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@antv/g2

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the Grammar of Graphics in Javascript

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import { DisplayObject, Path, AABB } from '@antv/g'; import { path as d3Path } from '@antv/vendor/d3-path'; import { sort, bisector } from '@antv/vendor/d3-array'; import { Vector2 } from '@antv/coord'; import { filter } from '@antv/util'; import type { PathArray } from '@antv/util'; import { G2Element, select } from '../utils/selection'; import { mapObject } from '../utils/array'; import { G2ViewDescriptor, ELEMENT_CLASS_NAME, PLOT_CLASS_NAME, } from '../runtime'; import { isOrdinalScale } from '../utils/scale'; import { rect } from '../shape/interval/color'; import { isPolar, isTranspose } from '../utils/coordinate'; import { getStyle } from '../utils/style'; import { reorder } from '../shape/utils'; import { angle, angleBetween, sub } from '../utils/vector'; import { traverseElements } from '../utils/traverse-elements'; /** * Given root of chart returns elements to be manipulated */ export function selectG2Elements(root: DisplayObject): DisplayObject[] { return select(root) .selectAll(`.${ELEMENT_CLASS_NAME}`) .nodes() .filter((d) => !d.__removed__); } export function selectFacetG2Elements(target, viewInstances): DisplayObject[] { return selectFacetViews(target, viewInstances).flatMap(({ container }) => selectG2Elements(container), ); } export function selectFacetViews(target, viewInstances) { return viewInstances.filter( (d) => d !== target && d.options.parentKey === target.options.key, ); } export function selectPlotArea(root: DisplayObject): DisplayObject { return select(root).select(`.${PLOT_CLASS_NAME}`).node(); } export function bboxOf(element: DisplayObject) { // The geometry bounds of a group is empty, so return the render bounds. if (element.tagName === 'g') return element.getRenderBounds(); // Compute the geometry bounds related to the parent. const bounds = element.getGeometryBounds(); const aabb = new AABB(); aabb.setFromTransformedAABB(bounds, element.getWorldTransform()); return aabb; } export function mousePosition(target, event) { const { offsetX, offsetY } = event; const bbox = bboxOf(target); const { min: [x, y], max: [x1, y1], } = bbox; const isOutX = offsetX < x || offsetX > x1; const isOutY = offsetY < y || offsetY > y1; if (isOutX || isOutY) return null; return [offsetX - x, offsetY - y]; } /** * @todo Pass bbox rather than calc it here. */ export function brushMousePosition(target, event) { const { offsetX, offsetY } = event; const [x, y, x1, y1] = boundsOfBrushArea(target); return [ Math.min(x1, Math.max(x, offsetX)) - x, Math.min(y1, Math.max(y, offsetY)) - y, ]; } export function boundsOfBrushArea(target) { // Calc bbox after clipping. const bbox = target.getRenderBounds(); const { min: [x0, y0], max: [x1, y1], } = bbox; return [x0, y0, x1, y1]; } export function createColorKey(view) { return (element) => element.__data__.color; } export function createXKey(view) { return (element) => element.__data__.x; } export function createDatumof(view: G2ViewDescriptor | G2ViewDescriptor[]) { const views = Array.isArray(view) ? view : [view]; const keyData = new Map( views.flatMap((view) => { const marks = Array.from(view.markState.keys()); return marks.map((mark) => [keyed(view.key, mark.key), mark.data]); }), ); return (element) => { const { index, markKey, viewKey } = element.