| 1 | 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translate\n const numericValue = scale.translate(value);\n if (numericValue < min) {\n min = numericValue;\n }\n if (numericValue > max) {\n max = numericValue;\n }\n }\n return (max - min) / (length - 1);\n});\n\n/**\n * 获得 tooltip 的 title\n * @param originData\n * @param geometry\n * @param title\n */\nfunction getTooltipTitle(originData: Datum, geometry: Geometry, title: TooltipTitle): string {\n const positionAttr = geometry.getAttribute('position');\n const fields = positionAttr.getFields();\n const scales = geometry.scales;\n\n const titleField = isFunction(title) || !title ? fields[0] : title;\n const titleScale = scales[titleField];\n\n // 如果创建了该字段对应的 scale，则通过 scale.getText() 方式取值，因为用户可能对数据进行了格式化\n // 如果没有对应的 scale，则从原始数据中取值，如果原始数据中仍不存在，则直接放回 title 值\n const tooltipTitle = titleScale ? titleScale.getText(originData[titleField]) : originData[titleField] || titleField;\n\n return isFunction(title) ? title(tooltipTitle, originData) : tooltipTitle;\n}\n\nfunction getAttributesForLegend(geometry: Geometry) {\n const attributes = values(geometry.attributes);\n return filter(attributes, (attribute: Attribute) => contains(GROUP_ATTRS, attribute.type));\n}\n\nfunction getTooltipValueScale(geometry: Geometry) {\n const attributes = getAttributesForLegend(geometry);\n let scale;\n for (const attribute of attributes) {\n const tmpScale = attribute.getScale(attribute.type);\n if (tmpScale && tmpScale.isLinear) {\n // 如果指定字段是非 position 的，同时是连续的\n scale = tmpScale;\n break;\n }\n }\n\n const xScale = geometry.getXScale();\n const yScale = geometry.getYScale();\n\n return scale || yScale || xScale;\n}\n\nfunction getTooltipValue(originData: Datum, valueScale: Scale) {\n const field = valueScale.field;\n const value = originData[field];\n\n if (isArray(value)) {\n const texts = value.map((eachValue) => {\n return valueScale.getText(eachValue);\n });\n return texts.join('-');\n }\n return valueScale.getText(value);\n}\n\n// 根据原始数据获取 tooltip item 中 name 值\nfunction getTooltipName(originData: Datum, geometry: Geometry) {\n let nameScale: Scale;\n const groupScales = geometry.getGroupScales();\n if (groupScales.length) {\n // 如果存在分组类型，取第一个分组类型\n nameScale = groupScales[0];\n }\n if (nameScale) {\n const field = nameScale.field;\n return nameScale.getText(originData[field]);\n }\n\n const valueScale = getTooltipValueScale(geometry);\n return getName(valueScale);\n}\n\n/**\n * @ignore\n * Finds data from geometry by point\n * @param point canvas point\n * @param data an item of geometry.dataArray\n * @param geometry\n * @returns\n */\nexport function findDataByPoint(point: Point, data: MappingDatum[], geometry: Geometry) {\n if (data.length === 0) {\n return null;\n }\n\n const geometryType = geometry.type;\n const xScale = geometry.getXScale();\n const yScale = geometry.getYScale();\n\n const xField = xScale.field;\n const yField = yScale.field;\n\n let rst = null;\n\n // 热力图采用最小逼近策略查找 point 击中的数据\n if (geometryType === 'heatmap' || geometryType === 'point') {\n // 将 point 画布坐标转换为原始数据值\n const coordinate = geometry.coordinate;\n const invertPoint = coordinate.invert(point); // 转换成归一化的数据\n const x = xScale.invert(invertPoint.x); // 转换为原始值\n const y = yScale.invert(invertPoint.y); // 转换为原始值\n\n let min = Infinity;\n for (let index = 0; index < data.length; index++) {\n const obj = data[index];\n const originData = obj[FIELD_ORIGIN];\n const range = (originData[xField] - x) ** 2 + (originData[yField] - y) ** 2;\n if (range < min) {\n min = range;\n rst = obj;\n }\n }\n\n return rst;\n }\n\n // 其他 Geometry 类型按照 x 字段数据进行查找\n