
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var zoom_bounds = zoom_box.getBBox();
if (zoom_bounds.width * zoom_bounds.height &lt;= 0) {
return;
}
var plot_bounds = root.plotbounds();
var zoom_factor = 1.0;
if (yscalable) {
zoom_factor = (plot_bounds.y1 - plot_bounds.y0) / zoom_bounds.height;
} else {
zoom_factor = (plot_bounds.x1 - plot_bounds.x0) / zoom_bounds.width;
}
var tx = (root.data("tx") - zoom_bounds.x) * zoom_factor + plot_bounds.x0,
ty = (root.data("ty") - zoom_bounds.y) * zoom_factor + plot_bounds.y0;
set_plot_pan_zoom(root, tx, ty, root.data("scale") * zoom_factor);
zoom_box.remove();
},
cancel: function(root) {
zoom_box.remove();
}
};
Gadfly.guide_background_drag_onstart = function(x, y, event) {
var root = this.plotroot();
var scalable = root.hasClass("xscalable") || root.hasClass("yscalable");
var zoomable = !event.altKey &amp;&amp; !event.ctrlKey &amp;&amp; event.shiftKey &amp;&amp; scalable;
var panable = !event.altKey &amp;&amp; !event.ctrlKey &amp;&amp; !event.shiftKey &amp;&amp; scalable;
var drag_action = zoomable ? zoom_action :
panable ? pan_action :
undefined;
root.data("drag_action", drag_action);
if (drag_action) {
var cancel_drag_action = function(event) {
if (event.which == 27) { // esc key
drag_action.cancel(root);
root.data("drag_action", undefined);
}
};
window.addEventListener("keyup", cancel_drag_action);
root.data("cancel_drag_action", cancel_drag_action);
drag_action.start(root, x, y, event);
}
};
Gadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {
var root = this.plotroot();
var drag_action = root.data("drag_action");
if (drag_action) {
drag_action.update(root, dx, dy, x, y, event);
}
};
Gadfly.guide_background_drag_onend = function(event) {
var root = this.plotroot();
window.removeEventListener("keyup", root.data("cancel_drag_action"));
root.data("cancel_drag_action", undefined);
var drag_action = root.data("drag_action");
if (drag_action) {
drag_action.end(root, event);
}
root.data("drag_action", undefined);
};
Gadfly.guide_background_scroll = function(event) {
if (event.shiftKey) {
increase_zoom_by_position(this.plotroot(), 0.001 * event.wheelDelta);
event.preventDefault();
}
};
Gadfly.zoomslider_button_mouseover = function(event) {
this.select(".button_logo")
.animate({fill: this.data("mouseover_color")}, 100);
};
Gadfly.zoomslider_button_mouseout = function(event) {
this.select(".button_logo")
.animate({fill: this.data("mouseout_color")}, 100);
};
Gadfly.zoomslider_zoomout_click = function(event) {
increase_zoom_by_position(this.plotroot(), -0.1, true);
};
Gadfly.zoomslider_zoomin_click = function(event) {
increase_zoom_by_position(this.plotroot(), 0.1, true);
};
Gadfly.zoomslider_track_click = function(event) {
// TODO
};
// Map slider position x to scale y using the function y = a*exp(b*x)+c.
// The constants a, b, and c are solved using the constraint that the function
// should go through the points (0; min_scale), (0.5; 1), and (1; max_scale).
var scale_from_slider_position = function(position, min_scale, max_scale) {
var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),
b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),
c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);
return a * Math.exp(b * position) + c;
}
// inverse of scale_from_slider_position
var slider_position_from_scale = function(scale, min_scale, max_scale) {
var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),
b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),
c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);
return 1 / b * Math.log((scale - c) / a);
}
var increase_zoom_by_position = function(root, delta_position, animate) {
var scale = root.data("scale"),
min_scale = root.data("min_scale"),
max_scale = root.data("max_scale");
var position = slider_position_from_scale(scale, min_scale, max_scale);
position += delta_position;
scale = scale_from_slider_position(position, min_scale, max_scale);
set_zoom(root, scale, animate);
}
var set_zoom = function(root, scale, animate) {
var min_scale = root.data("min_scale"),
max_scale = root.data("max_scale"),
old_scale = root.data("scale");
var new_scale = Math.max(min_scale, Math.min(scale, max_scale));
if (animate) {
Snap.animate(
old_scale,
new_scale,
function (new_scale) {
update_plot_scale(root, new_scale);
},
200);
} else {
update_plot_scale(root, new_scale);
}
}
var update_plot_scale = function(root, new_scale) {
var trans = scale_centered_translation(root, new_scale);
set_plot_pan_zoom(root, trans.x, trans.y, new_scale);
root.selectAll(".zoomslider_thumb")
.forEach(function (element, i) {
var min_pos = element.data("min_pos"),
max_pos = element.data("max_pos"),
min_scale = root.data("min_scale"),
max_scale = root.data("max_scale");
var xmid = (min_pos + max_pos) / 2;
var xpos = slider_position_from_scale(new_scale, min_scale, max_scale);
element.transform(new Snap.Matrix().translate(
Math.max(min_pos, Math.min(
max_pos, min_pos + (max_pos - min_pos) * xpos)) - xmid, 0));
});
};
Gadfly.zoomslider_thumb_dragmove = function(dx, dy, x, y, event) {
var root = this.plotroot();
var min_pos = this.data("min_pos"),
max_pos = this.data("max_pos"),
min_scale = root.data("min_scale"),
max_scale = root.data("max_scale"),
old_scale = root.data("old_scale");
var px_per_mm = root.data("px_per_mm");
dx /= px_per_mm;
dy /= px_per_mm;
var xmid = (min_pos + max_pos) / 2;
var xpos = slider_position_from_scale(old_scale, min_scale, max_scale) +
dx / (max_pos - min_pos);
// compute the new scale
var new_scale = scale_from_slider_position(xpos, min_scale, max_scale);
new_scale = Math.min(max_scale, Math.max(min_scale, new_scale));
update_plot_scale(root, new_scale);
event.stopPropagation();
};
Gadfly.zoomslider_thumb_dragstart = function(x, y, event) {
this.animate({fill: this.data("mouseover_color")}, 100);
var root = this.plotroot();
// keep track of what the scale was when we started dragging
root.data("old_scale", root.data("scale"));
event.stopPropagation();
};
Gadfly.zoomslider_thumb_dragend = function(event) {
this.animate({fill: this.data("mouseout_color")}, 100);
event.stopPropagation();
};
var toggle_color_class = function(root, color_class, ison) {
var guides = root.selectAll(".guide." + color_class + ",.guide ." + color_class);
var geoms = root.selectAll(".geometry." + color_class + ",.geometry ." + color_class);
if (ison) {
guides.animate({opacity: 0.5}, 250);
geoms.animate({opacity: 0.0}, 250);
} else {
guides.animate({opacity: 1.0}, 250);
geoms.animate({opacity: 1.0}, 250);
}
};
Gadfly.colorkey_swatch_click = function(event) {
var root = this.plotroot();
var color_class = this.data("color_class");
if (event.shiftKey) {
root.selectAll(".colorkey text")
.forEach(function (element) {
var other_color_class = element.data("color_class");
if (other_color_class != color_class) {
toggle_color_class(root, other_color_class,
element.attr("opacity") == 1.0);
}
});
} else {
toggle_color_class(root, color_class, this.attr("opacity") == 1.0);
}
};
return Gadfly;
}));
//@ sourceURL=gadfly.js
(function (glob, factory) {
// AMD support
if (typeof require === "function" &amp;&amp; typeof define === "function" &amp;&amp; define.amd) {
require(["Snap.svg", "Gadfly"], function (Snap, Gadfly) {
factory(Snap, Gadfly);
});
} else {
factory(glob.Snap, glob.Gadfly);
}
})(window, function (Snap, Gadfly) {
var fig = Snap("#fig-3a6dd25ad25c4037a166889ee51bb151");
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-8")
.init_gadfly();
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-11")
.plotroot().data("unfocused_ygrid_color", "#D0D0E0")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-11")
.plotroot().data("focused_ygrid_color", "#A0A0A0")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-12")
.plotroot().data("unfocused_xgrid_color", "#D0D0E0")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-12")
.plotroot().data("focused_xgrid_color", "#A0A0A0")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-16")
.data("mouseover_color", "#CD5C5C")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-16")
.data("mouseout_color", "#6A6A6A")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-16")
.click(Gadfly.zoomslider_zoomin_click)
.mouseenter(Gadfly.zoomslider_button_mouseover)
.mouseleave(Gadfly.zoomslider_button_mouseout)
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-18")
.data("max_pos", 111.58)
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-18")
.data("min_pos", 94.58)
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-18")
.click(Gadfly.zoomslider_track_click);
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-19")
.data("max_pos", 111.58)
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-19")
.data("min_pos", 94.58)
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-19")
