diff --git a/.github/workflows/test-browser.yml b/.github/workflows/test-launch.yml
similarity index 50%
rename from .github/workflows/test-browser.yml
rename to .github/workflows/test-launch.yml
index ce0bc37a..42f1dbe9 100644
--- a/.github/workflows/test-browser.yml
+++ b/.github/workflows/test-launch.yml
@@ -1,10 +1,4 @@
-# This is a temporary action during frontend TS migration.
-# This file should be removed after TS migration is completed.
-# The browser test is here to ensure TS repo is working the same way as the
-# current JS code.
-# If you are adding UI feature, please sync your changes to the TS repo:
-# huchenlei/ComfyUI_frontend and update test expectation files accordingly.
-name: Playwright Browser Tests CI
+name: Test server launches without errors
on:
push:
@@ -21,15 +15,6 @@ jobs:
with:
repository: "comfyanonymous/ComfyUI"
path: "ComfyUI"
- - name: Checkout ComfyUI_frontend
- uses: actions/checkout@v4
- with:
- repository: "huchenlei/ComfyUI_frontend"
- path: "ComfyUI_frontend"
- ref: "fcc54d803e5b6a9b08a462a1d94899318c96dcbb"
- - uses: actions/setup-node@v3
- with:
- node-version: lts/*
- uses: actions/setup-python@v4
with:
python-version: '3.8'
@@ -45,16 +30,6 @@ jobs:
python main.py --cpu 2>&1 | tee console_output.log &
wait-for-it --service 127.0.0.1:8188 -t 600
working-directory: ComfyUI
- - name: Install ComfyUI_frontend dependencies
- run: |
- npm ci
- working-directory: ComfyUI_frontend
- - name: Install Playwright Browsers
- run: npx playwright install --with-deps
- working-directory: ComfyUI_frontend
- - name: Run Playwright tests
- run: npx playwright test
- working-directory: ComfyUI_frontend
- name: Check for unhandled exceptions in server log
run: |
if grep -qE "Exception|Error" console_output.log; then
@@ -62,12 +37,6 @@ jobs:
exit 1
fi
working-directory: ComfyUI
- - uses: actions/upload-artifact@v4
- if: always()
- with:
- name: playwright-report
- path: ComfyUI_frontend/playwright-report/
- retention-days: 30
- uses: actions/upload-artifact@v4
if: always()
with:
diff --git a/.github/workflows/test-ui.yaml b/.github/workflows/test-ui.yaml
deleted file mode 100644
index d947e9d5..00000000
--- a/.github/workflows/test-ui.yaml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: Tests CI
-
-on: [push, pull_request]
-
-jobs:
- test:
- runs-on: ubuntu-latest
- steps:
- - uses: actions/checkout@v4
- - uses: actions/setup-node@v3
- with:
- node-version: 18
- - 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
- - name: Run Tests
- run: |
- npm ci
- npm run test:generate
- npm test -- --verbose
- working-directory: ./tests-ui
- - name: Run Unit Tests
- run: |
- pip install -r tests-unit/requirements.txt
- python -m pytest tests-unit
diff --git a/tests-ui/.gitignore b/tests-ui/.gitignore
deleted file mode 100644
index b512c09d..00000000
--- a/tests-ui/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-node_modules
\ No newline at end of file
diff --git a/tests-ui/afterSetup.js b/tests-ui/afterSetup.js
deleted file mode 100644
index 983f3af6..00000000
--- a/tests-ui/afterSetup.js
+++ /dev/null
@@ -1,9 +0,0 @@
-const { start } = require("./utils");
-const lg = require("./utils/litegraph");
-
-// Load things once per test file before to ensure its all warmed up for the tests
-beforeAll(async () => {
- lg.setup(global);
- await start({ resetEnv: true });
- lg.teardown(global);
-});
diff --git a/tests-ui/babel.config.json b/tests-ui/babel.config.json
deleted file mode 100644
index f27d6c39..00000000
--- a/tests-ui/babel.config.json
+++ /dev/null
@@ -1,4 +0,0 @@
-{
- "presets": ["@babel/preset-env"],
- "plugins": ["babel-plugin-transform-import-meta"]
-}
diff --git a/tests-ui/globalSetup.js b/tests-ui/globalSetup.js
deleted file mode 100644
index b9d97f58..00000000
--- a/tests-ui/globalSetup.js
+++ /dev/null
@@ -1,14 +0,0 @@
-module.exports = async function () {
- global.ResizeObserver = class ResizeObserver {
- observe() {}
- unobserve() {}
- disconnect() {}
- };
-
- const { nop } = require("./utils/nopProxy");
- global.enableWebGLCanvas = nop;
-
- HTMLCanvasElement.prototype.getContext = nop;
-
- localStorage["Comfy.Settings.Comfy.Logging.Enabled"] = "false";
-};
diff --git a/tests-ui/jest.config.js b/tests-ui/jest.config.js
deleted file mode 100644
index 86fff505..00000000
--- a/tests-ui/jest.config.js
+++ /dev/null
@@ -1,11 +0,0 @@
-/** @type {import('jest').Config} */
-const config = {
- testEnvironment: "jsdom",
- setupFiles: ["./globalSetup.js"],
- setupFilesAfterEnv: ["./afterSetup.js"],
- clearMocks: true,
- resetModules: true,
- testTimeout: 10000
-};
-
-module.exports = config;
diff --git a/tests-ui/package-lock.json b/tests-ui/package-lock.json
deleted file mode 100644
index 0f409ca2..00000000
--- a/tests-ui/package-lock.json
+++ /dev/null
@@ -1,5586 +0,0 @@
-{
- "name": "comfui-tests",
- "version": "1.0.0",
- "lockfileVersion": 3,
- "requires": true,
- "packages": {
- "": {
- "name": "comfui-tests",
- "version": "1.0.0",
- "license": "GPL-3.0",
- "devDependencies": {
- "@babel/preset-env": "^7.22.20",
- "@types/jest": "^29.5.5",
- "babel-plugin-transform-import-meta": "^2.2.1",
- "jest": "^29.7.0",
- "jest-environment-jsdom": "^29.7.0"
- }
- },
- "node_modules/@ampproject/remapping": {
- "version": "2.2.1",
- "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
- "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
- "dev": true,
- "dependencies": {
- "@jridgewell/gen-mapping": "^0.3.0",
- "@jridgewell/trace-mapping": "^0.3.9"
- },
- "engines": {
- "node": ">=6.0.0"
- }
- },
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- "engines": {
- "node": ">=10"
- },
- "funding": {
- "url": "https://github.com/sponsors/sindresorhus"
- }
- }
- }
-}
diff --git a/tests-ui/package.json b/tests-ui/package.json
deleted file mode 100644
index ae7e4908..00000000
--- a/tests-ui/package.json
+++ /dev/null
@@ -1,31 +0,0 @@
-{
- "name": "comfui-tests",
- "version": "1.0.0",
- "description": "UI tests",
- "main": "index.js",
- "scripts": {
- "test": "jest",
- "test:generate": "node setup.js"
- },
- "repository": {
- "type": "git",
- "url": "git+https://github.com/comfyanonymous/ComfyUI.git"
- },
- "keywords": [
- "comfyui",
- "test"
- ],
- "author": "comfyanonymous",
- "license": "GPL-3.0",
- "bugs": {
- "url": "https://github.com/comfyanonymous/ComfyUI/issues"
- },
- "homepage": "https://github.com/comfyanonymous/ComfyUI#readme",
- "devDependencies": {
- "@babel/preset-env": "^7.22.20",
- "@types/jest": "^29.5.5",
- "babel-plugin-transform-import-meta": "^2.2.1",
- "jest": "^29.7.0",
- "jest-environment-jsdom": "^29.7.0"
- }
-}
diff --git a/tests-ui/setup.js b/tests-ui/setup.js
deleted file mode 100644
index 8bbd9dcd..00000000
--- a/tests-ui/setup.js
+++ /dev/null
@@ -1,88 +0,0 @@
-const { spawn } = require("child_process");
-const { resolve } = require("path");
-const { existsSync, mkdirSync, writeFileSync } = require("fs");
-const http = require("http");
-
-async function setup() {
- // Wait up to 30s for it to start
- let success = false;
- let child;
- for (let i = 0; i < 30; i++) {
- try {
- await new Promise((res, rej) => {
- http
- .get("http://127.0.0.1:8188/object_info", (resp) => {
- let data = "";
- resp.on("data", (chunk) => {
- data += chunk;
- });
- resp.on("end", () => {
- // Modify the response data to add some checkpoints
- const objectInfo = JSON.parse(data);
- objectInfo.CheckpointLoaderSimple.input.required.ckpt_name[0] = ["model1.safetensors", "model2.ckpt"];
- objectInfo.VAELoader.input.required.vae_name[0] = ["vae1.safetensors", "vae2.ckpt"];
-
- data = JSON.stringify(objectInfo, undefined, "\t");
-
- const outDir = resolve("./data");
- if (!existsSync(outDir)) {
- mkdirSync(outDir);
- }
-
- const outPath = resolve(outDir, "object_info.json");
- console.log(`Writing ${Object.keys(objectInfo).length} nodes to ${outPath}`);
- writeFileSync(outPath, data, {
- encoding: "utf8",
- });
- res();
- });
- })
- .on("error", rej);
- });
- success = true;
- break;
- } catch (error) {
- console.log(i + "/30", error);
- if (i === 0) {
- // Start the server on first iteration if it fails to connect
- console.log("Starting ComfyUI server...");
-
- let python = resolve("../../python_embeded/python.exe");
- let args;
- let cwd;
- if (existsSync(python)) {
- args = ["-s", "ComfyUI/main.py"];
- cwd = "../..";
- } else {
- python = "python";
- args = ["main.py"];
- cwd = "..";
- }
- args.push("--cpu");
- console.log(python, ...args);
- child = spawn(python, args, { cwd });
- child.on("error", (err) => {
- console.log(`Server error (${err})`);
- i = 30;
- });
- child.on("exit", (code) => {
- if (!success) {
- console.log(`Server exited (${code})`);
- i = 30;
- }
- });
- }
- await new Promise((r) => {
- setTimeout(r, 1000);
- });
- }
- }
-
- child?.kill();
-
- if (!success) {
- throw new Error("Waiting for server failed...");
- }
-}
-
- setup();
\ No newline at end of file
diff --git a/tests-ui/tests/extensions.test.js b/tests-ui/tests/extensions.test.js
deleted file mode 100644
index 159e5113..00000000
--- a/tests-ui/tests/extensions.test.js
+++ /dev/null
@@ -1,196 +0,0 @@
-// @ts-check
-///
-const { start } = require("../utils");
-const lg = require("../utils/litegraph");
-
-describe("extensions", () => {
- beforeEach(() => {
- lg.setup(global);
- });
-
- afterEach(() => {
- lg.teardown(global);
- });
-
- it("calls each extension hook", async () => {
- const mockExtension = {
- name: "TestExtension",
- init: jest.fn(),
- setup: jest.fn(),
- addCustomNodeDefs: jest.fn(),
- getCustomWidgets: jest.fn(),
- beforeRegisterNodeDef: jest.fn(),
- registerCustomNodes: jest.fn(),
- loadedGraphNode: jest.fn(),
- nodeCreated: jest.fn(),
- beforeConfigureGraph: jest.fn(),
- afterConfigureGraph: jest.fn(),
- };
-
- const { app, ez, graph } = await start({
- async preSetup(app) {
- app.registerExtension(mockExtension);
- },
- });
-
- // Basic initialisation hooks should be called once, with app
- expect(mockExtension.init).toHaveBeenCalledTimes(1);
- expect(mockExtension.init).toHaveBeenCalledWith(app);
-
- // Adding custom node defs should be passed the full list of nodes
- expect(mockExtension.addCustomNodeDefs).toHaveBeenCalledTimes(1);
- expect(mockExtension.addCustomNodeDefs.mock.calls[0][1]).toStrictEqual(app);
- const defs = mockExtension.addCustomNodeDefs.mock.calls[0][0];
- expect(defs).toHaveProperty("KSampler");
- expect(defs).toHaveProperty("LoadImage");
-
- // Get custom widgets is called once and should return new widget types
- expect(mockExtension.getCustomWidgets).toHaveBeenCalledTimes(1);
- expect(mockExtension.getCustomWidgets).toHaveBeenCalledWith(app);
-
- // Before register node def will be called once per node type
- const nodeNames = Object.keys(defs);
- const nodeCount = nodeNames.length;
- expect(mockExtension.beforeRegisterNodeDef).toHaveBeenCalledTimes(nodeCount);
- for (let i = 0; i < 10; i++) {
- // It should be send the JS class and the original JSON definition
- const nodeClass = mockExtension.beforeRegisterNodeDef.mock.calls[i][0];
- const nodeDef = mockExtension.beforeRegisterNodeDef.mock.calls[i][1];
-
- expect(nodeClass.name).toBe("ComfyNode");
- expect(nodeClass.comfyClass).toBe(nodeNames[i]);
- expect(nodeDef.name).toBe(nodeNames[i]);
- expect(nodeDef).toHaveProperty("input");
- expect(nodeDef).toHaveProperty("output");
- }
-
- // Register custom nodes is called once after registerNode defs to allow adding other frontend nodes
- expect(mockExtension.registerCustomNodes).toHaveBeenCalledTimes(1);
-
- // Before configure graph will be called here as the default graph is being loaded
- expect(mockExtension.beforeConfigureGraph).toHaveBeenCalledTimes(1);
- // it gets sent the graph data that is going to be loaded
- const graphData = mockExtension.beforeConfigureGraph.mock.calls[0][0];
-
- // A node created is fired for each node constructor that is called
- expect(mockExtension.nodeCreated).toHaveBeenCalledTimes(graphData.nodes.length);
- for (let i = 0; i < graphData.nodes.length; i++) {
- expect(mockExtension.nodeCreated.mock.calls[i][0].type).toBe(graphData.nodes[i].type);
