src/coord/scaleRawExtentInfo.ts - master - githubmirror/echarts

src/coord/scaleRawExtentInfo.ts
857 строк33 KB
100pah
test: fix UT.
11 апр 2026, 16:50
11 апр 2026, 16:50e548306
/*
* 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 {
    assert, isArray, eqNaN, isFunction, each, HashMap, createHashMap
} from 'zrender/src/core/util';
import Scale from '../scale/Scale';
import { AxisBaseModel } from './AxisBaseModel';
import { parsePercent } from 'zrender/src/contain/text';
import {
    NumericAxisBaseOptionCommon,
    NumericAxisBoundaryGapOptionItemValue,
} from './axisCommonTypes';
import { DimensionIndex, DimensionName, NullUndefined, ScaleDataValue } from '../util/types';
import { isIntervalScale, isLogScale, isOrdinalScale, isTimeScale } from '../scale/helper';
import {
    makeInner, initExtentForUnion, unionExtentFromNumber, isValidNumberForExtent,
    extentHasValue,
    unionExtentFromExtent,
    unionExtentStartFromNumber,
    unionExtentEndFromNumber,
    ensureExtentAscSimply,
} from '../util/model';
import { discourageOnAxisZero, getDataDimensionsOnAxis, isAxisOnBand } from './axisHelper';
import {
    getCoordForCoordSysUsageKindBox
} from '../core/CoordinateSystem';
import type GlobalModel from '../model/Global';
import { error } from '../util/log';
import type Axis from './Axis';
import { isNullableNumberFinite, mathMax, mathMin } from '../util/number';
import {
    SCALE_EXTENT_KIND_MAPPING
} from '../scale/scaleMapper';
import { AxisStatKey, eachKeyOnAxis, eachSeriesOnAxis } from './axisStatistics';


/**
 * NOTICE: Can be only used in `ensureScaleStore(axisLike)`.
 *
 * In most cases the instances of `Axis` and `Scale` are one-to-one mapping and share the same lifecycle.
 * But in some external usage (such as echarts-gl), axis instance does not necessarily exist, and only
 * scale instance and axisModel are used. Therefore we store the internal info on scale instance directly.
 */
const scaleInner = makeInner<{
    extent: number[];
    dimIdxInCoord: number;
}, Scale>();

export const AXIS_EXTENT_INFO_BUILD_FROM_COORD_SYS_UPDATE = 1;
export const AXIS_EXTENT_INFO_BUILD_FROM_DATA_ZOOM = 2;
const AXIS_EXTENT_INFO_BUILD_FROM_EMPTY = 3;
export type AxisExtentInfoBuildFrom =
    typeof AXIS_EXTENT_INFO_BUILD_FROM_COORD_SYS_UPDATE
    | typeof AXIS_EXTENT_INFO_BUILD_FROM_DATA_ZOOM
    | typeof AXIS_EXTENT_INFO_BUILD_FROM_EMPTY;

/**
 * It is originally created as `ScaleRawExtentResultFinal['fixMinMax']` and may be
 * modified in the subsequent process.
 * It suggests axes to use `scaleRawExtentResult.min/max` directly as their bounds,
 * instead of expanding the extent by some "nice strategy". But axes may refuse to
 * comply with it in some special cases, for example, when their scale extents are
 * invalid, or when they need to be expanded to visually contain series bars.
 *
 * In `ScaleRawExtentResultFinal['fixMinMax']`, it is `true` iff:
 *  - ec option `xxxAxis.min/max` are specified, or
 *  - `scaleRawExtentResult.zoomFixMinMax[]` are `true`.
 *  - `min` `max` are expanded by `AxisContainShapeHandler`.
 *
 * In the subsequent process, it may be modified to `true` for customization.
 */
export type ScaleExtentFixMinMax = boolean[];

/**
 * Return the min max before `dataZoom` applied.
 * This is `noZoomEffMM`, corresponding to `SCALE_EXTENT_KIND_EFFECTIVE`.
 */
export type ScaleRawExtentResultForZoom = number[];

export type ScaleRawExtentResultFinal = Pick<
    ScaleRawExtentInternal,
    'fixMM' | 'zoomFixMM' | 'isBlank' | 'incl0' | 'tggAxInv' | 'ctnShp'
> & {
    // This is the effective min max. "effective" indicates `SCALE_EXTENT_KIND_EFFECTIVE`.
    // It is determined by series data extent and ec options such as `xxxAxis.min/max`,
    // `xxxAxis.boundaryGap`, etc. And this is the input of "nice" strategy.
    // Ensure `effMM` has only finite numbers or `NaN`, but never has `null`/`undefined`.
    // `NaN` means min/max axis is blank.
    effMM: number[];
};

type ScaleRawExtentResultOthers = Pick<
    ScaleRawExtentInternal,
    'startValue'
>;