.data("mouseover_color", "#CD5C5C")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-19")
.data("mouseout_color", "#6A6A6A")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-19")
.drag(Gadfly.zoomslider_thumb_dragmove,
Gadfly.zoomslider_thumb_dragstart,
Gadfly.zoomslider_thumb_dragend)
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-20")
.data("mouseover_color", "#CD5C5C")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-20")
.data("mouseout_color", "#6A6A6A")
;
fig.select("#fig-3a6dd25ad25c4037a166889ee51bb151-element-20")
.click(Gadfly.zoomslider_zoomout_click)
.mouseenter(Gadfly.zoomslider_button_mouseover)
.mouseleave(Gadfly.zoomslider_button_mouseout)
;
});
]]&gt; &lt;/script&gt;
&lt;/svg&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h3 id="Computing-the-term-structure"&gt;Computing the term structure&lt;a class="anchor-link" href="#Computing-the-term-structure"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Now that we've got the basic motion set up, let's start making things a bit more sophisticated for the model. We're going to assume that the drift of the stock is the difference between the implied forward rate and the quarterly dividend rate.&lt;/p&gt;
&lt;p&gt;We're given the yearly term structure, and need to calculate the quarterly forward rate to match this structure. The term structure is assumed to follow:&lt;/p&gt;
&lt;p&gt;$d(0, t) = d(0,t-1)\cdot f_{i-1, i}$&lt;/p&gt;
&lt;p&gt;Where $f_{i-1, i}$ is the quarterly forward rate.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[5]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;forward_term&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;yearly_term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="c"&gt;# It is assumed that we have a yearly term structure passed in, and starts at year 0&lt;/span&gt;
&lt;span class="c"&gt;# This implies a nominal rate above 0 for the first year!&lt;/span&gt;
&lt;span class="n"&gt;years&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="c"&gt;# because we start at 0&lt;/span&gt;
&lt;span class="n"&gt;structure&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;+&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;years&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h3 id="Illustrating-the-term-structure"&gt;Illustrating the term structure&lt;a class="anchor-link" href="#Illustrating-the-term-structure"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Now that we've got our term structure, let's validate that we're getting the correct results! If we've done this correctly, then:&lt;/p&gt;
&lt;pre&gt;&lt;code&gt;term[2] == term[1] * structure[1]&lt;/code&gt;&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[6]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="c"&gt;# Example term structure taken from:&lt;/span&gt;
&lt;span class="c"&gt;# http://www.treasury.gov/resource-center/data-chart-center/interest-rates/Pages/TextView.aspx?data=yield&lt;/span&gt;
&lt;span class="c"&gt;# Linear interpolation used years in-between periods, assuming real-dollar&lt;/span&gt;
&lt;span class="c"&gt;# interest rates&lt;/span&gt;
&lt;span class="n"&gt;forward_yield&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forward_term&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;calculated_term2&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;forward_yield&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Actual term[2]: &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;(term[2]); Calculated term[2]: &lt;/span&gt;&lt;span class="si"&gt;$(calculated_term2)&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Actual term[2]: 1.0049; Calculated term[2]: 1.0049
&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h3 id="The-full-underlying-simulation"&gt;The full underlying simulation&lt;a class="anchor-link" href="#The-full-underlying-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;Now that we have the term structure set up, we can actually start doing some real simulation! Let's construct some paths through the full 5-year time frame. In order to do this, we will simulate 1 year at a time, and use the forward rates at those times to compute the drift. Thus, there will be 5 total simulations batched together.&lt;/p&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[7]:&lt;/div&gt;
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&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;full_motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ones&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;5&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="n"&gt;full_term&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;vcat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;forward_yield&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;
&lt;span class="err"&gt;μ&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;full_term&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;q&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;year_motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_gbm&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;full_motion&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="err"&gt;μ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="err"&gt;σ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;full_motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hcat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;full_motion&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_motion&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;display_motion&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;full_motion&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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(function (glob, factory) {
// AMD support
if (typeof define === "function" &amp;&amp; define.amd) {
// Define as an anonymous module
define("Gadfly", ["Snap.svg"], function (Snap) {
return factory(Snap);
});
} else {
// Browser globals (glob is window)
// Snap adds itself to window
glob.Gadfly = factory(glob.Snap);
}
}(this, function (Snap) {
var Gadfly = {};
// Get an x/y coordinate value in pixels
var xPX = function(fig, x) {
var client_box = fig.node.getBoundingClientRect();
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};
var yPX = function(fig, y) {
var client_box = fig.node.getBoundingClientRect();
return y * fig.node.viewBox.baseVal.height / client_box.height;
};
Snap.plugin(function (Snap, Element, Paper, global) {
// Traverse upwards from a snap element to find and return the first
// note with the "plotroot" class.
Element.prototype.plotroot = function () {
var element = this;
while (!element.hasClass("plotroot") &amp;&amp; element.parent() != null) {
element = element.parent();
}
return element;
};
Element.prototype.svgroot = function () {
var element = this;
while (element.node.nodeName != "svg" &amp;&amp; element.parent() != null) {
element = element.parent();
}
return element;
};
Element.prototype.plotbounds = function () {
var root = this.plotroot()
var bbox = root.select(".guide.background").node.getBBox();
return {
x0: bbox.x,
x1: bbox.x + bbox.width,
y0: bbox.y,
y1: bbox.y + bbox.height
};
};
Element.prototype.plotcenter = function () {
var root = this.plotroot()
var bbox = root.select(".guide.background").node.getBBox();
return {
x: bbox.x + bbox.width / 2,
y: bbox.y + bbox.height / 2
};
};
// Emulate IE style mouseenter/mouseleave events, since Microsoft always
// does everything right.
// See: http://www.dynamic-tools.net/toolbox/isMouseLeaveOrEnter/
var events = ["mouseenter", "mouseleave"];
for (i in events) {
(function (event_name) {
var event_name = events[i];
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if (Snap.is(fn, "function")) {
var fn2 = function (event) {
if (event.type != "mouseover" &amp;&amp; event.type != "mouseout") {
return;
}
var reltg = event.relatedTarget ? event.relatedTarget :
event.type == "mouseout" ? event.toElement : event.fromElement;
while (reltg &amp;&amp; reltg != this.node) reltg = reltg.parentNode;
if (reltg != this.node) {
return fn.apply(this, event);
}
};
if (event_name == "mouseenter") {
this.mouseover(fn2, scope);
} else {
this.mouseout(fn2, scope);
}
}
return this;
};
})(events[i]);
}
Element.prototype.mousewheel = function (fn, scope) {
if (Snap.is(fn, "function")) {
var el = this;
var fn2 = function (event) {
fn.apply(el, [event]);
};
}
this.node.addEventListener(
/Firefox/i.test(navigator.userAgent) ? "DOMMouseScroll" : "mousewheel",
fn2);
return this;
};
// Snap's attr function can be too slow for things like panning/zooming.
// This is a function to directly update element attributes without going
// through eve.
