WaniKani Workload Graph

adds a button to the heatmap that displays your average workload over time

目前为 2021-03-09 提交的版本。查看 最新版本

// ==UserScript==
// @name         WaniKani Workload Graph
// @namespace    rwesterhof
// @version      1.0.2
// @description  adds a button to the heatmap that displays your average workload over time
// @match        https://www.wanikani.com/
// @match        https://preview.wanikani.com/
// @match        https://www.wanikani.com/dashboard
// @match        https://preview.wanikani.com/dashboard
// @require      https://greasyfork.org/scripts/410909-wanikani-review-cache/code/Wanikani:%20Review%20Cache.js?version=852495
// @run-at       document-end
// @grant        none
// ==/UserScript==

(function(wkof, review_cache) {
    'use strict';

    /* global $, wkof */

    if (!wkof) {
        let response = confirm('WaniKani Workload Graph script requires WaniKani Open Framework.\n Click "OK" to be forwarded to installation instructions.');

        if (response) {
            window.location.href = 'https://community.wanikani.com/t/instructions-installing-wanikani-open-framework/28549';
        }

        return;
    }

    // --------------------------- //
    // -------- TRIGGER ---------- //
    // --------------------------- //
    var graphButton =
        '<li class="sitemap__section"><button id="headerGraphButton" class="sitemap__section-header" data-navigation-section-toggle="" data-expanded="false" aria-expanded="false" type="button" onclick="window.graphReviews()">'
      +     '<span lang="ja">図表</span><span lang="en" class="font-sans">Graph</span>'
      + '</button></li>';

    var heatmapButton =
        '<button class="graph-button hover-wrapper-target" onclick="window.graphReviews()"'
            // todo: put in css for class graph-button
      +     'style="height: 30px; width: 30px; background-color: transparent !important; outline: none !important; box-shadow: none !important; color: var(--color); border: none; left: 25px; top: -5px;">'
      +    '<div class="hover-wrapper above">Workload graph</div>'
      +    '<i class="icon-bar-chart"></i>'
      + '</button>';
    // put graph button in header initially
    $('#sitemap').prepend(graphButton);
    // add event listener
    $('.dashboard')[0].addEventListener('heatmap-loaded', moveButtonToHeatmap);

    // eventlistener that moves the graph button to the heatmap once it is loaded
    function moveButtonToHeatmap(event) {
        $('#headerGraphButton').detach();
        $('#heatmap .views .reviews.view').prepend(heatmapButton);
    }

    // --------------------------- //
    // -- VARIABLES & CONSTANTS -- //
    // --------------------------- //
    const msInDay = 24 * 60 * 60 * 1000;
    const maxWidth = 900;
    const minWidth = maxWidth / 2;
    const maxPointSize = 10;
    const xAxisPadding = 50;
    const yAxisPadding = 50;
    const categoryColor = [ "#dd0093", "#882d9e", "#294ddb", "#0093dd" ];
    const resetColors = ["#660000", "#aaaaaa", "#0000cc", "#00cc00", "#cccc00", "#cc00cc", "#00cccc", "#999999", "#0000aa", "#00aa00", "#aaaa00", "#aa00aa", "#00aaaa", "#666666", "#000099", "#009900", "#999900", "#990099", "#009999"];
    const labelAll = { type: "all" };
    const labelLevel = { type: "level", signal: 5 }; // x axis labels every signalLevel

    // OPTIONS
    var runningAverageDays = 7;
    var fillInd = [ true, false ];
    var wlgReverse = false; // set to true to put enlightened on bottom and apprentice on top

    // ------------------------------------ //
    // ----- RETRIEVAL AND STRIPPING ------ //
    // ------------------------------------ //
    var retrieved = false;
    var cachedStrippedData = null;
    // main button entry point takes care of retrieval and shows the workload graph
    async function graphReviews() {
        if (!retrieved) {
            wkof.include('ItemData');
            await wkof.ready('ItemData')
                .then(displayProgressPane)
                .then(stripData);
           retrieved = true;
        }
        displayGraph();
    }
    window.graphReviews = graphReviews;

    // produces an empty stripped data object
    function getBlankStrippedData() {
         return { lastReviewDate: 0, reviewDays: [], reviewsPerLevel: [], levelUps: [] };
    }

