1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
|
import { Checkbox } from '@mui/material';
import { ColorPicker, EditableText, Size, Type } from 'browndash-components';
import * as d3 from 'd3';
import { action, computed, IReactionDisposer, makeObservable, observable, reaction } from 'mobx';
import { observer } from 'mobx-react';
import * as React from 'react';
import { FaFillDrip } from 'react-icons/fa';
import { Doc, NumListCast, StrListCast } from '../../../../../fields/Doc';
import { List } from '../../../../../fields/List';
import { listSpec } from '../../../../../fields/Schema';
import { Cast, DocCast, StrCast } from '../../../../../fields/Types';
import { Docs } from '../../../../documents/Documents';
import { undoable } from '../../../../util/UndoManager';
import { PinProps, PresBox } from '../../trails';
import './Chart.scss';
import { ObservableReactComponent } from '../../../ObservableReactComponent';
export interface PieChartProps {
Document: Doc;
layoutDoc: Doc;
axes: string[];
records: { [key: string]: any }[];
width: number;
height: number;
dataDoc: Doc;
fieldKey: string;
margin: {
top: number;
right: number;
bottom: number;
left: number;
};
}
@observer
export class PieChart extends ObservableReactComponent<PieChartProps> {
private _disposers: { [key: string]: IReactionDisposer } = {};
private _piechartRef: React.RefObject<HTMLDivElement> = React.createRef();
private _piechartSvg: d3.Selection<SVGGElement, unknown, null, undefined> | undefined;
private curSliceSelected: any = undefined; // d3 data of selected slice
private selectedData: any = undefined; // Selection of selected slice
private hoverOverData: any = undefined; // Selection of slice being hovered over
@observable _currSelected: any | undefined = undefined; // Object of selected slice
constructor(props: any) {
super(props);
makeObservable(this);
}
@computed get _tableDataIds() {
return !this.parentViz ? this._props.records.map((rec, i) => i) : NumListCast(this.parentViz.dataViz_selectedRows);
}
// returns all the data records that will be rendered by only returning those records that have been selected by the parent visualization (or all records if there is no parent)
@computed get _tableData() {
return !this.parentViz ? this._props.records : this._tableDataIds.map(rowId => this._props.records[rowId]);
}
// organized by specified number percentages/ratios if one column is selected and it contains numbers
// otherwise, assume data is organized by categories
@computed get byCategory() {
return !/\d/.test(this._props.records[0][this._props.axes[0]]) || this._props.layoutDoc.dataViz_pie_asHistogram;
}
// filters all data to just display selected data if brushed (created from an incoming link)
@computed get _pieChartData() {
if (this._props.axes.length < 1) return [];
const ax0 = this._props.axes[0];
if (this._props.axes.length < 2) {
return this._tableData.map(record => ({ [ax0]: record[this._props.axes[0]] }));
}
const ax1 = this._props.axes[1];
return this._tableData.map(record => ({ [ax0]: record[this._props.axes[0]], [ax1]: record[this._props.axes[1]] }));
}
@computed get defaultGraphTitle() {
var ax0 = this._props.axes[0];
var ax1 = this._props.axes.length > 1 ? this._props.axes[1] : undefined;
if (this._props.axes.length < 2 || !/\d/.test(this._props.records[0][ax0]) || !ax1) {
return ax0 + ' Pie Chart';
}
return ax1 + ' by ' + ax0 + ' Pie Chart';
