1 // Copyright 2006 Dan Vanderkam (danvdk@gmail.com)
2 // All Rights Reserved.
5 * @fileoverview Creates an interactive, zoomable graph based on a CSV file or
6 * string. DateGraph can handle multiple series with or without error bars. The
7 * date/value ranges will be automatically set. DateGraph uses the
8 * <canvas> tag, so it only works in FF1.5+.
9 * @author danvdk@gmail.com (Dan Vanderkam)
12 <div id="graphdiv" style="width:800px; height:500px;"></div>
13 <script type="text/javascript">
14 new DateGraph(document.getElementById("graphdiv"),
16 ["Series 1", "Series 2"],
20 The CSV file is of the form
25 If null is passed as the third parameter (series names), then the first line
26 of the CSV file is assumed to contain names for each series.
28 If the 'errorBars' option is set in the constructor, the input should be of
31 YYYYMMDD,A1,sigmaA1,B1,sigmaB1,...
32 YYYYMMDD,A2,sigmaA2,B2,sigmaB2,...
34 If the 'fractions' option is set, the input should be of the form:
36 YYYYMMDD,A1/B1,A2/B2,...
37 YYYYMMDD,A1/B1,A2/B2,...
39 And error bars will be calculated automatically using a binomial distribution.
41 For further documentation and examples, see http://www/~danvk/dg/
46 * An interactive, zoomable graph
47 * @param {String | Function} file A file containing CSV data or a function that
48 * returns this data. The expected format for each line is
49 * YYYYMMDD,val1,val2,... or, if attrs.errorBars is set,
50 * YYYYMMDD,val1,stddev1,val2,stddev2,...
51 * @param {Array.<String>} labels Labels for the data series
52 * @param {Object} attrs Various other attributes, e.g. errorBars determines
53 * whether the input data contains error ranges.
55 DateGraph
= function(div
, file
, labels
, attrs
) {
56 if (arguments
.length
> 0)
57 this.__init__(div
, file
, labels
, attrs
);
60 DateGraph
.NAME
= "DateGraph";
61 DateGraph
.VERSION
= "1.1";
62 DateGraph
.__repr__
= function() {
63 return "[" + this.NAME
+ " " + this.VERSION
+ "]";
65 DateGraph
.toString
= function() {
66 return this.__repr__();
69 // Various default values
70 DateGraph
.DEFAULT_ROLL_PERIOD
= 1;
71 DateGraph
.DEFAULT_WIDTH
= 480;
72 DateGraph
.DEFAULT_HEIGHT
= 320;
73 DateGraph
.DEFAULT_STROKE_WIDTH
= 1.0;
74 DateGraph
.AXIS_LINE_WIDTH
= 0.3;
77 * Initializes the DateGraph. This creates a new DIV and constructs the PlotKit
78 * and interaction <canvas> inside of it. See the constructor for details
80 * @param {String | Function} file Source data
81 * @param {Array.<String>} labels Names of the data series
82 * @param {Object} attrs Miscellaneous other options
85 DateGraph
.prototype.__init__
= function(div
, file
, labels
, attrs
) {
86 // Copy the important bits into the object
88 this.labels_
= labels
;
90 this.rollPeriod_
= attrs
.rollPeriod
|| DateGraph
.DEFAULT_ROLL_PERIOD
;
91 this.previousVerticalX_
= -1;
92 this.width_
= parseInt(div
.style
.width
, 10);
93 this.height_
= parseInt(div
.style
.height
, 10);
94 this.errorBars_
= attrs
.errorBars
|| false;
95 this.fractions_
= attrs
.fractions
|| false;
96 this.strokeWidth_
= attrs
.strokeWidth
|| DateGraph
.DEFAULT_STROKE_WIDTH
;
97 this.dateWindow_
= attrs
.dateWindow
|| null;
98 this.valueRange_
= attrs
.valueRange
|| null;
99 this.labelsSeparateLines
= attrs
.labelsSeparateLines
|| false;
100 this.labelsDiv_
= attrs
.labelsDiv
|| null;
101 this.labelsKMB_
= attrs
.labelsKMB
|| false;
102 this.minTickSize_
= attrs
.minTickSize
|| 0;
103 this.xValueParser_
= attrs
.xValueParser
|| DateGraph
.prototype.dateParser
;
104 this.xValueFormatter_
= attrs
.xValueFormatter
||
105 DateGraph
.prototype.dateString_
;
106 this.xTicker_
= attrs
.xTicker
|| DateGraph
.prototype.dateTicker
;
107 this.sigma_
= attrs
.sigma
|| 2.0;
108 this.wilsonInterval_
= attrs
.wilsonInterval
|| true;
109 this.customBars_
= attrs
.customBars
|| false;
112 // Make a note of whether labels will be pulled from the CSV file.