    // convert stage to category
    const categories = [ -1, 0, 0, 0, 0, 1, 1, 2, 3, 4 ];
    function toCategory(stage) {
        return categories[stage];
    }

    // produces an empty stripped data review day
    function getBlankReviewDayObj() {
        return { day: 0,
                 date: 0,
                 year: 0,
                 reviewsPerStage: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
                 reviewsPerCategory: [0, 0, 0, 0],
                 reviewsTotal: 0
        };
    }

    // gets an inited count per level per day
    function getReviewsPerLevel(strippedData, level) {
        var curList = strippedData.reviewsPerLevel.pop();
        if (!curList) {
            curList = new Array(61);
        }
        strippedData.reviewsPerLevel.push(curList);
        if (!curList[level]) {
            curList[level] = { level: level, total: 0, errors: 0 };
        }
        return curList[level];
    }

    // pushes all > reset level reviews to a pre-reset review overview
    // keeps all < reset level reviews for the "current run" overview
    function processResetToLevel(strippedData, level) {
        var curList = strippedData.reviewsPerLevel.pop();
        if (!curList) {
            curList = new Array(61);
        }
        else {
            var preResetReviews = new Array(61);
            for (var index = level; index < curList.length; index++) {
                preResetReviews[index] = curList[index];
                delete curList[index];
            }
            strippedData.reviewsPerLevel.push(preResetReviews);
        }
        strippedData.reviewsPerLevel.push(curList);
    }

    // strips the review_cache down to what is needed for the current script
    async function stripData() {
        var data = await Promise.all([review_cache.get_reviews(), wkof.ItemData.get_items('assignments, include_hidden')]);

        var strippedData = getBlankStrippedData();
        if (data.length < 1 || data[0].length < 1 || data[0][0].length < 1) return strippedData;

        // get the level ups first
        strippedData.levelUps = await get_level_ups(data[1]);
        // determine the resetTimestamps (if any)
        var previousLevel = 0;
        var resetTimestamps = strippedData.levelUps.reduce((resultObj, levelItem) => {
                if (levelItem[0] <= previousLevel) resultObj.push([ levelItem[0], levelItem[1].minTs ]);
                previousLevel = levelItem[0];
                return resultObj;
            }, []);

        var reviews = data[0]; 
        var minDate = new Date(data[0][0][0]);
        minDate.setHours(0,0,0,0);
        var minMs = minDate.getTime();
        var curYear = 0;

        var wkDays = 0;
        var progressCounter = data[0].length;
        var resetToProcess = 0;
        const itemsById = await wkof.ItemData.get_index(await wkof.ItemData.get_items('include_hidden'), 'subject_id');

        var stripFunction = function(item) {
            if (--progressCounter % 100000 == 50000) {
                console.log("Processing... " + progressCounter + " reviews left");
            }
            var nextDateMs = minMs + (wkDays * msInDay);
            while (item[0] > nextDateMs) {
                var nextReviewDay = getBlankReviewDayObj();
                nextReviewDay.date = nextDateMs;
                var reviewYear = new Date(nextReviewDay.date).getFullYear();
                if (reviewYear > curYear) {
                    nextReviewDay.year = reviewYear;
                    curYear = reviewYear;
                }

                wkDays++;
                nextDateMs += msInDay;

                nextReviewDay.day = wkDays;
                strippedData.reviewDays.push(nextReviewDay);
            }

            var reviewDay = strippedData.reviewDays[wkDays-1];
            reviewDay.reviewsPerStage[item[2]]++;
            reviewDay.reviewsPerCategory[toCategory(item[2])]++;
            reviewDay.reviewsTotal++;

            if (   (resetToProcess < resetTimestamps.length)
                && (resetTimestamps[resetToProcess][1] <= item[0])
               ) {
                processResetToLevel(strippedData, resetTimestamps[resetToProcess][0]);
                resetToProcess++;
            }
            var level = itemsById[item[1]].data.level;
            var reviewsPerLevel = getReviewsPerLevel(strippedData, level);
            reviewsPerLevel.total++;
            reviewsPerLevel.errors += (item[3]+item[4]==0?0:1);

            strippedData.lastReviewDate = item[0];
        };

        reviews.forEach(stripFunction);

