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Reorganize a bit, write some more
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@ -51,7 +51,7 @@ First, $S$. We're generating images, so everything is in two dimensions: $S \in
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all points that are "in the system." To generate our final image, we just plot every point in the system
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all points that are "in the system." To generate our final image, we just plot every point in the system
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like a coordinate chart.
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like a coordinate chart.
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TODO: What is a stationary point? How does it relate to the chaos game?
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TODO: What is a stationary point? How does it relate to the chaos game? Why does the chaos game work?
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For example, if we say $S = \{(0,0), (1, 1), (2, 2)\}$, there are three points to plot:
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For example, if we say $S = \{(0,0), (1, 1), (2, 2)\}$, there are three points to plot:
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@ -188,3 +188,5 @@ import Gasket from '!!raw-loader!./Gasket'
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Note: The image our chaos game generates is different than the fractal flame paper, but I think the version displayed
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Note: The image our chaos game generates is different than the fractal flame paper, but I think the version displayed
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here is correct. As confirmation, the next post will re-create the same image using a different method.
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here is correct. As confirmation, the next post will re-create the same image using a different method.
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</small>
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</small>
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TODO: Explanation of function weights $w_i$
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@ -0,0 +1,5 @@
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import {useColorMode, useThemeConfig} from "@docusaurus/theme-common";
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export default function BaselineRender({children}) {
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const {colorMode, setColorMode} = useColorMode();
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}
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22
blog/2024-11-15-playing-with-fire/2-transforms/baseline.ts
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blog/2024-11-15-playing-with-fire/2-transforms/baseline.ts
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@ -0,0 +1,22 @@
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// hidden-start
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import { Coefs } from './coefs'
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import { Variation } from './variations'
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// hidden-end
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export function applyTransform(
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x: number,
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y: number,
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coefs: Coefs,
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variations: [number, Variation][])
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{
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const transformX = coefs.a * x + coefs.b * y + coefs.c;
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const transformY = coefs.d * x + coefs.e * y + coefs.f;
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var finalX = 0;
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var finalY = 0;
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for (const [blend, variation] of variations) {
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const [variationX, variationY] = variation(transformX, transformY);
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finalX += blend * variationX;
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finalY += blend * variationY;
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}
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return [finalX, finalY];
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}
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@ -25,6 +25,10 @@ $$
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F_i(x,y) = (a_i \cdot x + b_i \cdot y + c_i, \hspace{0.2cm} d_i \cdot x + e_i \cdot y + f_i)
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F_i(x,y) = (a_i \cdot x + b_i \cdot y + c_i, \hspace{0.2cm} d_i \cdot x + e_i \cdot y + f_i)
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$$
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$$
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import coefsSrc from '!!raw-loader!../src/coefs'
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<CodeBlock language={'typescript'}>{coefsSrc}</CodeBlock>
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We also introduced the Sierpinski Gasket functions ($F_0$, $F_1$, and $F_2$), demonstrating how they are related to
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We also introduced the Sierpinski Gasket functions ($F_0$, $F_1$, and $F_2$), demonstrating how they are related to
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the general format. For example:
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the general format. For example:
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@ -37,7 +41,7 @@ F_0(x,y) &= \left({x \over 2}, {y \over 2}\right) \\
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\end{align*}
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\end{align*}
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$$
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$$
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However, these transforms are pretty boring. We can build more exciting images by using some additional functions
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However, these transforms are pretty boring. We can build more exciting images by using additional functions
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within the transform. These "sub-functions" are called "variations":
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within the transform. These "sub-functions" are called "variations":
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$$
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$$
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@ -52,18 +56,18 @@ Our reference image will focus on just four variations:
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### Linear (variation 0)
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### Linear (variation 0)
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This variation returns the $x$ and $y$ coordinates as-is. As mentioned, the Sierpinski Gasket is
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This variation returns the $x$ and $y$ coordinates as-is:
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a fractal flame using only the linear variation:
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$$
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$$
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V_0(x,y) = (x,y)
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V_0(x,y) = (x,y)
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$$
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$$
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```typescript
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import linearSrc from '!!raw-loader!../src/linear'
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function linear(x: number, y: number) {
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return [x, y];
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<CodeBlock language={'typescript'}>{linearSrc}</CodeBlock>
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}
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```
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Before we move on, it's worth mentioning the relationship between this variation and the Sierpinski Gasket.