113 this.labelsFromCSV_
= (this.labels_
== null);
114 if (this.labels_
== null)
117 // Prototype of the callback is "void clickCallback(event, date)"
118 this.clickCallback_
= attrs
.clickCallback
|| null;
120 // Prototype of zoom callback is "void dragCallback(minDate, maxDate)"
121 this.zoomCallback_
= attrs
.zoomCallback
|| null;
123 // Create the containing DIV and other interactive elements
124 this.createInterface_();
126 // Create the PlotKit grapher
127 this.layoutOptions_
= { 'errorBars': (this.errorBars_
|| this.customBars_
),
128 'xOriginIsZero': false };
129 MochiKit
.Base
.update(this.layoutOptions_
, attrs
);
130 this.setColors_(attrs
);
132 this.layout_
= new DateGraphLayout(this.layoutOptions_
);
134 this.renderOptions_
= { colorScheme
: this.colors_
,
136 strokeWidth
: this.strokeWidth_
,
137 axisLabelFontSize
: 14,
138 axisLineWidth
: DateGraph
.AXIS_LINE_WIDTH
};
139 MochiKit
.Base
.update(this.renderOptions_
, attrs
);
140 this.plotter_
= new DateGraphCanvasRenderer(this.hidden_
, this.layout_
,
141 this.renderOptions_
);
143 this.createStatusMessage_();
144 this.createRollInterface_();
145 this.createDragInterface_();
147 // connect(window, 'onload', this, function(e) { this.start_(); });
152 * Returns the current rolling period, as set by the user or an option.
153 * @return {Number} The number of days in the rolling window
155 DateGraph
.prototype.rollPeriod
= function() {
156 return this.rollPeriod_
;
160 * Generates interface elements for the DateGraph: a containing div, a div to
161 * display the current point, and a textbox to adjust the rolling average
165 DateGraph
.prototype.createInterface_
= function() {
166 // Create the all-enclosing graph div
167 var enclosing
= this.maindiv_
;
169 this.graphDiv
= MochiKit
.DOM
.DIV( { style
: { 'width': this.width_
+ "px",
170 'height': this.height_
+ "px"
172 appendChildNodes(enclosing
, this.graphDiv
);
174 // Create the canvas to store
175 var canvas
= MochiKit
.DOM
.CANVAS
;
176 this.canvas_
= canvas( { style
: { 'position': 'absolute' },
178 height
: this.height_
});
179 appendChildNodes(this.graphDiv
, this.canvas_
);
181 this.hidden_
= this.createPlotKitCanvas_(this.canvas_
);
182 connect(this.hidden_
, 'onmousemove', this, function(e
) { this.mouseMove_(e
) });
183 connect(this.hidden_
, 'onmouseout', this, function(e
) { this.mouseOut_(e
) });
187 * Creates the canvas containing the PlotKit graph. Only plotkit ever draws on
188 * this particular canvas. All DateGraph work is done on this.canvas_.
189 * @param {Object} canvas The DateGraph canvas to over which to overlay the plot
190 * @return {Object} The newly-created canvas
193 DateGraph
.prototype.createPlotKitCanvas_
= function(canvas
) {
194 var h
= document
.createElement("canvas");
195 h
.style
.position
= "absolute";
196 h
.style
.top
= canvas
.style
.top
;
197 h
.style
.left
= canvas
.style
.left
;
198 h
.width
= this.width_
;
199 h
.height
= this.height_
;
200 MochiKit
.DOM
.appendChildNodes(this.graphDiv
, h
);
205 * Generate a set of distinct colors for the data series. This is done with a
206 * color wheel. Saturation/Value are customizable, and the hue is
207 * equally-spaced around the color wheel. If a custom set of colors is
208 * specified, that is used instead.
209 * @param {Object} attrs Various attributes, e.g. saturation and value
212 DateGraph
.prototype.setColors_
= function(attrs
) {
213 var num
= this.labels_
.length
;
216 var sat
= attrs
.colorSaturation
|| 1.0;
217 var val
= attrs
.colorValue
|| 0.5;
218 for (var i
= 1; i
<= num
; i
++) {
219 var hue
= (1.0*i
/(1+num
));
220 this.colors_
.push( MochiKit
.Color
.Color
.fromHSV(hue
, sat
, val
) );
223 for (var i
= 0; i
< num
; i
++) {
224 var colorStr
= attrs
.colors
[i
% attrs
.colors
.length
];
225 this.colors_
.push( MochiKit
.Color
.Color
.fromString(colorStr
) );
231 * Create the div that contains information on the selected point(s)
232 * This goes in the top right of the canvas, unless an external div has already
236 DateGraph
.prototype.createStatusMessage_
= function(){
237 if (!this.labelsDiv_
) {
239 var messagestyle
= { "style": {
240 "position": "absolute",
243 "width": divWidth
+ "px",
245 "left": this.width_
- divWidth
+ "px",
246 "background": "white",
248 "overflow": "hidden"}};
249 this.labelsDiv_
= MochiKit
.DOM
.DIV(messagestyle
);
250 MochiKit
.DOM
.appendChildNodes(this.graphDiv
, this.labelsDiv_
);
255 * Create the text box to adjust the averaging period
256 * @return {Object} The newly-created text box
259 DateGraph
.prototype.createRollInterface_
= function() {
260 var padding
= this.plotter_
.options
.padding
;
261 if (typeof this.attrs_
.showRoller
== 'undefined') {
262 this.attrs_
.showRoller
= false;
264 var display
= this.attrs_
.showRoller
? "block" : "none";
265 var textAttr
= { "type": "text",
267 "value": this.rollPeriod_
,
268 "style": { "position": "absolute",
270 "top": (this.height_
- 25 - padding
.bottom
) + "px",
271 "left": (padding
.left
+1) + "px",
274 var roller
= MochiKit
.DOM
.INPUT(textAttr
);
275 var pa
= this.graphDiv
;
276 MochiKit
.DOM
.appendChildNodes(pa
, roller
);
277 connect(roller
, 'onchange', this,
278 function() { this.adjustRoll(roller
.value
); });
283 * Set up all the mouse handlers needed to capture dragging behavior for zoom
284 * events. Uses MochiKit.Signal to attach all the event handlers.
