| 1 | 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{ Adjust, getAdjust as getAdjustClass } from '@antv/adjust';\nimport { Attribute, getAttribute as getAttributeClass } from '@antv/attr';\nimport {\n clone,\n deepMix,\n each,\n flatten,\n get,\n isArray,\n isEmpty,\n isEqual,\n isFunction,\n isNil,\n isNumber,\n isObject,\n isPlainObject,\n isString,\n set,\n} from '@antv/util';\nimport { doGroupAppearAnimate, getDefaultAnimateCfg } from '../animate';\nimport Base from '../base';\nimport { FIELD_ORIGIN, GEOMETRY_LIFE_CIRCLE, GROUP_ATTRS } from '../constant';\nimport { BBox, Coordinate, IGroup, IShape, Scale } from '../dependents';\nimport {\n AdjustOption,\n AdjustType,\n AnimateOption,\n AttributeOption,\n ColorAttrCallback,\n Data,\n Datum,\n GeometryLabelCfg,\n GeometryTooltipOption,\n LabelCallback,\n LabelOption,\n LooseObject,\n MappingDatum,\n ScaleOption,\n ShapeAttrCallback,\n ShapeFactory,\n ShapeInfo,\n ShapeMarkerCfg,\n ShapeMarkerAttrs,\n ShapePoint,\n SizeAttrCallback,\n StateOption,\n StyleCallback,\n StyleOption,\n TooltipCallback,\n CustomOption,\n} from '../interface';\nimport { uniq } from '../util/helper';\nimport Element from './element';\nimport { getGeometryLabel } from './label';\nimport GeometryLabel from './label/base';\nimport { getShapeFactory } from './shape/base';\nimport { group } from './util/group-data';\nimport { isModelChange } from './util/is-model-change';\nimport { parseFields } from './util/parse-fields';\nimport { diff } from './util/diff';\nimport { inferScaleType } from '../util/scale';\nimport { getXDimensionLength } from '../util/coordinate';\n\n/** @ignore */\ninterface AttributeInstanceCfg {\n fields?: string[];\n callback?: (...args) => any;\n values?: string[] | number[];\n scales?: Scale[];\n}\ninterface DimValuesMapType {\n [dim: string]: number[];\n}\n/** @ignore */\ninterface AdjustInstanceCfg {\n type: AdjustType;\n adjustNames?: string[];\n xField?: string;\n yField?: string;\n\n dodgeBy?: string;\n marginRatio?: number;\n dodgeRatio?: number;\n\n size?: number;\n height?: number;\n reverseOrder?: boolean;\n\n /** 像素级柱间宽度，调整offset */\n intervalPadding?: number;\n dodgePadding?: number;\n /** x维度长度，计算归一化padding使用 */\n xDimensionLength?: number;\n /** 分组数，计算offset */\n groupNum?: number;\n /** 用户配置宽度 size */\n defaultSize?: number;\n /** 最大最小宽度约束 */\n maxColumnWidth?: number;\n minColumnWidth?: number;\n /** 柱宽比例 */\n columnWidthRatio?: number;\n /** 用户自定义的dimValuesMap */\n dimValuesMap?: DimValuesMapType;\n}\n\n/** geometry.init() 传入参数 */\nexport interface InitCfg {\n /** 坐标系 */\n coordinate?: Coordinate;\n /** 数据 */\n data?: Data;\n /** 主题对象 */\n theme?: LooseObject;\n /** 列定义 */\n scaleDefs?: Record<string, ScaleOption>;\n /** 因为数据使用的引用，所以需要有一个标识位标识数据是否发生了更新 */\n isDataChanged?: boolean;\n isCoordinateChanged?: boolean;\n}\n\n/** Geometry 构造函数参数 */\nexport interface GeometryCfg {\n /** Geometry shape 的容器。 */\n container: IGroup;\n /** 绘制的坐标系对象。 */\n coordinate?: Coordinate;\n /** 绘制数据。 */\n data?: Data;\n /** 需要的 scales。 */\n scales?: Record<string, Scale>;\n /** 列定义 */\n scaleDefs?: Record<string, ScaleOption>;\n /** Geometry labels 的容器 */\n labelsContainer?: IGroup;\n /** 是否对数据进行排序 */\n sortable?: boolean;\n /** elements 的 zIndex 默认按顺序提升，通过 zIndexReversed 可以反序，从而数据越前，层级越高 */\n zIndexReversed?: boolean;\n /** 是否需要对 zIndex 进行 sort。因为耗时长，由具体场景自行决定 */\n sortZIndex?: boolean;\n /** 延迟渲染 Geometry 数据标签. 设置为 true 时，会在浏览器空闲时期被调用, 也可以指定具体 timeout 时间 */\n useDeferredLabel?: boolean | number;\n /** 是否可见 */\n visible?: boolean;\n /** 主题配置 */\n theme?: LooseObject;\n\n /** 组间距 */\n intervalPadding?: number;\n /** 组内间距 */\n dodgePadding?: number;\n /** 柱状图最大宽度 */\n maxColumnWidth?: number;\n /** 柱状图最小宽度 */\n minColumnWidth?: number;\n /** 默认宽度占比，interval类型和schema类型通用 */\n columnWidthRatio?: number;\n /** 玫瑰图占比 */\n roseWidthRatio?: number;\n /** 多层饼图/环图占比 */\n multiplePieWidthRatio?: number;\n}\n\n/**\n * Geometry 几何标记基类，主要负责数据到图形属性的映射以及绘制逻辑。\n */\nexport default class Geometry<S extends ShapePoint = ShapePoint> extends Base {\n /** Geometry 几何标记类型。 */\n public readonly type: string = 'base';\n /** ShapeFactory 对应的类型。 */\n public readonly shapeType: string;\n\n // 在创建 Geometry 实例时可以传入的属性\n /** Coordinate 坐标系实例。 */\n public coordinate: Coordinate;\n /** 用户绘制数据。 */\n public data: Data;\n /** 图形绘制容器。 */\n public readonly container: IGroup;\n /** label 绘制容器。 */\n public readonly labelsContainer: IGroup;\n /** 是否对数据进行排序，默认为 false。 */\n public sortable: boolean;\n /** 当前 Geometry 实例主题。 */\n public theme: LooseObject;\n /** 存储 geometry 需要的 scales，需要外部传入。 */\n public scales: Record<string, Scale>;\n /** scale 定义，需要外部传入。 */\n public scaleDefs: Record<string, ScaleOption>;\n /** 画布区域，用于 label 布局。 */\n public canvasRegion: BBox;\n\n // 内部产生的属性\n /** Attribute map */\n public attributes: Record<string, Attribute> = {};\n /** Element map */\n public elements: Element[] = [];\n /**\n * 存储处理后的数据，\n * + init() 及 updateData() 逻辑后, 结构为 Data[]；\n * + paint() 逻辑后，结构为 MappingDatum[][]。\n */\n public dataArray: MappingDatum[][];\n /** 存储 tooltip 配置信息。 */\n public tooltipOption: GeometryTooltipOption | boolean;\n /** 存储 label 配置信息。 */\n public labelOption: LabelOption | false;\n /** 状态量相关的配置项 */\n public stateOption: StateOption;\n /** 使用 key-value 结构存储 Element，key 为每个 Element 实例对应的唯一 ID */\n public elementsMap: Record<string, Element> = {};\n /** animate 配置项 */\n public animateOption: AnimateOption | boolean = true;\n /** 图形属性映射配置 */\n protected attributeOption: Record<string, AttributeOption> = {};\n /** adjust 配置项 */\n protected adjustOption: AdjustOption[];\n /** style 配置项 */\n protected styleOption: StyleOption;\n /** custom 自定义的配置项 */\n protected customOption: CustomOption;\n /** 每个 Geometry 对应的 Shape 工厂实例，用于创建各个 Shape */\n protected shapeFactory: ShapeFactory;\n /** 存储上一次渲染时的 element 映射表，用于更新逻辑 */\n protected lastElementsMap: Record<string, Element> = {};\n /** 是否生成多个点来绘制图形。 */\n protected generatePoints: boolean = false;\n /** 存储发生图形属性映射前的数据 */\n protected beforeMappingData: Data[] = null;\n /** 存储每个 shape 的默认 size，用于 Interval、Schema 几何标记 */\n protected defaultSize: number;\n\n // 用户通过 geometry 构造函数设置的主题\n private userTheme: LooseObject;\n private adjusts: Record<string, Adjust> = {};\n private lastAttributeOption;\n private idFields: string[] = [];\n private geometryLabel: GeometryLabel;\n\n // 柱状图间距相关配置\n /** 组间距 */\n protected intervalPadding: number;\n /** 组内间距 */\n protected dodgePadding: number;\n /** 柱状图最大宽度 */\n protected maxColumnWidth: number;\n /** 柱状图最小宽度 */\n protected minColumnWidth: number;\n /** 一般柱状图宽度占比 */\n protected columnWidthRatio: number;\n /** 玫瑰图占比 */\n protected roseWidthRatio: number;\n /** 多层饼图/环图占比 */\n protected multiplePieWidthRatio: number;\n /** elements 的 zIndex 默认按顺序提升，通过 zIndexReversed 可以反序，从而数据越前，层级越高 */\n public zIndexReversed?: boolean;\n /** 是否需要对 zIndex 进行 sort。