__data__; const data = keyData.get(keyed(viewKey, markKey)); return data[index]; }; } /** * A state manager for G2Element. * The keys for each state's style start with the state name. * { selectedFill, selectedStroke } is for selected state. * { unselectedFill, unselectedStroke } is for unselected state. */ /** * Define state priorities, higher number means higher priority. */ const STATE_PRIORITIES = { selected: 3, unselected: 3, active: 2, inactive: 2, default: 1, }; /** * Define state groups, states in the same group are mutually exclusive. */ const STATE_GROUPS = { selection: ['selected', 'unselected'], highlight: ['active', 'inactive'], }; const setElementAttribute = (element: DisplayObject, k: string, v: string) => { traverseElements(element, (el) => { if ('setAttribute' in el && typeof el.setAttribute === 'function') { (el as DisplayObject).setAttribute(k, v); } }); }; export function createUseState( style: Record<string, any>, elements: Element[], ) { // Apply interaction style to all elements. elements.forEach((element) => { // @ts-ignore const currentStyle = element.__interactionStyle__; if (currentStyle) { // @ts-ignore element.__interactionStyle__ = { ...currentStyle, ...style }; } else { // @ts-ignore element.__interactionStyle__ = style; } }); return (valueof = (d, element) => d, setAttribute = setElementAttribute) => useState(undefined, valueof, setAttribute); } export function useState( style: Record<string, any> | undefined, valueof = (d, element) => d, setAttribute = setElementAttribute, ) { const STATES = '__states__'; const ORIGINAL = '__ordinal__'; // Get state priority. const getStatePriority = (stateName) => STATE_PRIORITIES[stateName] || STATE_PRIORITIES.default; // Get the group that a state belongs to. const getStateGroup = (stateName) => { return Object.entries(STATE_GROUPS).find(([_, states]) => states.includes(stateName), )?.[0]; }; // Mix style for each state and apply it to element. const applyState = (element) => { const { [STATES]: states = [], [ORIGINAL]: original = {} } = element; // Sort states by priority. const sortedStates = [...states].sort( (a, b) => getStatePriority(b) - getStatePriority(a), ); // Create a Map to track the highest priority state for each style attribute. const styleAttributeMap = new Map(); // Iterate through all states to find the highest priority state for each style attribute. for (const state of sortedStates) { // If style exists, use it directly, else use interaction style on element. const stateStyles = (style ?? element.__interactionStyle__)?.[state] || {}; for (const [key, value] of Object.entries(stateStyles)) { if (!styleAttributeMap.has(key)) { styleAttributeMap.set(key, value); } } } // Apply styles including original styles. const finalStyle = { ...original }; for (const [key, value] of styleAttributeMap.entries()) { finalStyle[key] = value; } if (Object.keys(finalStyle).length === 0) return; // Apply final styles to the element. for (const [key, value] of Object.entries(finalStyle)) { const currentValue = getStyle(element, key); const v = valueof(value, element); setAttribute(element, key, v); // Store the attribute if it does not exist in original. if (!(key in original)) original[key] = currentValue; } element[ORIGINAL] = original; }; const initState = (element) => { if (element[STATES]) return; element[STATES] = []; return; }; /** * Update states and update element, handle conflict states automatically. */ const updateState = (element, ...states) => { initState(element); const currentStates = element[STATES]; // Collect all new state groups. const newStateGroups = new Set( states .map((state) => getStateGroup(state)) .filter((group) => group !== undefined), ); // Exclude old states that are in the new state group. const remainingStates = currentStates.filter( (existingState) => !newStateGroups.has(getStateGroup(existingState)), ); element[STATES] = [...remainingStates, ...states]; applyState(element); }; /** * Set the states and update element. */ const setState = (element, ...states) => { initState(element); element[STATES] = [...states]; applyState(element); }; /** * Remove the states and update element. */ const removeState = (element, ...states) => { initState(element); for (const state of states) { const index = element[STATES].indexOf(state); if (index !== -1) { element[STATES].splice(index, 1); } } applyState(element); }; const hasState = (element, state) => { initState(element); return element[STATES].indexOf(state) !