- }
-
- // Each node then calls loadedGraphNode to allow them to be updated
- expect(mockExtension.loadedGraphNode).toHaveBeenCalledTimes(graphData.nodes.length);
- for (let i = 0; i < graphData.nodes.length; i++) {
- expect(mockExtension.loadedGraphNode.mock.calls[i][0].type).toBe(graphData.nodes[i].type);
- }
-
- // After configure is then called once all the setup is done
- expect(mockExtension.afterConfigureGraph).toHaveBeenCalledTimes(1);
-
- expect(mockExtension.setup).toHaveBeenCalledTimes(1);
- expect(mockExtension.setup).toHaveBeenCalledWith(app);
-
- // Ensure hooks are called in the correct order
- const callOrder = [
- "init",
- "addCustomNodeDefs",
- "getCustomWidgets",
- "beforeRegisterNodeDef",
- "registerCustomNodes",
- "beforeConfigureGraph",
- "nodeCreated",
- "loadedGraphNode",
- "afterConfigureGraph",
- "setup",
- ];
- for (let i = 1; i < callOrder.length; i++) {
- const fn1 = mockExtension[callOrder[i - 1]];
- const fn2 = mockExtension[callOrder[i]];
- expect(fn1.mock.invocationCallOrder[0]).toBeLessThan(fn2.mock.invocationCallOrder[0]);
- }
-
- graph.clear();
-
- // Ensure adding a new node calls the correct callback
- ez.LoadImage();
- expect(mockExtension.loadedGraphNode).toHaveBeenCalledTimes(graphData.nodes.length);
- expect(mockExtension.nodeCreated).toHaveBeenCalledTimes(graphData.nodes.length + 1);
- expect(mockExtension.nodeCreated.mock.lastCall[0].type).toBe("LoadImage");
-
- // Reload the graph to ensure correct hooks are fired
- await graph.reload();
-
- // These hooks should not be fired again
- expect(mockExtension.init).toHaveBeenCalledTimes(1);
- expect(mockExtension.addCustomNodeDefs).toHaveBeenCalledTimes(1);
- expect(mockExtension.getCustomWidgets).toHaveBeenCalledTimes(1);
- expect(mockExtension.registerCustomNodes).toHaveBeenCalledTimes(1);
- expect(mockExtension.beforeRegisterNodeDef).toHaveBeenCalledTimes(nodeCount);
- expect(mockExtension.setup).toHaveBeenCalledTimes(1);
-
- // These should be called again
- expect(mockExtension.beforeConfigureGraph).toHaveBeenCalledTimes(2);
- expect(mockExtension.nodeCreated).toHaveBeenCalledTimes(graphData.nodes.length + 2);
- expect(mockExtension.loadedGraphNode).toHaveBeenCalledTimes(graphData.nodes.length + 1);
- expect(mockExtension.afterConfigureGraph).toHaveBeenCalledTimes(2);
- }, 15000);
-
- it("allows custom nodeDefs and widgets to be registered", async () => {
- const widgetMock = jest.fn((node, inputName, inputData, app) => {
- expect(node.constructor.comfyClass).toBe("TestNode");
- expect(inputName).toBe("test_input");
- expect(inputData[0]).toBe("CUSTOMWIDGET");
- expect(inputData[1]?.hello).toBe("world");
- expect(app).toStrictEqual(app);
-
- return {
- widget: node.addWidget("button", inputName, "hello", () => {}),
- };
- });
-
- // Register our extension that adds a custom node + widget type
- const mockExtension = {
- name: "TestExtension",
- addCustomNodeDefs: (nodeDefs) => {
- nodeDefs["TestNode"] = {
- output: [],
- output_name: [],
- output_is_list: [],
- name: "TestNode",
- display_name: "TestNode",
- category: "Test",
- input: {
- required: {
- test_input: ["CUSTOMWIDGET", { hello: "world" }],
- },
- },
- };
- },
- getCustomWidgets: jest.fn(() => {
- return {
- CUSTOMWIDGET: widgetMock,
- };
- }),
- };
-
- const { graph, ez } = await start({
- async preSetup(app) {
- app.registerExtension(mockExtension);
- },
- });
-
- expect(mockExtension.getCustomWidgets).toBeCalledTimes(1);
-
- graph.clear();
- expect(widgetMock).toBeCalledTimes(0);
- const node = ez.TestNode();
- expect(widgetMock).toBeCalledTimes(1);
-
- // Ensure our custom widget is created
- expect(node.inputs.length).toBe(0);
- expect(node.widgets.length).toBe(1);
- const w = node.widgets[0].widget;
- expect(w.name).toBe("test_input");
- expect(w.type).toBe("button");
- });
-});
diff --git a/tests-ui/tests/groupNode.test.js b/tests-ui/tests/groupNode.test.js
deleted file mode 100644
index 53a5828d..00000000
--- a/tests-ui/tests/groupNode.test.js
+++ /dev/null
@@ -1,1005 +0,0 @@
-// @ts-check
-///
-
-const { start, createDefaultWorkflow, getNodeDef, checkBeforeAndAfterReload } = require("../utils");
-const lg = require("../utils/litegraph");
-
-describe("group node", () => {
- beforeEach(() => {
- lg.setup(global);
- });
-
- afterEach(() => {
- lg.teardown(global);
- });
-
- /**
- *
- * @param {*} app
- * @param {*} graph
- * @param {*} name
- * @param {*} nodes
- * @returns { Promise> }
- */
- async function convertToGroup(app, graph, name, nodes) {
- // Select the nodes we are converting
- for (const n of nodes) {
- n.select(true);
- }
-
- expect(Object.keys(app.canvas.selected_nodes).sort((a, b) => +a - +b)).toEqual(
- nodes.map((n) => n.id + "").sort((a, b) => +a - +b)
- );
-
- global.prompt = jest.fn().mockImplementation(() => name);
- const groupNode = await nodes[0].menu["Convert to Group Node"].call(false);
-
- // Check group name was requested
- expect(window.prompt).toHaveBeenCalled();
-
- // Ensure old nodes are removed
- for (const n of nodes) {
- expect(n.isRemoved).toBeTruthy();
- }
-
- expect(groupNode.type).toEqual("workflow/" + name);
-
- return graph.find(groupNode);
- }
-
- /**
- * @param { Record | number[] } idMap
- * @param { Record> } valueMap
- */
- function getOutput(idMap = {}, valueMap = {}) {
- if (idMap instanceof Array) {
- idMap = idMap.reduce((p, n) => {
- p[n] = n + "";
- return p;
- }, {});
- }
- const expected = {
- 1: { inputs: { ckpt_name: "model1.safetensors", ...valueMap?.[1] }, class_type: "CheckpointLoaderSimple" },
- 2: { inputs: { text: "positive", clip: ["1", 1], ...valueMap?.[2] }, class_type: "CLIPTextEncode" },
- 3: { inputs: { text: "negative", clip: ["1", 1], ...valueMap?.[3] }, class_type: "CLIPTextEncode" },
- 4: { inputs: { width: 512, height: 512, batch_size: 1, ...valueMap?.[4] }, class_type: "EmptyLatentImage" },
- 5: {
- inputs: {
- seed: 0,
- steps: 20,
- cfg: 8,
- sampler_name: "euler",
- scheduler: "normal",
- denoise: 1,
- model: ["1", 0],
- positive: ["2", 0],
- negative: ["3", 0],
- latent_image: ["4", 0],
- ...valueMap?.[5],
- },
- class_type: "KSampler",
- },
- 6: { inputs: { samples: ["5", 0], vae: ["1", 2], ...valueMap?.[6] }, class_type: "VAEDecode" },
- 7: { inputs: { filename_prefix: "ComfyUI", images: ["6", 0], ...valueMap?.[7] }, class_type: "SaveImage" },
- };
-
- // Map old IDs to new at the top level
- const mapped = {};
- for (const oldId in idMap) {
- mapped[idMap[oldId]] = expected[oldId];
- delete expected[oldId];
- }
- Object.assign(mapped, expected);
-
- // Map old IDs to new inside links
- for (const k in mapped) {
- for (const input in mapped[k].inputs) {
- const v = mapped[k].inputs[input];
- if (v instanceof Array) {
- if (v[0] in idMap) {
- v[0] = idMap[v[0]] + "";
- }
- }
- }
- }
-
- return mapped;
- }
-
- test("can be created from selected nodes", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const group = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg, nodes.empty]);
-
- // Ensure links are now to the group node
- expect(group.inputs).toHaveLength(2);
- expect(group.outputs).toHaveLength(3);
-
- expect(group.inputs.map((i) => i.input.name)).toEqual(["clip", "CLIPTextEncode clip"]);
- expect(group.outputs.map((i) => i.output.name)).toEqual(["LATENT", "CONDITIONING", "CLIPTextEncode CONDITIONING"]);
-
- // ckpt clip to both clip inputs on the group
- expect(nodes.ckpt.outputs.CLIP.connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [group.id, 0],
- [group.id, 1],
- ]);
-
- // group conditioning to sampler
- expect(group.outputs["CONDITIONING"].connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [nodes.sampler.id, 1],
- ]);
- // group conditioning 2 to sampler
- expect(
- group.outputs["CLIPTextEncode CONDITIONING"].connections.map((t) => [t.targetNode.id, t.targetInput.index])
- ).toEqual([[nodes.sampler.id, 2]]);
- // group latent to sampler
- expect(group.outputs["LATENT"].connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [nodes.sampler.id, 3],
- ]);
- });
-
- test("maintains all output links on conversion", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const save2 = ez.SaveImage(...nodes.decode.outputs);
- const save3 = ez.SaveImage(...nodes.decode.outputs);
- // Ensure an output with multiple links maintains them on convert to group
- const group = await convertToGroup(app, graph, "test", [nodes.sampler, nodes.decode]);
- expect(group.outputs[0].connections.length).toBe(3);
- expect(group.outputs[0].connections[0].targetNode.id).toBe(nodes.save.id);
- expect(group.outputs[0].connections[1].targetNode.id).toBe(save2.id);
- expect(group.outputs[0].connections[2].targetNode.id).toBe(save3.id);
-
- // and they're still linked when converting back to nodes
- const newNodes = group.menu["Convert to nodes"].call();
- const decode = graph.find(newNodes.find((n) => n.type === "VAEDecode"));
- expect(decode.outputs[0].connections.length).toBe(3);
- expect(decode.outputs[0].connections[0].targetNode.id).toBe(nodes.save.id);
- expect(decode.outputs[0].connections[1].targetNode.id).toBe(save2.id);
- expect(decode.outputs[0].connections[2].targetNode.id).toBe(save3.id);
- });
- test("can be be converted back to nodes", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const toConvert = [nodes.pos, nodes.neg, nodes.empty, nodes.sampler];
- const group = await convertToGroup(app, graph, "test", toConvert);
-
- // Edit some values to ensure they are set back onto the converted nodes
- expect(group.widgets["text"].value).toBe("positive");
- group.widgets["text"].value = "pos";
- expect(group.widgets["CLIPTextEncode text"].value).toBe("negative");
- group.widgets["CLIPTextEncode text"].value = "neg";
- expect(group.widgets["width"].value).toBe(512);
- group.widgets["width"].value = 1024;
- expect(group.widgets["sampler_name"].value).toBe("euler");
- group.widgets["sampler_name"].value = "ddim";
- expect(group.widgets["control_after_generate"].value).toBe("randomize");
- group.widgets["control_after_generate"].value = "fixed";
-
- /** @type { Array } */
- group.menu["Convert to nodes"].call();
-
- // ensure widget values are set
- const pos = graph.find(nodes.pos.id);
- expect(pos.node.type).toBe("CLIPTextEncode");
- expect(pos.widgets["text"].value).toBe("pos");
- const neg = graph.find(nodes.neg.id);
- expect(neg.node.type).toBe("CLIPTextEncode");
- expect(neg.widgets["text"].value).toBe("neg");
- const empty = graph.find(nodes.empty.id);
- expect(empty.node.type).toBe("EmptyLatentImage");
- expect(empty.widgets["width"].value).toBe(1024);
- const sampler = graph.find(nodes.sampler.id);
- expect(sampler.node.type).toBe("KSampler");
- expect(sampler.widgets["sampler_name"].value).toBe("ddim");
- expect(sampler.widgets["control_after_generate"].value).toBe("fixed");
-
- // validate links
- expect(nodes.ckpt.outputs.CLIP.connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [pos.id, 0],
- [neg.id, 0],
- ]);
-
- expect(pos.outputs["CONDITIONING"].connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [nodes.sampler.id, 1],
- ]);
-
- expect(neg.outputs["CONDITIONING"].connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [nodes.sampler.id, 2],
- ]);
-
- expect(empty.outputs["LATENT"].connections.map((t) => [t.targetNode.id, t.targetInput.index])).toEqual([
- [nodes.sampler.id, 3],
- ]);
- });
- test("it can embed reroutes as inputs", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- // Add and connect a reroute to the clip text encodes
- const reroute = ez.Reroute();
- nodes.ckpt.outputs.CLIP.connectTo(reroute.inputs[0]);
- reroute.outputs[0].connectTo(nodes.pos.inputs[0]);
- reroute.outputs[0].connectTo(nodes.neg.inputs[0]);
-
- // Convert to group and ensure we only have 1 input of the correct type
- const group = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg, nodes.empty, reroute]);
- expect(group.inputs).toHaveLength(1);
- expect(group.inputs[0].input.type).toEqual("CLIP");
-
- expect((await graph.toPrompt()).output).toEqual(getOutput());
- });
