superset transformProps 源码

superset transformProps 代码

文件路径：/superset-frontend/plugins/plugin-chart-echarts/src/BigNumber/BigNumberWithTrendline/transformProps.ts

/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */
import {
  extractTimegrain,
  getNumberFormatter,
  NumberFormats,
  GenericDataType,
  getMetricLabel,
  t,
  smartDateVerboseFormatter,
  NumberFormatter,
  TimeFormatter,
  getXAxisLabel,
} from '@superset-ui/core';
import { EChartsCoreOption, graphic } from 'echarts';
import {
  BigNumberDatum,
  BigNumberWithTrendlineChartProps,
  TimeSeriesDatum,
} from '../types';
import { getDateFormatter, parseMetricValue } from '../utils';

const defaultNumberFormatter = getNumberFormatter();
export function renderTooltipFactory(
  formatDate: TimeFormatter = smartDateVerboseFormatter,
  formatValue: NumberFormatter | TimeFormatter = defaultNumberFormatter,
) {
  return function renderTooltip(params: { data: TimeSeriesDatum }[]) {
    return `
      ${formatDate(params[0].data[0])}
      <br />
      <strong>
        ${
          params[0].data[1] === null ? t('N/A') : formatValue(params[0].data[1])
        }
      </strong>
    `;
  };
}

const formatPercentChange = getNumberFormatter(
  NumberFormats.PERCENT_SIGNED_1_POINT,
);

export default function transformProps(
  chartProps: BigNumberWithTrendlineChartProps,
) {
  const {
    width,
    height,
    queriesData,
    formData,
    rawFormData,
    theme,
    hooks,
    inContextMenu,
  } = chartProps;
  const {
    colorPicker,
    compareLag: compareLag_,
    compareSuffix = '',
    timeFormat,
    headerFontSize,
    metric = 'value',
    showTimestamp,
    showTrendLine,
    startYAxisAtZero,
    subheader = '',
    subheaderFontSize,
    forceTimestampFormatting,
    yAxisFormat,
    timeRangeFixed,
  } = formData;
  const granularity = extractTimegrain(rawFormData);
  const {
    data = [],
    colnames = [],
    coltypes = [],
    from_dttm: fromDatetime,
    to_dttm: toDatetime,
  } = queriesData[0];
  const metricName = getMetricLabel(metric);
  const compareLag = Number(compareLag_) || 0;
  let formattedSubheader = subheader;

  const { r, g, b } = colorPicker;
  const mainColor = `rgb(${r}, ${g}, ${b})`;

  const timeColumn = getXAxisLabel(rawFormData) as string;
  let trendLineData;
  let percentChange = 0;
  let bigNumber = data.length === 0 ? null : data[0][metricName];
  let timestamp = data.length === 0 ? null : data[0][timeColumn];
  let bigNumberFallback;

  const metricColtypeIndex = colnames.findIndex(name => name === metricName);
  const metricColtype =
    metricColtypeIndex > -1 ? coltypes[metricColtypeIndex] : null;

  if (data.length > 0) {
    const sortedData = (data as BigNumberDatum[])
      .map(d => [d[timeColumn], parseMetricValue(d[metricName])])
      // sort in time descending order
      .sort((a, b) => (a[0] !== null && b[0] !== null ? b[0] - a[0] : 0));

    bigNumber = sortedData[0][1];
    timestamp = sortedData[0][0];

    if (bigNumber === null) {
      bigNumberFallback = sortedData.find(d => d[1] !== null);
      bigNumber = bigNumberFallback ? bigNumberFallback[1] : null;
      timestamp = bigNumberFallback ? bigNumberFallback[0] : null;
    }

    if (compareLag > 0) {
      const compareIndex = compareLag;
      if (compareIndex < sortedData.length) {
        const compareValue = sortedData[compareIndex][1];
        // compare values must both be non-nulls
        if (bigNumber !== null && compareValue !== null) {
          percentChange = compareValue
            ? (bigNumber - compareValue) / Math.abs(compareValue)
            : 0;
          formattedSubheader = `${formatPercentChange(
            percentChange,
          )} ${compareSuffix}`;
        }
      }
    }
    sortedData.reverse();
    trendLineData = showTrendLine ? sortedData : undefined;
  }

  let className = '';
  if (percentChange > 0) {
    className = 'positive';
  } else if (percentChange < 0) {
    className = 'negative';
  }

  let metricEntry;
  if (chartProps.datasource?.metrics) {
    metricEntry = chartProps.datasource.metrics.find(
      metricEntry => metricEntry.metric_name === metric,
    );
  }

  const formatTime = getDateFormatter(
    timeFormat,
    granularity,
    metricEntry?.d3format,
  );

  const headerFormatter =
    metricColtype === GenericDataType.TEMPORAL ||
    metricColtype === GenericDataType.STRING ||
    forceTimestampFormatting
      ? formatTime
      : getNumberFormatter(yAxisFormat ?? metricEntry?.d3format ?? undefined);

  if (trendLineData && timeRangeFixed && fromDatetime) {
    const toDatetimeOrToday = toDatetime ?? Date.now();
    if (!trendLineData[0][0] || trendLineData[0][0] > fromDatetime) {
      trendLineData.unshift([fromDatetime, null]);
    }
    if (
      !trendLineData[trendLineData.length - 1][0] ||
      trendLineData[trendLineData.length - 1][0]! < toDatetimeOrToday
    ) {
      trendLineData.push([toDatetimeOrToday, null]);
    }
  }

  const echartOptions: EChartsCoreOption = trendLineData
    ? {
        series: [
          {
            data: trendLineData,
            type: 'line',
            smooth: true,
            symbol: 'circle',
            symbolSize: 10,
            showSymbol: false,
            color: mainColor,
            areaStyle: {
              color: new graphic.LinearGradient(0, 0, 0, 1, [
                {
                  offset: 0,
                  color: mainColor,
                },
                {
                  offset: 1,
                  color: theme.colors.grayscale.light5,
                },
              ]),
            },
          },
        ],
        xAxis: {
          min: trendLineData[0][0],
          max: trendLineData[trendLineData.length - 1][0],
          show: false,
          type: 'value',
        },
        yAxis: {
          scale: !startYAxisAtZero,
          show: false,
        },
        grid: {
          left: 0,
          right: 0,
          top: 0,
          bottom: 0,
        },
        tooltip: {
          appendToBody: true,
          show: !inContextMenu,
          trigger: 'axis',
          confine: true,
          formatter: renderTooltipFactory(formatTime, headerFormatter),
        },
        aria: {
          enabled: true,
          label: {
            description: `Big number visualization ${subheader}`,
          },
        },
      }
    : {};

  const { onContextMenu } = hooks;

  return {
    width,
    height,
    bigNumber,
    bigNumberFallback,
    className,
    headerFormatter,
    formatTime,
    formData,
    headerFontSize,
    subheaderFontSize,
    mainColor,
    showTimestamp,
    showTrendLine,
    startYAxisAtZero,
    subheader: formattedSubheader,
    timestamp,
    trendLineData,
    echartOptions,
    onContextMenu,
    xValueFormatter: formatTime,
  };
}

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