New statistcs view

Docs/Tools/GenPlot.py

@@ -1,78 +0,0 @@
-import json
-import sys
-from datetime import datetime
-from matplotlib import pyplot
-
-
-def pyplot_init():
-    pyplot.close('all')
-    pyplot.figure(figsize=(14, 8), dpi=200)
-    pyplot.xticks(rotation='vertical')
-    pyplot.grid()
-
-
-def genKeys(data, type):
-    keys = map(lambda kv: kv["key"], data)
-    if type == "date":
-        keys = map(lambda key: datetime.strptime(key, "%Y-%m-%dT%H:%M:%S.000Z"), keys)
-    return list(keys)
-
-
-def createPie(options):
-    data = options["plot"]["count"]
-    keys = genKeys(data, options["interpetKeysAs"])
-    values = list(map(lambda kv: kv["value"], data))
-
-    total = sum(map(lambda kv: kv["value"], data))
-    first_pct = data[0]["value"] / total
-
-    pyplot_init()
-    pyplot.pie(values, labels=keys, startangle=(90 - 360 * first_pct / 2))
-
-
-def createBar(options):
-    data = options["plot"]["count"]
-    keys = genKeys(data, options["interpetKeysAs"])
-    values = list(map(lambda kv: kv["value"], data))
-
-    color = None
-    if "color" in options["plot"]:
-    	color = options["plot"]["color"] 
-    pyplot.bar(keys, values, label=options["name"], color=color)
-    pyplot.legend()
-
-
-def createLine(options):
-    data = options["plot"]["count"]
-    keys = genKeys(data, options["interpetKeysAs"])
-    values = list(map(lambda kv: kv["value"], data))
-
-    pyplot.plot(keys, values, label=options["name"])
-    pyplot.legend()
-
-
-pyplot_init()
-title = sys.argv[1]
-pyplot.title = title
-names = []
-while (True):
-    line = sys.stdin.readline()
-    if line == "" or line == "\n":
-        if (len(names) > 1):
-            pyplot.legend(loc="upper left", ncol=3)
-        pyplot.savefig(title + ".png", dpi=400, facecolor='w', edgecolor='w',
-                       bbox_inches='tight')
-        break
-
-    options = json.loads(line)
-    print("Creating " + options["plot"]["type"] + " '" + options["name"] + "'")
-    names.append(options["name"])
-    if (options["plot"]["type"] == "pie"):
-        createPie(options)
-    elif (options["plot"]["type"] == "bar"):
-        createBar(options)
-    elif (options["plot"]["type"] == "line"):
-        createLine(options)
-    else:
-        print("Unkown type: " + options.type)
-print("Plot generated")

Docs/Tools/GenerateSeries.ts

@@ -1,8 +1,6 @@
 import {existsSync, mkdirSync, readdirSync, readFileSync, writeFileSync} from "fs";
 import ScriptUtils from "../../scripts/ScriptUtils";
 import {Utils} from "../../Utils";
-import {exec} from "child_process"
-import {GeoOperations} from "../../Logic/GeoOperations";
 
 ScriptUtils.fixUtils()
 
@@ -40,39 +38,41 @@ class StatsDownloader {
                     continue;
                 }
 