- test("it can embed reroutes as outputs", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- // Add a reroute with no output so we output IMAGE even though its used internally
- const reroute = ez.Reroute();
- nodes.decode.outputs.IMAGE.connectTo(reroute.inputs[0]);
-
- // Convert to group and ensure there is an IMAGE output
- const group = await convertToGroup(app, graph, "test", [nodes.decode, nodes.save, reroute]);
- expect(group.outputs).toHaveLength(1);
- expect(group.outputs[0].output.type).toEqual("IMAGE");
- expect((await graph.toPrompt()).output).toEqual(getOutput([nodes.decode.id, nodes.save.id]));
- });
- test("it can embed reroutes as pipes", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- // Use reroutes as a pipe
- const rerouteModel = ez.Reroute();
- const rerouteClip = ez.Reroute();
- const rerouteVae = ez.Reroute();
- nodes.ckpt.outputs.MODEL.connectTo(rerouteModel.inputs[0]);
- nodes.ckpt.outputs.CLIP.connectTo(rerouteClip.inputs[0]);
- nodes.ckpt.outputs.VAE.connectTo(rerouteVae.inputs[0]);
-
- const group = await convertToGroup(app, graph, "test", [rerouteModel, rerouteClip, rerouteVae]);
-
- expect(group.outputs).toHaveLength(3);
- expect(group.outputs.map((o) => o.output.type)).toEqual(["MODEL", "CLIP", "VAE"]);
-
- expect(group.outputs).toHaveLength(3);
- expect(group.outputs.map((o) => o.output.type)).toEqual(["MODEL", "CLIP", "VAE"]);
-
- group.outputs[0].connectTo(nodes.sampler.inputs.model);
- group.outputs[1].connectTo(nodes.pos.inputs.clip);
- group.outputs[1].connectTo(nodes.neg.inputs.clip);
- });
- test("can handle reroutes used internally", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- let reroutes = [];
- let prevNode = nodes.ckpt;
- for (let i = 0; i < 5; i++) {
- const reroute = ez.Reroute();
- prevNode.outputs[0].connectTo(reroute.inputs[0]);
- prevNode = reroute;
- reroutes.push(reroute);
- }
- prevNode.outputs[0].connectTo(nodes.sampler.inputs.model);
-
- const group = await convertToGroup(app, graph, "test", [...reroutes, ...Object.values(nodes)]);
- expect((await graph.toPrompt()).output).toEqual(getOutput());
-
- group.menu["Convert to nodes"].call();
- expect((await graph.toPrompt()).output).toEqual(getOutput());
- });
- test("creates with widget values from inner nodes", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- nodes.ckpt.widgets.ckpt_name.value = "model2.ckpt";
- nodes.pos.widgets.text.value = "hello";
- nodes.neg.widgets.text.value = "world";
- nodes.empty.widgets.width.value = 256;
- nodes.empty.widgets.height.value = 1024;
- nodes.sampler.widgets.seed.value = 1;
- nodes.sampler.widgets.control_after_generate.value = "increment";
- nodes.sampler.widgets.steps.value = 8;
- nodes.sampler.widgets.cfg.value = 4.5;
- nodes.sampler.widgets.sampler_name.value = "uni_pc";
- nodes.sampler.widgets.scheduler.value = "karras";
- nodes.sampler.widgets.denoise.value = 0.9;
-
- const group = await convertToGroup(app, graph, "test", [
- nodes.ckpt,
- nodes.pos,
- nodes.neg,
- nodes.empty,
- nodes.sampler,
- ]);
-
- expect(group.widgets["ckpt_name"].value).toEqual("model2.ckpt");
- expect(group.widgets["text"].value).toEqual("hello");
- expect(group.widgets["CLIPTextEncode text"].value).toEqual("world");
- expect(group.widgets["width"].value).toEqual(256);
- expect(group.widgets["height"].value).toEqual(1024);
- expect(group.widgets["seed"].value).toEqual(1);
- expect(group.widgets["control_after_generate"].value).toEqual("increment");
- expect(group.widgets["steps"].value).toEqual(8);
- expect(group.widgets["cfg"].value).toEqual(4.5);
- expect(group.widgets["sampler_name"].value).toEqual("uni_pc");
- expect(group.widgets["scheduler"].value).toEqual("karras");
- expect(group.widgets["denoise"].value).toEqual(0.9);
-
- expect((await graph.toPrompt()).output).toEqual(
- getOutput([nodes.ckpt.id, nodes.pos.id, nodes.neg.id, nodes.empty.id, nodes.sampler.id], {
- [nodes.ckpt.id]: { ckpt_name: "model2.ckpt" },
- [nodes.pos.id]: { text: "hello" },
- [nodes.neg.id]: { text: "world" },
- [nodes.empty.id]: { width: 256, height: 1024 },
- [nodes.sampler.id]: {
- seed: 1,
- steps: 8,
- cfg: 4.5,
- sampler_name: "uni_pc",
- scheduler: "karras",
- denoise: 0.9,
- },
- })
- );
- });
- test("group inputs can be reroutes", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const group = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg]);
-
- const reroute = ez.Reroute();
- nodes.ckpt.outputs.CLIP.connectTo(reroute.inputs[0]);
-
- reroute.outputs[0].connectTo(group.inputs[0]);
- reroute.outputs[0].connectTo(group.inputs[1]);
-
- expect((await graph.toPrompt()).output).toEqual(getOutput([nodes.pos.id, nodes.neg.id]));
- });
- test("group outputs can be reroutes", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const group = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg]);
-
- const reroute1 = ez.Reroute();
- const reroute2 = ez.Reroute();
- group.outputs[0].connectTo(reroute1.inputs[0]);
- group.outputs[1].connectTo(reroute2.inputs[0]);
-
- reroute1.outputs[0].connectTo(nodes.sampler.inputs.positive);
- reroute2.outputs[0].connectTo(nodes.sampler.inputs.negative);
-
- expect((await graph.toPrompt()).output).toEqual(getOutput([nodes.pos.id, nodes.neg.id]));
- });
- test("groups can connect to each other", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const group1 = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg]);
- const group2 = await convertToGroup(app, graph, "test2", [nodes.empty, nodes.sampler]);
-
- group1.outputs[0].connectTo(group2.inputs["positive"]);
- group1.outputs[1].connectTo(group2.inputs["negative"]);
-
- expect((await graph.toPrompt()).output).toEqual(
- getOutput([nodes.pos.id, nodes.neg.id, nodes.empty.id, nodes.sampler.id])
- );
- });
- test("groups can connect to each other via internal reroutes", async () => {
- const { ez, graph, app } = await start();
-
- const latent = ez.EmptyLatentImage();
- const vae = ez.VAELoader();
- const latentReroute = ez.Reroute();
- const vaeReroute = ez.Reroute();
-
- latent.outputs[0].connectTo(latentReroute.inputs[0]);
- vae.outputs[0].connectTo(vaeReroute.inputs[0]);
-
- const group1 = await convertToGroup(app, graph, "test", [latentReroute, vaeReroute]);
- group1.menu.Clone.call();
- expect(app.graph._nodes).toHaveLength(4);
- const group2 = graph.find(app.graph._nodes[3]);
- expect(group2.node.type).toEqual("workflow/test");
- expect(group2.id).not.toEqual(group1.id);
-
- group1.outputs.VAE.connectTo(group2.inputs.VAE);
- group1.outputs.LATENT.connectTo(group2.inputs.LATENT);
-
- const decode = ez.VAEDecode(group2.outputs.LATENT, group2.outputs.VAE);
- const preview = ez.PreviewImage(decode.outputs[0]);
-
- const output = {
- [latent.id]: { inputs: { width: 512, height: 512, batch_size: 1 }, class_type: "EmptyLatentImage" },
- [vae.id]: { inputs: { vae_name: "vae1.safetensors" }, class_type: "VAELoader" },
- [decode.id]: { inputs: { samples: [latent.id + "", 0], vae: [vae.id + "", 0] }, class_type: "VAEDecode" },
- [preview.id]: { inputs: { images: [decode.id + "", 0] }, class_type: "PreviewImage" },
- };
- expect((await graph.toPrompt()).output).toEqual(output);
-
- // Ensure missing connections dont cause errors
- group2.inputs.VAE.disconnect();
- delete output[decode.id].inputs.vae;
- expect((await graph.toPrompt()).output).toEqual(output);
- });
- test("displays generated image on group node", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- let group = await convertToGroup(app, graph, "test", [
- nodes.pos,
- nodes.neg,
- nodes.empty,
- nodes.sampler,
- nodes.decode,
- nodes.save,
- ]);
-
- const { api } = require("../../web/scripts/api");
-
- api.dispatchEvent(new CustomEvent("execution_start", {}));
- api.dispatchEvent(new CustomEvent("executing", { detail: `${nodes.save.id}` }));
- // Event should be forwarded to group node id
- expect(+app.runningNodeId).toEqual(group.id);
- expect(group.node["imgs"]).toBeFalsy();
- api.dispatchEvent(
- new CustomEvent("executed", {
- detail: {
- node: `${nodes.save.id}`,
- output: {
- images: [
- {
- filename: "test.png",
- type: "output",
- },
- ],
- },
- },
- })
- );
-
- // Trigger paint
- group.node.onDrawBackground?.(app.canvas.ctx, app.canvas.canvas);
-
- expect(group.node["images"]).toEqual([
- {
- filename: "test.png",
- type: "output",
- },
- ]);
-
- // Reload
- const workflow = JSON.stringify((await graph.toPrompt()).workflow);
- await app.loadGraphData(JSON.parse(workflow));
- group = graph.find(group);
-
- // Trigger inner nodes to get created
- group.node["getInnerNodes"]();
-
- // Check it works for internal node ids
- api.dispatchEvent(new CustomEvent("execution_start", {}));
- api.dispatchEvent(new CustomEvent("executing", { detail: `${group.id}:5` }));
- // Event should be forwarded to group node id
- expect(+app.runningNodeId).toEqual(group.id);
- expect(group.node["imgs"]).toBeFalsy();
- api.dispatchEvent(
- new CustomEvent("executed", {
- detail: {
- node: `${group.id}:5`,
- output: {
- images: [
- {
- filename: "test2.png",
- type: "output",
- },
- ],
- },
- },
- })
- );
-
- // Trigger paint
- group.node.onDrawBackground?.(app.canvas.ctx, app.canvas.canvas);
-
- expect(group.node["images"]).toEqual([
- {
- filename: "test2.png",
- type: "output",
- },
- ]);
- });
- test("allows widgets to be converted to inputs", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- const group = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg]);
- group.widgets[0].convertToInput();
-
- const primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(group.inputs["text"]);
- primitive.widgets[0].value = "hello";
-
- expect((await graph.toPrompt()).output).toEqual(
- getOutput([nodes.pos.id, nodes.neg.id], {
- [nodes.pos.id]: { text: "hello" },
- })
- );
- });
- test("can be copied", async () => {
- const { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- const group1 = await convertToGroup(app, graph, "test", [
- nodes.pos,
- nodes.neg,
- nodes.empty,
- nodes.sampler,
- nodes.decode,
- nodes.save,
- ]);
-
- group1.widgets["text"].value = "hello";
- group1.widgets["width"].value = 256;
- group1.widgets["seed"].value = 1;
-
- // Clone the node
- group1.menu.Clone.call();
- expect(app.graph._nodes).toHaveLength(3);
- const group2 = graph.find(app.graph._nodes[2]);
- expect(group2.node.type).toEqual("workflow/test");
- expect(group2.id).not.toEqual(group1.id);
-
- // Reconnect ckpt
- nodes.ckpt.outputs.MODEL.connectTo(group2.inputs["model"]);
- nodes.ckpt.outputs.CLIP.connectTo(group2.inputs["clip"]);
- nodes.ckpt.outputs.CLIP.connectTo(group2.inputs["CLIPTextEncode clip"]);
- nodes.ckpt.outputs.VAE.connectTo(group2.inputs["vae"]);
-
- group2.widgets["text"].value = "world";
- group2.widgets["width"].value = 1024;
- group2.widgets["seed"].value = 100;
-
- let i = 0;
- expect((await graph.toPrompt()).output).toEqual({
- ...getOutput([nodes.empty.id, nodes.pos.id, nodes.neg.id, nodes.sampler.id, nodes.decode.id, nodes.save.id], {
- [nodes.empty.id]: { width: 256 },
- [nodes.pos.id]: { text: "hello" },
- [nodes.sampler.id]: { seed: 1 },
- }),
- ...getOutput(
- {
- [nodes.empty.id]: `${group2.id}:${i++}`,
- [nodes.pos.id]: `${group2.id}:${i++}`,
- [nodes.neg.id]: `${group2.id}:${i++}`,
- [nodes.sampler.id]: `${group2.id}:${i++}`,
- [nodes.decode.id]: `${group2.id}:${i++}`,
- [nodes.save.id]: `${group2.id}:${i++}`,
- },
- {
- [nodes.empty.id]: { width: 1024 },
- [nodes.pos.id]: { text: "world" },
- [nodes.sampler.id]: { seed: 100 },
- }
- ),
- });
-
- graph.arrange();
- });
- test("is embedded in workflow", async () => {
- let { ez, graph, app } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
- let group = await convertToGroup(app, graph, "test", [nodes.pos, nodes.neg]);
- const workflow = JSON.stringify((await graph.toPrompt()).workflow);
-
- // Clear the environment
- ({ ez, graph, app } = await start({
- resetEnv: true,
- }));
- // Ensure the node isnt registered
- expect(() => ez["workflow/test"]).toThrow();
-
- // Reload the workflow
- await app.loadGraphData(JSON.parse(workflow));
-
- // Ensure the node is found
- group = graph.find(group);
-
- // Generate prompt and ensure it is as expected
