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
|
import { action, computed, IReactionDisposer, observable, reaction } from 'mobx';
import { observer } from 'mobx-react';
import * as React from 'react';
// import d3
import * as d3 from 'd3';
import { Doc, DocListCast } from '../../../../../fields/Doc';
import { Id } from '../../../../../fields/FieldSymbols';
import { List } from '../../../../../fields/List';
import { listSpec } from '../../../../../fields/Schema';
import { Cast, DocCast } from '../../../../../fields/Types';
import { Docs } from '../../../../documents/Documents';
import { DocumentManager } from '../../../../util/DocumentManager';
import { LinkManager } from '../../../../util/LinkManager';
import { PinProps, PresBox } from '../../trails';
import { DataVizBox } from '../DataVizBox';
import { createLineGenerator, drawLine, minMaxRange, scaleCreatorNumerical, xAxisCreator, xGrid, yAxisCreator, yGrid } from '../utils/D3Utils';
import './Chart.scss';
export interface DataPoint {
x: number;
y: number;
}
interface SelectedDataPoint extends DataPoint {
elem?: d3.Selection<d3.BaseType, unknown, SVGGElement, unknown>;
}
export interface LineChartProps {
rootDoc: Doc;
axes: string[];
pairs: { [key: string]: any }[];
width: number;
height: number;
dataDoc: Doc;
fieldKey: string;
margin: {
top: number;
right: number;
bottom: number;
left: number;
};
}
@observer
export class LineChart extends React.Component<LineChartProps> {
private _disposers: { [key: string]: IReactionDisposer } = {};
private _lineChartRef: React.RefObject<HTMLDivElement> = React.createRef();
private _lineChartSvg: d3.Selection<SVGGElement, unknown, null, undefined> | undefined;
@observable _currSelected: SelectedDataPoint | undefined = undefined;
// TODO: nda - some sort of mapping that keeps track of the annotated points so we can easily remove when annotations list updates
@computed get _lineChartData() {
if (this.props.axes.length <= 1) return [];
return this.props.pairs
?.filter(pair => (!this.incomingLinks.length ? true : Array.from(Object.keys(pair)).some(key => pair[key] && key.startsWith('select'))))
.map(pair => ({ x: Number(pair[this.props.axes[0]]), y: Number(pair[this.props.axes[1]]) }))
.sort((a, b) => (a.x < b.x ? -1 : 1));
}
@computed get incomingLinks() {
return LinkManager.Instance.getAllRelatedLinks(this.props.rootDoc) // out of all links
.filter(link => link.link_anchor_1 !== this.props.rootDoc) // 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
}
@computed get incomingSelected() {
return this.incomingLinks // all links that are pointing to this node
.map(anchor => DocumentManager.Instance.getFirstDocumentView(anchor)?.ComponentView as DataVizBox) // get their data viz boxes
.filter(dvb => dvb)
.map(dvb => dvb.pairs?.filter(pair => pair['select' + dvb.rootDoc[Id]])) // get all the datapoints they have selected field set by incoming anchor
.lastElement();
}
@computed get rangeVals(): { xMin?: number; xMax?: number; yMin?: number; yMax?: number } {
return minMaxRange([this._lineChartData]);
}
componentWillUnmount() {
Array.from(Object.keys(this._disposers)).forEach(key => this._disposers[key]());
}
componentDidMount = () => {
this._disposers.chartData = reaction(
() => ({ dataSet: this._lineChartData, w: this.width, h: this.height }),
({ dataSet, w, h }) => {
if (dataSet) {
this.drawChart([dataSet], this.rangeVals, w, h);
// redraw annotations when the chart data has changed, or the local or inherited selection has changed
this.clearAnnotations();
this._currSelected && this.drawAnnotations(Number(this._currSelected.x), Number(this._currSelected.y), true);
this.incomingSelected?.forEach((pair: any) => this.drawAnnotations(Number(pair[this.props.axes[0]]), Number(pair[this.props.axes[1]])));
}
},
{ fireImmediately: true }
);
this._disposers.annos = reaction(
