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split histogram graph code out into separate file
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6f69472133
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2 changed files with 164 additions and 124 deletions
134
ts/src/stats/histogram-graph.ts
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134
ts/src/stats/histogram-graph.ts
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// Copyright: Ankitects Pty Ltd and contributors
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// License: GNU AGPL, version 3 or later; http://www.gnu.org/licenses/agpl.html
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/* eslint
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@typescript-eslint/no-non-null-assertion: "off",
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@typescript-eslint/no-explicit-any: "off",
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*/
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import "d3-transition";
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import { select, mouse } from "d3-selection";
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import { cumsum, max, Bin } from "d3-array";
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import { interpolateBlues } from "d3-scale-chromatic";
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import { scaleLinear, scaleSequential, ScaleLinear } from "d3-scale";
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import { axisBottom, axisLeft } from "d3-axis";
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import { area } from "d3-shape";
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import { showTooltip, hideTooltip } from "./tooltip";
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import { GraphBounds } from "./graphs";
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export interface HistogramData {
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scale: ScaleLinear<number, number>;
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bins: Bin<number, number>[];
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total: number;
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}
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export function histogramGraph(
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svgElem: SVGElement,
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bounds: GraphBounds,
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data: HistogramData
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): void {
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const svg = select(svgElem);
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const trans = svg.transition().duration(600) as any;
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const x = data.scale.range([bounds.marginLeft, bounds.width - bounds.marginRight]);
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svg.select<SVGGElement>(".x-ticks")
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.transition(trans)
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.call(axisBottom(x).ticks(6).tickSizeOuter(0));
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// y scale
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const yMax = max(data.bins, (d) => d.length)!;
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const y = scaleLinear()
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.range([bounds.height - bounds.marginBottom, bounds.marginTop])
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.domain([0, yMax]);
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svg.select<SVGGElement>(".y-ticks")
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.transition(trans)
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.call(
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axisLeft(y)
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.ticks(bounds.height / 80)
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.tickSizeOuter(0)
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);
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// x bars
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function barWidth(d: any): number {
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const width = Math.max(0, x(d.x1) - x(d.x0) - 1);
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return width ? width : 0;
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}
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const colour = scaleSequential(interpolateBlues).domain([-5, data.bins.length]);
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const updateBar = (sel: any): any => {
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return sel
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.transition(trans)
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.attr("width", barWidth)
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.attr("x", (d: any) => x(d.x0))
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.attr("y", (d: any) => y(d.length)!)
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.attr("height", (d: any) => y(0) - y(d.length))
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.attr("fill", (d, idx) => colour(idx));
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};
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svg.select("g.bars")
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.selectAll("rect")
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.data(data.bins)
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.join(
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(enter) =>
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enter
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.append("rect")
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.attr("rx", 1)
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.attr("x", (d: any) => x(d.x0))
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.attr("y", y(0))
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.attr("height", 0)
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.call(updateBar),
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(update) => update.call(updateBar),
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(remove) =>
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remove.call((remove) =>
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remove.transition(trans).attr("height", 0).attr("y", y(0))
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)
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);
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// cumulative area
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const areaCounts = data.bins.map((d) => d.length);
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areaCounts.unshift(0);
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const areaData = cumsum(areaCounts);
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const yAreaScale = y.copy().domain([0, data.total]);
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svg.select("path.area")
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.datum(areaData as any)
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.attr(
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"d",
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area()
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.x((d, idx) => {
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if (idx === 0) {
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return x(data.bins[0].x0!);
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} else {
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return x(data.bins[idx - 1].x1!);
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}
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})
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.y0(bounds.height - bounds.marginBottom)
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.y1((d: any) => yAreaScale(d)) as any
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);
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// hover/tooltip
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svg.select("g.hoverzone")
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.selectAll("rect")
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.data(data.bins)
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.join("rect")
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.attr("x", (d: any) => x(d.x0))
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.attr("y", () => y(yMax!))
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.attr("width", barWidth)
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.attr("height", () => y(0) - y(yMax!))