        cachedStrippedData = strippedData;
        return strippedData;
    }

    // plain copy from the heatmap script - wonder if we can store this somewhere so it can be reused rather than refetched. Also
    // requires retrieval of all the items from wkof.
    // ...and we adapted it. I'm using this method to also determine the exact (as exact as possible) timestamps of resets
    // Get level up dates from API and lesson history
    async function get_level_ups(items) {
        let level_progressions = await wkof.Apiv2.get_endpoint('level_progressions');
        let first_recorded_date = level_progressions[Math.min(...Object.keys(level_progressions))].data.unlocked_at;
        // Find indefinite level ups by looking at lesson history
        let levels = {};
        // Sort lessons by level then unlocked date
        items.forEach(item => {
            if (item.object !== "kanji" || !item.assignments || !item.assignments.unlocked_at || item.assignments.unlocked_at >= first_recorded_date) return;
            let date = new Date(item.assignments.unlocked_at).toDateString();
            if (!levels[item.data.level]) levels[item.data.level] = {};
            // altered : store an object with count and min timestamp instead of just a count
            if (!levels[item.data.level][date]) levels[item.data.level][date] = { minTs: item.assignments.unlocked_at, count: 1 };
            else {
                // altered: store an object with count and min timestamp instead of just a count
                levels[item.data.level][date].count++;
                if (item.assignments.unlocked_at < levels[item.data.level][date].minTs) levels[item.data.level][date].minTs = item.assignments.unlocked_at;
            }
        });
        // Discard dates with less than 10 unlocked
        // then discard levels with no dates
        // then keep earliest date for each level
        for (let [level, data] of Object.entries(levels)) {
            // altered as we now have a object in stead of just a count
            for (let [date, countObj] of Object.entries(data)) {
                if (countObj.count < 10) delete data[date];
            }
            if (Object.keys(levels[level]).length == 0) {
                delete levels[level];
                continue;
            }
            // altered, instead of a resulting date we store date and min timestamp per level
            var minDate = Object.keys(data).reduce((low, curr) => low < curr ? low : curr, Date.now());
            var minData = levels[level][minDate];
            levels[level] = { date: minDate, minTs: Date.parse(minData.minTs) };
        }
        // Map to array of [[level0, date0], [level1, date1], ...] Format
        levels = Object.entries(levels).map(([level, date]) => [Number(level), date]);
        // Add definite level ups from API
        // altered to provide the same object format (date + min Timestamp)
        Object.values(level_progressions).forEach(level => levels.push([level.data.level, { date: new Date(level.data.unlocked_at).toDateString(), minTs: Date.parse(level.data.unlocked_at) }]));
        return levels;
    }

    // -------------------------------------- //
    // ------------- PROCESSING ------------- //
    // -------------------------------------- //
    var init = [ false, false ];
    var graphs = [ "workloadGraph", "levelDifficultyGraph" ];
    var currentGraph = 0;
    // determines if the current graph must be redrawn or simply displayed
    function displayGraph() {
        if (!init[currentGraph]) {
            var progressPane = $('#' + graphs[currentGraph]);
            progressPane.removeClass('hidden');

            var dataPoints = toDataPoints(cachedStrippedData);
            var graphPoints = scaleGraph(dataPoints);
            drawGraph(graphPoints);
            init[currentGraph] = true;
        }
        else {
            $('#' + graphs[currentGraph]).removeClass('hidden');
        }
    }

    // inits a blank data point object
    function getBlankWLGDataPointObj() {
        return { point: 0,
                 year: 0,
                 levelUp: 0,
                 nrOfDays: 0,
                 reviewsPerCategory: [0, 0, 0, 0],
                 reviewsTotal: 0
        };
    }

    // retrieves the matching data point object from the array. Inits if not yet existing
    function getWLGDataPoint(dataPoints, index) {
        if (index >= dataPoints.length) return null;

        if (!dataPoints[index]) {
            dataPoints[index] = getBlankWLGDataPointObj();
            dataPoints[index].point = index;
        }
        return dataPoints[index];
    }

