1.2.63 (#955)

* Resolves #926 group node bookmark

* Remove expect outside scope of test

* Update unit tests

* Update group node manager path separators

* Update group node path sepator in fixture

.env_example

@@ -7,10 +7,13 @@ PLAYWRIGHT_TEST_URL=http://localhost:5173
 DEV_SERVER_COMFYUI_URL=http://127.0.0.1:8188
 
 # The target ComfyUI checkout directory to deploy the frontend code to.
-# The dist directory will be copied to {DEPLOY_COMFY_UI_DIR}/custom_web_versions/main/dev
-# Add `--front-end-root {DEPLOY_COMFY_UI_DIR}/custom_web_versions/main/dev`
+# The dist directory will be copied to {DEPLOY_COMFYUI_DIR}/custom_web_versions/main/dev
+# Add `--front-end-root {DEPLOY_COMFYUI_DIR}/custom_web_versions/main/dev`
 # to ComfyUI launch script to serve the custom web version.
 DEPLOY_COMFYUI_DIR=/home/ComfyUI/web
 
 # The directory containing the ComfyUI_examples repo used to extract test workflows.
-EXAMPLE_REPO_PATH=tests-ui/ComfyUI_examples
+EXAMPLE_REPO_PATH=tests-ui/ComfyUI_examples
+
+# Whether to enable minification of the frontend code.
+ENABLE_MINIFY=true

.gitattributes

@@ -0,0 +1,7 @@
+# Default
+* text=auto
+
+# Force TS to LF to make the unixy scripts not break on Windows
+*.ts text eol=lf
+*.vue text eol=lf
+*.js text eol=lf

.github/ISSUE_TEMPLATE/bug-report.yaml

@@ -0,0 +1,72 @@
+name: Bug Report
+description: "Something is not behaving as expected."
+title: "[Bug]: "
+labels: ['Potential Bug']
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Before submitting a **Bug Report**, please ensure the following:
+
+        - **1:** You are running the latest version of ComfyUI.
+        - **2:** You have looked at the existing bug reports and made sure this isn't already reported.
+        - **3:** You confirmed that the bug is not caused by a custom node. You can disable all custom nodes by passing
+        `--disable-all-custom-nodes` command line argument.
+
+  - type: textarea
+    attributes:
+      label: Frontend Version
+      description: 'What is the frontend version you are using? You can check this in the settings dialog'
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: Expected Behavior
+      description: 'What you expected to happen.'
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: Actual Behavior
+      description: 'What actually happened. Please include a screenshot / video clip of the issue if possible.'
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: Steps to Reproduce
+      description: "Describe how to reproduce the issue. Please be sure to attach a workflow JSON or PNG, ideally one that doesn't require custom nodes to test. If the bug open happens when certain custom nodes are used, most likely that custom node is what has the bug rather than ComfyUI, in which case it should be reported to the node's author."
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: Debug Logs
+      description: 'Please copy the output from your terminal logs here.'
+      render: powershell
+    validations:
+      required: true
+  - type: textarea
+    attributes:
+      label: Browser Logs
+      description: 'Please copy the output from your browser logs here. You can access this by pressing F12 to toggle the developer tools, then navigating to the Console tab.'
+    validations:
+      required: true
+  - type: dropdown
+    id: browsers
+    attributes:
+      label: What browsers do you use to access the UI ?
+      multiple: true
+      options:
+        - Mozilla Firefox
+        - Google Chrome
+        - Brave
+        - Apple Safari
+        - Microsoft Edge
+        - Android
+        - iOS
+        - Other
+  - type: textarea
+    attributes:
+      label: Other
+      description: 'Any other additional information you think might be helpful.'
+    validations:
+      required: false

.github/ISSUE_TEMPLATE/feature-request.yaml

@@ -0,0 +1,40 @@
+name: Feature Request
+description: Suggest an idea for this project
+title: "[Feature Request]: "
+labels: ["enhancement"]
+
+body:
+  - type: checkboxes
+    attributes:
+      label: Is there an existing issue for this?
+      description: Please search to see if an issue already exists for the feature you want, and that it's not implemented in a recent build/commit.
+      options:
+        - label: I have searched the existing issues and checked the recent builds/commits
+          required: true
+  - type: markdown
+    attributes:
+      value: |
+        *Please fill this form with as much information as possible, provide screenshots and/or illustrations of the feature if possible*
+  - type: textarea
+    id: feature
+    attributes:
+      label: What would your feature do ?
+      description: Tell us about your feature in a very clear and simple way, and what problem it would solve
+    validations:
+      required: true
+  - type: textarea
+    id: workflow
+    attributes:
+      label: Proposed workflow
+      description: Please provide us with step by step information on how you'd like the feature to be accessed and used
+      value: |
+        1. Go to ....
+        2. Press ....
+        3. ...
+    validations:
+      required: true
+  - type: textarea
+    id: misc
+    attributes:
+      label: Additional information
+      description: Add any other context or screenshots about the feature request here.

.github/workflows/eslint.yaml

@@ -0,0 +1,20 @@
+name: ESLint
+
+on:
+  pull_request:
+    branches:
+      - main
+      - master
+      - 'dev*'
+
+jobs:
+  eslint:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+    - name: Use Node.js
+      uses: actions/setup-node@v3
+      with:
+        node-version: lts/*
+    - run: npm ci
+    - run: npm run lint

.github/workflows/format.yaml

@@ -0,0 +1,23 @@
+name: Prettier Check
+
+on:
+  pull_request:
+    branches: [ main, master, dev* ]
+
+jobs:
+  prettier:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Use Node.js
+      uses: actions/setup-node@v3
+      with:
+        node-version: lts/*
+
+    - name: Install dependencies
+      run: npm ci
+
+    - name: Run Prettier check
+      run: npx prettier --check './**/*.{js,ts,tsx,vue}'

.github/workflows/test-browser-exp.yaml

@@ -5,52 +5,15 @@ name: Update Playwright Expectations
 on:
   pull_request:
     types: [ labeled ]
-    branches: [ main, master ]
 
 jobs:
   test:
     runs-on: ubuntu-latest
     if: github.event.label.name == 'New Browser Test Expectations'
     steps:
-    - name: Checkout ComfyUI
-      uses: actions/checkout@v4
-      with:
-        repository: "comfyanonymous/ComfyUI"
-        path: "ComfyUI"
-        ref: master
-    - name: Checkout ComfyUI_frontend
-      uses: actions/checkout@v4
-      with:
-        repository: "huchenlei/ComfyUI_frontend"
-        path: "ComfyUI_frontend"
-        ref: ${{ github.head_ref }}
-    - uses: actions/setup-node@v3
-      with:
-        node-version: lts/*
-    - uses: actions/setup-python@v4
-      with:
-        python-version: '3.10'
-    - name: Install requirements
-      run: |
-        python -m pip install --upgrade pip
-        pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
-        pip install -r requirements.txt
-        pip install wait-for-it
-      working-directory: ComfyUI
-    - name: Build & Install ComfyUI_frontend
-      run: |
-        npm ci
-        npm run build
-        rm -rf ../ComfyUI/web/*
-        mv dist/* ../ComfyUI/web/
-      working-directory: ComfyUI_frontend
-    - name: Start ComfyUI server
-      run: |
-        python main.py --cpu &
-        wait-for-it --service 127.0.0.1:8188 -t 600
-      working-directory: ComfyUI
+    - uses: Comfy-Org/ComfyUI_frontend_setup_action@v1
     - name: Install Playwright Browsers
-      run: npx playwright install --with-deps
+      run: npx playwright install chromium --with-deps
       working-directory: ComfyUI_frontend
     - name: Run Playwright tests and update snapshots
       id: playwright-tests
@@ -72,6 +35,8 @@ jobs:
       run: |
         git config --global user.name 'github-actions'
         git config --global user.email 'github-actions@github.com'
+        git fetch origin ${{ github.head_ref }}
+        git checkout -B ${{ github.head_ref }} origin/${{ github.head_ref }}
         git add browser_tests
         git commit -m "Update test expectations [skip ci]"
         git push origin HEAD:${{ github.head_ref }}

.github/workflows/test-ui.yaml

@@ -2,80 +2,74 @@ name: Tests CI
 
 on:
   push:
-    branches: [ main, master ]
+    branches:
+      - main
+      - master
   pull_request:
-    branches: [ main, master ]
+    branches:
+      - main
+      - master
+      - 'dev*'
 
 jobs:
-  test:
+  jest-tests:
     runs-on: ubuntu-latest
     steps:
-    - name: Checkout ComfyUI
-      uses: actions/checkout@v4
-      with:
-        repository: "comfyanonymous/ComfyUI"
-        path: "ComfyUI"
-        ref: master
-    - name: Checkout ComfyUI_frontend
-      uses: actions/checkout@v4
-      with:
-        repository: "Comfy-Org/ComfyUI_frontend"
-        path: "ComfyUI_frontend"
-    - name: Get commit message
-      id: commit-message
-      run: echo "::set-output name=message::$(git log -1 --pretty=%B)"
-      working-directory: ComfyUI_frontend
-    - name: Checkout ComfyUI_examples
-      uses: actions/checkout@v4
-      with:
-        repository: "comfyanonymous/ComfyUI_examples"
-        path: "ComfyUI_frontend/tests-ui/ComfyUI_examples"
-        ref: master
-    - name: Skip CI
-      if: contains(steps.commit-message.outputs.message, '[skip ci]')
-      run: echo "Skipping CI as commit contains '[skip ci]'"
-      continue-on-error: true
-      working-directory: ComfyUI_frontend
-    - uses: actions/setup-node@v3
-      with:
-        node-version: lts/*
-    - uses: actions/setup-python@v4
-      with:
-        python-version: '3.10'
-    - name: Install requirements
-      run: |
-        python -m pip install --upgrade pip
-        pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
-        pip install -r requirements.txt
-        pip install wait-for-it
-      working-directory: ComfyUI
-    - name: Build & Install ComfyUI_frontend
-      run: |
-        npm ci
-        npm run build
-        rm -rf ../ComfyUI/web/*
-        mv dist/* ../ComfyUI/web/
-      working-directory: ComfyUI_frontend
-    - name: Start ComfyUI server
-      run: |
-        python main.py --cpu &
-        wait-for-it --service 127.0.0.1:8188 -t 600
-      working-directory: ComfyUI
-    - name: Run UI tests
+    - uses: Comfy-Org/ComfyUI_frontend_setup_action@v1
+    - name: Run Jest tests
       run: |
         npm run test:generate
         npm run test:generate:examples
         npm test -- --verbose
       working-directory: ComfyUI_frontend
+
+  playwright-tests-chromium:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: Comfy-Org/ComfyUI_frontend_setup_action@v1
     - name: Install Playwright Browsers
-      run: npx playwright install --with-deps
+      run: npx playwright install chromium --with-deps
       working-directory: ComfyUI_frontend
-    - name: Run Playwright tests
-      run: npx playwright test
+    - name: Run Playwright tests (Chromium)
+      run: npx playwright test --project=chromium
       working-directory: ComfyUI_frontend
     - uses: actions/upload-artifact@v4
       if: always()
       with:
-        name: playwright-report
+        name: playwright-report-chromium
+        path: ComfyUI_frontend/playwright-report/
+        retention-days: 30
+
+  playwright-tests-chromium-2x:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: Comfy-Org/ComfyUI_frontend_setup_action@v1
+    - name: Install Playwright Browsers
+      run: npx playwright install chromium --with-deps
+      working-directory: ComfyUI_frontend
+    - name: Run Playwright tests (Chromium 2x)
+      run: npx playwright test --project=chromium-2x
+      working-directory: ComfyUI_frontend
+    - uses: actions/upload-artifact@v4
+      if: always()
+      with:
+        name: playwright-report-chromium-2x
+        path: ComfyUI_frontend/playwright-report/
+        retention-days: 30
+
+  playwright-tests-mobile-chrome:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: Comfy-Org/ComfyUI_frontend_setup_action@v1
+    - name: Install Playwright Browsers
+      run: npx playwright install chromium --with-deps
+      working-directory: ComfyUI_frontend
+    - name: Run Playwright tests (Mobile Chrome)
+      run: npx playwright test --project=mobile-chrome
+      working-directory: ComfyUI_frontend
+    - uses: actions/upload-artifact@v4
+      if: always()
+      with:
+        name: playwright-report-mobile-chrome
         path: ComfyUI_frontend/playwright-report/
         retention-days: 30

