{"version":3,"file":"utils.mjs","sources":["../../../../src/graveyard/TimeSeries/utils.ts"],"sourcesContent":["import { isNumber } from 'lodash';\nimport uPlot from 'uplot';\n\nimport {\n DashboardCursorSync,\n DataFrame,\n FieldConfig,\n FieldType,\n formattedValueToString,\n getFieldColorModeForField,\n getFieldSeriesColor,\n getFieldDisplayName,\n getDisplayProcessor,\n FieldColorModeId,\n DecimalCount,\n} from '@grafana/data';\nimport {\n AxisPlacement,\n GraphDrawStyle,\n GraphFieldConfig,\n GraphThresholdsStyleMode,\n VisibilityMode,\n ScaleDirection,\n ScaleOrientation,\n StackingMode,\n GraphTransform,\n AxisColorMode,\n GraphGradientMode,\n} from '@grafana/schema';\n\n// unit lookup needed to determine if we want power-of-2 or power-of-10 axis ticks\n// see categories.ts is @grafana/data\nconst IEC_UNITS = new Set([\n 'bytes',\n 'bits',\n 'kbytes',\n 'mbytes',\n 'gbytes',\n 'tbytes',\n 'pbytes',\n 'binBps',\n 'binbps',\n 'KiBs',\n 'Kibits',\n 'MiBs',\n 'Mibits',\n 'GiBs',\n 'Gibits',\n 'TiBs',\n 'Tibits',\n 'PiBs',\n 'Pibits',\n]);\n\nconst BIN_INCRS = Array(53);\n\nfor (let i = 0; i < BIN_INCRS.length; i++) {\n BIN_INCRS[i] = 2 ** i;\n}\n\nimport { UPlotConfigBuilder, UPlotConfigPrepFn } from '../../components/uPlot/config/UPlotConfigBuilder';\nimport { getScaleGradientFn } from '../../components/uPlot/config/gradientFills';\nimport { getStackingGroups, preparePlotData2 } from '../../components/uPlot/utils';\nimport { buildScaleKey } from '../GraphNG/utils';\n\nconst defaultFormatter = (v: any, decimals: DecimalCount = 1) => (v == null ? '-' : v.toFixed(decimals));\n\nconst defaultConfig: GraphFieldConfig = {\n drawStyle: GraphDrawStyle.Line,\n showPoints: VisibilityMode.Auto,\n axisPlacement: AxisPlacement.Auto,\n};\n\nexport const preparePlotConfigBuilder: UPlotConfigPrepFn<{\n sync?: () => DashboardCursorSync;\n}> = ({\n frame,\n theme,\n timeZones,\n getTimeRange,\n sync,\n allFrames,\n renderers,\n tweakScale = (opts) => opts,\n tweakAxis = (opts) => opts,\n}) => {\n const eventsScope = '__global_';\n\n const builder = new UPlotConfigBuilder(timeZones[0]);\n\n let alignedFrame: DataFrame;\n\n builder.setPrepData((frames) => {\n // cache alignedFrame\n alignedFrame = frames[0];\n\n return preparePlotData2(frames[0], builder.getStackingGroups());\n });\n\n // X is the first field in the aligned frame\n const xField = frame.fields[0];\n if (!xField) {\n return builder; // empty frame with no options\n }\n\n const xScaleKey = 'x';\n let yScaleKey = '';\n\n const xFieldAxisPlacement =\n xField.config.custom?.axisPlacement !== AxisPlacement.Hidden ? AxisPlacement.Bottom : AxisPlacement.Hidden;\n const xFieldAxisShow = xField.config.custom?.axisPlacement !== AxisPlacement.Hidden;\n\n if (xField.type === FieldType.time) {\n builder.addScale({\n scaleKey: xScaleKey,\n orientation: ScaleOrientation.Horizontal,\n direction: ScaleDirection.Right,\n isTime: true,\n range: () => {\n const r = getTimeRange();\n return [r.from.valueOf(), r.to.valueOf()];\n },\n });\n\n // filters first 2 ticks to make space for timezone labels\n const filterTicks: uPlot.Axis.Filter | undefined =\n timeZones.length > 1\n ? (u, splits) => {\n return splits.map((v, i) => (i < 2 ? null : v));\n }\n : undefined;\n\n for (let i = 0; i < timeZones.length; i++) {\n const