    // adds the values of two arrays together
    function addArrayTotals(arrayOne, arrayTwo) {
        if (arrayOne == null) return arrayTwo;
        if (arrayTwo == null) return arrayOne;
        if (arrayTwo.length < arrayOne.length) return addArrayTotals(arrayTwo, arrayOne);
        for (var index = 0; index < arrayOne.length; index++) {
            arrayOne[index] += arrayTwo[index];
        }
        return arrayOne;
    }

    function toDataPoints(strippedData) {
        switch(currentGraph) {
            case 0:
                return toWLGDataPoints(strippedData);
            case 1:
                return toLDDataPoints(strippedData);
            default:
                return [];
        }
    }

    // accumulate reviewdata to data points
    function toWLGDataPoints(strippedData) {
        var nrOfEntries = strippedData.reviewDays.length;
        console.log("Scaling for " + nrOfEntries + " review days");
        var daysPerPoint = Math.floor(nrOfEntries / maxWidth);
        if ((nrOfEntries % maxWidth > 0) || (daysPerPoint == 0)) {
            daysPerPoint++;
        }
        var totalPoints = Math.floor(nrOfEntries / daysPerPoint);
        if (nrOfEntries % daysPerPoint > 0) {
            totalPoints++;
        }

        var dataPoints = new Array(totalPoints + 1);
        var cookFunction = function(reviewDay) {
            for (var countDay = reviewDay.day; countDay < reviewDay.day + runningAverageDays; countDay++) {
                var xValue = Math.ceil(countDay / daysPerPoint);
                var dataPoint = getWLGDataPoint(dataPoints, xValue);
                if (!dataPoint) break;
                dataPoint.nrOfDays++;
                dataPoint.reviewsPerCategory = addArrayTotals(dataPoint.reviewsPerCategory, reviewDay.reviewsPerCategory);
                dataPoint.reviewsTotal += reviewDay.reviewsTotal;

                // add xAxis labels for this point, if any
                if (countDay == reviewDay.day) {
                    if (reviewDay.year != 0) {
                        dataPoint.year = reviewDay.year;
                    }
                    const searchDate = new Date(reviewDay.date).toDateString();
                    let level = (strippedData.levelUps.find(a=>a[1].date==searchDate) || [undefined])[0];
                    // note that we overwrite any previous level label (if you level up and reset on the same day or on consecutive days that are merged)
                    // because we're only interested in the latest label that goes with this data point
                    if (level) {
                        dataPoint.levelUp = level;
                    }
                }
            }
        };

        strippedData.reviewDays.forEach(cookFunction);

        // now we have datapointed the xaxis points properly, now do the same for yaxis points
        var dataPointSeries = new Array(dataPoints.length);
        var xAxisYears = new Array();
        var xAxisLevelUps = new Array();
        var yAxisMaxValue = 0;
        var pointFunction = function(dataPoint) {
            if (dataPoint == null) return;

            dataPointSeries[dataPoint.point] = [0, 0, 0, 0];
            var divider = dataPoint.nrOfDays;
            for (var index = 0; index < dataPointSeries[dataPoint.point].length; index++) {
                if (wlgReverse) {
                    dataPointSeries[dataPoint.point][index] = getArraySum(dataPoint.reviewsPerCategory, index, dataPoint.reviewsPerCategory.length) / dataPoint.nrOfDays;
                }
                else {
                    dataPointSeries[dataPoint.point][index] = getArraySum(dataPoint.reviewsPerCategory, 0, index) / dataPoint.nrOfDays;
                }
            }
            if (wlgReverse) dataPointSeries[dataPoint.point].reverse();

            if (dataPoint.year != 0) {
                xAxisYears.push([ dataPoint.point, dataPoint.year ]);
            }
            if (dataPoint.levelUp != 0) {
                xAxisLevelUps.push([ dataPoint.point, dataPoint.levelUp ]);
            }

            var yValue = dataPoint.reviewsTotal / dataPoint.nrOfDays;
            yAxisMaxValue = Math.max(yValue, yAxisMaxValue);
        };

        dataPoints.forEach(pointFunction);

        var xAxisLabels = new Array();
        xAxisLabels.push({ labelType: labelAll, labels: xAxisYears });
        xAxisLabels.push({ labelType: labelLevel, labels: xAxisLevelUps }); // by going in the array later, the labels overwrite the previous labels