+                const features = []
                 for (let day = 1; day <= 31; day++) {
-                    if (year === currentYear && month === currentMonth && day === today.getDate() ) {
+                    if (year === currentYear && month === currentMonth && day === today.getDate()) {
                         break;
                     }
-                    const path = `${this._targetDirectory}/stats.${year}-${month}-${(day < 10 ? "0" : "") + day}.json`
+                    const path = `${this._targetDirectory}/stats.${year}-${month}-${(day < 10 ? "0" : "") + day}.day.json`
-                    if(existsSync(path)){
+                    if (existsSync(path)) {
-                        console.log("Skipping ", path,": already exists")
+                        features.push(...JSON.parse(readFileSync(path, "UTF-8")))
+                        console.log("Loaded ", path, "from disk, got", features.length, "features now")
                         continue
                     }
-                    try{
+                    let dayFeatures: any[] = undefined
-                        
+                    try {
-                    await this.DownloadStatsForDay(year, month, day, path)
+                        dayFeatures = await this.DownloadStatsForDay(year, month, day, path)
-                    }catch(e){
+                    } catch (e) {
                         console.error(e)
-                        console.error("Could not download "+year+"-"+month+"-"+day+"... Trying again")
+                        console.error("Could not download " + year + "-" + month + "-" + day + "... Trying again")
-                        try{
+                        dayFeatures = await this.DownloadStatsForDay(year, month, day, path)
-                            await this.DownloadStatsForDay(year, month, day, path)
-                        }catch(e){
-                            console.error("Could not download "+year+"-"+month+"-"+day+", skipping for now")
-                        }
                     }
+                    writeFileSync(path, JSON.stringify(dayFeatures))
+                    features.push(...dayFeatures)
+
                 }
+                writeFileSync("stats." + year + "-" + month + ".json", JSON.stringify({features}))
             }
         }
 
     }
 
-    public async DownloadStatsForDay(year: number, month: number, day: number, path: string) {
+    public async DownloadStatsForDay(year: number, month: number, day: number, path: string): Promise<any[]> {
 
         let page = 1;
         let allFeatures = []
-        let endDay = new Date(year,month - 1 /* Zero-indexed: 0 = january*/,day + 1);
+        let endDay = new Date(year, month - 1 /* Zero-indexed: 0 = january*/, day + 1);
-        let endDate = `${endDay.getFullYear()}-${Utils.TwoDigits(endDay.getMonth()+1)}-${Utils.TwoDigits(endDay.getDate())}`
+        let endDate = `${endDay.getFullYear()}-${Utils.TwoDigits(endDay.getMonth() + 1)}-${Utils.TwoDigits(endDay.getDate())}`
         let url = this.urlTemplate.replace("{start_date}", year + "-" + Utils.TwoDigits(month) + "-" + Utils.TwoDigits(day))
             .replace("{end_date}", endDate)
             .replace("{page}", "" + page)
@@ -106,11 +106,11 @@ class StatsDownloader {
         console.log(`Writing ${allFeatures.length} features to `, path, Utils.Times(_ => " ", 80))
         allFeatures = Utils.NoNull(allFeatures)
         allFeatures.forEach(f => {
+            f.properties = {...f.properties, ...f.properties.metadata}
+            delete f.properties.metadata
             f.properties.id = f.id
         })
-        writeFileSync(path, JSON.stringify({
+        return allFeatures
-            features: allFeatures
-        }, undefined, 2))
     }
 