}
@computed get parentViz() {
return DocCast(this._props.Document.dataViz_parentViz);
// return LinkManager.Instance.getAllRelatedLinks(this._props.Document) // out of all links
// .filter(link => link.link_anchor_1 == this._props.Document.dataViz_parentViz) // get links where this chart doc is the target of the link
// .map(link => DocCast(link.link_anchor_1)); // then return the source of the link
}
componentWillUnmount() {
Array.from(Object.keys(this._disposers)).forEach(key => this._disposers[key]());
}
componentDidMount = () => {
this._disposers.chartData = reaction(
() => ({ dataSet: this._pieChartData, w: this.width, h: this.height }),
({ dataSet, w, h }) => dataSet!.length > 0 && this.drawChart(dataSet, w, h),
{ fireImmediately: true }
);
};
@action
restoreView = (data: Doc) => {};
// create a document anchor that stores whatever is needed to reconstruct the viewing state (selection,zoom,etc)
getAnchor = (pinProps?: PinProps) => {
const anchor = Docs.Create.ConfigDocument({
//
title: 'piechart doc selection' + this._currSelected,
});
PresBox.pinDocView(anchor, { pinDocLayout: pinProps?.pinDocLayout, pinData: pinProps?.pinData }, this._props.Document);
return anchor;
};
@computed get height() {
return this._props.height - this._props.margin.top - this._props.margin.bottom;
}
@computed get width() {
return this._props.width - this._props.margin.left - this._props.margin.right;
}
// cleans data by converting numerical data to numbers and taking out empty cells
data = (dataSet: any) => {
const validData = dataSet.filter((d: { [x: string]: unknown }) => !Object.keys(dataSet[0]).some(key => !d[key] || Number.isNaN(d[key])));
const field = dataSet[0] ? Object.keys(dataSet[0])[0] : undefined;
return !field
? undefined
: validData.map((d: { [x: string]: any }) =>
this.byCategory
? d[field] //
: +d[field].replace(/\$/g, '').replace(/\%/g, '').replace(/\#/g, '').replace(/\</g, '')
);
};
// outlines the slice selected / hovered over
highlightSelectedSlice = (changeSelectedVariables: boolean, svg: any, arc: any, radius: any, pointer: any, pieDataSet: any) => {
var index = -1;
var sameAsCurrent: boolean;
const selected = svg.selectAll('.slice').filter((d: any) => {
index++;
var p1 = [0, 0]; // center of pie
var p3 = [arc.centroid(d)[0] * 2, arc.centroid(d)[1] * 2]; // outward peak of arc
var p2 = [radius * Math.sin(d.startAngle), -radius * Math.cos(d.startAngle)]; // start of arc
var p4 = [radius * Math.sin(d.endAngle), -radius * Math.cos(d.endAngle)]; // end of arc
// draw an imaginary horizontal line from the pointer to see how many times it crosses a slice edge
var lineCrossCount = 0;
// if for all 4 lines
if (Math.min(p1[1], p2[1]) <= pointer[1] && pointer[1] <= Math.max(p1[1], p2[1])) {
// within y bounds
if (pointer[0] <= ((pointer[1] - p1[1]) * (p2[0] - p1[0])) / (p2[1] - p1[1]) + p1[0]) lineCrossCount++;
} // intercepts x
if (Math.min(p2[1], p3[1]) <= pointer[1] && pointer[1] <= Math.max(p2[1], p3[1])) {
if (pointer[0] <= ((pointer[1] - p2[1]) * (p3[0] - p2[0])) / (p3[1] - p2[1]) + p2[0]) lineCrossCount++;
}
if (Math.min(p3[1], p4[1]) <= pointer[1] && pointer[1] <= Math.max(p3[1], p4[1])) {
if (pointer[0] <= ((pointer[1] - p3[1]) * (p4[0] - p3[0])) / (p4[1] - p3[1]) + p3[0]) lineCrossCount++;
}
if (Math.min(p4[1], p1[1]) <= pointer[1] && pointer[1] <= Math.max(p4[1], p1[1])) {
if (pointer[0] <= ((pointer[1] - p4[1]) * (p1[0] - p4[0])) / (p1[1] - p4[1]) + p4[0]) lineCrossCount++;
