fix: Optimize monotone interpolator by precomputing segment constants (#9111)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

src/components/curve/curveUtils.ts

@@ -51,6 +51,17 @@ export function createMonotoneInterpolator(
     }
   }
 
+  const segCount = n - 1
+  const segDx = new Float64Array(segCount)
+  const segM0dx = new Float64Array(segCount)
+  const segM1dx = new Float64Array(segCount)
+  for (let i = 0; i < segCount; i++) {
+    const dx = xs[i + 1] - xs[i]
+    segDx[i] = dx
+    segM0dx[i] = slopes[i] * dx
+    segM1dx[i] = slopes[i + 1] * dx
+  }
+
   return (x: number): number => {
     if (x <= xs[0]) return ys[0]
     if (x >= xs[n - 1]) return ys[n - 1]
@@ -63,7 +74,7 @@ export function createMonotoneInterpolator(
       else hi = mid
     }
 
-    const dx = xs[hi] - xs[lo]
+    const dx = segDx[lo]
     if (dx === 0) return ys[lo]
 
     const t = (x - xs[lo]) / dx
@@ -75,12 +86,7 @@ export function createMonotoneInterpolator(
     const h01 = -2 * t3 + 3 * t2
     const h11 = t3 - t2
 
-    return (
-      h00 * ys[lo] +
-      h10 * dx * slopes[lo] +
-      h01 * ys[hi] +
-      h11 * dx * slopes[hi]
-    )
+    return h00 * ys[lo] + h10 * segM0dx[lo] + h01 * ys[hi] + h11 * segM1dx[lo]
   }
 }
 

src/composables/useCoreCommands.ts

@@ -905,6 +905,14 @@ export function useCoreCommands(): ComfyCommand[] {
         app.canvas.pasteFromClipboard()
       }
     },
+    {
+      id: 'Comfy.Canvas.PasteFromClipboardWithConnect',
+      icon: 'icon-[lucide--clipboard-paste]',
+      label: () => t('Paste with Connect'),
+      function: () => {
+        app.canvas.pasteFromClipboard({ connectInputs: true })
+      }
+    },
     {
       id: 'Comfy.Canvas.SelectAll',
       icon: 'icon-[lucide--lasso-select]',
@@ -919,6 +927,12 @@ export function useCoreCommands(): ComfyCommand[] {
       label: 'Delete Selected Items',
       versionAdded: '1.10.5',
       function: () => {
+        if (app.canvas.selectedItems.size === 0) {
+          app.canvas.canvas.dispatchEvent(
+            new CustomEvent('litegraph:no-items-selected', { bubbles: true })
+          )
+          return
+        }
         app.canvas.deleteSelected()
         app.canvas.setDirty(true, true)
       }

src/composables/useWorkflowActionsMenu.ts

@@ -189,11 +189,10 @@ export function useWorkflowActionsMenu(
 
     addItem({
       id: 'share',
-      label: t('menuLabels.Share'),
+      label: t('breadcrumbsMenu.share'),
       icon: 'icon-[comfy--send]',
       command: async () => {},
-      disabled: true,
-      visible: isRoot
+      visible: false
     })
 
     addItem({

src/lib/litegraph/src/LGraphCanvas.ts

@@ -3791,13 +3791,6 @@ export class LGraphCanvas implements CustomEventDispatcher<LGraphCanvasEventMap>
     return
   }
 
-  private _noItemsSelected(): void {
-    const event = new CustomEvent('litegraph:no-items-selected', {
-      bubbles: true
-    })
-    this.canvas.dispatchEvent(event)
-  }
-
   /**
    * process a key event
    */
@@ -3842,31 +3835,6 @@ export class LGraphCanvas implements CustomEventDispatcher<LGraphCanvasEventMap>
         this.node_panel?.close()
         this.options_panel?.close()
         if (this.node_panel || this.options_panel) block_default = true
-      } else if (e.keyCode === 65 && e.ctrlKey) {
-        // select all Control A
-        this.selectItems()
-        block_default = true
-      } else if (e.keyCode === 67 && (e.metaKey || e.ctrlKey) && !e.shiftKey) {
-        // copy
-        if (this.selected_nodes) {
-          this.copyToClipboard()
-          block_default = true
-        }
-      } else if (e.keyCode === 86 && (e.metaKey || e.ctrlKey)) {
-        // paste
-        this.pasteFromClipboard({ connectInputs: e.shiftKey })
-      } else if (e.key === 'Delete' || e.key === 'Backspace') {
-        // delete or backspace
-        // @ts-expect-error EventTarget.localName is not in standard types
-        if (e.target.localName != 'input' && e.target.localName != 'textarea') {
-          if (this.selectedItems.size === 0) {
-            this._noItemsSelected()
-            return
-          }
-
-          this.deleteSelected()
-          block_default = true
-        }
       }
 