因为耗时长，由具体场景自行决定 */\n public sortZIndex?: boolean;\n protected useDeferredLabel?: null | number;\n\n /** 虚拟 Group，用于图形更新 */\n private offscreenGroup: IGroup;\n private groupScales: Scale[];\n private hasSorted: boolean = false;\n protected isCoordinateChanged: boolean = false;\n\n /**\n * 创建 Geometry 实例。\n * @param cfg\n */\n constructor(cfg: GeometryCfg) {\n super(cfg);\n\n const {\n container,\n labelsContainer,\n coordinate,\n data,\n sortable = false,\n visible = true,\n theme,\n scales = {},\n scaleDefs = {},\n // 柱状图间隔与宽度相关配置\n intervalPadding,\n dodgePadding,\n maxColumnWidth,\n minColumnWidth,\n columnWidthRatio,\n roseWidthRatio,\n multiplePieWidthRatio,\n zIndexReversed,\n sortZIndex,\n useDeferredLabel,\n } = cfg;\n\n this.container = container;\n this.labelsContainer = labelsContainer;\n this.coordinate = coordinate;\n this.data = data;\n this.sortable = sortable;\n this.visible = visible;\n this.userTheme = theme;\n this.scales = scales;\n this.scaleDefs = scaleDefs;\n // 柱状图间隔与宽度相关配置\n this.intervalPadding = intervalPadding;\n this.dodgePadding = dodgePadding;\n this.maxColumnWidth = maxColumnWidth;\n this.minColumnWidth = minColumnWidth;\n this.columnWidthRatio = columnWidthRatio;\n this.roseWidthRatio = roseWidthRatio;\n this.multiplePieWidthRatio = multiplePieWidthRatio;\n this.zIndexReversed = zIndexReversed;\n this.sortZIndex = sortZIndex;\n this.useDeferredLabel = useDeferredLabel ? (typeof useDeferredLabel === 'number' ? useDeferredLabel : Infinity) : null;\n }\n\n /**\n * 配置 position 通道映射规则。\n *\n * @example\n * ```typescript\n * // 数据结构: [{ x: 'A', y: 10, color: 'red' }]\n * geometry.position('x*y');\n * geometry.position([ 'x', 'y' ]);\n * geometry.position({\n * fields: [ 'x', 'y' ],\n * });\n * ```\n *\n * @param cfg 映射规则\n * @returns\n */\n public position(cfg: string | string[] | AttributeOption): Geometry {\n let positionCfg = cfg;\n if (!isPlainObject(cfg)) {\n // 字符串字段或者数组字段\n positionCfg = {\n fields: parseFields(cfg),\n };\n }\n\n const fields = get(positionCfg, 'fields');\n if (fields.length === 1) {\n // 默认填充一维 1*xx\n fields.unshift('1');\n set(positionCfg, 'fields', fields);\n }\n set(this.attributeOption, 'position', positionCfg);\n\n return this;\n }\n\n /**\n * 配置 color 通道映射规则。\n *\n * @example\n * ```typescript\n * // data: [{ x: 'A', y: 10, color: 'red' }, { x: 'B', y: 30, color: 'yellow' }]\n * geometry.color({\n * fields: [ 'x' ],\n * values: [ '#1890ff', '#5AD8A6' ],\n * });\n * ```\n *\n * @param field 映射规则\n * @returns\n */\n public color(field: AttributeOption): Geometry;\n /**\n * @example\n * ```typescript\n * // data: [{ x: 'A', y: 10, color: 'red' }, { x: 'B', y: 30, color: 'yellow' }]\n *\n * // 使用 '#1890ff' 颜色渲染图形\n * geometry.color('#1890ff');\n *\n * // 根据 x 字段的数据值进行颜色的映射，这时候 G2 会在内部调用默认的回调函数，读取默认提供的颜色进行数据值到颜色值的映射。\n * geometry.color('x');\n *\n * // 将 'x' 字段的数据值映射至指定的颜色值 colors（可以是字符串也可以是数组），此时用于通常映射分类数据\n * geometry.color('x', [ '#1890ff', '#5AD8A6' ]);\n *\n * // 使用回调函数进行颜色值的自定义；可以使用多个字段使用、*号连接\n * geometry.color('x', (xVal) => {\n * if (xVal === 'a') {\n * return 'red';\n * }\n * return 'blue';\n * });\n *\n * // 指定颜色的渐变路径，用于映射连续的数据\n * geometry.color('x', '#BAE7FF-#1890FF-#0050B3');\n * ```\n *\n * @param field 参与颜色映射的数据字段，多个字段使用 '*' 连接符进行连接。\n * @param cfg Optional, color 映射规则。\n * @returns\n */\n public color(field: string, cfg?: string | string[] | ColorAttrCallback): Geometry;\n public color(field: AttributeOption | string, cfg?: string | string[] | ColorAttrCallback): Geometry {\n this.createAttrOption('color', field, cfg);\n\n return this;\n }\n\n /**\n * 配置 shape 通道映射规则。\n *\n * @example\n *\n * ```typescript\n * // data: [{ x: 'A', y: 10, color: 'red' }, { x: 'B', y: 30, color: 'yellow' }]\n * geometry.shape({\n * fields: [ 'x' ],\n * });\n * ```\n *\n * @param field 映射规则配置。\n * @returns\n */\n public shape(field: AttributeOption): Geometry;\n /**\n *\n * @example\n * ```typescript\n * // data: [{ x: 'A', y: 10, color: 'red' }, { x: 'B', y: 30, color: 'yellow' }]\n *\n * // 指定常量，将所有数据值映射到固定的 shape\n * geometry.shape('circle');\n *\n * // 将指定的字段映射到内置的 shapes 数组中\n * geometry.shape('x');\n *\n * // 将指定的字段映射到指定的 shapes 数组中\n * geometry.shape('x', [ 'circle', 'diamond', 'square' ]);\n *\n * // 使用回调函数获取 shape，用于个性化的 shape 定制，可以根据单个或者多个字段确定\n * geometry.shape('x', (xVal) => {\n * if (xVal === 'a') {\n * return 'circle';\n * }\n * return 'diamond';\n * });\n * ```\n *\n * @param field 参与 shape 映射的数据字段，多个字段使用 '*' 连接符进行连接。\n * @param cfg Optional, shape 映射规则。\n * @returns\n */\n public shape(field: string, cfg?: string[] | ShapeAttrCallback): Geometry;\n public shape(field: AttributeOption | string, cfg?: string[] | ShapeAttrCallback): Geometry {\n this.createAttrOption('shape', field, cfg);\n\n return this;\n }\n\n /**\n * 配置 size 通道映射规则。\n *\n * @example\n * ```typescript\n * // data: [{ x: 'A', y: 10, color: 'red' }, { x: 'B', y: 30, color: 'yellow' }]\n * geometry.size({\n * values: [ 10 ],\n * })\n * ```\n *\n * @param field 映射规则。\n * @returns\n */\n public size(field: AttributeOption): Geometry;\n /**\n *\n * @example\n * ```typescript\n * // data: [{ x: 'A', y: 10, color: 'red' }, { x: 'B', y: 30, color: 'yellow' }]\n *\n * // 直接指定像素大小\n * geometry.size(10);\n *\n * // 指定映射到 size 的字段，使用内置的默认大小范围为 [1, 10]\n * geometry.size('x');\n *\n * // 指定映射到 size 字段外，还提供了 size 的最大值和最小值范围\n * geometry.size('x', [ 5, 30 ]);\n *\n * // 使用回调函数映射 size，用于个性化的 size 定制，可以使用多个字段进行映射\n * geometry.size('x', (xVal) => {\n * if (xVal === 'a') {\n * return 10;\n * }\n * return 5;\n * });\n * ```\n *\n * @param field 参与 size 映射的数据字段，多个字段使用 '*' 连接符进行连接。\n * @param cfg Optional, size 映射规则\n * @returns\n */\n public size(field: number | string, cfg?: [number, number] | SizeAttrCallback): Geometry;\n public size(field: AttributeOption | number | string, cfg?: [number, number] | SizeAttrCallback): Geometry {\n this.createAttrOption('size', field, cfg);\n\n return this;\n }\n\n /**\n * 设置数据调整方式。