}
if (lineCrossCount % 2 != 0) {
// inside the slice of it crosses an odd number of edges
var showSelected = this.byCategory ? pieDataSet[index] : this._pieChartData[index];
if (changeSelectedVariables) {
// for when a bar is selected - not just hovered over
sameAsCurrent = this._currSelected
? showSelected[Object.keys(showSelected)[0]] == this._currSelected![Object.keys(showSelected)[0]] && showSelected[Object.keys(showSelected)[1]] == this._currSelected![Object.keys(showSelected)[1]]
: this._currSelected === showSelected;
this._currSelected = sameAsCurrent ? undefined : showSelected;
this.selectedData = sameAsCurrent ? undefined : d;
} else this.hoverOverData = d;
return true;
}
return false;
});
if (changeSelectedVariables) {
if (sameAsCurrent!) this.curSliceSelected = undefined;
else this.curSliceSelected = selected;
}
};
// draws the pie chart
drawChart = (dataSet: any, width: number, height: number) => {
d3.select(this._piechartRef.current).select('svg').remove();
d3.select(this._piechartRef.current).select('.tooltip').remove();
var percentField = Object.keys(dataSet[0])[0];
var descriptionField = Object.keys(dataSet[0])[1]!;
var radius = Math.min(width, height - this._props.margin.top - this._props.margin.bottom) / 2;
// converts data into Objects
var data = this.data(dataSet);
var pieDataSet = dataSet.filter((d: { [x: string]: unknown }) => !Object.keys(dataSet[0]).some(key => !d[key] || Number.isNaN(d[key])));
if (this.byCategory) {
let uniqueCategories = [...new Set(data)];
var pieStringDataSet: { frequency: number }[] = [];
for (let i = 0; i < uniqueCategories.length; i++) {
pieStringDataSet.push({ frequency: 0, [percentField]: uniqueCategories[i] });
}
for (let i = 0; i < data.length; i++) {
let sliceData = pieStringDataSet.filter((each: any) => each[percentField] == data[i]);
sliceData[0].frequency = sliceData[0].frequency + 1;
}
pieDataSet = pieStringDataSet;
percentField = Object.keys(pieDataSet[0])[0];
descriptionField = Object.keys(pieDataSet[0])[1]!;
data = this.data(pieStringDataSet);
}
var trackDuplicates: { [key: string]: any } = {};
data.forEach((eachData: any) => (!trackDuplicates[eachData] ? (trackDuplicates[eachData] = 0) : null));
// initial chart
var svg = (this._piechartSvg = d3
.select(this._piechartRef.current)
.append('svg')
.attr('class', 'graph')
.attr('width', width + this._props.margin.right + this._props.margin.left)
.attr('height', height + this._props.margin.top + this._props.margin.bottom)
.append('g'));
let g = svg.append('g').attr('transform', 'translate(' + (width / 2 + this._props.margin.left) + ',' + height / 2 + ')');
var pie = d3.pie();
var arc = d3.arc().innerRadius(0).outerRadius(radius);
// click/hover
const onPointClick = action((e: any) => this.highlightSelectedSlice(true, svg, arc, radius, d3.pointer(e), pieDataSet));
const onHover = action((e: any) => {
this.highlightSelectedSlice(false, svg, arc, radius, d3.pointer(e), pieDataSet);
updateHighlights();
});
const mouseOut = action((e: any) => {
this.hoverOverData = undefined;
updateHighlights();
});
const updateHighlights = () => {
const hoverOverSlice = this.hoverOverData;
const selectedData = this.selectedData;
svg.selectAll('path').attr('class', function (d: any) {
return (selectedData && d.startAngle == selectedData.startAngle && d.endAngle == selectedData.endAngle) || (hoverOverSlice && d.startAngle == hoverOverSlice.startAngle && d.endAngle == hoverOverSlice.endAngle)