Element.prototype.attribute = function(key, val) {
if (val === undefined) {
return this.node.getAttribute(key);
} else {
this.node.setAttribute(key, val);
return this;
}
};
Element.prototype.init_gadfly = function() {
this.mouseenter(Gadfly.plot_mouseover)
.mouseleave(Gadfly.plot_mouseout)
.dblclick(Gadfly.plot_dblclick)
.mousewheel(Gadfly.guide_background_scroll)
.drag(Gadfly.guide_background_drag_onmove,
Gadfly.guide_background_drag_onstart,
Gadfly.guide_background_drag_onend);
this.mouseenter(function (event) {
init_pan_zoom(this.plotroot());
});
return this;
};
});
// When the plot is moused over, emphasize the grid lines.
Gadfly.plot_mouseover = function(event) {
var root = this.plotroot();
var keyboard_zoom = function(event) {
if (event.which == 187) { // plus
increase_zoom_by_position(root, 0.1, true);
} else if (event.which == 189) { // minus
increase_zoom_by_position(root, -0.1, true);
}
};
root.data("keyboard_zoom", keyboard_zoom);
window.addEventListener("keyup", keyboard_zoom);
var xgridlines = root.select(".xgridlines"),
ygridlines = root.select(".ygridlines");
xgridlines.data("unfocused_strokedash",
xgridlines.attribute("stroke-dasharray").replace(/(\d)(,|$)/g, "$1mm$2"));
ygridlines.data("unfocused_strokedash",
ygridlines.attribute("stroke-dasharray").replace(/(\d)(,|$)/g, "$1mm$2"));
// emphasize grid lines
var destcolor = root.data("focused_xgrid_color");
xgridlines.attribute("stroke-dasharray", "none")
.selectAll("path")
.animate({stroke: destcolor}, 250);
destcolor = root.data("focused_ygrid_color");
ygridlines.attribute("stroke-dasharray", "none")
.selectAll("path")
.animate({stroke: destcolor}, 250);
// reveal zoom slider
root.select(".zoomslider")
.animate({opacity: 1.0}, 250);
};
// Reset pan and zoom on double click
Gadfly.plot_dblclick = function(event) {
set_plot_pan_zoom(this.plotroot(), 0.0, 0.0, 1.0);
};
// Unemphasize grid lines on mouse out.
Gadfly.plot_mouseout = function(event) {
var root = this.plotroot();
window.removeEventListener("keyup", root.data("keyboard_zoom"));
root.data("keyboard_zoom", undefined);
var xgridlines = root.select(".xgridlines"),
ygridlines = root.select(".ygridlines");
var destcolor = root.data("unfocused_xgrid_color");
xgridlines.attribute("stroke-dasharray", xgridlines.data("unfocused_strokedash"))
.selectAll("path")
.animate({stroke: destcolor}, 250);
destcolor = root.data("unfocused_ygrid_color");
ygridlines.attribute("stroke-dasharray", ygridlines.data("unfocused_strokedash"))
.selectAll("path")
.animate({stroke: destcolor}, 250);
// hide zoom slider
root.select(".zoomslider")
.animate({opacity: 0.0}, 250);
};
var set_geometry_transform = function(root, tx, ty, scale) {
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var old_scale = root.data("scale");
var xscale = xscalable ? scale : 1.0,
yscale = yscalable ? scale : 1.0;
tx = xscalable ? tx : 0.0;
ty = yscalable ? ty : 0.0;
var t = new Snap.Matrix().translate(tx, ty).scale(xscale, yscale);
root.selectAll(".geometry, image")
.forEach(function (element, i) {
element.transform(t);
});
bounds = root.plotbounds();
if (yscalable) {
var xfixed_t = new Snap.Matrix().translate(0, ty).scale(1.0, yscale);
root.selectAll(".xfixed")
.forEach(function (element, i) {
element.transform(xfixed_t);
});
root.select(".ylabels")
.transform(xfixed_t)
.selectAll("text")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var cx = element.asPX("x"),
cy = element.asPX("y");
var st = element.data("static_transform");
unscale_t = new Snap.Matrix();
unscale_t.scale(1, 1/scale, cx, cy).add(st);
element.transform(unscale_t);
var y = cy * scale + ty;
element.attr("visibility",
bounds.y0 &lt;= y &amp;&amp; y &lt;= bounds.y1 ? "visible" : "hidden");
}
});
}
if (xscalable) {
var yfixed_t = new Snap.Matrix().translate(tx, 0).scale(xscale, 1.0);
var xtrans = new Snap.Matrix().translate(tx, 0);
root.selectAll(".yfixed")
.forEach(function (element, i) {
element.transform(yfixed_t);
});
root.select(".xlabels")
.transform(yfixed_t)
.selectAll("text")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var cx = element.asPX("x"),
cy = element.asPX("y");
var st = element.data("static_transform");
unscale_t = new Snap.Matrix();
unscale_t.scale(1/scale, 1, cx, cy).add(st);
element.transform(unscale_t);
var x = cx * scale + tx;
element.attr("visibility",
bounds.x0 &lt;= x &amp;&amp; x &lt;= bounds.x1 ? "visible" : "hidden");
}
});
}
// we must unscale anything that is scale invariance: widths, raiduses, etc.
var size_attribs = ["font-size"];
var unscaled_selection = ".geometry, .geometry *";
if (xscalable) {
size_attribs.push("rx");
unscaled_selection += ", .xgridlines";
}
if (yscalable) {
size_attribs.push("ry");
unscaled_selection += ", .ygridlines";
}
root.selectAll(unscaled_selection)
.forEach(function (element, i) {
// circle need special help
if (element.node.nodeName == "circle") {
var cx = element.attribute("cx"),
cy = element.attribute("cy");
unscale_t = new Snap.Matrix().scale(1/xscale, 1/yscale,
cx, cy);
element.transform(unscale_t);
return;
}
for (i in size_attribs) {
var key = size_attribs[i];
var val = parseFloat(element.attribute(key));
if (val !== undefined &amp;&amp; val != 0 &amp;&amp; !isNaN(val)) {
element.attribute(key, val * old_scale / scale);
}
}
});
};
// Find the most appropriate tick scale and update label visibility.
var update_tickscale = function(root, scale, axis) {
if (!root.hasClass(axis + "scalable")) return;
var tickscales = root.data(axis + "tickscales");
var best_tickscale = 1.0;
var best_tickscale_dist = Infinity;
for (tickscale in tickscales) {
var dist = Math.abs(Math.log(tickscale) - Math.log(scale));
if (dist &lt; best_tickscale_dist) {
best_tickscale_dist = dist;
best_tickscale = tickscale;
}
}
if (best_tickscale != root.data(axis + "tickscale")) {
root.data(axis + "tickscale", best_tickscale);
var mark_inscale_gridlines = function (element, i) {
var inscale = element.attr("gadfly:scale") == best_tickscale;
element.attribute("gadfly:inscale", inscale);
element.attr("visibility", inscale ? "visible" : "hidden");
};
var mark_inscale_labels = function (element, i) {
var inscale = element.attr("gadfly:scale") == best_tickscale;
element.attribute("gadfly:inscale", inscale);
element.attr("visibility", inscale ? "visible" : "hidden");
};
root.select("." + axis + "gridlines").selectAll("path").forEach(mark_inscale_gridlines);
root.select("." + axis + "labels").selectAll("text").forEach(mark_inscale_labels);
}
};
var set_plot_pan_zoom = function(root, tx, ty, scale) {
var old_scale = root.data("scale");
var bounds = root.plotbounds();
var width = bounds.x1 - bounds.x0,
height = bounds.y1 - bounds.y0;
// compute the viewport derived from tx, ty, and scale
var x_min = -width * scale - (scale * width - width),
x_max = width * scale,
y_min = -height * scale - (scale * height - height),
y_max = height * scale;
var x0 = bounds.x0 - scale * bounds.x0,
y0 = bounds.y0 - scale * bounds.y0;
var tx = Math.max(Math.min(tx - x0, x_max), x_min),
ty = Math.max(Math.min(ty - y0, y_max), y_min);
tx += x0;
ty += y0;
// when the scale change, we may need to alter which set of
// ticks is being displayed
if (scale != old_scale) {
update_tickscale(root, scale, "x");
update_tickscale(root, scale, "y");
}
set_geometry_transform(root, tx, ty, scale);
root.data("scale", scale);
root.data("tx", tx);
root.data("ty", ty);
};
var scale_centered_translation = function(root, scale) {
var bounds = root.plotbounds();
var width = bounds.x1 - bounds.x0,
height = bounds.y1 - bounds.y0;
var tx0 = root.data("tx"),
ty0 = root.data("ty");
var scale0 = root.data("scale");
// how off from center the current view is
var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),
yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);
// rescale offsets
xoff = xoff * scale / scale0;
yoff = yoff * scale / scale0;
// adjust for the panel position being scaled
var x_edge_adjust = bounds.x0 * (1 - scale),
y_edge_adjust = bounds.y0 * (1 - scale);
return {
x: xoff + x_edge_adjust + (width - width * scale) / 2,
y: yoff + y_edge_adjust + (height - height * scale) / 2
};
};
// Initialize data for panning zooming if it isn't already.
