From 155a96ee39fdc8d131138f456ddf8186e44fd7e7 Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 30 Dec 2024 13:49:48 -0500 Subject: [PATCH 01/52] version bump, support frames for batchSize --- README.md | 2 +- docker-compose.yml | 2 +- package-lock.json | 4 ++-- package.json | 2 +- src/server.ts | 2 ++ 5 files changed, 7 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 370f85e..687e738 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@ Download the latest version from the release page, and copy it into your existin ```dockerfile # Change this to the version you want to use -ARG api_version=1.6.1 +ARG api_version=1.7.0 # Download the comfyui-api binary, and make it executable ADD https://github.com/SaladTechnologies/comfyui-api/releases/download/${api_version}/comfyui-api . diff --git a/docker-compose.yml b/docker-compose.yml index e2b12ba..2784819 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,6 +1,6 @@ services: comfyui: - image: saladtechnologies/comfyui:comfy0.2.7-api1.6.0-base + image: saladtechnologies/comfyui:comfy0.3.10-api1.6.1-base volumes: - ./bin:/app/bin command: ["/app/bin/comfyui-api"] diff --git a/package-lock.json b/package-lock.json index 083a11a..6a316f4 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "comfyui-api", - "version": "1.6.1", + "version": "1.7.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "comfyui-api", - "version": "1.6.1", + "version": "1.7.0", "license": "MIT", "dependencies": { "@fastify/swagger": "^8.15.0", diff --git a/package.json b/package.json index f1422c4..9a7cf6d 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "comfyui-api", - "version": "1.6.1", + "version": "1.7.0", "description": "Wraps comfyui to make it easier to use as a stateless web service", "main": "dist/src/index.js", "scripts": { diff --git a/src/server.ts b/src/server.ts index df1ceb4..fa4bbd3 100644 --- a/src/server.ts +++ b/src/server.ts @@ -197,6 +197,8 @@ server.after(() => { location: `prompt.${nodeId}.inputs.image`, }); } + } else if (node.inputs.frames) { + batchSize = node.inputs.frames; } } From e2f3e4f2b7431941384d6032ffa2c95d435f048f Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 30 Dec 2024 14:10:52 -0500 Subject: [PATCH 02/52] handle case of local image paths --- src/utils.ts | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/src/utils.ts b/src/utils.ts index 4ae2b43..28d8b12 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -119,6 +119,14 @@ export async function processImage( if (imageInput.startsWith("http")) { await downloadImage(imageInput, localFilePath, log); return localFilePath; + } + // If image is already a local path, return it as an absolute path + else if ( + imageInput.startsWith("/") || + imageInput.startsWith("./") || + imageInput.startsWith("../") + ) { + return path.resolve(imageInput); } else { // Assume it's a base64 encoded image try { From 47c0d18a4337f4a5403fe08d728eb69ac6427aab Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 6 Jan 2025 09:32:46 -0500 Subject: [PATCH 03/52] fix installation of sharp --- package-lock.json | 1 + package.json | 5 +++-- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/package-lock.json b/package-lock.json index 6a316f4..ea21246 100644 --- a/package-lock.json +++ b/package-lock.json @@ -7,6 +7,7 @@ "": { "name": "comfyui-api", "version": "1.7.0", + "hasInstallScript": true, "license": "MIT", "dependencies": { "@fastify/swagger": "^8.15.0", diff --git a/package.json b/package.json index 9a7cf6d..f7c710e 100644 --- a/package.json +++ b/package.json @@ -4,9 +4,10 @@ "description": "Wraps comfyui to make it easier to use as a stateless web service", "main": "dist/src/index.js", "scripts": { - "test": "echo \"Error: no test specified\" && exit 1", + "test": "echo \"I am so sorry I haven't done tests for this yet. Feel free to contribute some!\" && exit 1", "build": "tsc", - "build-binary": "./build-binary" + "build-binary": "./build-binary", + "postinstall": "npm install --cpu=wasm32 sharp" }, "author": "Shawn Rushefsky", "license": "MIT", From 5e2d7ec5f6350591b04c38a5c64712d7d6ba733e Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 6 Jan 2025 15:19:37 -0500 Subject: [PATCH 04/52] animatediff works --- README.md | 1 + src/server.ts | 122 +++++++++- src/types.ts | 1 + src/utils.ts | 20 +- src/watcher.ts | 2 +- .../animatediff-video-and-frames.json | 221 ++++++++++++++++++ 6 files changed, 354 insertions(+), 13 deletions(-) create mode 100644 test/workflows/animatediff-video-and-frames.json diff --git a/README.md b/README.md index 687e738..ea5af71 100644 --- a/README.md +++ b/README.md @@ -38,6 +38,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. +- **Verified Model Support**: sd1.5, sdxl, flux, motiondiff, animatediff, HunyuanVideo - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. diff --git a/src/server.ts b/src/server.ts index fa4bbd3..1456afb 100644 --- a/src/server.ts +++ b/src/server.ts @@ -177,17 +177,43 @@ server.after(() => { }, async (request, reply) => { let { prompt, id, webhook, convert_output } = request.body; - let batchSize = 1; + /** + * Here we go through all the nodes in the prompt to validate it, + * and also to do some pre-processing. + */ + let batchSize = 0; let hasSaveImage = false; + const saveNodesWithFilenamePrefix = new Set([ + "SaveImage", + "SaveAnimatedWEBP", + "SaveAnimatedPNG", + ]); + const loadImageNodes = new Set(["LoadImage"]); + const loadDirectoryOfImagesNodes = new Set(["VHS_LoadImages"]); for (const nodeId in prompt) { const node = prompt[nodeId]; - if (node.class_type === "SaveImage") { + + if (saveNodesWithFilenamePrefix.has(node.class_type)) { + /** + * If the node is for saving files, we want to set the filename_prefix + * to the id of the prompt. This is so that we can associate the output + * files with the prompt that generated them. + */ node.inputs.filename_prefix = id; hasSaveImage = true; } else if (node.inputs.batch_size) { - batchSize = node.inputs.batch_size; - } else if (node.class_type === "LoadImage") { + /** + * A few nodes have a batch_size input that we can use to determine + * how many images to expect from the output. + */ + batchSize += node.inputs.batch_size; + } else if (loadImageNodes.has(node.class_type)) { + /** + * If the node is for loading an image, the user will have provided + * the image as base64 encoded data, or as a url. we need to download + * the image if it's a url, and save it to a local file. + */ const imageInput = node.inputs.image; try { node.inputs.image = await processImage(imageInput, app.log); @@ -197,19 +223,79 @@ server.after(() => { location: `prompt.${nodeId}.inputs.image`, }); } - } else if (node.inputs.frames) { + } else if (loadDirectoryOfImagesNodes.has(node.class_type)) { + /** + * If the node is for loading a directory of images, the user will have + * provided the local directory as a string or an array of strings. If it's an + * array, we need to download each image to a local file, and update the input + * to be the local directory. + */ + if (Array.isArray(node.inputs.directory)) { + try { + /** + * We need to download each image to a local file. + */ + await Promise.all( + (node.inputs.directory as string[]).map((img) => { + processImage(img, app.log, id); + }) + ); + node.inputs.directory = id; + } catch (e: any) { + return reply.code(400).send({ + error: e.message, + location: `prompt.${nodeId}.inputs.directory`, + message: "Failed to download images to local directory", + }); + } + } + } else if ( + node.class_type === "EmptyMotionData" && + node.inputs.frames + ) { + /** + * If the node is EmptyMotionData, we need to set the batch size to the number + * of frames that the user has provided. + */ batchSize = node.inputs.frames; + } else if ( + node.class_type === "VHS_VideoCombine" && + node.inputs.save_output + ) { + /** + * This node only optionally saves the output, so we need to check if the user + * has enabled saving the output, and if so, set the filename_prefix to the id + * of the prompt. + */ + node.inputs.filename_prefix = id; + hasSaveImage = true; + + // Outputs the video file, and a preview image + batchSize += 2; } } if (!hasSaveImage) { return reply.code(400).send({ - error: "Prompt must contain a SaveImage node", + error: `Prompt must contain a a node that saves an image or video. Supported nodes are: ${[ + ...saveNodesWithFilenamePrefix, + "VHS_VideoCombine", + ].join(", ")}`, + location: "prompt", + }); + } + + if (batchSize === 0) { + return reply.code(400).send({ + error: `Prompt must contain a node that specifies batch_size, frames, or a video output.`, location: "prompt", }); } if (webhook) { + /** + * If the user has provided a webhook, we set up a watcher to send outputs via webhook. + */ outputWatcher.addPrefixAction( id, batchSize, @@ -249,6 +335,9 @@ server.after(() => { } ); + /** + * Send the prompt to ComfyUI, and return a 202 response to the user. + */ const resp = await fetch(`${config.comfyURL}/prompt`, { method: "POST", headers: { @@ -263,8 +352,12 @@ server.after(() => { } return reply.code(202).send({ status: "ok", id, webhook, prompt }); } else { - // Wait for the file and return it + /** + * If the user has not provided a webhook, we wait for the images to be generated + * and then send them back in the response. + */ const images: string[] = []; + const filenames: string[] = []; function waitForImagesToGenerate(): Promise { return new Promise((resolve) => { outputWatcher.addPrefixAction( @@ -272,16 +365,24 @@ server.after(() => { batchSize, async (filepath: string) => { let fileBuffer = await fsPromises.readFile(filepath); - + let filename = path.basename(filepath); if (convert_output) { fileBuffer = await convertImageBuffer( fileBuffer, convert_output ); + /** + * If the user has provided an output format, we need to update the filename + */ + filename = filename.replace( + /\.[^/.]+$/, + `.${convert_output.format}` + ); } const base64File = fileBuffer.toString("base64"); images.push(base64File); + filenames.push(filename); // Remove the file after reading fsPromises.unlink(filepath); @@ -295,6 +396,9 @@ server.after(() => { }); } + /** + * Send the prompt to ComfyUI, and wait for the images to be generated. + */ const finished = waitForImagesToGenerate(); const resp = await fetch(`${config.comfyURL}/prompt`, { method: "POST", @@ -309,7 +413,7 @@ server.after(() => { } await finished; - return reply.send({ id, prompt, images }); + return reply.send({ id, prompt, images, filenames }); } } ); diff --git a/src/types.ts b/src/types.ts index 9626b1d..3dee294 100644 --- a/src/types.ts +++ b/src/types.ts @@ -131,6 +131,7 @@ export const PromptResponseSchema = z.object({ id: z.string(), prompt: z.record(ComfyNodeSchema), images: z.array(z.string().base64()).optional(), + filenames: z.array(z.string()).optional(), webhook: z.string().optional(), convert_output: OutputConversionOptionsSchema.optional(), status: z.enum(["ok"]).optional(), diff --git a/src/utils.ts b/src/utils.ts index 28d8b12..1e090ce 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -6,7 +6,7 @@ import fsPromises from "fs/promises"; import { Readable } from "stream"; import path from "path"; import { randomUUID } from "crypto"; -import { ZodObject, ZodRawShape, ZodTypeAny, ZodDefault } from "zod"; +import { ZodObject, ZodRawShape, ZodTypeAny, ZodDefault, ostring } from "zod"; import sharp from "sharp"; import { OutputConversionOptions } from "./types"; @@ -112,9 +112,23 @@ export async function downloadImage( export async function processImage( imageInput: string, - log: FastifyBaseLogger + log: FastifyBaseLogger, + dirWithinInputDir?: string ): Promise { - const localFilePath = path.join(config.inputDir, `${randomUUID()}.png`); + let localFilePath: string; + const ext = path.extname(imageInput).split("?")[0]; + const localFileName = `${randomUUID()}${ext}`; + if (dirWithinInputDir) { + localFilePath = path.join( + config.inputDir, + dirWithinInputDir, + localFileName + ); + // Create the directory if it doesn't exist + await fsPromises.mkdir(path.dirname(localFilePath), { recursive: true }); + } else { + localFilePath = path.join(config.inputDir, localFileName); + } // If image is a url, download it if (imageInput.startsWith("http")) { await downloadImage(imageInput, localFilePath, log); diff --git a/src/watcher.ts b/src/watcher.ts index 19b74a1..e37be6a 100644 --- a/src/watcher.ts +++ b/src/watcher.ts @@ -15,7 +15,7 @@ function waitForFileStability(filePath: string): Promise { return; } - if (stats.size === lastKnownSize) { + if (stats.size === lastKnownSize && stats.size > 0) { if (retries >= 3) { // Consider the file stable after 3 checks resolve(); diff --git a/test/workflows/animatediff-video-and-frames.json b/test/workflows/animatediff-video-and-frames.json new file mode 100644 index 0000000..e49bb07 --- /dev/null +++ b/test/workflows/animatediff-video-and-frames.json @@ -0,0 +1,221 @@ +{ + "11": { + "inputs": { + "ckpt_name": "dreamshaper_8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "24": { + "inputs": { + "upscale_method": "lanczos", + "width": 512, + "height": 512, + "crop": "disabled", + "image": [ + "49", + 5 + ] + }, + "class_type": "ImageScale", + "_meta": { + "title": "Upscale Image" + } + }, + "45": { + "inputs": { + "strength": 1.5, + "start_percent": 0, + "end_percent": 1, + "positive": [ + "48", + 0 + ], + "negative": [ + "47", + 0 + ], + "control_net": [ + "46", + 0 + ], + "image": [ + "52", + 0 + ] + }, + "class_type": "ControlNetApplyAdvanced", + "_meta": { + "title": "Apply ControlNet" + } + }, + "46": { + "inputs": { + "control_net_name": "openpose-sd1.5-1.1.safetensors" + }, + "class_type": "ControlNetLoaderAdvanced", + "_meta": { + "title": "Load Advanced ControlNet Model 🛂🅐🅒🅝" + } + }, + "47": { + "inputs": { + "text": "logo,text,low quality,sketches,watermark,signature,bad anatomy,worstquality,grayscale,monochrome,lowres,bad proportions,out of focus,username,cropped,EasyNegative,extra limb,disconnected limbs,floating limbs,malformed limbs,missing limb,extra arms,mutated hands,poorly drawn hands,malformed hands,mutated hands and fingers,bad hands,missing fingers,fused fingers,too many fingers,extra legs,bad feet,poorly drawn face,disfigured,ugly,mutation,mutated,deformed,bad body,", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "48": { + "inputs": { + "text": "DragonBall, Vegeta, supersaiya, (white background)", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "49": { + "inputs": { + "seed": 1753570581, + "steps": 20, + "cfg": 2, + "sampler_name": "lcm", + "scheduler": "karras", + "denoise": 1, + "preview_method": "none", + "vae_decode": "true", + "model": [ + "54", + 0 + ], + "positive": [ + "45", + 0 + ], + "negative": [ + "45", + 1 + ], + "latent_image": [ + "70", + 0 + ], + "optional_vae": [ + "69", + 0 + ] + }, + "class_type": "KSampler (Efficient)", + "_meta": { + "title": "KSampler (Efficient)" + } + }, + "52": { + "inputs": { + "directory": "R", + "image_load_cap": 64, + "skip_first_images": 0, + "select_every_nth": 1 + }, + "class_type": "VHS_LoadImages", + "_meta": { + "title": "Load Images (Upload) 🎥🅥🅗🅢" + } + }, + "54": { + "inputs": { + "model_name": "AnimateLCM_sd15_t2v.ckpt", + "beta_schedule": "autoselect", + "model": [ + "68", + 0 + ] + }, + "class_type": "ADE_AnimateDiffLoaderGen1", + "_meta": { + "title": "AnimateDiff Loader 🎭🅐🅓①" + } + }, + "68": { + "inputs": { + "lora_name": "jump_V2.safetensors", + "strength_model": 1, + "strength_clip": 1, + "model": [ + "11", + 0 + ], + "clip": [ + "11", + 1 + ] + }, + "class_type": "LoraLoader", + "_meta": { + "title": "Load LoRA" + } + }, + "69": { + "inputs": { + "vae_name": "vae-ft-mse-840000-ema-pruned.ckpt" + }, + "class_type": "VAELoader", + "_meta": { + "title": "Load VAE" + } + }, + "70": { + "inputs": { + "width": 512, + "height": 512, + "batch_size": 10 + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + }, + "92": { + "inputs": { + "frame_rate": 10, + "loop_count": 0, + "filename_prefix": "AnimateDiff_Video_And_Frames", + "format": "image/gif", + "pingpong": false, + "save_output": true, + "images": [ + "24", + 0 + ] + }, + "class_type": "VHS_VideoCombine", + "_meta": { + "title": "Video Combine 🎥🅥🅗🅢" + } + }, + "106": { + "inputs": { + "filename_prefix": "AnimateDiff_Video_And_Frames", + "images": [ + "24", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + } +} \ No newline at end of file From 095fd241ca946b620fdf5422bdc8864bcbde96aa Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 6 Jan 2025 16:15:08 -0500 Subject: [PATCH 05/52] zod hates to base64 validate huge stuff. fair enough --- build-binary | 2 +- src/types.ts | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/build-binary b/build-binary index f17d9e7..de200e0 100755 --- a/build-binary +++ b/build-binary @@ -3,4 +3,4 @@ set -e npm install npx tsc -npx pkg . \ No newline at end of file +npx pkg --options "stack-size=65500" . \ No newline at end of file diff --git a/src/types.ts b/src/types.ts index 3dee294..9ace1e9 100644 --- a/src/types.ts +++ b/src/types.ts @@ -130,7 +130,7 @@ export type PromptRequest = z.infer; export const PromptResponseSchema = z.object({ id: z.string(), prompt: z.record(ComfyNodeSchema), - images: z.array(z.string().base64()).optional(), + images: z.array(z.string()).optional(), filenames: z.array(z.string()).optional(), webhook: z.string().optional(), convert_output: OutputConversionOptionsSchema.optional(), @@ -182,7 +182,8 @@ export const WorkflowResponseSchema = z.object({ id: z.string(), input: z.record(z.any()), prompt: z.record(ComfyNodeSchema), - images: z.array(z.string().base64()).optional(), + images: z.array(z.string()).optional(), + filenames: z.array(z.string()).optional(), webhook: z.string().optional(), convert_output: OutputConversionOptionsSchema.optional(), status: z.enum(["ok"]).optional(), From a02f39be532451bd90d7f416d1df8715a6e2d128 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 10:03:26 -0500 Subject: [PATCH 06/52] start outlining tests --- package-lock.json | 556 ++++++++++++++++++++++++++++++++++++++- package.json | 8 +- test/animatediff.spec.ts | 7 + 3 files changed, 568 insertions(+), 3 deletions(-) create mode 100644 test/animatediff.spec.ts diff --git a/package-lock.json b/package-lock.json index ea21246..6f81d3d 100644 --- a/package-lock.json +++ b/package-lock.json @@ -25,9 +25,13 @@ "devDependencies": { "@anthropic-ai/sdk": "^0.26.1", "@types/chokidar": "^2.1.3", + "@types/mocha": "^10.0.10", "@types/node": "^20.12.7", "@yao-pkg/pkg": "^6.1.0", - "minimist": "^1.2.8" + "earl": "^1.3.0", + "minimist": "^1.2.8", + "mocha": "^11.0.1", + "ts-node": "^10.9.2" } }, "node_modules/@anthropic-ai/sdk": { @@ -122,6 +126,28 @@ "node": ">=6.9.0" } }, + "node_modules/@cspotcode/source-map-support": { + "version": "0.8.1", + "resolved": "https://registry.npmjs.org/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz", + "integrity": "sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==", + "dev": true, + "dependencies": { + "@jridgewell/trace-mapping": "0.3.9" + }, + "engines": { + "node": ">=12" + } + }, + "node_modules/@cspotcode/source-map-support/node_modules/@jridgewell/trace-mapping": { + "version": "0.3.9", + "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.9.tgz", + "integrity": "sha512-3Belt6tdc8bPgAtbcmdtNJlirVoTmEb5e2gC94PnkwEW9jI6CAHUeoG85tjWP5WquqfavoMtMwiG4P926ZKKuQ==", + "dev": true, + "dependencies": { + "@jridgewell/resolve-uri": "^3.0.3", + "@jridgewell/sourcemap-codec": "^1.4.10" + } + }, "node_modules/@emnapi/runtime": { "version": "1.3.1", "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.3.1.tgz", @@ -654,6 +680,30 @@ "node": ">=14" } }, + "node_modules/@tsconfig/node10": { + "version": "1.0.11", + "resolved": "https://registry.npmjs.org/@tsconfig/node10/-/node10-1.0.11.tgz", + "integrity": 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"resolved": "https://registry.npmjs.org/@types/chokidar/-/chokidar-2.1.7.tgz", @@ -664,6 +714,12 @@ "chokidar": "*" } }, + "node_modules/@types/mocha": { + "version": "10.0.10", + "resolved": "https://registry.npmjs.org/@types/mocha/-/mocha-10.0.10.tgz", + "integrity": "sha512-xPyYSz1cMPnJQhl0CLMH68j3gprKZaTjG3s5Vi+fDgx+uhG9NOXwbVt52eFS8ECyXhyKcjDLCBEqBExKuiZb7Q==", + "dev": true + }, "node_modules/@types/node": { "version": "20.17.5", "resolved": "https://registry.npmjs.org/@types/node/-/node-20.17.5.tgz", @@ -759,6 +815,30 @@ "resolved": "https://registry.npmjs.org/abstract-logging/-/abstract-logging-2.0.1.tgz", "integrity": "sha512-2BjRTZxTPvheOvGbBslFSYOUkr+SjPtOnrLP33f+VIWLzezQpZcqVg7ja3L4dBXmzzgwT+a029jRx5PCi3JuiA==" }, + "node_modules/acorn": { + "version": "8.14.0", + "resolved": "https://registry.npmjs.org/acorn/-/acorn-8.14.0.tgz", + "integrity": "sha512-cl669nCJTZBsL97OF4kUQm5g5hC2uihk0NxY3WENAC0TYdILVkAyHymAntgxGkl7K+t0cXIrH5siy5S4XkFycA==", + "dev": true, + "bin": { + 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"dist/bin-script-deprecated.js" + }, + "peerDependencies": { + "@swc/core": ">=1.2.50", + "@swc/wasm": ">=1.2.50", + "@types/node": "*", + "typescript": ">=2.7" + }, + "peerDependenciesMeta": { + "@swc/core": { + "optional": true + }, + "@swc/wasm": { + "optional": true + } + } + }, + "node_modules/ts-node/node_modules/diff": { + "version": "4.0.2", + "resolved": "https://registry.npmjs.org/diff/-/diff-4.0.2.tgz", + "integrity": "sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A==", + "dev": true, + "engines": { + "node": ">=0.3.1" + } + }, "node_modules/tslib": { "version": "2.8.1", "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz", @@ -2979,6 +3485,12 @@ "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==", "dev": true }, + "node_modules/v8-compile-cache-lib": { + "version": "3.0.1", + "resolved": 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+ "integrity": "sha512-7pRTIA9Qc1caZ0bZ6RYRGbHJthJWuakf+WmHK0rVeLkNrrGhfoabBNdue6kdINI6r4if7ocq9aD/n7xwKOdzOA==", + "dev": true, + "dependencies": { + "camelcase": "^6.0.0", + "decamelize": "^4.0.0", + "flat": "^5.0.2", + "is-plain-obj": "^2.1.0" + }, + "engines": { + "node": ">=10" + } + }, "node_modules/yargs/node_modules/ansi-regex": { "version": "5.0.1", "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz", @@ -3202,6 +3735,27 @@ "node": ">=8" } }, + "node_modules/yn": { + "version": "3.1.1", + "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz", + "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==", + "dev": true, + "engines": { + "node": ">=6" + } + }, + "node_modules/yocto-queue": { + "version": "0.1.0", + "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", + "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", + "dev": true, + "engines": { + "node": ">=10" + }, + "funding": { + "url": "https://github.com/sponsors/sindresorhus" + } + }, "node_modules/zod": { "version": "3.23.8", "resolved": "https://registry.npmjs.org/zod/-/zod-3.23.8.tgz", diff --git a/package.json b/package.json index f7c710e..dd1bb90 100644 --- a/package.json +++ b/package.json @@ -4,7 +4,7 @@ "description": "Wraps comfyui to make it easier to use as a stateless web service", "main": "dist/src/index.js", "scripts": { - "test": "echo \"I am so sorry I haven't done tests for this yet. Feel free to contribute some!\" && exit 1", + "test": "mocha --require ts-node/register test/*.spec.ts", "build": "tsc", "build-binary": "./build-binary", "postinstall": "npm install --cpu=wasm32 sharp" @@ -14,9 +14,13 @@ "devDependencies": { "@anthropic-ai/sdk": "^0.26.1", "@types/chokidar": "^2.1.3", + "@types/mocha": "^10.0.10", "@types/node": "^20.12.7", "@yao-pkg/pkg": "^6.1.0", - "minimist": "^1.2.8" + "earl": "^1.3.0", + "minimist": "^1.2.8", + "mocha": "^11.0.1", + "ts-node": "^10.9.2" }, "bin": { "comfyui-api": "dist/src/index.js" diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts new file mode 100644 index 0000000..da4d5ee --- /dev/null +++ b/test/animatediff.spec.ts @@ -0,0 +1,7 @@ +import animateDiffVideoAndFramesWorkflow from "./workflows/animatediff-video-and-frames.json"; + +describe("AnimateDiff", () => { + it("returns still frames and a video", () => {}); + it("returns just a video", () => {}); + it("returns just still frames", () => {}); +}); From 9950df83e44e7ed3bcd87693a6fab97d3a9f6f2d Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 10:27:01 -0500 Subject: [PATCH 07/52] ignore model files --- .gitignore | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 869fbcf..42448c8 100644 --- a/.gitignore +++ b/.gitignore @@ -129,4 +129,8 @@ dist .yarn/install-state.gz .pnp.