       // TODO

src/locales/en/main.json

@@ -1262,6 +1262,7 @@
     "Move Selected Nodes Right": "Move Selected Nodes Right",
     "Move Selected Nodes Up": "Move Selected Nodes Up",
     "Paste": "Paste",
+    "Paste with Connect": "Paste with Connect",
     "Reset View": "Reset View",
     "Resize Selected Nodes": "Resize Selected Nodes",
     "Select All": "Select All",
@@ -2603,7 +2604,8 @@
     "deleteWorkflow": "Delete Workflow",
     "deleteBlueprint": "Delete Blueprint",
     "enterNewName": "Enter new name",
-    "missingNodesWarning": "Workflow contains unsupported nodes (highlighted red)."
+    "missingNodesWarning": "Workflow contains unsupported nodes (highlighted red).",
+    "share": "Share"
   },
   "shortcuts": {
     "shortcuts": "Shortcuts",

src/platform/keybindings/defaults.ts

@@ -208,5 +208,52 @@ export const CORE_KEYBINDINGS: Keybinding[] = [
       key: 'Escape'
     },
     commandId: 'Comfy.Graph.ExitSubgraph'
+  },
+  {
+    combo: {
+      ctrl: true,
+      key: 'a'
+    },
+    commandId: 'Comfy.Canvas.SelectAll',
+    targetElementId: 'graph-canvas-container'
+  },
+  {
+    combo: {
+      ctrl: true,
+      key: 'c'
+    },
+    commandId: 'Comfy.Canvas.CopySelected',
+    targetElementId: 'graph-canvas-container'
+  },
+  {
+    combo: {
+      ctrl: true,
+      key: 'v'
+    },
+    commandId: 'Comfy.Canvas.PasteFromClipboard',
+    targetElementId: 'graph-canvas-container'
+  },
+  {
+    combo: {
+      ctrl: true,
+      shift: true,
+      key: 'v'
+    },
+    commandId: 'Comfy.Canvas.PasteFromClipboardWithConnect',
+    targetElementId: 'graph-canvas-container'
+  },
+  {
+    combo: {
+      key: 'Delete'
+    },
+    commandId: 'Comfy.Canvas.DeleteSelectedItems',
+    targetElementId: 'graph-canvas-container'
+  },
+  {
+    combo: {
+      key: 'Backspace'
+    },
+    commandId: 'Comfy.Canvas.DeleteSelectedItems',
+    targetElementId: 'graph-canvas-container'
   }
 ]

src/platform/keybindings/keybindingService.forwarding.test.ts

@@ -1,22 +1,11 @@
 import { createTestingPinia } from '@pinia/testing'
 import { setActivePinia } from 'pinia'
-import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
 import { useKeybindingService } from '@/platform/keybindings/keybindingService'
-import { app } from '@/scripts/app'
 import { useCommandStore } from '@/stores/commandStore'
 import { useDialogStore } from '@/stores/dialogStore'
 
-vi.mock('@/scripts/app', () => {
-  return {
-    app: {
-      canvas: {
-        processKey: vi.fn()
-      }
-    }
-  }
-})
-
 vi.mock('@/platform/settings/settingStore', () => ({
   useSettingStore: vi.fn(() => ({
     get: vi.fn(() => [])
@@ -36,13 +25,15 @@ function createTestKeyboardEvent(
     ctrlKey?: boolean
     altKey?: boolean
     metaKey?: boolean
+    shiftKey?: boolean
   } = {}
 ): KeyboardEvent {
   const {
     target = document.body,
     ctrlKey = false,
     altKey = false,
-    metaKey = false
+    metaKey = false,
+    shiftKey = false
   } = options
 
   const event = new KeyboardEvent('keydown', {
@@ -50,6 +41,7 @@ function createTestKeyboardEvent(
     ctrlKey,
     altKey,
     metaKey,
+    shiftKey,
     bubbles: true,
     cancelable: true
   })
@@ -60,8 +52,10 @@ function createTestKeyboardEvent(
   return event
 }
 