 }
@@ -155,616 +155,6 @@ interface ChangeSetData {
 }
 
 
-
-interface PlotSpec {
-    name: string,
-    interpetKeysAs: "date" | "number" | "string" | string
-    plot: {
-        type: "pie" | "bar" | "line"
-        count: { key: string, value: number }[]
-    } | {
-        type: "stacked-bar"
-        count: {
-            label: string,
-            values: { key: string | Date, value: number }[],
-            color?: string
-        }[]
-    },
-
-    render(): Promise<void>
-}
-
-function createGraph(
-    title: string,
-    ...options: PlotSpec[]): Promise<void> {
-    console.log("Creating graph", title, "...")
-    const process = exec("python3 Docs/Tools/GenPlot.py \"graphs/" + title + "\"", ((error, stdout, stderr) => {
-        console.log("Python: ", stdout)
-        if (error !== null) {
-            console.error(error)
-        }
-        if (stderr !== "") {
-            console.error(stderr)
-        }
-    }))
-
-    for (const option of options) {
-        const d = JSON.stringify(option) + "\n"
-        process.stdin._write(d, "utf-8", undefined)
-    }
-    process.stdin._write("\n", "utf-8", undefined)
-
-
-    return new Promise((resolve) => {
-        process.on("exit", () => resolve())
-    })
-
-}
-
-class Histogram<K> {
-    public counts: Map<K, number> = new Map<K, number>()
-    private sortAtEnd: K[] = []
-
-    constructor(keys?: K[]) {
-        const self = this
-        keys?.forEach(key => self.bump(key))
-    }
-
-    total(): number {
-        let total = 0
-        Array.from(this.counts.values()).forEach(i => total = total + i)
-        return total
-    }
-
-    public bump(key: K, increase = 1) {
-
-        if (this.counts.has(key)) {
-            this.counts.set(key, increase + this.counts.get(key))
-        } else {
-            this.counts.set(key, increase)
-        }
-    }
-
-    /**
-     * Adds all the values of the given histogram to this histogram
-     * @param hist
-     */
-    public bumpHist(hist: Histogram<K>) {
-        const self = this
-        hist.counts.forEach((value, key) => {
-            self.bump(key, value)
-        })
-    }
-
-    /**
-     * Creates a new histogram. All entries with less then 'cutoff' count are lumped together into the 'other' category
-     */
-    public createOthersCategory(otherName: K, cutoff: number | ((key: K, value: number) => boolean) = 15): Histogram<K> {
-        const hist = new Histogram<K>()
-        hist.sortAtEnd.push(otherName)
-
-        if (typeof cutoff === "number") {
-            this.counts.forEach((value, key) => {
-                if (value <= cutoff) {
-                    hist.bump(otherName, value)
-                } else {
-                    hist.bump(key, value)
-                }
-            })
-        } else {
-            this.counts.forEach((value, key) => {
-                if (cutoff(key, value)) {
-                    hist.bump(otherName, value)
-                } else {
-                    hist.bump(key, value)
-                }
-            })
-        }
-
-        return hist;
-    }
-
-    public addCountToName(): Histogram<string> {
-        const self = this;
-        const hist = new Histogram<string>()
-        hist.sortAtEnd = this.sortAtEnd.map(name => `${name} (${self.counts.get(name)})`)
-
-        this.counts.forEach((value, key) => {
-            hist.bump(`${key} (${value})`, value)
-        })
-
-        return hist;
-    }
-
-    public Clone(): Histogram<K> {
-        const hist = new Histogram<K>()
-        hist.bumpHist(this)
-        hist.sortAtEnd = [...this.sortAtEnd];
-        return hist;
-    }
-
-    public keyToDate(addMissingDays: boolean = false): Histogram<Date> {
-        const hist = new Histogram<Date>()
-        hist.sortAtEnd = this.sortAtEnd.map(name => new Date("" + name))
-
-        let earliest = undefined;
-        let latest = undefined;
-        this.counts.forEach((value, key) => {
-            const d = new Date("" + key);
-            if (earliest === undefined) {
-                earliest = d
-            } else if (d < earliest) {
-                earliest = d
-            }
-            if (latest === undefined) {
-                latest = d
-            } else if (d > latest) {
-                latest = d
-            }
-            hist.bump(d, value)
-        })
-
-        if (addMissingDays) {
-            while (earliest < latest) {
-                earliest.setDate(earliest.getDate() + 1)
-                hist.bump(earliest, 0)
-            }
-        }
-        return hist
-    }
-
-    public asRunningAverages(convertToRange: ((key: K) => K[])) {
-        const newCount = new Histogram<K>()
-        const self = this
-        this.counts.forEach((_, key) => {
-            const keysToCheck = convertToRange(key)
-            let sum = 0
-            for (const k of keysToCheck) {
-                sum += self.counts.get(k) ?? 0
-            }