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Specifically, we can think of the Gasket as a fractal flame that uses only the linear variation.
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### Julia (variation 13)
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### Julia (variation 13)
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@ -86,18 +90,9 @@ V_{13}(x, y) &= \sqrt{r} \cdot (\text{cos} ( \theta / 2 + \Omega ), \text{sin} (
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\end{align*}
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\end{align*}
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$$
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$$
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```typescript
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import juliaSrc from '!!raw-loader!../src/julia'
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function julia(x: number, y: number) {
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const r = Math.sqrt(Math.pow(x, 2) + Math.pow(y, 2));
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const theta = Math.atan2(x, y);
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const omega = Math.random() > 0.5 ? 0 : Math.PI;
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return [
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<CodeBlock language={'typescript'}>{juliaSrc}</CodeBlock>
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r * Math.cos(theta / 2 + omega),
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r * Math.sin(theta / 2 + omega)
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]
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}
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```
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### Popcorn (variation 17)
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### Popcorn (variation 17)
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@ -108,14 +103,9 @@ $$
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V_{17}(x,y) = (x + c \cdot \text{sin}(\text{tan }3y), y + f \cdot \text{sin}(\text{tan }3x))
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V_{17}(x,y) = (x + c \cdot \text{sin}(\text{tan }3y), y + f \cdot \text{sin}(\text{tan }3x))
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$$
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$$
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```typescript
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import popcornSrc from '!!raw-loader!../src/popcorn'
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function popcorn(coefs: {c: number, f: number}) {
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return (x: number, y: number) => [
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<CodeBlock language={'typescript'}>{popcornSrc}</CodeBlock>
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x + coefs.c * Math.sin(Math.tan(3 * y)),
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y + coefs.f * Math.sin(Math.tan(3 * x))
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]
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}
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```
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### PDJ (variation 24)
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### PDJ (variation 24)
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@ -126,11 +116,27 @@ p_1 = \text{pdj.a} \hspace{0.2cm} p_2 = \text{pdj.b} \hspace{0.2cm} p_3 = \text{
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V_{24} = (\text{sin}(p_1 \cdot y) - \text{cos}(p_2 \cdot x), \text{sin}(p_3 \cdot x) - \text{cos}(p_4 \cdot y))
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V_{24} = (\text{sin}(p_1 \cdot y) - \text{cos}(p_2 \cdot x), \text{sin}(p_3 \cdot x) - \text{cos}(p_4 \cdot y))
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$$
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$$
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```typescript
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import pdjSrc from '!!raw-loader!../src/pdj'
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function pdj(a: number, b: number, c: number, d: number) {
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return (x: number, y: number) => [
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<CodeBlock language={'typescript'}>{pdjSrc}</CodeBlock>
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Math.sin(a * y) - Math.cos(b * x),
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Math.sin(c * x) - Math.cos(d * y)
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### Blending
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]
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}
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Now, one variation is fun, but we can also combine variations in a single transform by "blending."
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```
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First, each variation is assigned a value that describes how much it affects the transform function ($v_j$).
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Afterward, sum up the $x$ and $y$ values respectively:
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$$
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F_i(x,y) = \sum_{j} v_{ij} V_j(a_i \cdot x + b_i \cdot y + c_i, \hspace{0.2cm} d_i \cdot x + e_i \cdot y + f_i)
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$$
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The formula looks intimidating, but it's not hard to implement:
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import baselineSrc from '!!raw-loader!./baseline'
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<CodeBlock language={'typescript'}>{baselineSrc}</CodeBlock>
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TODO: Mention that the Sierpinski Gasket is just a blend with linear weight 1, all others 0. Maybe replace comment above about Sierpinski Gasket and linear transform?
