Files
Chart.js/src/controllers/controller.line.js
Nico-DF ba3320ef19 Filtering data before decimation (#8843)
* Filtering data before decimation

Using only points between the currently displayed x-axis for the decimation algorithm.
Allows better resolution, especially if using a zoom

If data are outside range, they will not be displayed, hence the line graph will not show the trend at extremities

* Fix LTTB algorithm

* Adding test file

* Simplifying count algorithm for decimation plugin
2021-04-07 16:40:45 -04:00

180 lines
4.9 KiB
JavaScript

import DatasetController from '../core/core.datasetController';
import {_limitValue, isNumber} from '../helpers/helpers.math';
import {_lookupByKey} from '../helpers/helpers.collection';
export default class LineController extends DatasetController {
initialize() {
this.enableOptionSharing = true;
super.initialize();
}
update(mode) {
const me = this;
const meta = me._cachedMeta;
const {dataset: line, data: points = [], _dataset} = meta;
// @ts-ignore
const animationsDisabled = me.chart._animationsDisabled;
let {start, count} = getStartAndCountOfVisiblePoints(meta, points, animationsDisabled);
me._drawStart = start;
me._drawCount = count;
if (scaleRangesChanged(meta)) {
start = 0;
count = points.length;
}
// Update Line
line._decimated = !!_dataset._decimated;
line.points = points;
const options = me.resolveDatasetElementOptions(mode);
if (!me.options.showLine) {
options.borderWidth = 0;
}
me.updateElement(line, undefined, {
animated: !animationsDisabled,
options
}, mode);
// Update Points
me.updateElements(points, start, count, mode);
}
updateElements(points, start, count, mode) {
const me = this;
const reset = mode === 'reset';
const {xScale, yScale, _stacked} = me._cachedMeta;
const firstOpts = me.resolveDataElementOptions(start, mode);
const sharedOptions = me.getSharedOptions(firstOpts);
const includeOptions = me.includeOptions(mode, sharedOptions);
const spanGaps = me.options.spanGaps;
const maxGapLength = isNumber(spanGaps) ? spanGaps : Number.POSITIVE_INFINITY;
const directUpdate = me.chart._animationsDisabled || reset || mode === 'none';
let prevParsed = start > 0 && me.getParsed(start - 1);
for (let i = start; i < start + count; ++i) {
const point = points[i];
const parsed = me.getParsed(i);
const properties = directUpdate ? point : {};
const x = properties.x = xScale.getPixelForValue(parsed.x, i);
const y = properties.y = reset ? yScale.getBasePixel() : yScale.getPixelForValue(_stacked ? me.applyStack(yScale, parsed, _stacked) : parsed.y, i);
properties.skip = isNaN(x) || isNaN(y);
properties.stop = i > 0 && (parsed.x - prevParsed.x) > maxGapLength;
if (includeOptions) {
properties.options = sharedOptions || me.resolveDataElementOptions(i, mode);
}
if (!directUpdate) {
me.updateElement(point, i, properties, mode);
}
prevParsed = parsed;
}
me.updateSharedOptions(sharedOptions, mode, firstOpts);
}
/**
* @protected
*/
getMaxOverflow() {
const me = this;
const meta = me._cachedMeta;
const dataset = meta.dataset;
const border = dataset.options && dataset.options.borderWidth || 0;
const data = meta.data || [];
if (!data.length) {
return border;
}
const firstPoint = data[0].size(me.resolveDataElementOptions(0));
const lastPoint = data[data.length - 1].size(me.resolveDataElementOptions(data.length - 1));
return Math.max(border, firstPoint, lastPoint) / 2;
}
draw() {
this._cachedMeta.dataset.updateControlPoints(this.chart.chartArea);
super.draw();
}
}
LineController.id = 'line';
/**
* @type {any}
*/
LineController.defaults = {
datasetElementType: 'line',
dataElementType: 'point',
showLine: true,
spanGaps: false,
};
/**
* @type {any}
*/
LineController.overrides = {
scales: {
_index_: {
type: 'category',
},
_value_: {
type: 'linear',
},
}
};
function getStartAndCountOfVisiblePoints(meta, points, animationsDisabled) {
const pointCount = points.length;
let start = 0;
let count = pointCount;
if (meta._sorted) {
const {iScale, _parsed} = meta;
const axis = iScale.axis;
const {min, max, minDefined, maxDefined} = iScale.getUserBounds();
if (minDefined) {
start = _limitValue(Math.min(
_lookupByKey(_parsed, iScale.axis, min).lo,
animationsDisabled ? pointCount : _lookupByKey(points, axis, iScale.getPixelForValue(min)).lo),
0, pointCount - 1);
}
if (maxDefined) {
count = _limitValue(Math.max(
_lookupByKey(_parsed, iScale.axis, max).hi + 1,
animationsDisabled ? 0 : _lookupByKey(points, axis, iScale.getPixelForValue(max)).hi + 1),
start, pointCount) - start;
} else {
count = pointCount - start;
}
}
return {start, count};
}
function scaleRangesChanged(meta) {
const {xScale, yScale, _scaleRanges} = meta;
const newRanges = {
xmin: xScale.min,
xmax: xScale.max,
ymin: yScale.min,
ymax: yScale.max
};
if (!_scaleRanges) {
meta._scaleRanges = newRanges;
return true;
}
const changed = _scaleRanges.xmin !== xScale.min
|| _scaleRanges.xmax !== xScale.max
|| _scaleRanges.ymin !== yScale.min
|| _scaleRanges.ymax !== yScale.max;
Object.assign(_scaleRanges, newRanges);
return changed;
}