/**
 * CAVEAT: MUST NOT be modified outside!
 */
interface ScaleRawExtentInternal {

    scale: Scale;

    // The effective min max before `dataZoom` being applied.
    // "effective" means `SCALE_EXTENT_KIND_EFFECTIVE`.
    noZoomEffMM: number[];

    // data min max, an union from series data on this axis and `model.dataMin/dataMax`.
    // May be at the initial state `[Infinity, -Infinity]`.
    dataMM: number[];

    // See `ScaleRawExtentInfo['setZoomMM']`
    zoomMM: (number | NullUndefined)[];

    // See comments of `ScaleExtentFixMinMax`
    fixMM: ScaleExtentFixMinMax;

    // It indicates that the min max have been fixed by `dataZoom` when its start/end is not 0%/100%.
    zoomFixMM: ScaleExtentFixMinMax;

    // Parsed from `AxisBaseOptionCommon['startValue'`]`.
    // If it is not explicitly specified in ec option, and no series has a true return
    // of `__requireStartValue()`, it will be a null/undefined.
    startValue: number | NullUndefined;

    // Mark that the axis should be blank.
    isBlank: boolean;

    // Need to include zero
    incl0: boolean;

    // Need to toggle axis inverse.
    tggAxInv: boolean;

    // Whether "containShape" is required on this axis.
    // NOTICE: This is just a requirement; "containShape" is performed only if possible.
    ctnShp: boolean;
}

export type AxisContainShapeHandler = (
    axis: Axis,
    ecModel: GlobalModel,
    // @return: supplement in linear space.
    //  Must ensure: `supplement[0] <= 0 && supplement[1] >= 0`
    //  - e.g., [-50, 70] indicates the final extent should calculated by adding this supplement:
    //    [
    //        scale.transformOut(scale.transformIn(extent[0]) - 50),
    //        scale.transformOut(scale.transformIn(extent[1]) + 70)
    //    ]
    //  - `null/undefined` means no supplement.
) => number[] | NullUndefined;


export class ScaleRawExtentInfo {

    private _i: ScaleRawExtentInternal;

    // Injected outside
    readonly from: AxisExtentInfoBuildFrom;


    constructor(
        scale: Scale,
        model: AxisBaseModel,
        // Typically: data extent from all series on this axis.
        dataExtent: number[],
        requireStartValue: boolean,
        requireContainShape: boolean
    ) {
        const isOrdinal = isOrdinalScale(scale);

        const axisDataLen = isOrdinal
            // FIXME: there is a flaw here: if there is no "block" data processor like `dataZoom`,
            // and progressive rendering is using, here the category result might just only contain
            // the processed chunk rather than the entire result.
            ? model.getCategories().length
            : null;

        // [CATEGORY_AXIS_MODEL_DATA_IS_EMPTY_ARRAY]:
        // This is only for backward compatibility - `xxxAxis: {data: []}` can declare this axis as
        // a "category" axis and use `series.data` to determine its extent but the axis is blank - only
        // axis line is displayed. This is a conincidence, but it is used in some cases.
        let categoryAxisModelDataIsEmptyArray: boolean;
        if (isOrdinal) {
            const axisModelDataArray = model.getCategories(true);
            categoryAxisModelDataIsEmptyArray = axisModelDataArray && !axisModelDataArray.length;
        }

        // NOTE: also considered the input dataExtent may be still in the initialized state `[Infinity, -Infinity]`.
        const dataMM = dataExtent.slice();
        // custom dataMin/dataMax.
        // Also considered `modelDataMinMax[0] > modelDataMinMax[1]` may occur.
        if (isIntervalScale(scale) || isLogScale(scale) || isTimeScale(scale)) {
            unionExtentStartFromNumber(
                dataMM,
                parseAxisModelMinMax(scale, (model as AxisBaseModel<NumericAxisBaseOptionCommon>).get('dataMin', true))
            );
            unionExtentEndFromNumber(
                dataMM,
                parseAxisModelMinMax(scale, (model as AxisBaseModel<NumericAxisBaseOptionCommon>).get('dataMax', true))
            );
        }
        if (!extentHasValue(dataMM)) {
            // dataMM may be still `[Infinity, -Infinity]`, we use `NaN` on the subsequent calculations
            // to force the `noZoomEffMM` to be `[NaN, NaN]` if needed.
            dataMM[0] = dataMM[1] = NaN;
        }

        const noZoomEffMM: number[] = [];
        const fixMM: boolean[] = [false, false];