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And with that in place, we have enough to render a first full fractal flame:
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13
blog/2024-11-15-playing-with-fire/src/julia.ts
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blog/2024-11-15-playing-with-fire/src/julia.ts
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// hidden-start
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import { Variation } from './variations'
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// hidden-end
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export const julia: Variation = (x, y) => {
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const r = Math.sqrt(Math.pow(x, 2) + Math.pow(y, 2));
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const theta = Math.atan2(x, y);
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const omega = Math.random() > 0.5 ? 0 : Math.PI;
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return [
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r * Math.cos(theta / 2 + omega),
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r * Math.sin(theta / 2 + omega)
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]
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}
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4
blog/2024-11-15-playing-with-fire/src/linear.ts
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blog/2024-11-15-playing-with-fire/src/linear.ts
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// hidden-start
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import {Variation} from "./variations"
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//hidden-end
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export const linear: Variation = (x, y) => [x, y];
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@ -3,8 +3,12 @@
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* translated into something that's easier to work with.
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* translated into something that's easier to work with.
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*/
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*/
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import {Coefs, Transform} from "./types";
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import { Coefs } from './coefs';
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import { julia, linear, pdj, popcorn } from "./variation";
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import { Transform } from './transform';
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import { linear } from './linear'
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import { julia } from './julia'
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import { popcorn } from './popcorn'
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import { pdj } from './pdj'
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export const identityCoefs: Coefs = {
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export const identityCoefs: Coefs = {
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a: 1, b: 0, c: 0,
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a: 1, b: 0, c: 0,
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@ -12,53 +16,51 @@ export const identityCoefs: Coefs = {
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}
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}
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export const xform1Weight = 0.56453495;
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export const xform1Weight = 0.56453495;
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export const xform1: Transform = {
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export const xform1Coefs = {
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coefs: {
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a: -1.381068, b: -1.381068, c: 0,
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a: -1.381068, b: -1.381068, c: 0,
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d: 1.381068, e: -1.381068, f: 0,
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d: 1.381068, e: -1.381068, f: 0,
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},
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coefsPost: identityCoefs,
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variations: [[1, julia]],
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color: 0
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}
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}
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export const xform1CoefsPost = identityCoefs;
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export const xform1Variations = [
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[1, julia]
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]
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export const xform1Color = 0;
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const xform2Weight = 0.013135;
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export const xform2Weight = 0.013135;
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export const xform2: Transform = {
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export const xform2Coefs = {
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coefs: {
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a: 0.031393, b: 0.031367, c: 0,
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a: 0.031393, b: 0.031367, c: 0,
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d: -0.031367, e: 0.031393, f: 0,
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d: -0.031367, e: 0.031393, f: 0,
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},
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}
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coefsPost: {
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export const xform2CoefsPost = {
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a: 1, b: 0, c: 0.241352,
