diff --git a/__tests__/integration/snapshots/static/HeatmapHeatmapBasic.png b/__tests__/integration/snapshots/static/HeatmapHeatmapBasic.png
index 5bcd9e9bed..48506c5d21 100644
Binary files a/__tests__/integration/snapshots/static/HeatmapHeatmapBasic.png and b/__tests__/integration/snapshots/static/HeatmapHeatmapBasic.png differ
diff --git a/__tests__/integration/utils/createNodeGCanvas.ts b/__tests__/integration/utils/createNodeGCanvas.ts
index df394cc1a9..4d0740d91c 100644
--- a/__tests__/integration/utils/createNodeGCanvas.ts
+++ b/__tests__/integration/utils/createNodeGCanvas.ts
@@ -1,4 +1,4 @@
-import { createCanvas } from 'canvas';
+import { createCanvas, Image } from 'canvas';
 import { Canvas } from '@antv/g';
 import { Renderer } from '@antv/g-canvas';
 import { Plugin as DragAndDropPlugin } from '@antv/g-plugin-dragndrop';
@@ -22,5 +22,9 @@ export function createNodeGCanvas(width: number, height: number): Canvas {
     canvas: nodeCanvas as any,
     renderer,
     offscreenCanvas: offscreenNodeCanvas as any,
+    createImage: () => {
+      const image = new Image();
+      return image as any;
+    },
   });
 }
diff --git a/__tests__/integration/utils/renderSpec.ts b/__tests__/integration/utils/renderSpec.ts
index 827a3584b3..1b67c132ac 100644
--- a/__tests__/integration/utils/renderSpec.ts
+++ b/__tests__/integration/utils/renderSpec.ts
@@ -1,4 +1,5 @@
 import { Canvas } from '@antv/g';
+import { createCanvas } from 'canvas';
 import { G2Context, G2Spec, render } from '../../../src';
 import { renderToMountedElement } from '../../utils/renderToMountedElement';
 import { createNodeGCanvas } from './createNodeGCanvas';
@@ -14,6 +15,11 @@ export async function renderSpec(
   const renderFunction = mounted ? renderToMountedElement : render;
   const options = preprocess({ ...raw, width, height });
   context.canvas = gCanvas;
+  context.createCanvas = () => {
+    // The width attribute defaults to 300, and the height attribute defaults to 150.
+    // @see https://stackoverflow.com/a/12019582
+    return createCanvas(300, 150) as unknown as HTMLCanvasElement;
+  };
   await new Promise<Canvas>((resolve) =>
     // @ts-ignore
     renderFunction({ theme: 'classic', ...options }, context, resolve),
diff --git a/src/runtime/plot.ts b/src/runtime/plot.ts
index ddfa7671ff..38e69373e8 100644
--- a/src/runtime/plot.ts
+++ b/src/runtime/plot.ts
@@ -188,12 +188,12 @@ export async function plot<T extends G2ViewTree>(
           .attr('id', (view) => view.key)
           .call(applyTranslate)
           .each(function (view) {
-            plotView(view, select(this), transitions, library);
+            plotView(view, select(this), transitions, library, context);
             enterContainer.set(view, this);
           }),
       (update) =>
         update.call(applyTranslate).each(function (view) {
-          plotView(view, select(this), transitions, library);
+          plotView(view, select(this), transitions, library, context);
           updateContainer.set(view, this);
         }),
       (exit) =>
@@ -305,7 +305,7 @@ function createUpdateView(
   return async (newOptions) => {
     const transitions = [];
     const [newView, newChildren] = await initializeView(newOptions, library);
-    plotView(newView, selection, transitions, library);
+    plotView(newView, selection, transitions, library, context);
     updateTooltip(selection, newOptions, newView, library, context);
     for (const child of newChildren) {
       plot(child, selection, library, context);
@@ -645,6 +645,7 @@ async function plotView(
   selection: Selection,
   transitions: GAnimation[],
   library: G2Library,
+  context: G2Context,
 ): Promise<void> {
   const { components, theme, layout, markState, coordinate, key, style, clip } =
     view;
@@ -783,7 +784,13 @@ async function plotView(
     const { data } = state;
     const { key, class: cls, type } = mark;
     const viewNode = selection.select(`#${key}`);
-    const shapeFunction = createMarkShapeFunction(mark, state, view, library);
+    const shapeFunction = createMarkShapeFunction(
+      mark,
+      state,
+      view,
+      library,
+      context,
+    );
     const enterFunction = createEnterFunction(mark, state, view, library);
     const updateFunction = createUpdateFunction(mark, state, view, library);
     const exitFunction = createExitFunction(mark, state, view, library);
@@ -1199,6 +1206,7 @@ function createMarkShapeFunction(
   state: G2MarkState,
   view: G2ViewDescriptor,
   library: G2Library,
+  context: G2Context,
 ): (
   data: Record<string, any>,
   index: number,
@@ -1236,7 +1244,7 @@ function createMarkShapeFunction(
       ...visualStyle,
       type: shapeName(mark, shape),
     });
-    return shapeFunction(points, value, coordinate, theme, point2d);
+    return shapeFunction(points, value, coordinate, theme, point2d, context);
   };
 }
 
diff --git a/src/runtime/types/component.ts b/src/runtime/types/component.ts
index ec5ceec6aa..b01e514746 100644
--- a/src/runtime/types/component.ts
+++ b/src/runtime/types/component.ts
@@ -14,7 +14,7 @@ import {
 import { DataComponent } from './data';
 import { Encode, EncodeComponent } from './encode';
 import { Mark, MarkComponent } from './mark';
-import { G2ViewTree, G2Library, G2Mark } from './options';
+import { G2ViewTree, G2Library, G2Mark, G2Context } from './options';
 import { Transform, TransformComponent } from './transform';
 
