From 7426890685defc3a790df3491df55ff117fc7f74 Mon Sep 17 00:00:00 2001 From: Bradlee Speice Date: Sat, 9 Nov 2024 20:23:31 -0500 Subject: [PATCH] Handle blog series --- blog/2015-11-14-welcome/index.mdx | 6 +- .../index.mdx | 2 +- .../index.mdx | 2 +- .../index.mdx | 2 +- blog/2018-12-15-allocation-safety/_article.md | 218 +++++++++++++++++ blog/2018-12-15-allocation-safety/index.mdx | 222 ++++++++++++++++++ .../watch-the-world-burn.webp | Bin 0 -> 1762374 bytes src/css/custom.css | 2 + src/theme/BlogLayout/index.tsx | 29 --- src/theme/BlogPostPaginator/index.tsx | 4 + src/theme/BlogSidebar/Content/index.tsx | 120 ++++++++++ src/theme/BlogSidebar/Desktop/index.tsx | 50 ---- .../BlogSidebar/Desktop/styles.module.css | 45 ---- 13 files changed, 572 insertions(+), 130 deletions(-) create mode 100644 blog/2018-12-15-allocation-safety/_article.md create mode 100644 blog/2018-12-15-allocation-safety/index.mdx create mode 100644 blog/2018-12-15-allocation-safety/watch-the-world-burn.webp delete mode 100644 src/theme/BlogLayout/index.tsx create mode 100644 src/theme/BlogSidebar/Content/index.tsx delete mode 100644 src/theme/BlogSidebar/Desktop/index.tsx delete mode 100644 src/theme/BlogSidebar/Desktop/styles.module.css diff --git a/blog/2015-11-14-welcome/index.mdx b/blog/2015-11-14-welcome/index.mdx index f3c8ec1..041b910 100644 --- a/blog/2015-11-14-welcome/index.mdx +++ b/blog/2015-11-14-welcome/index.mdx @@ -1,11 +1,11 @@ --- +slug: 2015/11/welcome title: Welcome, and an algorithm date: 2015-11-19 12:00:00 last_update: date: 2015-12-05 12:00:00 -slug: 2015/11/welcome authors: [bspeice] -tags: [trading] +tags: [] --- 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! @@ -17,7 +17,7 @@ To start things off, Columbia has been hosting a trading competition that myself The competition is scored in 3 areas: - Total return -- [Sharpe ratio](1) +- [Sharpe ratio](https://en.wikipedia.org/wiki/Sharpe_ratio) - Maximum drawdown 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. diff --git a/blog/2018-01-16-captains-cookbok-part-1/index.mdx b/blog/2018-01-16-captains-cookbok-part-1/index.mdx index 76d1ea7..042f23a 100644 --- a/blog/2018-01-16-captains-cookbok-part-1/index.mdx +++ b/blog/2018-01-16-captains-cookbok-part-1/index.mdx @@ -1,6 +1,6 @@ --- slug: 2018/01/captains-cookbook-part-1 -title: Captain's cookbook - part 1 +title: "Captain's Cookbook: Project setup" date: 2018-01-16 12:00:00 authors: [bspeice] tags: [] diff --git a/blog/2018-01-16-captains-cookbook-part-2/index.mdx b/blog/2018-01-16-captains-cookbook-part-2/index.mdx index 52c3d2e..80d7f06 100644 --- a/blog/2018-01-16-captains-cookbook-part-2/index.mdx +++ b/blog/2018-01-16-captains-cookbook-part-2/index.mdx @@ -1,6 +1,6 @@ --- slug: 2018/01/captains-cookbook-part-2 -title: Captain's cookbook - part 2 +title: "Captain's Cookbook: Practical usage" date: 2018-01-16 13:00:00 authors: [bspeice] tags: [] diff --git a/blog/2018-06-25-dateutil-parser-to-rust/index.mdx b/blog/2018-06-25-dateutil-parser-to-rust/index.mdx index ed919af..7d4f1a2 100644 --- a/blog/2018-06-25-dateutil-parser-to-rust/index.mdx +++ b/blog/2018-06-25-dateutil-parser-to-rust/index.mdx @@ -1,6 +1,6 @@ --- slug: 2018/06/dateutil-parser-to-rust -title: "What I Learned: Porting Dateutil Parser to Rust" +title: "What I learned porting dateutil to Rust" date: 2018-06-25 12:00:00 authors: [bspeice] tags: [] diff --git a/blog/2018-12-15-allocation-safety/_article.md b/blog/2018-12-15-allocation-safety/_article.md new file mode 100644 index 0000000..7892856 --- /dev/null +++ b/blog/2018-12-15-allocation-safety/_article.md @@ -0,0 +1,218 @@ +--- +layout: post +title: "QADAPT - debug_assert! for your memory usage" +description: "...and why you want an allocator that goes 💥." +category: +tags: [] +--- + +I think it's part of the human condition to ignore perfectly good advice when it comes our way. A +bit over a month ago, I was dispensing sage wisdom for the ages: + +> I had a really great idea: build a custom allocator that allows you to track your own allocations. +> I gave it a shot, but learned very quickly: **never write your own allocator.