        // Notice: When min/max is not set (that is, when there are null/undefined,
        // which is the most common case), these cases should be ensured:
        // (1) For 'ordinal', show all axis.data.
        // (2) For others:
        //      + `boundaryGap` is applied (if min/max set, boundaryGap is
        //      disabled).
        //      + If `needIncludeZero`, min/max should be zero, otherwise, min/max should
        //      be the result that originalExtent enlarged by boundaryGap.
        // (3) If no data, it should be ensured that `scale.setBlank` is set.

        const modelMinRaw = model.get('min', true);
        if (modelMinRaw === 'dataMin') {
            noZoomEffMM[0] = dataMM[0];
            fixMM[0] = true;
        }
        else {
            noZoomEffMM[0] = parseAxisModelMinMax(
                scale,
                isFunction(modelMinRaw)
                    // This callback always provides users the full data extent (before data is filtered).
                    ? modelMinRaw({min: dataMM[0], max: dataMM[1]})
                    : modelMinRaw
            );
            // If `xxxAxis.min: null/undefined`, min should not be fixed.
            fixMM[0] = noZoomEffMM[0] != null;
        }

        const modelMaxRaw = model.get('max', true);
        if (modelMaxRaw === 'dataMax') {
            noZoomEffMM[1] = dataMM[1];
            fixMM[1] = true;
        }
        else {
            noZoomEffMM[1] = parseAxisModelMinMax(
                scale,
                isFunction(modelMaxRaw)
                    // This callback always provides users the full data extent (before data is filtered).
                    ? modelMaxRaw({min: dataMM[0], max: dataMM[1]})
                    : modelMaxRaw
            );
            // If `xxxAxis.max: null/undefined`, max should not be fixed.
            fixMM[1] = noZoomEffMM[1] != null;
        }

        const boundaryGap = parseBoundaryGapOption(scale, model);

        const span = !isOrdinal
            // PENDING: Historicall behavior but may not reasonable enough.
            ? ((dataMM[1] - dataMM[0]) || Math.abs(dataMM[0]))
            : null;
        // NOTE: If a numeric axis min/max is specified as 'dataMin'/'dataMax',
        // `boundaryGap` will not be used.
        if (noZoomEffMM[0] == null) {
            noZoomEffMM[0] = isOrdinal
                ? (categoryAxisModelDataIsEmptyArray ? dataMM[0] : (axisDataLen ? 0 : NaN))
                : dataMM[0] - boundaryGap[0] * span;
        }
        if (noZoomEffMM[1] == null) {
            noZoomEffMM[1] = isOrdinal
                ? (categoryAxisModelDataIsEmptyArray ? dataMM[1] : (axisDataLen ? axisDataLen - 1 : NaN))
                : dataMM[1] + boundaryGap[1] * span;
        }

        // Normalize to `NaN` if invalid; e.g., this may occur when `dataMM` has Infinity.
        !isValidNumberForExtent(noZoomEffMM[0]) && (noZoomEffMM[0] = NaN);
        !isValidNumberForExtent(noZoomEffMM[1]) && (noZoomEffMM[1] = NaN);

        const isBlank = categoryAxisModelDataIsEmptyArray
            || eqNaN(noZoomEffMM[0]) || eqNaN(noZoomEffMM[1])
            || (isOrdinal && !axisDataLen);

