Merge branch 'develop' of github.com:pietervdvn/MapComplete into develop
This commit is contained in:
commit
225f14ec06
2 changed files with 161 additions and 59 deletions
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@ -35,7 +35,10 @@ def createBar(options):
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keys = genKeys(data, options["interpetKeysAs"])
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keys = genKeys(data, options["interpetKeysAs"])
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values = list(map(lambda kv: kv["value"], data))
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values = list(map(lambda kv: kv["value"], data))
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pyplot.bar(keys, values, label=options["name"])
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color = None
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if "color" in options["plot"]:
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color = options["plot"]["color"]
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pyplot.bar(keys, values, label=options["name"], color=color)
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pyplot.legend()
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pyplot.legend()
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@ -15,7 +15,6 @@ class StatsDownloader {
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private readonly _targetDirectory: string;
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private readonly _targetDirectory: string;
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constructor(targetDirectory = ".") {
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constructor(targetDirectory = ".") {
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this._targetDirectory = targetDirectory;
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this._targetDirectory = targetDirectory;
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}
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}
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@ -177,6 +176,11 @@ class ChangesetDataTools {
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}
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}
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if (cs.properties.modify + cs.properties.delete + cs.properties.create == 0) {
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if (cs.properties.modify + cs.properties.delete + cs.properties.create == 0) {
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cs.properties.metadata.theme = "EMPTY CS"
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cs.properties.metadata.theme = "EMPTY CS"
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}
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try {
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cs.properties.metadata.host = new URL(cs.properties.metadata.host).host
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} catch (e) {
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}
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}
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return cs
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return cs
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}
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}
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@ -193,17 +197,17 @@ interface PlotSpec {
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type: "stacked-bar"
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type: "stacked-bar"
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count: {
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count: {
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label: string,
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label: string,
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values: { key: string | Date, value: number }[]
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values: { key: string | Date, value: number }[],
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color?: string
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}[]
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}[]
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},
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},
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render()
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render(): Promise<void>
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}
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}
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function createGraph(
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function createGraph(
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title: string,
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title: string,
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...options: PlotSpec[]) {
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...options: PlotSpec[]): Promise<void> {
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console.log("Creating graph", title, "...")
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console.log("Creating graph", title, "...")
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const process = exec("python3 GenPlot.py \"graphs/" + title + "\"", ((error, stdout, stderr) => {
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const process = exec("python3 GenPlot.py \"graphs/" + title + "\"", ((error, stdout, stderr) => {
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console.log("Python: ", stdout)
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console.log("Python: ", stdout)
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@ -221,6 +225,11 @@ function createGraph(
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}
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}
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process.stdin._write("\n", "utf-8", undefined)
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process.stdin._write("\n", "utf-8", undefined)
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return new Promise((resolve) => {
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process.on("exit", () => resolve())
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})
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}
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}
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class Histogram<K> {
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class Histogram<K> {
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@ -414,16 +423,18 @@ class Histogram<K> {
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},
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},
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render: undefined
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render: undefined
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}
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}
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graph.render = () => createGraph(graph.name, graph)
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graph.render = async () => await createGraph(graph.name, graph)
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return graph;
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return graph;
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}
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}
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public asBar(options: {
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public asBar(options: {
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name: string
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name: string
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compare?: (a: K, b: K) => number
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compare?: (a: K, b: K) => number,
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color?: string
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}): PlotSpec {
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}): PlotSpec {
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const spec = this.asPie(options)
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const spec = this.asPie(options)
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spec.plot.type = "bar"
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spec.plot.type = "bar"
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spec.plot["color"] = options.color
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return spec;
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return spec;
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}
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}
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@ -438,6 +449,10 @@ class Histogram<K> {
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}
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}
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/**
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* A group keeps track of a matrix of changes, e.g.
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* 'All contributors per day'. This will be stored internally, e.g. as {'2022-03-16' --> ['Pieter Vander Vennet', 'Pieter Vander Vennet', 'Joost Schouppe', 'Pieter Vander Vennet', 'dentonny', ...]}
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*/
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class Group<K, V> {
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class Group<K, V> {
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public groups: Map<K, V[]> = new Map<K, V[]>()
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public groups: Map<K, V[]> = new Map<K, V[]>()
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@ -497,6 +512,11 @@ class Group<K, V> {
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return hist
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return hist
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}
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}
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/**
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* Given a group, creates a kind of histogram.
