diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..2a60790cdd880fc87052f77753f5135ea2c58394 Binary files /dev/null and b/.DS_Store differ diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..d27e0a102d7cad10945387adf5ebce603fe785c6 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,48 @@ +FROM nvidia/cuda:12.1.1-cudnn8-devel-ubuntu22.04 + +ARG DEBIAN_FRONTEND=noninteractive + +ENV PYTHONUNBUFFERED=1 +ENV NODE_MAJOR=20 + +RUN apt-get update && apt-get install --no-install-recommends -y \ + build-essential \ + python3.9 \ + python3-pip \ + python3-dev \ + git \ + ffmpeg \ + google-perftools \ + ca-certificates curl gnupg \ + && apt-get clean && rm -rf /var/lib/apt/lists/* + +WORKDIR /code + +RUN mkdir -p /etc/apt/keyrings +RUN curl -fsSL https://deb.nodesource.com/gpgkey/nodesource-repo.gpg.key | gpg --dearmor -o /etc/apt/keyrings/nodesource.gpg +RUN echo "deb [signed-by=/etc/apt/keyrings/nodesource.gpg] https://deb.nodesource.com/node_${NODE_MAJOR}.x nodistro main" | tee /etc/apt/sources.list.d/nodesource.list > /dev/null +RUN apt-get update && apt-get install nodejs -y + +COPY ./requirements.txt /code/requirements.txt + +# Set up a new user named "user" with user ID 1000 +RUN useradd -m -u 1000 user +# Switch to the "user" user +USER user +# Set home to the user's home directory +ENV HOME=/home/user \ + PATH=/home/user/.local/bin:$PATH \ + PYTHONPATH=$HOME/app \ + PYTHONUNBUFFERED=1 \ + SYSTEM=spaces + +RUN pip3 install --no-cache-dir --upgrade --pre -r /code/requirements.txt + +# Set the working directory to the user's home directory +WORKDIR $HOME/app + +# Copy the current directory contents into the container at $HOME/app setting the owner to the user +COPY --chown=user . $HOME/app + +ENV LD_PRELOAD=/usr/lib/x86_64-linux-gnu/libtcmalloc.so.4 +CMD ["./build-run.sh"] \ No newline at end of file diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..94a8dc937b20711cba198d56ef584ff1e1d54701 --- /dev/null +++ b/LICENSE @@ -0,0 +1,53 @@ +Stream V2V +8417 MAR +UT AUSTIN RESEARCH LICENSE +(NONCONFIDENTIAL SOURCE CODE) + +The University of Texas at Austin has developed certain software and documentation that it desires to make available without charge to anyone for academic, research, experimental or personal use. If you wish to distribute or make other use of the software, you may purchase a license to do so from The University of Texas at Austin (licensing@otc.utexas.edu). +The accompanying source code is made available to you under the terms of this UT Research License (this “UTRL”). By installing or using the code, you are consenting to be bound by this UTRL. If you do not agree to the terms and conditions of this license, do not install or use any part of the code. +The terms and conditions in this UTRL not only apply to the source code made available by Licensor, but also to any improvements to, or derivative works of, that source code made by you and to any object code compiled from such source code, improvements or derivative works. + +1. DEFINITIONS. +1.1 “Commercial Use” shall mean use of Software or Documentation by Licensee for direct or indirect financial, commercial or strategic gain or advantage, including without limitation: (a) bundling or integrating the Software with any hardware product or another software product for transfer, sale or license to a third party (even if distributing the Software on separate media and not charging for the Software); (b) providing customers with a link to the Software or a copy of the Software for use with hardware or another software product purchased by that customer; or (c) use in connection with the performance of services for which Licensee is compensated. +1.2 “Derivative Products” means any improvements to, or other derivative works of, the Software made by Licensee, and any computer software programs, and accompanying documentation, developed by Licensee which are a modification of, enhancement to, derived from or based upon the Licensed Software or documentation provided by Licensor for the Licensed Software, and any object code compiled from such computer software programs. +1.3 “Documentation” shall mean all manuals, user documentation, and other related materials pertaining to the Software that are made available to Licensee in connection with the Software. +1.4 “Licensor” shall mean The University of Texas at Austin, on behalf of the Board of Regents of the University of Texas System, an agency of the State of Texas, whose address is 3925 W. Braker Lane, Suite 1.9A (R3500), Austin, Texas 78759. +1.5 “Licensee” or “you” shall mean the person or entity that has agreed to the terms hereof and is exercising rights granted hereunder. +1.6 “Software” shall mean the computer program(s) referred to as: “Stream V2V” (UT Tech ID 8417 MAR), which is made available under this UTRL in source code form, including any error corrections, bug