* -bin/ \ No newline at end of file +bin/ + +*.safetensors +*.ckpt +*.pth \ No newline at end of file From dfac8fbbb1425261ec6d41cfc7c80b2fa246b2a3 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 10:27:25 -0500 Subject: [PATCH 08/52] scaffolding tests --- docker-compose.yml | 6 +++++- test/animatediff.spec.ts | 15 ++++++++++++--- test/docker-image/Dockerfile | 27 +++++++++++++++++++++++++++ test/docker-image/link-models | 5 +++++ 4 files changed, 49 insertions(+), 4 deletions(-) create mode 100644 test/docker-image/Dockerfile create mode 100755 test/docker-image/link-models diff --git a/docker-compose.yml b/docker-compose.yml index 2784819..8cc8327 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,11 +1,15 @@ services: comfyui: - image: saladtechnologies/comfyui:comfy0.3.10-api1.6.1-base + image: saladtechnologies/comfyui:comfy0.3.10-test-image volumes: - ./bin:/app/bin command: ["/app/bin/comfyui-api"] + build: + context: ./test/docker-image + dockerfile: Dockerfile ports: - "3000:3000" + - "8188:8188" deploy: resources: reservations: diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index da4d5ee..f39ac7f 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -1,7 +1,16 @@ import animateDiffVideoAndFramesWorkflow from "./workflows/animatediff-video-and-frames.json"; describe("AnimateDiff", () => { - it("returns still frames and a video", () => {}); - it("returns just a video", () => {}); - it("returns just still frames", () => {}); + describe("Return content in response", () => { + it("returns still frames and a video", () => {}); + it("returns just a video", () => {}); + it("returns just still frames", () => {}); + it("accepts an array of base64 encoded images in the directory field", () => {}); + }); + + describe("Return content in webhooks", () => { + it("returns still frames and a video", () => {}); + it("returns just a video", () => {}); + it("returns just still frames", () => {}); + }); }); diff --git a/test/docker-image/Dockerfile b/test/docker-image/Dockerfile new file mode 100644 index 0000000..4f10e4a --- /dev/null +++ b/test/docker-image/Dockerfile @@ -0,0 +1,27 @@ +FROM saladtechnologies/comfyui:comfy0.3.10-api1.7.0-base + +RUN apt-get update && apt-get install -y \ + libgl1 \ + libgl1-mesa-glx \ + libglib2.0-0 && \ + rm -rf /var/lib/apt/lists/* + +RUN comfy node registry-install comfyui-videohelpersuite +RUN comfy node registry-install comfyui-animatediff-evolved +RUN comfy node registry-install efficiency-nodes-comfyui +RUN comfy node registry-install comfyui-advanced-controlnet + +RUN mkdir -p $MODEL_DIR/animatediff_models + +# https://huggingface.co/wangfuyun/AnimateLCM/resolve/b78bbce/AnimateLCM_sd15_t2v.ckpt +COPY models/AnimateLCM_sd15_t2v.ckpt ${MODEL_DIR}/animatediff_models/ + +# https://civitai.com/models/4384/dreamshaper +COPY models/dreamshaper_8.safetensors ${MODEL_DIR}/checkpoints/ + +COPY models/openpose-sd1.5-1.1.safetensors ${MODEL_DIR}/controlnet/ +COPY models/jump_V2.safetensors ${MODEL_DIR}/loras/ +COPY models/vae-ft-mse-840000-ema-pruned.ckpt ${MODEL_DIR}/vae/ + + +COPY poses $INPUT_DIR/ \ No newline at end of file diff --git a/test/docker-image/link-models b/test/docker-image/link-models new file mode 100755 index 0000000..f2e5e79 --- /dev/null +++ b/test/docker-image/link-models @@ -0,0 +1,5 @@ +#! /usr/bin/bash + +comfy_model_dir=~/comfyui/models + +ln -s $comfy_model_dir $PWD \ No newline at end of file From 0d02a42112e94441a20b083d361a8f12d9abc47c Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 10:27:43 -0500 Subject: [PATCH 09/52] controlnet frames --- test/docker-image/poses/B (1).png | Bin 0 -> 10981 bytes test/docker-image/poses/B (10).png | Bin 0 -> 10926 bytes test/docker-image/poses/B (11).png | Bin 0 -> 10593 bytes test/docker-image/poses/B (12).png | Bin 0 -> 10392 bytes test/docker-image/poses/B (13).png | Bin 0 -> 10717 bytes test/docker-image/poses/B (14).png | Bin 0 -> 11263 bytes test/docker-image/poses/B (15).png | Bin 0 -> 10805 bytes test/docker-image/poses/B (16).png | Bin 0 -> 11233 bytes test/docker-image/poses/B (17).png | Bin 0 -> 10904 bytes test/docker-image/poses/B (18).png | Bin 0 -> 11195 bytes test/docker-image/poses/B (19).png | Bin 0 -> 10575 bytes test/docker-image/poses/B (2).png | Bin 0 -> 10906 bytes test/docker-image/poses/B (20).png | Bin 0 -> 11127 bytes test/docker-image/poses/B (22).png | Bin 0 -> 10920 bytes test/docker-image/poses/B (23).png | Bin 0 -> 11063 bytes test/docker-image/poses/B (24).png | Bin 0 -> 11005 bytes test/docker-image/poses/B (25).png | Bin 0 -> 10872 bytes test/docker-image/poses/B (26).png | Bin 0 -> 10836 bytes test/docker-image/poses/B (27).png | Bin 0 -> 11067 bytes test/docker-image/poses/B (29).png | Bin 0 -> 10846 bytes test/docker-image/poses/B (3).png | Bin 0 -> 10734 bytes test/docker-image/poses/B (30).png | Bin 0 -> 10518 bytes test/docker-image/poses/B (31).png | Bin 0 -> 10695 bytes test/docker-image/poses/B (33).png | Bin 0 -> 10869 bytes test/docker-image/poses/B (34).png | Bin 0 -> 11235 bytes test/docker-image/poses/B (35).png | Bin 0 -> 11313 bytes test/docker-image/poses/B (36).png | Bin 0 -> 11140 bytes test/docker-image/poses/B (37).png | Bin 0 -> 11069 bytes test/docker-image/poses/B (38).png | Bin 0 -> 10880 bytes test/docker-image/poses/B (4).png | Bin 0 -> 10781 bytes test/docker-image/poses/B (40).png | Bin 0 -> 10087 bytes test/docker-image/poses/B (41).png | Bin 0 -> 10792 bytes test/docker-image/poses/B (42).png | Bin 0 -> 9931 bytes test/docker-image/poses/B (43).png | Bin 0 -> 10698 bytes test/docker-image/poses/B (44).png | Bin 0 -> 10670 bytes test/docker-image/poses/B (45).png | Bin 0 -> 10861 bytes test/docker-image/poses/B (47).png | Bin 0 -> 11143 bytes test/docker-image/poses/B (48).png | Bin 0 -> 10504 bytes test/docker-image/poses/B (49).png | Bin 0 -> 10442 bytes test/docker-image/poses/B (5).png | Bin 0 -> 10655 bytes test/docker-image/poses/B (50).png | Bin 0 -> 10472 bytes test/docker-image/poses/B (51).png | Bin 0 -> 10560 bytes test/docker-image/poses/B (52).png | Bin 0 -> 10625 bytes test/docker-image/poses/B (53).png | Bin 0 -> 11428 bytes test/docker-image/poses/B (54).png | Bin 0 -> 11328 bytes test/docker-image/poses/B (55).png | Bin 0 -> 10922 bytes test/docker-image/poses/B (56).png | Bin 0 -> 10774 bytes test/docker-image/poses/B (57).png | Bin 0 -> 11147 bytes test/docker-image/poses/B (58).png | Bin 0 -> 10947 bytes test/docker-image/poses/B (59).png | Bin 0 -> 10987 bytes test/docker-image/poses/B (6).png | Bin 0 -> 10847 bytes test/docker-image/poses/B (60).png | Bin 0 -> 10975 bytes test/docker-image/poses/B (61).png | Bin 0 -> 10850 bytes test/docker-image/poses/B (62).png | Bin 0 -> 10908 bytes test/docker-image/poses/B (63).png | Bin 0 -> 10670 bytes test/docker-image/poses/B (64).png | Bin 0 -> 10864 bytes test/docker-image/poses/B (65).png | Bin 0 -> 10950 bytes test/docker-image/poses/B (66).png | Bin 0 -> 10743 bytes test/docker-image/poses/B (67).png | Bin 0 -> 10811 bytes test/docker-image/poses/B (68).png | Bin 0 -> 10610 bytes test/docker-image/poses/B (69).png | Bin 0 -> 10807 bytes test/docker-image/poses/B (7).png | Bin 0 -> 10906 bytes test/docker-image/poses/B (70).png | Bin 0 -> 10492 bytes test/docker-image/poses/B (71).png | Bin 0 -> 10914 bytes test/docker-image/poses/B (72).png | Bin 0 -> 11314 bytes test/docker-image/poses/B (73).png | Bin 0 -> 11338 bytes test/docker-image/poses/B (74).png | Bin 0 -> 10920 bytes test/docker-image/poses/B (75).png | Bin 0 -> 11054 bytes test/docker-image/poses/B (76).png | Bin 0 -> 10916 bytes test/docker-image/poses/B (77).png | Bin 0 -> 11115 bytes test/docker-image/poses/B (78).png | Bin 0 -> 10084 bytes test/docker-image/poses/B (8).png | Bin 0 -> 10537 bytes .../workflows/animatediff-video-and-frames.json | 6 +++--- 73 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 test/docker-image/poses/B (1).png create mode 100644 test/docker-image/poses/B (10).png create mode 100644 test/docker-image/poses/B (11).png create mode 100644 test/docker-image/poses/B (12).png create mode 100644 test/docker-image/poses/B (13).png create mode 100644 test/docker-image/poses/B (14).png create mode 100644 test/docker-image/poses/B (15).png create mode 100644 test/docker-image/poses/B (16).png create mode 100644 test/docker-image/poses/B (17).png create mode 100644 test/docker-image/poses/B (18).png create mode 100644 test/docker-image/poses/B (19).png create mode 100644 test/docker-image/poses/B (2).png create mode 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"directory": "poses", "image_load_cap": 64, "skip_first_images": 0, "select_every_nth": 1 @@ -180,7 +180,7 @@ "inputs": { "width": 512, "height": 512, - "batch_size": 10 + "batch_size": 64 }, "class_type": "EmptyLatentImage", "_meta": { @@ -189,7 +189,7 @@ }, "92": { "inputs": { - "frame_rate": 10, + "frame_rate": 20, "loop_count": 0, "filename_prefix": "AnimateDiff_Video_And_Frames", "format": "image/gif", From 8f539d6953eebc918b846a42140c6f244a279309 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 10:28:39 -0500 Subject: [PATCH 10/52] ignore model directory --- .gitignore | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 42448c8..e4edd50 100644 --- a/.gitignore +++ b/.gitignore @@ -133,4 +133,5 @@ bin/ *.safetensors *.ckpt -*.pth \ No newline at end of file +*.pth +test/docker-image/models \ No newline at end of file From e1bff9945a2fe8160ae1807781abd75247403350 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 13:41:46 -0500 Subject: [PATCH 11/52] rip out filewatcher, just use comfy apis --- README.md | 4 +- claude-endpoint-creation-prompt.md | 4 +- docker-compose.yml | 3 +- example-workflows/flux/img2img.ts | 4 +- example-workflows/flux/txt2img.ts | 4 +- example-workflows/sd1.5/img2img.ts | 4 +- example-workflows/sd1.5/txt2img.ts | 4 +- example-workflows/sdxl/img2img.ts | 4 +- .../sdxl/txt2img-with-refiner.ts | 4 +- example-workflows/sdxl/txt2img.ts | 4 +- src/config.ts | 4 + src/server.ts | 194 ++++++------------ src/types.ts | 4 +- src/utils.ts | 71 ++++++- src/watcher.ts | 94 --------- test/animatediff.spec.ts | 2 +- test/docker-image/Dockerfile | 27 --- test/docker-image/comfy0.3.10.Dockerfile | 14 ++ ....json => animatediff-large-dir-video.json} | 33 +-- 19 files changed, 193 insertions(+), 289 deletions(-) delete mode 100644 src/watcher.ts delete mode 100644 test/docker-image/Dockerfile create mode 100644 test/docker-image/comfy0.3.10.Dockerfile rename test/workflows/{animatediff-video-and-frames.json => animatediff-large-dir-video.json} (88%) diff --git a/README.md b/README.md index ea5af71..ad477fa 100644 --- a/README.md +++ b/README.md @@ -154,7 +154,7 @@ type ComfyNode = z.infer; interface Workflow { RequestSchema: z.ZodObject; - generateWorkflow: (input: any) => Record; + generateWorkflow: (input: any) => ComfyPrompt; } // This defaults the checkpoint to whatever was used in the warmup workflow @@ -227,7 +227,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "3": { inputs: { diff --git a/claude-endpoint-creation-prompt.md b/claude-endpoint-creation-prompt.md index 6b02485..80fd7dd 100644 --- a/claude-endpoint-creation-prompt.md +++ b/claude-endpoint-creation-prompt.md @@ -28,7 +28,7 @@ type ComfyNode = z.infer; interface Workflow { RequestSchema: z.ZodObject; - generateWorkflow: (input: any) => Record; + generateWorkflow: (input: any) => ComfyPrompt; description?: string; summary?: string; } @@ -92,7 +92,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "6": { inputs: { diff --git a/docker-compose.yml b/docker-compose.yml index 8cc8327..493dcb2 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -3,10 +3,11 @@ services: image: saladtechnologies/comfyui:comfy0.3.10-test-image volumes: - ./bin:/app/bin + - ./test/docker-image/models:/opt/ComfyUI/models command: ["/app/bin/comfyui-api"] build: context: ./test/docker-image - dockerfile: Dockerfile + dockerfile: comfy0.3.10.Dockerfile ports: - "3000:3000" - "8188:8188" diff --git a/example-workflows/flux/img2img.ts b/example-workflows/flux/img2img.ts index 9761f74..41e7671 100644 --- a/example-workflows/flux/img2img.ts +++ b/example-workflows/flux/img2img.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -88,7 +88,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "6": { inputs: { diff --git a/example-workflows/flux/txt2img.ts b/example-workflows/flux/txt2img.ts index bdbce89..ae9153b 100644 --- a/example-workflows/flux/txt2img.ts +++ b/example-workflows/flux/txt2img.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -66,7 +66,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "6": { inputs: { diff --git a/example-workflows/sd1.5/img2img.ts b/example-workflows/sd1.5/img2img.ts index 11a19bf..9c07ca4 100644 --- a/example-workflows/sd1.5/img2img.ts +++ b/example-workflows/sd1.5/img2img.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -94,7 +94,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "3": { inputs: { diff --git a/example-workflows/sd1.5/txt2img.ts b/example-workflows/sd1.5/txt2img.ts index 1ac5453..2f3aa9c 100644 --- a/example-workflows/sd1.5/txt2img.ts +++ b/example-workflows/sd1.5/txt2img.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -70,7 +70,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "3": { inputs: { diff --git a/example-workflows/sdxl/img2img.ts b/example-workflows/sdxl/img2img.ts index 72449f1..077711b 100644 --- a/example-workflows/sdxl/img2img.ts +++ b/example-workflows/sdxl/img2img.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -94,7 +94,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "8": { inputs: { diff --git a/example-workflows/sdxl/txt2img-with-refiner.ts b/example-workflows/sdxl/txt2img-with-refiner.ts index a6c493f..c136e29 100644 --- a/example-workflows/sdxl/txt2img-with-refiner.ts +++ b/example-workflows/sdxl/txt2img-with-refiner.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -93,7 +93,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "4": { inputs: { diff --git a/example-workflows/sdxl/txt2img.ts b/example-workflows/sdxl/txt2img.ts index 4fe480f..736957b 100644 --- a/example-workflows/sdxl/txt2img.ts +++ b/example-workflows/sdxl/txt2img.ts @@ -1,5 +1,5 @@ import { z } from "zod"; -import { ComfyNode, Workflow } from "../../src/types"; +import { ComfyPrompt, Workflow } from "../../src/types"; import config from "../../src/config"; let checkpoint: any = config.models.checkpoints.enum.optional(); @@ -71,7 +71,7 @@ const RequestSchema = z.object({ type InputType = z.infer; -function generateWorkflow(input: InputType): Record { +function generateWorkflow(input: InputType): ComfyPrompt { return { "4": { inputs: { diff --git a/src/config.ts b/src/config.ts index 531735b..9668936 100644 --- a/src/config.ts +++ b/src/config.ts @@ -1,6 +1,7 @@ import assert from "node:assert"; import fs from "node:fs"; import path from "node:path"; +import { randomUUID } from "node:crypto"; import { execSync } from "child_process"; import { z } from "zod"; const { @@ -25,6 +26,8 @@ const { fs.mkdirSync(WORKFLOW_DIR, { recursive: true }); const comfyURL = `http://${DIRECT_ADDRESS}:${COMFYUI_PORT_HOST}`; +const wsClientId = randomUUID(); +const comfyWSURL = `ws://${DIRECT_ADDRESS}:${COMFYUI_PORT_HOST}/ws?clientId=${wsClientId}`; const selfURL = `http://localhost:${PORT}`; const port = parseInt(PORT, 10); const startupCheckInterval = parseInt(STARTUP_CHECK_INTERVAL_S, 10) * 1000; @@ -125,6 +128,7 @@ const config = { comfyHost: DIRECT_ADDRESS, comfyPort: COMFYUI_PORT_HOST, comfyURL, + comfyWSURL, startupCheckInterval, startupCheckMaxTries, comfyDir, diff --git a/src/server.ts b/src/server.ts index 1456afb..a257729 100644 --- a/src/server.ts +++ b/src/server.ts @@ -7,7 +7,6 @@ import { validatorCompiler, ZodTypeProvider, } from "fastify-type-provider-zod"; -import { DirectoryWatcher } from "./watcher"; import fsPromises from "fs/promises"; import path from "path"; import { version } from "../package.json"; @@ -20,6 +19,8 @@ import { processImage, zodToMarkdownTable, convertImageBuffer, + queuePrompt, + runPromptAndGetOutputs, } from "./utils"; import { PromptRequestSchema, @@ -35,8 +36,6 @@ import workflows from "./workflows"; import { z } from "zod"; import { randomUUID } from "crypto"; -const outputWatcher = new DirectoryWatcher(config.outputDir); - const server = Fastify({ bodyLimit: 100 * 1024 * 1024, // 45MB logger: true, @@ -182,32 +181,31 @@ server.after(() => { * Here we go through all the nodes in the prompt to validate it, * and also to do some pre-processing. */ - let batchSize = 0; let hasSaveImage = false; const saveNodesWithFilenamePrefix = new Set([ "SaveImage", "SaveAnimatedWEBP", "SaveAnimatedPNG", + "VHS_VideoCombine", ]); const loadImageNodes = new Set(["LoadImage"]); const loadDirectoryOfImagesNodes = new Set(["VHS_LoadImages"]); for (const nodeId in prompt) { const node = prompt[nodeId]; - if (saveNodesWithFilenamePrefix.has(node.class_type)) { /** * If the node is for saving files, we want to set the filename_prefix * to the id of the prompt. This is so that we can associate the output * files with the prompt that generated them. */ + if ( + typeof node.inputs.save_output !== "undefined" && + !node.inputs.save_output + ) { + continue; + } node.inputs.filename_prefix = id; hasSaveImage = true; - } else if (node.inputs.batch_size) { - /** - * A few nodes have a batch_size input that we can use to determine - * how many images to expect from the output. - */ - batchSize += node.inputs.batch_size; } else if (loadImageNodes.has(node.class_type)) { /** * If the node is for loading an image, the user will have provided @@ -249,32 +247,8 @@ server.after(() => { }); } } - } else if ( - node.class_type === "EmptyMotionData" && - node.inputs.frames - ) { - /** - * If the node is EmptyMotionData, we need to set the batch size to the number - * of frames that the user has provided. - */ - batchSize = node.inputs.frames; - } else if ( - node.class_type === "VHS_VideoCombine" && - node.inputs.save_output - ) { - /** - * This node only optionally saves the output, so we need to check if the user - * has enabled saving the output, and if so, set the filename_prefix to the id - * of the prompt. - */ - node.inputs.filename_prefix = id; - hasSaveImage = true; - - // Outputs the video file, and a preview image - batchSize += 2; } } - if (!hasSaveImage) { return reply.code(400).send({ error: `Prompt must contain a a node that saves an image or video. Supported nodes are: ${[ @@ -285,31 +259,34 @@ server.after(() => { }); } - if (batchSize === 0) { - return reply.code(400).send({ - error: `Prompt must contain a node that specifies batch_size, frames, or a video output.`, - location: "prompt", - }); - } - if (webhook) { /** - * If the user has provided a webhook, we set up a watcher to send outputs via webhook. + * Send the prompt to ComfyUI, and return a 202 response to the user. */ - outputWatcher.addPrefixAction( - id, - batchSize, - async (filepath: string) => { - let fileBuffer = await fsPromises.readFile(filepath); - - if (convert_output) { - fileBuffer = await convertImageBuffer(fileBuffer, convert_output); - } - - const base64File = fileBuffer.toString("base64"); + runPromptAndGetOutputs(prompt, app.log).then( + /** + * This function does not block returning the 202 response to the user. + */ + async (outputs: Record) => { + for (const originalFilename in outputs) { + let filename = originalFilename; + let fileBuffer = outputs[filename]; + if (convert_output) { + fileBuffer = await convertImageBuffer( + fileBuffer, + convert_output + ); - try { - const res = await fetch(webhook, { + /** + * If the user has provided an output format, we need to update the filename + */ + filename = originalFilename.replace( + /\.[^/.]+$/, + `.${convert_output.format}` + ); + } + const base64File = fileBuffer.toString("base64"); + fetch(webhook, { method: "POST", headers: { "Content-Type": "application/json", @@ -317,39 +294,18 @@ server.after(() => { body: JSON.stringify({ image: base64File, id, - filename: path.basename(filepath), + filename, prompt, }), + }).catch((e: any) => { + app.log.error(`Failed to send image to webhook: ${e.message}`); }); - if (!res.ok) { - app.log.error( - `Failed to send image to webhook: ${await res.text()}` - ); - } - } catch (e: any) { - app.log.error(`Failed to send image to webhook: ${e.message}`); - } - // Remove the file after sending - fsPromises.unlink(filepath); + // Remove the file after sending + fsPromises.unlink(path.join(config.outputDir, originalFilename)); + } } ); - - /** - * Send the prompt to ComfyUI, and return a 202 response to the user. - */ - const resp = await fetch(`${config.comfyURL}/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt }), - }); - - if (!resp.ok) { - outputWatcher.removePrefixAction(id); - return reply.code(resp.status).send({ error: await resp.text() }); - } return reply.code(202).send({ status: "ok", id, webhook, prompt }); } else { /** @@ -358,60 +314,33 @@ server.after(() => { */ const images: string[] = []; const filenames: string[] = []; - function waitForImagesToGenerate(): Promise { - return new Promise((resolve) => { - outputWatcher.addPrefixAction( - id, - batchSize, - async (filepath: string) => { - let fileBuffer = await fsPromises.readFile(filepath); - let filename = path.basename(filepath); - if (convert_output) { - fileBuffer = await convertImageBuffer( - fileBuffer, - convert_output - ); - /** - * If the user has provided an output format, we need to update the filename - */ - filename = filename.replace( - /\.[^/.]+$/, - `.${convert_output.format}` - ); - } - - const base64File = fileBuffer.toString("base64"); - images.push(base64File); - filenames.push(filename); - - // Remove the file after reading - fsPromises.unlink(filepath); - - if (images.length === batchSize) { - outputWatcher.removePrefixAction(id); - resolve(); - } - } - ); - }); - } /** * Send the prompt to ComfyUI, and wait for the images to be generated. */ - const finished = waitForImagesToGenerate(); - const resp = await fetch(`${config.comfyURL}/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt }), - }); - if (!resp.ok) { - outputWatcher.removePrefixAction(id); - return reply.code(resp.status).send({ error: await resp.text() }); + const allOutputs = await runPromptAndGetOutputs(prompt, app.log); + for (const originalFilename in allOutputs) { + let fileBuffer = allOutputs[originalFilename]; + let filename = originalFilename; + + if (convert_output) { + fileBuffer = await convertImageBuffer(fileBuffer, convert_output); + /** + * If the user has provided an output format, we need to update the filename + */ + filename = originalFilename.replace( + /\.[^/.]+$/, + `.${convert_output.format}` + ); + } + + const base64File = fileBuffer.toString("base64"); + images.push(base64File); + filenames.push(filename); + + // Remove the file after reading + fsPromises.unlink(path.join(config.outputDir, originalFilename)); } - await finished; return reply.send({ id, prompt, images, filenames }); } @@ -502,7 +431,6 @@ let warm = false; process.on("SIGINT", async () => { server.log.info("Received SIGINT, interrupting process"); shutdownComfyUI(); - await outputWatcher.stopWatching(); process.exit(0); }); diff --git a/src/types.ts b/src/types.ts index 9ace1e9..5743bc5 100644 --- a/src/types.ts +++ b/src/types.ts @@ -9,6 +9,8 @@ export const ComfyNodeSchema = z.object({ export type ComfyNode = z.infer; +export type ComfyPrompt = Record; + export const JPEGOptionsSchema = z.object({ quality: z.number().optional().default(80).describe("quality, integer 1-100"), progressive: z @@ -153,7 +155,7 @@ export const WorkflowSchema = z.object({ export interface Workflow { RequestSchema: z.ZodObject; - generateWorkflow: (input: any) => Record; + generateWorkflow: (input: any) => Promise | ComfyPrompt; description?: string; summary?: string; } diff --git a/src/utils.ts b/src/utils.ts index 1e090ce..455b21e 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -6,9 +6,9 @@ import fsPromises from "fs/promises"; import { Readable } from "stream"; import path from "path"; import { randomUUID } from "crypto"; -import { ZodObject, ZodRawShape, ZodTypeAny, ZodDefault, ostring } from "zod"; +import { ZodObject, ZodRawShape, ZodTypeAny, ZodDefault } from "zod"; import sharp from "sharp"; -import { OutputConversionOptions } from "./types"; +import { ComfyPrompt, OutputConversionOptions } from "./types"; const commandExecutor = new CommandExecutor(); @@ -258,3 +258,70 @@ export async function convertImageBuffer( return image.toBuffer(); } + +export async function queuePrompt(prompt: ComfyPrompt): Promise { + const resp = await fetch(`${config.comfyURL}/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ prompt }), + }); + if (!resp.ok) { + throw new Error(`Failed to queue prompt: ${await resp.text()}`); + } + const { prompt_id } = await resp.json(); + return prompt_id; +} + +export async function getPromptOutputs( + promptId: string +): Promise | null> { + const resp = await fetch(`${config.comfyURL}/history/${promptId}`); + if (!resp.ok) { + throw new Error(`Failed to get prompt outputs: ${await resp.text()}`); + } + const body = await resp.json(); + const allOutputs: Record = {}; + const fileLoadPromises: Promise[] = []; + if (!body[promptId]) { + return null; + } + const { status, outputs } = body[promptId]; + if (status.completed) { + for (const nodeId in outputs) { + const node = outputs[nodeId]; + for (const outputType in node) { + for (let outputFile of node[outputType]) { + const filename = outputFile.filename; + const filepath = path.join(config.outputDir, filename); + fileLoadPromises.push( + fsPromises.readFile(filepath).then((data) => { + allOutputs[filename] = data; + }) + ); + } + } + } + } else { + console.log(JSON.stringify(status, null, 2)); + throw new Error("Prompt is not completed"); + } + await Promise.all(fileLoadPromises); + return allOutputs; +} + +export async function runPromptAndGetOutputs( + prompt: ComfyPrompt, + log: FastifyBaseLogger +): Promise> { + const promptId = await queuePrompt(prompt); + log.info(`Prompt queued with ID: ${promptId}`); + while (true) { + const outputs = await getPromptOutputs(promptId); + if (outputs) { + return outputs; + } + await sleep(50); + } +} diff --git a/src/watcher.ts b/src/watcher.ts deleted file mode 100644 index e37be6a..0000000 --- a/src/watcher.ts +++ /dev/null @@ -1,94 +0,0 @@ -import chokidar, { FSWatcher } from "chokidar"; -import path from "path"; -import fs, { Stats } from "fs"; - -// Function to check if the file has stopped changing -function waitForFileStability(filePath: string): Promise { - return new Promise((resolve, reject) => { - let lastKnownSize = -1; - let retries = 0; - - const checkFile = () => { - fs.stat(filePath, (err, stats) => { - if (err) { - reject(`Error accessing file: ${err}`); - return; - } - - if (stats.size === lastKnownSize && stats.size > 0) { - if (retries >= 3) { - // Consider the file stable after 3 checks - resolve(); - } else { - retries++; - setTimeout(checkFile, 50); // Shortened interval due to smaller file size - } - } else { - lastKnownSize = stats.size; - retries = 0; - setTimeout(checkFile, 50); - } - }); - }; - - checkFile(); - }); -} - -export class DirectoryWatcher { - private watcher: FSWatcher | null = null; - private directory: string; - private activeTasks: Set> = new Set(); - private prefixActions: Record Promise> = {}; - private prefixActionCounts: Record = {}; - - constructor(directory: string) { - this.directory = directory; - console.log(`Watching directory: ${this.directory}`); - this.watcher = chokidar.watch(this.directory, { - ignored: /^\./, - persistent: true, - }); - - this.watcher.on("add", async (filepath: string, stats?: Stats) => { - for (const prefix in this.prefixActions) { - if (path.basename(filepath).startsWith(prefix)) { - await waitForFileStability(filepath); - const task = this.prefixActions[prefix](filepath).finally(() => { - this.activeTasks.delete(task); - if (this.prefixActionCounts[prefix] > 0) { - this.prefixActionCounts[prefix]--; - } else { - this.removePrefixAction(prefix); - } - }); - this.activeTasks.add(task); - } - } - }); - } - - addPrefixAction( - prefix: string, - maxExecutions: number, - action: (path: string) => Promise - ) { - this.prefixActions[prefix] = action; - this.prefixActionCounts[prefix] = maxExecutions; - } - - removePrefixAction(prefix: string) { - delete this.prefixActions[prefix]; - } - - // Stop watching the directory - async stopWatching(): Promise { - if (this.watcher) { - await Promise.all(this.activeTasks); // Wait for all tasks to complete - console.log("All tasks completed."); - this.watcher.close(); // Close the watcher to free up resources - this.watcher = null; - console.log("Stopped watching directory."); - } - } -} diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index f39ac7f..32c11c3 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -1,4 +1,4 @@ -import animateDiffVideoAndFramesWorkflow from "./workflows/animatediff-video-and-frames.json"; +import animateDiffVideoAndFramesWorkflow from "./workflows/animatediff-large-dir-video.json"; describe("AnimateDiff", () => { describe("Return content in response", () => { diff --git a/test/docker-image/Dockerfile b/test/docker-image/Dockerfile deleted file mode 100644 index 4f10e4a..0000000 --- a/test/docker-image/Dockerfile +++ /dev/null @@ -1,27 +0,0 @@ -FROM saladtechnologies/comfyui:comfy0.3.10-api1.7.0-base - -RUN apt-get update && apt-get install -y \ - libgl1 \ - libgl1-mesa-glx \ - libglib2.0-0 && \ - rm -rf /var/lib/apt/lists/* - -RUN comfy node registry-install comfyui-videohelpersuite -RUN comfy node registry-install comfyui-animatediff-evolved -RUN comfy node registry-install efficiency-nodes-comfyui -RUN comfy node registry-install comfyui-advanced-controlnet - -RUN mkdir -p $MODEL_DIR/animatediff_models - -# https://huggingface.co/wangfuyun/AnimateLCM/resolve/b78bbce/AnimateLCM_sd15_t2v.ckpt -COPY models/AnimateLCM_sd15_t2v.ckpt ${MODEL_DIR}/animatediff_models/ - -# https://civitai.com/models/4384/dreamshaper -COPY models/dreamshaper_8.safetensors ${MODEL_DIR}/checkpoints/ - -COPY models/openpose-sd1.5-1.1.safetensors ${MODEL_DIR}/controlnet/ -COPY models/jump_V2.safetensors ${MODEL_DIR}/loras/ -COPY models/vae-ft-mse-840000-ema-pruned.ckpt ${MODEL_DIR}/vae/ - - -COPY poses $INPUT_DIR/ \ No newline at end of file diff --git a/test/docker-image/comfy0.3.10.Dockerfile b/test/docker-image/comfy0.3.10.Dockerfile new file mode 100644 index 0000000..f6cdbfe --- /dev/null +++ b/test/docker-image/comfy0.3.10.Dockerfile @@ -0,0 +1,14 @@ +FROM saladtechnologies/comfyui:comfy0.3.10-api1.7.0-base + +RUN apt-get update && apt-get install -y \ + libgl1 \ + libgl1-mesa-glx \ + libglib2.0-0 && \ + rm -rf /var/lib/apt/lists/* + +RUN comfy node registry-install comfyui-videohelpersuite +RUN comfy node registry-install comfyui-animatediff-evolved +RUN comfy node registry-install efficiency-nodes-comfyui +RUN comfy node registry-install comfyui-advanced-controlnet + +COPY poses $INPUT_DIR/poses \ No newline at end of file diff --git a/test/workflows/animatediff-video-and-frames.json b/test/workflows/animatediff-large-dir-video.json similarity index 88% rename from test/workflows/animatediff-video-and-frames.json rename to test/workflows/animatediff-large-dir-video.json index 8ce8b29..1e309cf 100644 --- a/test/workflows/animatediff-video-and-frames.json +++ b/test/workflows/animatediff-large-dir-video.json @@ -125,7 +125,7 @@ "52": { "inputs": { "directory": "poses", - "image_load_cap": 64, + "image_load_cap": 100, "skip_first_images": 0, "select_every_nth": 1 }, @@ -141,6 +141,10 @@ "model": [ "68", 0 + ], + "context_options": [ + "110", + 0 ] }, "class_type": "ADE_AnimateDiffLoaderGen1", @@ -180,7 +184,10 @@ "inputs": { "width": 512, "height": 512, - "batch_size": 64 + "batch_size": [ + "52", + 2 + ] }, "class_type": "EmptyLatentImage", "_meta": { @@ -191,8 +198,8 @@ "inputs": { "frame_rate": 20, "loop_count": 0, - "filename_prefix": "AnimateDiff_Video_And_Frames", - "format": "image/gif", + "filename_prefix": "EasySpriteAnimation_DragonEspral", + "format": "image/webp", "pingpong": false, "save_output": true, "images": [ @@ -205,17 +212,19 @@ "title": "Video Combine 🎥🅥🅗🅢" } }, - "106": { + "110": { "inputs": { - "filename_prefix": "AnimateDiff_Video_And_Frames", - "images": [ - "24", - 0 - ] + "context_length": 16, + "context_stride": 1, + "context_overlap": 4, + "fuse_method": "pyramid", + "use_on_equal_length": false, + "start_percent": 0, + "guarantee_steps": 1 }, - "class_type": "SaveImage", + "class_type": "ADE_StandardUniformContextOptions", "_meta": { - "title": "Save Image" + "title": "Context Options◆Standard Uniform 🎭🅐🅓" } } } \ No newline at end of file From 02a3777effd9b4f851e516905be067c573b01925 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 13:52:43 -0500 Subject: [PATCH 12/52] first passing test --- package.json | 2 +- test/animatediff.spec.ts | 32 ++- .../animatediff-small-dir-video.json | 230 ++++++++++++++++++ 3 files changed, 261 insertions(+), 3 deletions(-) create mode 100644 test/workflows/animatediff-small-dir-video.json diff --git a/package.json b/package.json index dd1bb90..fb8f3c1 100644 --- a/package.json +++ b/package.json @@ -4,7 +4,7 @@ "description": "Wraps comfyui to make it easier to use as a stateless web service", "main": "dist/src/index.js", "scripts": { - "test": "mocha --require ts-node/register test/*.spec.ts", + "test": "mocha --require ts-node/register --timeout=0 test/*.spec.ts", "build": "tsc", "build-binary": "./build-binary", "postinstall": "npm install --cpu=wasm32 sharp" diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index 32c11c3..434d90a 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -1,11 +1,39 @@ -import animateDiffVideoAndFramesWorkflow from "./workflows/animatediff-large-dir-video.json"; +import { expect } from "earl"; +import sharp from "sharp"; + +import animateDiffLargeVideo from "./workflows/animatediff-large-dir-video.json"; +import animateDiffSmallVideo from "./workflows/animatediff-small-dir-video.json"; describe("AnimateDiff", () => { describe("Return content in response", () => { it("returns still frames and a video", () => {}); - it("returns just a video", () => {}); + + it("returns just a video", async () => { + const resp = await fetch(`http://localhost:3000/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ prompt: animateDiffSmallVideo }), + }); + expect(resp.ok).toEqual(true); + + const respBody = await resp.json(); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.filenames[0]).toMatchRegex(/\.webp$/); + + expect(respBody.images.length).toEqual(1); + const imageBuffer = Buffer.from(respBody.images[0], "base64"); + const image = sharp(imageBuffer); + const metadata = await image.metadata(); + expect(metadata.width).toEqual(512); + expect(metadata.height).toEqual(512); + expect(metadata.format).toEqual("webp"); + expect(metadata.pages).toEqual(10); + }); it("returns just still frames", () => {}); it("accepts an array of base64 encoded images in the directory field", () => {}); + it("handles multiple queued requests", () => {}); }); describe("Return content in webhooks", () => { diff --git a/test/workflows/animatediff-small-dir-video.json b/test/workflows/animatediff-small-dir-video.json new file mode 100644 index 0000000..8bd8b2c --- /dev/null +++ b/test/workflows/animatediff-small-dir-video.json @@ -0,0 +1,230 @@ +{ + "11": { + "inputs": { + "ckpt_name": "dreamshaper_8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "24": { + "inputs": { + "upscale_method": "lanczos", + "width": 512, + "height": 512, + "crop": "disabled", + "image": [ + "49", + 5 + ] + }, + "class_type": "ImageScale", + "_meta": { + "title": "Upscale Image" + } + }, + "45": { + "inputs": { + "strength": 1.5, + "start_percent": 0, + "end_percent": 1, + "positive": [ + "48", + 0 + ], + "negative": [ + "47", + 0 + ], + "control_net": [ + "46", + 0 + ], + "image": [ + "52", + 0 + ] + }, + "class_type": "ControlNetApplyAdvanced", + "_meta": { + "title": "Apply ControlNet" + } + }, + "46": { + "inputs": { + "control_net_name": "openpose-sd1.5-1.1.safetensors" + }, + "class_type": "ControlNetLoaderAdvanced", + "_meta": { + "title": "Load Advanced ControlNet Model 🛂🅐🅒🅝" + } + }, + "47": { + "inputs": { + "text": "logo,text,low quality,sketches,watermark,signature,bad anatomy,worstquality,grayscale,monochrome,lowres,bad proportions,out of focus,username,cropped,EasyNegative,extra limb,disconnected limbs,floating limbs,malformed limbs,missing limb,extra arms,mutated hands,poorly drawn hands,malformed hands,mutated hands and fingers,bad hands,missing fingers,fused fingers,too many fingers,extra legs,bad feet,poorly drawn face,disfigured,ugly,mutation,mutated,deformed,bad body,", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "48": { + "inputs": { + "text": "DragonBall, Vegeta, supersaiya, (white background)", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "49": { + "inputs": { + "seed": 1753570581, + "steps": 20, + "cfg": 2, + "sampler_name": "lcm", + "scheduler": "karras", + "denoise": 1, + "preview_method": "none", + "vae_decode": "true", + "model": [ + "54", + 0 + ], + "positive": [ + "45", + 0 + ], + "negative": [ + "45", + 1 + ], + "latent_image": [ + "70", + 0 + ], + "optional_vae": [ + "69", + 0 + ] + }, + "class_type": "KSampler (Efficient)", + "_meta": { + "title": "KSampler (Efficient)" + } + }, + "52": { + "inputs": { + "directory": "poses", + "image_load_cap": 10, + "skip_first_images": 0, + "select_every_nth": 1 + }, + "class_type": "VHS_LoadImages", + "_meta": { + "title": "Load Images (Upload) 🎥🅥🅗🅢" + } + }, + "54": { + "inputs": { + "model_name": "AnimateLCM_sd15_t2v.ckpt", + "beta_schedule": "autoselect", + "model": [ + "68", + 0 + ], + "context_options": [ + "110", + 0 + ] + }, + "class_type": "ADE_AnimateDiffLoaderGen1", + "_meta": { + "title": "AnimateDiff Loader 🎭🅐🅓①" + } + }, + "68": { + "inputs": { + "lora_name": "jump_V2.safetensors", + "strength_model": 1, + "strength_clip": 1, + "model": [ + "11", + 0 + ], + "clip": [ + "11", + 1 + ] + }, + "class_type": "LoraLoader", + "_meta": { + "title": "Load LoRA" + } + }, + "69": { + "inputs": { + "vae_name": "vae-ft-mse-840000-ema-pruned.ckpt" + }, + "class_type": "VAELoader", + "_meta": { + "title": "Load VAE" + } + }, + "70": { + "inputs": { + "width": 512, + "height": 512, + "batch_size": [ + "52", + 2 + ] + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + }, + "92": { + "inputs": { + "frame_rate": 20, + "loop_count": 0, + "filename_prefix": "EasySpriteAnimation_DragonEspral", + "format": "image/webp", + "pingpong": false, + "save_output": true, + "images": [ + "24", + 0 + ] + }, + "class_type": "VHS_VideoCombine", + "_meta": { + "title": "Video Combine 🎥🅥🅗🅢" + } + }, + "110": { + "inputs": { + "context_length": 16, + "context_stride": 1, + "context_overlap": 4, + "fuse_method": "pyramid", + "use_on_equal_length": false, + "start_percent": 0, + "guarantee_steps": 1 + }, + "class_type": "ADE_StandardUniformContextOptions", + "_meta": { + "title": "Context Options◆Standard Uniform 🎭🅐🅓" + } + } +} \ No newline at end of file From a71a7d6b00e98aec9061e9ca19aa98056db1f318 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 15:27:55 -0500 Subject: [PATCH 13/52] fixes based on testing --- src/server.ts | 2 +- src/utils.ts | 23 +- test/animatediff.spec.ts | 89 ++++++- ...> animatediff-large-video-and-frames.json} | 24 +- test/workflows/animatediff-small-frames.json | 224 ++++++++++++++++++ .../animatediff-small-video-and-frames.json | 224 ++++++++++++++++++ ...ideo.json => animatediff-small-video.json} | 2 +- 7 files changed, 566 insertions(+), 22 deletions(-) rename test/workflows/{animatediff-large-dir-video.json => animatediff-large-video-and-frames.json} (92%) create mode 100644 test/workflows/animatediff-small-frames.json create mode 100644 test/workflows/animatediff-small-video-and-frames.json rename test/workflows/{animatediff-small-dir-video.json => animatediff-small-video.json} (99%) diff --git a/src/server.ts b/src/server.ts index a257729..9cd17e8 100644 --- a/src/server.ts +++ b/src/server.ts @@ -198,13 +198,13 @@ server.after(() => { * to the id of the prompt. This is so that we can associate the output * files with the prompt that generated them. */ + node.inputs.filename_prefix = id; if ( typeof node.inputs.save_output !== "undefined" && !node.inputs.save_output ) { continue; } - node.inputs.filename_prefix = id; hasSaveImage = true; } else if (loadImageNodes.has(node.class_type)) { /** diff --git a/src/utils.ts b/src/utils.ts index 455b21e..1fa592b 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -275,7 +275,8 @@ export async function queuePrompt(prompt: ComfyPrompt): Promise { } export async function getPromptOutputs( - promptId: string + promptId: string, + log: FastifyBaseLogger ): Promise | null> { const resp = await fetch(`${config.comfyURL}/history/${promptId}`); if (!resp.ok) { @@ -296,13 +297,25 @@ export async function getPromptOutputs( const filename = outputFile.filename; const filepath = path.join(config.outputDir, filename); fileLoadPromises.push( - fsPromises.readFile(filepath).then((data) => { - allOutputs[filename] = data; - }) + fsPromises + .readFile(filepath) + .then((data) => { + allOutputs[filename] = data; + }) + .catch((e: any) => { + /** + * The most likely reason for this is a node that has an optonal + * output. If the node doesn't produce that output, the file won't + * exist. + */ + log.warn(`Failed to read file ${filepath}: ${e.message}`); + }) ); } } } + } else if (status.status_str === "error") { + throw new Error("Prompt execution failed"); } else { console.log(JSON.stringify(status, null, 2)); throw new Error("Prompt is not completed"); @@ -318,7 +331,7 @@ export async function runPromptAndGetOutputs( const promptId = await queuePrompt(prompt); log.info(`Prompt queued with ID: ${promptId}`); while (true) { - const outputs = await getPromptOutputs(promptId); + const outputs = await getPromptOutputs(promptId, log); if (outputs) { return outputs; } diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index 434d90a..25fa1be 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -1,12 +1,37 @@ import { expect } from "earl"; import sharp from "sharp"; -import animateDiffLargeVideo from "./workflows/animatediff-large-dir-video.json"; -import animateDiffSmallVideo from "./workflows/animatediff-small-dir-video.json"; +import animateDiffLargeVideo from "./workflows/animatediff-large-video-and-frames.json"; +import animateDiffSmallVideo from "./workflows/animatediff-small-video.json"; +import animateDiffSmallVideoAndFrames from "./workflows/animatediff-small-video-and-frames.json"; +import animateDiffSmallFrames from "./workflows/animatediff-small-frames.json"; describe("AnimateDiff", () => { describe("Return content in response", () => { - it("returns still frames and a video", () => {}); + it("returns still frames and a video", async () => { + const resp = await fetch(`http://localhost:3000/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ prompt: animateDiffSmallVideoAndFrames }), + }); + expect(resp.ok).toEqual(true); + + const respBody = await resp.json(); + expect(respBody.filenames.length).toEqual(11); + for (let i = 0; i < respBody.filenames.length; i++) { + const filename = respBody.filenames[i]; + const image = sharp(Buffer.from(respBody.images[i], "base64")); + const metadata = await image.metadata(); + expect(metadata.width).toEqual(512); + expect(metadata.height).toEqual(512); + if (filename.endsWith(".webp")) { + expect(metadata.format).toEqual("webp"); + expect(metadata.pages).toEqual(10); + } + } + }); it("returns just a video", async () => { const resp = await fetch(`http://localhost:3000/prompt`, { @@ -31,14 +56,60 @@ describe("AnimateDiff", () => { expect(metadata.format).toEqual("webp"); expect(metadata.pages).toEqual(10); }); - it("returns just still frames", () => {}); - it("accepts an array of base64 encoded images in the directory field", () => {}); - it("handles multiple queued requests", () => {}); + + it("returns just still frames", async () => { + const resp = await fetch(`http://localhost:3000/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ prompt: animateDiffSmallFrames }), + }); + expect(resp.ok).toEqual(true); + + const respBody = await resp.json(); + expect(respBody.filenames.length).toEqual(10); + for (let i = 0; i < respBody.filenames.length; i++) { + const image = sharp(Buffer.from(respBody.images[i], "base64")); + const metadata = await image.metadata(); + expect(metadata.width).toEqual(512); + expect(metadata.height).toEqual(512); + expect(metadata.format).toEqual("png"); + } + }); + + it("accepts an array of base64 encoded images in the directory field"); + + it("handles multiple queued requests"); + + it("handles large numbers of outputs", async () => { + const resp = await fetch(`http://localhost:3000/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ prompt: animateDiffLargeVideo }), + }); + expect(resp.ok).toEqual(true); + const respBody = await resp.json(); + expect(respBody.filenames.length).toEqual(73); + for (let i = 0; i < respBody.filenames.length; i++) { + const filename = respBody.filenames[i]; + const image = sharp(Buffer.from(respBody.images[i], "base64")); + const metadata = await image.metadata(); + expect(metadata.width).toEqual(512); + expect(metadata.height).toEqual(512); + if (filename.endsWith(".webp")) { + expect(metadata.format).toEqual("webp"); + expect(metadata.pages).toEqual(72); + } + } + }); }); describe("Return content in webhooks", () => { - it("returns still frames and a video", () => {}); - it("returns just a video", () => {}); - it("returns just still frames", () => {}); + it("returns still frames and a video"); + it("returns just a video"); + it("returns just still frames"); }); }); diff --git a/test/workflows/animatediff-large-dir-video.json b/test/workflows/animatediff-large-video-and-frames.json similarity index 92% rename from test/workflows/animatediff-large-dir-video.json rename to test/workflows/animatediff-large-video-and-frames.json index 1e309cf..f68bd5b 100644 --- a/test/workflows/animatediff-large-dir-video.json +++ b/test/workflows/animatediff-large-video-and-frames.json @@ -88,7 +88,7 @@ }, "49": { "inputs": { - "seed": 1753570581, + "seed": 1234, "steps": 20, "cfg": 2, "sampler_name": "lcm", @@ -143,7 +143,7 @@ 0 ], "context_options": [ - "110", + "112", 0 ] }, @@ -212,19 +212,31 @@ "title": "Video Combine 🎥🅥🅗🅢" } }, - "110": { + "111": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "24", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + }, + "112": { "inputs": { "context_length": 16, - "context_stride": 1, "context_overlap": 4, "fuse_method": "pyramid", "use_on_equal_length": false, "start_percent": 0, "guarantee_steps": 1 }, - "class_type": "ADE_StandardUniformContextOptions", + "class_type": "ADE_StandardStaticContextOptions", "_meta": { - "title": "Context Options◆Standard Uniform 🎭🅐🅓" + "title": "Context Options◆Standard Static 🎭🅐🅓" } } } \ No newline at end of file diff --git a/test/workflows/animatediff-small-frames.json b/test/workflows/animatediff-small-frames.json new file mode 100644 index 0000000..249d44b --- /dev/null +++ b/test/workflows/animatediff-small-frames.json @@ -0,0 +1,224 @@ +{ + "11": { + "inputs": { + "ckpt_name": "dreamshaper_8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "24": { + "inputs": { + "upscale_method": "lanczos", + "width": 512, + "height": 512, + "crop": "disabled", + "image": [ + "49", + 5 + ] + }, + "class_type": "ImageScale", + "_meta": { + "title": "Upscale Image" + } + }, + "45": { + "inputs": { + "strength": 1.5, + "start_percent": 0, + "end_percent": 1, + "positive": [ + "48", + 0 + ], + "negative": [ + "47", + 0 + ], + "control_net": [ + "46", + 0 + ], + "image": [ + "52", + 0 + ] + }, + "class_type": "ControlNetApplyAdvanced", + "_meta": { + "title": "Apply ControlNet" + } + }, + "46": { + "inputs": { + "control_net_name": "openpose-sd1.5-1.1.safetensors" + }, + "class_type": "ControlNetLoaderAdvanced", + "_meta": { + "title": "Load Advanced ControlNet Model 🛂🅐🅒🅝" + } + }, + "47": { + "inputs": { + "text": "logo,text,low quality,sketches,watermark,signature,bad anatomy,worstquality,grayscale,monochrome,lowres,bad proportions,out of focus,username,cropped,EasyNegative,extra limb,disconnected limbs,floating limbs,malformed limbs,missing limb,extra arms,mutated hands,poorly drawn hands,malformed hands,mutated hands and fingers,bad hands,missing fingers,fused fingers,too many fingers,extra legs,bad feet,poorly drawn face,disfigured,ugly,mutation,mutated,deformed,bad body,", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "48": { + "inputs": { + "text": "DragonBall, Vegeta, supersaiya, (white background)", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "49": { + "inputs": { + "seed": 1234, + "steps": 20, + "cfg": 2, + "sampler_name": "lcm", + "scheduler": "karras", + "denoise": 1, + "preview_method": "none", + "vae_decode": "true", + "model": [ + "54", + 0 + ], + "positive": [ + "45", + 0 + ], + "negative": [ + "45", + 1 + ], + "latent_image": [ + "70", + 0 + ], + "optional_vae": [ + "69", + 0 + ] + }, + "class_type": "KSampler (Efficient)", + "_meta": { + "title": "KSampler (Efficient)" + } + }, + "52": { + "inputs": { + "directory": "poses", + "image_load_cap": 10, + "skip_first_images": 0, + "select_every_nth": 3 + }, + "class_type": "VHS_LoadImages", + "_meta": { + "title": "Load Images (Upload) 🎥🅥🅗🅢" + } + }, + "54": { + "inputs": { + "model_name": "AnimateLCM_sd15_t2v.ckpt", + "beta_schedule": "autoselect", + "model": [ + "68", + 0 + ] + }, + "class_type": "ADE_AnimateDiffLoaderGen1", + "_meta": { + "title": "AnimateDiff Loader 🎭🅐🅓①" + } + }, + "68": { + "inputs": { + "lora_name": "jump_V2.safetensors", + "strength_model": 1, + "strength_clip": 1, + "model": [ + "11", + 0 + ], + "clip": [ + "11", + 1 + ] + }, + "class_type": "LoraLoader", + "_meta": { + "title": "Load LoRA" + } + }, + "69": { + "inputs": { + "vae_name": "vae-ft-mse-840000-ema-pruned.ckpt" + }, + "class_type": "VAELoader", + "_meta": { + "title": "Load VAE" + } + }, + "70": { + "inputs": { + "width": 512, + "height": 512, + "batch_size": [ + "52", + 2 + ] + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + }, + "92": { + "inputs": { + "frame_rate": 13, + "loop_count": 0, + "filename_prefix": "EasySpriteAnimation_DragonEspral", + "format": "image/webp", + "pingpong": false, + "save_output": false, + "images": [ + "24", + 0 + ] + }, + "class_type": "VHS_VideoCombine", + "_meta": { + "title": "Video Combine 🎥🅥🅗🅢" + } + }, + "111": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "24", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + } +} \ No newline at end of file diff --git a/test/workflows/animatediff-small-video-and-frames.json b/test/workflows/animatediff-small-video-and-frames.json new file mode 100644 index 0000000..778de08 --- /dev/null +++ b/test/workflows/animatediff-small-video-and-frames.json @@ -0,0 +1,224 @@ +{ + "11": { + "inputs": { + "ckpt_name": "dreamshaper_8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "24": { + "inputs": { + "upscale_method": "lanczos", + "width": 512, + "height": 512, + "crop": "disabled", + "image": [ + "49", + 5 + ] + }, + "class_type": "ImageScale", + "_meta": { + "title": "Upscale Image" + } + }, + "45": { + "inputs": { + "strength": 1.5, + "start_percent": 0, + "end_percent": 1, + "positive": [ + "48", + 0 + ], + "negative": [ + "47", + 0 + ], + "control_net": [ + "46", + 0 + ], + "image": [ + "52", + 0 + ] + }, + "class_type": "ControlNetApplyAdvanced", + "_meta": { + "title": "Apply ControlNet" + } + }, + "46": { + "inputs": { + "control_net_name": "openpose-sd1.5-1.1.safetensors" + }, + "class_type": "ControlNetLoaderAdvanced", + "_meta": { + "title": "Load Advanced ControlNet Model 🛂🅐🅒🅝" + } + }, + "47": { + "inputs": { + "text": "logo,text,low quality,sketches,watermark,signature,bad anatomy,worstquality,grayscale,monochrome,lowres,bad proportions,out of focus,username,cropped,EasyNegative,extra limb,disconnected limbs,floating limbs,malformed limbs,missing limb,extra arms,mutated hands,poorly drawn hands,malformed hands,mutated hands and fingers,bad hands,missing fingers,fused fingers,too many fingers,extra legs,bad feet,poorly drawn face,disfigured,ugly,mutation,mutated,deformed,bad body,", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "48": { + "inputs": { + "text": "DragonBall, Vegeta, supersaiya, (white background)", + "clip": [ + "68", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "49": { + "inputs": { + "seed": 1234, + "steps": 20, + "cfg": 2, + "sampler_name": "lcm", + "scheduler": "karras", + "denoise": 1, + "preview_method": "none", + "vae_decode": "true", + "model": [ + "54", + 0 + ], + "positive": [ + "45", + 0 + ], + "negative": [ + "45", + 1 + ], + "latent_image": [ + "70", + 0 + ], + "optional_vae": [ + "69", + 0 + ] + }, + "class_type": "KSampler (Efficient)", + "_meta": { + "title": "KSampler (Efficient)" + } + }, + "52": { + "inputs": { + "directory": "poses", + "image_load_cap": 10, + "skip_first_images": 0, + "select_every_nth": 3 + }, + "class_type": "VHS_LoadImages", + "_meta": { + "title": "Load Images (Upload) 🎥🅥🅗🅢" + } + }, + "54": { + "inputs": { + "model_name": "AnimateLCM_sd15_t2v.ckpt", + "beta_schedule": "autoselect", + "model": [ + "68", + 0 + ] + }, + "class_type": "ADE_AnimateDiffLoaderGen1", + "_meta": { + "title": "AnimateDiff Loader 🎭🅐🅓①" + } + }, + "68": { + "inputs": { + "lora_name": "jump_V2.safetensors", + "strength_model": 1, + "strength_clip": 1, + "model": [ + "11", + 0 + ], + "clip": [ + "11", + 1 + ] + }, + "class_type": "LoraLoader", + "_meta": { + "title": "Load LoRA" + } + }, + "69": { + "inputs": { + "vae_name": "vae-ft-mse-840000-ema-pruned.ckpt" + }, + "class_type": "VAELoader", + "_meta": { + "title": "Load VAE" + } + }, + "70": { + "inputs": { + "width": 512, + "height": 512, + "batch_size": [ + "52", + 2 + ] + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + }, + "92": { + "inputs": { + "frame_rate": 20, + "loop_count": 0, + "filename_prefix": "EasySpriteAnimation_DragonEspral", + "format": "image/webp", + "pingpong": false, + "save_output": true, + "images": [ + "24", + 0 + ] + }, + "class_type": "VHS_VideoCombine", + "_meta": { + "title": "Video Combine 🎥🅥🅗🅢" + } + }, + "111": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "24", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + } +} \ No newline at end of file diff --git a/test/workflows/animatediff-small-dir-video.json b/test/workflows/animatediff-small-video.json similarity index 99% rename from test/workflows/animatediff-small-dir-video.json rename to test/workflows/animatediff-small-video.json index 8bd8b2c..34431e1 100644 --- a/test/workflows/animatediff-small-dir-video.json +++ b/test/workflows/animatediff-small-video.json @@ -88,7 +88,7 @@ }, "49": { "inputs": { - "seed": 1753570581, + "seed": 1234, "steps": 20, "cfg": 2, "sampler_name": "lcm", From 607ee957c7113ab6e90ba37e37ae2d81bf26b04c Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 16:28:44 -0500 Subject: [PATCH 14/52] sync tests passing --- src/server.ts | 16 ++-- src/utils.ts | 7 ++ test/animatediff.spec.ts | 156 +++++++++++++++++++++------------------ 3 files changed, 103 insertions(+), 76 deletions(-) diff --git a/src/server.ts b/src/server.ts index 9cd17e8..bd5872f 100644 --- a/src/server.ts +++ b/src/server.ts @@ -37,7 +37,7 @@ import { z } from "zod"; import { randomUUID } from "crypto"; const server = Fastify({ - bodyLimit: 100 * 1024 * 1024, // 45MB + bodyLimit: 100 * 1024 * 1024, // 100MB logger: true, }); server.setValidatorCompiler(validatorCompiler); @@ -233,12 +233,18 @@ server.after(() => { /** * We need to download each image to a local file. */ - await Promise.all( - (node.inputs.directory as string[]).map((img) => { - processImage(img, app.log, id); - }) + app.log.debug( + `Downloading images to local directory for node ${nodeId}` ); + const processPromises: Promise[] = []; + for (const b64 of node.inputs.directory) { + processPromises.push(processImage(b64, app.log, id)); + } + await Promise.all(processPromises); node.inputs.directory = id; + app.log.debug( + `Saved images to local directory for node ${nodeId}` + ); } catch (e: any) { return reply.code(400).send({ error: e.message, diff --git a/src/utils.ts b/src/utils.ts index 1fa592b..e035984 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -145,6 +145,13 @@ export async function processImage( // Assume it's a base64 encoded image try { const base64Data = Buffer.from(imageInput, "base64"); + const image = sharp(base64Data); + const metadata = await image.metadata(); + if (!metadata.format) { + throw new Error("Failed to parse image metadata"); + } + localFilePath = `${localFilePath}.