var init_pan_zoom = function(root) {
if (root.data("zoompan-ready")) {
return;
}
// The non-scaling-stroke trick. Rather than try to correct for the
// stroke-width when zooming, we force it to a fixed value.
var px_per_mm = root.node.getCTM().a;
// Drag events report deltas in pixels, which we'd like to convert to
// millimeters.
root.data("px_per_mm", px_per_mm);
root.selectAll("path")
.forEach(function (element, i) {
sw = element.asPX("stroke-width") * px_per_mm;
if (sw &gt; 0) {
element.attribute("stroke-width", sw);
element.attribute("vector-effect", "non-scaling-stroke");
}
});
// Store ticks labels original tranformation
root.selectAll(".xlabels &gt; text, .ylabels &gt; text")
.forEach(function (element, i) {
var lm = element.transform().localMatrix;
element.data("static_transform",
new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));
});
var xgridlines = root.select(".xgridlines");
var ygridlines = root.select(".ygridlines");
var xlabels = root.select(".xlabels");
var ylabels = root.select(".ylabels");
if (root.data("tx") === undefined) root.data("tx", 0);
if (root.data("ty") === undefined) root.data("ty", 0);
if (root.data("scale") === undefined) root.data("scale", 1.0);
if (root.data("xtickscales") === undefined) {
// index all the tick scales that are listed
var xtickscales = {};
var ytickscales = {};
var add_x_tick_scales = function (element, i) {
xtickscales[element.attribute("gadfly:scale")] = true;
};
var add_y_tick_scales = function (element, i) {
ytickscales[element.attribute("gadfly:scale")] = true;
};
if (xgridlines) xgridlines.selectAll("path").forEach(add_x_tick_scales);
if (ygridlines) ygridlines.selectAll("path").forEach(add_y_tick_scales);
if (xlabels) xlabels.selectAll("text").forEach(add_x_tick_scales);
if (ylabels) ylabels.selectAll("text").forEach(add_y_tick_scales);
root.data("xtickscales", xtickscales);
root.data("ytickscales", ytickscales);
root.data("xtickscale", 1.0);
}
var min_scale = 1.0, max_scale = 1.0;
for (scale in xtickscales) {
min_scale = Math.min(min_scale, scale);
max_scale = Math.max(max_scale, scale);
}
for (scale in ytickscales) {
min_scale = Math.min(min_scale, scale);
max_scale = Math.max(max_scale, scale);
}
root.data("min_scale", min_scale);
root.data("max_scale", max_scale);
// store the original positions of labels
if (xlabels) {
xlabels.selectAll("text")
.forEach(function (element, i) {
element.data("x", element.asPX("x"));
});
}
if (ylabels) {
ylabels.selectAll("text")
.forEach(function (element, i) {
element.data("y", element.asPX("y"));
});
}
// mark grid lines and ticks as in or out of scale.
var mark_inscale = function (element, i) {
element.attribute("gadfly:inscale", element.attribute("gadfly:scale") == 1.0);
};
if (xgridlines) xgridlines.selectAll("path").forEach(mark_inscale);
if (ygridlines) ygridlines.selectAll("path").forEach(mark_inscale);
if (xlabels) xlabels.selectAll("text").forEach(mark_inscale);
if (ylabels) ylabels.selectAll("text").forEach(mark_inscale);
// figure out the upper ond lower bounds on panning using the maximum
// and minum grid lines
var bounds = root.plotbounds();
var pan_bounds = {
x0: 0.0,
y0: 0.0,
x1: 0.0,
y1: 0.0
};
if (xgridlines) {
xgridlines
.selectAll("path")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var bbox = element.node.getBBox();
if (bounds.x1 - bbox.x &lt; pan_bounds.x0) {
pan_bounds.x0 = bounds.x1 - bbox.x;
}
if (bounds.x0 - bbox.x &gt; pan_bounds.x1) {
pan_bounds.x1 = bounds.x0 - bbox.x;
}
element.attr("visibility", "visible");
}
});
}
if (ygridlines) {
ygridlines
.selectAll("path")
.forEach(function (element, i) {
if (element.attribute("gadfly:inscale") == "true") {
var bbox = element.node.getBBox();
if (bounds.y1 - bbox.y &lt; pan_bounds.y0) {
pan_bounds.y0 = bounds.y1 - bbox.y;
}
if (bounds.y0 - bbox.y &gt; pan_bounds.y1) {
pan_bounds.y1 = bounds.y0 - bbox.y;
}
element.attr("visibility", "visible");
}
});
}
// nudge these values a little
pan_bounds.x0 -= 5;
pan_bounds.x1 += 5;
pan_bounds.y0 -= 5;
pan_bounds.y1 += 5;
root.data("pan_bounds", pan_bounds);
root.data("zoompan-ready", true)
};
// drag actions, i.e. zooming and panning
var pan_action = {
start: function(root, x, y, event) {
root.data("dx", 0);
root.data("dy", 0);
root.data("tx0", root.data("tx"));
root.data("ty0", root.data("ty"));
},
update: function(root, dx, dy, x, y, event) {
var px_per_mm = root.data("px_per_mm");
dx /= px_per_mm;
dy /= px_per_mm;
var tx0 = root.data("tx"),
ty0 = root.data("ty");
var dx0 = root.data("dx"),
dy0 = root.data("dy");
root.data("dx", dx);
root.data("dy", dy);
dx = dx - dx0;
dy = dy - dy0;
var tx = tx0 + dx,
ty = ty0 + dy;
set_plot_pan_zoom(root, tx, ty, root.data("scale"));
},
end: function(root, event) {
},
cancel: function(root) {
set_plot_pan_zoom(root, root.data("tx0"), root.data("ty0"), root.data("scale"));
}
};
var zoom_box;
var zoom_action = {
start: function(root, x, y, event) {
var bounds = root.plotbounds();
var width = bounds.x1 - bounds.x0,
height = bounds.y1 - bounds.y0;
var ratio = width / height;
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var px_per_mm = root.data("px_per_mm");
x = xscalable ? x / px_per_mm : bounds.x0;
y = yscalable ? y / px_per_mm : bounds.y0;
var w = xscalable ? 0 : width;
var h = yscalable ? 0 : height;
zoom_box = root.rect(x, y, w, h).attr({
"fill": "#000",
"opacity": 0.25
});
zoom_box.data("ratio", ratio);
},
update: function(root, dx, dy, x, y, event) {
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var px_per_mm = root.data("px_per_mm");
var bounds = root.plotbounds();
if (yscalable) {
y /= px_per_mm;
y = Math.max(bounds.y0, y);
y = Math.min(bounds.y1, y);
} else {
y = bounds.y1;
}
if (xscalable) {
x /= px_per_mm;
x = Math.max(bounds.x0, x);
x = Math.min(bounds.x1, x);
} else {
x = bounds.x1;
}
dx = x - zoom_box.attr("x");
dy = y - zoom_box.attr("y");
if (xscalable &amp;&amp; yscalable) {
var ratio = zoom_box.data("ratio");
var width = Math.min(Math.abs(dx), ratio * Math.abs(dy));
var height = Math.min(Math.abs(dy), Math.abs(dx) / ratio);
dx = width * dx / Math.abs(dx);
dy = height * dy / Math.abs(dy);
}
var xoffset = 0,
yoffset = 0;
if (dx &lt; 0) {
xoffset = dx;
dx = -1 * dx;
}
if (dy &lt; 0) {
yoffset = dy;
dy = -1 * dy;
}
if (isNaN(dy)) {
dy = 0.0;
}
if (isNaN(dx)) {
dx = 0.0;
}
zoom_box.transform("T" + xoffset + "," + yoffset);
zoom_box.attr("width", dx);
zoom_box.attr("height", dy);
},
end: function(root, event) {
var xscalable = root.hasClass("xscalable"),
yscalable = root.hasClass("yscalable");
var zoom_bounds = zoom_box.getBBox();
if (zoom_bounds.width * zoom_bounds.height &lt;= 0) {
return;
}
var plot_bounds = root.plotbounds();
var zoom_factor = 1.0;
if (yscalable) {
zoom_factor = (plot_bounds.y1 - plot_bounds.y0) / zoom_bounds.height;
} else {
zoom_factor = (plot_bounds.x1 - plot_bounds.x0) / zoom_bounds.width;
}
var tx = (root.data("tx") - zoom_bounds.x) * zoom_factor + plot_bounds.x0,
ty = (root.data("ty") - zoom_bounds.y) * zoom_factor + plot_bounds.y0;
set_plot_pan_zoom(root, tx, ty, root.data("scale") * zoom_factor);
zoom_box.remove();
},
cancel: function(root) {
zoom_box.remove();
}
};
Gadfly.guide_background_drag_onstart = function(x, y, event) {
var root = this.plotroot();
var scalable = root.hasClass("xscalable") || root.hasClass("yscalable");
var zoomable = !event.altKey &amp;&amp; !event.ctrlKey &amp;&amp; event.shiftKey &amp;&amp; scalable;
var panable = !event.altKey &amp;&amp; !event.ctrlKey &amp;&amp; !event.shiftKey &amp;&amp; scalable;
var drag_action = zoomable ? zoom_action :
panable ? pan_action :
undefined;
root.data("drag_action", drag_action);
if (drag_action) {
var cancel_drag_action = function(event) {
if (event.which == 27) { // esc key
drag_action.cancel(root);
root.data("drag_action", undefined);
}
};
window.addEventListener("keyup", cancel_drag_action);
root.data("cancel_drag_action", cancel_drag_action);
drag_action.start(root, x, y, event);
}
};
Gadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {
var root = this.plotroot();
var drag_action = root.data("drag_action");
if (drag_action) {
drag_action.update(root, dx, dy, x, y, event);
}
};
Gadfly.guide_background_drag_onend = function(event) {
var root = this.plotroot();
window.removeEventListener("keyup", root.data("cancel_drag_action"));
root.data("cancel_drag_action", undefined);
var drag_action = root.data("drag_action");
if (drag_action) {
drag_action.end(root, event);
}
root.data("drag_action", undefined);
};
Gadfly.guide_background_scroll = function(event) {
if (event.shiftKey) {
increase_zoom_by_position(this.plotroot(), 0.001 * event.wheelDelta);
event.preventDefault();
}
};
Gadfly.zoomslider_button_mouseover = function(event) {
this.select(".button_logo")
.animate({fill: this.data("mouseover_color")}, 100);
};
Gadfly.zoomslider_button_mouseout = function(event) {
this.select(".button_logo")
.animate({fill: this.data("mouseout_color")}, 100);
};
Gadfly.zoomslider_zoomout_click = function(event) {
increase_zoom_by_position(this.plotroot(), -0.1, true);
};
Gadfly.zoomslider_zoomin_click = function(event) {
increase_zoom_by_position(this.plotroot(), 0.1, true);
};
Gadfly.zoomslider_track_click = function(event) {
// TODO
};
// Map slider position x to scale y using the function y = a*exp(b*x)+c.
// The constants a, b, and c are solved using the constraint that the function
// should go through the points (0; min_scale), (0.5; 1), and (1; max_scale).
var scale_from_slider_position = function(position, min_scale, max_scale) {
var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),
b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),
c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);
return a * Math.exp(b * position) + c;
}
// inverse of scale_from_slider_position
var slider_position_from_scale = function(scale, min_scale, max_scale) {
var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),
b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),
c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);
return 1 / b * Math.log((scale - c) / a);
}
var increase_zoom_by_position = function(root, delta_position, animate) {
var scale = root.data("scale"),
min_scale = root.data("min_scale"),
max_scale = root.data("max_scale");
var position = slider_position_from_scale(scale, min_scale, max_scale);
position += delta_position;
scale = scale_from_slider_position(position, min_scale, max_scale);
