import * as zrUtil from 'zrender/src/core/util'; import * as numberUtil from '../../util/number'; import {isDimensionStacked} from '../../data/helper/dataStackHelper'; var indexOf = zrUtil.indexOf; function hasXOrY(item) { return !(isNaN(parseFloat(item.x)) && isNaN(parseFloat(item.y))); } function hasXAndY(item) { return !isNaN(parseFloat(item.x)) && !isNaN(parseFloat(item.y)); } // Make it simple, do not visit all stacked value to count precision. // function getPrecision(data, valueAxisDim, dataIndex) { // var precision = -1; // var stackedDim = data.mapDimension(valueAxisDim); // do { // precision = Math.max( // numberUtil.getPrecision(data.get(stackedDim, dataIndex)), // precision // ); // var stackedOnSeries = data.getCalculationInfo('stackedOnSeries'); // if (stackedOnSeries) { // var byValue = data.get(data.getCalculationInfo('stackedByDimension'), dataIndex); // data = stackedOnSeries.getData(); // dataIndex = data.indexOf(data.getCalculationInfo('stackedByDimension'), byValue); // stackedDim = data.getCalculationInfo('stackedDimension'); // } // else { // data = null; // } // } while (data); // return precision; // } function markerTypeCalculatorWithExtent( mlType, data, otherDataDim, targetDataDim, otherCoordIndex, targetCoordIndex ) { var coordArr = []; var stacked = isDimensionStacked(data, targetDataDim, otherDataDim); var calcDataDim = stacked ? data.getCalculationInfo('stackResultDimension') : targetDataDim; var value = numCalculate(data, calcDataDim, mlType); var dataIndex = data.indicesOfNearest(calcDataDim, value)[0]; coordArr[otherCoordIndex] = data.get(otherDataDim, dataIndex); coordArr[targetCoordIndex] = data.get(targetDataDim, dataIndex); // Make it simple, do not visit all stacked value to count precision. var precision = numberUtil.getPrecision(data.get(targetDataDim, dataIndex)); precision = Math.min(precision, 20); if (precision >= 0) { coordArr[targetCoordIndex] = +coordArr[targetCoordIndex].toFixed(precision); } return coordArr; } var curry = zrUtil.curry; // TODO Specified percent var markerTypeCalculator = { /** * @method * @param {module:echarts/data/List} data * @param {string} baseAxisDim * @param {string} valueAxisDim */ min: curry(markerTypeCalculatorWithExtent, 'min'), /** * @method * @param {module:echarts/data/List} data * @param {string} baseAxisDim * @param {string} valueAxisDim */ max: curry(markerTypeCalculatorWithExtent, 'max'), /** * @method * @param {module:echarts/data/List} data * @param {string} baseAxisDim * @param {string} valueAxisDim */ average: curry(markerTypeCalculatorWithExtent, 'average') }; /** * Transform markPoint data item to format used in List by do the following * 1. Calculate statistic like `max`, `min`, `average` * 2. Convert `item.xAxis`, `item.yAxis` to `item.coord` array * @param {module:echarts/model/Series} seriesModel * @param {module:echarts/coord/*} [coordSys] * @param {Object} item * @return {Object} */ export function dataTransform(seriesModel, item) { var data = seriesModel.getData(); var coordSys = seriesModel.coordinateSystem; // 1. If not specify the position with pixel directly // 2. If `coord` is not a data array. Which uses `xAxis`, // `yAxis` to specify the coord on each dimension // parseFloat first because item.x and item.y can be percent string like '20%' if (item && !hasXAndY(item) && !zrUtil.isArray(item.coord) && coordSys) { var dims = coordSys.dimensions; var axisInfo = getAxisInfo(item, data, coordSys, seriesModel); // Clone the option // Transform the properties xAxis, yAxis, radiusAxis, angleAxis, geoCoord to value item = zrUtil.clone(item); if (item.type && markerTypeCalculator[item.type] && axisInfo.baseAxis && axisInfo.valueAxis ) { var otherCoordIndex = indexOf(dims, axisInfo.baseAxis.dim); var targetCoordIndex = indexOf(dims, axisInfo.valueAxis.dim); item.coord = markerTypeCalculator[item.type]( data, axisInfo.baseDataDim, axisInfo.valueDataDim, otherCoordIndex, targetCoordIndex ); // Force to use the value of calculated value. item.value = item.coord[targetCoordIndex]; } else { // FIXME Only has one of xAxis and yAxis. var coord = [ item.xAxis != null ? item.xAxis : item.radiusAxis, item.yAxis != null ? item.yAxis : item.angleAxis ]; // Each coord support max, min, average for (var i = 0; i < 2; i++) { if (markerTypeCalculator[coord[i]]) { coord[i] = numCalculate(data, data.mapDimension(dims[i]), coord[i]); } } item.coord = coord; } } return item; } export function getAxisInfo(item, data, coordSys, seriesModel) { var ret = {}; if (item.valueIndex != null || item.valueDim != null) { ret.valueDataDim = item.valueIndex != null ? data.getDimension(item.valueIndex) : item.valueDim; ret.valueAxis = coordSys.getAxis(dataDimToCoordDim(seriesModel, ret.valueDataDim)); ret.baseAxis = coordSys.getOtherAxis(ret.valueAxis); ret.baseDataDim = data.mapDimension(ret.baseAxis.dim); } else { ret.baseAxis = seriesModel.getBaseAxis(); ret.valueAxis = coordSys.getOtherAxis(ret.baseAxis); ret.baseDataDim = data.mapDimension(ret.baseAxis.dim); ret.valueDataDim = data.mapDimension(ret.valueAxis.dim); } return ret; } function dataDimToCoordDim(seriesModel, dataDim) { var data = seriesModel.getData(); var dimensions = data.dimensions; dataDim = data.getDimension(dataDim); for (var i = 0; i < dimensions.length; i++) { var dimItem = data.getDimensionInfo(dimensions[i]); if (dimItem.name === dataDim) { return dimItem.coordDim; } } } /** * Filter data which is out of coordinateSystem range * [dataFilter description] * @param {module:echarts/coord/*} [coordSys] * @param {Object} item * @return {boolean} */ export function dataFilter(coordSys, item) { // Alwalys return true if there is no coordSys return (coordSys && coordSys.containData && item.coord && !hasXOrY(item)) ? coordSys.containData(item.coord) : true; } export function dimValueGetter(item, dimName, dataIndex, dimIndex) { // x, y, radius, angle if (dimIndex < 2) { return item.coord && item.coord[dimIndex]; } return item.value; } export function numCalculate(data, valueDataDim, type) { if (type === 'average') { var sum = 0; var count = 0; data.each(valueDataDim, function (val, idx) { if (!isNaN(val)) { sum += val; count++; } }); return sum / count; } else { return data.getDataExtent(valueDataDim, true)[type === 'max' ? 1 : 0]; } }