import _ from 'lodash'; import TimeSeries from 'grafana/app/core/time_series2'; import colors from './colors'; 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((item, index) => { return this.timeSeriesHandler(item, index, options); }); } case 'histogram': { let histogramDataList = [ { target: 'count', datapoints: _.concat([], _.flatten(_.map(options.dataList, 'datapoints'))), }, ]; return histogramDataList.map((item, index) => { return this.timeSeriesHandler(item, index, options); }); } 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'; } if (this.panel.xaxis.mode === 'histogram') { return 'histogram'; } 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; this.panel.xaxis.values = ['total']; break; } case 'histogram': { 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; } } } timeSeriesHandler(seriesData, index, options) { var datapoints = seriesData.datapoints || []; var alias = seriesData.target; var colorIndex = index % colors.length; var color = seriesData.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 = datapoints[datapoints.length - 1][1]; var from = options.range.from; if (last - from < -10000) { series.isOutsideRange = true; } } return series; } customHandler(dataItem) { let nameField = this.panel.xaxis.name; if (!nameField) { throw { message: 'No field name specified to use for x-axis, check your axes settings', }; } return []; } 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]; 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(); } if (firstItem.type === 'docs') { if (firstItem.datapoints.length === 0) { return []; } getPropertiesRecursive(firstItem.datapoints[0]); } return fields; } getXAxisValueOptions(options) { switch (this.panel.xaxis.mode) { case 'series': { return [ { text: 'Avg', value: 'avg' }, { text: 'Min', value: 'min' }, { text: 'Max', value: 'max' }, { text: 'Total', value: 'total' }, { text: 'Count', value: 'count' }, ]; } } return []; } 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; } }