? 'slice hover'
: 'slice';
});
};
// drawing the slices
var selected = this.selectedData;
var arcs = g.selectAll('arc').data(pie(data)).enter().append('g');
const possibleDataPointVals: { [x: string]: any }[] = [];
pieDataSet.forEach((each: { [x: string]: any | { valueOf(): number } }) => {
var dataPointVal: { [x: string]: any } = {};
dataPointVal[percentField] = each[percentField];
if (descriptionField) dataPointVal[descriptionField] = each[descriptionField];
try {
dataPointVal[percentField] = Number(dataPointVal[percentField].replace(/\$/g, '').replace(/\%/g, '').replace(/\#/g, '').replace(/\</g, ''));
} catch (error) {}
possibleDataPointVals.push(dataPointVal);
});
const sliceColors = StrListCast(this._props.layoutDoc.dataViz_pie_sliceColors).map(each => each.split('::'));
arcs.append('path')
.attr('fill', (d, i) => {
var dataPoint;
const possibleDataPoints = possibleDataPointVals.filter((pval: any) => pval[percentField] === Number(d.data));
if (possibleDataPoints.length == 1) dataPoint = possibleDataPoints[0];
else {
dataPoint = possibleDataPoints[trackDuplicates[d.data.toString()]];
trackDuplicates[d.data.toString()] = trackDuplicates[d.data.toString()] + 1;
}
var sliceColor;
if (dataPoint) {
const sliceTitle = dataPoint[this._props.axes[0]];
const accessByName = StrCast(sliceTitle) ? StrCast(sliceTitle).replace(/\$/g, '').replace(/\%/g, '').replace(/\#/g, '').replace(/\</g, '') : sliceTitle;
sliceColors.forEach(each => each[0] == accessByName && (sliceColor = each[1]));
}
return sliceColor ? StrCast(sliceColor) : d3.schemeSet3[i] ? d3.schemeSet3[i] : d3.schemeSet3[i % d3.schemeSet3.length];
})
.attr(
'class',
selected
? function (d) {
return selected && d.startAngle == selected.startAngle && d.endAngle == selected.endAngle ? 'slice hover' : 'slice';
}
: function (d) {
return 'slice';
}
)
// @ts-ignore
.attr('d', arc)
.on('click', onPointClick)
.on('mouseover', onHover)
.on('mouseout', mouseOut);
// adding labels
trackDuplicates = {};
data.forEach((eachData: any) => (!trackDuplicates[eachData] ? (trackDuplicates[eachData] = 0) : null));
arcs.size() < 100 &&
arcs
.append('text')
.attr('transform', function (d) {
var centroid = arc.centroid(d as unknown as d3.DefaultArcObject);
var heightOffset = (centroid[1] / radius) * Math.abs(centroid[1]);
return 'translate(' + (centroid[0] + centroid[0] / (radius * 0.02)) + ',' + (centroid[1] + heightOffset) + ')';
})
.attr('text-anchor', 'middle')
.text(function (d) {
var dataPoint;
const possibleDataPoints = possibleDataPointVals.filter((pval: any) => pval[percentField] === Number(d.data));
if (possibleDataPoints.length == 1) dataPoint = pieDataSet[possibleDataPointVals.indexOf(possibleDataPoints[0])];
else {
dataPoint = pieDataSet[possibleDataPointVals.indexOf(possibleDataPoints[trackDuplicates[d.data.toString()]])];
trackDuplicates[d.data.toString()] = trackDuplicates[d.data.toString()] + 1;
}
return dataPoint ? dataPoint[percentField]! + (!descriptionField ? '' : ' - ' + dataPoint[descriptionField])! : '';
});
};
@action changeSelectedColor = (color: string) => {
this.curSliceSelected.attr('fill', color);
const sliceTitle = this._currSelected[this._props.axes[0]];
const sliceName = StrCast(sliceTitle) ? StrCast(sliceTitle).replace(/\$/g, '').replace(/\%/g, '').replace(/\#/g, '').replace(/\</g, '') : sliceTitle;