- expect((await graph.toPrompt()).output).toEqual(
- getOutput({
- [nodes.pos.id]: `${group.id}:0`,
- [nodes.neg.id]: `${group.id}:1`,
- })
- );
- });
- test("shows missing node error on missing internal node when loading graph data", async () => {
- const { graph } = await start();
-
- const dialogShow = jest.spyOn(graph.app.ui.dialog, "show");
- await graph.app.loadGraphData({
- last_node_id: 3,
- last_link_id: 1,
- nodes: [
- {
- id: 3,
- type: "workflow/testerror",
- },
- ],
- links: [],
- groups: [],
- config: {},
- extra: {
- groupNodes: {
- testerror: {
- nodes: [
- {
- type: "NotKSampler",
- },
- {
- type: "NotVAEDecode",
- },
- ],
- },
- },
- },
- });
-
- expect(dialogShow).toBeCalledTimes(1);
- const call = dialogShow.mock.calls[0][0].innerHTML;
- expect(call).toContain("the following node types were not found");
- expect(call).toContain("NotKSampler");
- expect(call).toContain("NotVAEDecode");
- expect(call).toContain("workflow/testerror");
- });
- test("maintains widget inputs on conversion back to nodes", async () => {
- const { ez, graph, app } = await start();
- let pos = ez.CLIPTextEncode({ text: "positive" });
- pos.node.title = "Positive";
- let neg = ez.CLIPTextEncode({ text: "negative" });
- neg.node.title = "Negative";
- pos.widgets.text.convertToInput();
- neg.widgets.text.convertToInput();
-
- let primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(pos.inputs.text);
- primitive.outputs[0].connectTo(neg.inputs.text);
-
- const group = await convertToGroup(app, graph, "test", [pos, neg, primitive]);
- // This will use a primitive widget named 'value'
- expect(group.widgets.length).toBe(1);
- expect(group.widgets["value"].value).toBe("positive");
-
- const newNodes = group.menu["Convert to nodes"].call();
- pos = graph.find(newNodes.find((n) => n.title === "Positive"));
- neg = graph.find(newNodes.find((n) => n.title === "Negative"));
- primitive = graph.find(newNodes.find((n) => n.type === "PrimitiveNode"));
-
- expect(pos.inputs).toHaveLength(2);
- expect(neg.inputs).toHaveLength(2);
- expect(primitive.outputs[0].connections).toHaveLength(2);
-
- expect((await graph.toPrompt()).output).toEqual({
- 1: { inputs: { text: "positive" }, class_type: "CLIPTextEncode" },
- 2: { inputs: { text: "positive" }, class_type: "CLIPTextEncode" },
- });
- });
- test("correctly handles widget inputs", async () => {
- const { ez, graph, app } = await start();
- const upscaleMethods = (await getNodeDef("ImageScaleBy")).input.required["upscale_method"][0];
-
- const image = ez.LoadImage();
- const scale1 = ez.ImageScaleBy(image.outputs[0]);
- const scale2 = ez.ImageScaleBy(image.outputs[0]);
- const preview1 = ez.PreviewImage(scale1.outputs[0]);
- const preview2 = ez.PreviewImage(scale2.outputs[0]);
- scale1.widgets.upscale_method.value = upscaleMethods[1];
- scale1.widgets.upscale_method.convertToInput();
-
- const group = await convertToGroup(app, graph, "test", [scale1, scale2]);
- expect(group.inputs.length).toBe(3);
- expect(group.inputs[0].input.type).toBe("IMAGE");
- expect(group.inputs[1].input.type).toBe("IMAGE");
- expect(group.inputs[2].input.type).toBe("COMBO");
-
- // Ensure links are maintained
- expect(group.inputs[0].connection?.originNode?.id).toBe(image.id);
- expect(group.inputs[1].connection?.originNode?.id).toBe(image.id);
- expect(group.inputs[2].connection).toBeFalsy();
-
- // Ensure primitive gets correct type
- const primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(group.inputs[2]);
- expect(primitive.widgets.value.widget.options.values).toBe(upscaleMethods);
- expect(primitive.widgets.value.value).toBe(upscaleMethods[1]); // Ensure value is copied
- primitive.widgets.value.value = upscaleMethods[1];
-
- await checkBeforeAndAfterReload(graph, async (r) => {
- const scale1id = r ? `${group.id}:0` : scale1.id;
- const scale2id = r ? `${group.id}:1` : scale2.id;
- // Ensure widget value is applied to prompt
- expect((await graph.toPrompt()).output).toStrictEqual({
- [image.id]: { inputs: { image: "example.png", upload: "image" }, class_type: "LoadImage" },
- [scale1id]: {
- inputs: { upscale_method: upscaleMethods[1], scale_by: 1, image: [`${image.id}`, 0] },
- class_type: "ImageScaleBy",
- },
- [scale2id]: {
- inputs: { upscale_method: "nearest-exact", scale_by: 1, image: [`${image.id}`, 0] },
- class_type: "ImageScaleBy",
- },
- [preview1.id]: { inputs: { images: [`${scale1id}`, 0] }, class_type: "PreviewImage" },
- [preview2.id]: { inputs: { images: [`${scale2id}`, 0] }, class_type: "PreviewImage" },
- });
- });
- });
- test("adds widgets in node execution order", async () => {
- const { ez, graph, app } = await start();
- const scale = ez.LatentUpscale();
- const save = ez.SaveImage();
- const empty = ez.EmptyLatentImage();
- const decode = ez.VAEDecode();
-
- scale.outputs.LATENT.connectTo(decode.inputs.samples);
- decode.outputs.IMAGE.connectTo(save.inputs.images);
- empty.outputs.LATENT.connectTo(scale.inputs.samples);
-
- const group = await convertToGroup(app, graph, "test", [scale, save, empty, decode]);
- const widgets = group.widgets.map((w) => w.widget.name);
- expect(widgets).toStrictEqual([
- "width",
- "height",
- "batch_size",
- "upscale_method",
- "LatentUpscale width",
- "LatentUpscale height",
- "crop",
- "filename_prefix",
- ]);
- });
- test("adds output for external links when converting to group", async () => {
- const { ez, graph, app } = await start();
- const img = ez.EmptyLatentImage();
- let decode = ez.VAEDecode(...img.outputs);
- const preview1 = ez.PreviewImage(...decode.outputs);
- const preview2 = ez.PreviewImage(...decode.outputs);
-
- const group = await convertToGroup(app, graph, "test", [img, decode, preview1]);
-
- // Ensure we have an output connected to the 2nd preview node
- expect(group.outputs.length).toBe(1);
- expect(group.outputs[0].connections.length).toBe(1);
- expect(group.outputs[0].connections[0].targetNode.id).toBe(preview2.id);
-
- // Convert back and ensure bothe previews are still connected
- group.menu["Convert to nodes"].call();
- decode = graph.find(decode);
- expect(decode.outputs[0].connections.length).toBe(2);
- expect(decode.outputs[0].connections[0].targetNode.id).toBe(preview1.id);
- expect(decode.outputs[0].connections[1].targetNode.id).toBe(preview2.id);
- });
- test("adds output for external links when converting to group when nodes are not in execution order", async () => {
- const { ez, graph, app } = await start();
- const sampler = ez.KSampler();
- const ckpt = ez.CheckpointLoaderSimple();
- const empty = ez.EmptyLatentImage();
- const pos = ez.CLIPTextEncode(ckpt.outputs.CLIP, { text: "positive" });
- const neg = ez.CLIPTextEncode(ckpt.outputs.CLIP, { text: "negative" });
- const decode1 = ez.VAEDecode(sampler.outputs.LATENT, ckpt.outputs.VAE);
- const save = ez.SaveImage(decode1.outputs.IMAGE);
- ckpt.outputs.MODEL.connectTo(sampler.inputs.model);
- pos.outputs.CONDITIONING.connectTo(sampler.inputs.positive);
- neg.outputs.CONDITIONING.connectTo(sampler.inputs.negative);
- empty.outputs.LATENT.connectTo(sampler.inputs.latent_image);
-
- const encode = ez.VAEEncode(decode1.outputs.IMAGE);
- const vae = ez.VAELoader();
- const decode2 = ez.VAEDecode(encode.outputs.LATENT, vae.outputs.VAE);
- const preview = ez.PreviewImage(decode2.outputs.IMAGE);
- vae.outputs.VAE.connectTo(encode.inputs.vae);
-
- const group = await convertToGroup(app, graph, "test", [vae, decode1, encode, sampler]);
-
- expect(group.outputs.length).toBe(3);
- expect(group.outputs[0].output.name).toBe("VAE");
- expect(group.outputs[0].output.type).toBe("VAE");
- expect(group.outputs[1].output.name).toBe("IMAGE");
- expect(group.outputs[1].output.type).toBe("IMAGE");
- expect(group.outputs[2].output.name).toBe("LATENT");
- expect(group.outputs[2].output.type).toBe("LATENT");
-
- expect(group.outputs[0].connections.length).toBe(1);
- expect(group.outputs[0].connections[0].targetNode.id).toBe(decode2.id);
- expect(group.outputs[0].connections[0].targetInput.index).toBe(1);
-
- expect(group.outputs[1].connections.length).toBe(1);
- expect(group.outputs[1].connections[0].targetNode.id).toBe(save.id);
- expect(group.outputs[1].connections[0].targetInput.index).toBe(0);
-
- expect(group.outputs[2].connections.length).toBe(1);
- expect(group.outputs[2].connections[0].targetNode.id).toBe(decode2.id);
- expect(group.outputs[2].connections[0].targetInput.index).toBe(0);
-
- expect((await graph.toPrompt()).output).toEqual({
- ...getOutput({ 1: ckpt.id, 2: pos.id, 3: neg.id, 4: empty.id, 5: sampler.id, 6: decode1.id, 7: save.id }),
- [vae.id]: { inputs: { vae_name: "vae1.safetensors" }, class_type: vae.node.type },
- [encode.id]: { inputs: { pixels: ["6", 0], vae: [vae.id + "", 0] }, class_type: encode.node.type },
- [decode2.id]: { inputs: { samples: [encode.id + "", 0], vae: [vae.id + "", 0] }, class_type: decode2.node.type },
- [preview.id]: { inputs: { images: [decode2.id + "", 0] }, class_type: preview.node.type },
- });
- });
- test("works with IMAGEUPLOAD widget", async () => {
- const { ez, graph, app } = await start();
- const img = ez.LoadImage();
- const preview1 = ez.PreviewImage(img.outputs[0]);
-
- const group = await convertToGroup(app, graph, "test", [img, preview1]);
- const widget = group.widgets["upload"];
- expect(widget).toBeTruthy();
- expect(widget.widget.type).toBe("button");
- });
- test("internal primitive populates widgets for all linked inputs", async () => {
- const { ez, graph, app } = await start();
- const img = ez.LoadImage();
- const scale1 = ez.ImageScale(img.outputs[0]);
- const scale2 = ez.ImageScale(img.outputs[0]);
- ez.PreviewImage(scale1.outputs[0]);
- ez.PreviewImage(scale2.outputs[0]);
-
- scale1.widgets.width.convertToInput();
- scale2.widgets.height.convertToInput();
-
- const primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(scale1.inputs.width);
- primitive.outputs[0].connectTo(scale2.inputs.height);
-
- const group = await convertToGroup(app, graph, "test", [img, primitive, scale1, scale2]);
- group.widgets.value.value = 100;
- expect((await graph.toPrompt()).output).toEqual({
- 1: {
- inputs: { image: img.widgets.image.value, upload: "image" },
- class_type: "LoadImage",
- },
- 2: {
- inputs: { upscale_method: "nearest-exact", width: 100, height: 512, crop: "disabled", image: ["1", 0] },
- class_type: "ImageScale",
- },
- 3: {
- inputs: { upscale_method: "nearest-exact", width: 512, height: 100, crop: "disabled", image: ["1", 0] },
- class_type: "ImageScale",
- },
- 4: { inputs: { images: ["2", 0] }, class_type: "PreviewImage" },
- 5: { inputs: { images: ["3", 0] }, class_type: "PreviewImage" },
- });
- });
- test("primitive control widgets values are copied on convert", async () => {
- const { ez, graph, app } = await start();
- const sampler = ez.KSampler();
- sampler.widgets.seed.convertToInput();
- sampler.widgets.sampler_name.convertToInput();
-
- let p1 = ez.PrimitiveNode();
- let p2 = ez.PrimitiveNode();
- p1.outputs[0].connectTo(sampler.inputs.seed);
- p2.outputs[0].connectTo(sampler.inputs.sampler_name);
-
- p1.widgets.control_after_generate.value = "increment";
- p2.widgets.control_after_generate.value = "decrement";
- p2.widgets.control_filter_list.value = "/.*/";
-
- p2.node.title = "p2";
-
- const group = await convertToGroup(app, graph, "test", [sampler, p1, p2]);
- expect(group.widgets.control_after_generate.value).toBe("increment");
- expect(group.widgets["p2 control_after_generate"].value).toBe("decrement");
- expect(group.widgets["p2 control_filter_list"].value).toBe("/.*/");
-
- group.widgets.control_after_generate.value = "fixed";
- group.widgets["p2 control_after_generate"].value = "randomize";
- group.widgets["p2 control_filter_list"].value = "/.+/";
-
- group.menu["Convert to nodes"].call();
- p1 = graph.find(p1);
- p2 = graph.find(p2);
-
- expect(p1.widgets.control_after_generate.value).toBe("fixed");
- expect(p2.widgets.control_after_generate.value).toBe("randomize");
- expect(p2.widgets.control_filter_list.value).toBe("/.+/");
- });