** +> +> -- [me](/2018/10/case-study-optimization.html) + +I proceeded to ignore it, because we never really learn from our mistakes. + +There's another part of the human condition that derives joy from seeing things explode. + + + +And _that's_ the part I'm going to focus on. + +# Why an Allocator? + +So why, after complaining about allocators, would I still want to write one? There are three reasons +for that: + +1. Allocation/dropping is slow +2. It's difficult to know exactly when Rust will allocate or drop, especially when using code that + you did not write +3. I want automated tools to verify behavior, instead of inspecting by hand + +When I say "slow," it's important to define the terms. If you're writing web applications, you'll +spend orders of magnitude more time waiting for the database than you will the allocator. However, +there's still plenty of code where micro- or nano-seconds matter; think +[finance](https://www.youtube.com/watch?v=NH1Tta7purM), +[real-time audio](https://www.reddit.com/r/rust/comments/9hg7yj/synthesizer_progress_update/e6c291f), +[self-driving cars](https://polysync.io/blog/session-types-for-hearty-codecs/), and +[networking](https://carllerche.github.io/bytes/bytes/index.html). In these situations it's simply +unacceptable for you to spend time doing things that are not your program, and waiting on the +allocator is not cool. + +As I continue to learn Rust, it's difficult for me to predict where exactly allocations will happen. +So, I propose we play a quick trivia game: **Does this code invoke the allocator?** + +## Example 1 + +```rust +fn my_function() { + let v: Vec = Vec::new(); +} +``` + +**No**: Rust [knows how big](https://doc.rust-lang.org/std/mem/fn.size_of.html) the `Vec` type is, +and reserves a fixed amount of memory on the stack for the `v` vector. However, if we wanted to +reserve extra space (using `Vec::with_capacity`) the allocator would get invoked. + +## Example 2 + +```rust +fn my_function() { + let v: Box> = Box::new(Vec::new()); +} +``` + +**Yes**: Because Boxes allow us to work with things that are of unknown size, it has to allocate on +the heap. While the `Box` is unnecessary in this snippet (release builds will optimize out the +allocation), reserving heap space more generally is needed to pass a dynamically sized type to +another function. + +## Example 3 + +```rust +fn my_function(v: Vec) { + v.push(5); +} +``` + +**Maybe**: Depending on whether the Vector we were given has space available, we may or may not +allocate. Especially when dealing with code that you did not author, it's difficult to verify that +things behave as you expect them to. + +# Blowing Things Up + +So, how exactly does QADAPT solve these problems? **Whenever an allocation or drop occurs in code +marked allocation-safe, QADAPT triggers a thread panic.** We don't want to let the program continue +as if nothing strange happened, _we want things to explode_. + +However, you don't want code to panic in production because of circumstances you didn't predict. +Just like [`debug_assert!`](https://doc.rust-lang.org/std/macro.debug_assert.html), **QADAPT will +strip out its own code when building in release mode to guarantee no panics and no performance +impact.