/// import kbn from 'app/core/utils/kbn'; import _ from 'lodash'; import TimeSeries from 'app/core/time_series2'; import {colors} from 'app/core/core'; export class DataProcessor { constructor(private panel) { } getSeriesList(options) { if (!options.dataList || options.dataList.length === 0) { return []; } // auto detect xaxis mode var firstItem; if (options.dataList && options.dataList.length > 0) { firstItem = options.dataList[0]; let autoDetectMode = this.getAutoDetectXAxisMode(firstItem); if (this.panel.xaxis.mode !== autoDetectMode) { this.panel.xaxis.mode = autoDetectMode; this.setPanelDefaultsForNewXAxisMode(); } } switch (this.panel.xaxis.mode) { case 'series': case 'time': { return options.dataList.map(this.timeSeriesHandler.bind(this)); } case 'field': { return this.customHandler(firstItem); } } } getAutoDetectXAxisMode(firstItem) { switch (firstItem.type) { case 'docs': return 'field'; case 'table': return 'field'; default: { if (this.panel.xaxis.mode === 'series') { return 'series'; } return 'time'; } } } setPanelDefaultsForNewXAxisMode() { switch (this.panel.xaxis.mode) { case 'time': { this.panel.bars = false; this.panel.lines = true; this.panel.points = false; this.panel.legend.show = true; this.panel.tooltip.shared = true; this.panel.xaxis.values = []; break; } case 'series': { this.panel.bars = true; this.panel.lines = false; this.panel.points = false; this.panel.stack = false; this.panel.legend.show = false; this.panel.tooltip.shared = false; break; } } } seriesHandler(seriesData, index, datapoints, alias) { var colorIndex = index % colors.length; var color = this.panel.aliasColors[alias] || colors[colorIndex]; var series = new TimeSeries({datapoints: datapoints, alias: alias, color: color, unit: seriesData.unit}); // if (datapoints && datapoints.length > 0) { // var last = moment.utc(datapoints[datapoints.length - 1][1]); // var from = moment.utc(this.range.from); // if (last - from < -10000) { // this.datapointsOutside = true; // } // // this.datapointsCount += datapoints.length; // this.panel.tooltip.msResolution = this.panel.tooltip.msResolution || series.isMsResolutionNeeded(); // } return series; } timeSeriesHandler(seriesData, index) { var datapoints = seriesData.datapoints; var alias = seriesData.target; return this.seriesHandler(seriesData, index, datapoints, alias); } customHandler(dataItem) { console.log('custom', dataItem); let nameField = this.panel.xaxis.name; if (!nameField) { throw {message: 'No field name specified to use for x-axis, check your axes settings'}; } // let valueField = this.panel.xaxis.esValueField; // let datapoints = _.map(seriesData.datapoints, (doc) => { // return [ // pluckDeep(doc, valueField), // Y value // pluckDeep(doc, xField) // X value // ]; // }); // // // Remove empty points // datapoints = _.filter(datapoints, (point) => { // return point[0] !== undefined; // }); // // var alias = valueField; // re return []; } tableHandler(seriesData, index) { var xColumnIndex = Number(this.panel.xaxis.columnIndex); var valueColumnIndex = Number(this.panel.xaxis.valueColumnIndex); var datapoints = _.map(seriesData.rows, (row) => { var value = valueColumnIndex ? row[valueColumnIndex] : _.last(row); return [ value, // Y value row[xColumnIndex] // X value ]; }); var alias = seriesData.columns[valueColumnIndex].text; return this.seriesHandler(seriesData, index, datapoints, alias); } // esRawDocHandler(seriesData, index) { // let xField = this.panel.xaxis.esField; // let valueField = this.panel.xaxis.esValueField; // let datapoints = _.map(seriesData.datapoints, (doc) => { // return [ // pluckDeep(doc, valueField), // Y value // pluckDeep(doc, xField) // X value // ]; // }); // // // Remove empty points // datapoints = _.filter(datapoints, (point) => { // return point[0] !== undefined; // }); // // var alias = valueField; // return this.seriesHandler(seriesData, index, datapoints, alias); // } // validateXAxisSeriesValue() { switch (this.panel.xaxis.mode) { case 'series': { if (this.panel.xaxis.values.length === 0) { this.panel.xaxis.values = ['total']; return; } var validOptions = this.getXAxisValueOptions({}); var found = _.find(validOptions, {value: this.panel.xaxis.values[0]}); if (!found) { this.panel.xaxis.values = ['total']; } return; } } } getDataFieldNames(dataList, onlyNumbers) { if (dataList.length === 0) { return []; } let fields = []; var firstItem = dataList[0]; if (firstItem.type === 'docs'){ if (firstItem.datapoints.length === 0) { return []; } let fieldParts = []; function getPropertiesRecursive(obj) { _.forEach(obj, (value, key) => { if (_.isObject(value)) { fieldParts.push(key); getPropertiesRecursive(value); } else { if (!onlyNumbers || _.isNumber(value)) { let field = fieldParts.concat(key).join('.'); fields.push(field); } } }); fieldParts.pop(); } getPropertiesRecursive(firstItem.datapoints[0]); return fields; } } getXAxisValueOptions(options) { switch (this.panel.xaxis.mode) { case 'time': { return []; } case 'series': { return [ {text: 'Avg', value: 'avg'}, {text: 'Min', value: 'min'}, {text: 'Max', value: 'min'}, {text: 'Total', value: 'total'}, {text: 'Count', value: 'count'}, ]; } } } pluckDeep(obj: any, property: string) { let propertyParts = property.split('.'); let value = obj; for (let i = 0; i < propertyParts.length; ++i) { if (value[propertyParts[i]]) { value = value[propertyParts[i]]; } else { return undefined; } } return value; } }