-            newCount.bump(key, sum / keysToCheck.length)
-        })
-        return newCount
-    }
-
-    /**
-     * Given a histogram:
-     * 'a': 3
-     * 'b': 5
-     * 'c': 3
-     * 'd': 1
-     *
-     * This will create a new histogram, which counts how much every count occurs, thus:
-     * 5: 1  // as only 'b' had 5 counts
-     * 3: 2  // as both 'a' and 'c' had 3 counts
-     * 1: 1 // as only 'd' has 1 count
-     */
-    public binPerCount(): Histogram<number> {
-        const hist = new Histogram<number>()
-        this.counts.forEach((value) => {
-            hist.bump(value)
-        })
-        return hist;
-    }
-
-    public stringifyName(): Histogram<string> {
-        const hist = new Histogram<string>()
-        this.counts.forEach((value, key) => {
-            hist.bump("" + key, value)
-        })
-        return hist;
-    }
-
-    public asPie(options: {
-        name: string
-        compare?: (a: K, b: K) => number
-    }): PlotSpec {
-        const self = this
-        const entriesArray = Array.from(this.counts.entries())
-        let type: string = (typeof entriesArray[0][0])
-        if (entriesArray[0][0] instanceof Date) {
-            type = "date"
-        }
-        const entries = entriesArray.map(kv => {
-            return ({key: kv[0], value: kv[1]});
-        })
-
-        if (options.compare) {
-            entries.sort((a, b) => options.compare(a.key, b.key))
-        } else {
-            entries.sort((a, b) => b.value - a.value)
-        }
-        entries.sort((a, b) => self.sortAtEnd.indexOf(a.key) - self.sortAtEnd.indexOf(b.key))
-
-
-        const graph: PlotSpec = {
-            name: options.name,
-            interpetKeysAs: type,
-            plot: {
-
-                type: "pie",
-                count: entries.map(kv => {
-                    if (kv.key instanceof Date) {
-                        return ({key: kv.key.toISOString(), value: kv.value})
-                    }
-                    return ({key: kv.key + "", value: kv.value});
-                })
-            },
-            render: undefined
-        }
-        graph.render = async () => await createGraph(graph.name, graph)
-        return graph;
-    }
-
-    public asBar(options: {
-        name: string
-        compare?: (a: K, b: K) => number,
-        color?: string
-    }): PlotSpec {
-        const spec = this.asPie(options)
-        spec.plot.type = "bar"
-        spec.plot["color"] = options.color
-        return spec;
-    }
-
-    public asLine(options: {
-        name: string
-        compare?: (a: K, b: K) => number
-    }) {
-        const spec = this.asPie(options)
-        spec.plot.type = "line"
-        return spec
-    }
-
-}
-
-/**
- * A group keeps track of a matrix of changes, e.g.
- * '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', ...]}
- */
-class Group<K, V> {
-
-    public groups: Map<K, V[]> = new Map<K, V[]>()
-
-    constructor(features?: any[], fkey?: (feature: any) => K, fvalue?: (feature: any) => V) {
-        const self = this;
-        features?.forEach(f => {
-            self.bump(fkey(f), fvalue(f))
-        })
-    }
-
-    public static createStackedBarChartPerDay(name: string, features: any, extractV: (feature: any) => string, minNeededTotal = 1): void {
-        const perDay = new Group<string, string>(
-            features,
-            f => f.properties.date.substr(0, 10),
-            extractV
-        )
-
-        createGraph(
-            name,
-            ...Array.from(
-                stackHists<string, string>(
-                    perDay.asGroupedHists()
-                        .filter(tpl => tpl[1].total() > minNeededTotal)
-                        .map(tpl => [`${tpl[0]} (${tpl[1].total()})`, tpl[1]])
-                )
-            )
-                .map(
-                    tpl => {
-                        const [name, hist] = tpl
-                        return hist
-                            .keyToDate(true)
-                            .asBar({
-                                name: name
-                            });
-                    }
-                )
-        )
-    }
-
-    public bump(key: K, value: V) {
-        if (!this.groups.has(key)) {
-            this.groups.set(key, [])
-        }
-        this.groups.get(key).push(value)
-    }
-
-    public asHist(dedup = false): Histogram<K> {
-        const hist = new Histogram<K>()
-        this.groups.forEach((values, key) => {
-            if (dedup) {
-                hist.bump(key, new Set(values).size)
-            } else {
-                hist.bump(key, values.length)
-            }
-        })
-        return hist
-    }
-
-    /**
-     * Given a group, creates a kind of histogram.
-     * E.g: if the Group is {'2022-03-16' --> ['Pieter Vander Vennet', 'Pieter Vander Vennet', 'Seppe Santens']}, the resulting 'groupedHists' will be:
-     * [['Pieter Vander Vennet', {'2022-03-16' --> 2}],['Seppe Santens', {'2022-03-16' --> 1}]]
-     */
-    asGroupedHists(): [V, Histogram<K>][] {
-
-        const allHists = new Map<V, Histogram<K>>()
-
-        const allValues = new Set<V>();
-        Array.from(this.groups.values()).forEach(vs =>
-            vs.forEach(v => {
-                allValues.add(v)
-            })
-        )
-
-        allValues.forEach(v => allHists.set(v, new Histogram<K>()))
-
-        this.groups.forEach((values, key) => {
-            values.forEach(v => {
-                allHists.get(v).bump(key)
-            })
-        })
-
-        return Array.from(allHists.entries())
-    }
-}
-
-/**
- *
- * @param hists
- */
-function stackHists<K, V>(hists: [V, Histogram<K>][]): [V, Histogram<K>][] {
-    const runningTotals = new Histogram<K>()
-    const result: [V, Histogram<K>][] = []
-    hists.forEach(vhist => {
-        const hist = vhist[1]
-        const clone = hist.Clone()
-        clone.bumpHist(runningTotals)
-        runningTotals.bumpHist(hist)
-        result.push([vhist[0], clone])
-    })
-    result.reverse(/* Changes in place, safe copy*/)
-    return result
-}
-
-/**
- * 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
- * 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
- * @param hists
- */
-function stackHistsSimple<K>(hists: Histogram<K>[]): Histogram<K>[] {
-    const runningTotals = new Histogram<K>()
-    const result: Histogram<K>[] = []
-    for (const hist of hists) {
-        const clone = hist.Clone()
-        clone.bumpHist(runningTotals) // "Copies" one histogram into the other
-        runningTotals.bumpHist(hist)
-        result.push(clone)
-    }
-    result.reverse(/* Changes in place, safe copy*/)
-    return result
-}
-
-function createActualChangesGraph(allFeatures: ChangeSetData[], appliedFilterDescription: string) {
-    const metadataOptions = {
-        "answer": "#5b5bdc",
-        "create": "#46ea46",
-        "move": "#ffa600",
-        "deletion": "#ff0000",
-        "soft-delete": "#ff8888",
-        "add-image": "#8888ff",
-        "import": "#00ff00",
-        "conflation": "#ffff00",
-        "split": "#000000",
-        "relation-fix": "#cccccc",
-        "delete-image": "#ff00ff"
-    }
-
-    const metadataKeys: string[] = Object.keys(metadataOptions)
-    const histograms: Map<string, Histogram<string>> = new Map<string, Histogram<string>>() // {metakey --> Histogram<date>}
-    allFeatures.forEach(f => {
-        const day = f.properties.date.substr(0, 10)
-
-        for (const key of metadataKeys) {
-            const v = f.properties.metadata[key]
-            if (v === undefined) {
-                continue
-            }
-            const count = Number(v)
-            if (isNaN(count)) {
-                continue
-            }
-            if (!histograms.has(key)) {
-                histograms.set(key, new Histogram<string>())
-            }
-            histograms.get(key).bump(day, count)
-        }
-
-    })
-
-
-    const entries = stackHists(Array.from(histograms.entries()))
-
-    const allGraphs = entries.map(([name, stackedHist]) => {
-            const hist = histograms.get(name)
-            return stackedHist
-                .keyToDate(true)
-                .asBar({name: `${name} (${hist.total()})`, color: metadataOptions[name]});
-        }
-    )
-
-    createGraph("Actual changes" + appliedFilterDescription, ...allGraphs)
-}
-
-async function createGraphs(allFeatures: ChangeSetData[], appliedFilterDescription: string, cutoff = undefined) {
-    const hist = new Histogram<string>(allFeatures.map(f => f.properties.metadata.theme))
-    await hist
-        .createOthersCategory("other", cutoff ?? 20)
-        .addCountToName()
-        .asBar({name: "Changesets per theme (bar)" + appliedFilterDescription})
-        .render()
-
-
-    await new Histogram<string>(allFeatures.map(f => f.properties.user))
-        .binPerCount()
-        .stringifyName()
-        .createOthersCategory("25 or more", (key, _) => Number(key) >= (cutoff ?? 25)).asBar(
-            {
-                compare: (a, b) => Number(a) - Number(b),
-                name: "Contributors per changeset count" + appliedFilterDescription
-            })
-        .render()
-
-
-    const csPerDay = new Histogram<string>(allFeatures.map(f => f.properties.date.substr(0, 10)))
-
-    const perDayLine = csPerDay
-        .keyToDate()
-        .asLine({
-            compare: (a, b) => a.getTime() - b.getTime(),
-            name: "Changesets per day" + appliedFilterDescription
-        })
-
-    const perDayAvg = csPerDay.asRunningAverages(key => {
-        const keys = []
-        for (let i = 0; i < 7; i++) {
-            const otherDay = new Date(new Date(key).getTime() - i * 1000 * 60 * 60 * 24)
-            keys.push(otherDay.toISOString().substr(0, 10))
-        }
-        return keys
-    })
-        .keyToDate(true)
-        .asLine({