-describe('keybindingService - Event Forwarding', () => {
+describe('keybindingService - Canvas Keybindings', () => {
   let keybindingService: ReturnType<typeof useKeybindingService>
+  let canvasContainer: HTMLDivElement
+  let canvasChild: HTMLCanvasElement
 
   beforeEach(() => {
     vi.clearAllMocks()
@@ -76,94 +70,156 @@ describe('keybindingService - Event Forwarding', () => {
       typeof useDialogStore
     >)
 
+    canvasContainer = document.createElement('div')
+    canvasContainer.id = 'graph-canvas-container'
+    canvasChild = document.createElement('canvas')
+    canvasContainer.appendChild(canvasChild)
+    document.body.appendChild(canvasContainer)
+
     keybindingService = useKeybindingService()
     keybindingService.registerCoreKeybindings()
   })
 
-  it('should forward Delete key to canvas when no keybinding exists', async () => {
-    const event = createTestKeyboardEvent('Delete')
+  afterEach(() => {
+    canvasContainer.remove()
+  })
+
+  it('should execute DeleteSelectedItems for Delete key on canvas', async () => {
+    const event = createTestKeyboardEvent('Delete', {
+      target: canvasChild
+    })
 
     await keybindingService.keybindHandler(event)
 
-    expect(vi.mocked(app.canvas.processKey)).toHaveBeenCalledWith(event)
-    expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.DeleteSelectedItems'
+    )
   })
 
-  it('should forward Backspace key to canvas when no keybinding exists', async () => {
-    const event = createTestKeyboardEvent('Backspace')
+  it('should execute DeleteSelectedItems for Backspace key on canvas', async () => {
+    const event = createTestKeyboardEvent('Backspace', {
+      target: canvasChild
+    })
 
     await keybindingService.keybindHandler(event)
 
-    expect(vi.mocked(app.canvas.processKey)).toHaveBeenCalledWith(event)
-    expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.DeleteSelectedItems'
+    )
   })
 
-  it('should not forward Delete key when typing in input field', async () => {
+  it('should not execute DeleteSelectedItems when typing in input field', async () => {
     const inputElement = document.createElement('input')
     const event = createTestKeyboardEvent('Delete', { target: inputElement })
 
     await keybindingService.keybindHandler(event)
 
-    expect(vi.mocked(app.canvas.processKey)).not.toHaveBeenCalled()
     expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
   })
 
-  it('should not forward Delete key when typing in textarea', async () => {
+  it('should not execute DeleteSelectedItems when typing in textarea', async () => {
     const textareaElement = document.createElement('textarea')
-    const event = createTestKeyboardEvent('Delete', { target: textareaElement })
+    const event = createTestKeyboardEvent('Delete', {
+      target: textareaElement
+    })
 
     await keybindingService.keybindHandler(event)
 
-    expect(vi.mocked(app.canvas.processKey)).not.toHaveBeenCalled()
     expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
   })
 
-  it('should not forward Delete key when canvas processKey is not available', async () => {
-    // Temporarily replace processKey with undefined - testing edge case
-    const originalProcessKey = vi.mocked(app.canvas).processKey
-    vi.mocked(app.canvas).processKey = undefined!
-
-    const event = createTestKeyboardEvent('Delete')
-
-    try {
-      await keybindingService.keybindHandler(event)
-      expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
-    } finally {
-      // Restore processKey for other tests
-      vi.mocked(app.canvas).processKey = originalProcessKey
-    }
-  })
-
-  it('should not forward Delete key when canvas is not available', async () => {
-    const originalCanvas = vi.mocked(app).canvas
-    vi.mocked(app).canvas = null!
-
-    const event = createTestKeyboardEvent('Delete')
-
-    try {
-      await keybindingService.keybindHandler(event)
-      expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
-    } finally {
-      // Restore canvas for other tests
-      vi.mocked(app).canvas = originalCanvas
-    }
-  })
-
-  it('should not forward non-canvas keys', async () => {
-    const event = createTestKeyboardEvent('Enter')
+  it('should execute SelectAll for Ctrl+A on canvas', async () => {
+    const event = createTestKeyboardEvent('a', {
+      ctrlKey: true,
+      target: canvasChild
+    })
 
     await keybindingService.keybindHandler(event)
 