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a: 1, b: 0, c: 0.241352,
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d: 0, e: 1, f: 0.271521,
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d: 0, e: 1, f: 0.271521,
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},
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variations: [
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[1, linear],
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[1, popcorn]
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],
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color: 0.844
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}
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}
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export const xform2Variations = [
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[1, linear],
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[1, popcorn(xform2Coefs)]
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]
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export const xform2Color = 0.844;
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export const xform3Weight = 0.42233;
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export const xform3Weight = 0.42233;
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export const xform3: Transform = {
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export const xform3Coefs = {
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coefs: {
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a: 1.51523, b: -3.048677, c: 0.724135,
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a: 1.51523, b: -3.048677, c: 0.724135,
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d: 0.740356, e: -1.455964, f: -0.362059,
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d: 0.740356, e: -1.455964, f: -0.362059,
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},
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coefsPost: identityCoefs,
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variations: [[1, pdj(1.09358, 2.13048, 2.54127, 2.37267)]],
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color: 0.349
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}
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}
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export const xform3CoefsPost = identityCoefs;
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export const xform3Variations = [
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[1, pdj(1.09358, 2.13048, 2.54127, 2.37267)]
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];
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export const xform3Color = 0.349;
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export const xformFinal: Transform = {
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export const xformFinalCoefs = {
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coefs: {
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a: 2, b: 0, c: 0,
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a: 2, b: 0, c: 0,
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d: 0, e: 2, f: 0
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d: 0, e: 2, f: 0
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},
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coefsPost: identityCoefs,
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variations: [[1, julia]],
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color: 0
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}
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}
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export const xformFinalCoefsPost = identityCoefs;
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export const xformFinalVariations = [
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[1, julia]
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]
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export const xformFinalColor = 0;
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export const palette =
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export const palette =
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"7E3037762C45722B496E2A4E6A2950672853652754632656" +
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"7E3037762C45722B496E2A4E6A2950672853652754632656" +
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9
blog/2024-11-15-playing-with-fire/src/pdj.ts
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blog/2024-11-15-playing-with-fire/src/pdj.ts
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// hidden-start
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import { Variation } from './variations'
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//hidden-end
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export function pdj(a: number, b: number, c: number, d: number): Variation {
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return (x, y) => [
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Math.sin(a * y) - Math.cos(b * x),
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Math.sin(c * x) - Math.cos(d * y)
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]
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}
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10
blog/2024-11-15-playing-with-fire/src/popcorn.ts
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blog/2024-11-15-playing-with-fire/src/popcorn.ts
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// hidden-start
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import {Coefs} from './coefs'
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import {Variation} from './variations'
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// hidden-end
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export function popcorn({c, f}: Coefs): Variation {
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return (x, y) => [
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x + c * Math.sin(Math.tan(3 * y)),
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y + f * Math.sin(Math.tan(3 * x))
