| 1 | /** |
| 2 | * @license |
| 3 | * Copyright 2013 David Eberlein (david.eberlein@ch.sauter-bc.com) |
| 4 | * MIT-licensed (http://opensource.org/licenses/MIT) |
| 5 | */ |
| 6 | |
| 7 | /** |
| 8 | * @fileoverview This file contains the managment of data handlers |
| 9 | * @author David Eberlein (david.eberlein@ch.sauter-bc.com) |
| 10 | * |
| 11 | * The idea is to define a common, generic data format that works for all data |
| 12 | * structures supported by dygraphs. To make this possible, the DataHandler |
| 13 | * interface is introduced. This makes it possible, that dygraph itself can work |
| 14 | * with the same logic for every data type independent of the actual format and |
| 15 | * the DataHandler takes care of the data format specific jobs. |
| 16 | * DataHandlers are implemented for all data types supported by Dygraphs and |
| 17 | * return Dygraphs compliant formats. |
| 18 | * By default the correct DataHandler is chosen based on the options set. |
| 19 | * Optionally the user may use his own DataHandler (similar to the plugin |
| 20 | * system). |
| 21 | * |
| 22 | * |
| 23 | * The unified data format returend by each handler is defined as so: |
| 24 | * series[n][point] = [x,y,(extras)] |
| 25 | * |
| 26 | * This format contains the common basis that is needed to draw a simple line |
| 27 | * series extended by optional extras for more complex graphing types. It |
| 28 | * contains a primitive x value as first array entry, a primitive y value as |
| 29 | * second array entry and an optional extras object for additional data needed. |
| 30 | * |
| 31 | * x must always be a number. |
| 32 | * y must always be a number, NaN of type number or null. |
| 33 | * extras is optional and must be interpreted by the DataHandler. It may be of |
| 34 | * any type. |
| 35 | * |
| 36 | * In practice this might look something like this: |
| 37 | * default: [x, yVal] |
| 38 | * errorBar / customBar: [x, yVal, [yTopVariance, yBottomVariance] ] |
| 39 | * |
| 40 | */ |
| 41 | /*global Dygraph:false */ |
| 42 | /*global DygraphLayout:false */ |
| 43 | |
| 44 | "use strict"; |
| 45 | |
| 46 | /** |
| 47 | * |
| 48 | * The data handler is responsible for all data specific operations. All of the |
| 49 | * series data it receives and returns is always in the unified data format. |
| 50 | * Initially the unified data is created by the extractSeries method |
| 51 | * @constructor |
| 52 | */ |
| 53 | var DygraphDataHandler = function () { |
| 54 | }; |
| 55 | |
| 56 | var handler = DygraphDataHandler; |
| 57 | |
| 58 | /** |
| 59 | * X-value array index constant for unified data samples. |
| 60 | * @const |
| 61 | * @type {number} |
| 62 | */ |
| 63 | handler.X = 0; |
| 64 | |
| 65 | /** |
| 66 | * Y-value array index constant for unified data samples. |
| 67 | * @const |
| 68 | * @type {number} |
| 69 | */ |
| 70 | handler.Y = 1; |
| 71 | |
| 72 | /** |
| 73 | * Extras-value array index constant for unified data samples. |
| 74 | * @const |
| 75 | * @type {number} |
| 76 | */ |
| 77 | handler.EXTRAS = 2; |
| 78 | |
| 79 | /** |
| 80 | * Extracts one series from the raw data (a 2D array) into an array of the |
| 81 | * unified data format. |
| 82 | * This is where undesirable points (i.e. negative values on log scales and |
| 83 | * missing values through which we wish to connect lines) are dropped. |
| 84 | * TODO(danvk): the "missing values" bit above doesn't seem right. |
| 85 | * |
| 86 | * @param {!Array.<Array>} rawData The raw data passed into dygraphs where |
| 87 | * rawData[i] = [x,ySeries1,...,ySeriesN]. |
| 88 | * @param {!number} seriesIndex Index of the series to extract. All other |
| 89 | * series should be ignored. |
| 90 | * @param {!DygraphOptions} options Dygraph options. |
| 91 | * @return {Array.<[!number,?number,?]>} The series in the unified data format |
| 92 | * where series[i] = [x,y,{extras}]. |
| 93 | */ |
| 94 | handler.prototype.extractSeries = function(rawData, seriesIndex, options) { |
| 95 | }; |
| 96 | |
| 97 | /** |
| 98 | * Converts a series to a Point array. The resulting point array must be |
| 99 | * returned in increasing order of idx property. |
| 100 | * |
| 101 | * @param {!Array.<[!number,?number,?]>} series The series in the unified |
| 102 | * data format where series[i] = [x,y,{extras}]. |
| 103 | * @param {!string} setName Name of the series. |
| 104 | * @param {!number} boundaryIdStart Index offset of the first point, equal to the |
| 105 | * number of skipped points left of the date window minimum (if any). |