** + +Finally, there are three ways to have QADAPT check that your code will not invoke the allocator: + +## Using a procedural macro + +The easiest method, watch an entire function for allocator invocation: + +```rust +use qadapt::no_alloc; +use qadapt::QADAPT; + +#[global_allocator] +static Q: QADAPT = QADAPT; + +#[no_alloc] +fn push_vec(v: &mut Vec) { + // This triggers a panic if v.len() == v.capacity() + v.push(5); +} + +fn main() { + let v = Vec::with_capacity(1); + + // This will *not* trigger a panic + push_vec(&v); + + // This *will* trigger a panic + push_vec(&v); +} +``` + +## Using a regular macro + +For times when you need more precision: + +```rust +use qadapt::assert_no_alloc; +use qadapt::QADAPT; + +#[global_allocator] +static Q: QADAPT = QADAPT; + +fn main() { + let v = Vec::with_capacity(1); + + // No allocations here, we already have space reserved + assert_no_alloc!(v.push(5)); + + // Even though we remove an item, it doesn't trigger a drop + // because it's a scalar. If it were a `Box<_>` type, + // a drop would trigger. + assert_no_alloc!({ + v.pop().unwrap(); + }); +} +``` + +## Using function calls + +Both the most precise and most tedious: + +```rust +use qadapt::enter_protected; +use qadapt::exit_protected; +use qadapt::QADAPT; + +#[global_allocator] +static Q: QADAPT = QADAPT; + +fn main() { + // This triggers an allocation (on non-release builds) + let v = Vec::with_capacity(1); + + enter_protected(); + // This does not trigger an allocation because we've reserved size + v.push(0); + exit_protected(); + + // This triggers an allocation because we ran out of size, + // but doesn't panic because we're no longer protected. + v.push(1); +} +``` + +## Caveats + +It's important to point out that QADAPT code is synchronous, so please be careful when mixing in +asynchronous functions: + +```rust +use futures::future::Future; +use futures::future::ok; + +#[no_alloc] +fn async_capacity() -> impl Future, Error=()> { + ok(12).and_then(|e| Ok(Vec::with_capacity(e))) +} + +fn main() { + // This doesn't trigger a panic because the `and_then` closure + // wasn't run during the function call. + async_capacity(); + + // Still no panic + assert_no_alloc!(async_capacity()); + + // This will panic because the allocation happens during `unwrap` + // in the `assert_no_alloc!` macro + assert_no_alloc!(async_capacity().poll().unwrap()); +} +``` + +# Conclusion + +While there's a lot more to writing high-performance code than managing your usage of the allocator, +it's critical that you do use the allocator correctly. QADAPT will verify that your code is doing +what you expect. It's usable even on stable Rust from version 1.31 onward, which isn't the case for +most allocators. Version 1.0 was released today, and you can check it out over at +[crates.io](https://crates.io/crates/qadapt) or on [github](https://github.com/bspeice/qadapt). + +I'm hoping to write more about high-performance Rust in the future, and I expect that QADAPT will +help guide that. If there are topics you're interested in, let me know in the comments below! + +[qadapt]: https://crates.io/crates/qadapt diff --git a/blog/2018-12-15-allocation-safety/index.mdx b/blog/2018-12-15-allocation-safety/index.mdx new file mode 100644 index 0000000..9333459 --- /dev/null +++ b/blog/2018-12-15-allocation-safety/index.mdx @@ -0,0 +1,222 @@ +--- +slug: 2018/12/allocation-safety +title: "QADAPT - debug_assert! for allocations" +date: 2018-12-15 12:00:00 +authors: [bspeice] +tags: [] +--- + +I think it's part of the human condition to ignore perfectly good advice when it comes our way. A +bit over a month ago, I was dispensing sage wisdom for the ages: + +> I had a really great idea: build a custom allocator that allows you to track your own allocations. +> I gave it a shot, but learned very quickly: **never write your own allocator.** +> +> -- [me](../2018-10-08-case-study-optimization) + +I proceeded to ignore it, because we never really learn from our mistakes. + + + +There's another part of the human condition that derives joy from seeing things explode. + +