 export type G2ComponentNamespaces =
@@ -145,6 +145,7 @@ export type Shape = (
   coordinate: Coordinate,
   theme: G2Theme,
   point2d?: Vector2[][],
+  context?: G2Context,
 ) => DisplayObject;
 export type ShapeProps = {
   defaultMarker?: string;
diff --git a/src/runtime/types/options.ts b/src/runtime/types/options.ts
index 6098a80acb..8bd20cafe4 100644
--- a/src/runtime/types/options.ts
+++ b/src/runtime/types/options.ts
@@ -57,6 +57,11 @@ export type G2Context = {
   group?: DisplayObject;
   animations?: GAnimation[];
   views?: G2ViewDescriptor[];
+  /**
+   * Tell G2 how to create a canvas-like element, some marks will use it later such as wordcloud & heatmap.
+   * Use `document.createElement('canvas')` instead if not provided.
+   */
+  createCanvas?: () => HTMLCanvasElement;
 };
 
 export type G2View = {
diff --git a/src/shape/heatmap/heatmap.ts b/src/shape/heatmap/heatmap.ts
index 6111fedc17..25555a585c 100644
--- a/src/shape/heatmap/heatmap.ts
+++ b/src/shape/heatmap/heatmap.ts
@@ -2,7 +2,7 @@ import { max as d3max, min as d3min } from 'd3-array';
 import { Image as GImage } from '@antv/g';
 import { applyStyle, getShapeTheme } from '../utils';
 import { select } from '../../utils/selection';
-import { ShapeComponent as SC, Vector2 } from '../../runtime';
+import { ShapeComponent as SC } from '../../runtime';
 import { HeatmapRenderer } from './renderer';
 import type { HeatmapRendererOptions } from './renderer/types';
 
@@ -10,8 +10,8 @@ export type HeatmapOptions = HeatmapRendererOptions;
 
 export const Heatmap: SC<HeatmapOptions> = (options) => {
   const { ...style } = options;
-  return (points: number[][], value, coordinate, theme) => {
-    const { mark, shape, defaultShape, color, transform } = value;
+  return (points: number[][], value, coordinate, theme, _, context) => {
+    const { mark, shape, defaultShape, transform } = value;
     const {
       defaultColor,
       fill = defaultColor,
@@ -29,7 +29,16 @@ export const Heatmap: SC<HeatmapOptions> = (options) => {
     const min = d3min(points, (p) => p[2]);
     const max = d3max(points, (p) => p[2]);
 
-    const ctx = HeatmapRenderer(width, height, min, max, data, { ...style });
+    const { createCanvas } = context;
+    const ctx = HeatmapRenderer(
+      width,
+      height,
+      min,
+      max,
+      data,
+      { ...style },
+      createCanvas,
+    );
 
     return select(new GImage())
       .call(applyStyle, shapeTheme)
diff --git a/src/shape/heatmap/renderer/index.ts b/src/shape/heatmap/renderer/index.ts
index dcfb8fc9dc..b0420c700a 100644
--- a/src/shape/heatmap/renderer/index.ts
+++ b/src/shape/heatmap/renderer/index.ts
@@ -6,8 +6,14 @@ import { HeatmapRendererData, HeatmapRendererOptions } from './types';
  * @param blurFactor
  * @returns
  */
-function getPointTemplate(radius: number, blurFactor: number) {
-  const tplCanvas = document.createElement('canvas');
+function getPointTemplate(
+  radius: number,
+  blurFactor: number,
+  createCanvas?: () => HTMLCanvasElement,
+) {
+  const tplCanvas = createCanvas
+    ? createCanvas()
+    : document.createElement('canvas');
   const tplCtx = tplCanvas.getContext('2d');
   const x = radius;
   const y = radius;
@@ -67,6 +73,7 @@ function drawAlpha(
   max: number,
   data: HeatmapRendererData[],
   options: HeatmapRendererOptions,
+  createCanvas?: () => HTMLCanvasElement,
 ) {
   const { blur } = options;
   let len = data.length;
@@ -78,7 +85,7 @@ function drawAlpha(
     const rectY = y - radius;
 
     // TODO: cache for performance.
-    const tpl = getPointTemplate(radius, blur);
+    const tpl = getPointTemplate(radius, blur, createCanvas);
     // Value from minimum / value range, => [0, 1].
     const templateAlpha = (value - min) / (max - min);
     // Small values are not visible because globalAlpha < .01 cannot be read from imageData.
@@ -139,6 +146,7 @@ export function HeatmapRenderer(
   max: number,
   data: HeatmapRendererData[],
   options: HeatmapRendererOptions,
+  createCanvas?: () => HTMLCanvasElement,
 ) {
   const opts = {
     blur: 0.5,
@@ -154,15 +162,19 @@ export function HeatmapRenderer(
     minOpacity: (options.opacity || 0) * 255,
   };
 
-  const canvas = document.createElement('canvas');
-  const shadowCanvas = document.createElement('canvas');
+  const canvas = createCanvas
+    ? createCanvas()
+    : document.createElement('canvas');
+  const shadowCanvas = createCanvas
+    ? createCanvas()
+    : document.createElement('canvas');
 
   const ctx = canvas.getContext('2d');
   const shadowCtx = shadowCanvas.getContext('2d');
 
   const palette = getColorPalette(opts.gradient);
 
-  drawAlpha(shadowCtx, min, max, data, opts);
+  drawAlpha(shadowCtx, min, max, data, opts, createCanvas);
   const img = colorize(shadowCtx, width, height, palette, opts);
 
   ctx.putImageData(img, 0, 0);