.github/workflows/update-main.yaml

@@ -0,0 +1,53 @@
+name: Update Main Repo from PR
+
+on:
+  pull_request:
+    types: [labeled]
+
+jobs:
+  update-main-repo:
+    if: github.event.label.name == 'Update Main Repo'
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout frontend repo PR
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+          ref: ${{ github.event.pull_request.head.sha }}
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v3
+        with:
+          node-version: lts/*
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Build project
+        run: npm run build
+
+      - name: Checkout ComfyUI
+        uses: actions/checkout@v4
+        with:
+          repository: "comfyanonymous/ComfyUI"
+          path: ComfyUI
+          ref: master
+
+      - name: Copy compiled assets
+        run: |
+          rm -rf ./ComfyUI/web/*
+          cp -R dist/* ./ComfyUI/web/
+
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@v5
+        with:
+          token: ${{ secrets.PAT }}
+          commit-message: 'Update frontend assets from PR #${{ github.event.pull_request.number }}'
+          title: 'Update frontend assets from PR #${{ github.event.pull_request.number }}'
+          body: |
+            This PR updates the compiled frontend assets from PR #${{ github.event.pull_request.number }} in the frontend repo.
+
+            Frontend PR: ${{ github.event.pull_request.html_url }}
+          branch: update-frontend-assets-pr-${{ github.event.pull_request.number }}
+          base: main
+          path: ComfyUI

.github/workflows/vitest.yaml

@@ -0,0 +1,31 @@
+name: Vitest Tests
+
+on:
+  push:
+    branches:
+      - main
+      - master
+      - 'dev*'
+  pull_request:
+    branches:
+      - main
+      - master
+      - 'dev*'
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+
+    - name: Use Node.js
+      uses: actions/setup-node@v3
+      with:
+        node-version: lts/*
+
+    - name: Install dependencies
+      run: npm ci
+
+    - name: Run Vitest tests
+      run: npm run test:component

.gitignore

@@ -23,6 +23,7 @@ dist-ssr
 *.njsproj
 *.sln
 *.sw?
+components.d.ts
 
 # Ignore test data.
 tests-ui/data/*
@@ -34,6 +35,7 @@ tests-ui/workflows/examples
 /playwright-report/
 /blob-report/
 /playwright/.cache/
+browser_tests/*/*-win32.png
 
 .env
 

.prettierrc

@@ -1,4 +1,6 @@
 {
-  "semi": true,
-  "trailingComma": "es5"
+  "singleQuote": true,
+  "tabWidth": 2,
+  "semi": false,
+  "trailingComma": "none"
 }

README.md

@@ -1,47 +1,209 @@
+<div align="center">
+
 # ComfyUI_frontend
 
-Front-end of [ComfyUI](https://github.com/comfyanonymous/ComfyUI) modernized. This repo is fully compatible with the existing extension system.
+**Official front-end implementation of [ComfyUI](https://github.com/comfyanonymous/ComfyUI).**
 
-## How To Use
+[![Website][website-shield]][website-url]
+[![Discord][discord-shield]][discord-url]
+[![Matrix][matrix-shield]][matrix-url]
+<br>
+[![][github-release-shield]][github-release-link]
+[![][github-release-date-shield]][github-release-link]
+[![][github-downloads-shield]][github-downloads-link]
+[![][github-downloads-latest-shield]][github-downloads-link]
 
-Add command line argument `--front-end-version Comfy-Org/ComfyUI_frontend@latest` to your
-ComfyUI launch script.
 
-For Windows stand-alone build users, please edit the `run_cpu.bat` / `run_nvidia_gpu.bat` file as following
+[github-release-shield]: https://img.shields.io/github/v/release/Comfy-Org/ComfyUI_frontend?style=flat&sort=semver
+[github-release-link]: https://github.com/Comfy-Org/ComfyUI_frontend/releases
+[github-release-date-shield]: https://img.shields.io/github/release-date/Comfy-Org/ComfyUI_frontend?style=flat
+[github-downloads-shield]: https://img.shields.io/github/downloads/Comfy-Org/ComfyUI_frontend/total?style=flat
+[github-downloads-latest-shield]: https://img.shields.io/github/downloads/Comfy-Org/ComfyUI_frontend/latest/total?style=flat&label=downloads%40latest
+[github-downloads-link]: https://github.com/Comfy-Org/ComfyUI_frontend/releases
+[matrix-shield]: https://img.shields.io/badge/Matrix-000000?style=flat&logo=matrix&logoColor=white
+[matrix-url]: https://app.element.io/#/room/%23comfyui_space%3Amatrix.org
+[website-shield]: https://img.shields.io/badge/ComfyOrg-4285F4?style=flat
+[website-url]: https://www.comfy.org/
+[discord-shield]: https://img.shields.io/discord/1218270712402415686?style=flat&logo=discord&logoColor=white&label=Discord
+[discord-url]: https://www.comfy.org/discord
+
+</div>
+
+## Release Schedule
+
+### Nightly Release
+
+Nightly releases are published daily at [https://github.com/Comfy-Org/ComfyUI_frontend/releases](https://github.com/Comfy-Org/ComfyUI_frontend/releases). 
+
+To use the latest nightly release, add the following command line argument to your ComfyUI launch script:
+
+```
+--front-end-version Comfy-Org/ComfyUI_frontend@latest
+```
+
+#### For Windows Stand-alone Build Users
+
+Edit your `run_cpu.bat` or `run_nvidia_gpu.bat` file as follows:
 
 ```bat
 .\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build --front-end-version Comfy-Org/ComfyUI_frontend@latest
 pause
 ```
 
+### Stable Release
+
+Stable releases are published weekly in the ComfyUI main repository, aligned with ComfyUI backend's stable release schedule.
+
+#### Feature Freeze
+
+There will be a 2-day feature freeze before each stable release. During this period, no new major features will be merged.
+
+## Release Summary
+
+### Major features
+
+<details>
+  <summary>v1.2.4: Node library sidebar tab</summary>
+
+  #### Drag & Drop
+https://github.com/user-attachments/assets/853e20b7-bc0e-49c9-bbce-a2ba7566f92f
+
+  #### Filter
+https://github.com/user-attachments/assets/4bbca3ee-318f-4cf0-be32-a5a5541066cf
+</details>
+
+<details>
+  <summary>v1.2.0: Queue/History sidebar tab</summary>
+
+  https://github.com/user-attachments/assets/86e264fe-4d26-4f07-aa9a-83bdd2d02b8f
+</details>
+
+<details>
+  <summary>v1.1.0: Node search box</summary>
+
+  #### Fuzzy search & Node preview
+  ![image](https://github.com/user-attachments/assets/94733e32-ea4e-4a9c-b321-c1a05db48709)
+
+  #### Release link with shift
+  https://github.com/user-attachments/assets/a1b2b5c3-10d1-4256-b620-345de6858f25
+</details>
+
+### QoL changes
+
+<details>
+  <summary>v1.2.44: **Litegraph** Double click group title to edit</summary>
+
+https://github.com/user-attachments/assets/5bf0e2b6-8b3a-40a7-b44f-f0879e9ad26f
+
+</details>
+
+<details>
+  <summary>v1.2.39: **Litegraph** Group selected nodes with Ctrl + G</summary>
+
+https://github.com/user-attachments/assets/7805dc54-0854-4a28-8bcd-4b007fa01151
+
+</details>
+
+<details>
+  <summary>v1.2.38: **Litegraph** Double click node title to edit</summary>
+
+https://github.com/user-attachments/assets/d61d5d0e-f200-4153-b293-3e3f6a212b30
+
+</details>
+
+<details>
+  <summary>v1.2.7: **Litegraph** drags multiple links with shift pressed</summary>
+
+https://github.com/user-attachments/assets/68826715-bb55-4b2a-be6e-675cfc424afe
+
+https://github.com/user-attachments/assets/c142c43f-2fe9-4030-8196-b3bfd4c6977d
+
+</details>
+
+<details>
+  <summary>v1.2.2: **Litegraph** auto connects to correct slot</summary>
+
+  #### Before
+  https://github.com/user-attachments/assets/c253f778-82d5-4e6f-aec0-ea2ccf421651
+
+  #### After
+  https://github.com/user-attachments/assets/b6360ac0-f0d2-447c-9daa-8a2e20c0dc1d
+</details>
+
+<details>
+  <summary>v1.1.8: **Litegraph** hides text overflow on widget value</summary>
+
+  https://github.com/user-attachments/assets/5696a89d-4a47-4fcc-9e8c-71e1264943f2
+</details>
+
+### Node developers API
+<details>
+  <summary>v1.2.4: Extension API to register custom sidebar tab</summary>
+
+  Extensions now can call the following API to register a sidebar tab.
+
+```js
+  app.extensionManager.registerSidebarTab({
+    id: "search",
+    icon: "pi pi-search",
+    title: "search",
+    tooltip: "search",
+    type: "custom",
+    render: (el) => {
+      el.innerHTML = "<div>Custom search tab</div>";
+    },
+  });
+```
+
+The list of supported icons can be found here: <https://primevue.org/icons/#list>
+
+We will support custom icons later.
+
+![image](https://github.com/user-attachments/assets/7bff028a-bf91-4cab-bf97-55c243b3f5e0)
+</details>
+
+<details>
+  <summary>v1.2.27: Extension API to add toast message</summary>
+
+  Extensions can call the following API to add toast messages.
+
+```js
+  app.extensionManager.toast.add({
+    severity: 'info',
+    summary: 'Loaded!',
+    detail: 'Extension loaded!',
+    life: 3000
+  })
+```
+Documentation of all supported options can be found here: <https://primevue.org/toast/#api.toast.interfaces.ToastMessageOptions>
+
+![image](https://github.com/user-attachments/assets/de02cd7e-cd81-43d1-a0b0-bccef92ff487)
+</details>
+
 ## Road Map
 
 ### What has been done
 
 - Migrate all code to TypeScript with minimal change modification to the original logic.
-- Bundle all code with vite's rollup build.
+- Bundle all code with Vite's rollup build.
 - Added a shim layer to be backward compatible with the existing extension system. <https://github.com/huchenlei/ComfyUI_frontend/pull/15>
 - Front-end dev server.
 - Zod schema for input validation on ComfyUI workflow.
 - Make litegraph a npm dependency. <https://github.com/Comfy-Org/ComfyUI_frontend/pull/89>
 - Introduce Vue to start managing part of the UI.
-
-  - Starting with node search box revamp ![image](https://github.com/user-attachments/assets/ef6ce019-5194-4e55-9f1e-91440e473920)
-
 - Easy install and version management (<https://github.com/comfyanonymous/ComfyUI/pull/3897>).
+- Better node management. Sherlock <https://github.com/Nuked88/ComfyUI-N-Sidebar>.
+- Replace the existing ComfyUI front-end implementation. <https://github.com/comfyanonymous/ComfyUI/pull/4379>
 
 
 ### What to be done
 
-- Replace the existing ComfyUI front-end impl
 - Remove `@ts-ignore`s.
 - Turn on `strict` on `tsconfig.json`.
-- Introduce a UI library to add more widget types for node developers.
+- Add more widget types for node developers.
 - LLM streaming node.
 - Linear mode (Similar to InvokeAI's linear mode).
-- Better node management. Sherlock https://github.com/Nuked88/ComfyUI-N-Sidebar.
 - Keybinding settings management. Register keybindings API for custom nodes.
-- New extensions API for adding UI-related features.
 