G2 目前内置了四种类型：\n * 1. dodge\n * 2. stack\n * 3. symmetric\n * 4. jitter\n *\n *\n * **Tip**\n * + 对于 'dodge' 类型，可以额外进行如下属性的配置:\n * ```typescript\n * geometry.adjust('dodge', {\n * marginRatio: 0, // 取 0 到 1 范围的值（相对于每个柱子宽度），用于控制一个分组中柱子之间的间距\n * dodgeBy: 'x', // 该属性只对 'dodge' 类型生效，声明以哪个数据字段为分组依据\n * });\n * ```\n *\n * + 对于 'stack' 类型，可以额外进行如下属性的配置:\n * ```typescript\n * geometry.adjust('stack', {\n * reverseOrder: false, // 用于控制是否对数据进行反序操作\n * });\n * ```\n *\n * @example\n * ```typescript\n * geometry.adjust('stack');\n *\n * geometry.adjust({\n * type: 'stack',\n * reverseOrder: false,\n * });\n *\n * // 组合使用 adjust\n * geometry.adjust([ 'stack', 'dodge' ]);\n *\n * geometry.adjust([\n * { type: 'stack' },\n * { type: 'dodge', dodgeBy: 'x' },\n * ]);\n * ```\n *\n * @param adjustCfg 数据调整配置\n * @returns\n */\n public adjust(adjustCfg: string | string[] | AdjustOption | AdjustOption[]): Geometry {\n let adjusts: any = adjustCfg;\n if (isString(adjustCfg) || isPlainObject(adjustCfg)) {\n adjusts = [adjustCfg];\n }\n each(adjusts, (adjust, index) => {\n if (!isObject(adjust)) {\n adjusts[index] = { type: adjust };\n }\n });\n\n this.adjustOption = adjusts;\n return this;\n }\n\n /**\n * 图形样式配置。\n *\n * @example\n * ```typescript\n * // 配置图形样式\n * style({\n * lineWidth: 2,\n * stroke: '#1890ff',\n * });\n *\n * // 根据具体的数据进行详细配置\n * style({\n * fields: [ 'x', 'y' ], // 数据字段\n * callback: (xVal, yVal) => {\n * const style = { lineWidth: 2, stroke: '#1890ff' };\n * if (xVal === 'a') {\n * style.lineDash = [ 2, 2 ];\n * }\n * return style;\n * },\n * });\n * ```\n *\n * @param field 配置样式属性或者样式规则。\n * @returns\n */\n public style(field: StyleOption | LooseObject): Geometry;\n /**\n * @example\n * ```typescript\n * style('x*y', (xVal, yVal) => {\n * const style = { lineWidth: 2, stroke: '#1890ff' };\n * if (xVal === 'a') {\n * style.lineDash = [ 2, 2 ];\n * }\n * return style;\n * });\n * ```\n *\n * @param field 数据字段或者样式配置规则。\n * @param styleFunc Optional, 样式配置回调函数。\n * @returns\n */\n public style(field: string, styleFunc: StyleCallback): Geometry;\n public style(field: StyleOption | LooseObject | string, styleFunc?: StyleCallback): Geometry {\n if (isString(field)) {\n const fields = parseFields(field);\n this.styleOption = {\n fields,\n callback: styleFunc,\n };\n } else {\n const { fields, callback, cfg } = field as StyleOption;\n if (fields || callback || cfg) {\n this.styleOption = field;\n } else {\n this.styleOption = {\n cfg: field,\n };\n }\n }\n\n return this;\n }\n\n /**\n * 配置 Geometry 显示的 tooltip 内容。\n *\n * `tooltip(false)` 代表关闭 tooltip。\n * `tooltip(true)` 代表开启 tooltip。\n *\n * Geometry 默认允许 tooltip 展示，我们可以使用以下方法对 tooltip 的展示内容进行配置：\n *\n * @example\n * ```typescript\n * // data: [{x: 'a', y: 10}]\n * tooltip({\n * fields: [ 'x' ],\n * });\n * ```\n * \n *\n * ```typescript\n * tooltip({\n * fields: [ 'x', 'y' ],\n * });\n * ```\n * \n *\n * tooltip() 方法同样支持数据映射及回调用法：\n *\n * @example\n * ```typescript\n * chart.tooltip({\n * itemTpl: '<li>{x}: {y}</li>',\n * });\n *\n * chart.line()\n * .position('x*y')\n * .tooltip({\n * fields: [ 'x', 'y' ],\n * callback: (x, y) => {\n * return {\n * x,\n * y,\n * };\n * },\n * });\n * ```\n *\n * 其返回的值必须为对象，该值中的属性同 chart.tooltip() 的 itemTpl 模板相对应，返回的变量可用于 itemTpl 的字符串模板。\n *\n * @param field tooltip 配置信息。\n * @returns\n */\n public tooltip(field: GeometryTooltipOption | boolean): Geometry;\n /**\n * @example\n * ```typescript\n * // data: [{x: 'a', y: 10}]\n *\n * // 等同于 tooltip({ fields: [ 'x' ] })\n * tooltip('x');\n *\n * // 等同于 tooltip({ fields: [ 'x', 'y' ] })\n * tooltip('x*y');\n *\n * // 等同于 tooltip({ fields: [ 'x', 'y' ], callback: (x, y) => { x, y } })\n * tooltip('x*y', (x, y) => {\n * return {\n * x,\n * y,\n * };\n * });\n * ```\n *\n * @param field 参与映射的字段。\n * @param cfg Optional, 回调函数\n * @returns\n */\n public tooltip(field: string, cfg?: TooltipCallback): Geometry;\n public tooltip(field: GeometryTooltipOption | boolean | string, cfg?: TooltipCallback): Geometry {\n if (isString(field)) {\n const fields = parseFields(field);\n this.tooltipOption = {\n fields,\n callback: cfg,\n };\n } else {\n this.tooltipOption = field;\n }\n\n return this;\n }\n\n /**\n * Geometry 动画配置。\n *\n * + `animate(false)` 关闭动画\n * + `animate(true)` 开启动画，默认开启。\n *\n * 我们将动画分为四个场景：\n * 1. appear: 图表第一次加载时的入场动画；\n * 2. enter: 图表绘制完成，发生更新后，产生的新图形的进场动画；\n * 3. update: 图表绘制完成，数据发生变更后，有状态变更的图形的更新动画；\n * 4. leave: 图表绘制完成，数据发生变更后，被销毁图形的销毁动画。\n *\n * @example\n * ```typescript\n * animate({\n * enter: {\n * duration: 1000, // enter 动画执行时间\n * },\n * leave: false, // 关闭 leave 销毁动画\n * });\n * ```\n *\n * @param cfg 动画配置\n * @returns\n */\n public animate(cfg: AnimateOption | boolean): Geometry {\n this.animateOption = cfg;\n return this;\n }\n\n /**\n * Geometry label 配置。\n *\n * @example\n * ```ts\n * // data: [ {x: 1, y: 2, z: 'a'}, {x: 2, y: 2, z: 'b'} ]\n * // 在每个图形上显示 z 字段对应的数值\n * label({\n * fields: [ 'z' ]\n * });\n *\n * label(false); // 不展示 label\n *\n * // 在每个图形上显示 x 字段对应的数值，同时配置文本颜色为红色\n * label('x', {\n * style: {\n * fill: 'red',\n * },\n * })\n *\n * // 以 type 类型的 label 渲染每个图形上显示 x 字段对应的数值，同时格式化文本内容\n * label('x', (xValue) => {\n * return {\n * content: xValue + '%',\n * };\n * }, {\n * type: 'base' // 声明 label 类型\n * })\n * ```\n *\n * @param field\n * @returns label\n */\n public label(field: LabelOption | false | string): Geometry;\n public label(field: string, secondParam: GeometryLabelCfg | LabelCallback): Geometry;\n public label(field: string, secondParam: LabelCallback, thirdParam: GeometryLabelCfg): Geometry;\n public label(\n field: string | LabelOption | false,\n secondParam?: GeometryLabelCfg | LabelCallback,\n thirdParam?: GeometryLabelCfg\n ): Geometry {\n if (isString(field)) {\n const labelOption: LabelOption = {};\n const fields = parseFields(field);\n labelOption.fields = fields;\n if (isFunction(secondParam)) {\n labelOption.callback = secondParam;\n } else if (isPlainObject(secondParam)) {\n labelOption.cfg = secondParam;\n }\n\n if (thirdParam) {\n labelOption.cfg = thirdParam;\n }\n this.labelOption = labelOption;\n } else {\n this.labelOption = field;\n }\n\n return this;\n }\n\n /**\n * 设置状态对应的样式。\n *\n * @example\n * ```ts\n * chart.interval().state({\n * selected: {\n * animate: { duration: 100, easing: 'easeLinear' },\n * style: {\n * lineWidth: 2,\n * stroke: '#000',\n * },\n * },\n * });\n * ```\n *\n * 如果图形 shape 是由多个 shape 组成，即为一个 G.Group 对象，那么针对 group 中的每个 shape，我们需要使用下列方式进行状态样式设置：\n * 如果我们为 group 中的每个 shape 设置了 'name' 属性(shape.set('name', 'xx'))，则以 'name' 作为 key，否则默认以索引值（即 shape 的 添加顺序）为 key。