287 DateGraph
.prototype.createDragInterface_
= function() {
290 // Tracks whether the mouse is down right now
291 var mouseDown
= false;
292 var dragStartX
= null;
293 var dragStartY
= null;
298 // Utility function to convert page-wide coordinates to canvas coords
301 var getX
= function(e
) { return e
.mouse().page
.x
- px
};
302 var getY
= function(e
) { return e
.mouse().page
.y
- py
};
304 // Draw zoom rectangles when the mouse is down and the user moves around
305 connect(this.hidden_
, 'onmousemove', function(event
) {
307 dragEndX
= getX(event
);
308 dragEndY
= getY(event
);
310 self
.drawZoomRect_(dragStartX
, dragEndX
, prevEndX
);
315 // Track the beginning of drag events
316 connect(this.hidden_
, 'onmousedown', function(event
) {
318 px
= PlotKit
.Base
.findPosX(self
.canvas_
);
319 py
= PlotKit
.Base
.findPosY(self
.canvas_
);
320 dragStartX
= getX(event
);
321 dragStartY
= getY(event
);
324 // If the user releases the mouse button during a drag, but not over the
325 // canvas, then it doesn't count as a zooming action.
326 connect(document
, 'onmouseup', this, function(event
) {
334 // Temporarily cancel the dragging event when the mouse leaves the graph
335 connect(this.hidden_
, 'onmouseout', this, function(event
) {
342 // If the mouse is released on the canvas during a drag event, then it's a
343 // zoom. Only do the zoom if it's over a large enough area (>= 10 pixels)
344 connect(this.hidden_
, 'onmouseup', this, function(event
) {
347 dragEndX
= getX(event
);
348 dragEndY
= getY(event
);
349 var regionWidth
= Math
.abs(dragEndX
- dragStartX
);
350 var regionHeight
= Math
.abs(dragEndY
- dragStartY
);
352 if (regionWidth
< 2 && regionHeight
< 2 &&
353 self
.clickCallback_
!= null &&
354 self
.lastx_
!= undefined
) {
355 self
.clickCallback_(event
, new Date(self
.lastx_
));
358 if (regionWidth
>= 10) {
359 self
.doZoom_(Math
.min(dragStartX
, dragEndX
),
360 Math
.max(dragStartX
, dragEndX
));
362 self
.canvas_
.getContext("2d").clearRect(0, 0,
364 self
.canvas_
.height
);
372 // Double-clicking zooms back out
373 connect(this.hidden_
, 'ondblclick', this, function(event
) {
374 self
.dateWindow_
= null;
375 self
.drawGraph_(self
.rawData_
);
376 var minDate
= self
.rawData_
[0][0];
377 var maxDate
= self
.rawData_
[self
.rawData_
.length
- 1][0];
378 if (self
.zoomCallback_
) {
379 self
.zoomCallback_(minDate
, maxDate
);
385 * Draw a gray zoom rectangle over the desired area of the canvas. Also clears
386 * up any previous zoom rectangles that were drawn. This could be optimized to
387 * avoid extra redrawing, but it's tricky to avoid interactions with the status
389 * @param {Number} startX The X position where the drag started, in canvas
391 * @param {Number} endX The current X position of the drag, in canvas coords.
392 * @param {Number} prevEndX The value of endX on the previous call to this
393 * function. Used to avoid excess redrawing
396 DateGraph
.prototype.drawZoomRect_
= function(startX
, endX
, prevEndX
) {
397 var ctx
= this.canvas_
.getContext("2d");
399 // Clean up from the previous rect if necessary
401 ctx
.clearRect(Math
.min(startX
, prevEndX
), 0,
402 Math
.abs(startX
- prevEndX
), this.height_
);
405 // Draw a light-grey rectangle to show the new viewing area
406 if (endX
&& startX
) {
407 ctx
.fillStyle
= "rgba(128,128,128,0.33)";
408 ctx
.fillRect(Math
.min(startX
, endX
), 0,
409 Math
.abs(endX
- startX
), this.height_
);
414 * Zoom to something containing [lowX, highX]. These are pixel coordinates
415 * in the canvas. The exact zoom window may be slightly larger if there are no
416 * data points near lowX or highX. This function redraws the graph.
417 * @param {Number} lowX The leftmost pixel value that should be visible.
418 * @param {Number} highX The rightmost pixel value that should be visible.
421 DateGraph
.prototype.doZoom_
= function(lowX
, highX
) {
422 // Find the earliest and latest dates contained in this canvasx range.
423 var points
= this.layout_
.points
;
426 // Find the nearest [minDate, maxDate] that contains [lowX, highX]
427 for (var i
= 0; i
< points
.length
; i
++) {
428 var cx
= points
[i
].canvasx
;
429 var x
= points
[i
].xval
;
430 if (cx
< lowX
&& (minDate
== null || x
> minDate
)) minDate
= x
;
431 if (cx
> highX
&& (maxDate
== null || x
< maxDate
)) maxDate
= x
;
433 // Use the extremes if either is missing
434 if (minDate
== null) minDate
= points
[0].xval
;
435 if (maxDate
== null) maxDate
= points
[points
.length
-1].xval
;
437 this.dateWindow_
= [minDate
, maxDate
];
438 this.drawGraph_(this.rawData_
);
439 if (this.zoomCallback_
) {
440 this.zoomCallback_(minDate
, maxDate
);
445 * When the mouse moves in the canvas, display information about a nearby data
446 * point and draw dots over those points in the data series. This function
447 * takes care of cleanup of previously-drawn dots.