- test("internal reroutes work with converted inputs and merge options", async () => {
- const { ez, graph, app } = await start();
- const vae = ez.VAELoader();
- const latent = ez.EmptyLatentImage();
- const decode = ez.VAEDecode(latent.outputs.LATENT, vae.outputs.VAE);
- const scale = ez.ImageScale(decode.outputs.IMAGE);
- ez.PreviewImage(scale.outputs.IMAGE);
-
- const r1 = ez.Reroute();
- const r2 = ez.Reroute();
-
- latent.widgets.width.value = 64;
- latent.widgets.height.value = 128;
-
- latent.widgets.width.convertToInput();
- latent.widgets.height.convertToInput();
- latent.widgets.batch_size.convertToInput();
-
- scale.widgets.width.convertToInput();
- scale.widgets.height.convertToInput();
-
- r1.inputs[0].input.label = "hbw";
- r1.outputs[0].connectTo(latent.inputs.height);
- r1.outputs[0].connectTo(latent.inputs.batch_size);
- r1.outputs[0].connectTo(scale.inputs.width);
-
- r2.inputs[0].input.label = "wh";
- r2.outputs[0].connectTo(latent.inputs.width);
- r2.outputs[0].connectTo(scale.inputs.height);
-
- const group = await convertToGroup(app, graph, "test", [r1, r2, latent, decode, scale]);
-
- expect(group.inputs[0].input.type).toBe("VAE");
- expect(group.inputs[1].input.type).toBe("INT");
- expect(group.inputs[2].input.type).toBe("INT");
-
- const p1 = ez.PrimitiveNode();
- const p2 = ez.PrimitiveNode();
- p1.outputs[0].connectTo(group.inputs[1]);
- p2.outputs[0].connectTo(group.inputs[2]);
-
- expect(p1.widgets.value.widget.options?.min).toBe(16); // width/height min
- expect(p1.widgets.value.widget.options?.max).toBe(4096); // batch max
- expect(p1.widgets.value.widget.options?.step).toBe(80); // width/height step * 10
-
- expect(p2.widgets.value.widget.options?.min).toBe(16); // width/height min
- expect(p2.widgets.value.widget.options?.max).toBe(16384); // width/height max
- expect(p2.widgets.value.widget.options?.step).toBe(80); // width/height step * 10
-
- expect(p1.widgets.value.value).toBe(128);
- expect(p2.widgets.value.value).toBe(64);
-
- p1.widgets.value.value = 16;
- p2.widgets.value.value = 32;
-
- await checkBeforeAndAfterReload(graph, async (r) => {
- const id = (v) => (r ? `${group.id}:` : "") + v;
- expect((await graph.toPrompt()).output).toStrictEqual({
- 1: { inputs: { vae_name: "vae1.safetensors" }, class_type: "VAELoader" },
- [id(2)]: { inputs: { width: 32, height: 16, batch_size: 16 }, class_type: "EmptyLatentImage" },
- [id(3)]: { inputs: { samples: [id(2), 0], vae: ["1", 0] }, class_type: "VAEDecode" },
- [id(4)]: {
- inputs: { upscale_method: "nearest-exact", width: 16, height: 32, crop: "disabled", image: [id(3), 0] },
- class_type: "ImageScale",
- },
- 5: { inputs: { images: [id(4), 0] }, class_type: "PreviewImage" },
- });
- });
- });
- test("converted inputs with linked widgets map values correctly on creation", async () => {
- const { ez, graph, app } = await start();
- const k1 = ez.KSampler();
- const k2 = ez.KSampler();
- k1.widgets.seed.convertToInput();
- k2.widgets.seed.convertToInput();
-
- const rr = ez.Reroute();
- rr.outputs[0].connectTo(k1.inputs.seed);
- rr.outputs[0].connectTo(k2.inputs.seed);
-
- const group = await convertToGroup(app, graph, "test", [k1, k2, rr]);
- expect(group.widgets.steps.value).toBe(20);
- expect(group.widgets.cfg.value).toBe(8);
- expect(group.widgets.scheduler.value).toBe("normal");
- expect(group.widgets["KSampler steps"].value).toBe(20);
- expect(group.widgets["KSampler cfg"].value).toBe(8);
- expect(group.widgets["KSampler scheduler"].value).toBe("normal");
- });
- test("allow multiple of the same node type to be added", async () => {
- const { ez, graph, app } = await start();
- const nodes = [...Array(10)].map(() => ez.ImageScaleBy());
- const group = await convertToGroup(app, graph, "test", nodes);
- expect(group.inputs.length).toBe(10);
- expect(group.outputs.length).toBe(10);
- expect(group.widgets.length).toBe(20);
- expect(group.widgets.map((w) => w.widget.name)).toStrictEqual(
- [...Array(10)]
- .map((_, i) => `${i > 0 ? "ImageScaleBy " : ""}${i > 1 ? i + " " : ""}`)
- .flatMap((p) => [`${p}upscale_method`, `${p}scale_by`])
- );
- });
-});
diff --git a/tests-ui/tests/users.test.js b/tests-ui/tests/users.test.js
deleted file mode 100644
index 5e073073..00000000
--- a/tests-ui/tests/users.test.js
+++ /dev/null
@@ -1,295 +0,0 @@
-// @ts-check
-///
-const { start } = require("../utils");
-const lg = require("../utils/litegraph");
-
-describe("users", () => {
- beforeEach(() => {
- lg.setup(global);
- });
-
- afterEach(() => {
- lg.teardown(global);
- });
-
- function expectNoUserScreen() {
- // Ensure login isnt visible
- const selection = document.querySelectorAll("#comfy-user-selection")?.[0];
- expect(selection["style"].display).toBe("none");
- const menu = document.querySelectorAll(".comfy-menu")?.[0];
- expect(window.getComputedStyle(menu)?.display).not.toBe("none");
- }
-
- describe("multi-user", () => {
- function mockAddStylesheet() {
- const utils = require("../../web/scripts/utils");
- utils.addStylesheet = jest.fn().mockReturnValue(Promise.resolve());
- }
-
- async function waitForUserScreenShow() {
- mockAddStylesheet();
-
- // Wait for "show" to be called
- const { UserSelectionScreen } = require("../../web/scripts/ui/userSelection");
- let resolve, reject;
- const fn = UserSelectionScreen.prototype.show;
- const p = new Promise((res, rej) => {
- resolve = res;
- reject = rej;
- });
- jest.spyOn(UserSelectionScreen.prototype, "show").mockImplementation(async (...args) => {
- const res = fn(...args);
- await new Promise(process.nextTick); // wait for promises to resolve
- resolve();
- return res;
- });
- // @ts-ignore
- setTimeout(() => reject("timeout waiting for UserSelectionScreen to be shown."), 500);
- await p;
- await new Promise(process.nextTick); // wait for promises to resolve
- }
-
- async function testUserScreen(onShown, users) {
- if (!users) {
- users = {};
- }
- const starting = start({
- resetEnv: true,
- userConfig: { storage: "server", users },
- });
-
- // Ensure no current user
- expect(localStorage["Comfy.userId"]).toBeFalsy();
- expect(localStorage["Comfy.userName"]).toBeFalsy();
-
- await waitForUserScreenShow();
-
- const selection = document.querySelectorAll("#comfy-user-selection")?.[0];
- expect(selection).toBeTruthy();
-
- // Ensure login is visible
- expect(window.getComputedStyle(selection)?.display).not.toBe("none");
- // Ensure menu is hidden
- const menu = document.querySelectorAll(".comfy-menu")?.[0];
- expect(window.getComputedStyle(menu)?.display).toBe("none");
-
- const isCreate = await onShown(selection);
-
- // Submit form
- selection.querySelectorAll("form")[0].submit();
- await new Promise(process.nextTick); // wait for promises to resolve
-
- // Wait for start
- const s = await starting;
-
- // Ensure login is removed
- expect(document.querySelectorAll("#comfy-user-selection")).toHaveLength(0);
- expect(window.getComputedStyle(menu)?.display).not.toBe("none");
-
- // Ensure settings + templates are saved
- const { api } = require("../../web/scripts/api");
- expect(api.createUser).toHaveBeenCalledTimes(+isCreate);
- expect(api.storeSettings).toHaveBeenCalledTimes(+isCreate);
- expect(api.storeUserData).toHaveBeenCalledTimes(+isCreate);
- if (isCreate) {
- expect(api.storeUserData).toHaveBeenCalledWith("comfy.templates.json", null, { stringify: false });
- expect(s.app.isNewUserSession).toBeTruthy();
- } else {
- expect(s.app.isNewUserSession).toBeFalsy();
- }
-
- return { users, selection, ...s };
- }
-
- it("allows user creation if no users", async () => {
- const { users } = await testUserScreen((selection) => {
- // Ensure we have no users flag added
- expect(selection.classList.contains("no-users")).toBeTruthy();
-
- // Enter a username
- const input = selection.getElementsByTagName("input")[0];
- input.focus();
- input.value = "Test User";
-
- return true;
- });
-
- expect(users).toStrictEqual({
- "Test User!": "Test User",
- });
-
- expect(localStorage["Comfy.userId"]).toBe("Test User!");
- expect(localStorage["Comfy.userName"]).toBe("Test User");
- });
- it("allows user creation if no current user but other users", async () => {
- const users = {
- "Test User 2!": "Test User 2",
- };
-
- await testUserScreen((selection) => {
- expect(selection.classList.contains("no-users")).toBeFalsy();
-
- // Enter a username
- const input = selection.getElementsByTagName("input")[0];
- input.focus();
- input.value = "Test User 3";
- return true;
- }, users);
-
- expect(users).toStrictEqual({
- "Test User 2!": "Test User 2",
- "Test User 3!": "Test User 3",
- });
-
- expect(localStorage["Comfy.userId"]).toBe("Test User 3!");
- expect(localStorage["Comfy.userName"]).toBe("Test User 3");
- });
- it("allows user selection if no current user but other users", async () => {
- const users = {
- "A!": "A",
- "B!": "B",
- "C!": "C",
- };
-
- await testUserScreen((selection) => {
- expect(selection.classList.contains("no-users")).toBeFalsy();
-
- // Check user list
- const select = selection.getElementsByTagName("select")[0];
- const options = select.getElementsByTagName("option");
- expect(
- [...options]
- .filter((o) => !o.disabled)
- .reduce((p, n) => {
- p[n.getAttribute("value")] = n.textContent;
- return p;
- }, {})
- ).toStrictEqual(users);
-
- // Select an option
- select.focus();
- select.value = options[2].value;
-
- return false;
- }, users);
-
- expect(users).toStrictEqual(users);
-
- expect(localStorage["Comfy.userId"]).toBe("B!");
- expect(localStorage["Comfy.userName"]).toBe("B");
- });
- it("doesnt show user screen if current user", async () => {
- const starting = start({
- resetEnv: true,
- userConfig: {
- storage: "server",
- users: {
- "User!": "User",
- },
- },
- localStorage: {
- "Comfy.userId": "User!",
- "Comfy.userName": "User",
- },
- });
- await new Promise(process.nextTick); // wait for promises to resolve
-
- expectNoUserScreen();
-
- await starting;
- });
- it("allows user switching", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: {
- storage: "server",
- users: {
- "User!": "User",
- },
- },
- localStorage: {
- "Comfy.userId": "User!",
- "Comfy.userName": "User",
- },
- });
-
- // cant actually test switching user easily but can check the setting is present
- expect(app.ui.settings.settingsLookup["Comfy.SwitchUser"]).toBeTruthy();
- });
- });
- describe("single-user", () => {
- it("doesnt show user creation if no default user", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: { migrated: false, storage: "server" },
- });
- expectNoUserScreen();
-
- // It should store the settings
- const { api } = require("../../web/scripts/api");
- expect(api.storeSettings).toHaveBeenCalledTimes(1);
- expect(api.storeUserData).toHaveBeenCalledTimes(1);
- expect(api.storeUserData).toHaveBeenCalledWith("comfy.templates.json", null, { stringify: false });
- expect(app.isNewUserSession).toBeTruthy();
- });
- it("doesnt show user creation if default user", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: { migrated: true, storage: "server" },
- });
- expectNoUserScreen();
-
- // It should store the settings
- const { api } = require("../../web/scripts/api");
- expect(api.storeSettings).toHaveBeenCalledTimes(0);
- expect(api.storeUserData).toHaveBeenCalledTimes(0);
- expect(app.isNewUserSession).toBeFalsy();
- });
- it("doesnt allow user switching", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: { migrated: true, storage: "server" },
- });
- expectNoUserScreen();
-
- expect(app.ui.settings.settingsLookup["Comfy.SwitchUser"]).toBeFalsy();
- });
- });
- describe("browser-user", () => {
- it("doesnt show user creation if no default user", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: { migrated: false, storage: "browser" },
- });
- expectNoUserScreen();
-
- // It should store the settings
- const { api } = require("../../web/scripts/api");
- expect(api.storeSettings).toHaveBeenCalledTimes(0);
- expect(api.storeUserData).toHaveBeenCalledTimes(0);
- expect(app.isNewUserSession).toBeFalsy();
- });
- it("doesnt show user creation if default user", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: { migrated: true, storage: "server" },