+![Explosions](./watch-the-world-burn.webp) +
+ +And _that's_ the part I'm going to focus on. + +## Why an Allocator? + +So why, after complaining about allocators, would I still want to write one? There are three reasons +for that: + +1. Allocation/dropping is slow +2. It's difficult to know exactly when Rust will allocate or drop, especially when using code that + you did not write +3. I want automated tools to verify behavior, instead of inspecting by hand + +When I say "slow," it's important to define the terms. If you're writing web applications, you'll +spend orders of magnitude more time waiting for the database than you will the allocator. However, +there's still plenty of code where micro- or nano-seconds matter; think +[finance](https://www.youtube.com/watch?v=NH1Tta7purM), +[real-time audio](https://www.reddit.com/r/rust/comments/9hg7yj/synthesizer_progress_update/e6c291f), +[self-driving cars](https://polysync.io/blog/session-types-for-hearty-codecs/), and +[networking](https://carllerche.github.io/bytes/bytes/index.html). In these situations it's simply +unacceptable for you to spend time doing things that are not your program, and waiting on the +allocator is not cool. + +As I continue to learn Rust, it's difficult for me to predict where exactly allocations will happen. +So, I propose we play a quick trivia game: **Does this code invoke the allocator?** + +### Example 1 + +```rust +fn my_function() { + let v: Vec = Vec::new(); +} +``` + +**No**: Rust [knows how big](https://doc.rust-lang.org/std/mem/fn.size_of.html) the `Vec` type is, +and reserves a fixed amount of memory on the stack for the `v` vector. However, if we wanted to +reserve extra space (using `Vec::with_capacity`) the allocator would get invoked. + +### Example 2 + +```rust +fn my_function() { + let v: Box> = Box::new(Vec::new()); +} +``` + +**Yes**: Because Boxes allow us to work with things that are of unknown size, it has to allocate on +the heap. While the `Box` is unnecessary in this snippet (release builds will optimize out the +allocation), reserving heap space more generally is needed to pass a dynamically sized type to +another function. + +### Example 3 + +```rust +fn my_function(v: Vec) { + v.push(5); +} +``` + +**Maybe**: Depending on whether the Vector we were given has space available, we may or may not +allocate. Especially when dealing with code that you did not author, it's difficult to verify that +things behave as you expect them to. + +## Blowing Things Up + +So, how exactly does QADAPT solve these problems? **Whenever an allocation or drop occurs in code +marked allocation-safe, QADAPT triggers a thread panic.** We don't want to let the program continue +as if nothing strange happened, _we want things to explode_. + +However, you don't want code to panic in production because of circumstances you didn't predict. +Just like [`debug_assert!`](https://doc.rust-lang.org/std/macro.debug_assert.html), **QADAPT will +strip out its own code when building in release mode to guarantee no panics and no performance +impact.