const first = data[0];\n let last = data[data.length - 1];\n const xValue = getXValueByPoint(point, geometry);\n const firstXValue = first[FIELD_ORIGIN][xField];\n const firstYValue = first[FIELD_ORIGIN][yField];\n const lastXValue = last[FIELD_ORIGIN][xField];\n const isYArray = yScale.isLinear && isArray(firstYValue); // 考虑 x 维度相同，y 是数组区间的情况\n\n // 如果 x 的值是数组\n if (isArray(firstXValue)) {\n for (let index = 0; index < data.length; index++) {\n const record = data[index];\n const originData = record[FIELD_ORIGIN];\n // xValue 在 originData[xField] 的数值区间内\n if (xScale.translate(originData[xField][0]) <= xValue && xScale.translate(originData[xField][1]) >= xValue) {\n if (isYArray) {\n // 层叠直方图场景，x 和 y 都是数组区间\n if (!isArray(rst)) {\n rst = [];\n }\n rst.push(record);\n } else {\n rst = record;\n break;\n }\n }\n }\n if (isArray(rst)) {\n rst = filterYValue(rst, point, geometry);\n }\n } else {\n let next;\n if (!xScale.isLinear && xScale.type !== 'timeCat') {\n // x 轴对应的数据为非线性以及非时间类型的数据采用遍历查找\n for (let index = 0; index < data.length; index++) {\n const record = data[index];\n const originData = record[FIELD_ORIGIN];\n if (snapEqual(originData[xField], xValue, xScale)) {\n if (isYArray) {\n if (!isArray(rst)) {\n rst = [];\n }\n rst.push(record);\n } else {\n rst = record;\n break;\n }\n } else if (xScale.translate(originData[xField]) <= xValue) {\n last = record;\n next = data[index + 1];\n }\n }\n\n if (isArray(rst)) {\n rst = filterYValue(rst, point, geometry);\n }\n } else {\n // x 轴对应的数据为线性以及时间类型，进行二分查找，性能更好\n if (\n (xValue > xScale.translate(lastXValue) || xValue < xScale.translate(firstXValue)) &&\n (xValue > xScale.max || xValue < xScale.min)\n ) {\n // 不在数据范围内\n return null;\n }\n\n let firstIdx = 0;\n let lastIdx = data.length - 1;\n let middleIdx;\n while (firstIdx <= lastIdx) {\n middleIdx = Math.floor((firstIdx + lastIdx) / 2);\n const item = data[middleIdx][FIELD_ORIGIN][xField];\n if (snapEqual(item, xValue, xScale)) {\n return data[middleIdx];\n }\n\n if (xScale.translate(item) <= xScale.translate(xValue)) {\n firstIdx = middleIdx + 1;\n last = data[middleIdx];\n next = data[middleIdx + 1];\n } else {\n if (lastIdx === 0) {\n last = data[0];\n }\n lastIdx = middleIdx - 1;\n }\n }\n }\n\n if (last && next) {\n // 计算最逼近的\n if (\n Math.abs(xScale.translate(last[FIELD_ORIGIN][xField]) - xValue) >\n Math.abs(xScale.translate(next[FIELD_ORIGIN][xField]) - xValue)\n ) {\n last = next;\n }\n }\n }\n\n const distance = getXDistance(geometry.getXScale()); // 每个分类间的平均间距\n if (!rst && Math.abs(xScale.translate(last[FIELD_ORIGIN][xField]) - xValue) <= distance / 2) {\n rst = last;\n }\n\n return rst;\n}\n\n/**\n * @ignore\n * Gets tooltip items\n * @param data\n * @param geometry\n * @param [title]\n * @returns\n */\nexport function getTooltipItems(\n data: MappingDatum,\n geometry: Geometry,\n title: TooltipTitle = '',\n showNil: boolean = false\n) {\n const originData = data[FIELD_ORIGIN];\n const tooltipTitle = getTooltipTitle(originData, geometry, title);\n const tooltipOption = geometry.tooltipOption;\n const { defaultColor } = geometry.theme;\n const items = [];\n let name;\n let value;\n\n function addItem(itemName, itemValue) {\n if (showNil || (!isNil(itemValue) && itemValue !