== -1; }; return { setState, updateState, removeState, hasState, }; } function isEmptyObject(obj: any): boolean { if (obj === undefined) return true; if (typeof obj !== 'object') return false; return Object.keys(obj).length === 0; } // A function to generate key for mark each view. function keyed(viewKey, markKey) { return `${viewKey},${markKey}`; } export function mergeState(options, states) { // Index state by mark key and view key. const views = Array.isArray(options) ? options : [options]; const markState = views.flatMap((view) => view.marks.map((mark) => [keyed(view.key, mark.key), mark.state]), ); const state = {}; // Update each specified state. for (const descriptor of states) { const [key, defaults] = Array.isArray(descriptor) ? descriptor : [descriptor, {}]; // Update each specified mark state. state[key] = markState.reduce((merged, mark) => { // Normalize state. const [markKey, markState = {}] = mark; const selectedState = isEmptyObject(markState[key]) ? defaults : markState[key]; // Update each state attribute. for (const [attr, value] of Object.entries(selectedState)) { const oldValue = merged[attr]; const newValue = (data, index, array, element) => { const k = keyed(element.__data__.viewKey, element.__data__.markKey); if (markKey !== k) return oldValue?.(data, index, array, element); if (typeof value !== 'function') return value; return value(data, index, array, element); }; merged[attr] = newValue; } return merged; }, {}); } return state; } // @todo Support elements from different view. export function createValueof(elements, datum) { const elementIndex = new Map(elements.map((d, i) => [d, i])); const fa = datum ? elements.map(datum) : elements; return (d, e) => { if (typeof d !== 'function') return d; const i = elementIndex.get(e); const fe = datum ? datum(e) : e; return d(fe, i, fa, e); }; } export function renderLink({ link = false, valueof = (d, element) => d, coordinate, ...style }) { const LINK_CLASS_NAME = 'element-link'; if (!link) return [() => {}, () => {}]; const pointsOf = (element) => element.__data__.points; const pathPointsOf = (P0, P1) => { const [, p1, p2] = P0; const [p0, , , p3] = P1; const P: Vector2[] = [p1, p0, p3, p2]; return P; }; const append = (elements) => { if (elements.length <= 1) return; // Sort elements by normalized x to avoid cross. const sortedElements = sort<G2Element>(elements, (e0, e1) => { const { x: x0 } = e0.__data__; const { x: x1 } = e1.__data__; const dx = x0 - x1; return dx; }); for (let i = 1; i < sortedElements.length; i++) { const p = d3Path(); const e0 = sortedElements[i - 1]; const e1 = sortedElements[i]; const [p0, p1, p2, p3] = pathPointsOf(pointsOf(e0), pointsOf(e1)); p.moveTo(...p0); p.lineTo(...p1); p.lineTo(...p2); p.lineTo(...p3); p.closePath(); const { fill = e0.getAttribute('fill'), ...rest } = mapObject( style, (d) => valueof(d, e0), ); const link = new Path({ className: LINK_CLASS_NAME, style: { d: p.toString(), fill, zIndex: -2, ...rest, }, }); // @ts-ignore e0.link?.remove(); e0.parentNode.appendChild(link); // @ts-ignore e0.link = link; } }; const remove = (element) => { element.link?.remove(); element.link = null; }; return [append, remove] as const; } // Apply translate to mock slice out. export function offsetTransform(element, offset, coordinate) { const append = (t) => { const { transform } = element.style; return transform ? `${transform} ${t}` : t; }; if (isPolar(coordinate)) { const { points } = element.