        // NOTE: `needIncludeZero` is not applicable to LogScale, TimeScale, OrdinalScale.
        const needIncludeZeroApplicable = isIntervalScale(scale);
        const needIncludeZero = needIncludeZeroApplicable && model.needIncludeZero && model.needIncludeZero();
        if (needIncludeZero) {
            if (noZoomEffMM[0] > 0 && noZoomEffMM[1] > 0 && !fixMM[0]) {
                noZoomEffMM[0] = 0;
                // fixMM[0] = true;
            }
            if (noZoomEffMM[0] < 0 && noZoomEffMM[1] < 0 && !fixMM[1]) {
                noZoomEffMM[1] = 0;
                // fixMM[1] = true;
            }
        }

        let needToggleAxisInverse: boolean = false;
        if (noZoomEffMM[0] > noZoomEffMM[1]) {
            // Historically, if users set `xxxAxis.min > xxxAxis.max`, or `xxxAxis.max < dataExtent[0]`,
            // or `xxxAxis.min > dataExtent[1]` the behavior is sometimes like `xxxAxis.inverse = true`,
            // sometimes abnormal. We remain backward compatible with the former one, though this feature
            // may not be reasonable.
            // And handle it after "needIncludeZero" is also for backward compatibility.
            noZoomEffMM.reverse();
            needToggleAxisInverse = true;
        }

        let startValue = parseAxisModelMinMax(scale, model.get('startValue', true));
        const startValueSpecified = startValue != null;
        if (!isNullableNumberFinite(startValue) && requireStartValue) {
            startValue = scale.getDefaultStartValue ? scale.getDefaultStartValue() : 0;
        }
        if (isNullableNumberFinite(startValue)
            // Keep backward compatibility and enable `xxxAxis.scale: true` enabled on bar series:
            // if `xxxAxis.scale: true` and `startValue` is not specified, do not union the default `startValue`,
            && (startValueSpecified || !needIncludeZeroApplicable || needIncludeZero)
        ) {
            if (startValue < noZoomEffMM[0] && !fixMM[0]) {
                noZoomEffMM[0] = startValue;
                fixMM[0] = true;
            }
            else if (startValue > noZoomEffMM[1] && !fixMM[1]) {
                noZoomEffMM[1] = startValue;
                fixMM[1] = true;
            }
        }

        const internal: ScaleRawExtentInternal = this._i = {
            scale,
            dataMM,
            noZoomEffMM,
            zoomMM: [],
            fixMM,
            zoomFixMM: [false, false],
            startValue,
            isBlank,
            incl0: needIncludeZero,
            tggAxInv: needToggleAxisInverse,
            ctnShp: requireContainShape,
        };

        sanitizeExtent(internal, noZoomEffMM);
    }

    makeNoZoom(): ScaleRawExtentResultForZoom {
        return this._i.noZoomEffMM.slice();
    }

    makeFinal(): ScaleRawExtentResultFinal {
        const internal = this._i;
        const zoomMM = internal.zoomMM;
        const noZoomEffMM = internal.noZoomEffMM;
        const zoomFixMM = internal.zoomFixMM;
        const fixMM = internal.fixMM;

        const result = {
            fixMM,
            zoomFixMM,
            isBlank: internal.isBlank,
            incl0: internal.incl0,
            tggAxInv: internal.tggAxInv,
            ctnShp: internal.ctnShp,
            effMM: noZoomEffMM.slice(),
        };
        const effMM = result.effMM;

        // NOTE: Switching `fixMM` probably leads to abrupt extent changes when draging a `dataZoom`
        //  handle, since `fixMM` impact the "nice extent" and "nice ticks" calculation.
        //  Consider a case:
        //    dataZoom `start` is 2% but its `end` is 100%, (or vice versa), we currently only set `fixMM[0]`
        //    as `true` but remain `fixMM[1]` as `false` for this case to avoid unnecessary abrupt change.
        //    Incidentally, the effect is not unacceptable if we set both `fixMM[0]/[1]` as `true`.
        if (zoomMM[0] != null) {
            effMM[0] = zoomMM[0];
            fixMM[0] = zoomFixMM[0] = true;
        }
        if (zoomMM[1] != null) {
            effMM[1] = zoomMM[1];
            fixMM[1] = zoomFixMM[1] = true;
        }
        sanitizeExtent(internal, effMM);

        return result;
    }

    makeRenderInfo(): ScaleRawExtentResultOthers {
        return {
            startValue: this._i.startValue,
        };
    }

    /**
     * NOTICE:
     *  - Do not set them if the percent are 0% or 100%. (See `AxisProxy['reset']`.)
     *  - The caller must ensure `start <= end` and the range is equal or less then `noZoomEffMM`.
     *    (See `AxisProxy['calculateDataWindow']`.)
     *  - The outcome `_zoomMM` may have both `NullUndefined` and a finite value, like `[undefined, 123]`.
     */
    setZoomMM(idxMinMax: 0 | 1, val: number | NullUndefined): void {
        this._i.zoomMM[idxMinMax] = val;
    }