${metadata.format}`; + log.debug(`Saving decoded image to ${localFilePath}`); await fsPromises.writeFile(localFilePath, base64Data); return localFilePath; } catch (e: any) { diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index 25fa1be..723e095 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -5,104 +5,118 @@ import animateDiffLargeVideo from "./workflows/animatediff-large-video-and-frame import animateDiffSmallVideo from "./workflows/animatediff-small-video.json"; import animateDiffSmallVideoAndFrames from "./workflows/animatediff-small-video-and-frames.json"; import animateDiffSmallFrames from "./workflows/animatediff-small-frames.json"; +import path from "path"; +import fs from "fs/promises"; + +async function submitPromptSync(prompt: any) { + const resp = await fetch(`http://localhost:3000/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify({ prompt }), + }); + expect(resp.ok).toEqual(true); + return await resp.json(); +} + +async function checkImage( + filename: string, + imageB64: string, + webpFrames = 10 +): Promise { + const image = sharp(Buffer.from(imageB64, "base64")); + const metadata = await image.metadata(); + expect(metadata.width).toEqual(512); + expect(metadata.height).toEqual(512); + if (filename.endsWith(".webp")) { + expect(metadata.format).toEqual("webp"); + expect(metadata.pages).toEqual(webpFrames); + } else if (filename.endsWith(".png")) { + expect(metadata.format).toEqual("png"); + } +} describe("AnimateDiff", () => { describe("Return content in response", () => { it("returns still frames and a video", async () => { - const resp = await fetch(`http://localhost:3000/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt: animateDiffSmallVideoAndFrames }), - }); - expect(resp.ok).toEqual(true); - - const respBody = await resp.json(); + const respBody = await submitPromptSync(animateDiffSmallVideoAndFrames); + expect(respBody.filenames.length).toEqual(11); for (let i = 0; i < respBody.filenames.length; i++) { - const filename = respBody.filenames[i]; - const image = sharp(Buffer.from(respBody.images[i], "base64")); - const metadata = await image.metadata(); - expect(metadata.width).toEqual(512); - expect(metadata.height).toEqual(512); - if (filename.endsWith(".webp")) { - expect(metadata.format).toEqual("webp"); - expect(metadata.pages).toEqual(10); - } + await checkImage(respBody.filenames[i], respBody.images[i], 10); } }); it("returns just a video", async () => { - const resp = await fetch(`http://localhost:3000/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt: animateDiffSmallVideo }), - }); - expect(resp.ok).toEqual(true); - - const respBody = await resp.json(); + const respBody = await submitPromptSync(animateDiffSmallVideo); + expect(respBody.filenames.length).toEqual(1); expect(respBody.filenames[0]).toMatchRegex(/\.webp$/); expect(respBody.images.length).toEqual(1); - const imageBuffer = Buffer.from(respBody.images[0], "base64"); - const image = sharp(imageBuffer); - const metadata = await image.metadata(); - expect(metadata.width).toEqual(512); - expect(metadata.height).toEqual(512); - expect(metadata.format).toEqual("webp"); - expect(metadata.pages).toEqual(10); + await checkImage(respBody.filenames[0], respBody.images[0], 10); }); it("returns just still frames", async () => { - const resp = await fetch(`http://localhost:3000/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt: animateDiffSmallFrames }), - }); - expect(resp.ok).toEqual(true); - - const respBody = await resp.json(); + const respBody = await submitPromptSync(animateDiffSmallFrames); expect(respBody.filenames.length).toEqual(10); for (let i = 0; i < respBody.filenames.length; i++) { - const image = sharp(Buffer.from(respBody.images[i], "base64")); - const metadata = await image.metadata(); - expect(metadata.width).toEqual(512); - expect(metadata.height).toEqual(512); - expect(metadata.format).toEqual("png"); + await checkImage(respBody.filenames[i], respBody.images[i]); } }); - it("accepts an array of base64 encoded images in the directory field"); + it("accepts an array of base64 encoded images in the directory field", async () => { + const poseDir = path.join(__dirname, "docker-image", "poses"); + const poseFiles = await fs.readdir(poseDir); + const poseImages = await Promise.all( + poseFiles.map(async (f) => { + const imgBuffer = await fs.readFile(path.join(poseDir, f)); + return imgBuffer.toString("base64"); + }) + ); + const modifiedPrompt = JSON.parse(JSON.stringify(animateDiffSmallFrames)); + for (let nodeId in modifiedPrompt) { + if (modifiedPrompt[nodeId].inputs.directory) { + modifiedPrompt[nodeId].inputs.directory = poseImages; + } + } - it("handles multiple queued requests"); + const respBody = await submitPromptSync(modifiedPrompt); + expect(respBody.filenames.length).toEqual(10); + for (let i = 0; i < respBody.filenames.length; i++) { + await checkImage(respBody.filenames[i], respBody.images[i]); + } + }); + + it("handles multiple queued requests", async () => { + const withDiffSeed = JSON.parse(JSON.stringify(animateDiffSmallFrames)); + for (let nodeId in withDiffSeed) { + if (withDiffSeed[nodeId].inputs.seed) { + withDiffSeed[nodeId].inputs.seed += 1; + } + } + const [resp1, resp2] = await Promise.all([ + submitPromptSync(animateDiffSmallFrames), + submitPromptSync(withDiffSeed), + ]); + + expect(resp1.filenames.length).toEqual(10); + for (let i = 0; i < resp1.filenames.length; i++) { + await checkImage(resp1.filenames[i], resp1.images[i]); + } + + expect(resp2.filenames.length).toEqual(10); + for (let i = 0; i < resp2.filenames.length; i++) { + await checkImage(resp2.filenames[i], resp2.images[i]); + } + }); it("handles large numbers of outputs", async () => { - const resp = await fetch(`http://localhost:3000/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt: animateDiffLargeVideo }), - }); - expect(resp.ok).toEqual(true); - const respBody = await resp.json(); + const respBody = await submitPromptSync(animateDiffLargeVideo); expect(respBody.filenames.length).toEqual(73); for (let i = 0; i < respBody.filenames.length; i++) { - const filename = respBody.filenames[i]; - const image = sharp(Buffer.from(respBody.images[i], "base64")); - const metadata = await image.metadata(); - expect(metadata.width).toEqual(512); - expect(metadata.height).toEqual(512); - if (filename.endsWith(".webp")) { - expect(metadata.format).toEqual("webp"); - expect(metadata.pages).toEqual(72); - } + await checkImage(respBody.filenames[i], respBody.images[i], 72); } }); }); From 41b758b4e8592d0ef424cb7da577c29cc6f5fc9a Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 7 Jan 2025 16:34:37 -0500 Subject: [PATCH 15/52] remove dependency on recipes repo --- docker-compose.yml | 4 ++- test/docker-image/Dockerfile | 38 ++++++++++++++++++++++++ test/docker-image/comfy0.3.10.Dockerfile | 14 --------- 3 files changed, 41 insertions(+), 15 deletions(-) create mode 100644 test/docker-image/Dockerfile delete mode 100644 test/docker-image/comfy0.3.10.Dockerfile diff --git a/docker-compose.yml b/docker-compose.yml index 493dcb2..213ebfd 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -7,7 +7,9 @@ services: command: ["/app/bin/comfyui-api"] build: context: ./test/docker-image - dockerfile: comfy0.3.10.Dockerfile + dockerfile: Dockerfile + args: + - comfy_version=0.3.10 ports: - "3000:3000" - "8188:8188" diff --git a/test/docker-image/Dockerfile b/test/docker-image/Dockerfile new file mode 100644 index 0000000..0e5f1c7 --- /dev/null +++ b/test/docker-image/Dockerfile @@ -0,0 +1,38 @@ +FROM pytorch/pytorch:2.5.0-cuda12.1-cudnn9-runtime +ENV DEBIAN_FRONTEND=noninteractive + +RUN apt-get update && apt-get install -y \ + curl \ + git \ + unzip \ + wget \ + libgl1 \ + libgl1-mesa-glx \ + libglib2.0-0 \ + && rm -rf /var/lib/apt/lists/* + +# Install comfy-cli, which makes it easy to install custom nodes and other comfy specific functionality. +RUN pip install --upgrade pip +RUN pip install comfy-cli +WORKDIR /opt +ARG comfy_version=0.3.10 +RUN git clone --depth 1 --branch v${comfy_version} https://github.com/comfyanonymous/ComfyUI.git +WORKDIR /opt/ComfyUI +RUN pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121 +RUN pip install -r requirements.txt +ENV COMFY_HOME=/opt/ComfyUI +RUN comfy --skip-prompt tracking disable +RUN comfy --skip-prompt set-default ${COMFY_HOME} +ENV CMD="comfy --workspace ${COMFY_HOME} launch -- --listen *" +ENV BASE="" +ENV MODEL_DIR=${COMFY_HOME}/models +ENV OUTPUT_DIR=${COMFY_HOME}/output +ENV INPUT_DIR=${COMFY_HOME}/input +ENV WORKFLOW_DIR=/workflows + +RUN comfy node registry-install comfyui-videohelpersuite +RUN comfy node registry-install comfyui-animatediff-evolved +RUN comfy node registry-install efficiency-nodes-comfyui +RUN comfy node registry-install comfyui-advanced-controlnet + +COPY poses ${INPUT_DIR}/poses \ No newline at end of file diff --git a/test/docker-image/comfy0.3.10.Dockerfile b/test/docker-image/comfy0.3.10.Dockerfile deleted file mode 100644 index f6cdbfe..0000000 --- a/test/docker-image/comfy0.3.10.Dockerfile +++ /dev/null @@ -1,14 +0,0 @@ -FROM saladtechnologies/comfyui:comfy0.3.10-api1.7.0-base - -RUN apt-get update && apt-get install -y \ - libgl1 \ - libgl1-mesa-glx \ - libglib2.0-0 && \ - rm -rf /var/lib/apt/lists/* - -RUN comfy node registry-install comfyui-videohelpersuite -RUN comfy node registry-install comfyui-animatediff-evolved -RUN comfy node registry-install efficiency-nodes-comfyui -RUN comfy node registry-install comfyui-advanced-controlnet - -COPY poses $INPUT_DIR/poses \ No newline at end of file From 4303d25dea8b425ed28d0b70625930f506131ae6 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 09:35:56 -0500 Subject: [PATCH 16/52] create test utils, do webhook tests --- test/animatediff.spec.ts | 97 +++++++++++++++++++++++----------------- test/test-utils.ts | 60 +++++++++++++++++++++++++ 2 files changed, 116 insertions(+), 41 deletions(-) create mode 100644 test/test-utils.ts diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index 723e095..1148d6b 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -1,46 +1,16 @@ import { expect } from "earl"; -import sharp from "sharp"; - import animateDiffLargeVideo from "./workflows/animatediff-large-video-and-frames.json"; import animateDiffSmallVideo from "./workflows/animatediff-small-video.json"; import animateDiffSmallVideoAndFrames from "./workflows/animatediff-small-video-and-frames.json"; import animateDiffSmallFrames from "./workflows/animatediff-small-frames.json"; import path from "path"; import fs from "fs/promises"; - -async function submitPromptSync(prompt: any) { - const resp = await fetch(`http://localhost:3000/prompt`, { - method: "POST", - headers: { - "Content-Type": "application/json", - }, - body: JSON.stringify({ prompt }), - }); - expect(resp.ok).toEqual(true); - return await resp.json(); -} - -async function checkImage( - filename: string, - imageB64: string, - webpFrames = 10 -): Promise { - const image = sharp(Buffer.from(imageB64, "base64")); - const metadata = await image.metadata(); - expect(metadata.width).toEqual(512); - expect(metadata.height).toEqual(512); - if (filename.endsWith(".webp")) { - expect(metadata.format).toEqual("webp"); - expect(metadata.pages).toEqual(webpFrames); - } else if (filename.endsWith(".png")) { - expect(metadata.format).toEqual("png"); - } -} +import { sleep, waitForWebhook, submitPrompt, checkImage } from "./test-utils"; describe("AnimateDiff", () => { describe("Return content in response", () => { it("returns still frames and a video", async () => { - const respBody = await submitPromptSync(animateDiffSmallVideoAndFrames); + const respBody = await submitPrompt(animateDiffSmallVideoAndFrames); expect(respBody.filenames.length).toEqual(11); for (let i = 0; i < respBody.filenames.length; i++) { @@ -49,7 +19,7 @@ describe("AnimateDiff", () => { }); it("returns just a video", async () => { - const respBody = await submitPromptSync(animateDiffSmallVideo); + const respBody = await submitPrompt(animateDiffSmallVideo); expect(respBody.filenames.length).toEqual(1); expect(respBody.filenames[0]).toMatchRegex(/\.webp$/); @@ -59,7 +29,7 @@ describe("AnimateDiff", () => { }); it("returns just still frames", async () => { - const respBody = await submitPromptSync(animateDiffSmallFrames); + const respBody = await submitPrompt(animateDiffSmallFrames); expect(respBody.filenames.length).toEqual(10); for (let i = 0; i < respBody.filenames.length; i++) { await checkImage(respBody.filenames[i], respBody.images[i]); @@ -82,7 +52,7 @@ describe("AnimateDiff", () => { } } - const respBody = await submitPromptSync(modifiedPrompt); + const respBody = await submitPrompt(modifiedPrompt); expect(respBody.filenames.length).toEqual(10); for (let i = 0; i < respBody.filenames.length; i++) { await checkImage(respBody.filenames[i], respBody.images[i]); @@ -97,8 +67,8 @@ describe("AnimateDiff", () => { } } const [resp1, resp2] = await Promise.all([ - submitPromptSync(animateDiffSmallFrames), - submitPromptSync(withDiffSeed), + submitPrompt(animateDiffSmallFrames), + submitPrompt(withDiffSeed), ]); expect(resp1.filenames.length).toEqual(10); @@ -113,7 +83,7 @@ describe("AnimateDiff", () => { }); it("handles large numbers of outputs", async () => { - const respBody = await submitPromptSync(animateDiffLargeVideo); + const respBody = await submitPrompt(animateDiffLargeVideo); expect(respBody.filenames.length).toEqual(73); for (let i = 0; i < respBody.filenames.length; i++) { await checkImage(respBody.filenames[i], respBody.images[i], 72); @@ -122,8 +92,53 @@ describe("AnimateDiff", () => { }); describe("Return content in webhooks", () => { - it("returns still frames and a video"); - it("returns just a video"); - it("returns just still frames"); + it("returns still frames and a video", async () => { + let numExpected = 11; + const webhook = await waitForWebhook(async (body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, 10); + numExpected -= 1; + }); + const respBody = await submitPrompt(animateDiffSmallVideoAndFrames, true); + const { id: reqId } = respBody; + + while (numExpected > 0) { + await sleep(100); + } + await webhook.close(); + }); + it("returns just a video", async () => { + let numExpected = 1; + const webhook = await waitForWebhook(async (body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, 10); + numExpected -= 1; + }); + const respBody = await submitPrompt(animateDiffSmallVideo, true); + const { id: reqId } = respBody; + + while (numExpected > 0) { + await sleep(100); + } + await webhook.close(); + }); + it("returns just still frames", async () => { + let numExpected = 10; + const webhook = await waitForWebhook(async (body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image); + numExpected -= 1; + }); + const respBody = await submitPrompt(animateDiffSmallFrames, true); + const { id: reqId } = respBody; + + while (numExpected > 0) { + await sleep(100); + } + await webhook.close(); + }); }); }); diff --git a/test/test-utils.ts b/test/test-utils.ts new file mode 100644 index 0000000..bd0b32a --- /dev/null +++ b/test/test-utils.ts @@ -0,0 +1,60 @@ +import { expect } from "earl"; +import sharp from "sharp"; +import fastify, { FastifyInstance } from "fastify"; + +export async function sleep(ms: number): Promise { + return new Promise((resolve) => setTimeout(resolve, ms)); +} + +export async function waitForWebhook( + onReceive: (body: any) => void +): Promise { + const app = fastify(); + app.post("/webhook", async (req, res) => { + res.send({ success: true }); + onReceive(req.body); + }); + await app.listen({ port: 1234 }); + await app.ready(); + return app; +} + +const webhookAddress = "http://host.docker.internal:1234/webhook"; + +export async function submitPrompt( + prompt: any, + webhook: boolean = false +): Promise { + const body: any = { + prompt, + }; + if (webhook) { + body["webhook"] = webhookAddress; + } + const resp = await fetch(`http://localhost:3000/prompt`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify(body), + }); + expect(resp.ok).toEqual(true); + return await resp.json(); +} + +export async function checkImage( + filename: string, + imageB64: string, + webpFrames = 10 +): Promise { + const image = sharp(Buffer.from(imageB64, "base64")); + const metadata = await image.metadata(); + expect(metadata.width).toEqual(512); + expect(metadata.height).toEqual(512); + if (filename.endsWith(".webp")) { + expect(metadata.format).toEqual("webp"); + expect(metadata.pages).toEqual(webpFrames); + } else if (filename.endsWith(".png")) { + expect(metadata.format).toEqual("png"); + } +} From b30a2cac8fe5c3999bc6e5aeb89d44652e705ae0 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 10:10:30 -0500 Subject: [PATCH 17/52] sd1.5 tests --- test/sd1.5.spec.ts | 88 +++++++++++++++++++++ test/workflows/sd1.5-img2img.json | 122 ++++++++++++++++++++++++++++++ test/workflows/sd1.5-txt2img.json | 107 ++++++++++++++++++++++++++ 3 files changed, 317 insertions(+) create mode 100644 test/sd1.5.spec.ts create mode 100644 test/workflows/sd1.5-img2img.json create mode 100644 test/workflows/sd1.5-txt2img.json diff --git a/test/sd1.5.spec.ts b/test/sd1.5.spec.ts new file mode 100644 index 0000000..3b406e3 --- /dev/null +++ b/test/sd1.5.spec.ts @@ -0,0 +1,88 @@ +import { expect } from "earl"; +import path from "path"; +import fs from "fs"; +import { sleep, waitForWebhook, submitPrompt, checkImage } from "./test-utils"; +import sd15Txt2Img from "./workflows/sd1.5-txt2img.json"; +import sd15Img2Img from "./workflows/sd1.5-img2img.json"; + +const sd15Txt2ImgBatch4 = JSON.parse(JSON.stringify(sd15Txt2Img)); +sd15Txt2ImgBatch4["5"].inputs.batch_size = 4; + +const inputImage = fs + .readFileSync(path.join(__dirname, "docker-image", "poses", "B (1).png")) + .toString("base64"); +sd15Img2Img["10"].inputs.image = inputImage; + +describe("Stable Diffusion 1.5", () => { + describe("Return content in response", () => { + it("text2image works with 1 image", async () => { + const respBody = await submitPrompt(sd15Txt2Img); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage(respBody.filenames[0], respBody.images[0]); + }); + + it("text2image works with multiple images", async () => { + const respBody = await submitPrompt(sd15Txt2ImgBatch4); + expect(respBody.filenames.length).toEqual(4); + expect(respBody.images.length).toEqual(4); + for (let i = 0; i < respBody.filenames.length; i++) { + await checkImage(respBody.filenames[i], respBody.images[i]); + } + }); + + it("image2image works with base64 encoded images", async () => { + const respBody = await submitPrompt(sd15Img2Img); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage(respBody.filenames[0], respBody.images[0]); + }); + }); + + describe("Return content in webhook", () => { + it("text2image works with 1 image", async () => { + let expected = 1; + const webhook = await waitForWebhook((body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + checkImage(filename, image); + expected--; + }); + const { id: reqId } = await submitPrompt(sd15Txt2Img, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + + it("text2image works with multiple images", async () => { + let expected = 4; + const webhook = await waitForWebhook((body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + checkImage(filename, image); + expected--; + }); + const { id: reqId } = await submitPrompt(sd15Txt2ImgBatch4, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + + it("image2image works with base64 encoded images", async () => { + let expected = 1; + const webhook = await waitForWebhook((body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + checkImage(filename, image); + expected--; + }); + const { id: reqId } = await submitPrompt(sd15Img2Img, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/workflows/sd1.5-img2img.json b/test/workflows/sd1.5-img2img.json new file mode 100644 index 0000000..e1629f3 --- /dev/null +++ b/test/workflows/sd1.5-img2img.json @@ -0,0 +1,122 @@ +{ + "3": { + "inputs": { + "seed": 895988836787787, + "steps": 20, + "cfg": 8, + "sampler_name": "dpmpp_2m", + "scheduler": "normal", + "denoise": 0.8700000000000001, + "model": [ + "14", + 0 + ], + "positive": [ + "6", + 0 + ], + "negative": [ + "7", + 0 + ], + "latent_image": [ + "12", + 0 + ] + }, + "class_type": "KSampler", + "_meta": { + "title": "KSampler" + } + }, + "6": { + "inputs": { + "text": "photograph of victorian woman with wings, sky clouds, meadow grass\n", + "clip": [ + "14", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "7": { + "inputs": { + "text": "watermark, text\n", + "clip": [ + "14", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "8": { + "inputs": { + "samples": [ + "3", + 0 + ], + "vae": [ + "14", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "9": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + }, + "10": { + "inputs": { + "image": "example.png", + "upload": "image" + }, + "class_type": "LoadImage", + "_meta": { + "title": "Load Image" + } + }, + "12": { + "inputs": { + "pixels": [ + "10", + 0 + ], + "vae": [ + "14", + 2 + ] + }, + "class_type": "VAEEncode", + "_meta": { + "title": "VAE Encode" + } + }, + "14": { + "inputs": { + "ckpt_name": "dreamshaper_8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + } +} \ No newline at end of file diff --git a/test/workflows/sd1.5-txt2img.json b/test/workflows/sd1.5-txt2img.json new file mode 100644 index 0000000..4317ccd --- /dev/null +++ b/test/workflows/sd1.5-txt2img.json @@ -0,0 +1,107 @@ +{ + "3": { + "inputs": { + "seed": 712610403220747, + "steps": 20, + "cfg": 8, + "sampler_name": "euler", + "scheduler": "normal", + "denoise": 1, + "model": [ + "4", + 0 + ], + "positive": [ + "6", + 0 + ], + "negative": [ + "7", + 0 + ], + "latent_image": [ + "5", + 0 + ] + }, + "class_type": "KSampler", + "_meta": { + "title": "KSampler" + } + }, + "4": { + "inputs": { + "ckpt_name": "dreamshaper_8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "5": { + "inputs": { + "width": 512, + "height": 512, + "batch_size": 1 + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + }, + "6": { + "inputs": { + "text": "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,", + "clip": [ + "4", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "7": { + "inputs": { + "text": "text, watermark", + "clip": [ + "4", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "8": { + "inputs": { + "samples": [ + "3", + 0 + ], + "vae": [ + "4", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "9": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + } +} \ No newline at end of file From 3508fdb4299b14b0a45f53286194d9d266961060 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 11:26:28 -0500 Subject: [PATCH 18/52] ltx video tests --- README.md | 2 +- src/server.ts | 15 +- src/utils.ts | 9 ++ test/animatediff.spec.ts | 32 ++-- test/docker-image/Dockerfile | 5 +- test/input-images/beach-tree.png | Bin 0 -> 5312256 bytes test/input-images/doodle-girl.png | Bin 0 -> 8589 bytes test/ltxvideo.spec.ts | 80 ++++++++++ test/sd1.5.spec.ts | 2 +- test/test-utils.ts | 15 +- test/workflows/ltxv_image_to_video.json | 197 ++++++++++++++++++++++++ test/workflows/ltxv_text_to_video.json | 170 ++++++++++++++++++++ 12 files changed, 497 insertions(+), 30 deletions(-) create mode 100644 test/input-images/beach-tree.png create mode 100644 test/input-images/doodle-girl.png create mode 100644 test/ltxvideo.spec.ts create mode 100644 test/workflows/ltxv_image_to_video.json create mode 100644 test/workflows/ltxv_text_to_video.json diff --git a/README.md b/README.md index ad477fa..2801455 100644 --- a/README.md +++ b/README.md @@ -38,7 +38,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. -- **Verified Model Support**: sd1.5, sdxl, flux, motiondiff, animatediff, HunyuanVideo +- **Verified Model Support**: Stable Diffusion 1.5, Stable Diffusion XL, Flux, AnimateDiff, LTX Video - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. diff --git a/src/server.ts b/src/server.ts index bd5872f..e73a160 100644 --- a/src/server.ts +++ b/src/server.ts @@ -19,7 +19,6 @@ import { processImage, zodToMarkdownTable, convertImageBuffer, - queuePrompt, runPromptAndGetOutputs, } from "./utils"; import { @@ -182,17 +181,11 @@ server.after(() => { * and also to do some pre-processing. */ let hasSaveImage = false; - const saveNodesWithFilenamePrefix = new Set([ - "SaveImage", - "SaveAnimatedWEBP", - "SaveAnimatedPNG", - "VHS_VideoCombine", - ]); const loadImageNodes = new Set(["LoadImage"]); const loadDirectoryOfImagesNodes = new Set(["VHS_LoadImages"]); for (const nodeId in prompt) { const node = prompt[nodeId]; - if (saveNodesWithFilenamePrefix.has(node.class_type)) { + if (node.inputs.filename_prefix) { /** * If the node is for saving files, we want to set the filename_prefix * to the id of the prompt. This is so that we