timeZone = timeZones[i];\n builder.addAxis({\n scaleKey: xScaleKey,\n isTime: true,\n placement: xFieldAxisPlacement,\n show: xFieldAxisShow,\n label: xField.config.custom?.axisLabel,\n timeZone,\n theme,\n grid: { show: i === 0 && xField.config.custom?.axisGridShow },\n filter: filterTicks,\n });\n }\n\n // render timezone labels\n if (timeZones.length > 1) {\n builder.addHook('drawAxes', (u: uPlot) => {\n u.ctx.save();\n\n u.ctx.fillStyle = theme.colors.text.primary;\n u.ctx.textAlign = 'left';\n u.ctx.textBaseline = 'bottom';\n\n let i = 0;\n u.axes.forEach((a) => {\n if (a.side === 2) {\n //@ts-ignore\n let cssBaseline: number = a._pos + a._size;\n u.ctx.fillText(timeZones[i], u.bbox.left, cssBaseline * uPlot.pxRatio);\n i++;\n }\n });\n\n u.ctx.restore();\n });\n }\n } else {\n builder.addScale({\n scaleKey: xScaleKey,\n orientation: ScaleOrientation.Horizontal,\n direction: ScaleDirection.Right,\n range: (u, dataMin, dataMax) => [xField.config.min ?? dataMin, xField.config.max ?? dataMax],\n });\n\n builder.addAxis({\n scaleKey: xScaleKey,\n placement: xFieldAxisPlacement,\n show: xFieldAxisShow,\n label: xField.config.custom?.axisLabel,\n theme,\n grid: { show: xField.config.custom?.axisGridShow },\n formatValue: (v, decimals) => formattedValueToString(xField.display!(v, decimals)),\n });\n }\n\n let customRenderedFields =\n renderers?.flatMap((r) => Object.values(r.fieldMap).filter((name) => r.indicesOnly.indexOf(name) === -1)) ?? [];\n\n let indexByName: Map | undefined;\n\n for (let i = 1; i < frame.fields.length; i++) {\n const field = frame.fields[i];\n\n const config: FieldConfig = {\n ...field.config,\n custom: {\n ...defaultConfig,\n ...field.config.custom,\n },\n };\n\n const customConfig: GraphFieldConfig = config.custom!;\n\n if (field === xField || (field.type !== FieldType.number && field.type !== FieldType.enum)) {\n continue;\n }\n\n let fmt = field.display ?? defaultFormatter;\n if (field.config.custom?.stacking?.mode === StackingMode.Percent) {\n fmt = getDisplayProcessor({\n field: {\n ...field,\n config: {\n ...field.config,\n unit: 'percentunit',\n },\n },\n theme,\n });\n }\n const scaleKey = buildScaleKey(config, field.type);\n const colorMode = getFieldColorModeForField(field);\n const scaleColor = getFieldSeriesColor(field, theme);\n const seriesColor = scaleColor.color;\n\n // The builder will manage unique scaleKeys and combine where appropriate\n builder.addScale(\n tweakScale(\n {\n scaleKey,\n orientation: ScaleOrientation.Vertical,\n direction: ScaleDirection.Up,\n distribution: customConfig.scaleDistribution?.type,\n log: customConfig.scaleDistribution?.log,\n linearThreshold: customConfig.scaleDistribution?.linearThreshold,\n min: field.config.min,\n max: field.config.max,\n softMin: customConfig.axisSoftMin,\n softMax: customConfig.axisSoftMax,\n centeredZero: customConfig.axisCenteredZero,\n range:\n customConfig.stacking?.mode === StackingMode.Percent\n ? (u: uPlot, dataMin: number, dataMax: number) => {\n dataMin = dataMin < 0 ? -1 : 0;\n dataMax = dataMax > 0 ? 