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];
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}
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9
blog/2024-11-15-playing-with-fire/src/transform.ts
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9
blog/2024-11-15-playing-with-fire/src/transform.ts
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import { Coefs } from './coefs'
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import { Variation } from './variations'
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export interface Transform {
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coefs: Coefs,
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variations: [number, Variation][],
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coefsPost: Coefs,
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color: number
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}
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1
blog/2024-11-15-playing-with-fire/src/variations.ts
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1
blog/2024-11-15-playing-with-fire/src/variations.ts
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export type Variation = (x: number, y: number) => [number, number];
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@ -1,24 +0,0 @@
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/**
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* Affine transformation coefficients
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*/
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export type Coefs = {
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a: number;
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b: number;
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c: number;
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d: number;
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e: number;
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f: number;
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};
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export type Variation = (
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x: number,
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y: number,
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coefs: Coefs
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) => [number, number];
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export type Transform = {
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coefs: Coefs,
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coefsPost: Coefs,
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|
||||||
variations: [number, Variation][],
|
|
||||||
color: number
|
|
||||||
}
|
|
@ -1,40 +0,0 @@
|
|||||||
import { Variation } from "./types";
|
|
||||||
|
|
||||||
export const linear: Variation = (x, y) => [x, y];
|
|
||||||
|
|
||||||
function r(x: number, y: number) {
|
|
||||||
return Math.sqrt(Math.pow(x, 2) + Math.pow(y, 2));
|
|
||||||
}
|
|
||||||
|
|
||||||
function theta(x: number, y: number) {
|
|
||||||
return Math.atan2(x, y);
|
|
||||||
}
|
|
||||||
|
|
||||||
function omega(): number {
|
|
||||||
return Math.random() > 0.5 ? Math.PI : 0;
|
|
||||||
}
|
|
||||||
|
|
||||||
export const julia: Variation = (x, y) => {
|
|
||||||
const sqrtR = Math.sqrt(r(x, y));
|
|
||||||
const thetaVal = theta(x, y) / 2 + omega();
|
|
||||||
return [sqrtR * Math.cos(thetaVal), sqrtR * Math.sin(thetaVal)];
|
|
||||||
};
|
|
||||||
|
|
||||||
export const popcorn: Variation = (x, y, transformCoefs) => {
|
|
||||||
return [
|
|
||||||
x + transformCoefs.c * Math.sin(Math.tan(3 * y)),
|
|
||||||
y + transformCoefs.f * Math.sin(Math.tan(3 * x)),
|
|
||||||
];
|
|
||||||
};
|
|
||||||
|
|
||||||
export const pdj: (
|
|
||||||
pdjA: number,
|
|
||||||
pdjB: number,
|
|
||||||
pdjC: number,
|
|
||||||
pdjD: number
|
|
||||||
) => Variation = (pdjA, pdjB, pdjC, pdjD) => {
|
|
||||||
return (x, y) => [
|
|
||||||
Math.sin(pdjA * y) - Math.cos(pdjB * x),
|
|
||||||
Math.sin(pdjC * x) - Math.cos(pdjD * y),
|
|
||||||
];
|
|
||||||
};
|
|
@ -81,7 +81,19 @@ const config: Config = {
|
|||||||
prism: {
|
prism: {
|
||||||
theme: prismThemes.oneLight,
|
theme: prismThemes.oneLight,
|
||||||
darkTheme: prismThemes.oneDark,
|
darkTheme: prismThemes.oneDark,
|
||||||
additionalLanguages: ['bash', 'java', 'julia', 'nasm']
|
additionalLanguages: ['bash', 'java', 'julia', 'nasm'],
|
||||||
|
magicComments: [
|
||||||
|
// Remember to extend the default highlight class name as well!
|
||||||
|
{
|
||||||
|
className: 'theme-code-block-highlighted-line',
|
||||||
|
line: 'highlight-next-line',
|
||||||
|
block: {start: 'highlight-start', end: 'highlight-end'},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
className: 'code-block-hidden',
|
||||||
|
block: {start: 'hidden-start', end: 'hidden-end'}
|
||||||
|
}
|
||||||
|
]
|
||||||
},
|
},
|
||||||
} satisfies Preset.ThemeConfig,
|
} satisfies Preset.ThemeConfig,
|
||||||
plugins: [require.resolve('docusaurus-lunr-search')],
|
plugins: [require.resolve('docusaurus-lunr-search')],
|
||||||
|
@ -1,13 +0,0 @@
|
|||||||
import {useColorMode} from "@docusaurus/theme-common";
|
|
||||||
import React from "react";
|
|
||||||
|
|
||||||
interface Props {
|
|
||||||
srcLight: string;
|
|
||||||
srcDark: string;
|
|
||||||
alt: string;
|
|
||||||
}
|
|
||||||
const DualImage = ({srcLight, srcDark, alt}: Props) => {
|
|
||||||
const {colorMode} = useColorMode();
|
|
||||||
return <img src={colorMode === "dark" ? srcDark : srcLight} alt={alt} />
|
|
||||||
}
|
|
||||||
export default DualImage;
|
|
@ -30,3 +30,10 @@ adapted for Victory charts
|
|||||||
[data-theme='dark'] .VictoryContainer {
|
[data-theme='dark'] .VictoryContainer {
|
||||||
filter: invert(75%) hue-rotate(180deg);
|
filter: invert(75%) hue-rotate(180deg);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/*
|
||||||
|
Custom magic comment for Prism - hide parts of the code in display
|
||||||
|
*/
|
||||||
|
.code-block-hidden {
|
||||||
|
display: none;
|
||||||
|
}
|
Loading…
Reference in New Issue
Block a user