set_zoom(root, scale, animate);
}
var set_zoom = function(root, scale, animate) {
var min_scale = root.data("min_scale"),
max_scale = root.data("max_scale"),
old_scale = root.data("scale");
var new_scale = Math.max(min_scale, Math.min(scale, max_scale));
if (animate) {
Snap.animate(
old_scale,
new_scale,
function (new_scale) {
update_plot_scale(root, new_scale);
},
200);
} else {
update_plot_scale(root, new_scale);
}
}
var update_plot_scale = function(root, new_scale) {
var trans = scale_centered_translation(root, new_scale);
set_plot_pan_zoom(root, trans.x, trans.y, new_scale);
root.selectAll(".zoomslider_thumb")
.forEach(function (element, i) {
var min_pos = element.data("min_pos"),
max_pos = element.data("max_pos"),
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return Gadfly;
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//@ sourceURL=gadfly.js
(function (glob, factory) {
// AMD support
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require(["Snap.svg", "Gadfly"], function (Snap, Gadfly) {
factory(Snap, Gadfly);
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]]&gt; &lt;/script&gt;
&lt;/svg&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h3 id="Final-simulation"&gt;Final simulation&lt;a class="anchor-link" href="#Final-simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;&lt;p&gt;We're now going to actually build out the full motion that we'll use for computing the pricing of our autocallable products. It will be largely the same, but we will use far more sample paths for the simulation.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[8]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;full_simulation&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;forward&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;vcat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;forward_term&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# And an S0 to kick things off.&lt;/span&gt;
&lt;span class="n"&gt;final_motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;ones&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;
&lt;span class="err"&gt;μ&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;q&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;year_motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;simulate_gbm&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;final_motion&lt;/span&gt;&lt;span class="p"&gt;[:,&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="err"&gt;μ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="err"&gt;σ&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;final_motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;hcat&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;final_motion&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_motion&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;final_motion&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;tic&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;full_simulation&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;time&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;toq&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Time to run simulation: %.2fs&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="output_wrapper"&gt;
&lt;div class="output"&gt;
&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
&lt;div class="output_subarea output_stream output_stdout output_text"&gt;
&lt;pre&gt;Time to run simulation: 5.34s&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
&lt;div class="prompt input_prompt"&gt;
&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h2 id="Athena-Simulation"&gt;Athena Simulation&lt;a class="anchor-link" href="#Athena-Simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Now that we've defined our underlying simulation, let's actually try and price an Athena note. Athena has the following characteristics:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Automatically called if the underlying is above the &lt;strong&gt;call barrier&lt;/strong&gt; at observation&lt;/li&gt;
&lt;li&gt;Accelerated coupon paid if the underlying is above the &lt;strong&gt;call barrier&lt;/strong&gt; at observation&lt;ul&gt;
&lt;li&gt;The coupon paid is $c \cdot i$ with $i$ as the current year, and $c$ the coupon rate&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;Principle protection up until a &lt;strong&gt;protection barrier&lt;/strong&gt; at observation; All principle at risk if this barrier not met&lt;/li&gt;
&lt;li&gt;Observed yearly&lt;/li&gt;
&lt;/ul&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[9]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;call_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="n"&gt;strike&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="n"&gt;protection_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;
&lt;span class="n"&gt;coupon&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;07&lt;/span&gt;
&lt;span class="n"&gt;price_athena&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;initial_price&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;call_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;protection_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;
&lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="err"&gt;≥&lt;/span&gt; &lt;span class="n"&gt;call_barrier&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;prod&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="c"&gt;# We&amp;#39;ve reached maturity, time to check capital protection&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;
&lt;span class="n"&gt;put&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;strike&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;strike&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;put&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;forward_structure&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forward_term&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;price_function&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;price_athena&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;call_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;athena&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;year_indexes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;full_simulation&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;payoffs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;price_function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_indexes&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;payoffs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;mean_payoffs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;num_simulations&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;num_simulations&lt;/span&gt;
&lt;span class="n"&gt;tic&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;athena&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;time&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;toq&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Mean of simulation %i: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.4f; Simulation time: %.2fs&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;final_mean&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Mean over &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;num_simulations simulations: &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;(mean(mean_payoffs))&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;pv&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;final_mean&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;prod&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Present value of Athena note: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.2f, notional: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.2f&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;pv&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;pre&gt;Mean of simulation 1: $103.2805; Simulation time: 5.59s
Mean of simulation 2: $103.3796; Simulation time: 5.05s
Mean of simulation 3: $103.4752; Simulation time: 5.18s
Mean of simulation 4: $103.4099; Simulation time: 5.37s
Mean of simulation 5: $103.3260; Simulation time: 5.32s
Mean over 5 simulations: 103.37421610015554
Present value of Athena note: $95.00, notional: $100.00&lt;/pre&gt;
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&lt;h2 id="Phoenix-without-Memory-Simulation"&gt;Phoenix without Memory Simulation&lt;a class="anchor-link" href="#Phoenix-without-Memory-Simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;Let's move into pricing a Phoenix without memory. It's very similar to the Athena production, with the exception that we introduce a coupon barrier so coupons are paid even when the underlying is below the initial price.&lt;/p&gt;
&lt;p&gt;The Phoenix product has the following characteristics (example &lt;a href="https://www.rbccm.com/usstructurednotes/file-780079.pdf"&gt;here&lt;/a&gt;):&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Automatically called if the underlying is above the &lt;strong&gt;call barrier&lt;/strong&gt; at observation&lt;/li&gt;
&lt;li&gt;Coupon paid if the underlying is above a &lt;strong&gt;coupon barrier&lt;/strong&gt; at observation&lt;/li&gt;
&lt;li&gt;Principle protection up until a &lt;strong&gt;protection barrier&lt;/strong&gt; at observation; All principle at risk if this barrier not met&lt;/li&gt;
&lt;li&gt;Observed yearly&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Some example paths (all assume that a call barrier of the current price, and coupon barrier some level below that):&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;At the end of year 1, the stock is above the call barrier; the note is called and you receive the value of the stock plus the coupon being paid.&lt;/li&gt;
&lt;li&gt;At the end of year 1, the stock is above the coupon barrier, but not the call barrier; you receive the coupon. At the end of year 2, the stock is below the coupon barrier; you receive nothing. At the end of year 3, the stock is above the call barrier; the note is called and you receive the value of the stock plus a coupon for year 3.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;We're going to re-use the same simulation, with the following parameters:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Call barrier: 100%&lt;/li&gt;