}

/**
 * Should be called when a new extent is created or modified.
 */
function sanitizeExtent(
    internal: ScaleRawExtentInternal,
    mm: number[]
): void {
    const scale = internal.scale;
    const dataMM = internal.dataMM;
    if (scale.sanitize) {
        mm[0] = scale.sanitize(mm[0], dataMM);
        mm[1] = scale.sanitize(mm[1], dataMM);
        ensureExtentAscSimply(mm);
    }
}

function parseAxisModelMinMax(scale: Scale, minMax: ScaleDataValue): number {
    return minMax == null ? null // null/undefined means not specified and other default values can be applied.
        : eqNaN(minMax) ? NaN // NaN means a deliberate invalid number.
        : scale.parse(minMax);
}

function parseBoundaryGapOption(
    scale: Scale,
    model: AxisBaseModel
): number[] {
    let boundaryGapOptionArr;
    if (isOrdinalScale(scale)) {
        boundaryGapOptionArr = [0, 0];
    }
    else {
        let boundaryGap = (model as AxisBaseModel<NumericAxisBaseOptionCommon>).get('boundaryGap');
        if (typeof boundaryGap === 'boolean') {
            if (__DEV__) {
                if (boundaryGap === true) {
                    console.warn('Boolean type for boundaryGap is only '
                        + 'allowed for ordinal axis. Please use string in '
                        + 'percentage instead, e.g., "20%". Currently, '
                        + 'boundaryGap is set to 0.');
                }
            }
            boundaryGap = null;
        }
        boundaryGapOptionArr = isArray(boundaryGap) ? boundaryGap : [boundaryGap, boundaryGap];
    }
    return [
        parseBoundaryGapOptionItem(boundaryGapOptionArr[0]),
        parseBoundaryGapOptionItem(boundaryGapOptionArr[1]),
    ];
}

function parseBoundaryGapOptionItem(
    opt: NumericAxisBoundaryGapOptionItemValue | boolean
): number {
    return parsePercent(
        typeof opt === 'boolean' ? 0 : opt,
        1
    ) || 0;
}

/**
 * NOTE: `associateSeriesWithAxis` is not necessarily called, e.g., when
 * an axis is not used by any series.
 */
function ensureScaleStore(axisLike: {scale: Scale}) {
    const store = scaleInner(axisLike.scale);
    if (!store.extent) {
        store.extent = initExtentForUnion();
    }
    return store;
}

/**
 * This supports union extent on case like: pie (or other similar series)
 * lays out on cartesian2d.
 * @see scaleRawExtentInfoCreate
 */
export function scaleRawExtentInfoEnableBoxCoordSysUsage(
    axisLike: {
        scale: Scale;
        dim: DimensionName;
    },
    coordSysDimIdxMap: HashMap<DimensionIndex, DimensionName> | NullUndefined
): void {
    ensureScaleStore(axisLike).dimIdxInCoord = coordSysDimIdxMap.get(axisLike.dim);
}

/**
 * @usage
 *  class SomeCoordSys {
 *      static create() {
 *          ecModel.eachSeries(function (seriesModel) {
 *              associateSeriesWithAxis(axis1, seriesModel, ...);
 *              associateSeriesWithAxis(axis2, seriesModel, ...);
 *              // ...
 *          });
 *      }
 *      update() {
 *          scaleRawExtentInfoCreate(axis1);
 *          scaleRawExtentInfoCreate(axis2);
 *      }
 *  }
 *  class AxisProxy {
 *      reset() {
 *          scaleRawExtentInfoCreate(axis1);
 *      }
 *  }
 *
 * NOTICE:
 *  - `associateSeriesWithAxis`(in `axisStatistics.ts`) should be called in:
 *    - Coord sys create method.
 *  - `scaleRawExtentInfoCreate` should be typically called in:
 *    - `dataZoom` processor. It requires processing like:
 *      1. Filter series data by dataZoom1;
 *      2. Union the filtered data and init the extent of the orthogonal axes, which is the 100% of dataZoom2;
 *      3. Filter series data by dataZoom2;
 *      4. ...
 *    - Coord sys update method, for other axes that not covered by `dataZoom`.
 *      NOTE: If a `dataZoom` covers this series, this data and its extent has been dataZoom-filtered.
 *      Therefore this handling should not before `dataZoom`.
 *  - The callback of `min`/`max` in ec option should NOT be called multiple times,
 *    therefore, we initialize `ScaleRawExtentInfo` uniformly in `scaleRawExtentInfoCreate`.
 *
 * @see SCALE_EXTENT_CONSTRUCTION for the full processing flow.
 */
export function scaleRawExtentInfoCreate(
    axis: Axis,
    from: AxisExtentInfoBuildFrom
): void {
    const scale = axis.scale;
    const model = axis.model;
    const axisDim = axis.dim;
    if (__DEV__) {
        assert(scale && model && axisDim);
    }