can associate the output @@ -257,10 +250,8 @@ server.after(() => { } if (!hasSaveImage) { return reply.code(400).send({ - error: `Prompt must contain a a node that saves an image or video. Supported nodes are: ${[ - ...saveNodesWithFilenamePrefix, - "VHS_VideoCombine", - ].join(", ")}`, + error: + 'Prompt must contain a node with a "filename_prefix" input, such as "SaveImage"', location: "prompt", }); } diff --git a/src/utils.ts b/src/utils.ts index e035984..0ef2f8c 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -302,6 +302,15 @@ export async function getPromptOutputs( for (const outputType in node) { for (let outputFile of node[outputType]) { const filename = outputFile.filename; + if (!filename) { + /** + * Some nodes have fields in the outputs that are not actual files. + * For example, the SaveAnimatedWebP node has a field called "animated" + * that only container boolean values mapping to the files present in + * .images. We can safely ignore these. + */ + continue; + } const filepath = path.join(config.outputDir, filename); fileLoadPromises.push( fsPromises diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index 1148d6b..2409598 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -7,6 +7,18 @@ import path from "path"; import fs from "fs/promises"; import { sleep, waitForWebhook, submitPrompt, checkImage } from "./test-utils"; +const shortOpts = { + width: animateDiffSmallVideo["70"].inputs.width, + height: animateDiffSmallVideo["70"].inputs.height, + webpFrames: animateDiffSmallVideo["52"].inputs.image_load_cap, +}; + +const largeOpts = { + width: animateDiffLargeVideo["24"].inputs.width, + height: animateDiffLargeVideo["24"].inputs.height, + webpFrames: 72, +}; + describe("AnimateDiff", () => { describe("Return content in response", () => { it("returns still frames and a video", async () => { @@ -14,7 +26,7 @@ describe("AnimateDiff", () => { expect(respBody.filenames.length).toEqual(11); for (let i = 0; i < respBody.filenames.length; i++) { - await checkImage(respBody.filenames[i], respBody.images[i], 10); + await checkImage(respBody.filenames[i], respBody.images[i], shortOpts); } }); @@ -25,12 +37,12 @@ describe("AnimateDiff", () => { expect(respBody.filenames[0]).toMatchRegex(/\.webp$/); expect(respBody.images.length).toEqual(1); - await checkImage(respBody.filenames[0], respBody.images[0], 10); + await checkImage(respBody.filenames[0], respBody.images[0], shortOpts); }); it("returns just still frames", async () => { const respBody = await submitPrompt(animateDiffSmallFrames); - expect(respBody.filenames.length).toEqual(10); + expect(respBody.filenames.length).toEqual(shortOpts.webpFrames); for (let i = 0; i < respBody.filenames.length; i++) { await checkImage(respBody.filenames[i], respBody.images[i]); } @@ -53,7 +65,7 @@ describe("AnimateDiff", () => { } const respBody = await submitPrompt(modifiedPrompt); - expect(respBody.filenames.length).toEqual(10); + expect(respBody.filenames.length).toEqual(shortOpts.webpFrames); for (let i = 0; i < respBody.filenames.length; i++) { await checkImage(respBody.filenames[i], respBody.images[i]); } @@ -71,12 +83,12 @@ describe("AnimateDiff", () => { submitPrompt(withDiffSeed), ]); - expect(resp1.filenames.length).toEqual(10); + expect(resp1.filenames.length).toEqual(shortOpts.webpFrames); for (let i = 0; i < resp1.filenames.length; i++) { await checkImage(resp1.filenames[i], resp1.images[i]); } - expect(resp2.filenames.length).toEqual(10); + expect(resp2.filenames.length).toEqual(shortOpts.webpFrames); for (let i = 0; i < resp2.filenames.length; i++) { await checkImage(resp2.filenames[i], resp2.images[i]); } @@ -84,9 +96,9 @@ describe("AnimateDiff", () => { it("handles large numbers of outputs", async () => { const respBody = await submitPrompt(animateDiffLargeVideo); - expect(respBody.filenames.length).toEqual(73); + expect(respBody.filenames.length).toEqual(largeOpts.webpFrames + 1); for (let i = 0; i < respBody.filenames.length; i++) { - await checkImage(respBody.filenames[i], respBody.images[i], 72); + await checkImage(respBody.filenames[i], respBody.images[i], largeOpts); } }); }); @@ -97,7 +109,7 @@ describe("AnimateDiff", () => { const webhook = await waitForWebhook(async (body) => { const { id, filename, image } = body; expect(id).toEqual(reqId); - await checkImage(filename, image, 10); + await checkImage(filename, image, shortOpts); numExpected -= 1; }); const respBody = await submitPrompt(animateDiffSmallVideoAndFrames, true); @@ -113,7 +125,7 @@ describe("AnimateDiff", () => { const webhook = await waitForWebhook(async (body) => { const { id, filename, image } = body; expect(id).toEqual(reqId); - await checkImage(filename, image, 10); + await checkImage(filename, image, shortOpts); numExpected -= 1; }); const respBody = await submitPrompt(animateDiffSmallVideo, true); diff --git a/test/docker-image/Dockerfile b/test/docker-image/Dockerfile index 0e5f1c7..1a8fb1e 100644 --- a/test/docker-image/Dockerfile +++ b/test/docker-image/Dockerfile @@ -1,4 +1,4 @@ -FROM pytorch/pytorch:2.5.0-cuda12.1-cudnn9-runtime +FROM pytorch/pytorch:2.5.0-cuda12.1-cudnn9-devel ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update && apt-get install -y \ @@ -35,4 +35,5 @@ RUN comfy node registry-install comfyui-animatediff-evolved RUN comfy node registry-install efficiency-nodes-comfyui RUN comfy node registry-install comfyui-advanced-controlnet -COPY poses ${INPUT_DIR}/poses \ No newline at end of file +COPY poses ${INPUT_DIR}/poses +ENV STARTUP_CHECK_MAX_TRIES=100 \ No newline at end of file diff --git a/test/input-images/beach-tree.png b/test/input-images/beach-tree.png new file mode 100644 index 0000000000000000000000000000000000000000..fecf96cf036d2031faba533a07d90b7d667dc1ab GIT binary patch literal 5312256 zcmXt<1yCDb--Ux)utJMF#VHotp}2c-E$;4G0>!1cLxJKBMT>h0?o!;{3KaPE|INHJ 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z>{MgIPtbON=-RFjaMDn?f^bn$1porYryqYy+n^2HN%&&m(2z?YvLD|7ToB6wxW=Yd zfCDm907>pHVGLi`g2@}6U8E`T?=N9osW{5f7I4b|xPz*4(*$At{pBojxk;H2gD+6& zzcYuy7q50Kokx? zrh#S%x%+zq-NO|s>ldAupYV%dMmdh~KYN^@l<~c7h)nDMG z)M;KDz$O20pDp*h3>Cd<2|wAPx*_NS#PUe_Nu|z8CPJ8o-IKJb_jH!17$V%xNf-uk z7XmyASpt-w7g8Q=3`$PdNQ#hx0T3FS97@iL1EGwAtm)^Pj@jsVyP9lTpiBqr0f=-Y z4pms8OQt>bpd`^v%74~7rQnc_izgy1_bOh0j>bs^5v^+b$kW5)I}&-Ac_~KPU5I!u zcvWKv>ankc1-bRz>7A+w(gGI3qcbrJHe=&gLBs3X(f+=L2yjy)Wi-0`i6~ORU>43xvkfQnF z0dV#5xv2`4_`)&1z{dklG=XMnrGH}Z;74XNWiH?u0Gko2X@mWNd97W@HFwNgkQpeGg$G*kf!Z-ZFTi?e ztq26tE8+hF2x;FY^m+^$B%5pmM|;hxheL86SQuc7Eu9h))WHPAJN@b}ZM9plM+eW@ z*Lx&{MM%e6uv8a!mH-y?Rl%?l+!j`=;g0v<|kom { + describe("Return content in response", () => { + it("text2video works", async () => { + const respBody = await submitPrompt(txt2Video); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage( + respBody.filenames[0], + respBody.images[0], + text2VideoOptions + ); + }); + + it("image2video works with base64 encoded images", async () => { + const respBody = await submitPrompt(img2Video); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage( + respBody.filenames[0], + respBody.images[0], + img2VideoOptions + ); + }); + }); + + describe("Return content in webhook", () => { + it("text2video works", async () => { + let expected = 1; + const webhook = await waitForWebhook((body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + checkImage(filename, image, text2VideoOptions); + expected--; + }); + const { id: reqId } = await submitPrompt(txt2Video, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + + it("image2video works with base64 encoded images", async () => { + let expected = 1; + const webhook = await waitForWebhook((body) => { + const { id, filename, image } = body; + expect(id).toEqual(reqId); + checkImage(filename, image, img2VideoOptions); + expected--; + }); + const { id: reqId } = await submitPrompt(img2Video, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/sd1.5.spec.ts b/test/sd1.5.spec.ts index 3b406e3..1b06f16 100644 --- a/test/sd1.5.spec.ts +++ b/test/sd1.5.spec.ts @@ -9,7 +9,7 @@ const sd15Txt2ImgBatch4 = JSON.parse(JSON.stringify(sd15Txt2Img)); sd15Txt2ImgBatch4["5"].inputs.batch_size = 4; const inputImage = fs - .readFileSync(path.join(__dirname, "docker-image", "poses", "B (1).png")) + .readFileSync(path.join(__dirname, "input-images", "doodle-girl.png")) .toString("base64"); sd15Img2Img["10"].inputs.image = inputImage; diff --git a/test/test-utils.ts b/test/test-utils.ts index bd0b32a..c8bf692 100644 --- a/test/test-utils.ts +++ b/test/test-utils.ts @@ -38,6 +38,9 @@ export async function submitPrompt( }, body: JSON.stringify(body), }); + if (!resp.ok) { + console.error(await resp.text()); + } expect(resp.ok).toEqual(true); return await resp.json(); } @@ -45,15 +48,19 @@ export async function submitPrompt( export async function checkImage( filename: string, imageB64: string, - webpFrames = 10 + options: { width: number; height: number; webpFrames: number } = { + width: 512, + height: 512, + webpFrames: 1, + } ): Promise { const image = sharp(Buffer.from(imageB64, "base64")); const metadata = await image.metadata(); - expect(metadata.width).toEqual(512); - expect(metadata.height).toEqual(512); + expect(metadata.width).toEqual(options.width); + expect(metadata.height).toEqual(options.height); if (filename.endsWith(".webp")) { expect(metadata.format).toEqual("webp"); - expect(metadata.pages).toEqual(webpFrames); + expect(metadata.pages).toEqual(options.webpFrames); } else if (filename.endsWith(".png")) { expect(metadata.format).toEqual("png"); } diff --git a/test/workflows/ltxv_image_to_video.json b/test/workflows/ltxv_image_to_video.json new file mode 100644 index 0000000..be91d3c --- /dev/null +++ b/test/workflows/ltxv_image_to_video.json @@ -0,0 +1,197 @@ +{ + "6": { + "inputs": { + "text": "best quality, 4k, HDR, a tracking shot of a beautiful scene of the sea waves on the beach with a massive explosion in the water", + "clip": [ + "38", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Positive Prompt)" + } + }, + "7": { + "inputs": { + "text": "low quality, worst quality, deformed, distorted, disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, weird hand, ugly", + "clip": [ + "38", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Negative Prompt)" + } + }, + "8": { + "inputs": { + "samples": [ + "72", + 0 + ], + "vae": [ + "44", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "38": { + "inputs": { + "clip_name": "t5xxl_fp16.safetensors", + "type": "ltxv" + }, + "class_type": "CLIPLoader", + "_meta": { + "title": "Load CLIP" + } + }, + "41": { + "inputs": { + "filename_prefix": "ComfyUI", + "fps": 24, + "lossless": false, + "quality": 90, + "method": "default", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveAnimatedWEBP", + "_meta": { + "title": "SaveAnimatedWEBP" + } + }, + "44": { + "inputs": { + "ckpt_name": "ltx-video-2b-v0.9.1.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "69": { + "inputs": { + "frame_rate": 25, + "positive": [ + "77", + 0 + ], + "negative": [ + "77", + 1 + ] + }, + "class_type": "LTXVConditioning", + "_meta": { + "title": "LTXVConditioning" + } + }, + "71": { + "inputs": { + "steps": 30, + "max_shift": 2.05, + "base_shift": 0.95, + "stretch": true, + "terminal": 0.1, + "latent": [ + "77", + 2 + ] + }, + "class_type": "LTXVScheduler", + "_meta": { + "title": "LTXVScheduler" + } + }, + "72": { + "inputs": { + "add_noise": true, + "noise_seed": 320090593504776, + "cfg": 3, + "model": [ + "44", + 0 + ], + "positive": [ + "69", + 0 + ], + "negative": [ + "69", + 1 + ], + "sampler": [ + "73", + 0 + ], + "sigmas": [ + "71", + 0 + ], + "latent_image": [ + "77", + 2 + ] + }, + "class_type": "SamplerCustom", + "_meta": { + "title": "SamplerCustom" + } + }, + "73": { + "inputs": { + "sampler_name": "euler" + }, + "class_type": "KSamplerSelect", + "_meta": { + "title": "KSamplerSelect" + } + }, + "77": { + "inputs": { + "width": 768, + "height": 512, + "length": 15, + "batch_size": 1, + "image_noise_scale": 0.15, + "positive": [ + "6", + 0 + ], + "negative": [ + "7", + 0 + ], + "vae": [ + "44", + 2 + ], + "image": [ + "78", + 0 + ] + }, + "class_type": "LTXVImgToVideo", + "_meta": { + "title": "LTXVImgToVideo" + } + }, + "78": { + "inputs": { + "image": "island.jpg", + "upload": "image" + }, + "class_type": "LoadImage", + "_meta": { + "title": "Load Image" + } + } +} \ No newline at end of file diff --git a/test/workflows/ltxv_text_to_video.json b/test/workflows/ltxv_text_to_video.json new file mode 100644 index 0000000..9e5a661 --- /dev/null +++ b/test/workflows/ltxv_text_to_video.json @@ -0,0 +1,170 @@ +{ + "6": { + "inputs": { + "text": "A woman with long brown hair and light skin smiles at another woman with long blonde hair. The woman with brown hair wears a black jacket and has a small, barely noticeable mole on her right cheek. The camera angle is a close-up, focused on the woman with brown hair's face. The lighting is warm and natural, likely from the setting sun, casting a soft glow on the scene. The scene appears to be real-life footage.", + "clip": [ + "38", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Positive Prompt)" + } + }, + "7": { + "inputs": { + "text": "low quality, worst quality, deformed, distorted, disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, weird hand, ugly", + "clip": [ + "38", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Negative Prompt)" + } + }, + "8": { + "inputs": { + "samples": [ + "72", + 0 + ], + "vae": [ + "44", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "38": { + "inputs": { + "clip_name": "t5xxl_fp16.safetensors", + "type": "ltxv" + }, + "class_type": "CLIPLoader", + "_meta": { + "title": "Load CLIP" + } + }, + "41": { + "inputs": { + "filename_prefix": "ComfyUI", + "fps": 24, + "lossless": false, + "quality": 90, + "method": "default", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveAnimatedWEBP", + "_meta": { + "title": "SaveAnimatedWEBP" + } + }, + "44": { + "inputs": { + "ckpt_name": "ltx-video-2b-v0.9.1.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "69": { + "inputs": { + "frame_rate": 25, + "positive": [ + "6", + 0 + ], + "negative": [ + "7", + 0 + ] + }, + "class_type": "LTXVConditioning", + "_meta": { + "title": "LTXVConditioning" + } + }, + "70": { + "inputs": { + "width": 768, + "height": 512, + "length": 15, + "batch_size": 1 + }, + "class_type": "EmptyLTXVLatentVideo", + "_meta": { + "title": "EmptyLTXVLatentVideo" + } + }, + "71": { + "inputs": { + "steps": 30, + "max_shift": 2.05, + "base_shift": 0.95, + "stretch": true, + "terminal": 0.1, + "latent": [ + "70", + 0 + ] + }, + "class_type": "LTXVScheduler", + "_meta": { + "title": "LTXVScheduler" + } + }, + "72": { + "inputs": { + "add_noise": true, + "noise_seed": 409419046825325, + "cfg": 3, + "model": [ + "44", + 0 + ], + "positive": [ + "69", + 0 + ], + "negative": [ + "69", + 1 + ], + "sampler": [ + "73", + 0 + ], + "sigmas": [ + "71", + 0 + ], + "latent_image": [ + "70", + 0 + ] + }, + "class_type": "SamplerCustom", + "_meta": { + "title": "SamplerCustom" + } + }, + "73": { + "inputs": { + "sampler_name": "euler" + }, + "class_type": "KSamplerSelect", + "_meta": { + "title": "KSamplerSelect" + } + } +} \ No newline at end of file From 9b8442061552306d8574bb8b3278748fc961fae0 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 13:48:20 -0500 Subject: [PATCH 19/52] fix webhook test issue --- src/server.ts | 21 ++++++++++++++++++--- test/animatediff.spec.ts | 24 +++++++++++++++++------- test/ltxvideo.spec.ts | 23 ++++++++++++++++------- test/sd1.5.spec.ts | 37 ++++++++++++++++++++++++++----------- test/test-utils.ts | 27 ++++++++++++++++++++------- 5 files changed, 97 insertions(+), 35 deletions(-) diff --git a/src/server.ts b/src/server.ts index e73a160..d0c3fce 100644 --- a/src/server.ts +++ b/src/server.ts @@ -283,6 +283,7 @@ server.after(() => { ); } const base64File = fileBuffer.toString("base64"); + app.log.info(`Sending image ${filename} to webhook: ${webhook}`); fetch(webhook, { method: "POST", headers: { @@ -294,9 +295,23 @@ server.after(() => { filename, prompt, }), - }).catch((e: any) => { - app.log.error(`Failed to send image to webhook: ${e.message}`); - }); + }) + .catch((e: any) => { + app.log.error( + `Failed to send image to webhook: ${e.message}` + ); + }) + .then(async (resp) => { + if (!resp) { + app.log.error("No response from webhook"); + } else if (!resp.ok) { + app.log.error( + `Failed to send image ${filename}: ${await resp.text()}` + ); + } else { + app.log.info(`Sent image ${filename}`); + } + }); // Remove the file after sending fsPromises.unlink(path.join(config.outputDir, originalFilename)); diff --git a/test/animatediff.spec.ts b/test/animatediff.spec.ts index 2409598..8460da4 100644 --- a/test/animatediff.spec.ts +++ b/test/animatediff.spec.ts @@ -5,7 +5,14 @@ import animateDiffSmallVideoAndFrames from "./workflows/animatediff-small-video- import animateDiffSmallFrames from "./workflows/animatediff-small-frames.json"; import path from "path"; import fs from "fs/promises"; -import { sleep, waitForWebhook, submitPrompt, checkImage } from "./test-utils"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import { before } from "mocha"; const shortOpts = { width: animateDiffSmallVideo["70"].inputs.width, @@ -20,6 +27,9 @@ const largeOpts = { }; describe("AnimateDiff", () => { + before(async () => { + await waitForServerToStart(); + }); describe("Return content in response", () => { it("returns still frames and a video", async () => { const respBody = await submitPrompt(animateDiffSmallVideoAndFrames); @@ -106,11 +116,11 @@ describe("AnimateDiff", () => { describe("Return content in webhooks", () => { it("returns still frames and a video", async () => { let numExpected = 11; - const webhook = await waitForWebhook(async (body) => { + const webhook = await createWebhookListener(async (body) => { + numExpected -= 1; const { id, filename, image } = body; expect(id).toEqual(reqId); await checkImage(filename, image, shortOpts); - numExpected -= 1; }); const respBody = await submitPrompt(animateDiffSmallVideoAndFrames, true); const { id: reqId } = respBody; @@ -122,11 +132,11 @@ describe("AnimateDiff", () => { }); it("returns just a video", async () => { let numExpected = 1; - const webhook = await waitForWebhook(async (body) => { + const webhook = await createWebhookListener(async (body) => { + numExpected -= 1; const { id, filename, image } = body; expect(id).toEqual(reqId); await checkImage(filename, image, shortOpts); - numExpected -= 1; }); const respBody = await submitPrompt(animateDiffSmallVideo, true); const { id: reqId } = respBody; @@ -138,11 +148,11 @@ describe("AnimateDiff", () => { }); it("returns just still frames", async () => { let numExpected = 10; - const webhook = await waitForWebhook(async (body) => { + const webhook = await createWebhookListener(async (body) => { + numExpected -= 1; const { id, filename, image } = body; expect(id).toEqual(reqId); await checkImage(filename, image); - numExpected -= 1; }); const respBody = await submitPrompt(animateDiffSmallFrames, true); const { id: reqId } = respBody; diff --git a/test/ltxvideo.spec.ts b/test/ltxvideo.spec.ts index a1ff77e..3eed6e1 100644 --- a/test/ltxvideo.spec.ts +++ b/test/ltxvideo.spec.ts @@ -1,7 +1,13 @@ import { expect } from "earl"; import path from "path"; import fs from "fs"; -import { sleep, waitForWebhook, submitPrompt, checkImage } from "./test-utils"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; import txt2Video from "./workflows/ltxv_text_to_video.json"; import img2Video from "./workflows/ltxv_image_to_video.json"; @@ -22,6 +28,9 @@ const img2VideoOptions = { }; describe("LTX Video", () => { + before(async () => { + await waitForServerToStart(); + }); describe("Return content in response", () => { it("text2video works", async () => { const respBody = await submitPrompt(txt2Video); @@ -49,11 +58,11 @@ describe("LTX Video", () => { describe("Return content in webhook", () => { it("text2video works", async () => { let expected = 1; - const webhook = await waitForWebhook((body) => { + const webhook = await createWebhookListener(async (body) => { + expected--; const { id, filename, image } = body; expect(id).toEqual(reqId); - checkImage(filename, image, text2VideoOptions); - expected--; + await checkImage(filename, image, text2VideoOptions); }); const { id: reqId } = await submitPrompt(txt2Video, true); while (expected > 0) { @@ -64,11 +73,11 @@ describe("LTX Video", () => { it("image2video works with base64 encoded images", async () => { let expected = 1; - const webhook = await waitForWebhook((body) => { + const webhook = await createWebhookListener(async (body) => { + expected--; const { id, filename, image } = body; expect(id).toEqual(reqId); - checkImage(filename, image, img2VideoOptions); - expected--; + await checkImage(filename, image, img2VideoOptions); }); const { id: reqId } = await submitPrompt(img2Video, true); while (expected > 0) { diff --git a/test/sd1.5.spec.ts b/test/sd1.5.spec.ts index 1b06f16..a9f3978 100644 --- a/test/sd1.5.spec.ts +++ b/test/sd1.5.spec.ts @@ -1,7 +1,13 @@ import { expect } from "earl"; import path from "path"; import fs from "fs"; -import { sleep, waitForWebhook, submitPrompt, checkImage } from "./test-utils"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; import sd15Txt2Img from "./workflows/sd1.5-txt2img.json"; import sd15Img2Img from "./workflows/sd1.5-img2img.json"; @@ -14,6 +20,9 @@ const inputImage = fs sd15Img2Img["10"].inputs.image = inputImage; describe("Stable Diffusion 1.5", () => { + before(async () => { + await waitForServerToStart(); + }); describe("Return content in response", () => { it("text2image works with 1 image", async () => { const respBody = await submitPrompt(sd15Txt2Img); @@ -35,18 +44,21 @@ describe("Stable Diffusion 1.5", () => { const respBody = await submitPrompt(sd15Img2Img); expect(respBody.filenames.length).toEqual(1); expect(respBody.images.length).toEqual(1); - await checkImage(respBody.filenames[0], respBody.images[0]); + await checkImage(respBody.filenames[0], respBody.images[0], { + width: 768, + height: 768, + }); }); }); describe("Return content in webhook", () => { it("text2image works with 1 image", async () => { let expected = 1; - const webhook = await waitForWebhook((body) => { + const webhook = await createWebhookListener(async (body) => { + expected--; const { id, filename, image } = body; expect(id).toEqual(reqId); - checkImage(filename, image); - expected--; + await checkImage(filename, image); }); const { id: reqId } = await submitPrompt(sd15Txt2Img, true); while (expected > 0) { @@ -57,11 +69,11 @@ describe("Stable Diffusion 1.5", () => { it("text2image works with multiple images", async () => { let expected = 4; - const webhook = await waitForWebhook((body) => { + const webhook = await createWebhookListener(async (body) => { + expected--; const { id, filename, image } = body; expect(id).toEqual(reqId); - checkImage(filename, image); - expected--; + await checkImage(filename, image); }); const { id: reqId } = await submitPrompt(sd15Txt2ImgBatch4, true); while (expected > 0) { @@ -72,11 +84,14 @@ describe("Stable Diffusion 1.5", () => { it("image2image works with base64 encoded images", async () => { let expected = 1; - const webhook = await waitForWebhook((body) => { + const webhook = await createWebhookListener(async (body) => { + expected--; const { id, filename, image } = body; expect(id).toEqual(reqId); - checkImage(filename, image); - expected--; + await checkImage(filename, image, { + width: 768, + height: 768, + }); }); const { id: reqId } = await submitPrompt(sd15Img2Img, true); while (expected > 0) { diff --git a/test/test-utils.ts b/test/test-utils.ts index c8bf692..93d84c7 100644 --- a/test/test-utils.ts +++ b/test/test-utils.ts @@ -6,13 +6,15 @@ export async function sleep(ms: number): Promise { return new Promise((resolve) => setTimeout(resolve, ms)); } -export async function waitForWebhook( - onReceive: (body: any) => void +export async function createWebhookListener( + onReceive: (body: any) => void | Promise ): Promise { - const app = fastify(); - app.post("/webhook", async (req, res) => { - res.send({ success: true }); + const app = fastify({ + bodyLimit: 1024 * 1024 * 1024, // 1 GB + }); + app.post("/webhook", (req, res) => { onReceive(req.body); + res.send({ success: true }); }); await app.listen({ port: 1234 }); await app.ready(); @@ -48,10 +50,9 @@ export async function submitPrompt( export async function checkImage( filename: string, imageB64: string, - options: { width: number; height: number; webpFrames: number } = { + options: { width: number; height: number; webpFrames?: number } = { width: 512, height: 512, - webpFrames: 1, } ): Promise { const image = sharp(Buffer.from(imageB64, "base64")); @@ -65,3 +66,15 @@ export async function checkImage( expect(metadata.format).toEqual("png"); } } + +export async function waitForServerToStart(): Promise { + while (true) { + try { + const resp = await fetch(`http://localhost:3000/health`); + if (resp.ok) { + break; + } + } catch (e) {} + await sleep(100); + } +} From d8c9b916c54cf38d02088074b97f18d7d85d2f4e Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 14:04:00 -0500 Subject: [PATCH 20/52] flux tests --- test/flux.spec.ts | 46 +++++++++++++ test/workflows/flux-txt2img.json | 107 +++++++++++++++++++++++++++++++ 2 files changed, 153 insertions(+) create mode 100644 test/flux.spec.ts create mode 100644 test/workflows/flux-txt2img.json diff --git a/test/flux.spec.ts b/test/flux.spec.ts new file mode 100644 index 0000000..ee258e5 --- /dev/null +++ b/test/flux.spec.ts @@ -0,0 +1,46 @@ +import { expect } from "earl"; + +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import fluxTxt2Img from "./workflows/flux-txt2img.json"; + +const fluxOpts = { + width: fluxTxt2Img["27"].inputs.width, + height: fluxTxt2Img["27"].inputs.height, +}; + +describe("Flux", () => { + before(async () => { + await waitForServerToStart(); + }); + describe("Return content in response", () => { + it("text2image works with 1 image", async () => { + const respBody = await submitPrompt(fluxTxt2Img); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage(respBody.filenames[0], respBody.images[0], fluxOpts); + }); + }); + + describe("Return content in webhook", () => { + it("text2image works with 1 image", async () => { + let expected = 1; + const webhook = await createWebhookListener(async (body) => { + expected--; + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, fluxOpts); + }); + const { id: reqId } = await submitPrompt(fluxTxt2Img, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/workflows/flux-txt2img.json b/test/workflows/flux-txt2img.json new file mode 100644 index 0000000..52916d4 --- /dev/null +++ b/test/workflows/flux-txt2img.json @@ -0,0 +1,107 @@ +{ + "6": { + "inputs": { + "text": "a bottle with a beautiful rainbow galaxy inside it on top of a wooden table in the middle of a modern kitchen beside a plate of vegetables and mushrooms and a wine glasse that contains a planet earth with a plate with a half eaten apple pie on it", + "clip": [ + "30", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Positive Prompt)" + } + }, + "8": { + "inputs": { + "samples": [ + "31", + 0 + ], + "vae": [ + "30", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "9": { + "inputs": { + "filename_prefix": "Flux", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + }, + "27": { + "inputs": { + "width": 1024, + "height": 1024, + "batch_size": 1 + }, + "class_type": "EmptySD3LatentImage", + "_meta": { + "title": "EmptySD3LatentImage" + } + }, + "30": { + "inputs": { + "ckpt_name": "flux1-schnell-fp8.