&lt;li&gt;Coupon barrier: 70%&lt;/li&gt;
&lt;li&gt;Coupon: 6%&lt;/li&gt;
&lt;li&gt;Capital protection until 70% (at maturity)&lt;/li&gt;
&lt;/ul&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[10]:&lt;/div&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;call_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="n"&gt;coupon_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;8&lt;/span&gt;
&lt;span class="n"&gt;protection_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;
&lt;span class="n"&gt;coupon&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;06&lt;/span&gt;
&lt;span class="n"&gt;price_phoenix_no_memory&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;initial_price&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;call_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;protection_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;
&lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="err"&gt;≥&lt;/span&gt; &lt;span class="n"&gt;call_barrier&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;total_coupons&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;prod&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;elseif&lt;/span&gt; &lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="err"&gt;≥&lt;/span&gt; &lt;span class="n"&gt;coupon_barrier&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;*=&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="c"&gt;# We&amp;#39;ve reached maturity, time to check capital protection&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;total_coupons&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;
&lt;span class="n"&gt;put&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;strike&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;strike&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;put&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;forward_structure&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forward_term&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;price_function&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;price_phoenix_no_memory&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;call_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;phoenix_no_memory&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;year_indexes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;full_simulation&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;payoffs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;price_function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_indexes&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;payoffs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;mean_payoffs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;num_simulations&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;num_simulations&lt;/span&gt;
&lt;span class="n"&gt;tic&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;phoenix_no_memory&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;time&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;toq&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Mean of simulation %i: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.4f; Simulation time: %.2fs&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;final_mean&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Mean over &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;num_simulations simulations: &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;(mean(mean_payoffs))&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;pv&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;final_mean&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;prod&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Present value of Phoenix without memory note: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.2f&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;pv&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;pre&gt;Mean of simulation 1: $106.0562; Simulation time: 5.72s
Mean of simulation 2: $106.0071; Simulation time: 5.85s
Mean of simulation 3: $105.9959; Simulation time: 5.87s
Mean of simulation 4: $106.0665; Simulation time: 5.93s
Mean of simulation 5: $106.0168; Simulation time: 5.81s
Mean over 5 simulations: 106.02850857209883
Present value of Phoenix without memory note: $97.44&lt;/pre&gt;
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&lt;h2 id="Phoenix-with-Memory-Simulation"&gt;Phoenix with Memory Simulation&lt;a class="anchor-link" href="#Phoenix-with-Memory-Simulation"&gt;&amp;#182;&lt;/a&gt;&lt;/h2&gt;&lt;p&gt;The Phoenix with Memory structure is very similar to the Phoenix, but as the name implies, has a special "memory" property: &lt;strong&gt;It remembers any coupons that haven't been paid at prior observation times, and pays them all if the underlying crosses the coupon barrier&lt;/strong&gt;. For example:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Note issued with 100% call barrier, 70% coupon barrier. At year 1, the underlying is at 50%, so no coupons are paid. At year 2, the underlying is at 80%, so coupons for both year 1 and 2 are paid, resulting in a double coupon.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;You can also find an example &lt;a href="https://www.rbccm.com/usstructurednotes/file-781232.pdf"&gt;here&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;Let's go ahead and set up the simulation! The parameters will be the same, but we can expect that the value will go up because of the memory attribute&lt;/p&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[11]:&lt;/div&gt;
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&lt;div class=" highlight hl-julia"&gt;&lt;pre&gt;&lt;span class="n"&gt;call_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt;
&lt;span class="n"&gt;coupon_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;8&lt;/span&gt;
&lt;span class="n"&gt;protection_barrier&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;S0&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;6&lt;/span&gt;
&lt;span class="n"&gt;coupon&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;07&lt;/span&gt;
&lt;span class="n"&gt;price_phoenix_with_memory&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;initial_price&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;call_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;coupon_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;last_coupon&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="n"&gt;t&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;length&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;
&lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;call_barrier&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;total_coupons&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="n"&gt;prod&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;t&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;elseif&lt;/span&gt; &lt;span class="n"&gt;price&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;coupon_barrier&lt;/span&gt;
&lt;span class="c"&gt;####################################################################&lt;/span&gt;
&lt;span class="c"&gt;# The only difference between with/without memory is the below lines&lt;/span&gt;
&lt;span class="n"&gt;memory_coupons&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;last_coupon&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;
&lt;span class="n"&gt;last_coupon&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;memory_coupons&lt;/span&gt;
&lt;span class="c"&gt;####################################################################&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;
&lt;span class="n"&gt;total_coupons&lt;/span&gt; &lt;span class="o"&gt;*=&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="c"&gt;# We&amp;#39;ve reached maturity, time to check capital protection&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="n"&gt;total_coupons&lt;/span&gt;
&lt;span class="k"&gt;else&lt;/span&gt;
&lt;span class="n"&gt;put&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;strike&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="k"&gt;end&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;strike&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;nominal&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;put&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;forward_structure&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;forward_term&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;price_function&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&amp;gt;&lt;/span&gt; &lt;span class="n"&gt;price_phoenix_with_memory&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_prices&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;call_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;protection_barrier&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;coupon&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;phoenix_with_memory&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;function&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;year_indexes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;motion&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;full_simulation&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;S0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;n&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;term&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;payoffs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;price_function&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;motion&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;year_indexes&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;m&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;payoffs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;mean_payoffs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;num_simulations&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;&lt;span class="n"&gt;num_simulations&lt;/span&gt;