- });
- expectNoUserScreen();
-
- // It should store the settings
- const { api } = require("../../web/scripts/api");
- expect(api.storeSettings).toHaveBeenCalledTimes(0);
- expect(api.storeUserData).toHaveBeenCalledTimes(0);
- expect(app.isNewUserSession).toBeFalsy();
- });
- it("doesnt allow user switching", async () => {
- const { app } = await start({
- resetEnv: true,
- userConfig: { migrated: true, storage: "browser" },
- });
- expectNoUserScreen();
-
- expect(app.ui.settings.settingsLookup["Comfy.SwitchUser"]).toBeFalsy();
- });
- });
-});
diff --git a/tests-ui/tests/widgetInputs.test.js b/tests-ui/tests/widgetInputs.test.js
deleted file mode 100644
index 67e3fa34..00000000
--- a/tests-ui/tests/widgetInputs.test.js
+++ /dev/null
@@ -1,557 +0,0 @@
-// @ts-check
-///
-
-const {
- start,
- makeNodeDef,
- checkBeforeAndAfterReload,
- assertNotNullOrUndefined,
- createDefaultWorkflow,
-} = require("../utils");
-const lg = require("../utils/litegraph");
-
-/**
- * @typedef { import("../utils/ezgraph") } Ez
- * @typedef { ReturnType["ez"] } EzNodeFactory
- */
-
-/**
- * @param { EzNodeFactory } ez
- * @param { InstanceType } graph
- * @param { InstanceType } input
- * @param { string } widgetType
- * @param { number } controlWidgetCount
- * @returns
- */
-async function connectPrimitiveAndReload(ez, graph, input, widgetType, controlWidgetCount = 0) {
- // Connect to primitive and ensure its still connected after
- let primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(input);
-
- await checkBeforeAndAfterReload(graph, async () => {
- primitive = graph.find(primitive);
- let { connections } = primitive.outputs[0];
- expect(connections).toHaveLength(1);
- expect(connections[0].targetNode.id).toBe(input.node.node.id);
-
- // Ensure widget is correct type
- const valueWidget = primitive.widgets.value;
- expect(valueWidget.widget.type).toBe(widgetType);
-
- // Check if control_after_generate should be added
- if (controlWidgetCount) {
- const controlWidget = primitive.widgets.control_after_generate;
- expect(controlWidget.widget.type).toBe("combo");
- if (widgetType === "combo") {
- const filterWidget = primitive.widgets.control_filter_list;
- expect(filterWidget.widget.type).toBe("string");
- }
- }
-
- // Ensure we dont have other widgets
- expect(primitive.node.widgets).toHaveLength(1 + controlWidgetCount);
- });
-
- return primitive;
-}
-
-describe("widget inputs", () => {
- beforeEach(() => {
- lg.setup(global);
- });
-
- afterEach(() => {
- lg.teardown(global);
- });
-
- [
- { name: "int", type: "INT", widget: "number", control: 1 },
- { name: "float", type: "FLOAT", widget: "number", control: 1 },
- { name: "text", type: "STRING" },
- {
- name: "customtext",
- type: "STRING",
- opt: { multiline: true },
- },
- { name: "toggle", type: "BOOLEAN" },
- { name: "combo", type: ["a", "b", "c"], control: 2 },
- ].forEach((c) => {
- test(`widget conversion + primitive works on ${c.name}`, async () => {
- const { ez, graph } = await start({
- mockNodeDefs: makeNodeDef("TestNode", { [c.name]: [c.type, c.opt ?? {}] }),
- });
-
- // Create test node and convert to input
- const n = ez.TestNode();
- const w = n.widgets[c.name];
- w.convertToInput();
- expect(w.isConvertedToInput).toBeTruthy();
- const input = w.getConvertedInput();
- expect(input).toBeTruthy();
-
- // @ts-ignore : input is valid here
- await connectPrimitiveAndReload(ez, graph, input, c.widget ?? c.name, c.control);
- });
- });
-
- test("converted widget works after reload", async () => {
- const { ez, graph } = await start();
- let n = ez.CheckpointLoaderSimple();
-
- const inputCount = n.inputs.length;
-
- // Convert ckpt name to an input
- n.widgets.ckpt_name.convertToInput();
- expect(n.widgets.ckpt_name.isConvertedToInput).toBeTruthy();
- expect(n.inputs.ckpt_name).toBeTruthy();
- expect(n.inputs.length).toEqual(inputCount + 1);
-
- // Convert back to widget and ensure input is removed
- n.widgets.ckpt_name.convertToWidget();
- expect(n.widgets.ckpt_name.isConvertedToInput).toBeFalsy();
- expect(n.inputs.ckpt_name).toBeFalsy();
- expect(n.inputs.length).toEqual(inputCount);
-
- // Convert again and reload the graph to ensure it maintains state
- n.widgets.ckpt_name.convertToInput();
- expect(n.inputs.length).toEqual(inputCount + 1);
-
- const primitive = await connectPrimitiveAndReload(ez, graph, n.inputs.ckpt_name, "combo", 2);
-
- // Disconnect & reconnect
- primitive.outputs[0].connections[0].disconnect();
- let { connections } = primitive.outputs[0];
- expect(connections).toHaveLength(0);
-
- primitive.outputs[0].connectTo(n.inputs.ckpt_name);
- ({ connections } = primitive.outputs[0]);
- expect(connections).toHaveLength(1);
- expect(connections[0].targetNode.id).toBe(n.node.id);
-
- // Convert back to widget and ensure input is removed
- n.widgets.ckpt_name.convertToWidget();
- expect(n.widgets.ckpt_name.isConvertedToInput).toBeFalsy();
- expect(n.inputs.ckpt_name).toBeFalsy();
- expect(n.inputs.length).toEqual(inputCount);
- });
-
- test("converted widget works on clone", async () => {
- const { graph, ez } = await start();
- let n = ez.CheckpointLoaderSimple();
-
- // Convert the widget to an input
- n.widgets.ckpt_name.convertToInput();
- expect(n.widgets.ckpt_name.isConvertedToInput).toBeTruthy();
-
- // Clone the node
- n.menu["Clone"].call();
- expect(graph.nodes).toHaveLength(2);
- const clone = graph.nodes[1];
- expect(clone.id).not.toEqual(n.id);
-
- // Ensure the clone has an input
- expect(clone.widgets.ckpt_name.isConvertedToInput).toBeTruthy();
- expect(clone.inputs.ckpt_name).toBeTruthy();
-
- // Ensure primitive connects to both nodes
- let primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(n.inputs.ckpt_name);
- primitive.outputs[0].connectTo(clone.inputs.ckpt_name);
- expect(primitive.outputs[0].connections).toHaveLength(2);
-
- // Convert back to widget and ensure input is removed
- clone.widgets.ckpt_name.convertToWidget();
- expect(clone.widgets.ckpt_name.isConvertedToInput).toBeFalsy();
- expect(clone.inputs.ckpt_name).toBeFalsy();
- });
-
- test("shows missing node error on custom node with converted input", async () => {
- const { graph } = await start();
-
- const dialogShow = jest.spyOn(graph.app.ui.dialog, "show");
-
- await graph.app.loadGraphData({
- last_node_id: 3,
- last_link_id: 4,
- nodes: [
- {
- id: 1,
- type: "TestNode",
- pos: [41.87329101561909, 389.7381480823742],
- size: { 0: 220, 1: 374 },
- flags: {},
- order: 1,
- mode: 0,
- inputs: [{ name: "test", type: "FLOAT", link: 4, widget: { name: "test" }, slot_index: 0 }],
- outputs: [],
- properties: { "Node name for S&R": "TestNode" },
- widgets_values: [1],
- },
- {
- id: 3,
- type: "PrimitiveNode",
- pos: [-312, 433],
- size: { 0: 210, 1: 82 },
- flags: {},
- order: 0,
- mode: 0,
- outputs: [{ links: [4], widget: { name: "test" } }],
- title: "test",
- properties: {},
- },
- ],
- links: [[4, 3, 0, 1, 6, "FLOAT"]],
- groups: [],
- config: {},
- extra: {},
- version: 0.4,
- });
-
- expect(dialogShow).toBeCalledTimes(1);
- expect(dialogShow.mock.calls[0][0].innerHTML).toContain("the following node types were not found");
- expect(dialogShow.mock.calls[0][0].innerHTML).toContain("TestNode");
- });
-
- test("defaultInput widgets can be converted back to inputs", async () => {
- const { graph, ez } = await start({
- mockNodeDefs: makeNodeDef("TestNode", { example: ["INT", { defaultInput: true }] }),
- });
-
- // Create test node and ensure it starts as an input
- let n = ez.TestNode();
- let w = n.widgets.example;
- expect(w.isConvertedToInput).toBeTruthy();
- let input = w.getConvertedInput();
- expect(input).toBeTruthy();
-
- // Ensure it can be converted to
- w.convertToWidget();
- expect(w.isConvertedToInput).toBeFalsy();
- expect(n.inputs.length).toEqual(0);
- // and from
- w.convertToInput();
- expect(w.isConvertedToInput).toBeTruthy();
- input = w.getConvertedInput();
-
- // Reload and ensure it still only has 1 converted widget
- if (!assertNotNullOrUndefined(input)) return;
-
- await connectPrimitiveAndReload(ez, graph, input, "number", 1);
- n = graph.find(n);
- expect(n.widgets).toHaveLength(1);
- w = n.widgets.example;
- expect(w.isConvertedToInput).toBeTruthy();
-
- // Convert back to widget and ensure it is still a widget after reload
- w.convertToWidget();
- await graph.reload();
- n = graph.find(n);
- expect(n.widgets).toHaveLength(1);
- expect(n.widgets[0].isConvertedToInput).toBeFalsy();
- expect(n.inputs.length).toEqual(0);
- });
-
- test("forceInput widgets can not be converted back to inputs", async () => {
- const { graph, ez } = await start({
- mockNodeDefs: makeNodeDef("TestNode", { example: ["INT", { forceInput: true }] }),
- });
-
- // Create test node and ensure it starts as an input
- let n = ez.TestNode();
- let w = n.widgets.example;
- expect(w.isConvertedToInput).toBeTruthy();
- const input = w.getConvertedInput();
- expect(input).toBeTruthy();
-
- // Convert to widget should error
- expect(() => w.convertToWidget()).toThrow();
-
- // Reload and ensure it still only has 1 converted widget
- if (assertNotNullOrUndefined(input)) {
- await connectPrimitiveAndReload(ez, graph, input, "number", 1);
- n = graph.find(n);
- expect(n.widgets).toHaveLength(1);
- expect(n.widgets.example.isConvertedToInput).toBeTruthy();
- }
- });
-
- test("primitive can connect to matching combos on converted widgets", async () => {
- const { ez } = await start({
- mockNodeDefs: {
- ...makeNodeDef("TestNode1", { example: [["A", "B", "C"], { forceInput: true }] }),
- ...makeNodeDef("TestNode2", { example: [["A", "B", "C"], { forceInput: true }] }),
- },
- });
-
- const n1 = ez.TestNode1();
- const n2 = ez.TestNode2();
- const p = ez.PrimitiveNode();
- p.outputs[0].connectTo(n1.inputs[0]);
- p.outputs[0].connectTo(n2.inputs[0]);
- expect(p.outputs[0].connections).toHaveLength(2);
- const valueWidget = p.widgets.value;
- expect(valueWidget.widget.type).toBe("combo");
- expect(valueWidget.widget.options.values).toEqual(["A", "B", "C"]);
- });
-
- test("primitive can not connect to non matching combos on converted widgets", async () => {
- const { ez } = await start({
- mockNodeDefs: {
- ...makeNodeDef("TestNode1", { example: [["A", "B", "C"], { forceInput: true }] }),
- ...makeNodeDef("TestNode2", { example: [["A", "B"], { forceInput: true }] }),
- },
- });
-
- const n1 = ez.TestNode1();
- const n2 = ez.TestNode2();
- const p = ez.PrimitiveNode();
- p.outputs[0].connectTo(n1.inputs[0]);
- expect(() => p.outputs[0].connectTo(n2.inputs[0])).toThrow();
- expect(p.outputs[0].connections).toHaveLength(1);
- });
-
- test("combo output can not connect to non matching combos list input", async () => {
- const { ez } = await start({
- mockNodeDefs: {
- ...makeNodeDef("TestNode1", {}, [["A", "B"]]),
- ...makeNodeDef("TestNode2", { example: [["A", "B"], { forceInput: true }] }),
- ...makeNodeDef("TestNode3", { example: [["A", "B", "C"], { forceInput: true }] }),
- },
- });
-
- const n1 = ez.TestNode1();
- const n2 = ez.TestNode2();
- const n3 = ez.TestNode3();
-
- n1.outputs[0].connectTo(n2.inputs[0]);
- expect(() => n1.outputs[0].connectTo(n3.inputs[0])).toThrow();
- });
-
- test("combo primitive can filter list when control_after_generate called", async () => {
- const { ez } = await start({
- mockNodeDefs: {
- ...makeNodeDef("TestNode1", { example: [["A", "B", "C", "D", "AA", "BB", "CC", "DD", "AAA", "BBB"], {}] }),
- },
- });
-
- const n1 = ez.TestNode1();
- n1.widgets.example.convertToInput();
- const p = ez.PrimitiveNode();
- p.outputs[0].connectTo(n1.inputs[0]);
-
- const value = p.widgets.value;
- const control = p.widgets.control_after_generate.widget;
- const filter = p.widgets.control_filter_list;
-
- expect(p.widgets.length).toBe(3);
- control.value = "increment";
- expect(value.value).toBe("A");
-
- // Manually trigger after queue when set to increment
- control["afterQueued"]();
- expect(value.value).toBe("B");
-
- // Filter to items containing D
- filter.value = "D";
- control["afterQueued"]();