const sliceColors = Cast(this._props.layoutDoc.dataViz_pie_sliceColors, listSpec('string'), null);
sliceColors.map(each => {
if (each.split('::')[0] == sliceName) sliceColors.splice(sliceColors.indexOf(each), 1);
});
sliceColors.push(StrCast(sliceName + '::' + color));
};
@action changeHistogramCheckBox = () => {
this._props.layoutDoc.dataViz_pie_asHistogram = !this._props.layoutDoc.dataViz_pie_asHistogram;
this.drawChart(this._pieChartData, this.width, this.height);
};
render() {
var titleAccessor: any = '';
if (this._props.axes.length == 2) titleAccessor = 'dataViz_pie_title' + this._props.axes[0] + '-' + this._props.axes[1];
else if (this._props.axes.length > 0) titleAccessor = 'dataViz_pie_title' + this._props.axes[0];
if (!this._props.layoutDoc[titleAccessor]) this._props.layoutDoc[titleAccessor] = this.defaultGraphTitle;
if (!this._props.layoutDoc.dataViz_pie_sliceColors) this._props.layoutDoc.dataViz_pie_sliceColors = new List<string>();
var selected: string;
var curSelectedSliceName = '';
if (this._currSelected) {
const sliceTitle = this._currSelected[this._props.axes[0]];
curSelectedSliceName = StrCast(sliceTitle) ? StrCast(sliceTitle).replace(/\$/g, '').replace(/\%/g, '').replace(/\#/g, '').replace(/\</g, '') : sliceTitle;
selected = '{ ';
Object.keys(this._currSelected).map(key => {
key != '' ? (selected += key + ': ' + this._currSelected[key] + ', ') : '';
});
selected = selected.substring(0, selected.length - 2);
selected += ' }';
} else selected = 'none';
var selectedSliceColor;
var sliceColors = StrListCast(this._props.layoutDoc.dataViz_pie_sliceColors).map(each => each.split('::'));
sliceColors.forEach(each => {
if (each[0] == curSelectedSliceName!) selectedSliceColor = each[1];
});
if (this._pieChartData.length > 0 || !this.parentViz) {
return this._props.axes.length >= 1 ? (
<div className="chart-container" style={{width: this._props.width+this._props.margin.right}}>
<div className="graph-title">
<EditableText
val={StrCast(this._props.layoutDoc[titleAccessor])}
setVal={undoable(
action(val => (this._props.layoutDoc[titleAccessor] = val as string)),
'Change Graph Title'
)}
color={'black'}
size={Size.LARGE}
fillWidth
/>
</div>
{this._props.axes.length === 1 && /\d/.test(this._props.records[0][this._props.axes[0]]) ? (
<div className={'asHistogram-checkBox'} style={{ width: this._props.width }}>
<Checkbox color="primary" onChange={this.changeHistogramCheckBox} checked={this._props.layoutDoc.dataViz_pie_asHistogram as boolean} />
Organize data as histogram
</div>
) : null}
<div ref={this._piechartRef} />
{selected != 'none' ? (
<div className={'selected-data'}>
Selected: {selected}
<ColorPicker
tooltip={'Change Slice Color'}
type={Type.SEC}
icon={<FaFillDrip />}
selectedColor={selectedSliceColor ? selectedSliceColor : this.curSliceSelected.attr('fill')}
setFinalColor={undoable(color => this.changeSelectedColor(color), 'Change Selected Slice Color')}
setSelectedColor={undoable(color => this.changeSelectedColor(color), 'Change Selected Slice Color')}
size={Size.XSMALL}
/>
</div>
) : null}
</div>
) : (
<span className="chart-container"> {'first use table view to select a column to graph'}</span>
);
} else
return (
// when it is a brushed table and the incoming table doesn't have any rows selected
<div className="chart-container">Selected rows of data from the incoming DataVizBox to display.</div>
);
}
}
|