-    expect(vi.mocked(app.canvas.processKey)).not.toHaveBeenCalled()
-    expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.SelectAll'
+    )
   })
 
-  it('should not forward when modifier keys are pressed', async () => {
-    const event = createTestKeyboardEvent('Delete', { ctrlKey: true })
+  it('should execute CopySelected for Ctrl+C on canvas', async () => {
+    const event = createTestKeyboardEvent('c', {
+      ctrlKey: true,
+      target: canvasChild
+    })
+
+    await keybindingService.keybindHandler(event)
+
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.CopySelected'
+    )
+  })
+
+  it('should execute PasteFromClipboard for Ctrl+V on canvas', async () => {
+    const event = createTestKeyboardEvent('v', {
+      ctrlKey: true,
+      target: canvasChild
+    })
+
+    await keybindingService.keybindHandler(event)
+
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.PasteFromClipboard'
+    )
+  })
+
+  it('should execute PasteFromClipboardWithConnect for Ctrl+Shift+V on canvas', async () => {
+    const event = createTestKeyboardEvent('v', {
+      ctrlKey: true,
+      shiftKey: true,
+      target: canvasChild
+    })
+
+    await keybindingService.keybindHandler(event)
+
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.PasteFromClipboardWithConnect'
+    )
+  })
+
+  it('should execute graph-canvas bindings by normalizing to graph-canvas-container', async () => {
+    const event = createTestKeyboardEvent('=', {
+      altKey: true,
+      target: canvasChild
+    })
+
+    await keybindingService.keybindHandler(event)
+
+    expect(vi.mocked(useCommandStore().execute)).toHaveBeenCalledWith(
+      'Comfy.Canvas.ZoomIn'
+    )
+  })
+
+  it('should not execute graph-canvas bindings when target is outside canvas', async () => {
+    const outsideDiv = document.createElement('div')
+    document.body.appendChild(outsideDiv)
+
+    const event = createTestKeyboardEvent('=', {
+      altKey: true,
+      target: outsideDiv
+    })
 
     await keybindingService.keybindHandler(event)
 
-    expect(vi.mocked(app.canvas.processKey)).not.toHaveBeenCalled()
     expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
+    outsideDiv.remove()
+  })
+
+  it('should not execute canvas commands when target is outside canvas container', async () => {
+    const outsideDiv = document.createElement('div')
+    document.body.appendChild(outsideDiv)
+
+    const event = createTestKeyboardEvent('Delete', {
+      target: outsideDiv
+    })
+
+    await keybindingService.keybindHandler(event)
+
+    expect(vi.mocked(useCommandStore().execute)).not.toHaveBeenCalled()
+    outsideDiv.remove()
   })
 })

src/platform/keybindings/keybindingService.ts

@@ -1,6 +1,5 @@
 import { isCloud } from '@/platform/distribution/types'
 import { useSettingStore } from '@/platform/settings/settingStore'
-import { app } from '@/scripts/app'
 import { useCommandStore } from '@/stores/commandStore'
 import { useDialogStore } from '@/stores/dialogStore'
 
@@ -15,16 +14,6 @@ export function useKeybindingService() {
   const settingStore = useSettingStore()
   const dialogStore = useDialogStore()
 
-  function shouldForwardToCanvas(event: KeyboardEvent): boolean {
-    if (event.ctrlKey || event.altKey || event.metaKey) {
-      return false
-    }
-
-    const canvasKeys = ['Delete', 'Backspace']
-
-    return canvasKeys.includes(event.key)
-  }
-
   async function keybindHandler(event: KeyboardEvent) {
     const keyCombo = KeyComboImpl.fromEvent(event)
     if (keyCombo.isModifier) {
@@ -44,7 +33,17 @@ export function useKeybindingService() {
     }
 
     const keybinding = keybindingStore.getKeybinding(keyCombo)
-    if (keybinding && keybinding.targetElementId !== 'graph-canvas') {
+    if (keybinding) {
+      const targetElementId =
+        keybinding.targetElementId === 'graph-canvas'
+          ? 'graph-canvas-container'
+          : keybinding.targetElementId
+      if (targetElementId) {
+        const container = document.getElementById(targetElementId)
+        if (!container?.contains(target)) {
+          return
+        }
+      }
       if (
         event.key === 'Escape' &&
         !event.ctrlKey &&
@@ -74,18 +73,6 @@ export function useKeybindingService() {
       return
     }
 