() => DocListCast(this.props.dataDoc[this.props.fieldKey + '_annotations']),
annotations => {
// modify how d3 renders so that anything in this annotations list would be potentially highlighted in some way
// could be blue colored to make it look like anchor
// this.drawAnnotations()
// loop through annotations and draw them
annotations.forEach(a => this.drawAnnotations(Number(a.x), Number(a.y)));
// this.drawAnnotations(annotations.x, annotations.y);
},
{ fireImmediately: true }
);
this._disposers.highlights = reaction(
() => ({
selected: this._currSelected,
incomingSelected: this.incomingSelected,
}),
({ selected, incomingSelected }) => {
// redraw annotations when the chart data has changed, or the local or inherited selection has changed
this.clearAnnotations();
selected && this.drawAnnotations(Number(selected.x), Number(selected.y), true);
incomingSelected?.forEach((pair: any) => this.drawAnnotations(Number(pair[this.props.axes[0]]), Number(pair[this.props.axes[1]])));
},
{ fireImmediately: true }
);
};
// anything that doesn't need to be recalculated should just be stored as drawCharts (i.e. computed values) and drawChart is gonna iterate over these observables and generate svgs based on that
clearAnnotations = () => {
const elements = document.querySelectorAll('.datapoint');
for (let i = 0; i < elements.length; i++) {
const element = elements[i];
element.classList.remove('brushed');
element.classList.remove('selected');
}
};
// gets called whenever the "data_annotations" fields gets updated
drawAnnotations = (dataX: number, dataY: number, selected?: boolean) => {
// TODO: nda - can optimize this by having some sort of mapping of the x and y values to the individual circle elements
// loop through all html elements with class .circle-d1 and find the one that has "data-x" and "data-y" attributes that match the dataX and dataY
// if it exists, then highlight it
// if it doesn't exist, then remove the highlight
const elements = document.querySelectorAll('.datapoint');
for (let i = 0; i < elements.length; i++) {
const element = elements[i];
const x = element.getAttribute('data-x');
const y = element.getAttribute('data-y');
if (x === dataX.toString() && y === dataY.toString()) {
element.classList.add(selected ? 'selected' : 'brushed');
}
// TODO: nda - this remove highlight code should go where we remove the links
// } else {
// }
}
};
removeAnnotations(dataX: number, dataY: number) {
// loop through and remove any annotations that no longer exist
}
@action
restoreView = (data: Doc) => {
const coords = Cast(data.presDataVizSelection, listSpec('number'), null);
if (coords?.length > 1 && (this._currSelected?.x !== coords[0] || this._currSelected?.y !== coords[1])) {
this.setCurrSelected(coords[0], coords[1]);
return true;
}
if (this._currSelected) {
this.setCurrSelected();
return true;
}
return false;
};
// create a document anchor that stores whatever is needed to reconstruct the viewing state (selection,zoom,etc)
getAnchor = (pinProps?: PinProps) => {
const anchor = Docs.Create.TextanchorDocument({ title: 'line doc selection' + this._currSelected?.x, unrendered: true });
PresBox.pinDocView(anchor, { pinDocLayout: pinProps?.pinDocLayout, pinData: pinProps?.pinData }, this.props.dataDoc);
anchor.presDataVizSelection = this._currSelected ? new List<number>([this._currSelected.x, this._currSelected.y]) : undefined;
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;
}
setupTooltip() {
return d3
.select(this._lineChartRef.current)
.append('div')
.attr('class', 'tooltip')
.style('opacity', 0)
.style('background', '#fff')
.style('border', '1px solid #ccc')
.style('padding', '5px')
.style('position', 'absolute')
.style('font-size', '12px');
}
// TODO: nda - use this everyewhere we update currSelected?
@action
setCurrSelected(x?: number, y?: number) {
// TODO: nda - get rid of svg element in the list?