448 * @param {Object} event The mousemove event from the browser.
451 DateGraph
.prototype.mouseMove_
= function(event
) {
452 var canvasx
= event
.mouse().page
.x
- PlotKit
.Base
.findPosX(this.hidden_
);
453 var points
= this.layout_
.points
;
458 // Loop through all the points and find the date nearest to our current
460 var minDist
= 1e+100;
462 for (var i
= 0; i
< points
.length
; i
++) {
463 var dist
= Math
.abs(points
[i
].canvasx
- canvasx
);
464 if (dist
> minDist
) break;
468 if (idx
>= 0) lastx
= points
[idx
].xval
;
469 // Check that you can really highlight the last day's data
470 if (canvasx
> points
[points
.length
-1].canvasx
)
471 lastx
= points
[points
.length
-1].xval
;
473 // Extract the points we've selected
475 for (var i
= 0; i
< points
.length
; i
++) {
476 if (points
[i
].xval
== lastx
) {
477 selPoints
.push(points
[i
]);
481 // Clear the previously drawn vertical, if there is one
483 var ctx
= this.canvas_
.getContext("2d");
484 if (this.previousVerticalX_
>= 0) {
485 var px
= this.previousVerticalX_
;
486 ctx
.clearRect(px
- circleSize
- 1, 0, 2 * circleSize
+ 2, this.height_
);
489 if (selPoints
.length
> 0) {
490 var canvasx
= selPoints
[0].canvasx
;
492 // Set the status message to indicate the selected point(s)
493 var replace
= this.xValueFormatter_(lastx
) + ":";
494 var clen
= this.colors_
.length
;
495 for (var i
= 0; i
< selPoints
.length
; i
++) {
496 if (this.labelsSeparateLines
) {
499 var point
= selPoints
[i
];
500 replace
+= " <b><font color='" + this.colors_
[i
%clen
].toHexString() + "'>"
501 + point
.name
+ "</font></b>:"
502 + this.round_(point
.yval
, 2);
504 this.labelsDiv_
.innerHTML
= replace
;
506 // Save last x position for callbacks.
509 // Draw colored circles over the center of each selected point
511 for (var i
= 0; i
< selPoints
.length
; i
++) {
513 ctx
.fillStyle
= this.colors_
[i
%clen
].toRGBString();
514 ctx
.arc(canvasx
, selPoints
[i
%clen
].canvasy
, circleSize
, 0, 360, false);
519 this.previousVerticalX_
= canvasx
;
524 * The mouse has left the canvas. Clear out whatever artifacts remain
525 * @param {Object} event the mouseout event from the browser.
528 DateGraph
.prototype.mouseOut_
= function(event
) {
529 // Get rid of the overlay data
530 var ctx
= this.canvas_
.getContext("2d");
531 ctx
.clearRect(0, 0, this.width_
, this.height_
);
532 this.labelsDiv_
.innerHTML
= "";
536 * Return a string version of the hours, minutes and seconds portion of a date.
537 * @param {Number} date The JavaScript date (ms since epoch)
538 * @return {String} A time of the form "HH:MM:SS"
541 DateGraph
.prototype.hmsString_
= function(date
) {
542 var zeropad
= function(x
) {
543 if (x
< 10) return "0" + x
; else return "" + x
;
545 var d
= new Date(date
);
546 if (d
.getSeconds()) {
547 return zeropad(d
.getHours()) + ":" +
548 zeropad(d
.getMinutes()) + ":" +
549 zeropad(d
.getSeconds());
550 } else if (d
.getMinutes()) {
551 return zeropad(d
.getHours()) + ":" + zeropad(d
.getMinutes());
553 return zeropad(d
.getHours());
558 * Convert a JS date (millis since epoch) to YYYY/MM/DD
559 * @param {Number} date The JavaScript date (ms since epoch)
560 * @return {String} A date of the form "YYYY/MM/DD"
563 DateGraph
.prototype.dateString_
= function(date
) {
564 var zeropad
= function(x
) {
565 if (x
< 10) return "0" + x
; else return "" + x
;
567 var d
= new Date(date
);
570 var year
= "" + d
.getFullYear();
571 // Get a 0 padded month string
572 var month
= zeropad(d
.getMonth() + 1); //months are 0-offset, sigh
573 // Get a 0 padded day string
574 var day
= zeropad(d
.getDate());
577 var frac
= d
.getHours() * 3600 + d
.getMinutes() * 60 + d
.getSeconds();
578 if (frac
) ret
= " " + this.hmsString_(date
);
580 return year
+ "/" + month + "/" + day
+ ret
;
584 * Round a number to the specified number of digits past the decimal point.
585 * @param {Number} num The number to round
586 * @param {Number} places The number of decimals to which to round
587 * @return {Number} The rounded number
590 DateGraph
.prototype.round_
= function(num
, places
) {
591 var shift
= Math
.pow(10, places
);
592 return Math
.round(num
* shift
)/shift
;
596 * Fires when there's data available to be graphed.