-            compare: (a, b) => a.getTime() - b.getTime(),
-            name: "Rolling 7 day average" + appliedFilterDescription
-        })
-
-    const perDayAvgMonth = csPerDay.asRunningAverages(key => {
-        const keys = []
-        for (let i = 0; i < 31; i++) {
-            const otherDay = new Date(new Date(key).getTime() - i * 1000 * 60 * 60 * 24)
-            keys.push(otherDay.toISOString().substr(0, 10))
-        }
-        return keys
-    })
-        .keyToDate()
-        .asLine({
-            compare: (a, b) => a.getTime() - b.getTime(),
-            name: "Rolling 31 day average" + appliedFilterDescription
-        })
-
-    await createGraph("Changesets per day (line)" + appliedFilterDescription, perDayLine, perDayAvg, perDayAvgMonth)
-
-
-    await new Histogram<string>(allFeatures.map(f => f.properties.metadata.host))
-        .asPie({
-            name: "Changesets per host" + appliedFilterDescription
-        }).render()
-
-    await new Histogram<string>(allFeatures.map(f => f.properties.metadata.theme))
-        .createOthersCategory("< 25 changesets", (cutoff ?? 25))
-        .addCountToName()
-        .asPie({
-            name: "Changesets per theme (pie)" + appliedFilterDescription
-        }).render()
-
-    Group.createStackedBarChartPerDay(
-        "Changesets per theme" + appliedFilterDescription,
-        allFeatures,
-        f => f.properties.metadata.theme,
-        cutoff ?? 25
-    )
-
-
-    Group.createStackedBarChartPerDay(
-        "Changesets per version number" + appliedFilterDescription,
-        allFeatures,
-        f => f.properties.editor?.substr("MapComplete ".length, 6)?.replace(/[a-zA-Z-/]/g, '') ?? "UNKNOWN",
-        cutoff ?? 1
-    )
-
-    Group.createStackedBarChartPerDay(
-        "Changesets per minor version number" + appliedFilterDescription,
-        allFeatures,
-        f => {
-            const base = f.properties.editor?.substr("MapComplete ".length)?.replace(/[a-zA-Z-/]/g, '') ?? "UNKNOWN"
-            const [major, minor, patch] = base.split(".")
-            return major + "." + minor
-
-        },
-        cutoff ?? 1
-    )
-
-    Group.createStackedBarChartPerDay(
-        "Deletion-changesets per theme" + appliedFilterDescription,
-        allFeatures.filter(f => f.properties.delete > 0),
-        f => f.properties.metadata.theme,
-        cutoff ?? 1
-    )
-
-    {
-        // Contributors (unique + unique new) per day
-        const contributorCountPerDay = new Group<string, string>()
-        const newContributorsPerDay = new Group<string, string>()
-        const seenContributors = new Set<string>()
-        allFeatures.forEach(f => {
-            const user = f.properties.user
-            const day = f.properties.date.substr(0, 10)
-            contributorCountPerDay.bump(day, user)
-            if (!seenContributors.has(user)) {
-                seenContributors.add(user)
-                newContributorsPerDay.bump(day, user)
-            }
-        })
-        const total = new Set(allFeatures.map(f => f.properties.user)).size
-        await createGraph(
-            `Contributors per day${appliedFilterDescription}`,
-            contributorCountPerDay
-                .asHist(true)
-                .keyToDate(true)
-                .asBar({
-                    name: `Unique contributors per day (${total} total)`
-                }),
-            newContributorsPerDay
-                .asHist(true)
-                .keyToDate(true)
-                .asBar({
-                    name: "New, unique contributors per day"
-                }),
-        )
-
-        await createActualChangesGraph(allFeatures, appliedFilterDescription);
-    }
-
-
-}
-
-async function createMiscGraphs(allFeatures: ChangeSetData[], emptyCS: ChangeSetData[]) {
-    await new Histogram(emptyCS.map(f => f.properties.date)).keyToDate().asBar({
-        name: "Empty changesets by date"
-    }).render()
-    const geojson = {
-        type: "FeatureCollection",
-        features: Utils.NoNull(allFeatures
-            .map(f => {
-                try {
-                    const point = GeoOperations.centerpoint(f.geometry);
-                    point.properties = {...f.properties, ...f.properties.metadata}
-                    delete point.properties.metadata
-                    for (const key in f.properties.metadata) {
-                        point.properties[key] = f.properties.metadata[key]
-                    }
-
-                    return point
-                } catch (e) {
-                    console.error("Could not create center point: ", e, f)
-                    return undefined
-                }
-            }))
-    }
-    writeFileSync("centerpoints.geojson", JSON.stringify(geojson, undefined, 2))
-}
-
 async function main(): Promise<void> {
     if (!existsSync("graphs")) {
         mkdirSync("graphs")
@@ -772,7 +162,16 @@ async function main(): Promise<void> {
 