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "31": { + "inputs": { + "seed": 1030319533692526, + "steps": 4, + "cfg": 1, + "sampler_name": "euler", + "scheduler": "simple", + "denoise": 1, + "model": [ + "30", + 0 + ], + "positive": [ + "6", + 0 + ], + "negative": [ + "33", + 0 + ], + "latent_image": [ + "27", + 0 + ] + }, + "class_type": "KSampler", + "_meta": { + "title": "KSampler" + } + }, + "33": { + "inputs": { + "text": "", + "clip": [ + "30", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Negative Prompt)" + } + } +} \ No newline at end of file From 6dadbd4260294050313e770ef8b6d2c1ffd484bd Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 14:24:51 -0500 Subject: [PATCH 21/52] sd3.5 tests --- test/sd3.5.spec.ts | 52 +++++++++ test/test-utils.ts | 4 +- test/workflows/sd3.5-txt2img.json | 187 ++++++++++++++++++++++++++++++ 3 files changed, 242 insertions(+), 1 deletion(-) create mode 100644 test/sd3.5.spec.ts create mode 100644 test/workflows/sd3.5-txt2img.json diff --git a/test/sd3.5.spec.ts b/test/sd3.5.spec.ts new file mode 100644 index 0000000..5b2b3d3 --- /dev/null +++ b/test/sd3.5.spec.ts @@ -0,0 +1,52 @@ +import { expect } from "earl"; + +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import sd35Txt2Image from "./workflows/sd3.5-txt2img.json"; + +const txt2imgOpts = { + width: sd35Txt2Image["135"].inputs.width, + height: sd35Txt2Image["135"].inputs.height, +}; + +describe("Stable Diffusion 3.5", () => { + before(async () => { + await waitForServerToStart(); + }); + describe("Return content in response", () => { + it("text2image works with 1 image", async () => { + const respBody = await submitPrompt(sd35Txt2Image); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage(respBody.filenames[0], respBody.images[0], txt2imgOpts); + }); + }); + + describe("Return content in webhook", () => { + it("text2image works with 1 image", async () => { + let expected = 1; + const webhook = await createWebhookListener(async (body) => { + expected--; + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, txt2imgOpts); + }); + /** + * TODO: There is some kind of race condition here I can't figure out. It does seem to effect + * other webhook tests, but it does seem to effect this one. comfyui-api logs report that it got no response + * from the webhook if this value is smaller. + * */ + await sleep(700); + const { id: reqId } = await submitPrompt(sd35Txt2Image, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/test-utils.ts b/test/test-utils.ts index 93d84c7..64187a1 100644 --- a/test/test-utils.ts +++ b/test/test-utils.ts @@ -13,7 +13,9 @@ export async function createWebhookListener( bodyLimit: 1024 * 1024 * 1024, // 1 GB }); app.post("/webhook", (req, res) => { - onReceive(req.body); + if (req.body) { + onReceive(req.body); + } res.send({ success: true }); }); await app.listen({ port: 1234 }); diff --git a/test/workflows/sd3.5-txt2img.json b/test/workflows/sd3.5-txt2img.json new file mode 100644 index 0000000..74fd977 --- /dev/null +++ b/test/workflows/sd3.5-txt2img.json @@ -0,0 +1,187 @@ +{ + "4": { + "inputs": { + "ckpt_name": "sd3.5_medium.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "6": { + "inputs": { + "text": "beautiful scenery nature glass bottle landscape, purple galaxy bottle,", + "clip": [ + "11", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "8": { + "inputs": { + "samples": [ + "294", + 0 + ], + "vae": [ + "4", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "11": { + "inputs": { + "clip_name1": "clip_g.safetensors", + "clip_name2": "clip_l.safetensors", + "clip_name3": "t5xxl_fp8_e4m3fn.safetensors" + }, + "class_type": "TripleCLIPLoader", + "_meta": { + "title": "TripleCLIPLoader" + } + }, + "13": { + "inputs": { + "shift": 3, + "model": [ + "4", + 0 + ] + }, + "class_type": "ModelSamplingSD3", + "_meta": { + "title": "ModelSamplingSD3" + } + }, + "67": { + "inputs": { + "conditioning": [ + "71", + 0 + ] + }, + "class_type": "ConditioningZeroOut", + "_meta": { + "title": "ConditioningZeroOut" + } + }, + "68": { + "inputs": { + "start": 0.1, + "end": 1, + "conditioning": [ + "67", + 0 + ] + }, + "class_type": "ConditioningSetTimestepRange", + "_meta": { + "title": "ConditioningSetTimestepRange" + } + }, + "69": { + "inputs": { + "conditioning_1": [ + "68", + 0 + ], + "conditioning_2": [ + "70", + 0 + ] + }, + "class_type": "ConditioningCombine", + "_meta": { + "title": "Conditioning (Combine)" + } + }, + "70": { + "inputs": { + "start": 0, + "end": 0.1, + "conditioning": [ + "71", + 0 + ] + }, + "class_type": "ConditioningSetTimestepRange", + "_meta": { + "title": "ConditioningSetTimestepRange" + } + }, + "71": { + "inputs": { + "text": "", + "clip": [ + "11", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "135": { + "inputs": { + "width": 1024, + "height": 1024, + "batch_size": 1 + }, + "class_type": "EmptySD3LatentImage", + "_meta": { + "title": "EmptySD3LatentImage" + } + }, + "294": { + "inputs": { + "seed": 998428620595727, + "steps": 20, + "cfg": 4.5, + "sampler_name": "dpmpp_2m", + "scheduler": "sgm_uniform", + "denoise": 1, + "model": [ + "13", + 0 + ], + "positive": [ + "6", + 0 + ], + "negative": [ + "69", + 0 + ], + "latent_image": [ + "135", + 0 + ] + }, + "class_type": "KSampler", + "_meta": { + "title": "KSampler" + } + }, + "301": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "8", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + } +} \ No newline at end of file From 868415b904c0b00258185d394d4ac7722ffb34ce Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 14:29:59 -0500 Subject: [PATCH 22/52] sdxl tests --- README.md | 2 +- test/sd3.5.spec.ts | 4 +- test/sdxl.spec.ts | 53 ++++++++ test/workflows/sdxl-with-refiner.json | 178 ++++++++++++++++++++++++++ 4 files changed, 234 insertions(+), 3 deletions(-) create mode 100644 test/sdxl.spec.ts create mode 100644 test/workflows/sdxl-with-refiner.json diff --git a/README.md b/README.md index 2801455..318d5ff 100644 --- a/README.md +++ b/README.md @@ -38,7 +38,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. -- **Verified Model Support**: Stable Diffusion 1.5, Stable Diffusion XL, Flux, AnimateDiff, LTX Video +- **Verified Model Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. diff --git a/test/sd3.5.spec.ts b/test/sd3.5.spec.ts index 5b2b3d3..948b2af 100644 --- a/test/sd3.5.spec.ts +++ b/test/sd3.5.spec.ts @@ -37,8 +37,8 @@ describe("Stable Diffusion 3.5", () => { await checkImage(filename, image, txt2imgOpts); }); /** - * TODO: There is some kind of race condition here I can't figure out. It does seem to effect - * other webhook tests, but it does seem to effect this one. comfyui-api logs report that it got no response + * TODO: There is some kind of race condition here I can't figure out. It doesn't seem to effect + * most other webhook tests, but it does seem to effect this one. comfyui-api logs report that it got no response * from the webhook if this value is smaller. * */ await sleep(700); diff --git a/test/sdxl.spec.ts b/test/sdxl.spec.ts new file mode 100644 index 0000000..611b5bd --- /dev/null +++ b/test/sdxl.spec.ts @@ -0,0 +1,53 @@ +import { expect } from "earl"; +import path from "path"; +import fs from "fs"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import sdxlWithRefinerTxt2Img from "./workflows/sdxl-with-refiner.json"; + +const txt2imgOpts = { + width: sdxlWithRefinerTxt2Img["5"].inputs.width, + height: sdxlWithRefinerTxt2Img["5"].inputs.height, +}; + +describe("Stable Diffusion XL", () => { + before(async () => { + await waitForServerToStart(); + }); + describe("Return content in response", () => { + it("text2image works with 1 image", async () => { + const respBody = await submitPrompt(sdxlWithRefinerTxt2Img); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage(respBody.filenames[0], respBody.images[0], txt2imgOpts); + }); + }); + + describe("Return content in webhook", () => { + it("text2image works with 1 image", async () => { + let expected = 1; + const webhook = await createWebhookListener(async (body) => { + expected--; + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, txt2imgOpts); + }); + /** + * TODO: There is some kind of race condition here I can't figure out. It doesn't seem to effect + * most other webhook tests, but it does seem to effect this one. comfyui-api logs report that it got no response + * from the webhook if this value is smaller. + * */ + await sleep(700); + const { id: reqId } = await submitPrompt(sdxlWithRefinerTxt2Img, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/workflows/sdxl-with-refiner.json b/test/workflows/sdxl-with-refiner.json new file mode 100644 index 0000000..c47e562 --- /dev/null +++ b/test/workflows/sdxl-with-refiner.json @@ -0,0 +1,178 @@ +{ + "4": { + "inputs": { + "ckpt_name": "sd_xl_base_1.0.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint - BASE" + } + }, + "5": { + "inputs": { + "width": 1024, + "height": 1024, + "batch_size": 1 + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + }, + "6": { + "inputs": { + "text": "evening sunset scenery blue sky nature, glass bottle with a galaxy in it", + "clip": [ + "4", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "7": { + "inputs": { + "text": "text, watermark", + "clip": [ + "4", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "10": { + "inputs": { + "add_noise": "enable", + "noise_seed": 721897303308196, + "steps": 25, + "cfg": 8, + "sampler_name": "euler", + "scheduler": "normal", + "start_at_step": 0, + "end_at_step": 20, + "return_with_leftover_noise": "enable", + "model": [ + "4", + 0 + ], + "positive": [ + "6", + 0 + ], + "negative": [ + "7", + 0 + ], + "latent_image": [ + "5", + 0 + ] + }, + "class_type": "KSamplerAdvanced", + "_meta": { + "title": "KSampler (Advanced) - BASE" + } + }, + "11": { + "inputs": { + "add_noise": "disable", + "noise_seed": 0, + "steps": 25, + "cfg": 8, + "sampler_name": "euler", + "scheduler": "normal", + "start_at_step": 20, + "end_at_step": 10000, + "return_with_leftover_noise": "disable", + "model": [ + "12", + 0 + ], + "positive": [ + "15", + 0 + ], + "negative": [ + "16", + 0 + ], + "latent_image": [ + "10", + 0 + ] + }, + "class_type": "KSamplerAdvanced", + "_meta": { + "title": "KSampler (Advanced) - REFINER" + } + }, + "12": { + "inputs": { + "ckpt_name": "sd_xl_refiner_1.0.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint - REFINER" + } + }, + "15": { + "inputs": { + "text": "evening sunset scenery blue sky nature, glass bottle with a galaxy in it", + "clip": [ + "12", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "16": { + "inputs": { + "text": "text, watermark", + "clip": [ + "12", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "17": { + "inputs": { + "samples": [ + "11", + 0 + ], + "vae": [ + "12", + 2 + ] + }, + "class_type": "VAEDecode", + "_meta": { + "title": "VAE Decode" + } + }, + "19": { + "inputs": { + "filename_prefix": "ComfyUI", + "images": [ + "17", + 0 + ] + }, + "class_type": "SaveImage", + "_meta": { + "title": "Save Image" + } + } +} \ No newline at end of file From ce79ad74ce2744919aafea3a3c10eeebfba6c837 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 14:59:50 -0500 Subject: [PATCH 23/52] workaround testing race condition --- test/sd3.5.spec.ts | 6 ------ test/sdxl.spec.ts | 6 ------ test/test-utils.ts | 6 ++++++ 3 files changed, 6 insertions(+), 12 deletions(-) diff --git a/test/sd3.5.spec.ts b/test/sd3.5.spec.ts index 948b2af..3e6b168 100644 --- a/test/sd3.5.spec.ts +++ b/test/sd3.5.spec.ts @@ -36,12 +36,6 @@ describe("Stable Diffusion 3.5", () => { expect(id).toEqual(reqId); await checkImage(filename, image, txt2imgOpts); }); - /** - * TODO: There is some kind of race condition here I can't figure out. It doesn't seem to effect - * most other webhook tests, but it does seem to effect this one. comfyui-api logs report that it got no response - * from the webhook if this value is smaller. - * */ - await sleep(700); const { id: reqId } = await submitPrompt(sd35Txt2Image, true); while (expected > 0) { await sleep(100); diff --git a/test/sdxl.spec.ts b/test/sdxl.spec.ts index 611b5bd..4d61efd 100644 --- a/test/sdxl.spec.ts +++ b/test/sdxl.spec.ts @@ -37,12 +37,6 @@ describe("Stable Diffusion XL", () => { expect(id).toEqual(reqId); await checkImage(filename, image, txt2imgOpts); }); - /** - * TODO: There is some kind of race condition here I can't figure out. It doesn't seem to effect - * most other webhook tests, but it does seem to effect this one. comfyui-api logs report that it got no response - * from the webhook if this value is smaller. - * */ - await sleep(700); const { id: reqId } = await submitPrompt(sdxlWithRefinerTxt2Img, true); while (expected > 0) { await sleep(100); diff --git a/test/test-utils.ts b/test/test-utils.ts index 64187a1..7b0a274 100644 --- a/test/test-utils.ts +++ b/test/test-utils.ts @@ -20,6 +20,12 @@ export async function createWebhookListener( }); await app.listen({ port: 1234 }); await app.ready(); + /** + * TODO: There is some kind of race condition here I can't figure out. + * comfyui-api logs report that it got no response from the webhook if this + * value is smaller. + * */ + await sleep(700); return app; } From 617f01b14e33c794930a5f648dbf9b73be35db4f Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 15:16:53 -0500 Subject: [PATCH 24/52] document required models --- README.md | 38 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 38 insertions(+) diff --git a/README.md b/README.md index 318d5ff..7714411 100644 --- a/README.md +++ b/README.md @@ -14,6 +14,7 @@ A simple wrapper that facilitates using ComfyUI as a stateless API, either by re - [Automating with Claude 3.5 Sonnet](#automating-with-claude-35-sonnet) - [Prebuilt Docker Images](#prebuilt-docker-images) - [Contributing](#contributing) + - [Testing](#testing) ## Download and Usage @@ -374,3 +375,40 @@ The tag pattern is `saladtechnologies/comfyui:comfy-api Date: Wed, 8 Jan 2025 16:07:56 -0500 Subject: [PATCH 25/52] remove unused --- test/flux.spec.ts | 1 - test/sdxl.spec.ts | 2 -- 2 files changed, 3 deletions(-) diff --git a/test/flux.spec.ts b/test/flux.spec.ts index ee258e5..19b9080 100644 --- a/test/flux.spec.ts +++ b/test/flux.spec.ts @@ -1,5 +1,4 @@ import { expect } from "earl"; - import { sleep, createWebhookListener, diff --git a/test/sdxl.spec.ts b/test/sdxl.spec.ts index 4d61efd..7ffafac 100644 --- a/test/sdxl.spec.ts +++ b/test/sdxl.spec.ts @@ -1,6 +1,4 @@ import { expect } from "earl"; -import path from "path"; -import fs from "fs"; import { sleep, createWebhookListener, From 1e1d1dc7c0f3626d49e5bcb23af375a1b2f7f639 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 16:18:39 -0500 Subject: [PATCH 26/52] hunyuan video --- test/hunyuanvideo.spec.ts | 50 ++++++ test/test-utils.ts | 1 + test/workflows/hunyuanvideo-txt2video.json | 197 +++++++++++++++++++++ 3 files changed, 248 insertions(+) create mode 100644 test/hunyuanvideo.spec.ts create mode 100644 test/workflows/hunyuanvideo-txt2video.json diff --git a/test/hunyuanvideo.spec.ts b/test/hunyuanvideo.spec.ts new file mode 100644 index 0000000..4323a9c --- /dev/null +++ b/test/hunyuanvideo.spec.ts @@ -0,0 +1,50 @@ +import { expect } from "earl"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import txt2Video from "./workflows/hunyuanvideo-txt2video.json"; + +const text2VideoOptions = { + webpFrames: 73, + width: txt2Video["45"].inputs.width, + height: txt2Video["45"].inputs.height, +}; + +describe("Hunyuan Video", () => { + before(async () => { + await waitForServerToStart(); + }); + describe("Return content in response", () => { + it("text2video works", async () => { + const respBody = await submitPrompt(txt2Video); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage( + respBody.filenames[0], + respBody.images[0], + text2VideoOptions + ); + }); + }); + + describe("Return content in webhook", () => { + it("text2video works", async () => { + let expected = 1; + const webhook = await createWebhookListener(async (body) => { + expected--; + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, text2VideoOptions); + }); + const { id: reqId } = await submitPrompt(txt2Video, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/test-utils.ts b/test/test-utils.ts index 7b0a274..ef77a3a 100644 --- a/test/test-utils.ts +++ b/test/test-utils.ts @@ -47,6 +47,7 @@ export async function submitPrompt( "Content-Type": "application/json", }, body: JSON.stringify(body), + signal: AbortSignal.timeout(1000 * 60 * 60 * 20), // 20 minutes }); if (!resp.ok) { console.error(await resp.text()); diff --git a/test/workflows/hunyuanvideo-txt2video.json b/test/workflows/hunyuanvideo-txt2video.json new file mode 100644 index 0000000..a31d282 --- /dev/null +++ b/test/workflows/hunyuanvideo-txt2video.json @@ -0,0 +1,197 @@ +{ + "10": { + "inputs": { + "vae_name": "hunyuan_video_vae_bf16.safetensors" + }, + "class_type": "VAELoader", + "_meta": { + "title": "Load VAE" + } + }, + "11": { + "inputs": { + "clip_name1": "clip_l.safetensors", + "clip_name2": "llava_llama3_fp8_scaled.safetensors", + "type": "hunyuan_video" + }, + "class_type": "DualCLIPLoader", + "_meta": { + "title": "DualCLIPLoader" + } + }, + "12": { + "inputs": { + "unet_name": "hunyuan_video_t2v_720p_bf16.safetensors", + "weight_dtype": "fp8_e4m3fn_fast" + }, + "class_type": "UNETLoader", + "_meta": { + "title": "Load Diffusion Model" + } + }, + "13": { + "inputs": { + "noise": [ + "25", + 0 + ], + "guider": [ + "22", + 0 + ], + "sampler": [ + "16", + 0 + ], + "sigmas": [ + "17", + 0 + ], + "latent_image": [ + "45", + 0 + ] + }, + "class_type": "SamplerCustomAdvanced", + "_meta": { + "title": "SamplerCustomAdvanced" + } + }, + "16": { + "inputs": { + "sampler_name": "euler" + }, + "class_type": "KSamplerSelect", + "_meta": { + "title": "KSamplerSelect" + } + }, + "17": { + "inputs": { + "scheduler": "simple", + "steps": 20, + "denoise": 1, + "model": [ + "12", + 0 + ] + }, + "class_type": "BasicScheduler", + "_meta": { + "title": "BasicScheduler" + } + }, + "22": { + "inputs": { + "model": [ + "67", + 0 + ], + "conditioning": [ + "26", + 0 + ] + }, + "class_type": "BasicGuider", + "_meta": { + "title": "BasicGuider" + } + }, + "25": { + "inputs": { + "noise_seed": 909141394569 + }, + "class_type": "RandomNoise", + "_meta": { + "title": "RandomNoise" + } + }, + "26": { + "inputs": { + "guidance": 6, + "conditioning": [ + "44", + 0 + ] + }, + "class_type": "FluxGuidance", + "_meta": { + "title": "FluxGuidance" + } + }, + "44": { + "inputs": { + "text": "anime style anime girl with massive fennec ears and one big fluffy tail, she has blonde hair long hair blue eyes wearing a pink sweater and a long blue skirt walking in a beautiful outdoor scenery with snow mountains in the background", + "clip": [ + "11", + 0 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Positive Prompt)" + } + }, + "45": { + "inputs": { + "width": 848, + "height": 480, + "length": 73, + "batch_size": 1 + }, + "class_type": "EmptyHunyuanLatentVideo", + "_meta": { + "title": "EmptyHunyuanLatentVideo" + } + }, + "67": { + "inputs": { + "shift": 7, + "model": [ + "12", + 0 + ] + }, + "class_type": "ModelSamplingSD3", + "_meta": { + "title": "ModelSamplingSD3" + } + }, + "73": { + "inputs": { + "tile_size": 256, + "overlap": 64, + "temporal_size": 64, + "temporal_overlap": 8, + "samples": [ + "13", + 0 + ], + "vae": [ + "10", + 0 + ] + }, + "class_type": "VAEDecodeTiled", + "_meta": { + "title": "VAE Decode (Tiled)" + } + }, + "75": { + "inputs": { + "filename_prefix": "ComfyUI", + "fps": 24, + "lossless": false, + "quality": 80, + "method": "default", + "images": [ + "73", + 0 + ] + }, + "class_type": "SaveAnimatedWEBP", + "_meta": { + "title": "SaveAnimatedWEBP" + } + } +} \ No newline at end of file From 8483eaa632019b2619d1dfee46504347553e16d9 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 16:19:38 -0500 Subject: [PATCH 27/52] add hunyuan to supported models --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7714411..4da37bf 100644 --- a/README.md +++ b/README.md @@ -39,7 +39,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. -- **Verified Model Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video +- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video. My assumption is more models are supported, but these are the ones I have verified. - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. From eab9b80f039e39269ea7e4ee4557fdd5d753d7c1 Mon Sep 17 00:00:00 2001 From: Shawn Date: Wed, 8 Jan 2025 16:34:17 -0500 Subject: [PATCH 28/52] more testing instructions --- README.md | 30 +++++++++++++++++++++++++++++- 1 file changed, 29 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 4da37bf..1686cda 100644 --- a/README.md +++ b/README.md @@ -15,6 +15,8 @@ A simple wrapper that facilitates using ComfyUI as a stateless API, either by re - [Prebuilt Docker Images](#prebuilt-docker-images) - [Contributing](#contributing) - [Testing](#testing) + - [Required Models](#required-models) + - [Running Tests](#running-tests) ## Download and Usage @@ -378,8 +380,14 @@ ComfyUI is a powerful tool with MANY options, and it's likely that not all of th ## Testing +### Required Models + Automated tests for this project require model files to be present in the `./test/docker-image/models` directory. The following models are required: +**TODO: Add models** + +They should be in the correct comfyui directory structure, like so: + ```text ./test/docker-image/models ├── animatediff_models @@ -411,4 +419,24 @@ Automated tests for this project require model files to be present in the `./tes │ ├── hunyuan_video_vae_bf16.safetensors │ └── vae-ft-mse-840000-ema-pruned.ckpt └── vae_approx -``` \ No newline at end of file +``` + +### Running Tests + +In one terminal, start the test server: + +```shell +docker compose up --build +``` + +> --build is only needed the first time, or if you make changes to the server code + +In another terminal, run the tests: + +```shell +npm test +``` + +This will take quite a long time, and requires a minimum of 24gb of RAM. +I did these tests on my RTX 3080ti Laptop Edition w/ 16gb VRAM, and 24gb WSL RAM. +It takes about 30 minutes to run all the tests. From 5b99669eea139b374cf6d3f0cca9be365bf98fbc Mon Sep 17 00:00:00 2001 From: Shawn Date: Thu, 9 Jan 2025 09:37:33 -0500 Subject: [PATCH 29/52] make body size configurable, little cleanup in server --- README.md | 3 ++- src/config.ts | 4 +++ src/server.ts | 70 +++++++++++++++++++++++++++++---------------------- 3 files changed, 46 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index 1686cda..10a0629 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. -- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video. My assumption is more models are supported, but these are the ones I have verified. +- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video. My assumption is more model types are supported, but these are the ones I have verified. - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. @@ -79,6 +79,7 @@ The default values mostly assume this will run on top of an [ai-dock](https://gi | CMD | "init.sh" | Command to launch ComfyUI | | HOST | "::" | Wrapper host address | | PORT | "3000" | Wrapper port number | +| MAX_BODY_SIZE_MB | "100" | Maximum body size in MB | | DIRECT_ADDRESS | "127.0.0.1" | Direct address for ComfyUI | | COMFYUI_PORT_HOST | "8188" | ComfyUI port number | | STARTUP_CHECK_INTERVAL_S | "1" | Interval in seconds between startup checks | diff --git a/src/config.ts b/src/config.ts index 9668936..ce99bd0 100644 --- a/src/config.ts +++ b/src/config.ts @@ -21,6 +21,7 @@ const { WORKFLOW_DIR = "/workflows", MARKDOWN_SCHEMA_DESCRIPTIONS = "true", BASE = "ai-dock", + MAX_BODY_SIZE_MB = "100", } = process.env; fs.mkdirSync(WORKFLOW_DIR, { recursive: true }); @@ -32,6 +33,7 @@ const selfURL = `http://localhost:${PORT}`; const port = parseInt(PORT, 10); const startupCheckInterval = parseInt(STARTUP_CHECK_INTERVAL_S, 10) * 1000; const startupCheckMaxTries = parseInt(STARTUP_CHECK_MAX_TRIES, 10); +const maxBodySize = parseInt(MAX_BODY_SIZE_MB, 10) * 1024 * 1024; // type for {string: string} @@ -125,9 +127,11 @@ const config = { wrapperHost: HOST, wrapperPort: port, selfURL, + maxBodySize, comfyHost: DIRECT_ADDRESS, comfyPort: COMFYUI_PORT_HOST, comfyURL, + wsClientId, comfyWSURL, startupCheckInterval, startupCheckMaxTries, diff --git a/src/server.ts b/src/server.ts index d0c3fce..e355e47 100644 --- a/src/server.ts +++ b/src/server.ts @@ -36,7 +36,7 @@ import { z } from "zod"; import { randomUUID } from "crypto"; const server = Fastify({ - bodyLimit: 100 * 1024 * 1024, // 100MB + bodyLimit: config.maxBodySize, logger: true, }); server.setValidatorCompiler(validatorCompiler); @@ -59,7 +59,7 @@ server.register(fastifySwagger, { openapi: { openapi: "3.0.0", info: { - title: "Comfy Wrapper API", + title: "ComfyUI API", version, }, servers: [ @@ -185,11 +185,14 @@ server.after(() => { const loadDirectoryOfImagesNodes = new Set(["VHS_LoadImages"]); for (const nodeId in prompt) { const node = prompt[nodeId]; - if (node.inputs.filename_prefix) { + if ( + node.inputs.filename_prefix && + typeof node.inputs.filename_prefix === "string" + ) { /** * If the node is for saving files, we want to set the filename_prefix - * to the id of the prompt. This is so that we can associate the output - * files with the prompt that generated them. + * to the id of the prompt. This ensures no collisions between prompts + * from different users. */ node.inputs.filename_prefix = id; if ( @@ -199,7 +202,10 @@ server.after(() => { continue; } hasSaveImage = true; - } else if (loadImageNodes.has(node.class_type)) { + } else if ( + loadImageNodes.has(node.class_type) && + typeof node.inputs.image === "string" + ) { /** * If the node is for loading an image, the user will have provided * the image as base64 encoded data, or as a url. we need to download @@ -214,40 +220,44 @@ server.after(() => { location: `prompt.