this._currSelected = x !== undefined && y !== undefined ? { x, y } : undefined;
this.props.pairs.forEach(pair => pair[this.props.axes[0]] === x && pair[this.props.axes[1]] === y && (pair.selected = true));
this.props.pairs.forEach(pair => (pair.selected = pair[this.props.axes[0]] === x && pair[this.props.axes[1]] === y ? true : undefined));
}
drawDataPoints(data: DataPoint[], idx: number, xScale: d3.ScaleLinear<number, number, never>, yScale: d3.ScaleLinear<number, number, never>) {
if (this._lineChartSvg) {
const circleClass = '.circle-' + idx;
this._lineChartSvg
.selectAll(circleClass)
.data(data)
.join('circle') // enter append
.attr('class', `${circleClass} datapoint`)
.attr('r', '3') // radius
.attr('cx', d => xScale(d.x))
.attr('cy', d => yScale(d.y))
.attr('data-x', d => d.x)
.attr('data-y', d => d.y);
}
}
// TODO: nda - can use d3.create() to create html element instead of appending
drawChart = (dataSet: DataPoint[][], rangeVals: { xMin?: number; xMax?: number; yMin?: number; yMax?: number }, width: number, height: number) => {
// clearing tooltip and the current chart
d3.select(this._lineChartRef.current).select('svg').remove();
d3.select(this._lineChartRef.current).select('.tooltip').remove();
const { xMin, xMax, yMin, yMax } = rangeVals;
if (xMin === undefined || xMax === undefined || yMin === undefined || yMax === undefined) {
return;
}
// creating the x and y scales
const xScale = scaleCreatorNumerical(xMin, xMax, 0, width);
const yScale = scaleCreatorNumerical(0, yMax, height, 0);
// adding svg
const margin = this.props.margin;
const svg = (this._lineChartSvg = d3
.select(this._lineChartRef.current)
.append('svg')
.attr('width', `${width + margin.left + margin.right}`)
.attr('height', `${height + margin.top + margin.bottom}`)
.append('g')
.attr('transform', `translate(${margin.left}, ${margin.top})`));
// create x and y grids
xGrid(svg.append('g'), height, xScale);
yGrid(svg.append('g'), width, yScale);
xAxisCreator(svg.append('g'), height, xScale);
yAxisCreator(svg.append('g'), width, yScale);
// draw the plot line
const data = dataSet[0];
const lineGen = createLineGenerator(xScale, yScale);
drawLine(svg.append('path'), data, lineGen);
// draw the datapoint circle
this.drawDataPoints(data, 0, xScale, yScale);
const higlightFocusPt = svg.append('g').style('display', 'none');
higlightFocusPt.append('circle').attr('r', 5).attr('class', 'circle');
const tooltip = this.setupTooltip();
// add all the tooltipContent to the tooltip
const mousemove = action((e: any) => {
const bisect = d3.bisector((d: DataPoint) => d.x).left;
const xPos = d3.pointer(e)[0];
const x0 = Math.min(data.length - 1, bisect(data, xScale.invert(xPos - 5))); // shift x by -5 so that you can reach points on the left-side axis
const d0 = data[x0];
if (!d0) return;
this.updateTooltip(higlightFocusPt, xScale, d0, yScale, tooltip);
});
const onPointClick = action((e: any) => {
const bisect = d3.bisector((d: DataPoint) => d.x).left;
const xPos = d3.pointer(e)[0];
const x0 = bisect(data, xScale.invert(xPos - 5)); // shift x by -5 so that you can reach points on the left-side axis
const d0 = data[x0];
// find .circle-d1 with data-x = d0.x and data-y = d0.y
const selected = svg.selectAll('.datapoint').filter((d: any) => d['data-x'] === d0.x && d['data-y'] === d0.y);
this.setCurrSelected(d0.x, d0.y);
this.updateTooltip(higlightFocusPt, xScale, d0, yScale, tooltip);
});
svg.append('rect')
.attr('class', 'overlay')
.attr('width', width)
.attr('height', this.height + margin.top + margin.bottom)
.attr('fill', 'none')
.attr('translate', `translate(${margin.left}, ${-(margin.top + margin.bottom)})`)
.style('opacity', 0)
.on('mouseover', () => higlightFocusPt.style('display', null))
.on('mouseout', () => tooltip.transition().duration(300).style('opacity', 0))
.on('mousemove', mousemove)
.on('click', onPointClick);
};
private updateTooltip(
higlightFocusPt: d3.Selection<SVGGElement, unknown, null, undefined>,
xScale: d3.ScaleLinear<number, number, never>,
d0: DataPoint,
yScale: d3.ScaleLinear<number, number, never>,
tooltip: d3.Selection<HTMLDivElement, unknown, null, undefined>
) {
higlightFocusPt.attr('transform', `translate(${xScale(d0.x)},${yScale(d0.y)})`).attr('class', this._currSelected?.x === d0.x && this._currSelected?.y === d0.y ? 'hoverHighlight-selected' : 'hoverHighlight');
tooltip.transition().duration(300).style('opacity', 0.9);
// TODO: nda - updating the inner html could be deadly cause injection attacks!
tooltip
.html(() => `<b>(${d0.x},${d0.y})</b>`) // text content for tooltip
.style('pointer-events', 'none')
.style('transform', `translate(${xScale(d0.x) - this.width / 2}px,${yScale(d0.y) - 30}px)`);
}
render() {
const selectedPt = this._currSelected ? `x: ${this._currSelected.x} y: ${this._currSelected.y}` : 'none';
return (
<div ref={this._lineChartRef} className="chart-container">
<span> {this.props.axes.length < 2 ? 'first use table view to select two axes to plot' : `Selected: ${selectedPt}`}</span>
</div>
);
}
}
|