        // drawing color for the series
        var seriesColors = [...categoryColor];
        if (wlgReverse) seriesColors.reverse();

        return { dataPointSeries: dataPointSeries, seriesColors: seriesColors, xAxisLabels: xAxisLabels, yAxisMaxValue: yAxisMaxValue, graphTitle: "Workload - reviews per day" };
    }

    // sums array values from index to index inclusive
    function getArraySum(array, fromIndexIncl, toIndexIncl) {
        if (!array) return 0;
        const minIndex = Math.min(Math.max(0, fromIndexIncl), array.length);
        const maxIndex = Math.min(array.length, toIndexIncl + 1);
        var result = 0;
        for (var index = minIndex; index < maxIndex; index++) {
            result += array[index];
        }
        return result;
    }

    // accumulate reviewdata to data points
    function toLDDataPoints(strippedData) {

        var maxLevel = 0;
        var maxFinder = function(levelList) {
            var reviewMax = levelList.reduce((max, item) => { return ((item && (item.level > max)) ? item.level : max); }, 1);
            if (reviewMax > maxLevel) {
                maxLevel = reviewMax;
            }
        }
        strippedData.reviewsPerLevel.forEach(maxFinder);
        console.log("Scaling for " + maxLevel + " levels");

        var dataPoints = new Array(maxLevel + 1);
        var yAxisMaxValue = 0;
        // convert levels by reset series to reset series by level
        var cookFunction = function(levelList) {
            for (var levelNr = 1; levelNr < dataPoints.length; levelNr++) {
                var seriesLevelInfo = levelList[levelNr];
                if (!dataPoints[levelNr]) dataPoints[levelNr] = new Array();
                if (!seriesLevelInfo) {
                    dataPoints[levelNr].push(0);
                }
                else {
                    var yValue = 100 * seriesLevelInfo.errors / seriesLevelInfo.total; // error percentage per level
                    dataPoints[levelNr].push(yValue);
                    yAxisMaxValue = Math.max(yValue, yAxisMaxValue);
                }
            }
        };

        strippedData.reviewsPerLevel.forEach(cookFunction);
        // reverse the series to draw them in proper order
        dataPoints.forEach(item => item.reverse());

        // x axis labels
        var xAxisLevelUps = new Array();
        for (var i = 1; i <= maxLevel; i++) {
            xAxisLevelUps.push([ i, i ]);
        }
        var xAxisLabels = new Array();
        xAxisLabels.push({ labelType: labelLevel, labels: xAxisLevelUps });

        // drawing color for the series
        var seriesColors = [...resetColors];

        return { dataPointSeries: dataPoints, seriesColors: seriesColors, xAxisLabels: xAxisLabels, yAxisMaxValue: yAxisMaxValue, graphTitle: "Level difficulty - error percentage", seriesOpacity: 0.4 };
    }


    // ---------------------------------------------- //
    // -------------- DISPLAY ----------------------- //
    // ---------------------------------------------- //
    const graphDiv = [
        '<div id="workloadGraph" class="" style="background-color:#f4f4f4; position: fixed; top: 100px; left: 100px; z-index: 1;"></div>',
        '<div id="levelDifficultyGraph" class="hidden" style="background-color:#f4f4f4; position: fixed; top: 100px; left: 100px; z-index: 1;"></div>'
    ];
    const optionDiv = [
        '<div id="workloadGraphOptionsDiv" style="position: absolute; right:20px; top:20%;">'
        + '<span title="Number of days the running average of reviews is calculated over. A higher number leads to a smoother graph">Running average days</span><br/>'
        + '<input id="runningAverageInput" maxlength="4" style="width:100px;"/><p/>'
        + '<button onclick="window.adjustWLGOptions()" style="cursor:pointer;">Redraw</button></div>',

        '<div id="levelDifficultyGraphOptionsDiv" style="position: absolute; right:20px; top:20%;">'
        + '</div>'
    ];
    const optionDivWidth = 180;
    const closeGraphButton = '<button id="closeGraphButton" onclick="window.hideGraph()" title="Close window" style="cursor:pointer; position:absolute; top: 10px; right: 10px; border: 0px;"><i class="icon-minus"></i></button>';
    const toggleGraphButton = '<button id="toggleGraphButton" onclick="window.toggleGraph()" title="Switch graph type" style="cursor:pointer; position:absolute; top: 10px; right: 40px; border: 0px;"><i class="icon-inbox"></i></button>';
    function hideGraph() {
        $('#' + graphs[currentGraph]).addClass('hidden');
    }
    window.hideGraph = hideGraph;
    function toggleGraph() {
        hideGraph();
        currentGraph = (currentGraph + 1) % graphs.length;
        displayGraph();
    }
    window.toggleGraph = toggleGraph;