${nodeId}.inputs.image`, }); } - } else if (loadDirectoryOfImagesNodes.has(node.class_type)) { + } else if ( + loadDirectoryOfImagesNodes.has(node.class_type) && + Array.isArray(node.inputs.directory) && + node.inputs.directory.every((x: any) => typeof x === "string") + ) { /** * If the node is for loading a directory of images, the user will have * provided the local directory as a string or an array of strings. If it's an * array, we need to download each image to a local file, and update the input * to be the local directory. */ - if (Array.isArray(node.inputs.directory)) { - try { - /** - * We need to download each image to a local file. - */ - app.log.debug( - `Downloading images to local directory for node ${nodeId}` - ); - const processPromises: Promise[] = []; - for (const b64 of node.inputs.directory) { - processPromises.push(processImage(b64, app.log, id)); - } - await Promise.all(processPromises); - node.inputs.directory = id; - app.log.debug( - `Saved images to local directory for node ${nodeId}` - ); - } catch (e: any) { - return reply.code(400).send({ - error: e.message, - location: `prompt.${nodeId}.inputs.directory`, - message: "Failed to download images to local directory", - }); + try { + /** + * We need to download each image to a local file. + */ + app.log.debug( + `Downloading images to local directory for node ${nodeId}` + ); + const processPromises: Promise[] = []; + for (const b64 of node.inputs.directory) { + processPromises.push(processImage(b64, app.log, id)); } + await Promise.all(processPromises); + node.inputs.directory = id; + app.log.debug(`Saved images to local directory for node ${nodeId}`); + } catch (e: any) { + return reply.code(400).send({ + error: e.message, + location: `prompt.${nodeId}.inputs.directory`, + message: "Failed to download images to local directory", + }); } } } + + /** + * If the prompt has no outputs, there's no point in running it. + */ if (!hasSaveImage) { return reply.code(400).send({ error: From ad9f193a016b29e3ee916bf2cfb90bbb471870bd Mon Sep 17 00:00:00 2001 From: Shawn Date: Thu, 9 Jan 2025 09:39:09 -0500 Subject: [PATCH 30/52] remove commented out code in workflow loader --- src/workflows/index.ts | 16 ---------------- 1 file changed, 16 deletions(-) diff --git a/src/workflows/index.ts b/src/workflows/index.ts index 70f801a..f6e931e 100644 --- a/src/workflows/index.ts +++ b/src/workflows/index.ts @@ -1,11 +1,4 @@ import config from "../config"; -// import fluxTxt2img from "../workflows/flux/txt2img"; -// import fluxImg2img from "../workflows/flux/img2img"; -// import sd15Txt2img from "../workflows/sd1.5/txt2img"; -// import sd15Img2img from "../workflows/sd1.5/img2img"; -// import sdxlTxt2img from "../workflows/sdxl/txt2img"; -// import sdxlImg2img from "../workflows/sdxl/img2img"; -// import sdxlTxt2imgWithRefiner from "../workflows/sdxl/txt2img-with-refiner"; import { WorkflowTree, isWorkflow } from "../types"; import fs from "fs"; import ts from "typescript"; @@ -46,13 +39,4 @@ const walk = (dir: string, tree: WorkflowTree) => { }; walk(config.workflowDir, workflows); -// if (config.workflowModels !== "all" && config.workflowModels !== "") { -// const requestedModels = new Set(config.workflowModels.split(",")); -// Object.keys(workflows).forEach((baseModel) => { -// if (!requestedModels.has(baseModel)) { -// delete workflows[baseModel]; -// } -// }); -// } - export default workflows; From 16e0fb528bf536d18827649fdf85dc4e6318074b Mon Sep 17 00:00:00 2001 From: Shawn Date: Thu, 9 Jan 2025 09:52:17 -0500 Subject: [PATCH 31/52] shorten that test --- test/hunyuanvideo.spec.ts | 2 +- test/workflows/hunyuanvideo-txt2video.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/test/hunyuanvideo.spec.ts b/test/hunyuanvideo.spec.ts index 4323a9c..3826dcb 100644 --- a/test/hunyuanvideo.spec.ts +++ b/test/hunyuanvideo.spec.ts @@ -9,7 +9,7 @@ import { import txt2Video from "./workflows/hunyuanvideo-txt2video.json"; const text2VideoOptions = { - webpFrames: 73, + webpFrames: 9, width: txt2Video["45"].inputs.width, height: txt2Video["45"].inputs.height, }; diff --git a/test/workflows/hunyuanvideo-txt2video.json b/test/workflows/hunyuanvideo-txt2video.json index a31d282..310d5ab 100644 --- a/test/workflows/hunyuanvideo-txt2video.json +++ b/test/workflows/hunyuanvideo-txt2video.json @@ -136,7 +136,7 @@ "inputs": { "width": 848, "height": 480, - "length": 73, + "length": 10, "batch_size": 1 }, "class_type": "EmptyHunyuanLatentVideo", From 504556c5eed6bd02646f82f2bfcc009a35fcfc9d Mon Sep 17 00:00:00 2001 From: Shawn Date: Thu, 9 Jan 2025 11:57:45 -0500 Subject: [PATCH 32/52] document location of all models used for testing --- README.md | 21 +++++++++++++++++---- 1 file changed, 17 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 10a0629..edd4b68 100644 --- a/README.md +++ b/README.md @@ -385,7 +385,23 @@ ComfyUI is a powerful tool with MANY options, and it's likely that not all of th Automated tests for this project require model files to be present in the `./test/docker-image/models` directory. The following models are required: -**TODO: Add models** +- `AnimateLCM_sd15_t2v.ckpt` - https://huggingface.co/wangfuyun/AnimateLCM/resolve/b78bbce/AnimateLCM_sd15_t2v.ckpt +- `dreamshaper_8.safetensors` - https://civitai.com/models/4384/dreamshaper +- `flux1-schnell-fp8.safetensors` - https://huggingface.co/Comfy-Org/flux1-schnell +- `ltx-video-2b-v0.9.1.safetensors` - https://huggingface.co/Lightricks/LTX-Video/blob/main/ltx-video-2b-v0.9.1.safetensors +- `sd3.5_medium.safetensors` - https://huggingface.co/stabilityai/stable-diffusion-3.5-medium +- `sd_xl_base_1.0.safetensors` - https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0 +- `sd_xl_refiner_1.0.safetensors` - https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0 +- `clip_g.safetensors` - https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8/blob/main/text_encoders/clip_g.safetensors +- `clip_l.safetensors` - https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8/blob/main/text_encoders/clip_l.safetensors +- `t5xxl_fp16.safetensors` - https://huggingface.co/comfyanonymous/flux_text_encoders/blob/main/t5xxl_fp16.safetensors +- `t5xxl_fp8_e4m3fn.safetensors` - https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8/blob/main/text_encoders/t5xxl_fp8_e4m3fn_scaled.safetensors +- `openpose-sd1.5-1.1.safetensors` - https://huggingface.co/lllyasviel/control_v11p_sd15_openpose/resolve/main/diffusion_pytorch_model.fp16.safetensors +- `hunyuan_video_t2v_720p_bf16.safetensors` - https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/tree/main/split_files/diffusion_models +- `jump_V2.safetensors` - https://civitai.com/models/193225?modelVersionId=235847 +- `llava_llama3_fp8_scaled.safetensors` - https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/tree/main/split_files/text_encoders +- `hunyuan_video_vae_bf16.safetensors` - https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/tree/main/split_files/vae +- `vae-ft-mse-840000-ema-pruned.ckpt` - https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.ckpt They should be in the correct comfyui directory structure, like so: @@ -405,8 +421,6 @@ They should be in the correct comfyui directory structure, like so: │ ├── clip_l.safetensors │ ├── t5xxl_fp16.safetensors │ └── t5xxl_fp8_e4m3fn.safetensors -├── clip_vision -│ ├── open_clip_pytorch_model.safetensors ├── controlnet │ ├── openpose-sd1.5-1.1.safetensors ├── diffusion_models @@ -419,7 +433,6 @@ They should be in the correct comfyui directory structure, like so: ├── vae │ ├── hunyuan_video_vae_bf16.safetensors │ └── vae-ft-mse-840000-ema-pruned.ckpt -└── vae_approx ``` ### Running Tests From f635e8c0ab22f6d09471d7754b432df579c37e43 Mon Sep 17 00:00:00 2001 From: Shawn Date: Thu, 9 Jan 2025 14:43:07 -0500 Subject: [PATCH 33/52] cogvideo works --- test/cogvideox.spec.ts | 88 +++++++++++++++ test/docker-image/Dockerfile | 1 + test/workflows/cogvideox-txt2video.json | 137 ++++++++++++++++++++++++ 3 files changed, 226 insertions(+) create mode 100644 test/cogvideox.spec.ts create mode 100644 test/workflows/cogvideox-txt2video.json diff --git a/test/cogvideox.spec.ts b/test/cogvideox.spec.ts new file mode 100644 index 0000000..5b27d15 --- /dev/null +++ b/test/cogvideox.spec.ts @@ -0,0 +1,88 @@ +import { expect } from "earl"; +import path from "path"; +import fs from "fs"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import txt2Video from "./workflows/cogvideox-txt2video.json"; + +// const inputImage = fs +// .readFileSync(path.join(__dirname, "input-images", "beach-tree.png")) +// .toString("base64"); +// img2Video["78"].inputs.image = inputImage; + +const text2VideoOptions = { + webpFrames: txt2Video["35"].inputs.num_frames - 1, + width: txt2Video["37"].inputs.width, + height: txt2Video["37"].inputs.height, +}; +// const img2VideoOptions = { +// webpFrames: 9, +// width: img2Video["77"].inputs.width, +// height: img2Video["77"].inputs.height, +// }; + +describe.only("CogVideoX", () => { + before(async () => { + await waitForServerToStart(); + }); + describe("Return content in response", () => { + it("text2video works", async () => { + const respBody = await submitPrompt(txt2Video); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage( + respBody.filenames[0], + respBody.images[0], + text2VideoOptions + ); + }); + + // it("image2video works with base64 encoded images", async () => { + // const respBody = await submitPrompt(img2Video); + // expect(respBody.filenames.length).toEqual(1); + // expect(respBody.images.length).toEqual(1); + // await checkImage( + // respBody.filenames[0], + // respBody.images[0], + // img2VideoOptions + // ); + // }); + }); + + describe("Return content in webhook", () => { + it("text2video works", async () => { + let expected = 1; + const webhook = await createWebhookListener(async (body) => { + expected--; + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, text2VideoOptions); + }); + const { id: reqId } = await submitPrompt(txt2Video, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + + // it("image2video works with base64 encoded images", async () => { + // let expected = 1; + // const webhook = await createWebhookListener(async (body) => { + // expected--; + // const { id, filename, image } = body; + // expect(id).toEqual(reqId); + // await checkImage(filename, image, img2VideoOptions); + // }); + // const { id: reqId } = await submitPrompt(img2Video, true); + // while (expected > 0) { + // await sleep(100); + // } + // await webhook.close(); + // }); + }); +}); diff --git a/test/docker-image/Dockerfile b/test/docker-image/Dockerfile index 1a8fb1e..f3ee3eb 100644 --- a/test/docker-image/Dockerfile +++ b/test/docker-image/Dockerfile @@ -34,6 +34,7 @@ RUN comfy node registry-install comfyui-videohelpersuite RUN comfy node registry-install comfyui-animatediff-evolved RUN comfy node registry-install efficiency-nodes-comfyui RUN comfy node registry-install comfyui-advanced-controlnet +RUN comfy node registry-install comfyui-cogvideoxwrapper COPY poses ${INPUT_DIR}/poses ENV STARTUP_CHECK_MAX_TRIES=100 \ No newline at end of file diff --git a/test/workflows/cogvideox-txt2video.json b/test/workflows/cogvideox-txt2video.json new file mode 100644 index 0000000..347afc0 --- /dev/null +++ b/test/workflows/cogvideox-txt2video.json @@ -0,0 +1,137 @@ +{ + "11": { + "inputs": { + "enable_vae_tiling": true, + "tile_sample_min_height": 240, + "tile_sample_min_width": 360, + "tile_overlap_factor_height": 0.2, + "tile_overlap_factor_width": 0.2, + "auto_tile_size": true, + "vae": [ + "36", + 1 + ], + "samples": [ + "35", + 0 + ] + }, + "class_type": "CogVideoDecode", + "_meta": { + "title": "CogVideo Decode" + } + }, + "20": { + "inputs": { + "clip_name": "t5xxl_fp8_e4m3fn.safetensors", + "type": "sd3" + }, + "class_type": "CLIPLoader", + "_meta": { + "title": "Load CLIP" + } + }, + "30": { + "inputs": { + "prompt": "A golden retriever, sporting sleek black sunglasses, with its lengthy fur flowing in the breeze, sprints playfully across a rooftop terrace, recently refreshed by a light rain. The scene unfolds from a distance, the dog's energetic bounds growing larger as it approaches the camera, its tail wagging with unrestrained joy, while droplets of water glisten on the concrete behind it. The overcast sky provides a dramatic backdrop, emphasizing the vibrant golden coat of the canine as it dashes towards the viewer.\n\n", + "strength": 1, + "force_offload": false, + "clip": [ + "20", + 0 + ] + }, + "class_type": "CogVideoTextEncode", + "_meta": { + "title": "CogVideo TextEncode" + } + }, + "31": { + "inputs": { + "prompt": "", + "strength": 1, + "force_offload": true, + "clip": [ + "30", + 1 + ] + }, + "class_type": "CogVideoTextEncode", + "_meta": { + "title": "CogVideo TextEncode" + } + }, + "33": { + "inputs": { + "frame_rate": 8, + "loop_count": 0, + "filename_prefix": "CogVideoX5B-T2V", + "format": "image/webp", + "pingpong": false, + "save_output": true, + "images": [ + "11", + 0 + ] + }, + "class_type": "VHS_VideoCombine", + "_meta": { + "title": "Video Combine 🎥🅥🅗🅢" + } + }, + "35": { + "inputs": { + "num_frames": 6, + "steps": 50, + "cfg": 6, + "seed": 0, + "scheduler": "CogVideoXDDIM", + "denoise_strength": 1, + "model": [ + "36", + 0 + ], + "positive": [ + "30", + 0 + ], + "negative": [ + "31", + 0 + ], + "samples": [ + "37", + 0 + ] + }, + "class_type": "CogVideoSampler", + "_meta": { + "title": "CogVideo Sampler" + } + }, + "36": { + "inputs": { + "model": "THUDM/CogVideoX-2b", + "precision": "bf16", + "quantization": "fp8_e4m3fn", + "enable_sequential_cpu_offload": true, + "attention_mode": "sdpa", + "load_device": "main_device" + }, + "class_type": "DownloadAndLoadCogVideoModel", + "_meta": { + "title": "(Down)load CogVideo Model" + } + }, + "37": { + "inputs": { + "width": 720, + "height": 480, + "batch_size": 1 + }, + "class_type": "EmptyLatentImage", + "_meta": { + "title": "Empty Latent Image" + } + } +} \ No newline at end of file From fd90d5f4056c89ef3e8572a62370b2e299c7f1a3 Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 11:08:46 -0500 Subject: [PATCH 34/52] cogvideox 2b works --- test/cogvideox.spec.ts | 38 +------------------------------------- 1 file changed, 1 insertion(+), 37 deletions(-) diff --git a/test/cogvideox.spec.ts b/test/cogvideox.spec.ts index 5b27d15..4dd389c 100644 --- a/test/cogvideox.spec.ts +++ b/test/cogvideox.spec.ts @@ -10,23 +10,13 @@ import { } from "./test-utils"; import txt2Video from "./workflows/cogvideox-txt2video.json"; -// const inputImage = fs -// .readFileSync(path.join(__dirname, "input-images", "beach-tree.png")) -// .toString("base64"); -// img2Video["78"].inputs.image = inputImage; - const text2VideoOptions = { webpFrames: txt2Video["35"].inputs.num_frames - 1, width: txt2Video["37"].inputs.width, height: txt2Video["37"].inputs.height, }; -// const img2VideoOptions = { -// webpFrames: 9, -// width: img2Video["77"].inputs.width, -// height: img2Video["77"].inputs.height, -// }; -describe.only("CogVideoX", () => { +describe("CogVideoX", () => { before(async () => { await waitForServerToStart(); }); @@ -41,17 +31,6 @@ describe.only("CogVideoX", () => { text2VideoOptions ); }); - - // it("image2video works with base64 encoded images", async () => { - // const respBody = await submitPrompt(img2Video); - // expect(respBody.filenames.length).toEqual(1); - // expect(respBody.images.length).toEqual(1); - // await checkImage( - // respBody.filenames[0], - // respBody.images[0], - // img2VideoOptions - // ); - // }); }); describe("Return content in webhook", () => { @@ -69,20 +48,5 @@ describe.only("CogVideoX", () => { } await webhook.close(); }); - - // it("image2video works with base64 encoded images", async () => { - // let expected = 1; - // const webhook = await createWebhookListener(async (body) => { - // expected--; - // const { id, filename, image } = body; - // expect(id).toEqual(reqId); - // await checkImage(filename, image, img2VideoOptions); - // }); - // const { id: reqId } = await submitPrompt(img2Video, true); - // while (expected > 0) { - // await sleep(100); - // } - // await webhook.close(); - // }); }); }); From 225b576c6ad7862d79ec3b88d0df8a74f4a8656b Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 11:09:39 -0500 Subject: [PATCH 35/52] configurable restart policy --- package.json | 2 +- src/config.ts | 3 +++ src/server.ts | 43 ++++++++++++++++++++++++++++++------------- src/utils.ts | 2 +- 4 files changed, 35 insertions(+), 15 deletions(-) diff --git a/package.json b/package.json index fb8f3c1..ebe39e1 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "comfyui-api", - "version": "1.7.0", + "version": "1.7.1", "description": "Wraps comfyui to make it easier to use as a stateless web service", "main": "dist/src/index.js", "scripts": { diff --git a/src/config.ts b/src/config.ts index ce99bd0..bff4904 100644 --- a/src/config.ts +++ b/src/config.ts @@ -22,6 +22,7 @@ const { MARKDOWN_SCHEMA_DESCRIPTIONS = "true", BASE = "ai-dock", MAX_BODY_SIZE_MB = "100", + ALWAYS_RESTART_COMFYUI = "true", } = process.env; fs.mkdirSync(WORKFLOW_DIR, { recursive: true }); @@ -34,6 +35,7 @@ const port = parseInt(PORT, 10); const startupCheckInterval = parseInt(STARTUP_CHECK_INTERVAL_S, 10) * 1000; const startupCheckMaxTries = parseInt(STARTUP_CHECK_MAX_TRIES, 10); const maxBodySize = parseInt(MAX_BODY_SIZE_MB, 10) * 1024 * 1024; +const alwaysRestartComfyUI = ALWAYS_RESTART_COMFYUI === "true"; // type for {string: string} @@ -131,6 +133,7 @@ const config = { comfyHost: DIRECT_ADDRESS, comfyPort: COMFYUI_PORT_HOST, comfyURL, + alwaysRestartComfyUI, wsClientId, comfyWSURL, startupCheckInterval, diff --git a/src/server.ts b/src/server.ts index e355e47..32c4e9f 100644 --- a/src/server.ts +++ b/src/server.ts @@ -55,6 +55,9 @@ for (const modelType in config.models) { modelResponse[modelType] = config.models[modelType].all; } +let warm = false; +let wasEverWarm = false; + server.register(fastifySwagger, { openapi: { openapi: "3.0.0", @@ -107,7 +110,7 @@ server.after(() => { }, async (request, reply) => { // 200 if ready, 500 if not - if (warm) { + if (wasEverWarm) { return reply.code(200).send({ version, status: "healthy" }); } return reply.code(500).send({ version, status: "not healthy" }); @@ -448,29 +451,43 @@ server.after(() => { walk(workflows); }); -let warm = false; - process.on("SIGINT", async () => { server.log.info("Received SIGINT, interrupting process"); shutdownComfyUI(); process.exit(0); }); -export async function start() { - try { - const start = Date.now(); - // Start the command - launchComfyUI(); - await waitForComfyUIToStart(server.log); - +async function launchComfyUIAndAPIServerAndWaitForWarmup() { + warm = false; + launchComfyUI().catch((err: any) => { + server.log.error(err.message); + if (config.alwaysRestartComfyUI) { + server.log.info("Restarting ComfyUI"); + launchComfyUIAndAPIServerAndWaitForWarmup(); + } else { + server.log.info("Exiting"); + process.exit(1); + } + }); + await waitForComfyUIToStart(server.log); + if (!wasEverWarm) { await server.ready(); server.swagger(); - // Start the server await server.listen({ port: config.wrapperPort, host: config.wrapperHost }); server.log.info(`ComfyUI API ${version} started.`); - await warmupComfyUI(); - warm = true; + } + await warmupComfyUI(); + wasEverWarm = true; + warm = true; +} + +export async function start() { + try { + const start = Date.now(); + // Start ComfyUI + await launchComfyUIAndAPIServerAndWaitForWarmup(); + const warmupTime = Date.now() - start; server.log.info(`Warmup took ${warmupTime / 1000}s`); } catch (err: any) { diff --git a/src/utils.ts b/src/utils.ts index 0ef2f8c..e80bf32 100644 --- a/src/utils.ts +++ b/src/utils.ts @@ -20,7 +20,7 @@ export function launchComfyUI() { const cmdAndArgs = config.comfyLaunchCmd.split(" "); const cmd = cmdAndArgs[0]; const args = cmdAndArgs.slice(1); - commandExecutor.execute(cmd, args, { + return commandExecutor.execute(cmd, args, { DIRECT_ADDRESS: config.comfyHost, COMFYUI_PORT_HOST: config.comfyPort, WEB_ENABLE_AUTH: "false", From 60baaeba418a377721470201ec3279bb4f2ee58d Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 11:13:00 -0500 Subject: [PATCH 36/52] document config change --- README.md | 1 + src/config.ts | 4 ++-- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index edd4b68..18ba8e1 100644 --- a/README.md +++ b/README.md @@ -91,6 +91,7 @@ The default values mostly assume this will run on top of an [ai-dock](https://gi | WARMUP_PROMPT_FILE | (not set) | Path to warmup prompt file (optional) | | WORKFLOW_DIR | "/workflows" | Directory for workflow files | | BASE | "ai-dock" | There are different ways to load the comfyui environment for determining config values that vary with the base image. Currently only "ai-dock" has preset values. Set to empty string to not use this. | +| ALWAYS_RESTART_COMFYUI | "false" | If set to "true", the ComfyUI process will be automatically restarted if it exits. Otherwise, the API server will exit when ComfyUI exits. | ### Configuration Details diff --git a/src/config.ts b/src/config.ts index bff4904..133ecde 100644 --- a/src/config.ts +++ b/src/config.ts @@ -22,7 +22,7 @@ const { MARKDOWN_SCHEMA_DESCRIPTIONS = "true", BASE = "ai-dock", MAX_BODY_SIZE_MB = "100", - ALWAYS_RESTART_COMFYUI = "true", + ALWAYS_RESTART_COMFYUI = "false", } = process.env; fs.mkdirSync(WORKFLOW_DIR, { recursive: true }); @@ -35,7 +35,7 @@ const port = parseInt(PORT, 10); const startupCheckInterval = parseInt(STARTUP_CHECK_INTERVAL_S, 10) * 1000; const startupCheckMaxTries = parseInt(STARTUP_CHECK_MAX_TRIES, 10); const maxBodySize = parseInt(MAX_BODY_SIZE_MB, 10) * 1024 * 1024; -const alwaysRestartComfyUI = ALWAYS_RESTART_COMFYUI === "true"; +const alwaysRestartComfyUI = ALWAYS_RESTART_COMFYUI.toLowerCase() === "true"; // type for {string: string} From 45366db46a4be2b7039bcadfce31055e175f74a0 Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 11:20:37 -0500 Subject: [PATCH 37/52] no longer treat image conversion as a fatal error, just send the unconverted output --- README.md | 4 ++-- src/server.ts | 32 ++++++++++++++++++-------------- 2 files changed, 20 insertions(+), 16 deletions(-) diff --git a/README.md b/README.md index 18ba8e1..b3dac1d 100644 --- a/README.md +++ b/README.md @@ -60,8 +60,8 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the The server has two probes, `/health` and `/ready`. -- The `/health` probe will return a 200 status code once the warmup workflow has complete. -- The `/ready` probe will also return a 200 status code once the warmup workflow has completed, and the server is ready to accept requests. +- The `/health` probe will return a 200 status code once the warmup workflow has completed. It will stay healthy as long as the server is running, even if ComfyUI crashes. +- The `/ready` probe will also return a 200 status code once the warmup workflow has completed. It will return a 503 status code if ComfyUI is not running, such as in the case it has crashed, but is being automatically restarted. Here's a markdown guide to configuring the application based on the provided config.ts file: diff --git a/src/server.ts b/src/server.ts index 32c4e9f..13fbe68 100644 --- a/src/server.ts +++ b/src/server.ts @@ -128,7 +128,7 @@ server.after(() => { version: z.literal(version), status: z.literal("ready"), }), - 500: z.object({ + 503: z.object({ version: z.literal(version), status: z.literal("not ready"), }), @@ -139,7 +139,7 @@ server.after(() => { if (warm) { return reply.code(200).send({ version, status: "ready" }); } - return reply.code(500).send({ version, status: "not ready" }); + return reply.code(503).send({ version, status: "not ready" }); } ); @@ -282,18 +282,22 @@ server.after(() => { let filename = originalFilename; let fileBuffer = outputs[filename]; if (convert_output) { - fileBuffer = await convertImageBuffer( - fileBuffer, - convert_output - ); - - /** - * If the user has provided an output format, we need to update the filename - */ - filename = originalFilename.replace( - /\.[^/.]+$/, - `.${convert_output.format}` - ); + try { + fileBuffer = await convertImageBuffer( + fileBuffer, + convert_output + ); + + /** + * If the user has provided an output format, we need to update the filename + */ + filename = originalFilename.replace( + /\.[^/.]+$/, + `.${convert_output.format}` + ); + } catch (e: any) { + app.log.warn(`Failed to convert image: ${e.message}`); + } } const base64File = fileBuffer.toString("base64"); app.log.info(`Sending image ${filename} to webhook: ${webhook}`); From a4df175cc64d60b9bdb5f94e394430552fc5209b Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 11:55:58 -0500 Subject: [PATCH 38/52] fix --- package-lock.json | 4 ++-- src/server.ts | 20 ++++++++++++-------- 2 files changed, 14 insertions(+), 10 deletions(-) diff --git a/package-lock.json b/package-lock.json index 6f81d3d..894fe5e 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "comfyui-api", - "version": "1.7.0", + "version": "1.7.1", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "comfyui-api", - "version": "1.7.0", + "version": "1.7.1", "hasInstallScript": true, "license": "MIT", "dependencies": { diff --git a/src/server.ts b/src/server.ts index 13fbe68..010422e 100644 --- a/src/server.ts +++ b/src/server.ts @@ -353,14 +353,18 @@ server.after(() => { let filename = originalFilename; if (convert_output) { - fileBuffer = await convertImageBuffer(fileBuffer, convert_output); - /** - * If the user has provided an output format, we need to update the filename - */ - filename = originalFilename.replace( - /\.[^/.]+$/, - `.${convert_output.format}` - ); + try { + fileBuffer = await convertImageBuffer(fileBuffer, convert_output); + /** + * If the user has provided an output format, we need to update the filename + */ + filename = originalFilename.replace( + /\.[^/.]+$/, + `.