__data__; const [p0, p1] = isTranspose(coordinate) ? reorder(points) : points; const center = coordinate.getCenter(); const v0 = sub(p0, center); const v1 = sub(p1, center); const a0 = angle(v0); const da = angleBetween(v0, v1); const amid = a0 + da / 2; const dx = offset * Math.cos(amid); const dy = offset * Math.sin(amid); return append(`translate(${dx}, ${dy})`); } if (isTranspose(coordinate)) return append(`translate(${offset}, 0)`); return append(`translate(0, ${-offset})`); } export function renderBackground({ document, background, scale, coordinate, valueof, ...rest }) { const BACKGROUND_CLASS_NAME = 'element-background'; // Don't have background. if (!background) return [() => {}, () => {}]; const extentOf = (scale, x, padding) => { const ax = scale.invert(x); const mid = x + scale.getBandWidth(ax) / 2; const half = scale.getStep(ax) / 2; const offset = half * padding; return [mid - half + offset, mid + half - offset]; }; const sizeXOf = (element, padding) => { const { x: scaleX } = scale; if (!isOrdinalScale(scaleX)) return [0, 1]; const { __data__: data } = element; const { x } = data; const [e1, e2] = extentOf(scaleX, x, padding); return [e1, e2]; }; const sizeYOf = (element, padding) => { const { y: scaleY } = scale; if (!isOrdinalScale(scaleY)) return [0, 1]; const { __data__: data } = element; const { y } = data; const [e1, e2] = extentOf(scaleY, y, padding); return [e1, e2]; }; const bandShapeOf = (element, style) => { const { padding } = style; const [x1, x2] = sizeXOf(element, padding); const [y1, y2] = sizeYOf(element, padding); const points = [ [x1, y1], [x2, y1], [x2, y2], [x1, y2], ].map((d) => coordinate.map(d)); const { __data__: data } = element; const { y: dy, y1: dy1 } = data; return rect(document, points, { y: dy, y1: dy1 }, coordinate, style); }; // Shape without ordinal style. // Clone and scale it. const cloneShapeOf = (element, style) => { const { transform = 'scale(1.2, 1.2)', transformOrigin = 'center center', stroke = '', ...rest } = style; const finalStyle = { transform, transformOrigin, stroke, ...rest }; const shape = element.cloneNode(true); for (const [key, value] of Object.entries(finalStyle)) { shape.style[key] = value; } return shape; }; const isOrdinalShape = () => { const { x, y } = scale; return [x, y].some(isOrdinalScale); }; const append = (element) => { if (element.background) element.background.remove(); const { fill = '#CCD6EC', fillOpacity = 0.3, zIndex = -2, padding = 0.001, lineWidth = 0, ...style } = mapObject(rest, (d) => valueof(d, element)); const finalStyle = { ...style, fill, fillOpacity, zIndex, padding, lineWidth, }; const shapeOf = isOrdinalShape() ? bandShapeOf : cloneShapeOf; const shape = shapeOf(element, finalStyle); shape.className = BACKGROUND_CLASS_NAME; element.parentNode.parentNode.appendChild(shape); element.background = shape; }; const remove = (element) => { element.background?.remove(); element.background = null; }; const is = (element) => { return element.className === BACKGROUND_CLASS_NAME; }; return [append, remove, is] as const; } export function setCursor(root, cursor) { // @ts-ignore const canvas = root.getRootNode().defaultView; const dom = canvas.getContextService().getDomElement(); if (dom?.style) { root.cursor = dom.style.cursor; dom.style.cursor = cursor; } } export function restoreCursor(root) { setCursor(root, root.cursor); } export function selectElementByData(elements, data, datum) { return elements.find((d) => Object.entries(data).every(([key, value]) => datum(d)[key] === value), ); } export function getPointsR(point: number[], nextPoint: number[]) { return Math.sqrt( Math.pow(point[0] - nextPoint[0], 2) + Math.pow(point[1] - nextPoint[1], 2), ); } // Points create path. export function getPointsPath(points: number[][], isClose = false) { const path = filter(points, (d) => !!d).map((d, i) => { return [i === 0 ? 