import Component from '@glimmer/component'; import { tracked } from '@glimmer/tracking'; import { action } from '@ember/object'; import { run } from '@ember/runloop'; import d3 from 'd3-selection'; import d3Scale from 'd3-scale'; import d3Axis from 'd3-axis'; import d3Array from 'd3-array'; import d3Format from 'd3-format'; import d3TimeFormat from 'd3-time-format'; import styleString from 'nomad-ui/utils/properties/glimmer-style-string'; import uniquely from 'nomad-ui/utils/properties/uniquely'; // Returns a new array with the specified number of points linearly // distributed across the bounds const lerp = ([low, high], numPoints) => { const step = (high - low) / (numPoints - 1); const arr = []; for (var i = 0; i < numPoints; i++) { arr.push(low + step * i); } return arr; }; // Round a number or an array of numbers const nice = (val) => (val instanceof Array ? val.map(nice) : Math.round(val)); const defaultXScale = (data, yAxisOffset, xProp, timeseries) => { const scale = timeseries ? d3Scale.scaleTime() : d3Scale.scaleLinear(); const domain = data.length ? d3Array.extent(data, (d) => d[xProp]) : [0, 1]; scale.rangeRound([10, yAxisOffset]).domain(domain); return scale; }; const defaultYScale = (data, xAxisOffset, yProp) => { let max = d3Array.max(data, (d) => d[yProp]) || 1; if (max > 1) { max = nice(max); } return d3Scale.scaleLinear().rangeRound([xAxisOffset, 10]).domain([0, max]); }; export default class LineChart extends Component { /** Args data = null; xProp = null; yProp = null; curve = 'linear'; title = 'Line Chart'; description = null; timeseries = false; activeAnnotation = null; onAnnotationClick() {} xFormat; yFormat; xScale; yScale; */ @tracked width = 0; @tracked height = 0; @tracked isActive = false; @tracked activeDatum = null; @tracked activeData = []; @tracked tooltipPosition = null; @tracked element = null; @tracked ready = false; @uniquely('title') titleId; @uniquely('desc') descriptionId; get xProp() { return this.args.xProp || 'time'; } get yProp() { return this.args.yProp || 'value'; } get data() { if (!this.args.data) return []; if (this.args.dataProp) { return this.args.data.mapBy(this.args.dataProp).flat(); } return this.args.data; } get curve() { return this.args.curve || 'linear'; } @action xFormat(timeseries) { if (this.args.xFormat) return this.args.xFormat; return timeseries ? d3TimeFormat.timeFormat('%b %d, %H:%M') : d3Format.format(','); } @action yFormat() { if (this.args.yFormat) return this.args.yFormat; return d3Format.format(',.2~r'); } get activeDatumLabel() { const datum = this.activeDatum; if (!datum) return undefined; const x = datum[this.xProp]; return this.xFormat(this.args.timeseries)(x); } get activeDatumValue() { const datum = this.activeDatum; if (!datum) return undefined; const y = datum[this.yProp]; return this.yFormat()(y); } @styleString get tooltipStyle() { return this.tooltipPosition; } get xScale() { const fn = this.args.xScale || defaultXScale; return fn(this.data, this.yAxisOffset, this.xProp, this.args.timeseries); } get xRange() { const { xProp, data } = this; const range = d3Array.extent(data, (d) => d[xProp]); const formatter = this.xFormat(this.args.timeseries); return range.map(formatter); } get yRange() { const yProp = this.yProp; const range = d3Array.extent(this.data, (d) => d[yProp]); const formatter = this.yFormat(); return range.map(formatter); } get yScale() { const fn = this.args.yScale || defaultYScale; return fn(this.data, this.xAxisOffset, this.yProp); } get xAxis() { const formatter = this.xFormat(this.args.timeseries); return d3Axis.axisBottom().scale(this.xScale).ticks(5).tickFormat(formatter); } get yTicks() { const height = this.xAxisOffset; const tickCount = Math.ceil(height / 120) * 2 + 1; const domain = this.yScale.domain(); const ticks = lerp(domain, tickCount); return domain[1] - domain[0] > 1 ? nice(ticks) : ticks; } get yAxis() { const formatter = this.yFormat(); return d3Axis.axisRight().scale(this.yScale).tickValues(this.yTicks).tickFormat(formatter); } get yGridlines() { // The first gridline overlaps the x-axis, so remove it const [, ...ticks] = this.yTicks; return d3Axis .axisRight() .scale(this.yScale) .tickValues(ticks) .tickSize(-this.canvasDimensions.width) .tickFormat(''); } get xAxisHeight() { // Avoid divide by zero errors by always having a height if (!this.element) return 1; const axis = this.element.querySelector('.x-axis'); return