| 106 | * @return {!Array.<Dygraph.PointType>} List of points for this series. |
| 107 | */ |
| 108 | handler.prototype.seriesToPoints = function(series, setName, boundaryIdStart) { |
| 109 | // TODO(bhs): these loops are a hot-spot for high-point-count charts. In |
| 110 | // fact, |
| 111 | // on chrome+linux, they are 6 times more expensive than iterating through |
| 112 | // the |
| 113 | // points and drawing the lines. The brunt of the cost comes from allocating |
| 114 | // the |point| structures. |
| 115 | var points = []; |
| 116 | for ( var i = 0; i < series.length; ++i) { |
| 117 | var item = series[i]; |
| 118 | var yraw = item[1]; |
| 119 | var yval = yraw === null ? null : handler.parseFloat(yraw); |
| 120 | var point = { |
| 121 | x : NaN, |
| 122 | y : NaN, |
| 123 | xval : handler.parseFloat(item[0]), |
| 124 | yval : yval, |
| 125 | name : setName, // TODO(danvk): is this really necessary? |
| 126 | idx : i + boundaryIdStart, |
| 127 | canvasx: NaN, // add these so we do not alter the structure later, which slows Chrome |
| 128 | canvasy: NaN, |
| 129 | }; |
| 130 | points.push(point); |
| 131 | } |
| 132 | this.onPointsCreated_(series, points); |
| 133 | return points; |
| 134 | }; |
| 135 | |
| 136 | /** |
| 137 | * Callback called for each series after the series points have been generated |
| 138 | * which will later be used by the plotters to draw the graph. |
| 139 | * Here data may be added to the seriesPoints which is needed by the plotters. |
| 140 | * The indexes of series and points are in sync meaning the original data |
| 141 | * sample for series[i] is points[i]. |
| 142 | * |
| 143 | * @param {!Array.<[!number,?number,?]>} series The series in the unified |
| 144 | * data format where series[i] = [x,y,{extras}]. |
| 145 | * @param {!Array.<Dygraph.PointType>} points The corresponding points passed |
| 146 | * to the plotter. |
| 147 | * @protected |
| 148 | */ |
| 149 | handler.prototype.onPointsCreated_ = function(series, points) { |
| 150 | }; |
| 151 | |
| 152 | /** |
| 153 | * Calculates the rolling average of a data set. |
| 154 | * |
| 155 | * @param {!Array.<[!number,?number,?]>} series The series in the unified |
| 156 | * data format where series[i] = [x,y,{extras}]. |
| 157 | * @param {!number} rollPeriod The number of points over which to average the data |
| 158 | * @param {!DygraphOptions} options The dygraph options. |
| 159 | * @return {!Array.<[!number,?number,?]>} the rolled series. |
| 160 | */ |
| 161 | handler.prototype.rollingAverage = function(series, rollPeriod, options) { |
| 162 | }; |
| 163 | |
| 164 | /** |
| 165 | * Computes the range of the data series (including confidence intervals). |
| 166 | * |
| 167 | * @param {!Array.<[!number,?number,?]>} series The series in the unified |
| 168 | * data format where series[i] = [x, y, {extras}]. |
| 169 | * @param {!Array.<number>} dateWindow The x-value range to display with |
| 170 | * the format: [min, max]. |
| 171 | * @param {!DygraphOptions} options The dygraph options. |
| 172 | * @return {Array.<number>} The low and high extremes of the series in the |
| 173 | * given window with the format: [low, high]. |
| 174 | */ |
| 175 | handler.prototype.getExtremeYValues = function(series, dateWindow, options) { |
| 176 | }; |
| 177 | |
| 178 | /** |
| 179 | * Callback called for each series after the layouting data has been |
| 180 | * calculated before the series is drawn. Here normalized positioning data |
| 181 | * should be calculated for the extras of each point. |
| 182 | * |
| 183 | * @param {!Array.<Dygraph.PointType>} points The points passed to |
| 184 | * the plotter. |
| 185 | * @param {!Object} axis The axis on which the series will be plotted. |
| 186 | * @param {!boolean} logscale Weather or not to use a logscale. |
| 187 | */ |
| 188 | handler.prototype.onLineEvaluated = function(points, axis, logscale) { |
| 189 | }; |
| 190 | |
| 191 | /** |
| 192 | * Optimized replacement for parseFloat, which was way too slow when almost |
| 193 | * all values were type number, with few edge cases, none of which were strings. |
| 194 | * @param {?number} val |
| 195 | * @return {number} |
| 196 | * @protected |
| 197 | */ |
| 198 | handler.parseFloat = function(val) { |
| 199 | // parseFloat(null) is NaN |
| 200 | if (val === null) { |
| 201 | return NaN; |
| 202 | } |
| 203 | |
| 204 | // Assume it's a number or NaN. If it's something else, I'll be shocked. |
| 205 | return val; |
| 206 | }; |
| 207 | |
| 208 | export default DygraphDataHandler; |