'M' : 'L', ...d]; }) as PathArray; if (isClose) { path.push(['Z']); } return path; } // Get element. export function getElements(plot) { return plot.querySelectorAll('.element'); } // Get Theta coordinate round path. export function getThetaPath( center: number[], points: number[][], isBig = 0, ): PathArray { const path = [['M', ...points[1]]]; const innerRadius = getPointsR(center, points[1]); const outerRadius = getPointsR(center, points[0]); if (innerRadius === 0) { path.push( ['L', ...points[3]], ['A', outerRadius, outerRadius, 0, isBig, 1, ...points[0]], ['Z'], ); } else { path.push( ['A', innerRadius, innerRadius, 0, isBig, 0, ...points[2]], ['L', ...points[3]], ['A', outerRadius, outerRadius, 0, isBig, 1, ...points[0]], ['Z'], ); } return path as PathArray; } export function maybeRoot(node, rootOf) { if (rootOf(node)) return node; let root = node.parent; while (root && !rootOf(root)) root = root.parent; return root; } export const VALID_FIND_BY_X_MARKS = ['interval', 'point', 'density']; /** * @description Create function that can find element by event. * @returns Element find function. */ export function createFindElementByEvent({ elementsof, root, coordinate, scale, validFindByXMarks = VALID_FIND_BY_X_MARKS, }) { let elements = elementsof(root); const getValidFindByXMarks = (d) => validFindByXMarks.includes(d.markType); const hasValidFindByXMarks = elements.find(getValidFindByXMarks); // Try to find element by x position. if (hasValidFindByXMarks) { elements = elements.filter(getValidFindByXMarks); const scaleX = scale.x; const scaleSeries = scale.series; const bandWidth = scaleX?.getBandWidth?.() ?? 0; const xof = scaleSeries ? (d) => { const seriesCount = Math.round(1 / (scaleSeries.valueBandWidth ?? 1)); return ( d.__data__.x + (d.__data__.series ?? 0) * bandWidth + bandWidth / (seriesCount * 2) ); } : (d) => d.__data__.x + bandWidth / 2; // Sort for bisector search. elements.sort((a, b) => xof(a) - xof(b)); return (event) => { const mouse = mousePosition(root, event); if (!mouse) return; const [abstractX] = coordinate.invert(mouse); const search = bisector(xof).center; const i = search(elements, abstractX); const target = elements[i]; return target; }; } // If there is no valid element find by x, just return the target element. return (event) => { const { target } = event; return maybeRoot(target, (node) => { if (!node.classList) return false; return node.classList.includes('element'); }); }; } /** * Calculate adaptive sensitivity multiplier (inversely proportional to range). * * - Smaller range → higher sensitivity * - Larger range → lower sensitivity * * @param range Current range (0-1) * @returns Sensitivity multiplier (0.1x ~ 100x) */ export function calculateSensitivityMultiplier(range: number): number { // Base sensitivity factor (adjust this to tune overall responsiveness) const BASE_FACTOR = 0.01; const MIN_RANGE_FOR_SENSITIVITY = 0.0001; const MIN_MULTIPLIER = 0.1; const MAX_MULTIPLIER = 100; // Simple inverse relationship with reasonable bounds const multiplier = BASE_FACTOR / Math.max(range, MIN_RANGE_FOR_SENSITIVITY); // Clamp to reasonable range: 0.1x to 100x return Math.max(MIN_MULTIPLIER, Math.min(MAX_MULTIPLIER, multiplier)); } /** * Check if a value is considered "falsy" for configuration purposes. * Returns true for false, null, or undefined values. * Uses type predicate for better type safety. * * @param value The value to check * @returns true if the value is falsy (false, null, undefined) */ export function isFalsyValue( value: unknown, ): value is false | null | undefined { return value === false || value === null || value === undefined; } /** * Extract channel data with preserved X-Y relationships from all marks in a view. * Supports multi-mark scenarios, bin transforms, and array-encoded Y values. * * @param view The view object containing markState * @returns Object containing flattened values for backward compatibility and structured mark data */ export function extractChannelValues(view: G2ViewDescriptor): { xChannelValues: unknown[]; yChannelValues: unknown[]; markDataPairs: Array<{ markKey: string; channelData: { [key: string]: unknown[] }; }>; } { const allXChannelValues: unknown[][] = []; const allYChannelValues: unknown[][] = []; const markDataPairs: Array<{ markKey: string; channelData: { [key: string]: unknown[] }; }> = []; const marks = view.markState; if (marks) { for (const [mark, state] of marks.entries()) { if (state?.channels) { const channelData: { [key: string]: any[] } = {}; // Process each channel for the current mark for (const channel of state.channels) { if (channel?.name === 'x' && channel.values?.length > 0) { // Collect X values (supports bin transforms with multiple values) let xValues: unknown[] = []; for (const valueItem of channel.values) { if (valueItem?.value) { xValues = xValues.concat(valueItem.value); allXChannelValues.push(valueItem.value); } } channelData['x'] = xValues; } else if ( channel && (channel.name === 'y' || channel.name.startsWith('y')) && // Support y, y1, y2, y3, etc. channel.values?.length > 0 ) { const channelName = channel.name; const channelValues: unknown[] = []; // Handle Y and Y1+ channels for multi-Y marks (e.g., area charts, candlestick charts) for (const valueItem of channel.values) { if (valueItem?.value) { const values = valueItem.value; // Preserve G2's internal structure for array-encoded data // Area charts: [[low1,low2,low3], [high1,high2,high3]] // Line charts: [[value1,value2,value3]] channelValues.push(values); if (channelName === 'y' || channelName === 'y1') { // For global domain calculation, flatten only for allYChannelValues if (Array.isArray(values)) { allYChannelValues.push(values.flat()); } else { allYChannelValues.push([values]); } } } } // Store all Y-related channels channelData[channelName] = channelValues; } } // Store mark data with preserved X-Y relationships const xValues = channelData['x'] || []; const yValues = channelData['y'] || []; if (xValues.length > 0 && yValues.length > 0) { markDataPairs.push({ markKey: mark.key || `mark_${markDataPairs.length}`, channelData, }); } } } } return { xChannelValues: allXChannelValues.flat(), yChannelValues: allYChannelValues.flat(), markDataPairs, }; } /** * Check if there are multiple independent axis for a given channel. * Multi-axis can be defined by: * 1. Explicit `independent: true` in scale configuration * 2. Different `scale.key` values for the same channel name * * @param channel1 - Channel name (x or y) * @param marks - Array of marks to check * @returns true if multiple independent axis exist */ export function hasIndependentXYScale( channel1: string, marks: readonly unknown[], ): boolean { const scaleKeys = new Set<string>(); for (const mark of marks) { const { scale: markScale } = mark as Record<string, unknown>; const channelScale = (markScale as Record<string, unknown>)?.[channel1] as | Record<string, unknown> | undefined; if (!channelScale) continue; // Early return if explicit independent flag is found if (channelScale.independent) { return true; } // Collect scale keys, treating undefined/missing key as 'default' const key = (channelScale.key as string | undefined) || 'default'; scaleKeys.add(key); // Early return if multiple different keys are detected if (scaleKeys.size > 1) { return true; } } // No multiple axes detected return false; } /** * Calculate multi-axis channel domains for slider filtering. * When independent scales are detected, generates separate domains for each axis (x1, y1, x2, y2, etc.) * * @param view The view object containing markState * @param initDomain Initial domain configuration * @param scaleX X scale instance * @param scaleY Y scale instance * @param independentInfo Pre-computed independent scale information * @returns Extended channelDomain object with multi-axis support */ export function calculateMultiAxisChannelDomains( view: G2ViewDescriptor, initDomain: Record<string, unknown>, scaleX: { getOptions(): { domain: unknown } }, scaleY: { getOptions(): { domain: unknown } }, independentInfo?: IndependentScaleInfo, ): Record<string, unknown[]> { const channelDomain: Record<string, unknown[]> = { x: (initDomain.x as unknown[]) || (scaleX.getOptions().domain as unknown[]) || [], y: (initDomain.y as unknown[]) || (scaleY.getOptions().domain as unknown[]) || [], }; // Use pre-computed info if available, otherwise