axis && axis.getBBox().height; } get yAxisWidth() { // Avoid divide by zero errors by always having a width if (!this.element) return 1; const axis = this.element.querySelector('.y-axis'); return axis && axis.getBBox().width; } get xAxisOffset() { return Math.max(0, this.height - this.xAxisHeight); } get yAxisOffset() { return Math.max(0, this.width - this.yAxisWidth); } get canvasDimensions() { const [left, right] = this.xScale.range(); const [top, bottom] = this.yScale.range(); return { left, width: right - left, top, height: bottom - top }; } @action onInsert(element) { this.element = element; this.updateDimensions(); const canvas = d3.select(this.element.querySelector('.hover-target')); const updateActiveDatum = this.updateActiveDatum.bind(this); const chart = this; canvas.on('mouseenter', function (ev) { const mouseX = d3.pointer(ev, this)[0]; chart.latestMouseX = mouseX; updateActiveDatum(mouseX); run.schedule('afterRender', chart, () => (chart.isActive = true)); }); canvas.on('mousemove', function (ev) { const mouseX = d3.pointer(ev, this)[0]; chart.latestMouseX = mouseX; updateActiveDatum(mouseX); }); canvas.on('mouseleave', () => { run.schedule('afterRender', this, () => (this.isActive = false)); this.activeDatum = null; this.activeData = []; }); } updateActiveDatum(mouseX) { if (!this.data || !this.data.length) return; const { xScale, xProp, yScale, yProp } = this; let { dataProp, data } = this.args; if (!dataProp) { dataProp = 'data'; data = [{ data: this.data }]; } // Map screen coordinates to data domain const bisector = d3Array.bisector((d) => d[xProp]).left; const x = xScale.invert(mouseX); // Find the closest datum to the cursor for each series const activeData = data .map((series, seriesIndex) => { const dataset = series[dataProp]; // If the dataset is empty, there can't be an activeData. // This must be done here instead of preemptively in a filter to // preserve the seriesIndex value. if (!dataset.length) return null; const index = bisector(dataset, x, 1); // The data point on either side of the cursor const dLeft = dataset[index - 1]; const dRight = dataset[index]; let datum; // If there is only one point, it's the activeDatum if (dLeft && !dRight) { datum = dLeft; } else { // Pick the closer point datum = x - dLeft[xProp] > dRight[xProp] - x ? dRight : dLeft; } return { series, datum: { formattedX: this.xFormat(this.args.timeseries)(datum[xProp]), formattedY: this.yFormat()(datum[yProp]), datum, }, index: data.length - seriesIndex - 1, }; }) .compact(); // Of the selected data, determine which is closest const closestDatum = activeData .slice() .sort((a, b) => Math.abs(a.datum.datum[xProp] - x) - Math.abs(b.datum.datum[xProp] - x))[0]; // If any other selected data are beyond a distance threshold, drop them from the list // xScale is used here to measure distance in screen-space rather than data-space. const dist = Math.abs(xScale(closestDatum.datum.datum[xProp]) - mouseX); const filteredData = activeData.filter( (d) => Math.abs(xScale(d.datum.datum[xProp]) - mouseX) < dist + 10 ); this.activeData = filteredData; this.activeDatum = closestDatum.datum.datum; this.tooltipPosition = { left: xScale(this.activeDatum[xProp]), top: yScale(this.activeDatum[yProp]) - 10, }; } // The renderChart method should only ever be responsible for runtime calculations // and appending d3 created elements to the DOM (such as axes). renderChart() { // There is nothing to do if the element hasn't been inserted yet if (!this.element) return; // Create the axes to get the dimensions of the resulting // svg elements this.mountD3Elements(); run.next(() => { // Since each axis depends on the dimension of the other // axis, the axes themselves are recomputed and need to // be re-rendered. this.mountD3Elements(); this.ready = true; if (this.isActive) { this.updateActiveDatum(this.latestMouseX); } }); } mountD3Elements() { if (!this.isDestroyed && !this.isDestroying) { d3.select(this.element.querySelector('.x-axis')).call(this.xAxis); d3.select(this.element.querySelector('.y-axis')).call(this.yAxis); d3.select(this.element.querySelector('.y-gridlines')).call(this.yGridlines); } } annotationClick(annotation) { this.args.onAnnotationClick && this.args.onAnnotationClick(annotation); } @action updateDimensions() { const $svg = this.element.querySelector('svg'); this.height = $svg.clientHeight; this.width = $svg.clientWidth; this.renderChart(); } }