anki/ts/src/stats/ease.ts

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2020-06-23 12:43:19 +02:00
// Copyright: Ankitects Pty Ltd and contributors
// License: GNU AGPL, version 3 or later; http://www.gnu.org/licenses/agpl.html
/* eslint
@typescript-eslint/no-non-null-assertion: "off",
@typescript-eslint/no-explicit-any: "off",
*/
import pb from "../backend/proto";
import { extent, histogram } from "d3-array";
import { scaleLinear, scaleSequential } from "d3-scale";
import { CardQueue } from "../cards";
import { HistogramData } from "./histogram-graph";
import { interpolateRdYlGn } from "d3-scale-chromatic";
export interface GraphData {
eases: number[];
}
export function gatherData(data: pb.BackendProto.GraphsOut): GraphData {
const eases = (data.cards2 as pb.BackendProto.Card[])
.filter((c) => c.queue == CardQueue.Review)
.map((c) => c.factor / 10);
return { eases };
}
function hoverText(data: HistogramData, binIdx: number, _percent: number): string {
const bin = data.bins[binIdx];
const minPct = Math.floor(bin.x0!);
const maxPct = Math.floor(bin.x1!);
const ease = maxPct - minPct <= 10 ? `${bin.x0}%` : `${bin.x0}%~${bin.x1}%`;
return `${bin.length} cards with ${ease} ease.`;
}
export function prepareData(data: GraphData): HistogramData | null {
// get min/max
const allEases = data.eases;
if (!allEases.length) {
return null;
}
const total = allEases.length;
const [_xMin, origXMax] = extent(allEases);
let xMax = origXMax;
const xMin = 130;
xMax = xMax! + 1;
const desiredBars = 20;
const scale = scaleLinear().domain([130, xMax!]).nice();
const bins = histogram()
.domain(scale.domain() as any)
.thresholds(scale.ticks(desiredBars))(allEases);
const colourScale = scaleSequential(interpolateRdYlGn).domain([xMin, 300]);
return { scale, bins, total, hoverText, colourScale, showArea: false };
}