@grafana/data#reduceField TypeScript Examples

The following examples show how to use @grafana/data#reduceField. You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may check out the related API usage on the sidebar.
Example #1
Source File: module.ts    From grafana-chinese with Apache License 2.0 5 votes vote down vote up 
processField(fieldInfo: FieldInfo) {
    const { panel, dashboard } = this;

    const name = fieldInfo.field.config.title || fieldInfo.field.name;
    let calc = panel.valueName;
    let calcField = fieldInfo.field;
    let val: any = undefined;

    if ('name' === calc) {
      val = name;
    } else {
      if ('last_time' === calc) {
        if (fieldInfo.frame.firstTimeField) {
          calcField = fieldInfo.frame.firstTimeField;
          calc = ReducerID.last;
        }
      }

      // Normalize functions (avg -> mean, etc)
      const r = fieldReducers.getIfExists(calc);
      if (r) {
        calc = r.id;
        // With strings, don't accidentally use a math function
        if (calcField.type === FieldType.string) {
          const avoid = [ReducerID.mean, ReducerID.sum];
          if (avoid.includes(calc)) {
            calc = panel.valueName = ReducerID.first;
          }
        }
      } else {
        calc = ReducerID.lastNotNull;
      }

      // Calculate the value
      val = reduceField({
        field: calcField,
        reducers: [calc],
      })[calc];
    }

    const processor = getDisplayProcessor({
      field: {
        ...fieldInfo.field,
        config: {
          ...fieldInfo.field.config,
          unit: panel.format,
          decimals: panel.decimals,
          mappings: convertOldAngularValueMapping(panel),
        },
      },
      theme: config.theme,
      timeZone: dashboard.getTimezone(),
    });

    const sparkline: any[] = [];
    const data = {
      field: fieldInfo.field,
      value: val,
      display: processor(val),
      scopedVars: _.extend({}, panel.scopedVars),
      sparkline,
    };

    data.scopedVars['__name'] = { value: name };
    panel.tableColumn = this.fieldNames.length > 1 ? name : '';

    // Get the fields for a sparkline
    if (panel.sparkline && panel.sparkline.show && fieldInfo.frame.firstTimeField) {
      data.sparkline = getFlotPairs({
        xField: fieldInfo.frame.firstTimeField,
        yField: fieldInfo.field,
        nullValueMode: panel.nullPointMode,
      });
    }

    return data;
  }
Example #2
Source File: getGraphSeriesModel.ts    From grafana-chinese with Apache License 2.0 4 votes vote down vote up 
getGraphSeriesModel = (
  dataFrames: DataFrame[],
  timeZone: TimeZone,
  seriesOptions: SeriesOptions,
  graphOptions: GraphOptions,
  legendOptions: GraphLegendEditorLegendOptions,
  fieldOptions?: FieldDisplayOptions
) => {
  const graphs: GraphSeriesXY[] = [];

  const displayProcessor = getDisplayProcessor({
    field: {
      config: {
        unit: fieldOptions?.defaults?.unit,
        decimals: legendOptions.decimals,
      },
    },
  });

  let fieldColumnIndex = -1;
  for (const series of dataFrames) {
    const { timeField } = getTimeField(series);
    if (!timeField) {
      continue;
    }

    for (const field of series.fields) {
      if (field.type !== FieldType.number) {
        continue;
      }
      // Storing index of series field for future inspection
      fieldColumnIndex++;

      // Use external calculator just to make sure it works :)
      const points = getFlotPairs({
        xField: timeField,
        yField: field,
        nullValueMode: NullValueMode.Null,
      });

      if (points.length > 0) {
        const seriesStats = reduceField({ field, reducers: legendOptions.stats });
        let statsDisplayValues: DisplayValue[];

        if (legendOptions.stats) {
          statsDisplayValues = legendOptions.stats.map<DisplayValue>(stat => {
            const statDisplayValue = displayProcessor(seriesStats[stat]);

            return {
              ...statDisplayValue,
              title: stat,
            };
          });
        }

        let color: FieldColor;
        if (seriesOptions[field.name] && seriesOptions[field.name].color) {
          // Case when panel has settings provided via SeriesOptions, i.e. graph panel
          color = {
            mode: FieldColorMode.Fixed,
            fixedColor: seriesOptions[field.name].color,
          };
        } else if (field.config && field.config.color) {
          // Case when color settings are set on field, i.e. Explore logs histogram (see makeSeriesForLogs)
          color = field.config.color;
        } else {
          color = {
            mode: FieldColorMode.Fixed,
            fixedColor: colors[graphs.length % colors.length],
          };
        }

        field.config = fieldOptions
          ? {
              ...field.config,
              unit: fieldOptions.defaults.unit,
              decimals: fieldOptions.defaults.decimals,
              color,
            }
          : { ...field.config, color };

        field.display = getDisplayProcessor({ field });