597 * @param {String} data Raw CSV data to be plotted
600 DateGraph
.prototype.loadedEvent_
= function(data
) {
601 this.rawData_
= this.parseCSV_(data
);
602 this.drawGraph_(this.rawData_
);
605 DateGraph
.prototype.months
= ["Jan", "Feb", "Mar", "Apr", "May", "Jun",
606 "Jul", "Aug", "Sep", "Oct", "Nov", "Dec"];
607 DateGraph
.prototype.quarters
= ["Jan", "Apr", "Jul", "Oct"];
610 * Add ticks on the x-axis representing years, months, quarters, weeks, or days
613 DateGraph
.prototype.addXTicks_
= function() {
614 // Determine the correct ticks scale on the x-axis: quarterly, monthly, ...
615 var startDate
, endDate
;
616 if (this.dateWindow_
) {
617 startDate
= this.dateWindow_
[0];
618 endDate
= this.dateWindow_
[1];
620 startDate
= this.rawData_
[0][0];
621 endDate
= this.rawData_
[this.rawData_
.length
- 1][0];
624 var xTicks
= this.xTicker_(startDate
, endDate
);
625 this.layout_
.updateOptions({xTicks
: xTicks
});
629 * Add ticks to the x-axis based on a date range.
630 * @param {Number} startDate Start of the date window (millis since epoch)
631 * @param {Number} endDate End of the date window (millis since epoch)
632 * @return {Array.<Object>} Array of {label, value} tuples.
635 DateGraph
.prototype.dateTicker
= function(startDate
, endDate
) {
636 var ONE_DAY
= 24*60*60*1000;
637 startDate
= startDate
/ ONE_DAY
;
638 endDate
= endDate
/ ONE_DAY
;
639 var dateSpan
= endDate
- startDate
;
642 var isMonthly
= false;
644 if (dateSpan
> 30 * 366) { // decadal
648 } else if (dateSpan
> 4*366) { // annual
651 } else if (dateSpan
> 366) { // quarterly
652 scale
= this.quarters
;
654 } else if (dateSpan
> 40) { // monthly
657 } else if (dateSpan
> 10) { // weekly
658 for (var week
= startDate
- 14; week
< endDate
+ 14; week
+= 7) {
659 scale
.push(week
* ONE_DAY
);
661 } else if (dateSpan
> 1) { // daily
662 for (var day
= startDate
- 14; day
< endDate
+ 14; day
+= 1) {
663 scale
.push(day
* ONE_DAY
);
666 for (var hour
= Math
.floor(startDate
- 1) * 24;
667 hour
< (endDate
+ 1) * 24; hour
+= 1) {
668 scale
.push(hour
* 60*60*1000);
675 var startYear
= 1900 + (new Date(startDate
* ONE_DAY
)).getYear();
676 var endYear
= 1900 + (new Date(endDate
* ONE_DAY
)).getYear();
677 for (var i
= startYear
; i
<= endYear
; i
++) {
678 if (i
% yearMod
!= 0) continue;
679 for (var j
= 0; j
< scale
.length
; j
++ ) {
680 var date
= Date
.parse(scale
[j
] + " 1, " + i
);
681 xTicks
.push( {label
: scale
[j
] + "'" + ("" + i
).substr(2,2), v
: date
} );
685 for (var i
= 0; i
< scale
.length
; i
++) {
686 // TODO(danvk): this is _gross_. Unify all this with dateString_.
687 var d
= new Date(scale
[i
]);
688 var frac
= d
.getHours() * 3600 + d
.getMinutes() * 60 + d
.getSeconds();
691 var year
= d
.getFullYear().toString();
692 var label
= this.months
[d
.getMonth()] + d
.getDate();
693 label
+= "'" + year
.substr(year
.length
- 2, 2);
695 label
= this.hmsString_(d
);
697 xTicks
.push( {label
: label
, v
: d
} );
704 * Add ticks when the x axis has numbers on it (instead of dates)
705 * @param {Number} startDate Start of the date window (millis since epoch)
706 * @param {Number} endDate End of the date window (millis since epoch)
707 * @return {Array.<Object>} Array of {label, value} tuples.
710 DateGraph
.prototype.numericTicks
= function(minV
, maxV
) {
715 scale
= Math
.pow( 10, Math
.floor(Math
.log(maxV
)/Math
.log(10.0)) );
718 // Add a smallish number of ticks at human-friendly points
719 var nTicks
= (maxV
- minV
) / scale
;
720 while (2 * nTicks
< 20) {
723 if ((maxV
- minV
) / nTicks
< this.minTickSize_
) {
724 nTicks
= this.round_((maxV
- minV
) / this.minTickSize_
, 1);
727 // Construct labels for the ticks
729 for (var i
= 0; i
<= nTicks
; i
++) {
730 var tickV
= minV
+ i
* (maxV
- minV
) / nTicks
;
731 var label
= this.round_(tickV
, 2);
732 if (this.labelsKMB_
) {
734 if (tickV
>= k
*k
*k
) {
735 label
= this.round_(tickV
/(k
*k
*k
), 1) + "B";
736 } else if (tickV
>= k
*k
) {
737 label
= this.round_(tickV
/(k
*k
), 1) + "M";
738 } else if (tickV
>= k
) {
739 label
= this.round_(tickV
/k
, 1) + "K";
742 ticks
.push( {label
: label
, v
: tickV
} );
748 * Adds appropriate ticks on the y-axis
749 * @param {Number} minY The minimum Y value in the data set
750 * @param {Number} maxY The maximum Y value in the data set
753 DateGraph
.prototype.addYTicks_
= function(minY
, maxY
) {
754 // Set the number of ticks so that the labels are human-friendly.
