@grafana/ui/dist/esm/components/uPlot/utils.mjs.map

Grafana Components Library

{"version":3,"file":"utils.mjs","sources":["../../../../src/components/uPlot/utils.ts"],"sourcesContent":["import uPlot, { AlignedData, Options, PaddingSide } from 'uplot';\n\nimport {\n  DataFrame,\n  DisplayProcessor,\n  DisplayValue,\n  Field,\n  fieldReducers,\n  getDisplayProcessor,\n  GrafanaTheme2,\n  reduceField,\n  ReducerID,\n} from '@grafana/data';\nimport { BarAlignment, GraphDrawStyle, GraphTransform, LineInterpolation, StackingMode } from '@grafana/schema';\n\nimport { attachDebugger } from '../../utils/debug';\nimport { createLogger } from '../../utils/logger';\n\nimport { buildScaleKey } from './internal';\n\nconst paddingSide: PaddingSide = (u, side, sidesWithAxes) => {\n  let hasCrossAxis = side % 2 ? sidesWithAxes[0] || sidesWithAxes[2] : sidesWithAxes[1] || sidesWithAxes[3];\n\n  return sidesWithAxes[side] || !hasCrossAxis ? 0 : 8;\n};\n\nexport const DEFAULT_PLOT_CONFIG: Partial<Options> = {\n  ms: 1,\n  focus: {\n    alpha: 1,\n  },\n  cursor: {\n    focus: {\n      prox: 30,\n    },\n  },\n  legend: {\n    show: false,\n  },\n  padding: [paddingSide, paddingSide, paddingSide, paddingSide],\n  series: [],\n  hooks: {},\n};\n\n/** @internal */\ninterface StackMeta {\n  totals: AlignedData;\n}\n\n/** @internal */\nexport interface StackingGroup {\n  series: number[];\n  dir: StackDirection;\n}\n\n/** @internal */\nconst enum StackDirection {\n  Pos = 1,\n  Neg = -1,\n}\n\n// generates bands between adjacent group series\n/** @internal */\nexport function getStackingBands(group: StackingGroup) {\n  let bands: uPlot.Band[] = [];\n  let { series, dir } = group;\n  let lastIdx = series.length - 1;\n\n  let rSeries = series.slice().reverse();\n\n  rSeries.forEach((si, i) => {\n    if (i !== lastIdx) {\n      let nextIdx = rSeries[i + 1];\n      bands.push({\n        series: [si, nextIdx],\n        // fill direction is inverted from stack direction\n        dir: (-1 * dir) as 1 | -1,\n      });\n    }\n  });\n\n  return bands;\n}\n\n// expects an AlignedFrame\n/** @internal */\nexport function getStackingGroups(frame: DataFrame) {\n  let groups: Map<string, StackingGroup> = new Map();\n\n  frame.fields.forEach(({ config, values, type }, i) => {\n    // skip x or time field\n    if (i === 0) {\n      return;\n    }\n\n    let { custom } = config;\n\n    if (custom == null) {\n      return;\n    }\n\n    // TODO: currently all AlignedFrame fields end up in uplot series & data, even custom.hideFrom?.viz\n    // ideally hideFrom.viz fields would be excluded so we can remove this\n    if (custom.hideFrom?.viz) {\n      return;\n    }\n\n    let { stacking } = custom;\n\n    if (stacking == null) {\n      return;\n    }\n\n    let { mode: stackingMode, group: stackingGroup } = stacking;\n\n    // not stacking\n    if (stackingMode === StackingMode.None) {\n      return;\n    }\n\n    // will this be stacked up or down after any transforms applied\n    let transform = custom.transform;\n    let stackDir = getStackDirection(transform, values);\n\n    let drawStyle: GraphDrawStyle = custom.drawStyle;\n    let drawStyle2: BarAlignment | LineInterpolation | null =\n      drawStyle === GraphDrawStyle.Bars\n        ? custom.barAlignment\n        : drawStyle === GraphDrawStyle.Line\n          ? custom.lineInterpolation\n          : null;\n\n    let stackKey = `${stackDir}|${stackingMode}|${stackingGroup}|${buildScaleKey(\n      config,\n      type\n    )}|${drawStyle}|${drawStyle2}`;\n\n    let group = groups.get(stackKey);\n\n    if (group == null) {\n      group = {\n        series: [],\n        dir: stackDir,\n      };\n\n      groups.set(stackKey, group);\n    }\n\n    group.series.push(i);\n  });\n\n  return [...groups.values()];\n}\n\n/** @internal */\nexport function