&lt;span class="n"&gt;tic&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;phoenix_with_memory&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;time&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;toq&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Mean of simulation %i: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.4f; Simulation time: %.2fs&lt;/span&gt;&lt;span class="se"&gt;\n&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;i&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;time&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="k"&gt;end&lt;/span&gt;
&lt;span class="n"&gt;final_mean&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;mean_payoffs&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;println&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Mean over &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;num_simulations simulations: &lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;(mean(mean_payoffs))&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;pv&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;final_mean&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;exp&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;prod&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;forward_structure&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;&lt;span class="o"&gt;*&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;T&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="p"&gt;@&lt;/span&gt;&lt;span class="n"&gt;printf&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Present value of Phoenix with memory note: \&lt;/span&gt;&lt;span class="si"&gt;$&lt;/span&gt;&lt;span class="s"&gt;%.2f&amp;quot;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;pv&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;pre&gt;Mean of simulation 1: $108.8612; Simulation time: 5.89s
Mean of simulation 2: $109.0226; Simulation time: 5.90s
Mean of simulation 3: $108.9175; Simulation time: 5.92s
Mean of simulation 4: $108.9426; Simulation time: 5.94s
Mean of simulation 5: $108.8087; Simulation time: 6.06s
Mean over 5 simulations: 108.91052564051816
Present value of Phoenix with memory note: $100.09&lt;/pre&gt;
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&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;/p&gt;
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&lt;script async src='https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML'&gt;&lt;/script&gt;</summary><category term="finance"></category><category term="simulation"></category><category term="monte carlo"></category></entry><entry><title>Welcome, and an algorithm</title><link href="https://bspeice.github.io/welcome-and-an-algorithm.html" rel="alternate"></link><updated>2015-12-05T00:00:00-05:00</updated><author><name>Bradlee Speice</name></author><id>tag:bspeice.github.io,2015-11-19:welcome-and-an-algorithm.html</id><summary type="html">&lt;p&gt;Hello! Glad to meet you. I'm currently a student at Columbia University
studying Financial Engineering, and want to give an overview of the projects
I'm working on!&lt;/p&gt;
&lt;p&gt;To start things off, Columbia has been hosting a trading competition that
myself and another partner are competing in. I'm including a notebook of the
algorithm that we're using, just to give a simple overview of a miniature
algorithm.&lt;/p&gt;
&lt;p&gt;The competition is scored in 3 areas:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Total return&lt;/li&gt;
&lt;li&gt;&lt;a href="1"&gt;Sharpe ratio&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Maximum drawdown&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Our algorithm uses a basic momentum strategy: in the given list of potential
portfolios, pick the stocks that have been performing well in the past 30
days. Then, optimize for return subject to the drawdown being below a specific
level. We didn't include the Sharpe ratio as a constraint, mostly because
we were a bit late entering the competition.&lt;/p&gt;
&lt;p&gt;I'll be updating this post with the results of our algorithm as they come along!&lt;/p&gt;
&lt;hr /&gt;
&lt;p&gt;&lt;strong&gt;UPDATE 12/5/2015&lt;/strong&gt;: Now that the competition has ended, I wanted to update
how the algorithm performed. Unfortunately, it didn't do very well. I'm planning
to make some tweaks over the coming weeks, and do another forward test in January.&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;After week 1: Down .1%&lt;/li&gt;
&lt;li&gt;After week 2: Down 1.4%&lt;/li&gt;
&lt;li&gt;After week 3: Flat&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;And some statistics for all teams participating in the competition:&lt;/p&gt;
&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Max Return&lt;/td&gt;
&lt;td&gt;74.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Min Return&lt;/td&gt;
&lt;td&gt;-97.4%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Average Return&lt;/td&gt;
&lt;td&gt;-.1%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Std Dev of Returns&lt;/td&gt;
&lt;td&gt;19.6%&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;hr /&gt;
&lt;p&gt;
&lt;div class="cell border-box-sizing text_cell rendered"&gt;
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&lt;div class="text_cell_render border-box-sizing rendered_html"&gt;
&lt;h1 id="Trading-Competition-Optimization"&gt;Trading Competition Optimization&lt;a class="anchor-link" href="#Trading-Competition-Optimization"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;h3 id="Goal:-Max-return-given-maximum-Sharpe-and-Drawdown"&gt;Goal: Max return given maximum Sharpe and Drawdown&lt;a class="anchor-link" href="#Goal:-Max-return-given-maximum-Sharpe-and-Drawdown"&gt;&amp;#182;&lt;/a&gt;&lt;/h3&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[1]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;IPython.display&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;display&lt;/span&gt;
&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;Quandl&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;datetime&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;datetime&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;timedelta&lt;/span&gt;
&lt;span class="n"&gt;tickers&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;XOM&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;CVX&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;CLB&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;OXY&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;SLB&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;market_ticker&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;GOOG/NYSE_VOO&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;lookback&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;30&lt;/span&gt;
&lt;span class="n"&gt;d_col&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;Close&amp;#39;&lt;/span&gt;
&lt;span class="n"&gt;data&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;YAHOO/{}&amp;#39;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;))[&lt;/span&gt;&lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="n"&gt;lookback&lt;/span&gt;&lt;span class="p"&gt;:]&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;market&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;Quandl&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;get&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;market_ticker&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;h1 id="Calculating-the-Return"&gt;Calculating the Return&lt;a class="anchor-link" href="#Calculating-the-Return"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;We first want to know how much each ticker returned over the prior period.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;div class="cell border-box-sizing code_cell rendered"&gt;
&lt;div class="input"&gt;
&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[2]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
&lt;div class="input_area"&gt;
&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;returns&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;data&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;][&lt;/span&gt;&lt;span class="n"&gt;d_col&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pct_change&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;returns&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="output_area"&gt;&lt;div class="prompt"&gt;&lt;/div&gt;
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&lt;pre&gt;{&amp;#39;CLB&amp;#39;: -0.0016320202164526894,
&amp;#39;CVX&amp;#39;: 0.0010319531629488911,
&amp;#39;OXY&amp;#39;: 0.00093418904454400551,
&amp;#39;SLB&amp;#39;: 0.00098431254720448159,
&amp;#39;XOM&amp;#39;: 0.00044165797556096868}&lt;/pre&gt;
&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;/div&gt;
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&lt;h1 id="Calculating-the-Sharpe-ratio"&gt;Calculating the Sharpe ratio&lt;a class="anchor-link" href="#Calculating-the-Sharpe-ratio"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;Sharpe: ${R - R_M \over \sigma}$&lt;/p&gt;
&lt;p&gt;We use the average return over the lookback period, minus the market average return, over the ticker standard deviation to calculate the Sharpe. Shorting a stock turns a negative Sharpe positive.&lt;/p&gt;
&lt;/div&gt;
&lt;/div&gt;
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&lt;div class="prompt input_prompt"&gt;In&amp;nbsp;[3]:&lt;/div&gt;
&lt;div class="inner_cell"&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;market_returns&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;market&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;pct_change&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;sharpe&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;ret&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;ret&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;market_returns&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;d_col&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="n"&gt;ret&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;std&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;sharpes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;sharpe&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;returns&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;sharpes&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;pre&gt;{&amp;#39;CLB&amp;#39;: -0.10578734457846127,
&amp;#39;CVX&amp;#39;: 0.027303529817677398,
&amp;#39;OXY&amp;#39;: 0.022622210057414487,