    // process new options and redraw
    function adjustWLGOptions() {
        var newDays = $('#runningAverageInput')[0].value;
        if (isNaN(newDays)) {
            newDays = 7;
            $('#runningAverageInput')[0].value = 7;
        }
        newDays = parseInt(newDays);
        if (newDays < 1) {
            newDays = 7;
            $('#runningAverageInput')[0].value = 7;
        }
        runningAverageDays = newDays;

        init[currentGraph] = false;
        displayGraph();
    }
    window.adjustWLGOptions = adjustWLGOptions;

    // indicate the user clicked the button by showing the init... pane - and set up all the graph divs
    function displayProgressPane() {
        for (var index = 0; index < graphs.length; index++) {
            $('.srs-progress').before(graphDiv[index]);
            var graphCanvas = document.createElement("canvas");
            graphCanvas.id = graphs[index] + "Canvas";
            graphCanvas.width = 200;
            graphCanvas.height = 200;

            var progressPane = $('#' + graphs[index]);
            progressPane.append(graphCanvas);
        }

        progressPane = $('#' + graphs[currentGraph]);
        progressPane.removeClass('hidden');
        clearGraph("Init..."); // turns out the graph refresh during processing doesn't want to trigger, so we log instead
    }

    // draws a single point on the canvas
    function drawPoint(ctx, toX, toY, xAxisPointSize, fillIndicator, sameValue, firstPointInd) {
        if (fillIndicator || (!firstPointInd && !sameValue)) {
            ctx.lineTo(toX, toY);
        }
        else {
            ctx.moveTo(toX, toY);
        }
        if (xAxisPointSize > 1) {
            toX += xAxisPointSize - 1;
            if (fillIndicator || !sameValue) {
                ctx.lineTo(toX, toY);
            }
            else {
                ctx.moveTo(toX, toY);
            }
        }
    }

    // clears the current graph and optionally adds progress text
    function clearGraph(text) {
        var graphCanvas = $('#' + graphs[currentGraph] + 'Canvas')[0];
        var ctx = graphCanvas.getContext("2d");
        ctx.save();

        ctx.fillStyle="#f4f4f4";
        ctx.fillRect(0, 0, graphCanvas.width, graphCanvas.height);
        ctx.strokeStyle = "#000000";
        ctx.beginPath();
        ctx.rect(0, 0, graphCanvas.width, graphCanvas.height);
        ctx.stroke();

        if (text) {
            ctx.strokeText(text, xAxisPadding, yAxisPadding);
        }

        ctx.restore();
    }

    // translate review datapoints to graph points
    function scaleGraph(dataPoints) {

        // scaling of axes
        var xAxisMaxSize = dataPoints.dataPointSeries.length;
        var xAxisPointSize = 1;
        if (xAxisMaxSize < minWidth) {
            xAxisPointSize = Math.ceil(minWidth / xAxisMaxSize);
            xAxisMaxSize = xAxisPointSize * dataPoints.dataPointSeries.length;
            if (xAxisPointSize > maxPointSize) {
                xAxisPointSize = maxPointSize;
                xAxisMaxSize = minWidth;
            }
        }
        var yAxisMaxSize = Math.ceil(xAxisMaxSize * 9 / 16); // take a standard aspect ratio
        var yScale = 1;
        var decimalPlaces = 2;
        while (yScale < dataPoints.yAxisMaxValue) {
            yScale *=10;
            decimalPlaces--;
        }
        yScale /= 100;
        decimalPlaces = Math.max(0, decimalPlaces);
        var yAxisMaxValue = Math.ceil(dataPoints.yAxisMaxValue * 1.2 / yScale) * yScale; // let the values climb to abou 80% of the graph
        var yAxisPointValue = yAxisMaxValue / yAxisMaxSize; // not an integer