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* E.g: if the Group is {'2022-03-16' --> ['Pieter Vander Vennet', 'Pieter Vander Vennet', 'Seppe Santens']}, the resulting 'groupedHists' will be:
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* [['Pieter Vander Vennet', {'2022-03-16' --> 2}],['Seppe Santens', {'2022-03-16' --> 1}]]
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*/
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asGroupedHists(): [V, Histogram<K>][] {
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asGroupedHists(): [V, Histogram<K>][] {
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const allHists = new Map<V, Histogram<K>>()
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const allHists = new Map<V, Histogram<K>>()
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@ -520,6 +540,10 @@ class Group<K, V> {
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}
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}
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}
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}
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/**
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*
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* @param hists
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*/
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function stackHists<K, V>(hists: [V, Histogram<K>][]): [V, Histogram<K>][] {
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function stackHists<K, V>(hists: [V, Histogram<K>][]): [V, Histogram<K>][] {
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const runningTotals = new Histogram<K>()
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const runningTotals = new Histogram<K>()
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const result: [V, Histogram<K>][] = []
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const result: [V, Histogram<K>][] = []
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@ -534,17 +558,85 @@ function stackHists<K, V>(hists: [V, Histogram<K>][]): [V, Histogram<K>][] {
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return result
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return result
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}
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}
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/**
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* Given histograms which should be shown as bars on top of each other, creates a new list of histograms with adjusted heights in order to create a coherent sum
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* e.g.: for a given day, there are 2 deletions, 3 additions and 5 answers, this will be ordered as 2, 5 and 10 in order to mimic a coherent bar
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* @param hists
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*/
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function stackHistsSimple<K>(hists: Histogram<K>[]): Histogram<K>[] {
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const runningTotals = new Histogram<K>()
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const result: Histogram<K>[] = []
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for (const hist of hists) {
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const clone = hist.Clone()
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clone.bumpHist(runningTotals) // "Copies" one histogram into the other
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runningTotals.bumpHist(hist)
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result.push(clone)
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}
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result.reverse(/* Changes in place, safe copy*/)
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return result
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}
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function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: string, cutoff = undefined) {
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function createActualChangesGraph(allFeatures: ChangeSetData[], appliedFilterDescription: string) {
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const metadataOptions = {
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"answer": "#5b5bdc",
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"create": "#46ea46",
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"move": "#ffa600",
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"deletion": "#ff0000",
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"soft-delete": "#ff8888",
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"add-image": "#8888ff",
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"import": "#00ff00",
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"conflation": "#ffff00",
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"split": "#000000",
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"relation-fix": "#cccccc",
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"delete-image": "#ff00ff"
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}
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const metadataKeys: string[] = Object.keys(metadataOptions)
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const histograms: Map<string, Histogram<string>> = new Map<string, Histogram<string>>() // {metakey --> Histogram<date>}
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allFeatures.forEach(f => {
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const day = f.properties.date.substr(0, 10)
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for (const key of metadataKeys) {
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const v = f.properties.metadata[key]
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if (v === undefined) {
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continue
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}
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const count = Number(v)
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if (isNaN(count)) {
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continue
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}
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if (!histograms.has(key)) {
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histograms.set(key, new Histogram<string>())
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}
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histograms.get(key).bump(day, count)
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}
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})
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const entries = stackHists(Array.from(histograms.entries()))
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const allGraphs = entries.map(([name, stackedHist]) => {
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const hist = histograms.get(name)
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return stackedHist
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.keyToDate(true)
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.asBar({name: `${name} (${hist.total()})`, color: metadataOptions[name]});
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}
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)
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createGraph("Actual changes" + appliedFilterDescription, ...allGraphs)
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}
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async function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: string, cutoff = undefined) {
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const hist = new Histogram<string>(allFeatures.map(f => f.properties.metadata.theme))
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const hist = new Histogram<string>(allFeatures.map(f => f.properties.metadata.theme))
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hist
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await hist
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.createOthersCategory("other", cutoff ?? 20)
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.createOthersCategory("other", cutoff ?? 20)
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.addCountToName()
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.addCountToName()
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.asBar({name: "Changesets per theme (bar)" + appliedFilterDescription})
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.asBar({name: "Changesets per theme (bar)" + appliedFilterDescription})
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.render()
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.render()
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new Histogram<string>(allFeatures.map(f => f.properties.user))
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await new Histogram<string>(allFeatures.map(f => f.properties.user))
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.binPerCount()
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.binPerCount()
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.stringifyName()
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.stringifyName()
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.createOthersCategory("25 or more", (key, _) => Number(key) >= (cutoff ?? 25)).asBar(
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.createOthersCategory("25 or more", (key, _) => Number(key) >= (cutoff ?? 25)).asBar(
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@ -572,7 +664,7 @@ function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: st
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}