calculate const info = independentInfo || calculateAllIndependentScaleInfo(view); const { hasIndependentX, hasIndependentY } = info; if (hasIndependentX || hasIndependentY) { let xIndex = 1; let yIndex = 1; // Iterate through marks to collect independent scale domains for (const [mark, state] of view.markState.entries()) { if (state?.channels) { // Process independent X scales if (hasIndependentX) { const xChannel = state.channels.find((ch) => ch.name === 'x'); if (mark?.scale?.x?.independent) { const xKey = `x${xIndex}`; channelDomain[xKey] = xChannel.scale.domain; xIndex++; } } // Process independent Y scales if (hasIndependentY) { const yChannel = state.channels.find((ch) => ch.name === 'y'); if (mark?.scale?.y?.independent) { const yKey = `y${yIndex}`; channelDomain[yKey] = yChannel.scale.domain; yIndex++; } } } } } return channelDomain; } /** * Independent scale information cache interface */ export interface IndependentScaleInfo { hasIndependentX: boolean; hasIndependentY: boolean; marksWithSharedX: string[]; marksWithIndependentX: string[]; marksWithSharedY: string[]; marksWithIndependentY: string[]; markToXScaleMap: Map<string, string>; markToYScaleMap: Map<string, string>; } /** * Calculate all independent scale information in one pass * This function performs a single traversal to compute all independent scale related information, * avoiding repeated calculations throughout the codebase. * * Multi-axis detection logic: * 1. Explicit independent: scale.y.independent = true * 2. Different scale keys: scale.y.key = 'left' vs scale.y.key = 'right' * * @param view The view object containing markState * @returns Complete independent scale information */ export function calculateAllIndependentScaleInfo( view: G2ViewDescriptor, ): IndependentScaleInfo { const marks = Array.from(view.markState.keys()); const hasIndependentX = hasIndependentXYScale('x', marks); const hasIndependentY = hasIndependentXYScale('y', marks); const marksWithSharedX: string[] = []; const marksWithIndependentX: string[] = []; const marksWithSharedY: string[] = []; const marksWithIndependentY: string[] = []; const markToXScaleMap = new Map<string, string>(); const markToYScaleMap = new Map<string, string>(); // Track scale key assignments const xScaleKeyMap = new Map<string, number>(); // key -> index const yScaleKeyMap = new Map<string, number>(); // key -> index let xIndex = 1; let yIndex = 1; // Single traversal to compute all classifications and mappings for (const [mark] of view.markState.entries()) { const markKey = mark.key; // X axis processing const xScaleKey = (mark?.scale?.x?.key as string) || 'x'; const hasExplicitIndependentX = !!mark?.scale?.x?.independent; if (hasExplicitIndependentX || (hasIndependentX && xScaleKey !== 'x')) { marksWithIndependentX.push(markKey); // Assign scale name based on key // Always use indexed names (x1, x2, ...) to avoid collision with shared 'x' if (!xScaleKeyMap.has(xScaleKey)) { xScaleKeyMap.set(xScaleKey, xIndex++); } const scaleIndex = xScaleKeyMap.get(xScaleKey); markToXScaleMap.set(markKey, `x${scaleIndex}`); } else { marksWithSharedX.push(markKey); markToXScaleMap.set(markKey, 'x'); } // Y axis processing const yScaleKey = (mark?.scale?.y?.key as string) || 'y'; const hasExplicitIndependentY = !!mark?.scale?.y?.independent; if (hasExplicitIndependentY || (hasIndependentY && yScaleKey !== 'y')) { marksWithIndependentY.push(markKey); // Assign scale name based on key // Always use indexed names (y1, y2, ...) to avoid collision with shared 'y' if (!yScaleKeyMap.has(yScaleKey)) { yScaleKeyMap.set(yScaleKey, yIndex++); } const scaleIndex = yScaleKeyMap.get(yScaleKey); markToYScaleMap.set(markKey, `y${scaleIndex}`); } else { marksWithSharedY.push(markKey); markToYScaleMap.set(markKey, 'y'); } } return { hasIndependentX, hasIndependentY, marksWithSharedX, marksWithIndependentX, marksWithSharedY, marksWithIndependentY, markToXScaleMap, markToYScaleMap, }; }