    if (scale.rawExtentInfo) {
        if (__DEV__) {
            // Check for incorrect impl - the duplicated calling of this method is only allowed in
            // these cases:
            //  - First in `AxisProxy['reset']` (for dataZoom)
            //  - Then in `CoordinateSystem['update']`.
            //  - Then after `chart.appendData()` due to `dirtyOnOverallProgress: true`
            assert(scale.rawExtentInfo.from !== from || from === AXIS_EXTENT_INFO_BUILD_FROM_DATA_ZOOM);
        }
        return;
    }

    scaleRawExtentInfoCreateDeal(scale, axis, axisDim, model, from);
}

function scaleRawExtentInfoCreateDeal(
    scale: Scale,
    axis: Axis,
    axisDim: DimensionName,
    model: AxisBaseModel,
    from: AxisExtentInfoBuildFrom
): void {
    const scaleStore = ensureScaleStore(axis);
    const extent = scaleStore.extent;
    let requireStartValue = false;

    eachSeriesOnAxis(axis, function (seriesModel) {
        if (seriesModel.boxCoordinateSystem) {
            // This supports union extent on case like: pie (or other similar series)
            // lays out on cartesian2d.
            const {coord} = getCoordForCoordSysUsageKindBox(seriesModel);
            const dimIdx = scaleStore.dimIdxInCoord;
            if (!(dimIdx >= 0)) {
                if (__DEV__) {
                    // Require `scaleRawExtentInfoEnableBoxCoordSysUsage` have been called to support it.
                    // But if users set it, give a error log but no exceptions.
                    error(`Property "series.coord" is not supported on axis ${seriesModel.boxCoordinateSystem.type}.`);
                }
            }
            // Only `[val1, val2]` case needs to be supported currently.
            else if (isArray(coord)) {
                const coordItem = coord[dimIdx];
                if (coordItem != null && !isArray(coordItem)) {
                    unionExtentFromNumber(extent, scale.parse(coordItem));
                }
            }
        }
        else if (seriesModel.coordinateSystem) {
            // NOTE: This data may have been filtered by dataZoom on orthogonal axes.
            const data = seriesModel.getData();
            if (data) {
                const filter = scale.getFilter ? scale.getFilter() : null;
                each(getDataDimensionsOnAxis(data, axisDim), function (dim) {
                    unionExtentFromExtent(extent, data.getApproximateExtent(dim, filter));
                });
            }
            if (seriesModel.__requireStartValue && seriesModel.__requireStartValue(axis)) {
                requireStartValue = true;
            }
        }
    });

    const requireContainShape = determineRequireContainShape(scale, axis, model);

    const rawExtentInfo = new ScaleRawExtentInfo(scale, model, extent, requireStartValue, requireContainShape);
    injectScaleRawExtentInfo(scale, rawExtentInfo, from);

    scaleStore.extent = null; // Clean up
}

/**
 * `rawExtentInfo` may not be created in some cases, such as no series declared or extra useless
 * axes declared in ec option. In this case we still create a default one for that empty axis.
 */
function scaleRawExtentInfoBuildDefault(
    axisLike: {
        scale: Scale;
        model: AxisBaseModel;
    },
    dataExtent: number[]
): void {
    const scale = axisLike.scale;
    if (__DEV__) {
        assert(!scale.rawExtentInfo);
    }
    injectScaleRawExtentInfo(
        scale,
        new ScaleRawExtentInfo(scale, axisLike.model, dataExtent, false, false),
        AXIS_EXTENT_INFO_BUILD_FROM_EMPTY
    );
}

function injectScaleRawExtentInfo(
    scale: Scale,
    scaleRawExtentInfo: ScaleRawExtentInfo,
    from: AxisExtentInfoBuildFrom
): void {
    // @ts-ignore
    scale.rawExtentInfo = scaleRawExtentInfo;
    // @ts-ignore
    scaleRawExtentInfo.from = from;
}