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}
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return keys
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return keys
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})
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})
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.keyToDate()
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.keyToDate(true)
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.asLine({
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.asLine({
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compare: (a, b) => a.getTime() - b.getTime(),
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compare: (a, b) => a.getTime() - b.getTime(),
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name: "Rolling 7 day average" + appliedFilterDescription
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name: "Rolling 7 day average" + appliedFilterDescription
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@ -592,14 +684,15 @@ function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: st
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name: "Rolling 31 day average" + appliedFilterDescription
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name: "Rolling 31 day average" + appliedFilterDescription
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})
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})
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createGraph("Changesets per day (line)" + appliedFilterDescription, perDayLine, perDayAvg, perDayAvgMonth)
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await createGraph("Changesets per day (line)" + appliedFilterDescription, perDayLine, perDayAvg, perDayAvgMonth)
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new Histogram<string>(allFeatures.map(f => f.properties.metadata.host))
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await new Histogram<string>(allFeatures.map(f => f.properties.metadata.host))
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.asPie({
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.asPie({
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name: "Changesets per host" + appliedFilterDescription
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name: "Changesets per host" + appliedFilterDescription
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}).render()
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}).render()
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new Histogram<string>(allFeatures.map(f => f.properties.metadata.theme))
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await new Histogram<string>(allFeatures.map(f => f.properties.metadata.theme))
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.createOthersCategory("< 25 changesets", (cutoff ?? 25))
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.createOthersCategory("< 25 changesets", (cutoff ?? 25))
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.addCountToName()
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.addCountToName()
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.asPie({
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.asPie({
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@ -613,6 +706,7 @@ function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: st
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cutoff ?? 25
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cutoff ?? 25
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)
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)
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Group.createStackedBarChartPerDay(
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Group.createStackedBarChartPerDay(
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"Changesets per version number" + appliedFilterDescription,
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"Changesets per version number" + appliedFilterDescription,
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allFeatures,
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allFeatures,
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@ -654,7 +748,7 @@ function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: st
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}
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}
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})
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})
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const total = new Set(allFeatures.map(f => f.properties.user)).size
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const total = new Set(allFeatures.map(f => f.properties.user)).size
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createGraph(
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await createGraph(
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`Contributors per day${appliedFilterDescription}`,
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`Contributors per day${appliedFilterDescription}`,
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contributorCountPerDay
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contributorCountPerDay
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.asHist(true)
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.asHist(true)
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@ -670,14 +764,14 @@ function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: st
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}),
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}),
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)
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)
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await createActualChangesGraph(allFeatures, appliedFilterDescription);
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}
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}
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}
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}
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function createMiscGraphs(allFeatures: ChangeSetData[], emptyCS: ChangeSetData[]) {
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async function createMiscGraphs(allFeatures: ChangeSetData[], emptyCS: ChangeSetData[]) {
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new Histogram(emptyCS.map(f => f.properties.date)).keyToDate().asBar({
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await new Histogram(emptyCS.map(f => f.properties.date)).keyToDate().asBar({
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name: "Empty changesets by date"
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name: "Empty changesets by date"
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}).render()
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}).render()
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const geojson = {
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const geojson = {
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@ -726,12 +820,17 @@ async function main(): Promise<void>{
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if (process.argv.indexOf("--no-graphs") >= 0) {
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if (process.argv.indexOf("--no-graphs") >= 0) {
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return
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return
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}
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}
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createMiscGraphs(allFeatures, emptyCS)
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await createMiscGraphs(allFeatures, emptyCS)
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createGraphs(allFeatures, "")
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// createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2020")), " in 2020")
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const grbOnly = allFeatures.filter(f => f.properties.metadata.theme === "grb")
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// createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2021")), " in 2021")
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allFeatures = allFeatures.filter(f => f.properties.metadata.theme !== "grb")
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createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2022")), " in 2022"),
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await createGraphs(allFeatures, "")
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createGraphs(allFeatures.filter(f => f.properties.metadata.theme==="toerisme_vlaanderen"), " met pin je punt", 0)
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await createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2020")), " in 2020")
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await createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2021")), " in 2021")
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await createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2022")), " in 2022")
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await createGraphs(allFeatures.filter(f => f.properties.metadata.theme === "toerisme_vlaanderen"), " met pin je punt", 0)
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await createGraphs(grbOnly, " with the GRB import tool", 0)
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}
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}
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main().then(_ => console.log("All done!"))
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main().then(_ => console.log("All done!"))
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Reference in a new issue