        // scale the y values of the series
        var graphPointSeries = new Array(dataPoints.dataPointSeries.length);
        for (var index = 0; index < dataPoints.dataPointSeries.length; index++) {
            var dataPoint = dataPoints.dataPointSeries[index];
            if (dataPoint == null) continue;
            graphPointSeries[index] = dataPoint.map((a) => (a / yAxisPointValue));
        };

        // yAxis labels
        var nrOfDashes = 3;
        var yIndicatorsPer = Math.ceil(yAxisMaxValue / ((nrOfDashes+1) * yScale)) * yScale;
        var yAxisValues = new Array();
        for (var dash = 1; dash <= nrOfDashes; dash++) {
            yAxisValues.push([ ((yIndicatorsPer * dash) / yAxisPointValue), (yIndicatorsPer * dash).toFixed(decimalPlaces) ]);
        }
        var yAxisLabels = new Array();
        yAxisLabels.push({ labelType: labelAll, labels: yAxisValues });

        // return the accumulated graph data for drawing
        return {
            xAxisMaxSize: xAxisMaxSize,
            xAxisPointSize: xAxisPointSize,
            xAxisLabels: dataPoints.xAxisLabels,
            yAxisMaxSize: yAxisMaxSize,
            yAxisPointValue: yAxisPointValue,
            yAxisLabels: yAxisLabels,
            graphPointSeries: graphPointSeries,
            seriesColors: dataPoints.seriesColors,
            title: dataPoints.graphTitle,
            seriesOpacity: dataPoints.seriesOpacity
        };
    }

    // display the graph on canvas
    function drawGraph(graphData) {

        // resize and empty the canvas for redrawing
        var graphCanvas = $('#' + graphs[currentGraph] + 'Canvas')[0];
        graphCanvas.width = graphData.xAxisMaxSize + 2*xAxisPadding;
        graphCanvas.height = graphData.yAxisMaxSize + 2*yAxisPadding;
        clearGraph();

        var ctx = graphCanvas.getContext("2d");
        if (graphData.graphPointSeries.length < 2) {
            ctx.strokeText("No data", xAxisPadding, yAxisPadding);
            return;
        }
        ctx.save();

        var baseY = graphCanvas.height - yAxisPadding;
        for (var cat = graphData.graphPointSeries[1].length - 1; cat >= 0; cat--) {

            if ((cat > 0) && (graphData.seriesOpacity)) {
                // seriesOpacity is defined only if series beyond the first are 'greyed out'
                ctx.globalAlpha = graphData.seriesOpacity;
            }
            else {
                // first series is always full opacity
                ctx.globalAlpha = 1;
            }

            var currentX = xAxisPadding;
            var colorIndex = cat % graphData.seriesColors.length;

            ctx.fillStyle = graphData.seriesColors[colorIndex];
            ctx.strokeStyle = graphData.seriesColors[colorIndex];
            ctx.beginPath();
            ctx.moveTo(currentX, baseY);
            currentX++;

            // nb: 0th entry is not a point!
            for (var pointIndex = 1; pointIndex < graphData.graphPointSeries.length; pointIndex++) {
                var currentY = baseY - graphData.graphPointSeries[pointIndex][cat];
                var sameValue = (graphData.graphPointSeries[pointIndex][cat] == ((cat > 0) ? graphData.graphPointSeries[pointIndex][cat - 1] : 0));
                drawPoint(ctx, currentX, currentY, graphData.xAxisPointSize, fillInd[currentGraph], sameValue, (pointIndex == 1));
                currentX += graphData.xAxisPointSize;
            }

            if (fillInd[currentGraph]) {
                ctx.lineTo(currentX - 1, baseY);
                ctx.lineTo(xAxisPadding, baseY);
                ctx.fill();
            }
            else {
                ctx.stroke();
            }
        }