 ## Development
 
@@ -67,11 +229,26 @@ core extensions will be loaded.
 - `npm run test:generate:examples` to extract the example workflows
 - `npm run test` to execute all unit tests.
 
+### LiteGraph
+
+This repo is using litegraph package hosted on <https://github.com/Comfy-Org/litegraph.js>. Any changes to litegraph should be submitted in that repo instead.
+
+### Test litegraph changes
+
+- Run `npm link` in the local litegraph repo.
+- Run `npm uninstall @comfyorg/litegraph` in this repo.
+- Run `npm link @comfyorg/litegraph` in this repo.
+
+This will replace the litegraph package in this repo with the local litegraph repo.
+
 ## Deploy
 
 - Option 1: Set `DEPLOY_COMFYUI_DIR` in `.env` and run `npm run deploy`.
 - Option 2: Copy everything under `dist/` to `ComfyUI/web/` in your ComfyUI checkout manually.
 
-## Breaking changes
+## Publish release to ComfyUI main repo
 
-- api.api_url now adds a prefix `api/` to every url going through the method. If the custom node registers a new api endpoint but does not offer the `api/` prefixed alt endpoint, it will have issue. Luckily there aren't many extensions that do that. We can perform an audit before launching to resolve this issue.
+Run following command to publish a release to ComfyUI main repo. The script will create a new branch and do a commit to `web/` folder by checkout `dist.zip`
+from GitHub release.
+
+- `python scripts/main_repo_release.py <path_to_comfyui_main_repo> <version>`

babel.config.json

@@ -3,13 +3,6 @@
 		"@babel/preset-env"
 	],
 	"plugins": [
-		"babel-plugin-transform-import-meta",
-		[
-			"transform-rename-import",
-			{
-				"original": "^(.+?)\\.js$",
-				"replacement": "$1"
-			}
-		]
+		"babel-plugin-transform-import-meta"
 	]
 }

browser_tests/README.md

@@ -0,0 +1,49 @@
+# Playwright Testing for ComfyUI_frontend
+
+This document outlines the setup and usage of Playwright for testing the ComfyUI_frontend project.
+
+## WARNING
+
+The browser tests will change the ComfyUI backend state, such as user settings and saved workflows.
+Please backup your ComfyUI data before running the tests locally.
+
+## Setup
+
+Clone <https://github.com/Comfy-Org/ComfyUI_devtools> to your `custom_nodes` directory.
+ComfyUI_devtools adds additional API endpoints and nodes to ComfyUI for browser testing.
+
+Ensure you have Node.js v20 or later installed. Then, set up the Chromium test driver:
+
+```bash
+npx playwright install chromium --with-deps
+```
+
+## Running Tests
+
+There are two ways to run the tests:
+
+1. **Headless mode with report generation:**
+   ```bash
+   npx playwright test
+   ```
+   This runs all tests without a visible browser and generates a comprehensive test report.
+
+2. **UI mode for interactive testing:**
+   ```bash
+   npx playwright test --ui
+   ```
+   This opens a user interface where you can select specific tests to run and inspect the test execution timeline.
+
+   ![Playwright UI Mode](https://github.com/user-attachments/assets/6a1ebef0-90eb-4157-8694-f5ee94d03755)
+
+## Screenshot Expectations
+
+Due to variations in system font rendering, screenshot expectations are platform-specific. Please note:
+
+- We maintain Linux screenshot expectations as our GitHub Action runner operates in a Linux environment.
+- To set new test expectations:
+  1. Create a pull request from a `Comfy-Org/ComfyUI_frontend` branch.
+  2. Add the `New Browser Test Expectation` tag to your pull request.
+  3. This will trigger a GitHub action to update the screenshot expectations automatically.
+
+> **Note:** If you're making a pull request from a forked repository, the GitHub action won't be able to commit updated screenshot expectations directly to your PR branch.

browser_tests/assets/batch_move_links.json

@@ -0,0 +1,193 @@
+{
+  "last_node_id": 10,
+  "last_link_id": 9,
+  "nodes": [
+    {
+      "id": 4,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        0,
+        92
+      ],
+      "size": {
+        "0": 315,
+        "1": 98
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [],
+          "slot_index": 0
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            3,
+            5
+          ],
+          "slot_index": 1
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [],
+          "slot_index": 2
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": [
+        "3Guofeng3_v32Light.safetensors"
+      ]
+    },
+    {
+      "id": 6,
+      "type": "CLIPTextEncode",
+      "pos": [
+        460,
+        92
+      ],
+      "size": {
+        "0": 422.84503173828125,
+        "1": 164.31304931640625
+      },
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ]
+    },
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [
+        460,
+        368
+      ],
+      "size": {
+        "0": 425.27801513671875,
+        "1": 180.6060791015625
+      },
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "text, watermark"
+      ]
+    },
+    {
+      "id": 10,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        0,
+        276
+      ],
+      "size": {
+        "0": 315,
+        "1": 98
+      },
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [],
+          "slot_index": 0
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [],
+          "slot_index": 1
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [],
+          "slot_index": 2
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": [
+        "3Guofeng3_v32Light.safetensors"
+      ]
+    }
+  ],
+  "links": [
+    [
+      3,
+      4,
+      1,
+      6,
+      0,
+      "CLIP"
+    ],
+    [
+      5,
+      4,
+      1,
+      7,
+      0,
+      "CLIP"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/every_node_color.json

@@ -0,0 +1,504 @@
+{
+  "last_node_id": 13,
+  "last_link_id": 9,
+  "nodes": [
+    {
+      "id": 3,
+      "type": "KSampler",
+      "pos": {
+        "0": 863,
+        "1": 186
+      },
+      "size": {
+        "0": 315,
+        "1": 262
+      },
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 1
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 4
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 6
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 2
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            7
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
+        156680208700286,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 4,
+      "type": "CheckpointLoaderSimple",
+      "pos": {
+        "0": 36,
+        "1": 172
+      },
+      "size": {
+        "0": 315,
+        "1": 98
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            1
+          ],
+          "slot_index": 0
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            3,
+            5
+          ],
+          "slot_index": 1
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            8
+          ],
+          "slot_index": 2
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": [
+        "Stable-diffusion/v1-5-pruned-emaonly.safetensors"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 5,
+      "type": "EmptyLatentImage",
+      "pos": {
+        "0": 473,
+        "1": 609
+      },
+      "size": {
+        "0": 315,
+        "1": 106
+      },
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            2
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "EmptyLatentImage"
+      },
+      "widgets_values": [
+        512,
+        512,
+        1
+      ],
+      "color": "#323",
+      "bgcolor": "#535"
+    },
+    {
+      "id": 6,
+      "type": "CLIPTextEncode",
+      "pos": {
+        "0": 415,
+        "1": 186
+      },
+      "size": {
+        "0": 422.84503173828125,
+        "1": 164.31304931640625
+      },
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            4
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ],
+      "color": "#233",
+      "bgcolor": "#355"
+    },
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": {
+        "0": 413,
+        "1": 389
+      },
+      "size": {
+        "0": 425.27801513671875,
+        "1": 180.6060791015625
+      },
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            6
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "text, watermark"
+      ],
+      "color": "#323",
+      "bgcolor": "#535"
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": {
+        "0": 866,
+        "1": 502
+      },
+      "size": {
+        "0": 210,
+        "1": 46
+      },
+      "flags": {},
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 7
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            9
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": [],
+      "color": "#222",
+      "bgcolor": "#000"
+    },
+    {
+      "id": 9,
+      "type": "SaveImage",
+      "pos": {
+        "0": 857,
+        "1": 611
+      },
+      "size": [
+        214.2000732421875,
+        59.4000244140625
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 9
+        }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "ComfyUI"
+      ]
+    },
+    {
+      "id": 10,
+      "type": "CheckpointLoaderSimple",
+      "pos": {
+        "0": 42,
+        "1": 329
+      },
+      "size": {
+        "0": 315,
+        "1": 98
+      },
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": null
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": null
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": [
+        "Stable-diffusion/v1-5-pruned-emaonly.safetensors"
+      ],
+      "color": "#332922",
+      "bgcolor": "#593930"
+    },
+    {
+      "id": 11,
+      "type": "CheckpointLoaderSimple",
+      "pos": {
+        "0": 40,
+        "1": 494
+      },
+      "size": {
+        "0": 315,
+        "1": 98
+      },
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": null
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": null
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": [
+        "Stable-diffusion/v1-5-pruned-emaonly.safetensors"
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 13,
+      "type": "ImageScale",
+      "pos": {
+        "0": 42,
+        "1": 650
+      },
+      "size": {
+        "0": 315,
+        "1": 130
+      },
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "ImageScale"
+      },
+      "widgets_values": [
+        "nearest-exact",
+        512,
+        512,
+        "disabled"
+      ],
+      "color": "#2a363b",
+      "bgcolor": "#3f5159"
+    }
+  ],
+  "links": [
+    [
+      1,
+      4,
+      0,
+      3,
+      0,
+      "MODEL"
+    ],
+    [
+      2,
+      5,
+      0,
+      3,
+      3,
+      "LATENT"
+    ],
+    [
+      3,
+      4,
+      1,
+      6,
+      0,
+      "CLIP"
+    ],
+    [
+      4,
+      6,
+      0,
+      3,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      5,
+      4,
+      1,
+      7,
+      0,
+      "CLIP"
+    ],
+    [
+      6,
+      7,
+      0,
+      3,
+      2,
+      "CONDITIONING"
+    ],
+    [
+      7,
+      3,
+      0,
+      8,
+      0,
+      "LATENT"
+    ],
+    [
+      8,
+      4,
+      2,
+      8,
+      1,
+      "VAE"
+    ],
+    [
+      9,
+      8,
+      0,
+      9,
+      0,
+      "IMAGE"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {},
+  "version": 0.4
+}

browser_tests/assets/execution_error.json

@@ -0,0 +1,84 @@
+{
+  "last_node_id": 17,
+  "last_link_id": 15,
+  "nodes": [
+    {
+      "id": 14,
+      "type": "PreviewImage",
+      "pos": {
+        "0": 300,
+        "1": 60
+      },
+      "size": {
+        "0": 213.8594970703125,
+        "1": 50.65289306640625
+      },
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 15
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "PreviewImage"
+      }
+    },
+    {
+      "id": 17,
+      "type": "DevToolsErrorRaiseNode",
+      "pos": {
+        "0": 20,
+        "1": 60
+      },
+      "size": {
+        "0": 210,
+        "1": 26
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            15
+          ],
+          "slot_index": 0,
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "DevToolsErrorRaiseNode"
+      }
+    }
+  ],
+  "links": [
+    [
+      15,
+      17,
+      0,
+      14,
+      0,
+      "IMAGE"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        117.20766722169206,
+        472.69035116826046
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/force_input.json