&amp;#39;SLB&amp;#39;: 0.026950946344858676,
&amp;#39;XOM&amp;#39;: -0.0053519259698605499}&lt;/pre&gt;
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&lt;h1 id="Calculating-the-drawdown"&gt;Calculating the drawdown&lt;a class="anchor-link" href="#Calculating-the-drawdown"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;This one is easy - what is the maximum daily change over the lookback period? That is, because we will allow short positions, we are not concerned strictly with maximum downturn, but in general, what is the largest 1-day change?&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="n"&gt;drawdown&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;ret&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;ret&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;max&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;span class="n"&gt;drawdowns&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;drawdown&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;returns&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;])&lt;/span&gt; &lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt; &lt;span class="ow"&gt;in&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;drawdowns&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
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&lt;pre&gt;{&amp;#39;CLB&amp;#39;: 0.043551495607375035,
&amp;#39;CVX&amp;#39;: 0.044894389686214398,
&amp;#39;OXY&amp;#39;: 0.051424517867144637,
&amp;#39;SLB&amp;#39;: 0.034774627850375328,
&amp;#39;XOM&amp;#39;: 0.035851524605672758}&lt;/pre&gt;
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&lt;h1 id="Performing-the-optimization"&gt;Performing the optimization&lt;a class="anchor-link" href="#Performing-the-optimization"&gt;&amp;#182;&lt;/a&gt;&lt;/h1&gt;&lt;p&gt;$\begin{align}
max\ \ &amp; \mu \cdot \omega\\
s.t.\ \ &amp; \vec{1} \omega = 1\\
&amp; \vec{S} \omega \ge s\\
&amp; \vec{D} \cdot | \omega | \le d\\
&amp; \left|\omega\right| \le l\\
\end{align}$&lt;/p&gt;
&lt;p&gt;We want to maximize average return subject to having a full portfolio, Sharpe above a specific level, drawdown below a level, and leverage not too high - that is, don't have huge long/short positions.&lt;/p&gt;
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&lt;div class=" highlight hl-ipython3"&gt;&lt;pre&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;numpy&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;np&lt;/span&gt;
&lt;span class="kn"&gt;from&lt;/span&gt; &lt;span class="nn"&gt;scipy.optimize&lt;/span&gt; &lt;span class="k"&gt;import&lt;/span&gt; &lt;span class="n"&gt;minimize&lt;/span&gt;
&lt;span class="c"&gt;#sharpe_limit = .1&lt;/span&gt;
&lt;span class="n"&gt;drawdown_limit&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;05&lt;/span&gt;
&lt;span class="n"&gt;leverage&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;250&lt;/span&gt;
&lt;span class="c"&gt;# Use the map so we can guarantee we maintain the correct order&lt;/span&gt;
&lt;span class="c"&gt;# sharpe_a = np.array(list(map(lambda tick: sharpes[tick], tickers))) * -1 # So we can write as upper-bound&lt;/span&gt;
&lt;span class="n"&gt;dd_a&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;drawdowns&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt;
&lt;span class="n"&gt;returns_a&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;array&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;map&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;returns&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="n"&gt;tick&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;mean&lt;/span&gt;&lt;span class="p"&gt;(),&lt;/span&gt; &lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;)))&lt;/span&gt; &lt;span class="c"&gt;# Because minimizing&lt;/span&gt;
&lt;span class="n"&gt;meets_sharpe&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;sharpe_a&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="n"&gt;sharpe_limit&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;meets_dd&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="n"&gt;portfolio&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="k"&gt;if&lt;/span&gt; &lt;span class="n"&gt;portfolio&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt;
&lt;span class="c"&gt;# If there are no stocks in the portfolio,&lt;/span&gt;
&lt;span class="c"&gt;# we can accidentally induce division by 0,&lt;/span&gt;
&lt;span class="c"&gt;# or division by something small enough to cause infinity&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;drawdown_limit&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;dd_a&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;is_portfolio&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;span class="k"&gt;def&lt;/span&gt; &lt;span class="nf"&gt;within_leverage&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt;
&lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="n"&gt;leverage&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;objective&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;returns_a&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;1&lt;/span&gt; &lt;span class="c"&gt;# Because we&amp;#39;re minimizing&lt;/span&gt;
&lt;span class="n"&gt;bounds&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="k"&gt;None&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="k"&gt;None&lt;/span&gt;&lt;span class="p"&gt;),)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;x&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;np&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;zeros&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;len&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;constraints&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;span class="p"&gt;{&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;type&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;eq&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;fun&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;is_portfolio&lt;/span&gt;
&lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;type&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;ineq&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;fun&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;within_leverage&lt;/span&gt;
&lt;span class="c"&gt;#}, {&lt;/span&gt;
&lt;span class="c"&gt;# &amp;#39;type&amp;#39;: &amp;#39;ineq&amp;#39;,&lt;/span&gt;
&lt;span class="c"&gt;# &amp;#39;fun&amp;#39;: meets_sharpe&lt;/span&gt;
&lt;span class="p"&gt;},&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;type&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="s"&gt;&amp;#39;ineq&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="s"&gt;&amp;#39;fun&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;meets_dd&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;span class="p"&gt;]&lt;/span&gt;
&lt;span class="n"&gt;optimal&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;minimize&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;objective&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;bounds&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;bounds&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;constraints&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="n"&gt;constraints&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;span class="n"&gt;options&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="p"&gt;{&lt;/span&gt;&lt;span class="s"&gt;&amp;#39;maxiter&amp;#39;&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="mi"&gt;500&lt;/span&gt;&lt;span class="p"&gt;})&lt;/span&gt;
&lt;span class="c"&gt;# Optimization time!&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;optimal&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;message&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Holdings: {}&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;list&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;zip&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;tickers&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;optimal&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;))))&lt;/span&gt;
&lt;span class="n"&gt;expected_return&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;optimal&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;fun&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt;&lt;span class="mi"&gt;100&lt;/span&gt; &lt;span class="c"&gt;# multiply by -100 to scale, and compensate for minimizing&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Expected Return: {:.3f}%&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;expected_return&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="n"&gt;expected_drawdown&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;optimal&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="n"&gt;dd_a&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="nb"&gt;sum&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nb"&gt;abs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;optimal&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;x&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="mi"&gt;100&lt;/span&gt;
&lt;span class="n"&gt;display&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s"&gt;&amp;quot;Expected Max Drawdown: {0:.2f}%&amp;quot;&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;format&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="n"&gt;expected_drawdown&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;span class="c"&gt;# TODO: Calculate expected Sharpe&lt;/span&gt;
&lt;/pre&gt;&lt;/div&gt;
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&lt;pre&gt;&amp;#39;Optimization terminated successfully.&amp;#39;&lt;/pre&gt;
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&lt;pre&gt;&amp;#34;Holdings: [(&amp;#39;XOM&amp;#39;, 5.8337945679814904), (&amp;#39;CVX&amp;#39;, 42.935064321851307), (&amp;#39;CLB&amp;#39;, -124.5), (&amp;#39;OXY&amp;#39;, 36.790387773552119), (&amp;#39;SLB&amp;#39;, 39.940753336615096)]&amp;#34;&lt;/pre&gt;
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&lt;pre&gt;&amp;#39;Expected Return: 32.375%&amp;#39;&lt;/pre&gt;
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&lt;pre&gt;&amp;#39;Expected Max Drawdown: 4.34%&amp;#39;&lt;/pre&gt;
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