== '')) {\n // 值为 null的时候，忽视\n const item = {\n title: tooltipTitle,\n data: originData, // 原始数据\n mappingData: data, // 映射后的数据\n name: itemName,\n value: itemValue,\n color: data.color || defaultColor,\n marker: true,\n };\n\n items.push(item);\n }\n }\n\n if (isObject(tooltipOption)) {\n const { fields, callback } = tooltipOption;\n if (callback) {\n // 用户定义了回调函数\n const callbackParams = fields.map((field: string) => {\n return data[FIELD_ORIGIN][field];\n });\n const cfg = callback(...callbackParams);\n const itemCfg = {\n data: data[FIELD_ORIGIN], // 原始数据\n mappingData: data, // 映射后的数据\n title: tooltipTitle,\n color: data.color || defaultColor,\n marker: true, // 默认展示 marker\n ...cfg,\n };\n\n items.push(itemCfg);\n } else {\n const scales = geometry.scales;\n for (const field of fields) {\n if (!isNil(originData[field])) {\n // 字段数据为null, undefined 时不显示\n const scale = scales[field];\n name = getName(scale);\n value = scale.getText(originData[field]);\n addItem(name, value);\n }\n }\n }\n } else {\n const valueScale = getTooltipValueScale(geometry);\n // 字段数据为null ,undefined时不显示\n value = getTooltipValue(originData, valueScale);\n name = getTooltipName(originData, geometry);\n addItem(name, value);\n }\n return items;\n}\n\nfunction getTooltipItemsByFindData(geometry: Geometry, point, title, tooltipCfg: TooltipCfg) {\n const { showNil } = tooltipCfg;\n const result = [];\n const dataArray = geometry.dataArray;\n if (!isEmpty(dataArray)) {\n geometry.sort(dataArray); // 先进行排序，便于 tooltip 查找\n for (const data of dataArray) {\n const record = findDataByPoint(point, data, geometry);\n if (record) {\n const elementId = geometry.getElementId(record);\n const element = geometry.elementsMap[elementId];\n if (geometry.type === 'heatmap' || element.visible) {\n // Heatmap 没有 Element\n // 如果图形元素隐藏了，怎不再 tooltip 上展示相关数据\n const items = getTooltipItems(record, geometry, title, showNil);\n if (items.length) {\n result.push(items);\n }\n }\n }\n }\n }\n\n return result;\n}\n\nfunction getTooltipItemsByHitShape(geometry, point, title, tooltipCfg: TooltipCfg) {\n const { showNil } = tooltipCfg;\n const result = [];\n const container = geometry.container;\n const shape = container.getShape(point.x, point.y);\n if (shape && shape.get('visible') && shape.get('origin')) {\n const mappingData = shape.get('origin').mappingData;\n const items = getTooltipItems(mappingData, geometry, title, showNil);\n if (items.length) {\n result.push(items);\n }\n }\n\n return result;\n}\n\n/**\n * 不进行递归查找\n */\nexport function findItemsFromView(view: View, point: Point, tooltipCfg: TooltipCfg) {\n const result = [];\n // 先从 view 本身查找\n const geometries = view.geometries;\n const { shared, title, reversed } = tooltipCfg;\n for (const geometry of geometries) {\n if (geometry.visible && geometry.tooltipOption !== false) {\n // geometry 可见同时未关闭 tooltip\n const geometryType = geometry.type;\n let tooltipItems;\n if (['point', 'edge', 'polygon'].includes(geometryType)) {\n // 始终通过图形拾取\n tooltipItems = getTooltipItemsByHitShape(geometry, point, title, tooltipCfg);\n } else if (['area', 'line', 'path', 'heatmap'].includes(geometryType)) {\n // 如果是 'area', 'line', 'path'，始终通过数据查找方法查找 tooltip\n tooltipItems = getTooltipItemsByFindData(geometry, point, title, tooltipCfg);\n } else {\n if (shared !== false) {\n tooltipItems = getTooltipItemsByFindData(geometry, point, title, tooltipCfg);\n } else {\n tooltipItems = getTooltipItemsByHitShape(geometry, point, title, tooltipCfg);\n }\n }\n if (tooltipItems.length) {\n if (reversed) {\n tooltipItems.reverse();\n }\n // geometry 有可能会有多个 item，因为用户可以设置 geometry.tooltip('x*y*z')\n result.push(tooltipItems);\n }\n }\n }\n\n return result;\n}\n\nexport function findItemsFromViewRecurisive(view: View, point: Point, tooltipCfg: TooltipCfg) {\n let result = findItemsFromView(view, point, tooltipCfg);\n\n // 递归查找，并合并结果\n for (const childView of view.views) {\n result = result.concat(findItemsFromView(childView, point, tooltipCfg));\n }\n\n return result;\n}\n"]} |