/**
 * See `axisSnippets.ts` for some commonly used handlers.
 *
 * FIXME:
 *  `boundaryGap: true` (i.e., `onBand: true` in code) has long been supported on category axis.
 *  And it is implemented in different code and not merged to this implementation yet.
 */
export function registerAxisContainShapeHandler(
    // `axisStatKey` is used to quickly omit irrelevant handlers,
    // since handlers need to be iterated per axis.
    axisStatKey: AxisStatKey,
    handler: AxisContainShapeHandler,
) {
    if (__DEV__) {
        assert(!axisContainShapeHandlerMap.get(axisStatKey));
    }
    axisContainShapeHandlerMap.set(axisStatKey, handler);
}

const axisContainShapeHandlerMap: HashMap<AxisContainShapeHandler, AxisStatKey> = createHashMap();


/**
 * Prepare axis scale extent before "nice".
 * Item of returned array can only be number (including Infinity and NaN).
 */
export function adoptScaleRawExtentInfoAndPrepare(
    scale: Scale,
    model: AxisBaseModel,
    ecModel: GlobalModel | NullUndefined,
    axis: Axis | NullUndefined,
    externalDataExtent: number[] | NullUndefined
): ScaleRawExtentResultFinal {

    if (__DEV__) {
        assert(!externalDataExtent || !scale.rawExtentInfo);
    }

    if (!scale.rawExtentInfo) {
        scaleRawExtentInfoBuildDefault(
            {scale, model},
            externalDataExtent || initExtentForUnion()
        );
    }
    const rawExtentResult = scale.rawExtentInfo.makeFinal();

    // NOTE: This `scale.setExtent()` is required by:
    //  - `axisNiceTicks.ts` and `axisAlignTicks.ts`, where the internal `scaleMapper` may be required.
    const effectiveMinMax = rawExtentResult.effMM;
    scale.setExtent(effectiveMinMax[0], effectiveMinMax[1]);

    scale.setBlank(rawExtentResult.isBlank);

    if (axis
        && rawExtentResult.tggAxInv
        && ecModel && !ecModel.get('legacyMinMaxDontInverseAxis')
    ) {
        axis.inverse = !axis.inverse;
    }

    return rawExtentResult;
}

function determineRequireContainShape(
    scale: Scale,
    axis: Axis,
    model: AxisBaseModel,
): boolean {
    const onBand = isAxisOnBand(scale, model);
    let modelContainShape = model.get('containShape', true);
    if (modelContainShape == null && !onBand) {
        modelContainShape = true;
    }
    if (!modelContainShape) {
        return false;
    }
    let requireContainShape = false;
    eachKeyOnAxis(axis, function (axisStatKey) {
        requireContainShape = !!axisContainShapeHandlerMap.get(axisStatKey) || requireContainShape;
    });
    return requireContainShape;
}

/**
 * This implements ec option `someAxis.containShape`. That is, expand scale extent slightly to
 * ensure shapes of specific series are fully contained in the axis extent without overflow.
 *
 * NOTICE:
 *  Scale extent (data extent) and axis pixel extent (pixel extent) and are required as inputs.
 *    - See BAND_WIDTH_USED_SCALE_LINEAR_SPAN.
 *    - Axis pixel extent has been set outside, though it may be modified later (e.g., via `outerBounds`).
 *
 * @tutorial [AXIS_CONTAIN_SHAPE_PROCESSING_ORDER]
 *  This is a trade-off between the following 2 approaches:
 *    - Steps: (the current implementation)
 *        1. Process `dataZoom` based on a full window `noZoomEffMM`.
 *        2. Perform "nice" or "align" scale, where `intervalScaleEnsureValidExtent`-ish may be performed to
 *           expand extent to avoid `extent[0] === extent[1]`.
 *        3. Calculate linear supplement of containShape based on the final result.
 *      Cons:
 *        - Abrupt changes occur when zooming away from 0% or 100%.
 *        - Edge shapes are clipped in "dataZoom shadow".
 *    - Steps: (discarded)
 *        1. Calculate linear supplement of containShape based on `noZoomEffMM` and
 *           `intervalScaleEnsureValidExtent`-ish.
 *        2. Process `dataZoom` based on a full window `noZoomEffMM + linearSupplement`.
 *        3. Perform "nice"/"align" scale.
 *      Cons:
 *        - Input `startValue: 0` (in ec option or action) does not corresponds to `0%`, which is unacceptable.
 *        - Not easy to perform `intervalScaleEnsureValidExtent`-ish before "nice"/"align" processing.
 *
 * @see SCALE_EXTENT_CONSTRUCTION for the full processing flow.
 */
export function adoptScaleExtentKindMapping(
    axis: Axis,
    scale: Scale,
    rawExtentResult: ScaleRawExtentResultFinal,
    ecModel: GlobalModel
): void {