        // draw axes
        ctx.strokeStyle = "#000000";
        ctx.beginPath();
        ctx.moveTo(xAxisPadding, baseY);
        ctx.lineTo(xAxisPadding + graphData.xAxisMaxSize, baseY);
        ctx.stroke();
        var middleCorrection = Math.floor(graphData.xAxisPointSize / 2);
        // x axis labels
        var labelColors = [ "#007700", "#000000" ];
        var xColorOffset = labelColors.length - graphData.xAxisLabels.length % labelColors.length;
        for (var index = 0 ; index < graphData.xAxisLabels.length; index++) {
            colorIndex = (xColorOffset + index) % labelColors.length;
            ctx.strokeStyle = labelColors[colorIndex];

            var labelObj = graphData.xAxisLabels[index];
            for (var dashIndex = 0; dashIndex < labelObj.labels.length; dashIndex++) {
                var atX = xAxisPadding + labelObj.labels[dashIndex][0] * graphData.xAxisPointSize - middleCorrection;
                var signalInd = true;
                var override = true;
                if (labelObj.labelType.type == "level") {
                    var levelLabel = parseInt(labelObj.labels[dashIndex][1]);
                    signalInd = (levelLabel % labelObj.labelType.signal == 0);
                    override = (dashIndex > 0) && (levelLabel <= parseInt(labelObj.labels[dashIndex - 1][1]));
                }
                var dashLength = (graphData.xAxisLabels.length - index - 1) * 15;
                ctx.beginPath();
                ctx.moveTo(atX, baseY);
                ctx.lineTo(atX, baseY + dashLength + (signalInd ? 10 : 5));
                ctx.stroke();
                if (signalInd || override) {
                    var labelOffset = (labelObj.labels[dashIndex][1] + "").length * 3;
                    ctx.strokeText(labelObj.labels[dashIndex][1], atX - labelOffset, baseY + dashLength + 20);
                }
            }
        }

        ctx.beginPath();
        ctx.moveTo(xAxisPadding, baseY);
        ctx.lineTo(xAxisPadding, baseY - graphData.yAxisMaxSize);
        ctx.stroke();
        // y axis labels
        var yColorOffset = labelColors.length - graphData.yAxisLabels.length % labelColors.length;
        for (index = 0 ; index < graphData.yAxisLabels.length; index++) {
            colorIndex = (yColorOffset + index) % labelColors.length;
            ctx.strokeStyle = labelColors[colorIndex];

            labelObj = graphData.yAxisLabels[index];
            for (dashIndex = 0; dashIndex < labelObj.labels.length; dashIndex++) {
                var atY = baseY - labelObj.labels[dashIndex][0];
                if (atY < yAxisPadding) break; // no labels above graph size
                signalInd = true;
                override = true;
                if (labelObj.labelType.type == "level") {
                    levelLabel = parseInt(labelObj.labels[dashIndex][1]);
                    signalInd = (levelLabel % labelObj.labelType.signal == 0);
                    override = (dashIndex > 0) && (levelLabel <= parseInt(labelObj.labels[dashIndex - 1][1]));
                }
                dashLength = (graphData.yAxisLabels.length - index - 1) * 30;
                ctx.beginPath();
                ctx.moveTo(xAxisPadding, atY);
                ctx.lineTo(xAxisPadding - dashLength - 5, atY); // no long dashes for signal levels
                ctx.stroke();
                if (signalInd || override) {
                    labelOffset = (labelObj.labels[dashIndex][1] + "").length * 7;
                    ctx.strokeText(labelObj.labels[dashIndex][1], xAxisPadding - labelOffset - 6, atY + 3);
                }
            }
        }

        // title
        ctx.font = "bold 24px Arial, sans-serif";
        ctx.fillStyle="#007700";
        var titleOffset = graphData.title.length * 6;
        ctx.fillText(graphData.title, Math.floor(graphData.xAxisMaxSize / 2) - titleOffset + xAxisPadding, yAxisPadding - 10);
        ctx.restore();

        // complete the graph window
        var currentGraphDiv = $('#' + graphs[currentGraph]);
        currentGraphDiv.css('width', graphCanvas.width + optionDivWidth);

        // allow closing of the graph
        if (!$('#' + graphs[currentGraph] + '#closeGraphButton')[0]) {
            currentGraphDiv.append(closeGraphButton);
        }
        if (!$('#' + graphs[currentGraph] + 'OptionsDiv')[0]) {
            currentGraphDiv.append(optionDiv[currentGraph]);
        }
        // allow toggling of graph type
        if (!$('#' + graphs[currentGraph] + '#toggleGraphButton')[0]) {
            currentGraphDiv.append(toggleGraphButton);
        }
    }

    function consoleLog(obj) {
        $.each(obj, function(key, element) {
            console.log('key: ' + key + ', value: ' + element);
        });
    }


})(window.wkof, window.review_cache);