preparePlotData2(\n  frame: DataFrame,\n  stackingGroups: StackingGroup[],\n  onStackMeta?: (meta: StackMeta) => void\n): AlignedData {\n  let data = Array(frame.fields.length);\n\n  let stacksQty = stackingGroups.length;\n\n  let dataLen = frame.length;\n  let zeroArr = stacksQty > 0 ? Array(dataLen).fill(0) : [];\n  let falseArr = stacksQty > 0 ? Array(dataLen).fill(false) : [];\n  let accums = Array.from({ length: stacksQty }, () => zeroArr.slice());\n\n  let anyValsAtX = Array.from({ length: stacksQty }, () => falseArr.slice());\n\n  // figure out at which time indices each stacking group has any values\n  // (needed to avoid absorbing initial accum 0s at unrelated joined timestamps)\n  stackingGroups.forEach((group, groupIdx) => {\n    let groupValsAtX = anyValsAtX[groupIdx];\n\n    group.series.forEach((seriesIdx) => {\n      let field = frame.fields[seriesIdx];\n\n      if (field.config.custom?.hideFrom?.viz) {\n        return;\n      }\n\n      let vals = field.values;\n\n      for (let i = 0; i < dataLen; i++) {\n        if (vals[i] != null) {\n          groupValsAtX[i] = true;\n        }\n      }\n    });\n  });\n\n  frame.fields.forEach((field, i) => {\n    let vals = field.values;\n\n    if (i === 0) {\n      data[i] = vals;\n      return;\n    }\n\n    let { custom } = field.config;\n\n    if (!custom || custom.hideFrom?.viz) {\n      data[i] = vals;\n      return;\n    }\n\n    // apply transforms\n    if (custom.transform === GraphTransform.Constant) {\n      let firstValIdx = vals.findIndex((v) => v != null);\n      let firstVal = vals[firstValIdx];\n      vals = Array(vals.length).fill(undefined);\n      vals[firstValIdx] = firstVal;\n    } else {\n      vals = vals.slice();\n\n      if (custom.transform === GraphTransform.NegativeY) {\n        for (let i = 0; i < vals.length; i++) {\n          if (vals[i] != null) {\n            vals[i] *= -1;\n          }\n        }\n      }\n    }\n\n    let stackingMode = custom.stacking?.mode;\n\n    if (!stackingMode || stackingMode === StackingMode.None) {\n      data[i] = vals;\n    } else {\n      let stackIdx = stackingGroups.findIndex((group) => group.series.indexOf(i) > -1);\n\n      let accum = accums[stackIdx];\n      let groupValsAtX = anyValsAtX[stackIdx];\n      let stacked = (data[i] = Array(dataLen));\n\n      for (let i = 0; i < dataLen; i++) {\n        let v = vals[i];\n\n        if (v != null) {\n          stacked[i] = accum[i] += v;\n        } else {\n          stacked[i] = groupValsAtX[i] ? accum[i] : v;\n        }\n      }\n    }\n  });\n\n  if (onStackMeta) {\n    let accumsBySeriesIdx = data.map((vals, i) => {\n      let stackIdx = stackingGroups.findIndex((group) => group.series.indexOf(i) > -1);\n      return stackIdx !== -1 ? accums[stackIdx] : vals;\n    });\n\n    onStackMeta({\n      totals: accumsBySeriesIdx,\n    });\n  }\n\n  // re-compute by percent\n  frame.fields.forEach((field, i) => {\n    if (i === 0 || field.config.custom?.hideFrom?.viz) {\n      return;\n    }\n\n    let stackingMode = field.config.custom?.stacking?.mode;\n\n    if (stackingMode === StackingMode.Percent) {\n      let stackIdx = stackingGroups.findIndex((group) => group.series.indexOf(i) > -1);\n      let accum = accums[stackIdx];\n      let group = stackingGroups[stackIdx];\n\n      let stacked = data[i];\n\n      for (let i = 0; i < dataLen; i++) {\n        let v = stacked[i];\n\n        if (v != null) {\n          // v / accum will always be pos, so properly (re)sign by group stacking dir\n          stacked[i] = accum[i] === 0 ? 