755 var ticks
= this.numericTicks(minY
, maxY
);
756 this.layout_
.updateOptions( { yAxis
: [minY
, maxY
],
761 * Update the graph with new data. Data is in the format
762 * [ [date1, val1, val2, ...], [date2, val1, val2, ...] if errorBars=false
763 * or, if errorBars=true,
764 * [ [date1, [val1,stddev1], [val2,stddev2], ...], [date2, ...], ...]
765 * @param {Array.<Object>} data The data (see above)
768 DateGraph
.prototype.drawGraph_
= function(data
) {
770 this.layout_
.removeAllDatasets();
771 // Loop over all fields in the dataset
772 for (var i
= 1; i
< data
[0].length
; i
++) {
774 for (var j
= 0; j
< data
.length
; j
++) {
775 var date
= data
[j
][0];
776 series
[j
] = [date
, data
[j
][i
]];
778 series
= this.rollingAverage(series
, this.rollPeriod_
);
780 // Prune down to the desired range, if necessary (for zooming)
781 var bars
= this.errorBars_
|| this.customBars_
;
782 if (this.dateWindow_
) {
783 var low
= this.dateWindow_
[0];
784 var high
= this.dateWindow_
[1];
786 for (var k
= 0; k
< series
.length
; k
++) {
787 if (series
[k
][0] >= low
&& series
[k
][0] <= high
) {
788 pruned
.push(series
[k
]);
789 var y
= bars
? series
[k
][1][0] : series
[k
][1];
790 if (maxY
== null || y
> maxY
) maxY
= y
;
795 for (var j
= 0; j
< series
.length
; j
++) {
796 var y
= bars
? series
[j
][1][0] : series
[j
][1];
797 if (maxY
== null || y
> maxY
) {
798 maxY
= bars
? y
+ series
[j
][1][1] : y
;
805 for (var j
=0; j
<series
.length
; j
++)
806 vals
[j
] = [series
[j
][0],
807 series
[j
][1][0], series
[j
][1][1], series
[j
][1][2]];
808 this.layout_
.addDataset(this.labels_
[i
- 1], vals
);
810 this.layout_
.addDataset(this.labels_
[i
- 1], series
);
814 // Use some heuristics to come up with a good maxY value, unless it's been
815 // set explicitly by the user.
816 if (this.valueRange_
!= null) {
817 this.addYTicks_(this.valueRange_
[0], this.valueRange_
[1]);
819 // Add some padding and round up to an integer to be human-friendly.
821 if (maxY
<= 0.0) maxY
= 1.0;
823 var scale
= Math
.pow(10, Math
.floor(Math
.log(maxY
) / Math
.log(10.0)));
824 maxY
= scale
* Math
.ceil(maxY
/ scale
);
826 this.addYTicks_(0, maxY
);
831 // Tell PlotKit to use this new data and render itself
832 this.layout_
.evaluateWithError();
833 this.plotter_
.clear();
834 this.plotter_
.render();
835 this.canvas_
.getContext('2d').clearRect(0, 0,
836 this.canvas_
.width
, this.canvas_
.height
);
840 * Calculates the rolling average of a data set.
841 * If originalData is [label, val], rolls the average of those.
842 * If originalData is [label, [, it's interpreted as [value, stddev]
843 * and the roll is returned in the same form, with appropriately reduced
844 * stddev for each value.
845 * Note that this is where fractional input (i.e. '5/10') is converted into
847 * @param {Array} originalData The data in the appropriate format (see above)
848 * @param {Number} rollPeriod The number of days over which to average the data
850 DateGraph
.prototype.rollingAverage
= function(originalData
, rollPeriod
) {
851 if (originalData
.length
< 2)
853 var rollPeriod
= Math
.min(rollPeriod
, originalData
.length
- 1);
854 var rollingData
= [];
855 var sigma
= this.sigma_
;
857 if (this.fractions_
) {
859 var den
= 0; // numerator/denominator
861 for (var i
= 0; i
< originalData
.length
; i
++) {
862 num
+= originalData
[i
][1][0];
863 den
+= originalData
[i
][1][1];
864 if (i
- rollPeriod
>= 0) {
865 num
-= originalData
[i
- rollPeriod
][1][0];
866 den
-= originalData
[i
- rollPeriod
][1][1];
869 var date
= originalData
[i
][0];
870 var value
= den
? num
/ den
: 0.0;
871 if (this.errorBars_
) {
872 if (this.wilsonInterval_
) {
873 // For more details on this confidence interval, see:
874 // http://en.wikipedia.org/wiki
/Binomial_confidence_interval
876 var p
= value
< 0 ? 0 : value
, n
= den
;
877 var pm
= sigma
* Math
.sqrt(p
*(1-p
)/n + sigma*sigma/(4*n
*n
));
878 var denom
= 1 + sigma
* sigma
/ den
;
879 var low
= (p
+ sigma
* sigma
/ (2 * den) - pm) / denom
;
880 var high
= (p
+ sigma
* sigma
/ (2 * den) + pm) / denom
;
881 rollingData
[i
] = [date
,
882 [p
* mult
, (p
- low
) * mult
, (high
- p
) * mult
]];
884 rollingData
[i
] = [date
, [0, 0, 0]];
887 var stddev
= den
? sigma
* Math
.sqrt(value
* (1 - value
) / den
) : 1.0;
888 rollingData
[i
] = [date
, [mult
* value
, mult
* stddev
, mult
* stddev
]];
891 rollingData