** + +Finally, there are three ways to have QADAPT check that your code will not invoke the allocator: + +### Using a procedural macro + +The easiest method, watch an entire function for allocator invocation: + +```rust +use qadapt::no_alloc; +use qadapt::QADAPT; + +#[global_allocator] +static Q: QADAPT = QADAPT; + +#[no_alloc] +fn push_vec(v: &mut Vec) { + // This triggers a panic if v.len() == v.capacity() + v.push(5); +} + +fn main() { + let v = Vec::with_capacity(1); + + // This will *not* trigger a panic + push_vec(&v); + + // This *will* trigger a panic + push_vec(&v); +} +``` + +### Using a regular macro + +For times when you need more precision: + +```rust +use qadapt::assert_no_alloc; +use qadapt::QADAPT; + +#[global_allocator] +static Q: QADAPT = QADAPT; + +fn main() { + let v = Vec::with_capacity(1); + + // No allocations here, we already have space reserved + assert_no_alloc!(v.push(5)); + + // Even though we remove an item, it doesn't trigger a drop + // because it's a scalar. If it were a `Box<_>` type, + // a drop would trigger. + assert_no_alloc!({ + v.pop().unwrap(); + }); +} +``` + +### Using function calls + +Both the most precise and most tedious: + +```rust +use qadapt::enter_protected; +use qadapt::exit_protected; +use qadapt::QADAPT; + +#[global_allocator] +static Q: QADAPT = QADAPT; + +fn main() { + // This triggers an allocation (on non-release builds) + let v = Vec::with_capacity(1); + + enter_protected(); + // This does not trigger an allocation because we've reserved size + v.push(0); + exit_protected(); + + // This triggers an allocation because we ran out of size, + // but doesn't panic because we're no longer protected. + v.push(1); +} +``` + +### Caveats + +It's important to point out that QADAPT code is synchronous, so please be careful when mixing in +asynchronous functions: + +```rust +use futures::future::Future; +use futures::future::ok; + +#[no_alloc] +fn async_capacity() -> impl Future, Error=()> { + ok(12).and_then(|e| Ok(Vec::with_capacity(e))) +} + +fn main() { + // This doesn't trigger a panic because the `and_then` closure + // wasn't run during the function call. + async_capacity(); + + // Still no panic + assert_no_alloc!(async_capacity()); + + // This will panic because the allocation happens during `unwrap` + // in the `assert_no_alloc!` macro + assert_no_alloc!(async_capacity().poll().unwrap()); +} +``` + +## Conclusion + +While there's a lot more to writing high-performance code than managing your usage of the allocator, +it's critical that you do use the allocator correctly. QADAPT will verify that your code is doing +what you expect. It's usable even on stable Rust from version 1.31 onward, which isn't the case for +most allocators. Version 1.0 was released today, and you can check it out over at +[crates.io](https://crates.io/crates/qadapt) or on [github](https://github.com/bspeice/qadapt). + +I'm hoping to write more about high-performance Rust in the future, and I expect that QADAPT will +help guide that. If there are topics you're interested in, let me know in the comments below! + +[qadapt]: https://crates.io/crates/qadapt diff --git a/blog/2018-12-15-allocation-safety/watch-the-world-burn.webp b/blog/2018-12-15-allocation-safety/watch-the-world-burn.webp new file mode 100644 index 0000000000000000000000000000000000000000..df663f321bf301a48b333e9ba047e40bada75dc0 GIT binary patch literal 1762374 zcmV(|K+(TaNk&FK5B@JnTov9w{?ox9$v&g~U-!TBp5ecE;s4bCqW{(YtJHty z|BXML{zKYt@_(~FCj7Ghlhh;gkL*A4er^7-e=GLOxd(m!pXdwkALabYzVpnVwm!f= z(tp8!;`K}Z=YpT$zw7$}e_Q`!>gE2|ji1^7=6eHu*n4?@{P#oq(f{+^U-w7<`oO<` zMQO9G>lYLKS9C0;8`;s~NRGNgcL2NNNYirFzLn^gYlKHQL!gAA@nT7`+uq@FD=CJ; zqJ!yKV*tDR^*UP3%cS}Si7y0oYHmS=`s@_uWIQQK`c*7=E(;{ z0|1I!3R^!oE7)sYve*T%`6?~>Z4B^R2eVu80nGxP?QF^@wi1rx!QHiWb~PQlO{HW< zppKRqO_MS9;z|0hN~8IG-j4khS**P znXqd=_AhIo=g+j~6iQH(Zi^`T)C4NF831=cU|p$8Ifr@B;J?~kQDY~)t!Q+ZB|D*c z2MM)&HsJ>s!$u*cldpxY>0e#&mq5l~H(IZ$&FJmc>Rs?FWpxU_+5A;CAN&xqcI+ET 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