     const targetDir = "Docs/Tools/stats"
     if (process.argv.indexOf("--no-download") < 0) {
+        do {
+            try {
+
                 await new StatsDownloader(targetDir).DownloadStats()
+                break
+            } catch (e) {
+                console.log(e)
+            }
+
+        } while (true)
     }
     const allPaths = readdirSync(targetDir)
         .filter(p => p.startsWith("stats.") && p.endsWith(".json"));
@@ -780,7 +179,6 @@ async function main(): Promise<void> {
         .map(path => JSON.parse(readFileSync("Docs/Tools/stats/" + path, "utf-8")).features));
     allFeatures = allFeatures.filter(f => f.properties.editor === null || f.properties.editor.toLowerCase().startsWith("mapcomplete"))
 
-    const emptyCS = allFeatures.filter(f => f.properties.metadata.theme === "EMPTY CS")
     allFeatures = allFeatures.filter(f => f.properties.metadata.theme !== "EMPTY CS")
 
     const noEditor = allFeatures.filter(f => f.properties.editor === null).map(f => "https://www.osm.org/changeset/" + f.id)
@@ -792,16 +190,6 @@ async function main(): Promise<void> {
     const allFiles = readdirSync("Docs/Tools/stats").filter(p => p.endsWith(".json"))
     writeFileSync("Docs/Tools/stats/file-overview.json", JSON.stringify(allFiles))
 
-   await createMiscGraphs(allFeatures, emptyCS)
-
-   const grbOnly = allFeatures.filter(f => f.properties.metadata.theme === "grb")
-   allFeatures = allFeatures.filter(f => f.properties.metadata.theme !== "grb")
-   await createGraphs(allFeatures, "")
-   /*await createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2020")), " in 2020")
-   await createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2021")), " in 2021")
-   await createGraphs(allFeatures.filter(f => f.properties.date.startsWith("2022")), " in 2022")
-   await createGraphs(allFeatures.filter(f => f.properties.metadata.theme === "toerisme_vlaanderen"), " met pin je punt", 0)
-   await createGraphs(grbOnly, " with the GRB import tool", 0)*/
 }
 
 main().then(_ => console.log("All done!"))