- expect(value.value).toBe("D");
- control["afterQueued"]();
- expect(value.value).toBe("DD");
-
- // Check decrement
- value.value = "BBB";
- control.value = "decrement";
- filter.value = "B";
- control["afterQueued"]();
- expect(value.value).toBe("BB");
- control["afterQueued"]();
- expect(value.value).toBe("B");
-
- // Check regex works
- value.value = "BBB";
- filter.value = "/[AB]|^C$/";
- control["afterQueued"]();
- expect(value.value).toBe("AAA");
- control["afterQueued"]();
- expect(value.value).toBe("BB");
- control["afterQueued"]();
- expect(value.value).toBe("AA");
- control["afterQueued"]();
- expect(value.value).toBe("C");
- control["afterQueued"]();
- expect(value.value).toBe("B");
- control["afterQueued"]();
- expect(value.value).toBe("A");
-
- // Check random
- control.value = "randomize";
- filter.value = "/D/";
- for (let i = 0; i < 100; i++) {
- control["afterQueued"]();
- expect(value.value === "D" || value.value === "DD").toBeTruthy();
- }
-
- // Ensure it doesnt apply when fixed
- control.value = "fixed";
- value.value = "B";
- filter.value = "C";
- control["afterQueued"]();
- expect(value.value).toBe("B");
- });
-
- describe("reroutes", () => {
- async function checkOutput(graph, values) {
- expect((await graph.toPrompt()).output).toStrictEqual({
- 1: { inputs: { ckpt_name: "model1.safetensors" }, class_type: "CheckpointLoaderSimple" },
- 2: { inputs: { text: "positive", clip: ["1", 1] }, class_type: "CLIPTextEncode" },
- 3: { inputs: { text: "negative", clip: ["1", 1] }, class_type: "CLIPTextEncode" },
- 4: {
- inputs: { width: values.width ?? 512, height: values.height ?? 512, batch_size: values?.batch_size ?? 1 },
- class_type: "EmptyLatentImage",
- },
- 5: {
- inputs: {
- seed: 0,
- steps: 20,
- cfg: 8,
- sampler_name: "euler",
- scheduler: values?.scheduler ?? "normal",
- denoise: 1,
- model: ["1", 0],
- positive: ["2", 0],
- negative: ["3", 0],
- latent_image: ["4", 0],
- },
- class_type: "KSampler",
- },
- 6: { inputs: { samples: ["5", 0], vae: ["1", 2] }, class_type: "VAEDecode" },
- 7: {
- inputs: { filename_prefix: values.filename_prefix ?? "ComfyUI", images: ["6", 0] },
- class_type: "SaveImage",
- },
- });
- }
-
- async function waitForWidget(node) {
- // widgets are created slightly after the graph is ready
- // hard to find an exact hook to get these so just wait for them to be ready
- for (let i = 0; i < 10; i++) {
- await new Promise((r) => setTimeout(r, 10));
- if (node.widgets?.value) {
- return;
- }
- }
- }
-
- it("can connect primitive via a reroute path to a widget input", async () => {
- const { ez, graph } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- nodes.empty.widgets.width.convertToInput();
- nodes.sampler.widgets.scheduler.convertToInput();
- nodes.save.widgets.filename_prefix.convertToInput();
-
- let widthReroute = ez.Reroute();
- let schedulerReroute = ez.Reroute();
- let fileReroute = ez.Reroute();
-
- let widthNext = widthReroute;
- let schedulerNext = schedulerReroute;
- let fileNext = fileReroute;
-
- for (let i = 0; i < 5; i++) {
- let next = ez.Reroute();
- widthNext.outputs[0].connectTo(next.inputs[0]);
- widthNext = next;
-
- next = ez.Reroute();
- schedulerNext.outputs[0].connectTo(next.inputs[0]);
- schedulerNext = next;
-
- next = ez.Reroute();
- fileNext.outputs[0].connectTo(next.inputs[0]);
- fileNext = next;
- }
-
- widthNext.outputs[0].connectTo(nodes.empty.inputs.width);
- schedulerNext.outputs[0].connectTo(nodes.sampler.inputs.scheduler);
- fileNext.outputs[0].connectTo(nodes.save.inputs.filename_prefix);
-
- let widthPrimitive = ez.PrimitiveNode();
- let schedulerPrimitive = ez.PrimitiveNode();
- let filePrimitive = ez.PrimitiveNode();
-
- widthPrimitive.outputs[0].connectTo(widthReroute.inputs[0]);
- schedulerPrimitive.outputs[0].connectTo(schedulerReroute.inputs[0]);
- filePrimitive.outputs[0].connectTo(fileReroute.inputs[0]);
- expect(widthPrimitive.widgets.value.value).toBe(512);
- widthPrimitive.widgets.value.value = 1024;
- expect(schedulerPrimitive.widgets.value.value).toBe("normal");
- schedulerPrimitive.widgets.value.value = "simple";
- expect(filePrimitive.widgets.value.value).toBe("ComfyUI");
- filePrimitive.widgets.value.value = "ComfyTest";
-
- await checkBeforeAndAfterReload(graph, async () => {
- widthPrimitive = graph.find(widthPrimitive);
- schedulerPrimitive = graph.find(schedulerPrimitive);
- filePrimitive = graph.find(filePrimitive);
- await waitForWidget(filePrimitive);
- expect(widthPrimitive.widgets.length).toBe(2);
- expect(schedulerPrimitive.widgets.length).toBe(3);
- expect(filePrimitive.widgets.length).toBe(1);
-
- await checkOutput(graph, {
- width: 1024,
- scheduler: "simple",
- filename_prefix: "ComfyTest",
- });
- });
- });
- it("can connect primitive via a reroute path to multiple widget inputs", async () => {
- const { ez, graph } = await start();
- const nodes = createDefaultWorkflow(ez, graph);
-
- nodes.empty.widgets.width.convertToInput();
- nodes.empty.widgets.height.convertToInput();
- nodes.empty.widgets.batch_size.convertToInput();
-
- let reroute = ez.Reroute();
- let prevReroute = reroute;
- for (let i = 0; i < 5; i++) {
- const next = ez.Reroute();
- prevReroute.outputs[0].connectTo(next.inputs[0]);
- prevReroute = next;
- }
-
- const r1 = ez.Reroute(prevReroute.outputs[0]);
- const r2 = ez.Reroute(prevReroute.outputs[0]);
- const r3 = ez.Reroute(r2.outputs[0]);
- const r4 = ez.Reroute(r2.outputs[0]);
-
- r1.outputs[0].connectTo(nodes.empty.inputs.width);
- r3.outputs[0].connectTo(nodes.empty.inputs.height);
- r4.outputs[0].connectTo(nodes.empty.inputs.batch_size);
-
- let primitive = ez.PrimitiveNode();
- primitive.outputs[0].connectTo(reroute.inputs[0]);
- expect(primitive.widgets.value.value).toBe(1);
- primitive.widgets.value.value = 64;
-
- await checkBeforeAndAfterReload(graph, async (r) => {
- primitive = graph.find(primitive);
- await waitForWidget(primitive);
-
- // Ensure widget configs are merged
- expect(primitive.widgets.value.widget.options?.min).toBe(16); // width/height min
- expect(primitive.widgets.value.widget.options?.max).toBe(4096); // batch max
- expect(primitive.widgets.value.widget.options?.step).toBe(80); // width/height step * 10
-
- await checkOutput(graph, {
- width: 64,
- height: 64,
- batch_size: 64,
- });
- });
- });
- });
-});
diff --git a/tests-ui/utils/ezgraph.js b/tests-ui/utils/ezgraph.js
deleted file mode 100644
index 97be7aa7..00000000
--- a/tests-ui/utils/ezgraph.js
+++ /dev/null
@@ -1,452 +0,0 @@
-// @ts-check
-///
-
-/**
- * @typedef { import("../../web/scripts/app")["app"] } app
- * @typedef { import("../../web/types/litegraph") } LG
- * @typedef { import("../../web/types/litegraph").IWidget } IWidget
- * @typedef { import("../../web/types/litegraph").ContextMenuItem } ContextMenuItem
- * @typedef { import("../../web/types/litegraph").INodeInputSlot } INodeInputSlot
- * @typedef { import("../../web/types/litegraph").INodeOutputSlot } INodeOutputSlot
- * @typedef { InstanceType & { widgets?: Array } } LGNode
- * @typedef { (...args: EzOutput[] | [...EzOutput[], Record]) => EzNode } EzNodeFactory
- */
-
-export class EzConnection {
- /** @type { app } */
- app;
- /** @type { InstanceType } */
- link;
-
- get originNode() {
- return new EzNode(this.app, this.app.graph.getNodeById(this.link.origin_id));
- }
-
- get originOutput() {
- return this.originNode.outputs[this.link.origin_slot];
- }
-
- get targetNode() {
- return new EzNode(this.app, this.app.graph.getNodeById(this.link.target_id));
- }
-
- get targetInput() {
- return this.targetNode.inputs[this.link.target_slot];
- }
-
- /**
- * @param { app } app
- * @param { InstanceType } link
- */
- constructor(app, link) {
- this.app = app;
- this.link = link;
- }
-
- disconnect() {
- this.targetInput.disconnect();
- }
-}
-
-export class EzSlot {
- /** @type { EzNode } */
- node;
- /** @type { number } */
- index;
-
- /**
- * @param { EzNode } node
- * @param { number } index
- */
- constructor(node, index) {
- this.node = node;
- this.index = index;
- }
-}
-
-export class EzInput extends EzSlot {
- /** @type { INodeInputSlot } */
- input;
-
- /**
- * @param { EzNode } node
- * @param { number } index
- * @param { INodeInputSlot } input
- */
- constructor(node, index, input) {
- super(node, index);
- this.input = input;
- }
-
- get connection() {
- const link = this.node.node.inputs?.[this.index]?.link;
- if (link == null) {
- return null;
- }
- return new EzConnection(this.node.app, this.node.app.graph.links[link]);
- }
-
- disconnect() {
- this.node.node.disconnectInput(this.index);
- }
-}
-
-export class EzOutput extends EzSlot {
- /** @type { INodeOutputSlot } */
- output;
-
- /**
- * @param { EzNode } node
- * @param { number } index
- * @param { INodeOutputSlot } output
- */
- constructor(node, index, output) {
- super(node, index);
- this.output = output;
- }
-
- get connections() {
- return (this.node.node.outputs?.[this.index]?.links ?? []).map(
- (l) => new EzConnection(this.node.app, this.node.app.graph.links[l])
- );
- }
-
- /**
- * @param { EzInput } input
- */
- connectTo(input) {
- if (!input) throw new Error("Invalid input");
-
- /**
- * @type { LG["LLink"] | null }
- */
- const link = this.node.node.connect(this.index, input.node.node, input.index);
- if (!link) {
- const inp = input.input;
- const inName = inp.name || inp.label || inp.type;
- throw new Error(
- `Connecting from ${input.node.node.type}#${input.node.id}[${inName}#${input.index}] -> ${this.node.node.type}#${this.node.id}[${
- this.output.name ?? this.output.type
- }#${this.index}] failed.`
- );
- }
- return link;
- }
-}
-
-export class EzNodeMenuItem {
- /** @type { EzNode } */
- node;
- /** @type { number } */
- index;
- /** @type { ContextMenuItem } */
- item;
-
- /**
- * @param { EzNode } node
- * @param { number } index
- * @param { ContextMenuItem } item
- */
- constructor(node, index, item) {
- this.node = node;
- this.index = index;
- this.item = item;
- }
-
- call(selectNode = true) {
- if (!this.item?.callback) throw new Error(`Menu Item ${this.item?.content ?? "[null]"} has no callback.`);
- if (selectNode) {
- this.node.select();
- }
- return this.item.callback.call(this.node.node, undefined, undefined, undefined, undefined, this.node.node);
- }
-}
-
-export class EzWidget {
- /** @type { EzNode } */
- node;
- /** @type { number } */
- index;
- /** @type { IWidget } */
- widget;
-
- /**
- * @param { EzNode } node
- * @param { number } index
- * @param { IWidget } widget
- */
- constructor(node, index, widget) {
- this.node = node;
- this.index = index;
- this.widget = widget;
- }
-
- get value() {
- return this.widget.value;
- }
-
- set value(v) {
- this.widget.value = v;
- this.widget.callback?.call?.(this.widget, v)
- }
-
- get isConvertedToInput() {
- // @ts-ignore : this type is valid for converted widgets
- return this.widget.type === "converted-widget";
- }
-
- getConvertedInput() {
- if (!this.isConvertedToInput) throw new Error(`Widget ${this.widget.name} is not converted to input.`);
-
- return this.node.inputs.find((inp) => inp.input["widget"]?.name === this.widget.name);
- }
-
- convertToWidget() {
- if (!this.isConvertedToInput)
- throw new Error(`Widget ${this.widget.name} cannot be converted as it is already a widget.`);
- var menu = this.node.menu["Convert Input to Widget"].item.submenu.options;
- var index = menu.findIndex(a => a.content == `Convert ${this.widget.name} to widget`);
- menu[index].callback.call();
- }
-
- convertToInput() {
- if (this.isConvertedToInput)
- throw new Error(`Widget ${this.widget.name} cannot be converted as it is already an input.`);
- var menu = this.node.menu["Convert Widget to Input"].item.submenu.options;
- var index = menu.findIndex(a => a.content == `Convert ${this.widget.name} to input`);
- menu[index].callback.call();
- }
-}
-
-export class EzNode {
- /** @type { app } */
- app;
- /** @type { LGNode } */
- node;
-
- /**
- * @param { app } app
- * @param { LGNode } node
- */
- constructor(app, node) {
- this.app = app;
- this.node = node;
- }
-
- get id() {