@@ -0,0 +1,62 @@
+{
+  "last_node_id": 5,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 5,
+      "type": "DevToolsNodeWithForceInput",
+      "pos": {
+        "0": 9,
+        "1": 39
+      },
+      "size": {
+        "0": 315,
+        "1": 106
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "int_input",
+          "type": "INT",
+          "link": null,
+          "widget": {
+            "name": "int_input"
+          }
+        },
+        {
+          "name": "float_input",
+          "type": "FLOAT",
+          "link": null,
+          "widget": {
+            "name": "float_input"
+          },
+          "shape": 7
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "DevToolsNodeWithForceInput"
+      },
+      "widgets_values": [
+        0,
+        1,
+        0
+      ]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/missing_models.json

@@ -0,0 +1,25 @@
+{
+  "last_node_id": 0,
+  "last_link_id": 0,
+  "nodes": [],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "models": [
+    {
+      "name": "fake_model.safetensors",
+      "url": "http://localhost:8188/api/devtools/fake_model.safetensors",
+      "directory": "clip"
+    }
+  ],
+  "version": 0.4
+}

browser_tests/assets/missing_nodes.json

@@ -0,0 +1,61 @@
+{
+  "last_node_id": 1,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "UNKNOWN NODE",
+      "pos": [
+        48,
+        86
+      ],
+      "size": {
+        "0": 358.80780029296875,
+        "1": 314.7989501953125
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": null,
+          "slot_index": 0
+        }
+      ],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": [],
+          "slot_index": 0,
+          "shape": 6
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "UNKNOWN NODE"
+      },
+      "widgets_values": [
+        "wd-v1-4-moat-tagger-v2",
+        0.35,
+        0.85,
+        false,
+        false,
+        ""
+      ]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0, 0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/optional_input_correct_shape.json

@@ -0,0 +1,57 @@
+{
+  "last_node_id": 5,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 5,
+      "type": "DevToolsNodeWithOptionalInput",
+      "pos": {
+        "0": 19,
+        "1": 46
+      },
+      "size": {
+        "0": 302.4000244140625,
+        "1": 46
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "required_input",
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "optional_input",
+          "type": "IMAGE",
+          "link": null,
+          "shape": 7
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "DevToolsNodeWithOptionalInput"
+      }
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/optional_input_no_shape.json

@@ -0,0 +1,56 @@
+{
+  "last_node_id": 5,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 5,
+      "type": "DevToolsNodeWithOptionalInput",
+      "pos": {
+        "0": 19,
+        "1": 46
+      },
+      "size": {
+        "0": 302.4000244140625,
+        "1": 46
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "required_input",
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "optional_input",
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "DevToolsNodeWithOptionalInput"
+      }
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/optional_input_wrong_shape.json

@@ -0,0 +1,57 @@
+{
+  "last_node_id": 5,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 5,
+      "type": "DevToolsNodeWithOptionalInput",
+      "pos": {
+        "0": 19,
+        "1": 46
+      },
+      "size": {
+        "0": 302.4000244140625,
+        "1": 46
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "required_input",
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "optional_input",
+          "type": "IMAGE",
+          "link": null,
+          "shape": 6
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "DevToolsNodeWithOptionalInput"
+      }
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/primitive_node.json

@@ -0,0 +1,145 @@
+{
+  "last_node_id": 2,
+  "last_link_id": 1,
+  "nodes": [
+    {
+      "id": 2,
+      "type": "KSampler",
+      "pos": {
+        "0": 521.0906982421875,
+        "1": 40.999996185302734,
+        "2": 0,
+        "3": 0,
+        "4": 0,
+        "5": 0,
+        "6": 0,
+        "7": 0,
+        "8": 0,
+        "9": 0
+      },
+      "size": {
+        "0": 315,
+        "1": 262
+      },
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": null
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": null
+        },
+        {
+          "name": "steps",
+          "type": "INT",
+          "link": 1,
+          "widget": {
+            "name": "steps"
+          }
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
+        0,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ]
+    },
+    {
+      "id": 1,
+      "type": "PrimitiveNode",
+      "pos": {
+        "0": 15,
+        "1": 46,
+        "2": 0,
+        "3": 0,
+        "4": 0,
+        "5": 0,
+        "6": 0,
+        "7": 0,
+        "8": 0,
+        "9": 0
+      },
+      "size": [
+        446.96645387135936,
+        108.34243389566905
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            1
+          ],
+          "slot_index": 0,
+          "widget": {
+            "name": "steps"
+          }
+        }
+      ],
+      "properties": {
+        "Run widget replace on values": false
+      },
+      "widgets_values": [
+        20,
+        "fixed"
+      ]
+    }
+  ],
+  "links": [
+    [
+      1,
+      1,
+      0,
+      2,
+      4,
+      "INT"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/single_group.json

@@ -0,0 +1,88 @@
+{
+  "last_node_id": 9,
+  "last_link_id": 13,
+  "nodes": [
+    {
+      "id": 3,
+      "type": "KSampler",
+      "pos": {
+        "0": 10.321063995361328,
+        "1": 73.14462280273438
+      },
+      "size": {
+        "0": 315,
+        "1": 262
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": null
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
+        156680208700286,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ]
+    }
+  ],
+  "links": [],
+  "groups": [
+    {
+      "title": "Group",
+      "bounding": [
+        0,
+        0,
+        335,
+        346
+      ],
+      "color": "#3f789e",
+      "font_size": 24
+    }
+  ],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/single_group_only.json

@@ -0,0 +1,30 @@
+{
+  "last_node_id": 9,
+  "last_link_id": 13,
+  "nodes": [],
+  "links": [],
+  "groups": [
+    {
+      "title": "Group",
+      "bounding": [
+        0,
+        0,
+        335,
+        346
+      ],
+      "color": "#3f789e",
+      "font_size": 24
+    }
+  ],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1.2100000000000006,
+      "offset": [
+        104.34159172650945,
+        241.35965953210126
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/single_ksampler.json

@@ -0,0 +1,76 @@
+{
+  "last_node_id": 9,
+  "last_link_id": 13,
+  "nodes": [
+    {
+      "id": 3,
+      "type": "KSampler",
+      "pos": [
+        0,
+        30
+      ],
+      "size": {
+        "0": 315,
+        "1": 262
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": null
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
+        156680208700286,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/single_save_image_node.json

@@ -0,0 +1,46 @@
+{
+  "last_node_id": 9,
+  "last_link_id": 9,
+  "nodes": [
+    {
+      "id": 9,
+      "type": "SaveImage",
+      "pos": {
+        "0": 64,
+        "1": 104
+      },
+      "size": {
+        "0": 210,
+        "1": 58
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "ComfyUI"
+      ]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/snap_to_slot.json

@@ -0,0 +1,164 @@
+{
+  "last_node_id": 5,
+  "last_link_id": 5,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "KSampler",
+      "pos": [
+        590,
+        40
+      ],
+      "size": {
+        "0": 315,
+        "1": 262
+      },
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": null,
+          "slot_index": 0
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 3,
+          "slot_index": 1
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": null,
+          "slot_index": 2
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": null,
+          "slot_index": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": null,
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
+        0,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ]
+    },
+    {
+      "id": 4,
+      "type": "CLIPTextEncode",
+      "pos": [
+        20,
+        50
+      ],
+      "size": {
+        "0": 400,
+        "1": 200
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            3
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        ""
+      ]
+    },
+    {
+      "id": 5,
+      "type": "CLIPTextEncode",
+      "pos": [
+        20,
+        320
+      ],
+      "size": {
+        "0": 400,
+        "1": 200
+      },
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [],
+          "shape": 3,
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        ""
+      ]
+    }
+  ],
+  "links": [
+    [
+      3,
+      4,
+      0,
+      1,
+      1,
+      "CONDITIONING"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        0,
+        0
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/string_node_id.json

@@ -0,0 +1,377 @@
+{
+  "last_node_id": 0,
+  "last_link_id": 18,
+  "nodes": [
+    {
+      "id": "CheckpointLoaderSimple.0",
+      "type": "CheckpointLoaderSimple",
+      "pos": {
+        "0": 100,
+        "1": 130
+      },
+      "size": {
+        "0": 315,
+        "1": 98
+      },
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            12
+          ],
+          "shape": 3
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            10,
+            11
+          ],
+          "shape": 3
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            17
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": [
+        "v1-5-pruned-emaonly.ckpt"
+      ]
+    },
+    {
+      "id": "CLIPTextEncode.0",
+      "type": "CLIPTextEncode",
+      "pos": {
+        "0": 515,
+        "1": 130
+      },
+      "size": {
+        "0": 400,
+        "1": 200
+      },
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 10
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            13
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ]
+    },
+    {
+      "id": "CLIPTextEncode.1",
+      "type": "CLIPTextEncode",
+      "pos": {
+        "0": 515,
+        "1": 460
+      },
+      "size": {
+        "0": 400,
+        "1": 200
+      },
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 11
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "links": [
+            14
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "text, watermark"
+      ]
+    },
+    {
+      "id": "EmptyLatentImage.0",
+      "type": "EmptyLatentImage",
+      "pos": {
+        "0": 100,
+        "1": 358
+      },
+      "size": {
+        "0": 315,
+        "1": 106
+      },
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            15
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "EmptyLatentImage"
+      },
+      "widgets_values": [
+        512,
+        512,
+        1
+      ]
+    },
+    {
+      "id": "KSampler.0",
+      "type": "KSampler",
+      "pos": {
+        "0": 1015,
+        "1": 130
+      },
+      "size": {
+        "0": 315,
+        "1": 262
+      },
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 12
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 14
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 15
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            16
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "KSampler"
+      },
+      "widgets_values": [
+        3,
+        "randomize",
+        20,
+        8,
+        "euler",
+        "normal",
+        1
+      ]
+    },
+    {
+      "id": "VAEDecode.0",
+      "type": "VAEDecode",
+      "pos": {
+        "0": 1430,
+        "1": 130
+      },
+      "size": {
+        "0": 210,
+        "1": 46
+      },
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 16
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 17
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            18
+          ],
+          "shape": 3
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      }
+    },
+    {
+      "id": "SaveImage.0",
+      "type": "SaveImage",
+      "pos": {
+        "0": 1740,
+        "1": 130
+      },
+      "size": {
+        "0": 315,
+        "1": 58
+      },
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 18
+        }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": [
+        "ComfyUI"
+      ]
+    }
+  ],
+  "links": [
+    [
+      10,
+      "CheckpointLoaderSimple.0",
+      1,
+      "CLIPTextEncode.0",
+      0,
+      "CLIP"
+    ],
+    [
+      11,
+      "CheckpointLoaderSimple.0",
+      1,
+      "CLIPTextEncode.1",
+      0,
+      "CLIP"
+    ],
+    [
+      12,
+      "CheckpointLoaderSimple.0",
+      0,
+      "KSampler.0",
+      0,
+      "MODEL"
+    ],
+    [
+      13,
+      "CLIPTextEncode.0",
+      0,
+      "KSampler.0",
+      1,
+      "CONDITIONING"
+    ],
+    [
+      14,
+      "CLIPTextEncode.1",
+      0,
+      "KSampler.0",
+      2,
+      "CONDITIONING"
+    ],
+    [
+      15,
+      "EmptyLatentImage.0",
+      0,
+      "KSampler.0",
+      3,
+      "LATENT"
+    ],
+    [
+      16,
+      "KSampler.0",
+      0,
+      "VAEDecode.0",
+      0,
+      "LATENT"
+    ],
+    [
+      17,
+      "CheckpointLoaderSimple.0",
+      2,
+      "VAEDecode.0",
+      1,
+      "VAE"
+    ],
+    [
+      18,
+      "VAEDecode.0",
+      0,
+      "SaveImage.0",
+      0,
+      "IMAGE"
+    ]
+  ],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [
+        149.9747408641311,
+        383.8593224280729
+      ]
+    }
+  },
+  "version": 0.4
+}