Docs/Tools/missing_editor.json

@@ -1,12 +0,0 @@
-[
-  "https://www.osm.org/changeset/117826283",
-  "https://www.osm.org/changeset/117742017",
-  "https://www.osm.org/changeset/117522028",
-  "https://www.osm.org/changeset/117244083",
-  "https://www.osm.org/changeset/117010979",
-  "https://www.osm.org/changeset/118422299",
-  "https://www.osm.org/changeset/118344062",
-  "https://www.osm.org/changeset/118281107",
-  "https://www.osm.org/changeset/118228793",
-  "https://www.osm.org/changeset/118092916"
-]

Docs/Tools/stats/file-overview.json

@@ -1 +0,0 @@
-["stats.2020-10.json","stats.2020-11.json","stats.2020-12.json","stats.2020-5.json","stats.2020-6.json","stats.2020-7.json","stats.2020-8.json","stats.2020-9.json","stats.2021-1.json","stats.2021-10.json","stats.2021-11.json","stats.2021-12.json","stats.2021-2.json","stats.2021-3.json","stats.2021-4.json","stats.2021-5.json","stats.2021-6.json","stats.2021-7.json","stats.2021-8.json","stats.2021-9.json","stats.2022-1.json","stats.2022-2.json","stats.2022-3.json","stats.2022-4.json","stats.2022-5-01.json","stats.2022-5-02.json","stats.2022-5-03.json","stats.2022-5-04.json","stats.2022-5-05.json","stats.2022-5-06.json","stats.2022-5-07.json","stats.2022-5-08.json","stats.2022-5-09.json","stats.2022-5-10.json","stats.2022-5-11.json","stats.2022-5-12.json","stats.2022-5-13.json","stats.2022-5-14.json","stats.2022-5-15.json","stats.2022-5-16.json","stats.2022-5-17.json","stats.2022-5-18.json","stats.2022-5-19.json","stats.2022-5-20.json","stats.2022-5-21.json","stats.2022-5-22.json","stats.2022-5-23.json","stats.2022-5-24.json","stats.2022-5-25.json","stats.2022-5-26.json","stats.2022-5-27.json","stats.2022-5-28.json","stats.2022-5-29.json","stats.2022-5-30.json","stats.2022-5-31.json","stats.2022-6-01.json","stats.2022-6-02.json","stats.2022-6-03.json","stats.2022-6-04.json","stats.2022-6-05.json","stats.2022-6-06.json","stats.2022-6-07.json","stats.2022-6-08.json","stats.2022-6-09.json","stats.2022-6-10.json","stats.2022-6-11.json","stats.2022-6-12.json","stats.2022-6-13.json","stats.2022-6-14.json","stats.2022-6-15.json","stats.2022-6-16.json","stats.2022-6-17.json","stats.2022-6-18.json","stats.2022-6-19.json","stats.2022-6-20.json","stats.2022-6-21.json","stats.2022-6-22.json","stats.2022-6-23.json","stats.2022-6-24.json","stats.2022-6-25.json","stats.2022-6-26.json","stats.2022-6-27.json","stats.2022-6-28.json","stats.2022-6-29.json","stats.2022-6-30.json","stats.2022-7-01.json","stats.2022-7-02.json","stats.2022-7-03.json","stats.2022-7-04.json","stats.2022-7-05.json","stats.2022-7-06.json","stats.2022-7-07.json","stats.2022-7-08.json","stats.2022-7-09.json","stats.2022-7-10.json","stats.2022-7-11.json","stats.2022-7-12.json","stats.2022-7-13.json","stats.2022-7-14.json","stats.2022-7-15.json","stats.2022-7-16.json","stats.2022-7-17.json","stats.2022-7-18.json","stats.2022-7-19.json","stats.2022-7-20.json","stats.2022-7-21.json","stats.2022-7-22.json","stats.2022-7-23.json","stats.2022-7-24.json","stats.2022-7-25.json","stats.2022-7-26.json","stats.2022-7-27.json","stats.2022-7-28.json"]

Docs/Tools/stats/stats.2020-5-01.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-02.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-03.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-04.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-05.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-06.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-07.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-08.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-09.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-10.day.json

@@ -0,0 +1 @@
+[]

Docs/Tools/stats/stats.2020-5-11.day.json

@@ -0,0 +1 @@
+[]