grafana/public/app/plugins/panel/timeseries/utils.ts

import {
  ArrayVector,
  DataFrame,
  Field,
  FieldType,
  getDisplayProcessor,
  GrafanaTheme2,
  isBooleanUnit,
  TimeRange,
} from '@grafana/data';
import { GraphFieldConfig, LineInterpolation } from '@grafana/schema';
import { applyNullInsertThreshold } from '@grafana/ui/src/components/GraphNG/nullInsertThreshold';
import { nullToValue } from '@grafana/ui/src/components/GraphNG/nullToValue';

/**
 * Returns null if there are no graphable fields
 */
export function prepareGraphableFields(
  series: DataFrame[],
  theme: GrafanaTheme2,
  timeRange?: TimeRange
): DataFrame[] | null {
  if (!series?.length) {
    return null;
  }

  let copy: Field;

  const frames: DataFrame[] = [];

  for (let frame of series) {
    const fields: Field[] = [];

    let hasTimeField = false;
    let hasValueField = false;

    let nulledFrame = applyNullInsertThreshold({
      frame,
      refFieldPseudoMin: timeRange?.from.valueOf(),
      refFieldPseudoMax: timeRange?.to.valueOf(),
    });

    for (const field of nullToValue(nulledFrame).fields) {
      switch (field.type) {
        case FieldType.time:
          hasTimeField = true;
          fields.push(field);
          break;
        case FieldType.number:
          hasValueField = true;
          copy = {
            ...field,
            values: new ArrayVector(
              field.values.toArray().map((v) => {
                if (!(Number.isFinite(v) || v == null)) {
                  return null;
                }
                return v;
              })
            ),
          };

          fields.push(copy);
          break; // ok
        case FieldType.boolean:
          hasValueField = true;
          const custom: GraphFieldConfig = field.config?.custom ?? {};
          const config = {
            ...field.config,
            max: 1,
            min: 0,
            custom,
          };

          // smooth and linear do not make sense
          if (custom.lineInterpolation !== LineInterpolation.StepBefore) {
            custom.lineInterpolation = LineInterpolation.StepAfter;
          }

          copy = {
            ...field,
            config,
            type: FieldType.number,
            values: new ArrayVector(
              field.values.toArray().map((v) => {
                if (v == null) {
                  return v;
                }
                return Boolean(v) ? 1 : 0;
              })
            ),
          };

          if (!isBooleanUnit(config.unit)) {
            config.unit = 'bool';
            copy.display = getDisplayProcessor({ field: copy, theme });
          }

          fields.push(copy);
          break;
      }
    }

    if (hasTimeField && hasValueField) {
      frames.push({
        ...frame,
        length: nulledFrame.length,
        fields,
      });
    }
  }

  if (frames.length) {
    return frames;
  }

  return null;
}

export function getTimezones(timezones: string[] | undefined, defaultTimezone: string): string[] {
  if (!timezones || !timezones.length) {
    return [defaultTimezone];
  }
  return timezones.map((v) => (v?.length ? v : defaultTimezone));
}