browser_tests/browserTabTitle.spec.ts

@@ -0,0 +1,55 @@
+import { expect } from '@playwright/test'
+import { comfyPageFixture as test } from './ComfyPage'
+
+test.describe('Browser tab title', () => {
+  test.describe('Beta Menu', () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.setSetting('Comfy.UseNewMenu', 'Top')
+    })
+
+    test.afterEach(async ({ comfyPage }) => {
+      await comfyPage.setSetting('Comfy.UseNewMenu', 'Disabled')
+    })
+
+    test('Can display workflow name', async ({ comfyPage }) => {
+      const workflowName = await comfyPage.page.evaluate(async () => {
+        return window['app'].workflowManager.activeWorkflow.name
+      })
+      // Note: unsaved workflow name is always prepended with "*".
+      expect(await comfyPage.page.title()).toBe(`*${workflowName}`)
+    })
+
+    test('Can display workflow name with unsaved changes', async ({
+      comfyPage
+    }) => {
+      const workflowName = await comfyPage.page.evaluate(async () => {
+        return window['app'].workflowManager.activeWorkflow.name
+      })
+      // Note: unsaved workflow name is always prepended with "*".
+      expect(await comfyPage.page.title()).toBe(`*${workflowName}`)
+
+      await comfyPage.menu.saveWorkflow('test')
+      expect(await comfyPage.page.title()).toBe('test')
+
+      const textBox = comfyPage.widgetTextBox
+      await textBox.fill('Hello World')
+      await comfyPage.clickEmptySpace()
+      expect(await comfyPage.page.title()).toBe(`*test`)
+
+      // Delete the saved workflow for cleanup.
+      await comfyPage.page.evaluate(async () => {
+        window['app'].workflowManager.activeWorkflow.delete()
+      })
+    })
+  })
+
+  test.describe('Legacy Menu', () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.setSetting('Comfy.UseNewMenu', 'Disabled')
+    })
+
+    test('Can display default title', async ({ comfyPage }) => {
+      expect(await comfyPage.page.title()).toBe('ComfyUI')
+    })
+  })
+})

browser_tests/colorPalette.spec.ts

@@ -0,0 +1,249 @@
+import { expect } from '@playwright/test'
+import { comfyPageFixture as test } from './ComfyPage'
+
+const customColorPalettes = {
+  obsidian: {
+    version: 102,
+    id: 'obsidian',
+    name: 'Obsidian',
+    colors: {
+      node_slot: {
+        CLIP: '#FFD500',
+        CLIP_VISION: '#A8DADC',
+        CLIP_VISION_OUTPUT: '#ad7452',
+        CONDITIONING: '#FFA931',
+        CONTROL_NET: '#6EE7B7',
+        IMAGE: '#64B5F6',
+        LATENT: '#FF9CF9',
+        MASK: '#81C784',
+        MODEL: '#B39DDB',
+        STYLE_MODEL: '#C2FFAE',
+        VAE: '#FF6E6E',
+        TAESD: '#DCC274',
+        PIPE_LINE: '#7737AA',
+        PIPE_LINE_SDXL: '#7737AA',
+        INT: '#29699C',
+        XYPLOT: '#74DA5D',
+        X_Y: '#38291f'
+      },
+      litegraph_base: {
+        BACKGROUND_IMAGE:
+          'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAIAAAD/gAIDAAAAGXRFWHRTb2Z0d2FyZQBBZG9iZSBJbWFnZVJlYWR5ccllPAAAAQBJREFUeNrs1rEKwjAUhlETUkj3vP9rdmr1Ysammk2w5wdxuLgcMHyptfawuZX4pJSWZTnfnu/lnIe/jNNxHHGNn//HNbbv+4dr6V+11uF527arU7+u63qfa/bnmh8sWLBgwYJlqRf8MEptXPBXJXa37BSl3ixYsGDBMliwFLyCV/DeLIMFCxYsWLBMwSt4Be/NggXLYMGCBUvBK3iNruC9WbBgwYJlsGApeAWv4L1ZBgsWLFiwYJmCV/AK3psFC5bBggULloJX8BpdwXuzYMGCBctgwVLwCl7Be7MMFixYsGDBsu8FH1FaSmExVfAxBa/gvVmwYMGCZbBg/W4vAQYA5tRF9QYlv/QAAAAASUVORK5CYII=',
+        CLEAR_BACKGROUND_COLOR: '#222222',
+        NODE_TITLE_COLOR: 'rgba(255,255,255,.75)',
+        NODE_SELECTED_TITLE_COLOR: '#FFF',
+        NODE_TEXT_SIZE: 14,
+        NODE_TEXT_COLOR: '#b8b8b8',
+        NODE_SUBTEXT_SIZE: 12,
+        NODE_DEFAULT_COLOR: 'rgba(0,0,0,.8)',
+        NODE_DEFAULT_BGCOLOR: 'rgba(22,22,22,.8)',
+        NODE_DEFAULT_BOXCOLOR: 'rgba(255,255,255,.75)',
+        NODE_DEFAULT_SHAPE: 'box',
+        NODE_BOX_OUTLINE_COLOR: '#236692',
+        DEFAULT_SHADOW_COLOR: 'rgba(0,0,0,0)',
+        DEFAULT_GROUP_FONT: 24,
+        WIDGET_BGCOLOR: '#242424',
+        WIDGET_OUTLINE_COLOR: '#333',
+        WIDGET_TEXT_COLOR: '#a3a3a8',
+        WIDGET_SECONDARY_TEXT_COLOR: '#97979c',
+        LINK_COLOR: '#9A9',
+        EVENT_LINK_COLOR: '#A86',
+        CONNECTING_LINK_COLOR: '#AFA'
+      },
+      comfy_base: {
+        'fg-color': '#fff',
+        'bg-color': '#242424',
+        'comfy-menu-bg': 'rgba(24,24,24,.9)',
+        'comfy-input-bg': '#262626',
+        'input-text': '#ddd',
+        'descrip-text': '#999',
+        'drag-text': '#ccc',
+        'error-text': '#ff4444',
+        'border-color': '#29292c',
+        'tr-even-bg-color': 'rgba(28,28,28,.9)',
+        'tr-odd-bg-color': 'rgba(19,19,19,.9)'
+      }
+    }
+  },
+  obsidian_dark: {
+    version: 102,
+    id: 'obsidian_dark',
+    name: 'Obsidian Dark',
+    colors: {
+      node_slot: {
+        CLIP: '#FFD500',
+        CLIP_VISION: '#A8DADC',
+        CLIP_VISION_OUTPUT: '#ad7452',
+        CONDITIONING: '#FFA931',
+        CONTROL_NET: '#6EE7B7',
+        IMAGE: '#64B5F6',
+        LATENT: '#FF9CF9',
+        MASK: '#81C784',
+        MODEL: '#B39DDB',
+        STYLE_MODEL: '#C2FFAE',
+        VAE: '#FF6E6E',
+        TAESD: '#DCC274',
+        PIPE_LINE: '#7737AA',
+        PIPE_LINE_SDXL: '#7737AA',
+        INT: '#29699C',
+        XYPLOT: '#74DA5D',
+        X_Y: '#38291f'
+      },
+      litegraph_base: {
+        BACKGROUND_IMAGE:
+          'data:image/png;base64,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',
+        CLEAR_BACKGROUND_COLOR: '#000',
+        NODE_TITLE_COLOR: 'rgba(255,255,255,.75)',
+        NODE_SELECTED_TITLE_COLOR: '#FFF',
+        NODE_TEXT_SIZE: 14,
+        NODE_TEXT_COLOR: '#b8b8b8',
+        NODE_SUBTEXT_SIZE: 12,
+        NODE_DEFAULT_COLOR: 'rgba(0,0,0,.8)',
+        NODE_DEFAULT_BGCOLOR: 'rgba(22,22,22,.8)',
+        NODE_DEFAULT_BOXCOLOR: 'rgba(255,255,255,.75)',
+        NODE_DEFAULT_SHAPE: 'box',
+        NODE_BOX_OUTLINE_COLOR: '#236692',
+        DEFAULT_SHADOW_COLOR: 'rgba(0,0,0,0)',
+        DEFAULT_GROUP_FONT: 24,
+        WIDGET_BGCOLOR: '#242424',
+        WIDGET_OUTLINE_COLOR: '#333',
+        WIDGET_TEXT_COLOR: '#a3a3a8',
+        WIDGET_SECONDARY_TEXT_COLOR: '#97979c',
+        LINK_COLOR: '#9A9',
+        EVENT_LINK_COLOR: '#A86',
+        CONNECTING_LINK_COLOR: '#AFA'
+      },
+      comfy_base: {
+        'fg-color': '#fff',
+        'bg-color': '#242424',
+        'comfy-menu-bg': 'rgba(24,24,24,.9)',
+        'comfy-input-bg': '#262626',
+        'input-text': '#ddd',
+        'descrip-text': '#999',
+        'drag-text': '#ccc',
+        'error-text': '#ff4444',
+        'border-color': '#29292c',
+        'tr-even-bg-color': 'rgba(28,28,28,.9)',
+        'tr-odd-bg-color': 'rgba(19,19,19,.9)'
+      }
+    }
+  }
+}
+
+test.describe('Color Palette', () => {
+  test.beforeEach(async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.CustomColorPalettes', customColorPalettes)
+  })
+
+  test.afterEach(async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.CustomColorPalettes', {})
+    await comfyPage.setSetting('Comfy.ColorPalette', 'dark')
+  })
+
+  test('Can show custom color palette', async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.ColorPalette', 'custom_obsidian_dark')
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'custom-color-palette-obsidian-dark.png'
+    )
+    await comfyPage.setSetting('Comfy.ColorPalette', 'dark')
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot('default-color-palette.png')
+  })
+})
+
+test.describe('Node Color Adjustments', () => {
+  test.beforeEach(async ({ comfyPage }) => {
+    await comfyPage.loadWorkflow('every_node_color')
+  })
+
+  test.afterEach(async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.Node.Opacity', 1.0)
+    await comfyPage.setSetting('Comfy.ColorPalette', 'dark')
+  })
+
+  test('should adjust opacity via node opacity setting', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.Node.Opacity', 0.5)
+    await comfyPage.page.waitForTimeout(128)
+
+    // Drag mouse to force canvas to redraw
+    await comfyPage.page.mouse.move(0, 0)
+
+    await expect(comfyPage.canvas).toHaveScreenshot('node-opacity-0.5.png')
+
+    await comfyPage.setSetting('Comfy.Node.Opacity', 1.0)
+    await comfyPage.page.waitForTimeout(128)
+
+    await comfyPage.page.mouse.move(8, 8)
+    await expect(comfyPage.canvas).toHaveScreenshot('node-opacity-1.png')
+  })
+
+  test('should persist color adjustments when changing themes', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.Node.Opacity', 0.2)
+    await comfyPage.setSetting('Comfy.ColorPalette', 'arc')
+    await comfyPage.nextFrame()
+    await comfyPage.page.mouse.move(0, 0)
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'node-opacity-0.2-arc-theme.png'
+    )
+  })
+
+  test('should not serialize color adjustments in workflow', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.Node.Opacity', 0.5)
+    await comfyPage.setSetting('Comfy.ColorPalette', 'light')
+    const saveWorkflowInterval = 1000
+    await comfyPage.page.waitForTimeout(saveWorkflowInterval)
+    const workflow = await comfyPage.page.evaluate(() => {
+      return localStorage.getItem('workflow')
+    })
+    for (const node of JSON.parse(workflow).nodes) {
+      if (node.bgcolor) expect(node.bgcolor).not.toMatch(/hsla/)
+      if (node.color) expect(node.color).not.toMatch(/hsla/)
+    }
+  })
+
+  test('should lighten node colors when switching to light theme', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.ColorPalette', 'light')
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot('node-lightened-colors.png')
+  })
+
+  test.describe('Context menu color adjustments', () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.setSetting('Comfy.ColorPalette', 'light')
+      await comfyPage.setSetting('Comfy.Node.Opacity', 0.3)
+      const node = await comfyPage.getFirstNodeRef()
+      await node.clickContextMenuOption('Colors')
+    })
+
+    test('should persist color adjustments when changing custom node colors', async ({
+      comfyPage
+    }) => {
+      await comfyPage.page
+        .locator('.litemenu-entry.submenu span:has-text("red")')
+        .click()
+      await expect(comfyPage.canvas).toHaveScreenshot(
+        'node-opacity-0.3-color-changed.png'
+      )
+    })
+
+    test('should persist color adjustments when removing custom node color', async ({
+      comfyPage
+    }) => {
+      await comfyPage.page
+        .locator('.litemenu-entry.submenu span:has-text("No color")')
+        .click()
+      await expect(comfyPage.canvas).toHaveScreenshot(
+        'node-opacity-0.3-color-removed.png'
+      )
+    })
+  })
+})