\n *\n * ```ts\n * chart.interval().shape('groupShape').state({\n * selected: {\n * style: {\n * 0: { lineWidth: 2 },\n * 1: { fillOpacity: 1 },\n * }\n * }\n * });\n * ```\n *\n * @param cfg 状态样式\n */\n public state(cfg: StateOption) {\n this.stateOption = cfg;\n return this;\n }\n\n /**\n * 用于向 shape 中传入自定义的数据。目前可能仅仅可能用于在自定义 shape 的时候，像自定义 shape 中传入自定义的数据，方便实现自定义 shape 的配置能力。\n *\n * @example\n * ```ts\n * chart.interval().customInfo({ yourData: 'hello, g2!' });\n * ```\n *\n * 然后在自定义 shape 的时候，可以拿到这个信息。\n *\n * ```ts\n * registerShape('interval', 'your-shape', {\n * draw(shapeInfo, container) {\n * const { customInfo } = shapeInfo;\n * console.log(customInfo); // will log { yourData: 'hello, g2!' }.\n * }\n * });\n * ```\n *\n * @param cfg\n */\n public customInfo(cfg: any) {\n this.customOption = cfg;\n return this;\n }\n\n /**\n * 初始化 Geomtry 实例：\n * 创建 [[Attribute]] and [[Scale]] 实例，进行数据处理，包括分组、数值化以及数据调整。\n */\n public init(cfg: InitCfg = {}) {\n this.setCfg(cfg);\n this.initAttributes(); // 创建图形属性\n\n // 数据加工：分组 -> 数字化 -> adjust\n this.processData(this.data);\n\n // 调整 scale\n this.adjustScale();\n }\n\n /**\n * Geometry 更新。\n * @param [cfg] 更新的配置\n */\n public update(cfg: InitCfg = {}) {\n const { data, isDataChanged, isCoordinateChanged } = cfg;\n const { attributeOption, lastAttributeOption } = this;\n\n if (!isEqual(attributeOption, lastAttributeOption)) {\n // 映射发生改变，则重新创建图形属性\n this.init(cfg);\n } else if (data && (isDataChanged || !isEqual(data, this.data))) {\n // 数据发生变化\n this.setCfg(cfg);\n this.initAttributes(); // 创建图形属性\n this.processData(data); // 数据加工：分组 -> 数字化 -> adjust\n } else {\n // 有可能 coordinate 变化\n this.setCfg(cfg);\n }\n\n // 调整 scale\n this.adjustScale();\n this.isCoordinateChanged = isCoordinateChanged;\n }\n\n /**\n * 将原始数据映射至图形空间，同时创建图形对象。\n */\n public paint(isUpdate: boolean = false) {\n if (this.animateOption) {\n this.animateOption = deepMix({}, getDefaultAnimateCfg(this.type, this.coordinate), this.animateOption);\n }\n\n this.defaultSize = undefined;\n this.elementsMap = {};\n this.elements = [];\n const offscreenGroup = this.getOffscreenGroup();\n offscreenGroup.clear();\n\n const beforeMappingData = this.beforeMappingData;\n const dataArray = this.beforeMapping(beforeMappingData);\n\n this.dataArray = new Array(dataArray.length);\n for (let i = 0; i < dataArray.length; i++) {\n const data = dataArray[i];\n this.dataArray[i] = this.mapping(data);\n }\n this.updateElements(this.dataArray, isUpdate);\n this.lastElementsMap = this.elementsMap;\n\n if (this.canDoGroupAnimation(isUpdate)) {\n // 如果用户没有配置 appear.animation，就默认走整体动画\n const container = this.container;\n const type = this.type;\n const coordinate = this.coordinate;\n const animateCfg = get(this.animateOption, 'appear');\n const yScale = this.getYScale();\n const yMinPoint = coordinate.convert({\n x: 0,\n y: yScale.scale(this.getYMinValue()),\n });\n doGroupAppearAnimate(container, animateCfg, type, coordinate, yMinPoint);\n }\n\n // 添加 label\n if (this.labelOption) {\n const deferred = this.useDeferredLabel;\n const callback = (() => this.renderLabels(flatten(this.dataArray) as unknown as MappingDatum[], isUpdate)).bind(this);\n if (typeof deferred === 'number') {\n // Use `requestIdleCallback` to render labels in idle time (like react fiber)\n const timeout = (typeof deferred === 'number' && deferred !== Infinity) ? deferred : 0;\n if (!window.requestIdleCallback) {\n setTimeout(callback, timeout);\n } else {\n const options = timeout && timeout !== Infinity ? { timeout } : undefined;\n window.requestIdleCallback(callback, options);\n }\n } else {\n callback();\n }\n }\n\n // 缓存，用于更新\n this.lastAttributeOption = {\n ...this.attributeOption,\n };\n\n if (this.visible === false) {\n // 用户在初始化的时候声明 visible: false\n this.changeVisible(false);\n }\n }\n\n /**\n * 清空当前 Geometry，配置项仍保留，但是内部创建的对象全部清空。\n * @override\n */\n public clear() {\n const { container, geometryLabel, offscreenGroup } = this;\n if (container) {\n container.clear();\n }\n\n if (geometryLabel) {\n geometryLabel.clear();\n }\n\n if (offscreenGroup) {\n offscreenGroup.clear();\n }\n\n // 属性恢复至出厂状态\n this.scaleDefs = undefined;\n this.attributes = {};\n this.scales = {};\n this.elementsMap = {};\n this.lastElementsMap = {};\n this.elements = [];\n this.adjusts = {};\n this.dataArray = null;\n this.beforeMappingData = null;\n this.lastAttributeOption = undefined;\n this.defaultSize = undefined;\n this.idFields = [];\n this.groupScales = undefined;\n this.hasSorted = false;\n this.isCoordinateChanged = false;\n }\n\n /**\n * 销毁 Geometry 实例。\n */\n public destroy() {\n this.clear();\n const container = this.container;\n container.remove(true);\n\n if (this.offscreenGroup) {\n this.offscreenGroup.remove(true);\n this.offscreenGroup = null;\n }\n\n if (this.geometryLabel) {\n this.geometryLabel.destroy();\n this.geometryLabel = null;\n }\n this.theme = undefined;\n this.shapeFactory = undefined;\n\n super.destroy();\n }\n\n /**\n * 获取决定分组的图形属性对应的 scale 实例。\n * @returns\n */\n public getGroupScales(): Scale[] {\n return this.groupScales;\n }\n\n /**\n * 根据名字获取图形属性实例。\n */\n public getAttribute(name: string): Attribute {\n return this.attributes[name];\n }\n\n /** 获取 x 轴对应的 scale 实例。 */\n public getXScale(): Scale {\n return this.getAttribute('position').scales[0];\n }\n\n /** 获取 y 轴对应的 scale 实例。 */\n public getYScale(): Scale {\n return this.getAttribute('position').scales[1];\n }\n\n /**\n * 获取决定分组的图形属性实例。\n */\n public getGroupAttributes(): Attribute[] {\n const rst = [];\n each(this.attributes, (attr: Attribute) => {\n if (GROUP_ATTRS.includes(attr.type)) {\n rst.push(attr);\n }\n });\n return rst;\n }\n\n /** 获取图形属性默认的映射值。 */\n public getDefaultValue(attrName: string) {\n let value: any;\n const attr = this.getAttribute(attrName);\n if (attr && isEmpty(attr.scales)) {\n // 获取映射至常量的值\n value = attr.values[0];\n }\n return value;\n }\n\n /**\n * 获取该数据发生图形映射后对应的 Attribute 图形空间数据。\n * @param attr Attribute 图形属性实例。\n * @param obj 需要进行映射的原始数据。\n * @returns\n */\n public getAttributeValues(attr: Attribute, obj: Datum) {\n const params = [];\n const scales = attr.scales;\n for (let index = 0, length = scales.length; index < length; index++) {\n const scale = scales[index];\n const field = scale.field;\n if (scale.isIdentity) {\n params.push(scale.values);\n } else {\n params.push(obj[field]);\n }\n }\n\n return attr.mapping(...params);\n }\n\n /**\n * 获取对应的 adjust 实例\n * @param adjustType\n * @returns\n */\n public getAdjust(adjustType: string) {\n return this.adjusts[adjustType];\n }\n\n /**\n * 获得 coordinate 实例\n * @returns\n */\n public getCoordinate() {\n return this.coordinate;\n }\n\n public getData() {\n return this.data;\n }\n\n /**\n * 获取 shape 对应的 marker 样式。