-    if (!keybinding && shouldForwardToCanvas(event)) {
-      const canvas = app.canvas
-      if (
-        canvas &&
-        canvas.processKey &&
-        typeof canvas.processKey === 'function'
-      ) {
-        canvas.processKey(event)
-        return
-      }
-    }
-
     if (event.ctrlKey || event.altKey || event.metaKey) {
       return
     }

src/scripts/app.ts

@@ -676,20 +676,6 @@ export class ComfyApp {
           e.stopImmediatePropagation()
           return
         }
-
-        // Ctrl+C Copy
-        if (e.key === 'c' && (e.metaKey || e.ctrlKey)) {
-          return
-        }
-
-        // Ctrl+V Paste
-        if (
-          (e.key === 'v' || e.key == 'V') &&
-          (e.metaKey || e.ctrlKey) &&
-          !e.shiftKey
-        ) {
-          return
-        }
       }
 
       // Fall through to Litegraph defaults

src/stores/nodeOutputStore.test.ts

@@ -7,11 +7,18 @@ import { LiteGraph } from '@/lib/litegraph/src/litegraph'
 import type { ExecutedWsMessage } from '@/schemas/apiSchema'
 import { app } from '@/scripts/app'
 import { useNodeOutputStore } from '@/stores/nodeOutputStore'
+import * as litegraphUtil from '@/utils/litegraphUtil'
+
+vi.mock('@/utils/litegraphUtil', () => ({
+  isAnimatedOutput: vi.fn(),
+  isVideoNode: vi.fn()
+}))
 
 const mockGetNodeById = vi.fn()
 
 vi.mock('@/scripts/app', () => ({
   app: {
+    getPreviewFormatParam: vi.fn(() => '&format=test_webp'),
     rootGraph: {
       getNodeById: (...args: unknown[]) => mockGetNodeById(...args)
     },
@@ -144,6 +151,76 @@ describe('nodeOutputStore restoreOutputs', () => {
   })
 })
 