browser_tests/copyPaste.spec.ts

@@ -1,56 +1,89 @@
-import { expect } from "@playwright/test";
-import { comfyPageFixture as test } from "./ComfyPage";
+import { expect } from '@playwright/test'
+import { comfyPageFixture as test } from './ComfyPage'
 
-test.describe("Copy Paste", () => {
-  test("Can copy and paste node", async ({ comfyPage }) => {
-    await comfyPage.clickEmptyLatentNode();
-    await comfyPage.page.mouse.move(10, 10);
-    await comfyPage.ctrlC();
-    await comfyPage.ctrlV();
-    await expect(comfyPage.canvas).toHaveScreenshot("copied-node.png");
-  });
+test.describe('Copy Paste', () => {
+  test('Can copy and paste node', async ({ comfyPage }) => {
+    await comfyPage.clickEmptyLatentNode()
+    await comfyPage.page.mouse.move(10, 10)
+    await comfyPage.ctrlC()
+    await comfyPage.ctrlV()
+    await expect(comfyPage.canvas).toHaveScreenshot('copied-node.png')
+  })
 
-  test("Can copy and paste text", async ({ comfyPage }) => {
-    const textBox = comfyPage.widgetTextBox;
-    await textBox.click();
-    const originalString = await textBox.inputValue();
-    await textBox.selectText();
-    await comfyPage.ctrlC();
-    await comfyPage.ctrlV();
-    await comfyPage.ctrlV();
-    const resultString = await textBox.inputValue();
-    expect(resultString).toBe(originalString + originalString);
-  });
+  test('Can copy and paste text', async ({ comfyPage }) => {
+    const textBox = comfyPage.widgetTextBox
+    await textBox.click()
+    const originalString = await textBox.inputValue()
+    await textBox.selectText()
+    await comfyPage.ctrlC()
+    await comfyPage.ctrlV()
+    await comfyPage.ctrlV()
+    const resultString = await textBox.inputValue()
+    expect(resultString).toBe(originalString + originalString)
+  })
+
+  test('Can copy and paste widget value', async ({ comfyPage }) => {
+    // Copy width value (512) from empty latent node to KSampler's seed.
+    // Empty latent node's width
+    await comfyPage.canvas.click({
+      position: {
+        x: 718,
+        y: 643
+      }
+    })
+    await comfyPage.ctrlC()
+    // KSampler's seed
+    await comfyPage.canvas.click({
+      position: {
+        x: 1005,
+        y: 281
+      }
+    })
+    await comfyPage.ctrlV()
+    await comfyPage.page.keyboard.press('Enter')
+    await expect(comfyPage.canvas).toHaveScreenshot('copied-widget-value.png')
+  })
 
   /**
    * https://github.com/Comfy-Org/ComfyUI_frontend/issues/98
    */
-  test("Paste in text area with node previously copied", async ({
-    comfyPage,
+  test('Paste in text area with node previously copied', async ({
+    comfyPage
   }) => {
-    await comfyPage.clickEmptyLatentNode();
-    await comfyPage.ctrlC();
-    const textBox = comfyPage.widgetTextBox;
-    await textBox.click();
-    await textBox.inputValue();
-    await textBox.selectText();
-    await comfyPage.ctrlC();
-    await comfyPage.ctrlV();
-    await comfyPage.ctrlV();
+    await comfyPage.clickEmptyLatentNode()
+    await comfyPage.ctrlC()
+    const textBox = comfyPage.widgetTextBox
+    await textBox.click()
+    await textBox.inputValue()
+    await textBox.selectText()
+    await comfyPage.ctrlC()
+    await comfyPage.ctrlV()
+    await comfyPage.ctrlV()
     await expect(comfyPage.canvas).toHaveScreenshot(
-      "paste-in-text-area-with-node-previously-copied.png"
-    );
-  });
+      'paste-in-text-area-with-node-previously-copied.png'
+    )
+  })
 
-  test("Copy text area does not copy node", async ({ comfyPage }) => {
-    const textBox = comfyPage.widgetTextBox;
-    await textBox.click();
-    await textBox.inputValue();
-    await textBox.selectText();
-    await comfyPage.ctrlC();
+  test('Copy text area does not copy node', async ({ comfyPage }) => {
+    const textBox = comfyPage.widgetTextBox
+    await textBox.click()
+    await textBox.inputValue()
+    await textBox.selectText()
+    await comfyPage.ctrlC()
     // Unfocus textbox.
-    await comfyPage.page.mouse.click(10, 10);
-    await comfyPage.ctrlV();
-    await expect(comfyPage.canvas).toHaveScreenshot("no-node-copied.png");
-  });
-});
+    await comfyPage.page.mouse.click(10, 10)
+    await comfyPage.ctrlV()
+    await expect(comfyPage.canvas).toHaveScreenshot('no-node-copied.png')
+  })
+
+  test('Copy node by dragging + alt', async ({ comfyPage }) => {
+    // TextEncodeNode1
+    await comfyPage.page.mouse.move(618, 191)
+    await comfyPage.page.keyboard.down('Alt')
+    await comfyPage.page.mouse.down()
+    await comfyPage.page.mouse.move(100, 100)
+    await comfyPage.page.mouse.up()
+    await comfyPage.page.keyboard.up('Alt')
+    await expect(comfyPage.canvas).toHaveScreenshot('drag-copy-copied-node.png')
+  })
+})

browser_tests/dialog.spec.ts

@@ -0,0 +1,106 @@
+import { expect } from '@playwright/test'
+import { comfyPageFixture as test } from './ComfyPage'
+
+test.describe('Load workflow warning', () => {
+  test('Should display a warning when loading a workflow with missing nodes', async ({
+    comfyPage
+  }) => {
+    await comfyPage.loadWorkflow('missing_nodes')
+
+    // Wait for the element with the .comfy-missing-nodes selector to be visible
+    const missingNodesWarning = comfyPage.page.locator('.comfy-missing-nodes')
+    await expect(missingNodesWarning).toBeVisible()
+  })
+})
+
+test('Does not report warning when switching between opened workflows', async ({
+  comfyPage
+}) => {
+  await comfyPage.setSetting('Comfy.UseNewMenu', 'Top')
+  await comfyPage.loadWorkflow('missing_nodes')
+  await comfyPage.page.locator('.p-dialog-close-button').click()
+
+  // Load default workflow
+  const workflowSelector = comfyPage.page.locator(
+    'button.comfyui-workflows-button'
+  )
+  await workflowSelector.hover()
+  await workflowSelector.click()
+  await comfyPage.page.locator('button[title="Load default workflow"]').click()
+
+  // Switch back to the missing_nodes workflow
+  await workflowSelector.click()
+  await comfyPage.page.locator('span:has-text("missing_nodes")').first().click()
+  await comfyPage.nextFrame()
+
+  await expect(comfyPage.page.locator('.comfy-missing-nodes')).not.toBeVisible()
+  await comfyPage.setSetting('Comfy.UseNewMenu', 'Disabled')
+})
+
+test('Does not report warning on undo/redo', async ({ comfyPage }) => {
+  await comfyPage.loadWorkflow('missing_nodes')
+  await comfyPage.page.locator('.p-dialog-close-button').click()
+  await comfyPage.nextFrame()
+
+  // Make a change to the graph
+  await comfyPage.setSetting('Comfy.NodeSearchBoxImpl', 'default')
+  await comfyPage.page.waitForTimeout(256)
+  await comfyPage.doubleClickCanvas()
+  await comfyPage.searchBox.fillAndSelectFirstNode('KSampler')
+
+  // Undo and redo the change
+  await comfyPage.ctrlZ()
+  await expect(comfyPage.page.locator('.comfy-missing-nodes')).not.toBeVisible()
+  await comfyPage.ctrlY()
+  await expect(comfyPage.page.locator('.comfy-missing-nodes')).not.toBeVisible()
+})
+
+test.describe('Execution error', () => {
+  test('Should display an error message when an execution error occurs', async ({
+    comfyPage
+  }) => {
+    await comfyPage.loadWorkflow('execution_error')
+    await comfyPage.queueButton.click()
+
+    // Wait for the element with the .comfy-execution-error selector to be visible
+    const executionError = comfyPage.page.locator('.comfy-error-report')
+    await expect(executionError).toBeVisible()
+  })
+})
+
+test.describe('Missing models warning', () => {
+  test.beforeEach(async ({ comfyPage }) => {
+    await comfyPage.page.evaluate((url: string) => {
+      return fetch(`${url}/api/devtools/cleanup_fake_model`)
+    }, comfyPage.url)
+    await comfyPage.setSetting('Comfy.Workflow.ModelDownload.AllowedSources', [
+      'http://localhost:8188'
+    ])
+    await comfyPage.setSetting('Comfy.Workflow.ModelDownload.AllowedSuffixes', [
+      '.safetensors'
+    ])
+  })
+
+  test('Should display a warning when missing models are found', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.Workflow.ShowMissingModelsWarning', true)
+
+    // The fake_model.safetensors is served by
+    // https://github.com/Comfy-Org/ComfyUI_devtools/blob/main/__init__.py
+    await comfyPage.loadWorkflow('missing_models')
+
+    // Wait for the element with the .comfy-missing-models selector to be visible
+    const missingModelsWarning = comfyPage.page.locator('.comfy-missing-models')
+    await expect(missingModelsWarning).toBeVisible()
+
+    // Click the download button
+    const downloadButton = comfyPage.page.getByLabel('Download')
+    await expect(downloadButton).toBeVisible()
+    await downloadButton.click()
+
+    // Wait for the element with the .download-complete selector to be visible
+    const downloadComplete = comfyPage.page.locator('.download-complete')
+    await expect(downloadComplete).toBeVisible()
+  })
+})