\n * @param shapeName shape 具体名字\n * @param cfg marker 信息\n * @returns\n */\n public getShapeMarker(shapeName: string, cfg: ShapeMarkerCfg): ShapeMarkerAttrs {\n const shapeFactory = this.getShapeFactory();\n return shapeFactory.getMarker(shapeName, cfg);\n }\n\n /**\n * 根据一定的规则查找 Geometry 的 Elements。\n *\n * ```typescript\n * getElementsBy((element) => {\n * const data = element.getData();\n *\n * return data.a === 'a';\n * });\n * ```\n *\n * @param condition 定义查找规则的回调函数。\n * @returns\n */\n public getElementsBy(condition: (element: Element) => boolean): Element[] {\n return this.elements.filter((element) => condition(element));\n }\n\n /**\n * 获取 Geometry 的所有 Elements。\n *\n * ```typescript\n * getElements();\n * ```\n */\n public getElements() {\n return this.elements;\n }\n\n /**\n * 获取数据对应的唯一 id。\n * @param data Element 对应的绘制数据\n * @returns\n */\n public getElementId(data: MappingDatum | MappingDatum[]) {\n data = isArray(data) ? data[0] : data;\n const originData = data[FIELD_ORIGIN];\n\n // 如果用户声明了使用哪些字段作为 id 值\n if (this.idFields.length) {\n let elementId = originData[this.idFields[0]];\n for (let index = 1; index < this.idFields.length; index++) {\n elementId += '-' + originData[this.idFields[index]];\n }\n\n return elementId;\n }\n\n const type = this.type;\n const xScale = this.getXScale();\n const yScale = this.getYScale();\n const xField = xScale.field || 'x';\n const yField = yScale.field || 'y';\n const yVal = originData[yField];\n let xVal;\n if (xScale.type === 'identity') {\n xVal = xScale.values[0];\n } else {\n xVal = originData[xField];\n }\n\n let id: string;\n if (type === 'interval' || type === 'schema') {\n id = `${xVal}`;\n } else if (type === 'line' || type === 'area' || type === 'path') {\n id = type;\n } else {\n id = `${xVal}-${yVal}`;\n }\n\n const groupScales = this.groupScales;\n\n for (let index = 0, length = groupScales.length; index < length; index++) {\n const groupScale = groupScales[index];\n const field = groupScale.field;\n id = `${id}-${originData[field]}`;\n }\n\n // 用户在进行 dodge 类型的 adjust 调整的时候设置了 dodgeBy 属性\n const dodgeAdjust = this.getAdjust('dodge');\n if (dodgeAdjust) {\n const dodgeBy = dodgeAdjust.dodgeBy;\n if (dodgeBy) {\n id = `${id}-${originData[dodgeBy]}`;\n }\n }\n\n if (this.getAdjust('jitter')) {\n id = `${id}-${data.x}-${data.y}`;\n }\n\n return id;\n }\n\n /**\n * 获取所有需要创建 scale 的字段名称。\n */\n public getScaleFields(): string[] {\n const fields = [];\n const tmpMap = new Map();\n const { attributeOption, labelOption, tooltipOption } = this;\n // 获取图形属性上的 fields\n for (const attributeType in attributeOption) {\n if (attributeOption.hasOwnProperty(attributeType)) {\n const eachOpt = attributeOption[attributeType];\n if (eachOpt.fields) {\n uniq(eachOpt.fields, fields, tmpMap);\n } else if (eachOpt.values) {\n // 考虑 size(10), shape('circle') 等场景\n uniq(eachOpt.values, fields, tmpMap);\n }\n }\n }\n // 获取 label 上的字段\n if (labelOption && labelOption.fields) {\n uniq(labelOption.fields, fields, tmpMap);\n }\n\n // 获取 tooltip 上的字段\n if (isObject(tooltipOption) && tooltipOption.fields) {\n uniq(tooltipOption.fields, fields, tmpMap);\n }\n\n return fields;\n }\n\n /**\n * 显示或者隐藏 geometry。\n * @param visible\n */\n public changeVisible(visible: boolean) {\n super.changeVisible(visible);\n const elements = this.elements;\n for (let index = 0, length = elements.length; index < length; index++) {\n const element = elements[index];\n element.changeVisible(visible);\n }\n if (visible) {\n if (this.container) {\n this.container.show();\n }\n if (this.labelsContainer) {\n this.labelsContainer.show();\n }\n } else {\n if (this.container) {\n this.container.hide();\n }\n if (this.labelsContainer) {\n this.labelsContainer.hide();\n }\n }\n }\n\n /**\n * 获得所有的字段\n */\n public getFields() {\n const uniqMap = new Map<string, boolean>();\n const fields = [];\n\n Object.values(this.attributeOption).forEach((cfg) => {\n const fs = cfg?.fields || [];\n fs.forEach((f) => {\n if (!uniqMap.has(f)) {\n fields.push(f);\n }\n uniqMap.set(f, true);\n });\n }, []);\n\n return fields;\n }\n\n /**\n * 获取当前配置中的所有分组 & 分类的字段。\n * @return fields string[]\n */\n public getGroupFields(): string[] {\n const groupFields = [];\n const tmpMap = new Map(); // 用于去重过滤\n for (let index = 0, length = GROUP_ATTRS.length; index < length; index++) {\n const attributeName = GROUP_ATTRS[index];\n const cfg = this.attributeOption[attributeName];\n if (cfg && cfg.fields) {\n uniq(cfg.fields, groupFields, tmpMap);\n }\n }\n\n return groupFields;\n }\n\n /**\n * 获得图形的 x y 字段。\n */\n public getXYFields() {\n const [x, y] = this.attributeOption.position.fields;\n return [x, y];\n }\n\n /**\n * x 字段\n * @returns\n */\n public getXField(): string {\n return get(this.getXYFields(), [0]);\n }\n\n /**\n * y 字段\n * @returns\n */\n public getYField(): string {\n return get(this.getXYFields(), [1]);\n }\n\n /**\n * 获取该 Geometry 下所有生成的 shapes。\n * @returns shapes\n */\n public getShapes(): (IShape | IGroup)[] {\n return this.elements.map((element: Element) => element.shape);\n }\n\n /**\n * 获取虚拟 Group。\n * @returns\n */\n public getOffscreenGroup() {\n if (!this.offscreenGroup) {\n const GroupCtor = this.container.getGroupBase(); // 获取分组的构造函数\n this.offscreenGroup = new GroupCtor({});\n }\n return this.offscreenGroup;\n }\n\n // 对数据进行排序\n public sort(mappingArray: Data[]) {\n if (!this.hasSorted) {\n // 未发生过排序\n const xScale = this.getXScale();\n const xField = xScale.field;\n for (let index = 0; index < mappingArray.length; index++) {\n const itemArr = mappingArray[index];\n itemArr.sort((obj1: Datum, obj2: Datum) => {\n return xScale.translate(obj1[FIELD_ORIGIN][xField]) - xScale.translate(obj2[FIELD_ORIGIN][xField]);\n });\n }\n }\n\n this.hasSorted = true;\n }\n\n /**\n * 调整度量范围。主要针对发生层叠以及一些特殊需求的 Geometry，比如 Interval 下的柱状图 Y 轴默认从 0 开始。\n */\n protected adjustScale() {\n const yScale = this.getYScale();\n // 如果数据发生过 stack adjust，需要调整下 yScale 的数据范围\n if (yScale && this.getAdjust('stack')) {\n this.updateStackRange(yScale, this.beforeMappingData);\n }\n }\n\n /**\n * 获取当前 Geometry 对应的 Shape 工厂实例。