[i
] = [date
, mult
* value
];
894 } else if (this.customBars_
) {
899 for (var i
= 0; i
< originalData
.length
; i
++) {
900 var data
= originalData
[i
][1];
902 rollingData
[i
] = [originalData
[i
][0], [y
, y
- data
[0], data
[2] - y
]];
908 if (i
- rollPeriod
>= 0) {
909 var prev
= originalData
[i
- rollPeriod
];
915 rollingData
[i
] = [originalData
[i
][0], [ 1.0 * mid
/ count
,
916 1.0 * (mid
- low
) / count
,
917 1.0 * (high
- mid
) / count
]];
920 // Calculate the rolling average for the first rollPeriod - 1 points where
921 // there is not enough data to roll over the full number of days
922 var num_init_points
= Math
.min(rollPeriod
- 1, originalData
.length
- 2);
923 if (!this.errorBars_
){
924 for (var i
= 0; i
< num_init_points
; i
++) {
926 for (var j
= 0; j
< i
+ 1; j
++)
927 sum
+= originalData
[j
][1];
928 rollingData
[i
] = [originalData
[i
][0], sum
/ (i
+ 1)];
930 // Calculate the rolling average for the remaining points
931 for (var i
= Math
.min(rollPeriod
- 1, originalData
.length
- 2);
932 i
< originalData
.length
;
935 for (var j
= i
- rollPeriod
+ 1; j
< i
+ 1; j
++)
936 sum
+= originalData
[j
][1];
937 rollingData
[i
] = [originalData
[i
][0], sum
/ rollPeriod
];
940 for (var i
= 0; i
< num_init_points
; i
++) {
943 for (var j
= 0; j
< i
+ 1; j
++) {
944 sum
+= originalData
[j
][1][0];
945 variance
+= Math
.pow(originalData
[j
][1][1], 2);
947 var stddev
= Math
.sqrt(variance
)/(i
+1);
948 rollingData
[i
] = [originalData
[i
][0],
949 [sum
/(i
+1), sigma
* stddev
, sigma
* stddev
]];
951 // Calculate the rolling average for the remaining points
952 for (var i
= Math
.min(rollPeriod
- 1, originalData
.length
- 2);
953 i
< originalData
.length
;
957 for (var j
= i
- rollPeriod
+ 1; j
< i
+ 1; j
++) {
958 sum
+= originalData
[j
][1][0];
959 variance
+= Math
.pow(originalData
[j
][1][1], 2);
961 var stddev
= Math
.sqrt(variance
) / rollPeriod
;
962 rollingData
[i
] = [originalData
[i
][0],
963 [sum
/ rollPeriod
, sigma
* stddev
, sigma
* stddev
]];
972 * Parses a date, returning the number of milliseconds since epoch. This can be
973 * passed in as an xValueParser in the DateGraph constructor.
974 * @param {String} A date in YYYYMMDD format.
975 * @return {Number} Milliseconds since epoch.
978 DateGraph
.prototype.dateParser
= function(dateStr
) {
980 if (dateStr
.length
== 10 && dateStr
.search("-") != -1) { // e.g. '2009-07-12'
981 dateStrSlashed
= dateStr
.replace("-", "/", "g");
982 while (dateStrSlashed
.search("-") != -1) {
983 dateStrSlashed
= dateStrSlashed
.replace("-", "/");
985 return Date
.parse(dateStrSlashed
);
986 } else if (dateStr
.length
== 8) { // e.g. '20090712'
987 dateStrSlashed
= dateStr
.substr(0,4) + "/" + dateStr
.substr(4,2)
988 + "/" + dateStr
.substr(6,2);
989 return Date
.parse(dateStrSlashed
);
991 // Any format that Date.parse will accept, e.g. "2009/07/12" or
992 // "2009/07/12 12:34:56"
993 return Date
.parse(dateStr
);
998 * Parses a string in a special csv format. We expect a csv file where each
999 * line is a date point, and the first field in each line is the date string.
1000 * We also expect that all remaining fields represent series.
1001 * if this.errorBars_ is set, then interpret the fields as:
1002 * date, series1, stddev1, series2, stddev2, ...
1003 * @param {Array.<Object>} data See above.
1006 DateGraph
.prototype.parseCSV_
= function(data
) {
1008 var lines
= data
.split("\n");
1009 var start
= this.labelsFromCSV_
? 1 : 0;
1010 if (this.labelsFromCSV_
) {
1011 var labels
= lines
[0].split(",");
1012 labels
.shift(); // a "date" parameter is assumed.
1013 this.labels_
= labels
;
1014 // regenerate automatic colors.
1015 this.setColors_(this.attrs_
);
1016 this.renderOptions_
.colorScheme
= this.colors_
;
1017 MochiKit
.Base
.update(this.plotter_
.options
, this.renderOptions_
);
1018 MochiKit
.Base
.update(this.layoutOptions_
, this.attrs_
);
1021 for (var i
= start
; i
< lines
.length
; i
++) {
1022 var line
= lines
[i
];
1023 if (line
.length
== 0) continue; // skip blank lines
1024 var inFields
= line
.split(',');
1025 if (inFields
.length
< 2)
1029 fields
[0] = this.xValueParser_(inFields
[0]);
1031 // If fractions are expected, parse the numbers as "A/B
"
1032 if (this.fractions_) {
1033 for (var j = 1; j < inFields.length; j++) {
1034 // TODO(danvk): figure out an appropriate way to flag parse errors.