browser_tests/groupNode.spec.ts

@@ -0,0 +1,142 @@
+import { expect } from '@playwright/test'
+import { comfyPageFixture as test } from './ComfyPage'
+
+test.describe('Group Node', () => {
+  test.afterEach(async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.UseNewMenu', 'Disabled')
+  })
+
+  test.describe('Node library sidebar', () => {
+    const groupNodeName = 'DefautWorkflowGroupNode'
+    const groupNodeCategory = 'group nodes>workflow'
+    const groupNodeBookmarkName = `workflow>${groupNodeName}`
+    let libraryTab
+
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.setSetting('Comfy.UseNewMenu', 'Top')
+      libraryTab = comfyPage.menu.nodeLibraryTab
+      await comfyPage.convertAllNodesToGroupNode(groupNodeName)
+      await libraryTab.open()
+    })
+
+    test('Is added to node library sidebar', async ({ comfyPage }) => {
+      expect(await libraryTab.getFolder('group nodes').count()).toBe(1)
+    })
+
+    test('Can be added to canvas using node library sidebar', async ({
+      comfyPage
+    }) => {
+      const initialNodeCount = await comfyPage.getGraphNodesCount()
+
+      // Add group node from node library sidebar
+      await libraryTab.getFolder(groupNodeCategory).first().click()
+      await libraryTab.getNode(groupNodeName).first().click()
+
+      // Verify the node is added to the canvas
+      expect(await comfyPage.getGraphNodesCount()).toBe(initialNodeCount + 1)
+    })
+
+    test('Can be bookmarked and unbookmarked', async ({ comfyPage }) => {
+      await libraryTab.getFolder(groupNodeCategory).click()
+      await libraryTab
+        .getNode(groupNodeName)
+        .locator('.bookmark-button')
+        .first()
+        .click()
+
+      // Verify the node is added to the bookmarks tab
+      expect(
+        await comfyPage.getSetting('Comfy.NodeLibrary.Bookmarks.V2')
+      ).toEqual([groupNodeBookmarkName])
+      // Verify the bookmark node with the same name is added to the tree
+      expect(await libraryTab.getNode(groupNodeName).count()).not.toBe(0)
+
+      // Unbookmark the node
+      await libraryTab
+        .getNode(groupNodeName)
+        .locator('.bookmark-button')
+        .first()
+        .click()
+
+      // Verify the node is removed from the bookmarks tab
+      expect(
+        await comfyPage.getSetting('Comfy.NodeLibrary.Bookmarks.V2')
+      ).toHaveLength(0)
+      await comfyPage.setSetting('Comfy.NodeLibrary.Bookmarks.V2', [])
+    })
+
+    test('Displays preview on bookmark hover', async ({ comfyPage }) => {
+      await libraryTab.getFolder(groupNodeCategory).click()
+      await libraryTab
+        .getNode(groupNodeName)
+        .locator('.bookmark-button')
+        .first()
+        .click()
+      await comfyPage.page.hover('.p-tree-node-label.tree-explorer-node-label')
+      expect(await comfyPage.page.isVisible('.node-lib-node-preview')).toBe(
+        true
+      )
+      await libraryTab
+        .getNode(groupNodeName)
+        .locator('.bookmark-button')
+        .first()
+        .click()
+      await comfyPage.setSetting('Comfy.NodeLibrary.Bookmarks.V2', [])
+    })
+  })
+
+  test('Can be added to canvas using search', async ({ comfyPage }) => {
+    const groupNodeName = 'DefautWorkflowGroupNode'
+    await comfyPage.convertAllNodesToGroupNode(groupNodeName)
+    await comfyPage.doubleClickCanvas()
+    await comfyPage.nextFrame()
+    await comfyPage.searchBox.fillAndSelectFirstNode(groupNodeName)
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'group-node-copy-added-from-search.png'
+    )
+  })
+
+  test('Displays tooltip on title hover', async ({ comfyPage }) => {
+    await comfyPage.convertAllNodesToGroupNode('Group Node')
+    await comfyPage.page.mouse.move(47, 173)
+    const tooltipTimeout = 500
+    await comfyPage.page.waitForTimeout(tooltipTimeout + 16)
+    await expect(comfyPage.page.locator('.node-tooltip')).toBeVisible()
+  })
+
+  test('Reconnects inputs after configuration changed via manage dialog save', async ({
+    comfyPage
+  }) => {
+    const expectSingleNode = async (type: string) => {
+      const nodes = await comfyPage.getNodeRefsByType(type)
+      expect(nodes).toHaveLength(1)
+      return nodes[0]
+    }
+    const latent = await expectSingleNode('EmptyLatentImage')
+    const sampler = await expectSingleNode('KSampler')
+    // Remove existing link
+    const samplerInput = await sampler.getInput(0)
+    await samplerInput.removeLinks()
+    // Group latent + sampler
+    await latent.click('title', {
+      modifiers: ['Shift']
+    })
+    await sampler.click('title', {
+      modifiers: ['Shift']
+    })
+    const groupNode = await sampler.convertToGroupNode()
+    // Connect node to group
+    const ckpt = await expectSingleNode('CheckpointLoaderSimple')
+    const input = await ckpt.connectOutput(0, groupNode, 0)
+    expect(await input.getLinkCount()).toBe(1)
+    // Modify the group node via manage dialog
+    const manage = await groupNode.manageGroupNode()
+    await manage.selectNode('KSampler')
+    await manage.changeTab('Inputs')
+    await manage.setLabel('model', 'test')
+    await manage.save()
+    await manage.close()
+    // Ensure the link is still present
+    expect(await input.getLinkCount()).toBe(1)
+  })
+})

browser_tests/helpers/manageGroupNode.ts

@@ -0,0 +1,37 @@
+import { Locator, Page } from '@playwright/test'
+export class ManageGroupNode {
+  footer: Locator
+
+  constructor(
+    readonly page: Page,
+    readonly root: Locator
+  ) {
+    this.footer = root.locator('footer')
+  }
+
+  async setLabel(name: string, label: string) {
+    const active = this.root.locator('.comfy-group-manage-node-page.active')
+    const input = active.getByPlaceholder(name)
+    await input.fill(label)
+  }
+
+  async save() {
+    await this.footer.getByText('Save').click()
+  }
+
+  async close() {
+    await this.footer.getByText('Close').click()
+  }
+
+  async selectNode(name: string) {
+    const list = this.root.locator('.comfy-group-manage-list-items')
+    const item = list.getByText(name)
+    await item.click()
+  }
+
+  async changeTab(name: 'Inputs' | 'Widgets' | 'Outputs') {
+    const header = this.root.locator('.comfy-group-manage-node header')
+    const tab = header.getByText(name)
+    await tab.click()
+  }
+}

browser_tests/interaction.spec.ts

@@ -1,54 +1,392 @@
-import { expect } from '@playwright/test';
-import { comfyPageFixture as test } from './ComfyPage';
+import { expect } from '@playwright/test'
+import { comfyPageFixture as test } from './ComfyPage'
 
 test.describe('Node Interaction', () => {
   test('Can enter prompt', async ({ comfyPage }) => {
-    const textBox = comfyPage.widgetTextBox;
-    await textBox.click();
-    await textBox.fill('Hello World');
-    await expect(textBox).toHaveValue('Hello World');
-    await textBox.fill('Hello World 2');
-    await expect(textBox).toHaveValue('Hello World 2');
-  });
+    const textBox = comfyPage.widgetTextBox
+    await textBox.click()
+    await textBox.fill('Hello World')
+    await expect(textBox).toHaveValue('Hello World')
+    await textBox.fill('Hello World 2')
+    await expect(textBox).toHaveValue('Hello World 2')
+  })
 
   test('Can highlight selected', async ({ comfyPage }) => {
-    await expect(comfyPage.canvas).toHaveScreenshot('default.png');
-    await comfyPage.clickTextEncodeNode1();
-    await expect(comfyPage.canvas).toHaveScreenshot('selected-node1.png');
-    await comfyPage.clickTextEncodeNode2();
-    await expect(comfyPage.canvas).toHaveScreenshot('selected-node2.png');
-  });
+    await expect(comfyPage.canvas).toHaveScreenshot('default.png')
+    await comfyPage.clickTextEncodeNode1()
+    await expect(comfyPage.canvas).toHaveScreenshot('selected-node1.png')
+    await comfyPage.clickTextEncodeNode2()
+    await expect(comfyPage.canvas).toHaveScreenshot('selected-node2.png')
+  })
 
-  // Flaky. See https://github.com/comfyanonymous/ComfyUI/issues/3866
-  test.skip('Can drag node', async ({ comfyPage }) => {
-    await comfyPage.dragNode2();
-    await expect(comfyPage.canvas).toHaveScreenshot('dragged-node1.png');
-  });
+  test('Can drag node', async ({ comfyPage }) => {
+    await comfyPage.dragNode2()
+    await expect(comfyPage.canvas).toHaveScreenshot('dragged-node1.png')
+  })
 
-  test('Can disconnect/connect edge', async ({ comfyPage }) => {
-    await comfyPage.disconnectEdge();
-    await expect(comfyPage.canvas).toHaveScreenshot('disconnected-edge-with-menu.png');
-    await comfyPage.connectEdge();
-    // Litegraph renders edge with a slight offset.
-    await expect(comfyPage.canvas).toHaveScreenshot('default.png', { maxDiffPixels: 50 });
-  });
+  test.describe('Edge Interaction', () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.setSetting('Comfy.LinkRelease.Action', 'no action')
+      await comfyPage.setSetting('Comfy.LinkRelease.ActionShift', 'no action')
+    })
+
+    test('Can disconnect/connect edge', async ({ comfyPage }) => {
+      await comfyPage.disconnectEdge()
+      await expect(comfyPage.canvas).toHaveScreenshot('disconnected-edge.png')
+      await comfyPage.connectEdge()
+      // Litegraph renders edge with a slight offset.
+      await expect(comfyPage.canvas).toHaveScreenshot('default.png', {
+        maxDiffPixels: 50
+      })
+    })
+
+    // Chromium 2x cannot move link.
+    // See https://github.com/Comfy-Org/ComfyUI_frontend/actions/runs/10876381315/job/30176211513
+    test.skip('Can move link', async ({ comfyPage }) => {
+      await comfyPage.dragAndDrop(
+        comfyPage.clipTextEncodeNode1InputSlot,
+        comfyPage.emptySpace
+      )
+      await expect(comfyPage.canvas).toHaveScreenshot('disconnected-edge.png')
+      await comfyPage.dragAndDrop(
+        comfyPage.clipTextEncodeNode2InputSlot,
+        comfyPage.clipTextEncodeNode1InputSlot
+      )
+      await expect(comfyPage.canvas).toHaveScreenshot('moved-link.png')
+    })
+
+    // Copy link is not working on CI at all
+    // Chromium 2x recognize it as dragging canvas.
+    // Chromium triggers search box after link release. The link is indeed copied.
+    // See https://github.com/Comfy-Org/ComfyUI_frontend/actions/runs/10876381315/job/30176211513
+    test.skip('Can copy link by shift-drag existing link', async ({
+      comfyPage
+    }) => {
+      await comfyPage.dragAndDrop(
+        comfyPage.clipTextEncodeNode1InputSlot,
+        comfyPage.emptySpace
+      )
+      await expect(comfyPage.canvas).toHaveScreenshot('disconnected-edge.png')
+      await comfyPage.page.keyboard.down('Shift')
+      await comfyPage.dragAndDrop(
+        comfyPage.clipTextEncodeNode2InputLinkPath,
+        comfyPage.clipTextEncodeNode1InputSlot
+      )
+      await comfyPage.page.keyboard.up('Shift')
+      await expect(comfyPage.canvas).toHaveScreenshot('copied-link.png')
+    })
+  })
 