\n */\n protected getShapeFactory() {\n const shapeType = this.shapeType;\n if (!getShapeFactory(shapeType)) {\n return;\n }\n if (!this.shapeFactory) {\n this.shapeFactory = clone(getShapeFactory(shapeType)); // 防止多个 view 共享一个 shapeFactory 实例，导致 coordinate 被篡改\n }\n // 因为这里缓存了 shapeFactory，但是外部可能会变更 coordinate，导致无法重新设置到 shapeFactory 中\n this.shapeFactory.coordinate = this.coordinate;\n // theme 原因同上\n this.shapeFactory.theme = this.theme.geometries[shapeType] || {};\n\n return this.shapeFactory;\n }\n\n /**\n * 获取每个 Shape 对应的关键点数据。\n * @param obj 经过分组 -> 数字化 -> adjust 调整后的数据记录\n * @returns\n */\n protected createShapePointsCfg(obj: Datum): S {\n const xScale = this.getXScale();\n const yScale = this.getYScale();\n const x = this.normalizeValues(obj[xScale.field], xScale);\n let y; // 存在没有 y 的情况\n\n if (yScale) {\n y = this.normalizeValues(obj[yScale.field], yScale);\n } else {\n y = obj.y ? obj.y : 0.1;\n }\n\n return {\n x,\n y,\n y0: yScale ? yScale.scale(this.getYMinValue()) : undefined,\n } as S;\n }\n\n /**\n * 创建 Element 实例。\n * @param mappingDatum Element 对应的绘制数据\n * @param [isUpdate] 是否处于更新阶段\n * @returns element 返回创建的 Element 实例\n */\n protected createElement(mappingDatum: MappingDatum, index: number, isUpdate: boolean = false): Element {\n const { container } = this;\n\n const shapeCfg = this.getDrawCfg(mappingDatum); // 获取绘制图形的配置信息\n const shapeFactory = this.getShapeFactory();\n\n const element = new Element({\n shapeFactory,\n container,\n offscreenGroup: this.getOffscreenGroup(),\n elementIndex: index,\n });\n element.animate = this.animateOption;\n element.geometry = this;\n element.draw(shapeCfg, isUpdate); // 绘制\n\n return element;\n }\n\n /**\n * 获取每条数据对应的图形绘制数据。\n * @param mappingDatum 映射后的数据\n * @returns draw cfg\n */\n protected getDrawCfg(mappingDatum: MappingDatum): ShapeInfo {\n const originData = mappingDatum[FIELD_ORIGIN]; // 原始数据\n const cfg: ShapeInfo = {\n mappingData: mappingDatum, // 映射后的数据\n data: originData, // 原始数据\n x: mappingDatum.x,\n y: mappingDatum.y,\n color: mappingDatum.color,\n size: mappingDatum.size,\n isInCircle: this.coordinate.isPolar,\n customInfo: this.customOption,\n };\n\n let shapeName = mappingDatum.shape;\n if (!shapeName && this.getShapeFactory()) {\n shapeName = this.getShapeFactory().defaultShapeType;\n }\n cfg.shape = shapeName;\n // 获取默认样式\n const theme = this.theme.geometries[this.shapeType];\n cfg.defaultStyle = get(theme, [shapeName, 'default'], {}).style;\n if (!cfg.defaultStyle && this.getShapeFactory()) {\n cfg.defaultStyle = this.getShapeFactory().getDefaultStyle(theme);\n }\n\n const styleOption = this.styleOption;\n if (styleOption) {\n cfg.style = this.getStyleCfg(styleOption, originData);\n }\n if (this.generatePoints) {\n cfg.points = mappingDatum.points;\n cfg.nextPoints = mappingDatum.nextPoints;\n }\n\n return cfg;\n }\n\n protected updateElements(mappingDataArray: MappingDatum[][], isUpdate: boolean = false): void {\n const keyDatum = new Map<string, MappingDatum>();\n const keys: string[] = [];\n\n // 用来保持 diff 元素之后 added, updated 的相对顺序\n const keyIndex = new Map<string, number>();\n let index = 0;\n\n // 获得更新数据所有的 keys\n // 将更新的数据用 key 索引\n for (let i = 0; i < mappingDataArray.length; i++) {\n const mappingData = mappingDataArray[i];\n for (let j = 0; j < mappingData.length; j++) {\n const mappingDatum = mappingData[j];\n const key = this.getElementId(mappingDatum);\n const finalKey = keyDatum.has(key) ? `${key}-${i}-${j}` : key;\n keys.push(finalKey);\n keyDatum.set(finalKey, mappingDatum);\n keyIndex.set(finalKey, index);\n index++;\n }\n }\n\n this.elements = new Array(index);\n\n const { added, updated, removed } = diff(this.lastElementsMap, keys);\n\n // 新建 element\n for (const key of added) {\n const mappingDatum = keyDatum.get(key);\n const i = keyIndex.get(key);\n const element = this.createElement(mappingDatum, i, isUpdate);\n this.elements[i] = element;\n this.elementsMap[key] = element;\n if (element.shape) {\n element.shape.set('zIndex', this.zIndexReversed ? this.elements.length - i : i);\n }\n }\n\n // 更新 element\n for (const key of updated) {\n const element = this.lastElementsMap[key];\n const mappingDatum = keyDatum.get(key);\n const currentShapeCfg = this.getDrawCfg(mappingDatum);\n const preShapeCfg = element.getModel();\n const i = keyIndex.get(key);\n if (this.isCoordinateChanged || isModelChange(currentShapeCfg, preShapeCfg)) {\n element.animate = this.animateOption;\n // 通过绘制数据的变更来判断是否需要更新，因为用户有可能会修改图形属性映射\n element.update(currentShapeCfg); // 更新对应的 element\n }\n this.elements[i] = element;\n this.elementsMap[key] = element;\n if (element.shape) {\n element.shape.set('zIndex', this.zIndexReversed ? this.elements.length - i : i);\n }\n }\n\n // 全部 setZIndex 之后，再执行 sort\n if (this.container) {\n this.container.sort();\n }\n\n // 销毁被删除的 elements\n for (const key of removed) {\n const element = this.lastElementsMap[key];\n // 更新动画配置，用户有可能在更新之前有对动画进行配置操作\n element.animate = this.animateOption;\n element.destroy();\n }\n }\n\n /**\n * 获取渲染的 label 类型。\n */\n protected getLabelType(): string {\n const { labelOption, coordinate, type } = this;\n const { type: coordinateType, isTransposed } = coordinate;\n let labelType = get(labelOption, ['cfg', 'type']);\n if (!labelType) {\n // 用户未定义，则进行默认的逻辑\n if (coordinateType === 'polar') {\n // 极坐标下使用通用的极坐标文本，转置则使用饼图\n labelType = isTransposed ? 'pie' : 'polar';\n } else if (coordinateType === 'theta') {\n // theta 坐标系下使用饼图文本\n labelType = 'pie';\n } else if (type === 'interval' || type === 'polygon') {\n labelType = 'interval';\n } else {\n labelType = 'base';\n }\n }\n\n return labelType;\n }\n\n /**\n * 获取 Y 轴上的最小值。