        // Time step is used to determine bars width when graph is rendered as bar chart
        const timeStep = getSeriesTimeStep(timeField);
        const useMsDateFormat = hasMsResolution(timeField);

        timeField.display = getDisplayProcessor({
          timeZone,
          field: {
            ...timeField,
            type: timeField.type,
            config: {
              unit: `time:${useMsDateFormat ? MS_DATE_TIME_FORMAT : DEFAULT_DATE_TIME_FORMAT}`,
            },
          },
        });

        graphs.push({
          label: field.name,
          data: points,
          color: field.config.color?.fixedColor,
          info: statsDisplayValues,
          isVisible: true,
          yAxis: {
            index: (seriesOptions[field.name] && seriesOptions[field.name].yAxis) || 1,
          },
          // This index is used later on to retrieve appropriate series/time for X and Y axes
          seriesIndex: fieldColumnIndex,
          timeField: { ...timeField },
          valueField: { ...field },
          timeStep,
        });
      }
    }
  }

  return graphs;
}
Example #3
Source File: getGraphSeriesModel.ts    From loudml-grafana-app with MIT License 4 votes vote down vote up 
getGraphSeriesModel = (
  dataFrames: DataFrame[],
  timeZone: TimeZone,
  seriesOptions: SeriesOptions,
  graphOptions: GraphOptions,
  legendOptions: GraphLegendEditorLegendOptions,
  fieldOptions?: FieldDisplayOptions
) => {
  const graphs: GraphSeriesXY[] = [];

  const displayProcessor = getDisplayProcessor({
    field: {
      config: {
        unit: fieldOptions?.defaults?.unit,
        decimals: legendOptions.decimals,
      },
    },
  });

  let fieldColumnIndex = -1;
  for (const series of dataFrames) {
    const { timeField } = getTimeField(series);
    if (!timeField) {
      continue;
    }

    for (const field of series.fields) {
      if (field.type !== FieldType.number) {
        continue;
      }
      // Storing index of series field for future inspection
      fieldColumnIndex++;

      // Use external calculator just to make sure it works :)
      const points = getFlotPairs({
        xField: timeField,
        yField: field,
        nullValueMode: NullValueMode.Null,
      });

      if (points.length > 0) {
        const seriesStats = reduceField({ field, reducers: legendOptions.stats });
        let statsDisplayValues: DisplayValue[];

        if (legendOptions.stats) {
          statsDisplayValues = legendOptions.stats.map<DisplayValue>(stat => {
            const statDisplayValue = displayProcessor(seriesStats[stat]);

            return {
              ...statDisplayValue,
              title: stat,
            };
          });
        }

        let color: FieldColor;
        if (seriesOptions[field.name] && seriesOptions[field.name].color) {
          // Case when panel has settings provided via SeriesOptions, i.e. graph panel
          color = {
            mode: FieldColorMode.Fixed,
            fixedColor: seriesOptions[field.name].color,
          };
        } else if (field.config && field.config.color) {
          // Case when color settings are set on field, i.e. Explore logs histogram (see makeSeriesForLogs)
          color = field.config.color;
        } else {
          color = {
            mode: FieldColorMode.Fixed,
            fixedColor: colors[graphs.length % colors.length],
          };
        }

        field.config = fieldOptions
          ? {
              ...field.config,
              unit: fieldOptions.defaults.unit,
              decimals: fieldOptions.defaults.decimals,
              color,
            }
          : { ...field.config, color };

        field.display = getDisplayProcessor({ field });

        // Time step is used to determine bars width when graph is rendered as bar chart
        const timeStep = getSeriesTimeStep(timeField);
        const useMsDateFormat = hasMsResolution(timeField);

        timeField.display = getDisplayProcessor({
          timeZone,
          field: {
            ...timeField,
            type: timeField.type,
            config: {
              unit: `time:${useMsDateFormat ? MS_DATE_TIME_FORMAT : DEFAULT_DATE_TIME_FORMAT}`,
            },
          },
        });

        graphs.push({
          label: field.name,
          data: points,
          color: field.config.color?.fixedColor,
          info: statsDisplayValues,
          isVisible: true,
          yAxis: {
            index: (seriesOptions[field.name] && seriesOptions[field.name].yAxis) || 1,
          },
          // This index is used later on to retrieve appropriate series/time for X and Y axes
          seriesIndex: fieldColumnIndex,
          timeField: { ...timeField },
          valueField: { ...field },
          timeStep,
        });
      }
    }
  }

  return graphs;
}