+describe('nodeOutputStore getPreviewParam', () => {
+  beforeEach(() => {
+    setActivePinia(createTestingPinia({ stubActions: false }))
+    vi.clearAllMocks()
+    vi.mocked(litegraphUtil.isAnimatedOutput).mockReturnValue(false)
+    vi.mocked(litegraphUtil.isVideoNode).mockReturnValue(false)
+  })
+
+  it('should return empty string if output is animated', () => {
+    const store = useNodeOutputStore()
+    vi.mocked(litegraphUtil.isAnimatedOutput).mockReturnValue(true)
+    const node = createMockNode()
+    const outputs = createMockOutputs([{ filename: 'img.png' }])
+    expect(store.getPreviewParam(node, outputs)).toBe('')
+    expect(vi.mocked(app).getPreviewFormatParam).not.toHaveBeenCalled()
+  })
+
+  it('should return empty string if isVideoNode returns true', () => {
+    const store = useNodeOutputStore()
+    vi.mocked(litegraphUtil.isVideoNode).mockReturnValue(true)
+    const node = createMockNode()
+    const outputs = createMockOutputs([{ filename: 'img.png' }])
+    expect(store.getPreviewParam(node, outputs)).toBe('')
+    expect(vi.mocked(app).getPreviewFormatParam).not.toHaveBeenCalled()
+  })
+
+  it('should return empty string if outputs.images is undefined', () => {
+    const store = useNodeOutputStore()
+    const node = createMockNode()
+    const outputs: ExecutedWsMessage['output'] = {}
+    expect(store.getPreviewParam(node, outputs)).toBe('')
+    expect(vi.mocked(app).getPreviewFormatParam).not.toHaveBeenCalled()
+  })
+
+  it('should return empty string if outputs.images is empty', () => {
+    const store = useNodeOutputStore()
+    const node = createMockNode()
+    const outputs = createMockOutputs([])
+    expect(store.getPreviewParam(node, outputs)).toBe('')
+    expect(vi.mocked(app).getPreviewFormatParam).not.toHaveBeenCalled()
+  })
+
+  it('should return empty string if outputs.images contains SVG images', () => {
+    const store = useNodeOutputStore()
+    const node = createMockNode()
+    const outputs = createMockOutputs([{ filename: 'img.svg' }])
+    expect(store.getPreviewParam(node, outputs)).toBe('')
+    expect(vi.mocked(app).getPreviewFormatParam).not.toHaveBeenCalled()
+  })
+
+  it('should return format param for standard image outputs', () => {
+    const store = useNodeOutputStore()
+    const node = createMockNode()
+    const outputs = createMockOutputs([{ filename: 'img.png' }])
+    expect(store.getPreviewParam(node, outputs)).toBe('&format=test_webp')
+    expect(vi.mocked(app).getPreviewFormatParam).toHaveBeenCalledTimes(1)
+  })
+
+  it('should return format param for multiple standard images', () => {
+    const store = useNodeOutputStore()
+    const node = createMockNode()
+    const outputs = createMockOutputs([
+      { filename: 'img1.png' },
+      { filename: 'img2.jpg' }
+    ])
+    expect(store.getPreviewParam(node, outputs)).toBe('&format=test_webp')
+    expect(vi.mocked(app).getPreviewFormatParam).toHaveBeenCalledTimes(1)
+  })
+})
+
 describe('nodeOutputStore syncLegacyNodeImgs', () => {
   beforeEach(() => {
     setActivePinia(createTestingPinia({ stubActions: false }))

src/stores/nodeOutputStore.ts

@@ -11,8 +11,6 @@ import type {
   ResultItemType
 } from '@/schemas/apiSchema'
 import { appendCloudResParam } from '@/platform/distribution/cloudPreviewUtil'
-import { isCloud } from '@/platform/distribution/types'
-import { useSettingStore } from '@/platform/settings/settingStore'
 import { api } from '@/scripts/api'
 import { app } from '@/scripts/app'
 import { clone } from '@/scripts/utils'
@@ -99,6 +97,20 @@ export const useNodeOutputStore = defineStore('nodeOutput', () => {
     return true
   }
 
+  /**
+   * Get the preview param for the node's outputs.
+   *
+   * If the output is an image, use the user's preferred format (from settings).
+   * For non-image outputs, return an empty string, as including the preview param
+   * will force the server to load the output file as an image.
+   */
+  function getPreviewParam(
+    node: LGraphNode,
+    outputs: ExecutedWsMessage['output']
+  ): string {
+    return isImageOutputs(node, outputs) ? app.getPreviewFormatParam() : ''
+  }
+
   function getNodeImageUrls(node: LGraphNode): string[] | undefined {
     const previews = getNodePreviews(node)
     if (previews?.length) return previews
@@ -106,17 +118,14 @@ export const useNodeOutputStore = defineStore('nodeOutput', () => {
     const outputs = getNodeOutputs(node)
     if (!outputs?.images?.length) return
 
+    const rand = app.getRandParam()
+    const previewParam = getPreviewParam(node, outputs)
     const isImage = isImageOutputs(node, outputs)
 
     return outputs.images.map((image) => {
       const params = new URLSearchParams(image)
-      if (isImage) {
-        appendCloudResParam(params, image.filename)
-        const previewFormat = useSettingStore().get('Comfy.PreviewFormat')
-        if (previewFormat) params.set('preview', previewFormat)
-      }
-      if (!isCloud) params.set('rand', String(Math.random()))
-      return api.apiURL(`/view?${params}`)
+      if (isImage) appendCloudResParam(params, image.filename)
+      return api.apiURL(`/view?${params}${previewParam}${rand}`)
     })
   }
 
@@ -434,6 +443,8 @@ export const useNodeOutputStore = defineStore('nodeOutput', () => {
     getNodeOutputs,
     getNodeImageUrls,
     getNodePreviews,
+    getPreviewParam,
+
     // Setters
     setNodeOutputs,
     setNodeOutputsByExecutionId,