1 : 0;\n return [dataMin, dataMax];\n }\n : field.type === FieldType.enum\n ? (u: uPlot, dataMin: number, dataMax: number) => {\n // this is the exhaustive enum (stable)\n let len = field.config.type!.enum!.text!.length;\n\n return [-1, len];\n\n // these are only values that are present\n // return [dataMin - 1, dataMax + 1]\n }\n : undefined,\n decimals: field.config.decimals,\n },\n field\n )\n );\n\n if (!yScaleKey) {\n yScaleKey = scaleKey;\n }\n\n if (customConfig.axisPlacement !== AxisPlacement.Hidden) {\n let axisColor: uPlot.Axis.Stroke | undefined;\n\n if (customConfig.axisColorMode === AxisColorMode.Series) {\n if (\n colorMode.isByValue &&\n field.config.custom?.gradientMode === GraphGradientMode.Scheme &&\n colorMode.id === FieldColorModeId.Thresholds\n ) {\n axisColor = getScaleGradientFn(1, theme, colorMode, field.config.thresholds);\n } else {\n axisColor = seriesColor;\n }\n }\n\n const axisDisplayOptions = {\n border: {\n show: customConfig.axisBorderShow || false,\n width: 1 / devicePixelRatio,\n stroke: axisColor || theme.colors.text.primary,\n },\n ticks: {\n show: customConfig.axisBorderShow || false,\n stroke: axisColor || theme.colors.text.primary,\n },\n color: axisColor || theme.colors.text.primary,\n };\n\n let incrs: uPlot.Axis.Incrs | undefined;\n\n // TODO: these will be dynamic with frame updates, so need to accept getYTickLabels()\n let values: uPlot.Axis.Values | undefined;\n let splits: uPlot.Axis.Splits | undefined;\n\n if (IEC_UNITS.has(config.unit!)) {\n incrs = BIN_INCRS;\n } else if (field.type === FieldType.enum) {\n let text = field.config.type!.enum!.text!;\n splits = text.map((v: string, i: number) => i);\n values = text;\n }\n\n builder.addAxis(\n tweakAxis(\n {\n scaleKey,\n label: customConfig.axisLabel,\n size: customConfig.axisWidth,\n placement: customConfig.axisPlacement ?? AxisPlacement.Auto,\n formatValue: (v, decimals) => formattedValueToString(fmt(v, decimals)),\n theme,\n grid: { show: customConfig.axisGridShow },\n decimals: field.config.decimals,\n distr: customConfig.scaleDistribution?.type,\n splits,\n values,\n incrs,\n ...axisDisplayOptions,\n },\n field\n )\n );\n }\n\n const showPoints =\n customConfig.drawStyle === GraphDrawStyle.Points ? VisibilityMode.Always : customConfig.showPoints;\n\n let pointsFilter: uPlot.Series.Points.Filter = () => null;\n\n if (customConfig.spanNulls !== true) {\n pointsFilter = (u, seriesIdx, show, gaps) => {\n let filtered = [];\n\n let series = u.series[seriesIdx];\n\n if (!show && gaps && gaps.length) {\n const [firstIdx, lastIdx] = series.idxs!;\n const xData = u.data[0];\n const yData = u.data[seriesIdx];\n const firstPos = Math.round(u.valToPos(xData[firstIdx], 'x', true));\n const lastPos = Math.round(u.valToPos(xData[lastIdx], 'x', true));\n\n if (gaps[0][0] === firstPos) {\n filtered.push(firstIdx);\n }\n\n // show single points between consecutive gaps that share end/start\n for (let i = 0; i < gaps.length; i++) {\n let thisGap = gaps[i];\n let nextGap = gaps[i + 1];\n\n if (nextGap && thisGap[1] === nextGap[0]) {\n // approx when data density is > 1pt/px, since gap start/end pixels are rounded\n let approxIdx = u.posToIdx(thisGap[1], true);\n\n if (yData[approxIdx] == null) {\n // scan left/right alternating to find closest index with non-null value\n for (let j = 1; j < 100; j++) {\n if (yData[approxIdx + j] != null) {\n approxIdx += j;\n break;\n }\n if (yData[approxIdx - j] != null) {\n approxIdx -= j;\n break;\n }\n }\n }\n\n filtered.push(approxIdx);\n }\n }\n\n if (gaps[gaps.length - 1][1] === lastPos) {\n filtered.push(lastIdx);\n }\n }\n\n return filtered.length ? filtered : null;\n };\n }\n\n let { fillOpacity } = customConfig;\n\n let pathBuilder: uPlot.Series.PathBuilder | null = null;\n let pointsBuilder: uPlot.Series.Points.Show | null = null;\n\n if (field.state?.origin) {\n if (!indexByName) {\n indexByName = getNamesToFieldIndex(frame, allFrames);\n }\n\n const originFrame = allFrames[field.state.origin.frameIndex];\n const originField = originFrame?.fields[field.state.origin.fieldIndex];\n\n const dispName = getFieldDisplayName(originField ?? field, originFrame, allFrames);\n\n // disable default renderers\n if (customRenderedFields.indexOf(dispName) >= 0) {\n pathBuilder = () => null;\n pointsBuilder = () => undefined;\n } else if (customConfig.transform === GraphTransform.Constant) {\n // patch some monkeys!\n const defaultBuilder = uPlot.paths!.linear!();\n\n pathBuilder = (u, seriesIdx) => {\n //eslint-disable-next-line\n const _data: any[] = (u as any)._data; // uplot.AlignedData not exposed in types\n\n // the data we want the line renderer to pull is x at each plot edge with paired flat y values\n\n const r = getTimeRange();\n let xData = [r.from.valueOf(), r.to.valueOf()];\n let firstY = _data[seriesIdx].find((v: number | null | undefined) => v != null);\n let yData = [firstY, firstY];\n let fauxData = _data.slice();\n fauxData[0] = xData;\n fauxData[seriesIdx] = yData;\n\n //eslint-disable-next-line\n return defaultBuilder(\n {\n ...u,\n _data: fauxData,\n } as any,\n seriesIdx,\n 0,\n 1\n );\n };\n }\n\n if (customConfig.fillBelowTo) {\n const fillBelowToField = frame.fields.find(\n (f) =>\n customConfig.fillBelowTo === f.name ||\n customConfig.fillBelowTo === f.config?.displayNameFromDS ||\n customConfig.fillBelowTo === getFieldDisplayName(f, frame, allFrames)\n );\n\n const fillBelowDispName = fillBelowToField\n ? getFieldDisplayName(fillBelowToField, frame, allFrames)\n : customConfig.fillBelowTo;\n\n const t = indexByName.get(dispName);\n const b = indexByName.get(fillBelowDispName);\n if (isNumber(b) && isNumber(t)) {\n builder.addBand({\n series: [t, b],\n fill: undefined, // using null will have the band use fill options from `t`\n });\n\n if (!fillOpacity) {\n fillOpacity = 35; // default from flot\n }\n } else {\n fillOpacity = 0;\n }\n }\n }\n\n let dynamicSeriesColor: ((seriesIdx: number) => string | undefined) | undefined = undefined;\n\n if (colorMode.id === FieldColorModeId.Thresholds) {\n dynamicSeriesColor = (seriesIdx) => getFieldSeriesColor(alignedFrame.fields[seriesIdx], theme).color;\n }\n\n builder.addSeries({\n pathBuilder,\n pointsBuilder,\n scaleKey,\n showPoints,\n pointsFilter,\n colorMode,\n fillOpacity,\n theme,\n dynamicSeriesColor,\n drawStyle: customConfig.drawStyle!,\n lineColor: customConfig.lineColor ?? seriesColor,\n lineWidth: customConfig.lineWidth,\n lineInterpolation: customConfig.lineInterpolation,\n lineStyle: customConfig.lineStyle,\n barAlignment: customConfig.barAlignment,\n barWidthFactor: customConfig.barWidthFactor,\n barMaxWidth: customConfig.barMaxWidth,\n pointSize: customConfig.pointSize,\n spanNulls: customConfig.spanNulls || false,\n show: !customConfig.hideFrom?.viz,\n gradientMode: customConfig.gradientMode,\n thresholds: config.thresholds,\n