1035 var vals = inFields[j].split("/");
1036 fields[j] = [parseFloat(vals[0]), parseFloat(vals[1])];
1038 } else if (this.errorBars_) {
1039 // If there are error bars, values are (value, stddev) pairs
1040 for (var j = 1; j < inFields.length; j += 2)
1041 fields[(j + 1) / 2] = [parseFloat(inFields[j]),
1042 parseFloat(inFields[j + 1])];
1043 } else if (this.customBars_) {
1044 // Bars are a low;center;high tuple
1045 for (var j = 1; j < inFields.length; j++) {
1046 var vals = inFields[j].split(";");
1047 fields[j] = [ parseFloat(vals[0]),
1048 parseFloat(vals[1]),
1049 parseFloat(vals[2]) ];
1052 // Values are just numbers
1053 for (var j = 1; j < inFields.length; j++)
1054 fields[j] = parseFloat(inFields[j]);
1062 * Parses a DataTable object from gviz.
1063 * The data is expected to have a first column that is either a date or a
1064 * number. All subsequent columns must be numbers. If there is a clear mismatch
1065 * between this.xValueParser_ and the type of the first column, it will be
1066 * fixed. Returned value is in the same format as return value of parseCSV_.
1067 * @param {Array.<Object>} data See above.
1070 DateGraph.prototype.parseDataTable_ = function(data) {
1071 var cols = data.getNumberOfColumns();
1072 var rows = data.getNumberOfRows();
1074 // Read column labels
1076 for (var i = 0; i < cols; i++) {
1077 labels.push(data.getColumnLabel(i));
1079 labels.shift(); // a "date
" parameter is assumed.
1080 this.labels_ = labels;
1081 // regenerate automatic colors.
1082 this.setColors_(this.attrs_);
1083 this.renderOptions_.colorScheme = this.colors_;
1084 MochiKit.Base.update(this.plotter_.options, this.renderOptions_);
1085 MochiKit.Base.update(this.layoutOptions_, this.attrs_);
1087 // Assume column 1 is a date type for now.
1088 if (data.getColumnType(0) != 'date') {
1089 alert("only date type is support
for column
1 of DataTable input
.");
1094 for (var i = 0; i < rows; i++) {
1096 row.push(data.getValue(i, 0).getTime());
1097 for (var j = 1; j < cols; j++) {
1098 row.push(data.getValue(i, j));
1106 * Get the CSV data. If it's in a function, call that function. If it's in a
1107 * file, do an XMLHttpRequest to get it.
1110 DateGraph.prototype.start_ = function() {
1111 if (typeof this.file_ == 'function') {
1112 // Stubbed out to allow this to run off a filesystem
1113 this.loadedEvent_(this.file_());
1114 } else if (typeof this.file_ == 'object' &&
1115 typeof this.file_.getColumnRange == 'function') {
1116 // must be a DataTable from gviz.
1117 this.rawData_ = this.parseDataTable_(this.file_);
1118 this.drawGraph_(this.rawData_);
1120 var req = new XMLHttpRequest();
1122 req.onreadystatechange = function () {
1123 if (req.readyState == 4) {
1124 if (req.status == 200) {
1125 caller.loadedEvent_(req.responseText);
1130 req.open("GET
", this.file_, true);
1136 * Changes various properties of the graph. These can include:
1138 * <li>file: changes the source data for the graph</li>
1139 * <li>errorBars: changes whether the data contains stddev</li>
1141 * @param {Object} attrs The new properties and values
1143 DateGraph.prototype.updateOptions = function(attrs) {
1144 if (attrs.errorBars) {
1145 this.errorBars_ = attrs.errorBars;
1147 if (attrs.customBars) {
1148 this.customBars_ = attrs.customBars;
1150 if (attrs.strokeWidth) {
1151 this.strokeWidth_ = attrs.strokeWidth;
1153 if (attrs.rollPeriod) {
1154 this.rollPeriod_ = attrs.rollPeriod;
1156 if (attrs.dateWindow) {
1157 this.dateWindow_ = attrs.dateWindow;
1159 if (attrs.valueRange) {
1160 this.valueRange_ = attrs.valueRange;
1162 if (attrs.minTickSize) {
1163 this.minTickSize_ = attrs.minTickSize;
1165 if (typeof(attrs.labels) != 'undefined') {
1166 this.labels_ = attrs.labels;
1167 this.labelsFromCSV_ = (attrs.labels == null);
1169 this.layout_.updateOptions({ 'errorBars': this.errorBars_ });
1170 if (attrs['file'] && attrs['file'] != this.file_) {
1171 this.file_ = attrs['file'];
1174 this.drawGraph_(this.rawData_);
1179 * Adjusts the number of days in the rolling average. Updates the graph to
1180 * reflect the new averaging period.
1181 * @param {Number} length Number of days over which to average the data.
1183 DateGraph.prototype.adjustRoll = function(length) {
1184 this.rollPeriod_ = length;
1185 this.drawGraph_(this.rawData_);
1190 * A wrapper around DateGraph that implements the gviz API.
1191 * @param {Object} container The DOM object the visualization should live in.
1193 DateGraph.GVizChart = function(container) {
1194 this.container = container;
1197 DateGraph.GVizChart.prototype.draw = function(data, options) {
1198 this.container.innerHTML = '';
1199 this.date_graph = new DateGraph(this.container, data, null, options || {});