- return this.node.id;
- }
-
- get inputs() {
- return this.#makeLookupArray("inputs", "name", EzInput);
- }
-
- get outputs() {
- return this.#makeLookupArray("outputs", "name", EzOutput);
- }
-
- get widgets() {
- return this.#makeLookupArray("widgets", "name", EzWidget);
- }
-
- get menu() {
- return this.#makeLookupArray(() => this.app.canvas.getNodeMenuOptions(this.node), "content", EzNodeMenuItem);
- }
-
- get isRemoved() {
- return !this.app.graph.getNodeById(this.id);
- }
-
- select(addToSelection = false) {
- this.app.canvas.selectNode(this.node, addToSelection);
- }
-
- // /**
- // * @template { "inputs" | "outputs" } T
- // * @param { T } type
- // * @returns { Record & (type extends "inputs" ? EzInput [] : EzOutput[]) }
- // */
- // #getSlotItems(type) {
- // // @ts-ignore : these items are correct
- // return (this.node[type] ?? []).reduce((p, s, i) => {
- // if (s.name in p) {
- // throw new Error(`Unable to store input ${s.name} on array as name conflicts.`);
- // }
- // // @ts-ignore
- // p.push((p[s.name] = new (type === "inputs" ? EzInput : EzOutput)(this, i, s)));
- // return p;
- // }, Object.assign([], { $: this }));
- // }
-
- /**
- * @template { { new(node: EzNode, index: number, obj: any): any } } T
- * @param { "inputs" | "outputs" | "widgets" | (() => Array) } nodeProperty
- * @param { string } nameProperty
- * @param { T } ctor
- * @returns { Record> & Array> }
- */
- #makeLookupArray(nodeProperty, nameProperty, ctor) {
- const items = typeof nodeProperty === "function" ? nodeProperty() : this.node[nodeProperty];
- // @ts-ignore
- return (items ?? []).reduce((p, s, i) => {
- if (!s) return p;
-
- const name = s[nameProperty];
- const item = new ctor(this, i, s);
- // @ts-ignore
- p.push(item);
- if (name) {
- // @ts-ignore
- if (name in p) {
- throw new Error(`Unable to store ${nodeProperty} ${name} on array as name conflicts.`);
- }
- }
- // @ts-ignore
- p[name] = item;
- return p;
- }, Object.assign([], { $: this }));
- }
-}
-
-export class EzGraph {
- /** @type { app } */
- app;
-
- /**
- * @param { app } app
- */
- constructor(app) {
- this.app = app;
- }
-
- get nodes() {
- return this.app.graph._nodes.map((n) => new EzNode(this.app, n));
- }
-
- clear() {
- this.app.graph.clear();
- }
-
- arrange() {
- this.app.graph.arrange();
- }
-
- stringify() {
- return JSON.stringify(this.app.graph.serialize(), undefined);
- }
-
- /**
- * @param { number | LGNode | EzNode } obj
- * @returns { EzNode }
- */
- find(obj) {
- let match;
- let id;
- if (typeof obj === "number") {
- id = obj;
- } else {
- id = obj.id;
- }
-
- match = this.app.graph.getNodeById(id);
-
- if (!match) {
- throw new Error(`Unable to find node with ID ${id}.`);
- }
-
- return new EzNode(this.app, match);
- }
-
- /**
- * @returns { Promise }
- */
- reload() {
- const graph = JSON.parse(JSON.stringify(this.app.graph.serialize()));
- return new Promise((r) => {
- this.app.graph.clear();
- setTimeout(async () => {
- await this.app.loadGraphData(graph);
- r();
- }, 10);
- });
- }
-
- /**
- * @returns { Promise<{
- * workflow: {},
- * output: Record
- * }>}> }
- */
- toPrompt() {
- // @ts-ignore
- return this.app.graphToPrompt();
- }
-}
-
-export const Ez = {
- /**
- * Quickly build and interact with a ComfyUI graph
- * @example
- * const { ez, graph } = Ez.graph(app);
- * graph.clear();
- * const [model, clip, vae] = ez.CheckpointLoaderSimple().outputs;
- * const [pos] = ez.CLIPTextEncode(clip, { text: "positive" }).outputs;
- * const [neg] = ez.CLIPTextEncode(clip, { text: "negative" }).outputs;
- * const [latent] = ez.KSampler(model, pos, neg, ...ez.EmptyLatentImage().outputs).outputs;
- * const [image] = ez.VAEDecode(latent, vae).outputs;
- * const saveNode = ez.SaveImage(image);
- * console.log(saveNode);
- * graph.arrange();
- * @param { app } app
- * @param { LG["LiteGraph"] } LiteGraph
- * @param { LG["LGraphCanvas"] } LGraphCanvas
- * @param { boolean } clearGraph
- * @returns { { graph: EzGraph, ez: Record } }
- */
- graph(app, LiteGraph = window["LiteGraph"], LGraphCanvas = window["LGraphCanvas"], clearGraph = true) {
- // Always set the active canvas so things work
- LGraphCanvas.active_canvas = app.canvas;
-
- if (clearGraph) {
- app.graph.clear();
- }
-
- // @ts-ignore : this proxy handles utility methods & node creation
- const factory = new Proxy(
- {},
- {
- get(_, p) {
- if (typeof p !== "string") throw new Error("Invalid node");
- const node = LiteGraph.createNode(p);
- if (!node) throw new Error(`Unknown node "${p}"`);
- app.graph.add(node);
-
- /**
- * @param {Parameters} args
- */
- return function (...args) {
- const ezNode = new EzNode(app, node);
- const inputs = ezNode.inputs;
-
- let slot = 0;
- for (const arg of args) {
- if (arg instanceof EzOutput) {
- arg.connectTo(inputs[slot++]);
- } else {
- for (const k in arg) {
- ezNode.widgets[k].value = arg[k];
- }
- }
- }
-
- return ezNode;
- };
- },
- }
- );
-
- return { graph: new EzGraph(app), ez: factory };
- },
-};
diff --git a/tests-ui/utils/index.js b/tests-ui/utils/index.js
deleted file mode 100644
index 74b6cf93..00000000
--- a/tests-ui/utils/index.js
+++ /dev/null
@@ -1,129 +0,0 @@
-const { mockApi } = require("./setup");
-const { Ez } = require("./ezgraph");
-const lg = require("./litegraph");
-const fs = require("fs");
-const path = require("path");
-
-const html = fs.readFileSync(path.resolve(__dirname, "../../web/index.html"))
-
-/**
- *
- * @param { Parameters[0] & {
- * resetEnv?: boolean,
- * preSetup?(app): Promise,
- * localStorage?: Record
- * } } config
- * @returns
- */
-export async function start(config = {}) {
- if(config.resetEnv) {
- jest.resetModules();
- jest.resetAllMocks();
- lg.setup(global);
- localStorage.clear();
- sessionStorage.clear();
- }
-
- Object.assign(localStorage, config.localStorage ?? {});
- document.body.innerHTML = html;
-
- mockApi(config);
- const { app } = require("../../web/scripts/app");
- config.preSetup?.(app);
- await app.setup();
-
- return { ...Ez.graph(app, global["LiteGraph"], global["LGraphCanvas"]), app };
-}
-
-/**
- * @param { ReturnType["graph"] } graph
- * @param { (hasReloaded: boolean) => (Promise | void) } cb
- */
-export async function checkBeforeAndAfterReload(graph, cb) {
- await cb(false);
- await graph.reload();
- await cb(true);
-}
-
-/**
- * @param { string } name
- * @param { Record } input
- * @param { (string | string[])[] | Record } output
- * @returns { Record }
- */
-export function makeNodeDef(name, input, output = {}) {
- const nodeDef = {
- name,
- category: "test",
- output: [],
- output_name: [],
- output_is_list: [],
- input: {
- required: {},
- },
- };
- for (const k in input) {
- nodeDef.input.required[k] = typeof input[k] === "string" ? [input[k], {}] : [...input[k]];
- }
- if (output instanceof Array) {
- output = output.reduce((p, c) => {
- p[c] = c;
- return p;
- }, {});
- }
- for (const k in output) {
- nodeDef.output.push(output[k]);
- nodeDef.output_name.push(k);
- nodeDef.output_is_list.push(false);
- }
-
- return { [name]: nodeDef };
-}
-
-/**
-/**
- * @template { any } T
- * @param { T } x
- * @returns { x is Exclude }
- */
-export function assertNotNullOrUndefined(x) {
- expect(x).not.toEqual(null);
- expect(x).not.toEqual(undefined);
- return true;
-}
-
-/**
- *
- * @param { ReturnType["ez"] } ez
- * @param { ReturnType["graph"] } graph
- */
-export function createDefaultWorkflow(ez, graph) {
- graph.clear();
- const ckpt = ez.CheckpointLoaderSimple();
-
- const pos = ez.CLIPTextEncode(ckpt.outputs.CLIP, { text: "positive" });
- const neg = ez.CLIPTextEncode(ckpt.outputs.CLIP, { text: "negative" });
-
- const empty = ez.EmptyLatentImage();
- const sampler = ez.KSampler(
- ckpt.outputs.MODEL,
- pos.outputs.CONDITIONING,
- neg.outputs.CONDITIONING,
- empty.outputs.LATENT
- );
-
- const decode = ez.VAEDecode(sampler.outputs.LATENT, ckpt.outputs.VAE);
- const save = ez.SaveImage(decode.outputs.IMAGE);
- graph.arrange();
-
- return { ckpt, pos, neg, empty, sampler, decode, save };
-}
-
-export async function getNodeDefs() {
- const { api } = require("../../web/scripts/api");
- return api.getNodeDefs();
-}
-
-export async function getNodeDef(nodeId) {
- return (await getNodeDefs())[nodeId];
-}
\ No newline at end of file
diff --git a/tests-ui/utils/litegraph.js b/tests-ui/utils/litegraph.js
deleted file mode 100644
index 777f8c3b..00000000
--- a/tests-ui/utils/litegraph.js
+++ /dev/null
@@ -1,36 +0,0 @@
-const fs = require("fs");
-const path = require("path");
-const { nop } = require("../utils/nopProxy");
-
-function forEachKey(cb) {
- for (const k of [
- "LiteGraph",
- "LGraph",
- "LLink",
- "LGraphNode",
- "LGraphGroup",
- "DragAndScale",
- "LGraphCanvas",
- "ContextMenu",
- ]) {
- cb(k);
- }
-}
-
-export function setup(ctx) {
- const lg = fs.readFileSync(path.resolve("../web/lib/litegraph.core.js"), "utf-8");
- const globalTemp = {};
- (function (console) {
- eval(lg);
- }).call(globalTemp, nop);
-
- forEachKey((k) => (ctx[k] = globalTemp[k]));
- require(path.resolve("../web/lib/litegraph.extensions.js"));
-}
-
-export function teardown(ctx) {
- forEachKey((k) => delete ctx[k]);
-
- // Clear document after each run
- document.getElementsByTagName("html")[0].innerHTML = "";
-}
diff --git a/tests-ui/utils/nopProxy.js b/tests-ui/utils/nopProxy.js
deleted file mode 100644
index 2502d9d0..00000000
--- a/tests-ui/utils/nopProxy.js
+++ /dev/null
@@ -1,6 +0,0 @@
-export const nop = new Proxy(function () {}, {
- get: () => nop,
- set: () => true,
- apply: () => nop,
- construct: () => nop,
-});
diff --git a/tests-ui/utils/setup.js b/tests-ui/utils/setup.js
deleted file mode 100644
index 3a6d69b7..00000000
--- a/tests-ui/utils/setup.js
+++ /dev/null
@@ -1,82 +0,0 @@
-require("../../web/scripts/api");
-
-const fs = require("fs");
-const path = require("path");
-function* walkSync(dir) {
- const files = fs.readdirSync(dir, { withFileTypes: true });
- for (const file of files) {
- if (file.isDirectory()) {
- yield* walkSync(path.join(dir, file.name));
- } else {
- yield path.join(dir, file.name);
- }
- }
-}
-
-/**
- * @typedef { import("../../web/types/comfy").ComfyObjectInfo } ComfyObjectInfo
- */
-
-/**
- * @param {{
- * mockExtensions?: string[],
- * mockNodeDefs?: Record,
-* settings?: Record
-* userConfig?: {storage: "server" | "browser", users?: Record, migrated?: boolean },
-* userData?: Record
- * }} config
- */
-export function mockApi(config = {}) {
- let { mockExtensions, mockNodeDefs, userConfig, settings, userData } = {
- userConfig,
- settings: {},
- userData: {},
- ...config,
- };
- if (!mockExtensions) {
- mockExtensions = Array.from(walkSync(path.resolve("../web/extensions/core")))
- .filter((x) => x.endsWith(".js"))
- .map((x) => path.relative(path.resolve("../web"), x));
- }
- if (!mockNodeDefs) {
- mockNodeDefs = JSON.parse(fs.readFileSync(path.resolve("./data/object_info.json")));
- }
-
- const events = new EventTarget();
- const mockApi = {
- addEventListener: events.addEventListener.bind(events),
- removeEventListener: events.removeEventListener.bind(events),
- dispatchEvent: events.dispatchEvent.bind(events),
- getSystemStats: jest.fn(),
- getExtensions: jest.fn(() => mockExtensions),
- getNodeDefs: jest.fn(() => mockNodeDefs),
- init: jest.fn(),
- apiURL: jest.fn((x) => "../../web/" + x),
- createUser: jest.fn((username) => {
- if(username in userConfig.users) {
- return { status: 400, json: () => "Duplicate" }
- }
- userConfig.users[username + "!"] = username;
- return { status: 200, json: () => username + "!" }
- }),
- getUserConfig: jest.fn(() => userConfig ?? { storage: "browser", migrated: false }),
- getSettings: jest.fn(() => settings),
- storeSettings: jest.fn((v) => Object.assign(settings, v)),
- getUserData: jest.fn((f) => {
- if (f in userData) {
- return { status: 200, json: () => userData[f] };
- } else {
- return { status: 404 };
- }
- }),
- storeUserData: jest.fn((file, data) => {
- userData[file] = data;
- }),
- listUserData: jest.fn(() => [])
- };
- jest.mock("../../web/scripts/api", () => ({
- get api() {
- return mockApi;
- },
- }));
-}