   test('Can adjust widget value', async ({ comfyPage }) => {
-    await comfyPage.adjustWidgetValue();
-    await expect(comfyPage.canvas).toHaveScreenshot('adjusted-widget-value.png');
-  });
-});
+    await comfyPage.adjustWidgetValue()
+    await expect(comfyPage.canvas).toHaveScreenshot('adjusted-widget-value.png')
+  })
+
+  test('Link snap to slot', async ({ comfyPage }) => {
+    await comfyPage.loadWorkflow('snap_to_slot')
+    await expect(comfyPage.canvas).toHaveScreenshot('snap_to_slot.png')
+
+    const outputSlotPos = {
+      x: 406,
+      y: 333
+    }
+    const samplerNodeCenterPos = {
+      x: 748,
+      y: 77
+    }
+    await comfyPage.dragAndDrop(outputSlotPos, samplerNodeCenterPos)
+
+    await expect(comfyPage.canvas).toHaveScreenshot('snap_to_slot_linked.png')
+  })
+
+  test('Can batch move links by drag with shift', async ({ comfyPage }) => {
+    await comfyPage.loadWorkflow('batch_move_links')
+    await expect(comfyPage.canvas).toHaveScreenshot('batch_move_links.png')
+
+    const outputSlot1Pos = {
+      x: 304,
+      y: 127
+    }
+    const outputSlot2Pos = {
+      x: 307,
+      y: 310
+    }
+
+    await comfyPage.page.keyboard.down('Shift')
+    await comfyPage.dragAndDrop(outputSlot1Pos, outputSlot2Pos)
+    await comfyPage.page.keyboard.up('Shift')
+
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'batch_move_links_moved.png'
+    )
+  })
+
+  test('Can batch disconnect links with ctrl+alt+click', async ({
+    comfyPage
+  }) => {
+    const loadCheckpointClipSlotPos = {
+      x: 332,
+      y: 508
+    }
+    await comfyPage.canvas.click({
+      modifiers: ['Control', 'Alt'],
+      position: loadCheckpointClipSlotPos
+    })
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'batch-disconnect-links-disconnected.png'
+    )
+  })
+
+  test('Can toggle dom widget node open/closed', async ({ comfyPage }) => {
+    await expect(comfyPage.canvas).toHaveScreenshot('default.png')
+    await comfyPage.clickTextEncodeNodeToggler()
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'text-encode-toggled-off.png'
+    )
+    await comfyPage.delay(1000)
+    await comfyPage.clickTextEncodeNodeToggler()
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'text-encode-toggled-back-open.png'
+    )
+  })
+
+  test('Can close prompt dialog with canvas click (number widget)', async ({
+    comfyPage
+  }) => {
+    const numberWidgetPos = {
+      x: 724,
+      y: 645
+    }
+    await comfyPage.canvas.click({
+      position: numberWidgetPos
+    })
+    await expect(comfyPage.canvas).toHaveScreenshot('prompt-dialog-opened.png')
+    // Wait for 1s so that it does not trigger the search box by double click.
+    await comfyPage.page.waitForTimeout(1000)
+    await comfyPage.canvas.click({
+      position: {
+        x: 10,
+        y: 10
+      }
+    })
+    await expect(comfyPage.canvas).toHaveScreenshot('prompt-dialog-closed.png')
+  })
+
+  test('Can close prompt dialog with canvas click (text widget)', async ({
+    comfyPage
+  }) => {
+    const textWidgetPos = {
+      x: 167,
+      y: 143
+    }
+    await comfyPage.loadWorkflow('single_save_image_node')
+    await comfyPage.canvas.click({
+      position: textWidgetPos
+    })
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'prompt-dialog-opened-text.png'
+    )
+    await comfyPage.page.waitForTimeout(1000)
+    await comfyPage.canvas.click({
+      position: {
+        x: 10,
+        y: 10
+      }
+    })
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'prompt-dialog-closed-text.png'
+    )
+  })
+
+  test('Can double click node title to edit', async ({ comfyPage }) => {
+    await comfyPage.loadWorkflow('single_ksampler')
+    await comfyPage.canvas.dblclick({
+      position: {
+        x: 50,
+        y: 10
+      }
+    })
+    await comfyPage.page.keyboard.type('Hello World')
+    await comfyPage.page.keyboard.press('Enter')
+    await expect(comfyPage.canvas).toHaveScreenshot('node-title-edited.png')
+  })
+
+  test('Double click node body does not trigger edit', async ({
+    comfyPage
+  }) => {
+    await comfyPage.loadWorkflow('single_ksampler')
+    await comfyPage.canvas.dblclick({
+      position: {
+        x: 50,
+        y: 50
+      }
+    })
+    expect(await comfyPage.page.locator('.node-title-editor').count()).toBe(0)
+  })
+
+  test('Can group selected nodes', async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.GroupSelectedNodes.Padding', 10)
+    await comfyPage.select2Nodes()
+    await comfyPage.page.keyboard.down('Control')
+    await comfyPage.page.keyboard.press('KeyG')
+    await comfyPage.page.keyboard.up('Control')
+    await comfyPage.nextFrame()
+    // Confirm group title
+    await comfyPage.page.keyboard.press('Enter')
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot('group-selected-nodes.png')
+  })
+
+  // Somehow this test fails on GitHub Actions. It works locally.
+  // https://github.com/Comfy-Org/ComfyUI_frontend/pull/736
+  test.skip('Can pin/unpin nodes with keyboard shortcut', async ({
+    comfyPage
+  }) => {
+    await comfyPage.select2Nodes()
+    await comfyPage.canvas.press('KeyP')
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot('nodes-pinned.png')
+    await comfyPage.canvas.press('KeyP')
+    await comfyPage.nextFrame()
+    await expect(comfyPage.canvas).toHaveScreenshot('nodes-unpinned.png')
+  })
+})
+
+test.describe('Group Interaction', () => {
+  test('Can double click group title to edit', async ({ comfyPage }) => {
+    await comfyPage.loadWorkflow('single_group')
+    await comfyPage.canvas.dblclick({
+      position: {
+        x: 50,
+        y: 10
+      }
+    })
+    await comfyPage.page.keyboard.type('Hello World')
+    await comfyPage.page.keyboard.press('Enter')
+    await expect(comfyPage.canvas).toHaveScreenshot('group-title-edited.png')
+  })
+})
 
 test.describe('Canvas Interaction', () => {
   test('Can zoom in/out', async ({ comfyPage }) => {
-    await comfyPage.zoom(-100);
-    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-in.png');
-    await comfyPage.zoom(200);
-    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-out.png');
-  });
+    await comfyPage.zoom(-100)
+    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-in.png')
+    await comfyPage.zoom(200)
+    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-out.png')
+  })
+
+  test('Can zoom very far out', async ({ comfyPage }) => {
+    await comfyPage.zoom(100, 12)
+    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-very-far-out.png')
+    await comfyPage.zoom(-100, 12)
+    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-back-in.png')
+  })
+
+  test('Can zoom in/out with ctrl+shift+vertical-drag', async ({
+    comfyPage
+  }) => {
+    await comfyPage.page.keyboard.down('Control')
+    await comfyPage.page.keyboard.down('Shift')
+    await comfyPage.dragAndDrop({ x: 10, y: 100 }, { x: 10, y: 40 })
+    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-in-ctrl-shift.png')
+    await comfyPage.dragAndDrop({ x: 10, y: 40 }, { x: 10, y: 160 })
+    await expect(comfyPage.canvas).toHaveScreenshot('zoomed-out-ctrl-shift.png')
+    await comfyPage.dragAndDrop({ x: 10, y: 280 }, { x: 10, y: 220 })
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'zoomed-default-ctrl-shift.png'
+    )
+    await comfyPage.page.keyboard.up('Control')
+    await comfyPage.page.keyboard.up('Shift')
+  })
+
+  test('Can zoom in/out after decreasing canvas zoom speed setting', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.Graph.ZoomSpeed', 1.05)
+    await comfyPage.zoom(-100, 4)
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'zoomed-in-low-zoom-speed.png'
+    )
+    await comfyPage.zoom(100, 8)
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'zoomed-out-low-zoom-speed.png'
+    )
+    await comfyPage.setSetting('Comfy.Graph.ZoomSpeed', 1.1)
+  })
+
+  test('Can zoom in/out after increasing canvas zoom speed', async ({
+    comfyPage
+  }) => {
+    await comfyPage.setSetting('Comfy.Graph.ZoomSpeed', 1.5)
+    await comfyPage.zoom(-100, 4)
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'zoomed-in-high-zoom-speed.png'
+    )
+    await comfyPage.zoom(100, 8)
+    await expect(comfyPage.canvas).toHaveScreenshot(
+      'zoomed-out-high-zoom-speed.png'
+    )
+    await comfyPage.setSetting('Comfy.Graph.ZoomSpeed', 1.1)
+  })
 
   test('Can pan', async ({ comfyPage }) => {
-    await comfyPage.pan({ x: 200, y: 200 });
-    await expect(comfyPage.canvas).toHaveScreenshot('panned.png');
-  });
-});
+    await comfyPage.pan({ x: 200, y: 200 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned.png')
+  })
+
+  test('Can pan very far and back', async ({ comfyPage }) => {
+    // intentionally slice the edge of where the clip text encode dom widgets are
+    await comfyPage.pan({ x: -800, y: -300 }, { x: 1000, y: 10 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-step-one.png')
+    await comfyPage.pan({ x: -200, y: 0 }, { x: 1000, y: 10 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-step-two.png')
+    await comfyPage.pan({ x: -2200, y: -2200 }, { x: 1000, y: 10 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-far-away.png')
+    await comfyPage.pan({ x: 2200, y: 2200 }, { x: 1000, y: 10 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-back-from-far.png')
+    await comfyPage.pan({ x: 200, y: 0 }, { x: 1000, y: 10 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-back-to-two.png')
+    await comfyPage.pan({ x: 800, y: 300 }, { x: 1000, y: 10 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-back-to-one.png')
+  })
+
+  test('@mobile Can pan with touch', async ({ comfyPage }) => {
+    await comfyPage.closeMenu()
+    await comfyPage.panWithTouch({ x: 200, y: 200 })
+    await expect(comfyPage.canvas).toHaveScreenshot('panned-touch.png')
+  })
+})
+
+test.describe('Widget Interaction', () => {
+  test('Undo text input', async ({ comfyPage }) => {
+    const textBox = comfyPage.widgetTextBox
+    await textBox.click()
+    await textBox.fill('')
+    await expect(textBox).toHaveValue('')
+    await textBox.fill('Hello World')
+    await expect(textBox).toHaveValue('Hello World')
+    await comfyPage.ctrlZ()
+    await expect(textBox).toHaveValue('')
+  })
+
+  test('Undo attention edit', async ({ comfyPage }) => {
+    await comfyPage.setSetting('Comfy.EditAttention.Delta', 0.05)
+    const textBox = comfyPage.widgetTextBox
+    await textBox.click()
+    await textBox.fill('1girl')
+    await expect(textBox).toHaveValue('1girl')
+    await textBox.selectText()
+    await comfyPage.ctrlArrowUp()
+    await expect(textBox).toHaveValue('(1girl:1.05)')
+    await comfyPage.ctrlZ()
+    await expect(textBox).toHaveValue('1girl')
+  })
+})
+
+test.describe('Load workflow', () => {
+  test('Can load workflow with string node id', async ({ comfyPage }) => {
+    await comfyPage.loadWorkflow('string_node_id')
+    await expect(comfyPage.canvas).toHaveScreenshot('string_node_id.png')
+  })
+})