    if (!rawExtentResult.ctnShp) {
        return;
    }

    let linearSupplement: number[] | NullUndefined;
    eachKeyOnAxis(axis, function (axisStatKey) {
        const handler = axisContainShapeHandlerMap.get(axisStatKey);
        if (handler) {
            // This feature can be implemented by either expanding axis extent or scale extent. The choice depends
            // on whether series shape sizes are defined in pixels or data space. For example, scatter series glyph
            // sizes is mainly defined in pixel, while bar series `bandWidth` is mainly determined by given percents
            // of data scale. Since currently scatter does not require this feature, we implement it only on the
            // data scale.
            const singleLinearSupplement = handler(axis, ecModel);
            if (singleLinearSupplement) {
                linearSupplement = linearSupplement || [0, 0];
                unionExtentStartFromNumber(linearSupplement, singleLinearSupplement[0]);
                unionExtentEndFromNumber(linearSupplement, singleLinearSupplement[1]);

                // Consider the consistency of `onZero` behavior (not varying by series data; otherwise error-prone
                // to users), if any `containShape` really performed on this axis, discourage `onZero`.
                discourageOnAxisZero(axis);
            }
        }
    });

    if (!linearSupplement) {
        return;
    }

    const scaleExtent = scale.getExtent();

    if (isOrdinalScale(scale)) {
        if (!axis.onBand) {
            // - Zooming on `OrdinalScale` auto "snaps" to integer ticks, which causes edge shapes to
            //   always overlap and be clipped at the boundaries. Therefore we always supplement it with
            //   half bandWith to avoid that overlapping.
            // - `linearSupplement` is typically [-0.5, 0.5] in this case. `linearSupplement` exists only
            //   if any series call `registerAxisContainShapeHandler`.
            // - PENDING: For historical reason, `onBand: true` has another implementation to handle
            //   this case. Merge them to this?
            scale.setExtent2(
                SCALE_EXTENT_KIND_MAPPING,
                mathMin(scaleExtent[0], scaleExtent[0] + linearSupplement[0]),
                mathMax(scaleExtent[1], scaleExtent[1] + linearSupplement[1])
            );
        }
    }
    else {
        // For other cases, `SCALE_EXTENT_KIND_MAPPING` is only used on the full window of `dataZoom`,
        // where the visual result is more intuitive when zooming: when dataZoom is applied and its ends
        // (i.e., `zoomMM`) do not reach 0% or 100%, the axis ends should exactly respect to the dataZoom
        // ends, and shapes are clipped if overflowing.
        const scaleExtentExpanded = scaleExtent.slice();

        if (!rawExtentResult.zoomFixMM[0]) {
            scaleExtentExpanded[0] = mathMin(
                scaleExtentExpanded[0],
                scale.transformOut(scale.transformIn(scaleExtentExpanded[0], null) + linearSupplement[0], null)
            );
        }
        if (!rawExtentResult.zoomFixMM[1]) {
            scaleExtentExpanded[1] = mathMax(
                scaleExtentExpanded[1],
                scale.transformOut(scale.transformIn(scaleExtentExpanded[1], null) + linearSupplement[1], null)
            );
        }

        if (scaleExtentExpanded[0] < scaleExtent[0] || scaleExtentExpanded[1] > scaleExtent[1]) {
            scale.setExtent2(SCALE_EXTENT_KIND_MAPPING, scaleExtentExpanded[0], scaleExtentExpanded[1]);
        }
    }
    // NOTE: since currently `SCALE_EXTENT_KIND_MAPPING` is never required to be displayed, we
    // do not need to find a proper precision for that. But if it is required in the future, We
    // can use `getAcceptableTickPrecision` to find a proper precision.
}