0 : group.dir * (v / accum[i]);\n        }\n      }\n    }\n  });\n\n  return data;\n}\n\n/**\n * Finds y axis midpoint for point at given idx (css pixels relative to uPlot canvas)\n * @internal\n **/\n\nexport function findMidPointYPosition(u: uPlot, idx: number) {\n  let y;\n  let sMaxIdx = 1;\n  let sMinIdx = 1;\n  // assume min/max being values of 1st series\n  let max = u.data[1][idx];\n  let min = u.data[1][idx];\n\n  // find min max values AND ids of the corresponding series to get the scales\n  for (let i = 1; i < u.data.length; i++) {\n    const sData = u.data[i];\n    const sVal = sData[idx];\n    if (sVal != null) {\n      if (max == null) {\n        max = sVal;\n      } else {\n        if (sVal > max) {\n          max = u.data[i][idx];\n          sMaxIdx = i;\n        }\n      }\n      if (min == null) {\n        min = sVal;\n      } else {\n        if (sVal < min) {\n          min = u.data[i][idx];\n          sMinIdx = i;\n        }\n      }\n    }\n  }\n\n  if (min == null && max == null) {\n    // no tooltip to show\n    y = undefined;\n  } else if (min != null && max != null) {\n    // find median position\n    y = (u.valToPos(min, u.series[sMinIdx].scale!) + u.valToPos(max, u.series[sMaxIdx].scale!)) / 2;\n  } else {\n    // snap tooltip to min OR max point, one of those is not null :)\n    y = u.valToPos((min || max)!, u.series[(sMaxIdx || sMinIdx)!].scale!);\n  }\n\n  // if y is out of canvas bounds, snap it to the bottom\n  if (y !== undefined && y < 0) {\n    y = u.bbox.height / devicePixelRatio;\n  }\n\n  return y;\n}\n\nfunction getStackDirection(transform: GraphTransform, data: unknown[]) {\n  const hasNegSamp = hasNegSample(data);\n\n  if (transform === GraphTransform.NegativeY) {\n    return hasNegSamp ? StackDirection.Pos : StackDirection.Neg;\n  }\n  return hasNegSamp ? StackDirection.Neg : StackDirection.Pos;\n}\n\n// similar to isLikelyAscendingVector()\nfunction hasNegSample(data: unknown[], samples = 100) {\n  const len = data.length;\n\n  if (len === 0) {\n    return false;\n  }\n\n  // skip leading & trailing nullish\n  let firstIdx = 0;\n  let lastIdx = len - 1;\n\n  while (firstIdx <= lastIdx && data[firstIdx] == null) {\n    firstIdx++;\n  }\n\n  while (lastIdx >= firstIdx && data[lastIdx] == null) {\n    lastIdx--;\n  }\n\n  let negCount = 0;\n  let posCount = 0;\n\n  if (lastIdx >= firstIdx) {\n    const stride = Math.max(1, Math.floor((lastIdx - firstIdx + 1) / samples));\n\n    for (let i = firstIdx; i <= lastIdx; i += stride) {\n      const v = data[i];\n\n      if (v != null && typeof v === 'number') {\n        if (v < 0 || Object.is(v, -0)) {\n          negCount++;\n        } else if (v > 0) {\n          posCount++;\n        }\n      }\n    }\n\n    if (negCount > posCount) {\n      return true;\n    }\n  }\n\n  return false;\n}\n\nexport const getDisplayValuesForCalcs = (calcs: string[], field: Field, theme: GrafanaTheme2) => {\n  if (!calcs?.length) {\n    return [];\n  }\n\n  const defaultFormatter = (v: any) => (v == null ? '-' : v.toFixed(1));\n  const fmt = field.display ?? defaultFormatter;\n  let countFormatter: DisplayProcessor | null = null;\n\n  const fieldCalcs = reduceField({\n    field: field,\n    reducers: calcs,\n  });\n\n  return calcs.map<DisplayValue>((reducerId) => {\n    const fieldReducer = fieldReducers.get(reducerId);\n    let formatter = fmt;\n\n    if (fieldReducer.id === ReducerID.diffperc) {\n      formatter = getDisplayProcessor({\n        field: {\n          ...field,\n          config: {\n            ...field.config,\n            unit: 'percent',\n          },\n        },\n        theme,\n      });\n    }\n\n    if (\n      fieldReducer.id === ReducerID.count ||\n      fieldReducer.id === ReducerID.changeCount ||\n      fieldReducer.id === ReducerID.distinctCount\n    ) {\n      if (!countFormatter) {\n        countFormatter = getDisplayProcessor({\n          field: {\n            ...field,\n            config: {\n              ...field.config,\n              unit: 'none',\n    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