${convert_output.format}` + ); + } catch (e: any) { + app.log.warn(`Failed to convert image: ${e.message}`); + } } const base64File = fileBuffer.toString("base64"); From ebe68406ab1447ddc37267bc4f5ba92c85082762 Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 11:59:50 -0500 Subject: [PATCH 39/52] mochi support --- README.md | 2 +- test/mochi.spec.ts | 52 +++++++++++++++++ test/workflows/mochi.json | 116 ++++++++++++++++++++++++++++++++++++++ 3 files changed, 169 insertions(+), 1 deletion(-) create mode 100644 test/mochi.spec.ts create mode 100644 test/workflows/mochi.json diff --git a/README.md b/README.md index b3dac1d..6bfb3fb 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. -- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video. My assumption is more model types are supported, but these are the ones I have verified. +- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video, CogVideoX, Mochi. My assumption is more model types are supported, but these are the ones I have verified. - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. diff --git a/test/mochi.spec.ts b/test/mochi.spec.ts new file mode 100644 index 0000000..c220c8f --- /dev/null +++ b/test/mochi.spec.ts @@ -0,0 +1,52 @@ +import { expect } from "earl"; +import path from "path"; +import fs from "fs"; +import { + sleep, + createWebhookListener, + submitPrompt, + checkImage, + waitForServerToStart, +} from "./test-utils"; +import txt2Video from "./workflows/mochi.json"; + +const text2VideoOptions = { + webpFrames: txt2Video["21"].inputs.length, + width: txt2Video["21"].inputs.width, + height: txt2Video["21"].inputs.height, +}; + +describe.only("Mochi Video", () => { + before(async () => { + await waitForServerToStart(); + }); + describe("Return content in response", () => { + it("text2video works", async () => { + const respBody = await submitPrompt(txt2Video); + expect(respBody.filenames.length).toEqual(1); + expect(respBody.images.length).toEqual(1); + await checkImage( + respBody.filenames[0], + respBody.images[0], + text2VideoOptions + ); + }); + }); + + describe("Return content in webhook", () => { + it("text2video works", async () => { + let expected = 1; + const webhook = await createWebhookListener(async (body) => { + expected--; + const { id, filename, image } = body; + expect(id).toEqual(reqId); + await checkImage(filename, image, text2VideoOptions); + }); + const { id: reqId } = await submitPrompt(txt2Video, true); + while (expected > 0) { + await sleep(100); + } + await webhook.close(); + }); + }); +}); diff --git a/test/workflows/mochi.json b/test/workflows/mochi.json new file mode 100644 index 0000000..0138726 --- /dev/null +++ b/test/workflows/mochi.json @@ -0,0 +1,116 @@ +{ + "3": { + "inputs": { + "seed": 531883064500892, + "steps": 30, + "cfg": 4.5, + "sampler_name": "euler", + "scheduler": "simple", + "denoise": 1, + "model": [ + "40", + 0 + ], + "positive": [ + "6", + 0 + ], + "negative": [ + "7", + 0 + ], + "latent_image": [ + "21", + 0 + ] + }, + "class_type": "KSampler", + "_meta": { + "title": "KSampler" + } + }, + "6": { + "inputs": { + "text": "A husky puppy playing in fresh snow. he is so happy", + "clip": [ + "40", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "7": { + "inputs": { + "text": "", + "clip": [ + "40", + 1 + ] + }, + "class_type": "CLIPTextEncode", + "_meta": { + "title": "CLIP Text Encode (Prompt)" + } + }, + "21": { + "inputs": { + "width": 848, + "height": 480, + "length": 13, + "batch_size": 1 + }, + "class_type": "EmptyMochiLatentVideo", + "_meta": { + "title": "EmptyMochiLatentVideo" + } + }, + "28": { + "inputs": { + "filename_prefix": "ComfyUI", + "fps": 24, + "lossless": false, + "quality": 90, + "method": "default", + "images": [ + "42", + 0 + ] + }, + "class_type": "SaveAnimatedWEBP", + "_meta": { + "title": "SaveAnimatedWEBP" + } + }, + "40": { + "inputs": { + "ckpt_name": "mochi_preview_fp8_scaled.safetensors" + }, + "class_type": "CheckpointLoaderSimple", + "_meta": { + "title": "Load Checkpoint" + } + }, + "42": { + "inputs": { + "tile_size": 256, + "overlap": 64, + "temporal_size": 8, + "temporal_overlap": 4, + "samples": [ + "3", + 0 + ], + "vae": [ + "40", + 2 + ] + }, + "class_type": "VAEDecodeTiled", + "_meta": { + "title": "VAE Decode (Tiled)" + } + } +} \ No newline at end of file From cf316c6a188380bbc7d2800038d0cb175231fcfb Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 12:00:09 -0500 Subject: [PATCH 40/52] remove .only --- test/mochi.spec.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/mochi.spec.ts b/test/mochi.spec.ts index c220c8f..c7ed190 100644 --- a/test/mochi.spec.ts +++ b/test/mochi.spec.ts @@ -16,7 +16,7 @@ const text2VideoOptions = { height: txt2Video["21"].inputs.height, }; -describe.only("Mochi Video", () => { +describe("Mochi Video", () => { before(async () => { await waitForServerToStart(); }); From a56865586b4799ebfb4acb56ee4da07800b0b5f7 Mon Sep 17 00:00:00 2001 From: Shawn Date: Fri, 10 Jan 2025 14:28:25 -0500 Subject: [PATCH 41/52] build scripts for docker images for ghcr --- docker-compose.yml | 2 +- docker/api.dockerfile | 16 ++++++++++++++++ docker/build-api-images | 23 +++++++++++++++++++++++ docker/build-comfy-base-images | 16 ++++++++++++++++ docker/comfyui.dockerfile | 30 ++++++++++++++++++++++++++++++ docker/push-all | 17 +++++++++++++++++ test/docker-image/Dockerfile | 26 +------------------------- 7 files changed, 104 insertions(+), 26 deletions(-) create mode 100644 docker/api.dockerfile create mode 100755 docker/build-api-images create mode 100755 docker/build-comfy-base-images create mode 100644 docker/comfyui.dockerfile create mode 100755 docker/push-all diff --git a/docker-compose.yml b/docker-compose.yml index 213ebfd..7117a23 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -1,6 +1,6 @@ services: comfyui: - image: saladtechnologies/comfyui:comfy0.3.10-test-image + image: ghcr.io/saladtechnologies/comfyui-api:comfy0.3.10-test-image volumes: - ./bin:/app/bin - ./test/docker-image/models:/opt/ComfyUI/models diff --git a/docker/api.dockerfile b/docker/api.dockerfile new file mode 100644 index 0000000..ef7d551 --- /dev/null +++ b/docker/api.dockerfile @@ -0,0 +1,16 @@ +ARG base=runtime +ARG comfy_version=0.3.10 +ARG pytorch_version=2.5.0 +ARG cuda_version=12.1 +FROM ghcr.io/saladtechnologies/comfyui-api:comfy${comfy_version}-torch${pytorch_version}-cuda${cuda_version}-${base} + +ENV CMD="comfy --workspace ${COMFY_HOME} launch -- --listen *" +ENV BASE="" +ENV WORKFLOW_DIR=/workflows +ENV STARTUP_CHECK_MAX_TRIES=30 + +ARG api_version=1.7.0 +ADD https://github.com/SaladTechnologies/comfyui-api/releases/download/${api_version}/comfyui-api . +RUN chmod +x comfyui-api + +CMD ["./comfyui-api"] \ No newline at end of file diff --git a/docker/build-api-images b/docker/build-api-images new file mode 100755 index 0000000..6135c4c --- /dev/null +++ b/docker/build-api-images @@ -0,0 +1,23 @@ +#! /usr/bin/bash + +usage="Usage: $0 [comfy_version] [torch_version] [cuda_version] [api_version]" + +comfy_version=${1:-0.3.10} +torch_version=${2:-2.5.0} +cuda_version=${3:-12.1} + +current_api_version=$(cat ../package.json | jq -r '.version') +api_version=${4:-$current_api_version} + +bases=("runtime" "devel") + +for base in "${bases[@]}"; do + docker build -t ghcr.io/saladtechnologies/comfyui-api:comfy$comfy_version-api$api_version-torch$torch_version-cuda$cuda_version-$base \ + -f api.dockerfile \ + --build-arg comfy_version=$comfy_version \ + --build-arg base=$base \ + --build-arg pytorch_version=$torch_version \ + --build-arg cuda_version=$cuda_version \ + --build-arg api_version=$api_version \ + . +done \ No newline at end of file diff --git a/docker/build-comfy-base-images b/docker/build-comfy-base-images new file mode 100755 index 0000000..8a9715d --- /dev/null +++ b/docker/build-comfy-base-images @@ -0,0 +1,16 @@ +#! /usr/bin/bash + +comfy_version=${1:-0.3.10} +torch_version=${2:-2.5.0} +cuda_version=${3:-12.1} +bases=("runtime" "devel") + +for base in "${bases[@]}"; do + docker build -t ghcr.io/saladtechnologies/comfyui-api:comfy$comfy_version-torch$torch_version-cuda$cuda_version-$base \ + -f comfyui.dockerfile \ + --build-arg comfy_version=$comfy_version \ + --build-arg base=$base \ + --build-arg pytorch_version=$torch_version \ + --build-arg cuda_version=$cuda_version \ + . +done diff --git a/docker/comfyui.dockerfile b/docker/comfyui.dockerfile new file mode 100644 index 0000000..621930b --- /dev/null +++ b/docker/comfyui.dockerfile @@ -0,0 +1,30 @@ +ARG base=runtime +ARG pytorch_version=2.5.0 +ARG cuda_version=12.1 +FROM pytorch/pytorch:${pytorch_version}-cuda${cuda_version}-cudnn9-${base} +ENV DEBIAN_FRONTEND=noninteractive + +RUN apt-get update && apt-get install -y \ + curl \ + git \ + unzip \ + wget \ + && rm -rf /var/lib/apt/lists/* + +# Install comfy-cli, which makes it easy to install custom nodes and other comfy specific functionality. +RUN pip install --upgrade pip +RUN pip install comfy-cli +WORKDIR /opt +ARG comfy_version=0.3.10 +RUN git clone --depth 1 --branch v${comfy_version} https://github.com/comfyanonymous/ComfyUI.git +WORKDIR /opt/ComfyUI +RUN pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121 +RUN pip install -r requirements.txt +ENV COMFY_HOME=/opt/ComfyUI +RUN comfy --skip-prompt tracking disable +RUN comfy --skip-prompt set-default ${COMFY_HOME} +ENV MODEL_DIR=${COMFY_HOME}/models +ENV OUTPUT_DIR=${COMFY_HOME}/output +ENV INPUT_DIR=${COMFY_HOME}/input + +CMD ["comfy", "--workspace", "${COMFY_HOME}", "launch", "--", "--listen", "*"] \ No newline at end of file diff --git a/docker/push-all b/docker/push-all new file mode 100755 index 0000000..0576ee6 --- /dev/null +++ b/docker/push-all @@ -0,0 +1,17 @@ +#! /usr/bin/bash + +usage="Usage: $0 [comfy_version] [torch_version] [cuda_version] [api_version]" + +comfy_version=${1:-0.3.10} +torch_version=${2:-2.5.0} +cuda_version=${3:-12.1} + +current_api_version=$(cat package.json | jq -r '.version') +api_version=${4:-$current_api_version} + +bases=("runtime" "devel") + +for base in "${bases[@]}"; do + docker push ghcr.io/saladtechnologies/comfyui-api:comfy$comfy_version-torch$torch_version-cuda$cuda_version-$base + docker push ghcr.io/saladtechnologies/comfyui-api:comfy$comfy_version-api$api_version-torch$torch_version-cuda$cuda_version-$base +done \ No newline at end of file diff --git a/test/docker-image/Dockerfile b/test/docker-image/Dockerfile index f3ee3eb..57a303c 100644 --- a/test/docker-image/Dockerfile +++ b/test/docker-image/Dockerfile @@ -1,35 +1,11 @@ -FROM pytorch/pytorch:2.5.0-cuda12.1-cudnn9-devel -ENV DEBIAN_FRONTEND=noninteractive +FROM ghcr.io/saladtechnologies/comfyui-api:comfy0.3.10-torch2.5.0-cuda12.1-devel RUN apt-get update && apt-get install -y \ - curl \ - git \ - unzip \ - wget \ libgl1 \ libgl1-mesa-glx \ libglib2.0-0 \ && rm -rf /var/lib/apt/lists/* -# Install comfy-cli, which makes it easy to install custom nodes and other comfy specific functionality. -RUN pip install --upgrade pip -RUN pip install comfy-cli -WORKDIR /opt -ARG comfy_version=0.3.10 -RUN git clone --depth 1 --branch v${comfy_version} https://github.com/comfyanonymous/ComfyUI.git -WORKDIR /opt/ComfyUI -RUN pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121 -RUN pip install -r requirements.txt -ENV COMFY_HOME=/opt/ComfyUI -RUN comfy --skip-prompt tracking disable -RUN comfy --skip-prompt set-default ${COMFY_HOME} -ENV CMD="comfy --workspace ${COMFY_HOME} launch -- --listen *" -ENV BASE="" -ENV MODEL_DIR=${COMFY_HOME}/models -ENV OUTPUT_DIR=${COMFY_HOME}/output -ENV INPUT_DIR=${COMFY_HOME}/input -ENV WORKFLOW_DIR=/workflows - RUN comfy node registry-install comfyui-videohelpersuite RUN comfy node registry-install comfyui-animatediff-evolved RUN comfy node registry-install efficiency-nodes-comfyui From 344a62f8a31e25f99129ee364c853325c790cb18 Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 09:54:18 -0500 Subject: [PATCH 42/52] move more env into base --- docker/api.dockerfile | 2 -- docker/comfyui.dockerfile | 2 ++ 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docker/api.dockerfile b/docker/api.dockerfile index ef7d551..27a5fa6 100644 --- a/docker/api.dockerfile +++ b/docker/api.dockerfile @@ -4,8 +4,6 @@ ARG pytorch_version=2.5.0 ARG cuda_version=12.1 FROM ghcr.io/saladtechnologies/comfyui-api:comfy${comfy_version}-torch${pytorch_version}-cuda${cuda_version}-${base} -ENV CMD="comfy --workspace ${COMFY_HOME} launch -- --listen *" -ENV BASE="" ENV WORKFLOW_DIR=/workflows ENV STARTUP_CHECK_MAX_TRIES=30 diff --git a/docker/comfyui.dockerfile b/docker/comfyui.dockerfile index 621930b..b6944f4 100644 --- a/docker/comfyui.dockerfile +++ b/docker/comfyui.dockerfile @@ -26,5 +26,7 @@ RUN comfy --skip-prompt set-default ${COMFY_HOME} ENV MODEL_DIR=${COMFY_HOME}/models ENV OUTPUT_DIR=${COMFY_HOME}/output ENV INPUT_DIR=${COMFY_HOME}/input +ENV CMD="comfy --workspace ${COMFY_HOME} launch -- --listen *" +ENV BASE="" CMD ["comfy", "--workspace", "${COMFY_HOME}", "launch", "--", "--listen", "*"] \ No newline at end of file From 38990cbd658997a01efd965209d17104d2f21b5e Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 10:04:31 -0500 Subject: [PATCH 43/52] specify mochi video in readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6bfb3fb..31da384 100644 --- a/README.md +++ b/README.md @@ -41,7 +41,7 @@ The server hosts swagger docs at `/docs`, which can be used to interact with the ## Features - **Full Power Of ComfyUI**: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. -- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video, CogVideoX, Mochi. My assumption is more model types are supported, but these are the ones I have verified. +- **Verified Model/Workflow Support**: Stable Diffusion 1.5, Stable Diffusion XL, Stable Diffusion 3.5, Flux, AnimateDiff, LTX Video, Hunyuan Video, CogVideoX, Mochi Video. My assumption is more model types are supported, but these are the ones I have verified. - **Stateless API**: The server is stateless, and can be scaled horizontally to handle more requests. - **Swagger Docs**: The server hosts swagger docs at `/docs`, which can be used to interact with the API. - **"Synchronous" Support**: The server will return base64-encoded images directly in the response, if no webhook is provided. From ace7fa48b7288b4b8854f6b7a24bc5e96556009d Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 10:09:01 -0500 Subject: [PATCH 44/52] document cogvideox and mochi model sources --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 31da384..5da8fd4 100644 --- a/README.md +++ b/README.md @@ -403,6 +403,8 @@ Automated tests for this project require model files to be present in the `./tes - `llava_llama3_fp8_scaled.safetensors` - https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/tree/main/split_files/text_encoders - `hunyuan_video_vae_bf16.safetensors` - https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/tree/main/split_files/vae - `vae-ft-mse-840000-ema-pruned.ckpt` - https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.ckpt +- `THUDM/CogVideoX-2b` - https://huggingface.co/THUDM/CogVideoX-2b +- `mochi_preview_fp8_scaled.safetensors` - https://huggingface.co/Comfy-Org/mochi_preview_repackaged/blob/main/all_in_one/mochi_preview_fp8_scaled.safetensors They should be in the correct comfyui directory structure, like so: @@ -414,6 +416,7 @@ They should be in the correct comfyui directory structure, like so: │ ├── dreamshaper_8.safetensors │ ├── flux1-schnell-fp8.safetensors │ ├── ltx-video-2b-v0.9.1.safetensors +| ├── mochi_preview_fp8_scaled.safetensors │ ├── sd3.5_medium.safetensors │ ├── sd_xl_base_1.0.safetensors │ └── sd_xl_refiner_1.0.safetensors @@ -422,6 +425,8 @@ They should be in the correct comfyui directory structure, like so: │ ├── clip_l.safetensors │ ├── t5xxl_fp16.safetensors │ └── t5xxl_fp8_e4m3fn.safetensors +├── CogVideo +│ └── CogVideo2B/ ├── controlnet │ ├── openpose-sd1.5-1.1.safetensors ├── diffusion_models From ed75c361ae0fa486456a34172d29d4e801d29a30 Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 10:11:53 -0500 Subject: [PATCH 45/52] version bump --- README.md | 2 +- docker/api.dockerfile | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 5da8fd4..2d55819 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ Download the latest version from the release page, and copy it into your existin ```dockerfile # Change this to the version you want to use -ARG api_version=1.7.0 +ARG api_version=1.7.1 # Download the comfyui-api binary, and make it executable ADD https://github.com/SaladTechnologies/comfyui-api/releases/download/${api_version}/comfyui-api . diff --git a/docker/api.dockerfile b/docker/api.dockerfile index 27a5fa6..5809a31 100644 --- a/docker/api.dockerfile +++ b/docker/api.dockerfile @@ -7,7 +7,7 @@ FROM ghcr.io/saladtechnologies/comfyui-api:comfy${comfy_version}-torch${pytorch_ ENV WORKFLOW_DIR=/workflows ENV STARTUP_CHECK_MAX_TRIES=30 -ARG api_version=1.7.0 +ARG api_version=1.7.1 ADD https://github.com/SaladTechnologies/comfyui-api/releases/download/${api_version}/comfyui-api . RUN chmod +x comfyui-api From 636f3910fb55fbcfa81564784baab4b785ea023b Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 10:21:31 -0500 Subject: [PATCH 46/52] comments --- src/config.ts | 7 +++++-- src/server.ts | 14 ++++++++++++++ 2 files changed, 19 insertions(+), 2 deletions(-) diff --git a/src/config.ts b/src/config.ts index 133ecde..c820f38 100644 --- a/src/config.ts +++ b/src/config.ts @@ -37,8 +37,6 @@ const startupCheckMaxTries = parseInt(STARTUP_CHECK_MAX_TRIES, 10); const maxBodySize = parseInt(MAX_BODY_SIZE_MB, 10) * 1024 * 1024; const alwaysRestartComfyUI = ALWAYS_RESTART_COMFYUI.toLowerCase() === "true"; -// type for {string: string} - const loadEnvCommand: Record = { "ai-dock": `source /opt/ai-dock/etc/environment.sh \ && source /opt/ai-dock/bin/venv-set.sh comfyui \ @@ -73,6 +71,11 @@ interface ComfyDescription { schedulers: string[]; } +/** + * This function uses python to import some of the ComfyUI code and get the + * description of the samplers and schedulers. + * @returns ComfyDescription + */ function getComfyUIDescription(): ComfyDescription { const temptComfyFilePath = path.join(comfyDir, "temp_comfy_description.json"); const pythonCode = ` diff --git a/src/server.ts b/src/server.ts index 010422e..18f2a08 100644 --- a/src/server.ts +++ b/src/server.ts @@ -160,6 +160,15 @@ server.after(() => { } ); + /** + * This route is the primary wrapper around the ComfyUI /prompt endpoint. + * It shares the same schema as the ComfyUI /prompt endpoint, but adds the + * ability to convert the output image to a different format, and to send + * the output image to a webhook, or return it in the response. + * + * If your application has it's own ID scheme, you can provide the ID in the + * request body. If you don't provide an ID, one will be generated for you. + */ app.post<{ Body: PromptRequest; }>( @@ -409,6 +418,11 @@ server.after(() => { summary = node.summary; } + /** + * Workflow endpoints expose a simpler API to users, and then perform the transformation + * to a ComfyUI prompt behind the scenes. These endpoints behind-the-scenes just call the /prompt + * endpoint with the appropriate parameters. + */ app.post<{ Body: BodyType; }>( From 1028f18deeb3347d8adacd2216beb6c1aa9cb586 Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 10:40:33 -0500 Subject: [PATCH 47/52] await workflow generation. allows for async prompt generations --- README.md | 5 ++++- src/server.ts | 2 +- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 88a5fa3..ece7140 100644 --- a/README.md +++ b/README.md @@ -157,10 +157,13 @@ const ComfyNodeSchema = z.object({ }); type ComfyNode = z.infer; +type ComfyPrompt = Record; interface Workflow { RequestSchema: z.ZodObject; - generateWorkflow: (input: any) => ComfyPrompt; + generateWorkflow: (input: any) => Promise | ComfyPrompt; + description?: string; + summary?: string; } // This defaults the checkpoint to whatever was used in the warmup workflow diff --git a/src/server.ts b/src/server.ts index 18f2a08..71073d0 100644 --- a/src/server.ts +++ b/src/server.ts @@ -440,7 +440,7 @@ server.after(() => { }, async (request, reply) => { const { id, input, webhook, convert_output } = request.body; - const prompt = node.generateWorkflow(input); + const prompt = await node.generateWorkflow(input); const resp = await fetch( `http://localhost:${config.wrapperPort}/prompt`, From 61e978f09ba3c282db49769e1fe0242ac15c8cce Mon Sep 17 00:00:00 2001 From: Shawn Date: Mon, 13 Jan 2025 10:50:04 -0500 Subject: [PATCH 48/52] label the event in the webhook --- src/server.ts | 1 + 1 file changed, 1 insertion(+) diff --git a/src/server.ts b/src/server.ts index 71073d0..8446053 100644 --- a/src/server.ts +++ b/src/server.ts @@ -316,6 +316,7 @@ server.after(() => { "Content-Type": "application/json", }, body: JSON.stringify({ + event: "output.complete", image: base64File, id, filename, From 7e517cb3f268ada2b313df7be0be3ba1c28971dc Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 14 Jan 2025 09:23:59 -0500 Subject: [PATCH 49/52] readme note about timeouts --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index ece7140..d630e71 100644 --- a/README.md +++ b/README.md @@ -13,6 +13,7 @@ A simple wrapper that facilitates using ComfyUI as a stateless API, either by re - [Generating New Workflow Endpoints](#generating-new-workflow-endpoints) - [Automating with Claude 3.5 Sonnet](#automating-with-claude-35-sonnet) - [Prebuilt Docker Images](#prebuilt-docker-images) + - [Considerations for Running on SaladCloud](#considerations-for-running-on-saladcloud) - [Contributing](#contributing) - [Testing](#testing) - [Required Models](#required-models) @@ -379,6 +380,11 @@ The tag pattern is `saladtechnologies/comfyui:comfy-api` is the version of the comfyui-api server - `` is the model used. There is a `base` tag for an image that contains ComfyUI and the comfyui-api server, but no models. There are also tags for specific models, like `sdxl-with-refiner` or `flux-schnell-fp8`. +## Considerations for Running on SaladCloud + +- **SaladCloud's Container Gateway has a 100s timeout.** It is possible to construct very long running workflows, such for video generation, with ComfyUI that would exceed this timeout. In this scenario, you will need to either use a webhook to receive the results, or integrate with SaladCloud's [Job Queues](https://docs.salad.com/products/sce/job-queues/job-queues#job-queues) to handle long-running workflows. +- **SaladCloud's maximum container image size is 35GB(compressed).** The base [comfyui-api image](https://hub.docker.com/r/saladtechnologies/comfyui/tags) is around 3.25GB(compressed), so any models and extensions must fit in the remaining space. + ## Contributing Contributions are welcome! Please open an issue or a pull request if you have any suggestions or improvements. From 5154db45e791a53b1721ef13f906a94fc3c2898b Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 14 Jan 2025 09:37:49 -0500 Subject: [PATCH 50/52] update workflows --- .github/workflows/create-release.yml | 2 ++ .github/workflows/pr-build.yml | 14 ++++++++++++-- 2 files changed, 14 insertions(+), 2 deletions(-) diff --git a/.github/workflows/create-release.yml b/.github/workflows/create-release.yml index e38dfab..b07111e 100644 --- a/.github/workflows/create-release.yml +++ b/.github/workflows/create-release.yml @@ -39,6 +39,8 @@ jobs: - name: Get the PR that was merged into main id: pr-output + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} run: | info=$(gh pr list --state merged --limit 1 --json title --json body) echo "title=$(echo $info | jq -r '.title')" >> $GITHUB_OUTPUT diff --git a/.github/workflows/pr-build.yml b/.github/workflows/pr-build.yml index cfd088f..bdc98a3 100644 --- a/.github/workflows/pr-build.yml +++ b/.github/workflows/pr-build.yml @@ -5,12 +5,10 @@ on: branches: - main paths-ignore: - - ".github/**" - "**.md" - "**.png" - ".gitignore" - "generate-workflow" - - "**.yml" - "test/**" - "example-workflows/**" @@ -21,6 +19,18 @@ jobs: steps: - uses: actions/checkout@v4 + - name: "Only run if last commit was a code change" + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + run: | + git diff-tree --no-commit-id --name-only -r HEAD | sort > changed_files + if ! (grep -q "^src/" changed_files || grep -q "^\.github/workflows/pr-build\.yml$" changed_files); then + echo "No changes in src/ directory or .github/workflows/pr-build.yml" + gh run cancel ${{ github.run_id }} + gh run watch ${{ github.run_id }} + fi + + - name: Set up Node.js uses: actions/setup-node@v4 with: From 22054edef9c0fc01ed3aaa182e5f85cf1d1490f1 Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 14 Jan 2025 09:39:28 -0500 Subject: [PATCH 51/52] nah, didn't like that --- .github/workflows/pr-build.yml | 12 ------------ 1 file changed, 12 deletions(-) diff --git a/.github/workflows/pr-build.yml b/.github/workflows/pr-build.yml index bdc98a3..e4f3d28 100644 --- a/.github/workflows/pr-build.yml +++ b/.github/workflows/pr-build.yml @@ -19,18 +19,6 @@ jobs: steps: - uses: actions/checkout@v4 - - name: "Only run if last commit was a code change" - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - run: | - git diff-tree --no-commit-id --name-only -r HEAD | sort > changed_files - if ! (grep -q "^src/" changed_files || grep -q "^\.github/workflows/pr-build\.yml$" changed_files); then - echo "No changes in src/ directory or .github/workflows/pr-build.yml" - gh run cancel ${{ github.run_id }} - gh run watch ${{ github.run_id }} - fi - - - name: Set up Node.js uses: actions/setup-node@v4 with: From 12657e7a300892ebd7f4f071d4a125b20f8c832a Mon Sep 17 00:00:00 2001 From: Shawn Date: Tue, 14 Jan 2025 09:46:45 -0500 Subject: [PATCH 52/52] more readme update --- README.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index d630e71..c74e45a 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,13 @@ A simple wrapper that facilitates using ComfyUI as a stateless API, either by re ## Download and Usage -Download the latest version from the release page, and copy it into your existing ComfyUI dockerfile. Then, you can use it like this: +Either use a [pre-built Docker image](#prebuilt-docker-images), or build your own. + +Download the latest version from the release page, and copy it into your existing ComfyUI dockerfile. +You can find good base dockerfiles in the [docker](./docker) directory. +There are also example dockerfiles for popular models in the [SaladCloud Recipes Repo](https://github.com/SaladTechnologies/salad-recipes/tree/master/src). + +If you have your own ComfyUI dockerfile, you can add the comfyui-api server to it like so: ```dockerfile # Change this to the version you want to use

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