hardMin: field.config.min,\n hardMax: field.config.max,\n softMin: customConfig.axisSoftMin,\n softMax: customConfig.axisSoftMax,\n // The following properties are not used in the uPlot config, but are utilized as transport for legend config\n dataFrameFieldIndex: field.state?.origin,\n });\n\n // Render thresholds in graph\n if (customConfig.thresholdsStyle && config.thresholds) {\n const thresholdDisplay = customConfig.thresholdsStyle.mode ?? GraphThresholdsStyleMode.Off;\n if (thresholdDisplay !== GraphThresholdsStyleMode.Off) {\n builder.addThresholds({\n config: customConfig.thresholdsStyle,\n thresholds: config.thresholds,\n scaleKey,\n theme,\n hardMin: field.config.min,\n hardMax: field.config.max,\n softMin: customConfig.axisSoftMin,\n softMax: customConfig.axisSoftMax,\n });\n }\n }\n }\n\n let stackingGroups = getStackingGroups(frame);\n\n builder.setStackingGroups(stackingGroups);\n\n // hook up custom/composite renderers\n renderers?.forEach((r) => {\n if (!indexByName) {\n indexByName = getNamesToFieldIndex(frame, allFrames);\n }\n let fieldIndices: Record = {};\n\n for (let key in r.fieldMap) {\n let dispName = r.fieldMap[key];\n fieldIndices[key] = indexByName.get(dispName)!;\n }\n\n r.init(builder, fieldIndices);\n });\n\n builder.scaleKeys = [xScaleKey, yScaleKey];\n\n // if hovered value is null, how far we may scan left/right to hover nearest non-null\n const hoverProximityPx = 15;\n\n let cursor: Partial = {\n // this scans left and right from cursor position to find nearest data index with value != null\n // TODO: do we want to only scan past undefined values, but halt at explicit null values?\n dataIdx: (self, seriesIdx, hoveredIdx, cursorXVal) => {\n let seriesData = self.data[seriesIdx];\n\n if (seriesData[hoveredIdx] == null) {\n let nonNullLft = null,\n nonNullRgt = null,\n i;\n\n i = hoveredIdx;\n while (nonNullLft == null && i-- > 0) {\n if (seriesData[i] != null) {\n nonNullLft = i;\n }\n }\n\n i = hoveredIdx;\n while (nonNullRgt == null && i++ < seriesData.length) {\n if (seriesData[i] != null) {\n nonNullRgt = i;\n }\n }\n\n let xVals = self.data[0];\n\n let curPos = self.valToPos(cursorXVal, 'x');\n let rgtPos = nonNullRgt == null ? Infinity : self.valToPos(xVals[nonNullRgt], 'x');\n let lftPos = nonNullLft == null ? -Infinity : self.valToPos(xVals[nonNullLft], 'x');\n\n let lftDelta = curPos - lftPos;\n let rgtDelta = rgtPos - curPos;\n\n if (lftDelta <= rgtDelta) {\n if (lftDelta <= hoverProximityPx) {\n hoveredIdx = nonNullLft!;\n }\n } else {\n if (rgtDelta <= hoverProximityPx) {\n hoveredIdx = nonNullRgt!;\n }\n }\n }\n\n return hoveredIdx;\n },\n };\n\n if (sync && sync() !== DashboardCursorSync.Off) {\n cursor.sync = {\n key: eventsScope,\n scales: [xScaleKey, null],\n };\n }\n\n builder.setCursor(cursor);\n\n return builder;\n};\n\nexport function getNamesToFieldIndex(frame: DataFrame, allFrames: DataFrame[]): Map {\n const originNames = new Map();\n frame.fields.forEach((field, i) => {\n const origin = field.state?.origin;\n if (origin) {\n const origField = allFrames[origin.frameIndex]?.fields[origin.fieldIndex];\n if (origField) {\n originNames.set(getFieldDisplayName(origField, allFrames[origin.frameIndex], allFrames), i);\n }\n }\n });\n return 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