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.on("mousemove", function (this: any, d: any, idx) {
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const [x, y] = mouse(document.body);
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const pct = ((areaData[idx] / data.total) * 100).toFixed(2);
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showTooltip(
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`${d.length} cards with interval ${d.x0}~${d.x1} days. ` +
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`<br>${pct}% cards below this point.`,
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x,
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y
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);
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})
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.on("mouseout", hideTooltip);
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}
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@ -6,16 +6,11 @@
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@typescript-eslint/no-explicit-any: "off",
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@typescript-eslint/no-explicit-any: "off",
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*/
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*/
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import "d3-transition";
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import pb from "../backend/proto";
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import pb from "../backend/proto";
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import { select, mouse } from "d3-selection";
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import { extent, histogram, quantile } from "d3-array";
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import { cumsum, extent, max, histogram, quantile } from "d3-array";
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import { scaleLinear } from "d3-scale";
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import { interpolateBlues } from "d3-scale-chromatic";
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import { scaleLinear, scaleSequential } from "d3-scale";
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import { axisBottom, axisLeft } from "d3-axis";
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import { area } from "d3-shape";
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import { CardQueue } from "../cards";
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import { CardQueue } from "../cards";
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import { showTooltip, hideTooltip } from "./tooltip";
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import { HistogramData, histogramGraph } from "./histogram-graph";
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import { GraphBounds } from "./graphs";
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import { GraphBounds } from "./graphs";
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export interface IntervalGraphData {
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export interface IntervalGraphData {
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@ -37,20 +32,18 @@ export function gatherIntervalData(data: pb.BackendProto.GraphsOut): IntervalGra
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return { intervals };
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return { intervals };
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}
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}
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export function intervalGraph(
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function prepareIntervalData(
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svgElem: SVGElement,
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data: IntervalGraphData,
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bounds: GraphBounds,
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range: IntervalRange
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graphData: IntervalGraphData,
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): HistogramData {
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maxDays: IntervalRange
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// get min/max
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): void {
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const allIntervals = data.intervals;
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const svg = select(svgElem);
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const total = allIntervals.length;
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const trans = svg.transition().duration(600) as any;
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const allIntervals = graphData.intervals;
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const [xMin, origXMax] = extent(allIntervals);
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const [xMin, origXMax] = extent(allIntervals);
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let xMax = origXMax;
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let xMax = origXMax;
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switch (maxDays) {
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// cap max to selected range
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switch (range) {
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case IntervalRange.Month:
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case IntervalRange.Month:
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xMax = Math.min(xMax!, 31);
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xMax = Math.min(xMax!, 31);
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break;
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break;
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@ -66,111 +59,24 @@ export function intervalGraph(
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case IntervalRange.All:
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case IntervalRange.All:
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break;
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break;
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}
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}
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// cap bars to available range
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const desiredBars = Math.min(70, xMax! - xMin!);
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const desiredBars = Math.min(70, xMax! - xMin!);
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// x scale & bins
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const scale = scaleLinear().domain([xMin!, xMax!]);
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const bins = histogram()
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.domain(scale.domain() as any)
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.thresholds(scale.ticks(desiredBars))(allIntervals);
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const x = scaleLinear()
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return { scale, bins, total };
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.range([bounds.marginLeft, bounds.width - bounds.marginRight])
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}
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.domain([xMin!, xMax!]);
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const data = histogram()
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export function intervalGraph(
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.domain(x.domain() as any)
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svgElem: SVGElement,
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.thresholds(x.ticks(desiredBars))(allIntervals);
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bounds: GraphBounds,
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svg.select<SVGGElement>(".x-ticks")
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data: IntervalGraphData,
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.transition(trans)
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range: IntervalRange
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.call(axisBottom(x).ticks(6).tickSizeOuter(0));
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): void {
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const histogram = prepareIntervalData(data, range);
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// y scale
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histogramGraph(svgElem, bounds, histogram);
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const yMax = max(data, (d) => d.length);
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const y = scaleLinear()
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.range([bounds.height - bounds.marginBottom, bounds.marginTop])
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.domain([0, yMax!]);
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svg.select<SVGGElement>(".y-ticks")
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.transition(trans)
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.call(
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axisLeft(y)
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.ticks(bounds.height / 80)
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.tickSizeOuter(0)
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);
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// x bars
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function barWidth(d: any): number {
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const width = Math.max(0, x(d.x1) - x(d.x0) - 1);
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return width ? width : 0;
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}
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const colour = scaleSequential(interpolateBlues).domain([-5, data.length]);
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const updateBar = (sel: any): any => {
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return sel
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.transition(trans)
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.attr("width", barWidth)
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.attr("x", (d: any) => x(d.x0))
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.attr("y", (d: any) => y(d.length)!)
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.attr("height", (d: any) => y(0) - y(d.length))
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.attr("fill", (d, idx) => colour(idx));
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};
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svg.select("g.bars")
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.selectAll("rect")
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.data(data)
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.join(
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(enter) =>
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enter
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.append("rect")
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.attr("rx", 1)
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.attr("x", (d: any) => x(d.x0))
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.attr("y", y(0))
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.attr("height", 0)
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.call(updateBar),
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(update) => update.call(updateBar),
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(remove) =>
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remove.call((remove) =>
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remove.transition(trans).attr("height", 0).attr("y", y(0))
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)
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);
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// cumulative area
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const areaCounts = data.map((d) => d.length);
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areaCounts.unshift(0);
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const areaData = cumsum(areaCounts);
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const xAreaScale = x.copy().domain([0, areaData.length - 1]);
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const yAreaScale = y.copy().domain([0, allIntervals.length]);
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svg.select("path.area")
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.datum(areaData as any)
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.attr(
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"d",
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area()
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.x((d, idx) => {
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return xAreaScale(idx);
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})
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.y0(bounds.height - bounds.marginBottom)
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.y1((d: any) => yAreaScale(d)) as any
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);
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// hover/tooltip
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svg.select("g.hoverzone")
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.selectAll("rect")
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.data(data)
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.join("rect")
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.attr("x", (d: any) => x(d.x0))
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.attr("y", () => y(yMax!))
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.attr("width", barWidth)
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.attr("height", () => y(0) - y(yMax!))
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.on("mousemove", function (this: any, d: any, idx) {
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const [x, y] = mouse(document.body);
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const pct = ((areaData[idx] / allIntervals.length) * 100).toFixed(2);
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showTooltip(
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`${d.length} cards with interval ${d.x0}~${d.x1} days. ` +
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`<br>${pct}% cards below this point.`,
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x,
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y
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);
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})
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.on("mouseout", hideTooltip);
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}
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}
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