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plots.ts
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70
plots.ts
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import * as Plot from "npm:@observablehq/plot";
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import { DOMParser, SVGElement } from "npm:linkedom";
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const defaultPlotSettings = {
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grid: true,
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margin: 50,
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style: {
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backgroundColor: "#fff"
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}
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}
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/**
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* Configure default plot settings
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* @param options
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*/
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export function configurePlots(options: any) {
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Object.assign(defaultPlotSettings, options)
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}
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/**
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* Draw side-by-side plots
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* Example:
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* ```ts
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* const plt = sideBySidePlot({
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* x: ['enginesize', 'horsepower', 'citympg', 'highwaympg'],
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* y: ['price'],
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* marks: [
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* (x, y) => Plot.dot(data, {x, y, fill: "species"}),
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* (x, y) => Plot.linearRegressionY(data, {x, y, stroke: "red"}),
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* ],
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* cols: 2
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* })
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* @param x List of x-axis targets
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* @param y List of y-axis targets
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* @param marks List of plot callbacks
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* @param cols Number of columns
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*/
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export function sideBySidePlot(opts: {
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x: string[],
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y: string[],
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marks: any[]
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cols: number,
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options,
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}) {
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const document = new DOMParser().parseFromString(`<!DOCTYPE html><html></html>`, "text/html");
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const imgTags: string[] = []
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for (const xTarget of opts.x) {
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for (const yTarget of opts.y) {
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const plt = Plot.plot({
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...(opts.options ?? defaultPlotSettings),
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marks: opts.marks.map(fn => fn(xTarget, yTarget)),
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document
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})
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plt.setAttribute('xmlns', 'http://www.w3.org/2000/svg')
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const svgUrl = `data:image/svg+xml;base64,${btoa(unescape(encodeURIComponent(plt)))}`
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imgTags.push(`<img src='${svgUrl}'>`)
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}
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}
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const output = `
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<section style="display:grid;grid-template-columns: repeat(${opts.cols ?? 2}, 1fr);">
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${imgTags.join('')}
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</section>
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`
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return {
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[Symbol.for("Jupyter.display")]: () => ({
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"text/html": output
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})
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}
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}
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