\n */\n protected getYMinValue(): number {\n const yScale = this.getYScale();\n const { min, max } = yScale;\n let value: number;\n\n if (min >= 0) {\n value = min;\n } else if (max <= 0) {\n // 当值全位于负区间时，需要保证 ymin 在区域内，不可为 0\n value = max;\n } else {\n value = 0;\n }\n return value;\n }\n\n // 创建图形属性相关的配置项\n protected createAttrOption(attrName: string, field: AttributeOption | string | number, cfg?) {\n if (isNil(field) || isObject(field)) {\n if (isObject(field) && isEqual(Object.keys(field), ['values'])) {\n // shape({ values: [ 'funnel' ] })\n set(this.attributeOption, attrName, {\n fields: field.values,\n });\n } else {\n set(this.attributeOption, attrName, field);\n }\n } else {\n const attrCfg: AttributeOption = {};\n if (isNumber(field)) {\n // size(3)\n attrCfg.values = [field];\n } else {\n attrCfg.fields = parseFields(field);\n }\n\n if (cfg) {\n if (isFunction(cfg)) {\n attrCfg.callback = cfg;\n } else {\n attrCfg.values = cfg;\n }\n }\n\n set(this.attributeOption, attrName, attrCfg);\n }\n }\n\n protected initAttributes() {\n const { attributes, attributeOption, theme, shapeType } = this;\n this.groupScales = [];\n const tmpMap = {};\n\n // 遍历每一个 attrOption，各自创建 Attribute 实例\n for (const attrType in attributeOption) {\n if (attributeOption.hasOwnProperty(attrType)) {\n const option: AttributeOption = attributeOption[attrType];\n if (!option) {\n return;\n }\n const attrCfg: AttributeInstanceCfg = {\n ...option,\n };\n const { callback, values, fields = [] } = attrCfg;\n\n // 获取每一个字段对应的 scale\n const scales = fields.map((field) => {\n const scale = this.scales[field];\n if (!tmpMap[field] && GROUP_ATTRS.includes(attrType)) {\n const inferedScaleType = inferScaleType(scale, get(this.scaleDefs, field), attrType, this.type);\n if (inferedScaleType === 'cat') {\n this.groupScales.push(scale);\n tmpMap[field] = true;\n }\n }\n return scale;\n });\n\n attrCfg.scales = scales;\n\n if (attrType !== 'position' && scales.length === 1 && scales[0].type === 'identity') {\n // 用户在图形通道上声明了常量字段 color('red'), size(5)\n attrCfg.values = scales[0].values;\n } else if (!callback && !values) {\n // 用户没有指定任何规则，则使用默认的映射规则\n if (attrType === 'size') {\n attrCfg.values = theme.sizes;\n } else if (attrType === 'shape') {\n attrCfg.values = theme.shapes[shapeType] || [];\n } else if (attrType === 'color') {\n if (scales.length) {\n // 根据数值个数使用对应的色板\n attrCfg.values = scales[0].values.length <= 10 ? theme.colors10 : theme.colors20;\n } else {\n attrCfg.values = theme.colors10;\n }\n }\n }\n const AttributeCtor = getAttributeClass(attrType);\n attributes[attrType] = new AttributeCtor(attrCfg);\n }\n }\n }\n\n // 处理数据：分组 -> 数字化 -> adjust 调整\n private processData(data: Data) {\n this.hasSorted = false;\n const { scales } = this.getAttribute('position');\n const categoryScales = scales.filter((scale: Scale) => scale.isCategory);\n\n const groupedArray = this.groupData(data); // 数据分组\n const beforeAdjust = [];\n for (let i = 0, len = groupedArray.length; i < len; i++) {\n const subData = groupedArray[i];\n const arr = [];\n for (let j = 0, subLen = subData.length; j < subLen; j++) {\n const originData = subData[j];\n const item = {};\n // tslint:disable-next-line: forin\n for (const k in originData) {\n item[k] = originData[k];\n }\n item[FIELD_ORIGIN] = originData;\n\n // 将分类数据翻译成数据, 仅对位置相关的度量进行数字化处理\n for (const scale of categoryScales) {\n const field = scale.field;\n item[field] = scale.translate(item[field]);\n }\n arr.push(item);\n }\n beforeAdjust.push(arr);\n }\n\n const dataArray = this.adjustData(beforeAdjust); // 进行 adjust 数据调整\n this.beforeMappingData = dataArray;\n\n return dataArray;\n }\n\n // 调整数据\n private adjustData(dataArray: Data[]): Data[] {\n const adjustOption = this.adjustOption;\n const { intervalPadding, dodgePadding, theme } = this;\n // 兼容theme配置\n const maxColumnWidth = this.maxColumnWidth || theme.maxColumnWidth;\n const minColumnWidth = this.minColumnWidth || theme.minColumnWidth;\n const columnWidthRatio = this.columnWidthRatio || theme.columnWidthRatio;\n let result = dataArray;\n\n if (adjustOption) {\n const xScale = this.getXScale();\n const yScale = this.getYScale();\n const xField = xScale.field;\n const yField = yScale ? yScale.field : null;\n const xDimensionLength = getXDimensionLength(this.coordinate);\n const groupNum = xScale.values.length;\n // 传入size计算相关参数，默认宽度、最大最小宽度约束\n const sizeAttr = this.getAttribute('size');\n let defaultSize;\n if (sizeAttr) {\n defaultSize = sizeAttr.values[0];\n }\n for (let i = 0, len = adjustOption.length; i < len; i++) {\n const adjust = adjustOption[i];\n const adjustCfg: AdjustInstanceCfg = {\n xField,\n yField,\n intervalPadding,\n dodgePadding,\n xDimensionLength,\n groupNum,\n defaultSize,\n maxColumnWidth,\n minColumnWidth,\n columnWidthRatio,\n ...adjust,\n };\n const type = adjust.type;\n if (type === 'dodge') {\n const adjustNames = [];\n if (xScale.isCategory || xScale.type === 'identity') {\n adjustNames.push('x');\n } else if (!yScale) {\n adjustNames.push('y');\n } else {\n throw new Error('dodge is not support linear attribute, please use category attribute!');\n }\n adjustCfg.adjustNames = adjustNames;\n // 每个分组内每条柱子的宽度占比，用户不可指定，用户需要通过 columnWidthRatio 指定\n // 兼容theme配置\n adjustCfg.dodgeRatio = columnWidthRatio;\n } else if (type === 'stack') {\n const coordinate = this.coordinate;\n if (!yScale) {\n // 一维的情况下获取高度和默认size\n adjustCfg.height = coordinate.getHeight();\n const size = this.getDefaultValue('size') || 3;\n adjustCfg.size = size;\n }\n // 不进行 transpose 时，用户又没有设置这个参数时，默认从上向下\n if (!coordinate.isTransposed && isNil(adjustCfg.reverseOrder)) {\n adjustCfg.reverseOrder = true;\n }\n }\n const adjustCtor = getAdjustClass(type);\n adjustCfg.dimValuesMap = {};\n //生成dimValuesMap\n if (xScale && xScale.values) {\n adjustCfg.dimValuesMap[xScale.field] = xScale.values.map((v) => xScale.translate(v));\n }\n const adjustInstance = new adjustCtor(adjustCfg);\n\n result = adjustInstance.process(result);\n\n this.adjusts[type] = adjustInstance;\n }\n }\n\n return result;\n }\n\n // 对数据进行分组\n private groupData(data: Data): Data[] {\n const groupScales = this.getGroupScales();\n const scaleDefs = this.scaleDefs;\n const appendConditions = {};\n const groupFields = [];\n for (let index = 0; index < groupScales.length; index++) {\n const scale = groupScales[index];\n const field = scale.field;\n groupFields.push(field);\n if (get(scaleDefs, [field, 'values'])) {\n // 用户通过 view.scale() 接口指定了 values 属性\n appendConditions[field] = scaleDefs[field].values;\n }\n }\n\n return group(data, groupFields, appendConditions);\n }\n\n // 更新发生层叠后的数据对应的度量范围\n private updateStackRange(scale: Scale, dataArray: Data[]) {\n const mergeArray = flatten(dataArray);\n const field = scale.field;\n let min = scale.min;\n let max = scale.max;\n for (let index = 0; index < mergeArray.length; index++) {\n const obj = mergeArray[index];\n const tmpMin = Math.min.apply(null, obj[field]);\n const tmpMax = Math.max.apply(null, obj[field]);\n if (tmpMin < min) {\n min = tmpMin;\n }\n if (tmpMax > max) {\n max = tmpMax;\n }\n }\n const scaleDefs = this.scaleDefs;\n const cfg: LooseObject = {};\n if (min < scale.min && !get(scaleDefs, [field, 'min'])) {\n // 用户如果在列定义中定义了 min，则以用户定义的为准\n cfg.min = min;\n }\n if (max > scale.max && !get(scaleDefs, [field, 'max'])) {\n // 用户如果在列定义中定义了 max\n cfg.max = max;\n }\n\n scale.change(cfg);\n }\n\n // 将数据映射至图形空间前的操作：排序以及关键点的生成\n private beforeMapping(beforeMappingData: Data[]) {\n // 当初加 clone 是因为 points 的引用关系，导致更新失败，可是现在貌似复现不出来了，所以暂时不进行 clone\n // const source = clone(beforeMappingData);\n const source = beforeMappingData;\n if (this.sortable) {\n this.sort(source);\n }\n if (this.generatePoints) {\n // 需要生成关键点\n for (let index = 0, length = source.length; index < length; index++) {\n const currentData = source[index];\n this.generateShapePoints(currentData);\n const nextData = source[index + 1];\n if (nextData) {\n this.generateShapePoints(nextData);\n currentData[0].nextPoints = nextData[0].points;\n }\n }\n }\n\n return source;\n }\n\n // 生成 shape 的关键点\n private generateShapePoints(data: Data) {\n const shapeFactory = this.getShapeFactory();\n const shapeAttr = this.getAttribute('shape');\n for (let index = 0; index < data.length; index++) {\n const obj = data[index];\n const cfg = this.createShapePointsCfg(obj);\n const shape = shapeAttr ? this.getAttributeValues(shapeAttr, obj) : null;\n const points = shapeFactory.getShapePoints(shape, cfg);\n obj.points = points;\n }\n }\n\n // 将数据归一化\n private normalizeValues(values, scale) {\n let rst = [];\n if (isArray(values)) {\n for (let index = 0; index < values.length; index++) {\n const value = values[index];\n rst.push(scale.scale(value));\n }\n } else {\n rst = scale.scale(values);\n }\n return rst;\n }\n\n // 将数据映射至图形空间\n private mapping(data: Data): MappingDatum[] {\n const attributes = this.attributes;\n const mappingData = [];\n for (let index = 0; index < data.length; index++) {\n const record = data[index];\n const newRecord: MappingDatum = {\n _origin: record[FIELD_ORIGIN],\n points: record.points,\n nextPoints: record.nextPoints,\n };\n for (const k in attributes) {\n if (attributes.hasOwnProperty(k)) {\n const attr = attributes[k];\n const names = attr.names;\n const values = this.getAttributeValues(attr, record);\n if (names.length > 1) {\n // position 之类的生成多个字段的属性\n for (let j = 0; j < values.length; j += 1) {\n const val = values[j];\n const name = names[j];\n newRecord[name] = isArray(val) && val.length === 1 ? val[0] : val; // 只有一个值时返回第一个属性值\n }\n } else {\n // values.length === 1 的判断是以下情况，获取用户设置的图形属性值\n // shape('a', ['dot', 'dash']), color('a', ['red', 'yellow'])\n newRecord[names[0]] = values.length === 1 ? values[0] : values;\n }\n }\n }\n\n this.convertPoint(newRecord); // 将 x、y 转换成画布坐标\n mappingData.push(newRecord);\n }\n\n return mappingData;\n }\n\n // 将归一化的坐标值转换成画布坐标\n private convertPoint(mappingRecord: MappingDatum) {\n const { x, y } = mappingRecord;\n\n let rstX;\n let rstY;\n let obj;\n const coordinate = this.coordinate;\n if (isArray(x) && isArray(y)) {\n rstX = [];\n rstY = [];\n for (let i = 0, j = 0, xLen = x.length, yLen = y.length; i < xLen && j < yLen; i += 1, j += 1) {\n obj = coordinate.convert({\n x: x[i],\n y: y[j],\n });\n rstX.push(obj.x);\n rstY.push(obj.y);\n }\n } else if (isArray(y)) {\n rstY = [];\n for (let index = 0; index < y.length; index++) {\n const yVal = y[index];\n obj = coordinate.convert({\n x: x as number,\n y: yVal,\n });\n if (rstX && rstX !== obj.x) {\n if (!isArray(rstX)) {\n rstX = [rstX];\n }\n rstX.push(obj.x);\n } else {\n rstX = obj.x;\n }\n rstY.push(obj.y);\n }\n } else if (isArray(x)) {\n rstX = [];\n for (let index = 0; index < x.length; index++) {\n const xVal = x[index];\n obj = coordinate.convert({\n x: xVal,\n y,\n });\n if (rstY && rstY !== obj.y) {\n if (!isArray(rstY)) {\n rstY = [rstY];\n }\n rstY.push(obj.y);\n } else {\n rstY = obj.y;\n }\n rstX.push(obj.x);\n }\n } else {\n const point = coordinate.convert({\n x,\n y,\n });\n rstX = point.x;\n rstY = point.y;\n }\n mappingRecord.x = rstX;\n mappingRecord.y = rstY;\n }\n\n // 获取 style 配置\n private getStyleCfg(styleOption: StyleOption, originData: Datum) {\n const { fields = [], callback, cfg } = styleOption;\n if (cfg) {\n // 用户直接配置样式属性\n return cfg;\n }\n\n const params = fields.map((field) => {\n return originData[field];\n });\n\n return callback(...params);\n }\n\n private setCfg(cfg: InitCfg) {\n const { coordinate, data, theme, scaleDefs } = cfg;\n if (coordinate) {\n this.coordinate = coordinate;\n }\n if (data) {\n this.data = data;\n }\n if (scaleDefs) {\n this.scaleDefs = scaleDefs;\n this.idFields = [];\n each(scaleDefs, (scaleDef, field) => {\n if (scaleDef && scaleDef.key) {\n this.idFields.push(field);\n }\n });\n }\n if (theme) {\n this.theme = this.userTheme ? deepMix({}, theme, this.userTheme) : theme; // 支持 geometry 层级的主题设置\n }\n }\n\n private async renderLabels(mappingArray: MappingDatum[], isUpdate: boolean = false) {\n let geometryLabel = this.geometryLabel;\n\n this.emit(GEOMETRY_LIFE_CIRCLE.BEFORE_RENDER_LABEL);\n\n if (!geometryLabel) {\n // 初次创建\n const labelType = this.getLabelType();\n const GeometryLabelsCtor = getGeometryLabel(labelType);\n geometryLabel = new GeometryLabelsCtor(this);\n this.geometryLabel = geometryLabel;\n }\n await geometryLabel.render(mappingArray, isUpdate);\n\n // 将 label 同 element 进行关联\n const labelsMap = geometryLabel.labelsRenderer.shapesMap;\n // Store labels for every element.\n const elementLabels = new Map<Element, Set<IGroup>>();\n each(labelsMap, (labelGroup: IGroup, labelGroupId: string) => {\n const labelChildren = labelGroup.getChildren() || [];\n for (let j = 0; j < labelChildren.length; j++) {\n const labelShape = labelChildren[j];\n const element = this.elementsMap[labelShape.get('elementId') || labelGroupId.split(' ')[0]];\n if (element) {\n labelShape.cfg.name = ['element', 'label'];\n labelShape.cfg.element = element;\n const labels = elementLabels.get(element) || new Set();\n labels.add(labelGroup);\n elementLabels.set(element, labels);\n }\n }\n });\n for (const [element, labels] of elementLabels.entries()) {\n element.labelShape = [...labels];\n }\n\n this.emit(GEOMETRY_LIFE_CIRCLE.AFTER_RENDER_LABEL);\n }\n /**\n * 是否需要进行群组入场动画\n * 规则：\n * 1. 如果发生更新，则不进行\n * 2. 如果用户关闭 geometry 动画，则不进行\n * 3. 如果用户关闭了 appear 动画，则不进行\n * 4. 如果用户配置了 appear.animation，则不进行\n */\n private canDoGroupAnimation(isUpdate: boolean) {\n return (\n !isUpdate &&\n this.animateOption &&\n (get(this.animateOption, 'appear') === undefined ||\n (get(this.animateOption, 'appear') && get(this.animateOption, ['appear', 'animation']) === undefined))\n );\n }\n}\n"]} |