fixes, patches, updates or other modifications that Licensor may in its sole discretion make available to Licensee from time to time, and any object code compiled from such source code. + +2. GRANT OF RIGHTS. +Subject to the terms and conditions hereunder, Licensor hereby grants to Licensee a worldwide, non-transferable, non-exclusive license to (a) install, use and reproduce the Software for academic, research, experimental and personal use (but specifically excluding Commercial Use); (b) use and modify the Software to create Derivative Products, subject to Section 3.2; (c) use the Documentation, if any, solely in connection with Licensee’s authorized use of the Software; and (d) a non-exclusive, royalty-free license for academic, research, experimental and personal use (but specifically excluding Commercial Use) to those patents, of which Diana Marculescu or Jeff Liang is a named inventor, that are licensable by Licensee and that are necessarily infringed by such authorized use of the Software, and solely in connection with Licensee’s authorized use of the Software. + +3. RESTRICTIONS; COVENANTS. +3.1 Licensee may not: (a) distribute, sub-license or otherwise transfer copies or rights to the Software (or any portion thereof) or the Documentation; (b) use the Software (or any portion thereof) or Documentation for Commercial Use, or for any other use except as described in Section 2; (c) copy the Software or Documentation other than for archival and backup purposes; or (d) remove any product identification, copyright, proprietary notices or labels from the Software and Documentation. This UTRL confers no rights upon Licensee except those expressly granted herein. +3.2 Derivative Products. Licensee hereby agrees that it will provide a copy of all Derivative Products to Licensor and that its use of the Derivative Products will be subject to all of the same terms, conditions, restrictions and limitations on use imposed on the Software under this UTRL. Licensee hereby grants Licensor a worldwide, non-exclusive, royalty-free license to reproduce, prepare derivative works of, publicly display, publicly perform, sublicense and distribute Derivative Products. Licensee also hereby grants Licensor a worldwide, non-exclusive, royalty-free patent license to make, have made, use, offer to sell, sell, import and otherwise transfer the Derivative Products under those patent claims, from patents of which Diana Marculescu or Jeff Liang is a named inventor, that licensable by Licensee that are necessarily infringed by the Derivative Products. + +4. CONFIDENTIALITY; PROTECTION OF SOFTWARE. +4.1 Reserved. +4.2 Proprietary Notices. Licensee shall maintain and place on any copy of Software or Documentation that it reproduces for internal use all notices as are authorized and/or required hereunder. Licensee shall include a copy of this UTRL and the following notice, on each copy of the Software and Documentation. Such license and notice shall be embedded in each copy of the Software, in the video screen display, on the physical medium embodying the Software copy and on any Documentation: +Copyright © 2021, The University of Texas at Austin. All rights reserved. +UNIVERSITY EXPRESSLY DISCLAIMS ANY AND ALL WARRANTIES CONCERNING THIS SOFTWARE AND DOCUMENTATION, INCLUDING ANY WARRANTIES OF MERCHANTABILITY, FITNESS FOR ANY PARTICULAR PURPOSE, NON-INFRINGEMENT AND WARRANTIES OF PERFORMANCE, AND ANY WARRANTY THAT MIGHT OTHERWISE ARISE FROM COURSE OF DEALING OR USAGE OF TRADE. NO WARRANTY IS EITHER EXPRESS OR IMPLIED WITH RESPECT TO THE USE OF THE SOFTWARE OR DOCUMENTATION. Under no circumstances shall University be liable for incidental, special, indirect, direct or consequential damages or loss of profits, interruption of business, or related expenses which may arise from use of Software or Documentation, including but not limited to those resulting from defects in Software and/or Documentation, or loss or inaccuracy of data of any kind. + +5. WARRANTIES. +5.1 Disclaimer of Warranties. TO THE EXTENT PERMITTED BY APPLICABLE LAW, THE SOFTWARE AND DOCUMENTATION ARE BEING PROVIDED ON AN “AS IS” BASIS WITHOUT ANY WARRANTIES OF ANY KIND RESPECTING THE SOFTWARE OR DOCUMENTATION, EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTY OF DESIGN, MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. +5.2 Limitation of Liability. UNDER NO CIRCUMSTANCES UNLESS REQUIRED BY APPLICABLE LAW SHALL LICENSOR BE LIABLE FOR INCIDENTAL, SPECIAL, INDIRECT, DIRECT OR CONSEQUENTIAL DAMAGES OR LOSS OF PROFITS, INTERRUPTION OF BUSINESS, OR RELATED EXPENSES WHICH MAY ARISE AS A RESULT OF THIS LICENSE OR OUT OF THE USE OR ATTEMPT OF USE OF SOFTWARE OR DOCUMENTATION INCLUDING BUT NOT LIMITED TO THOSE RESULTING FROM DEFECTS IN SOFTWARE AND/OR DOCUMENTATION, OR LOSS OR INACCURACY OF DATA OF ANY KIND. THE FOREGOING EXCLUSIONS AND LIMITATIONS WILL APPLY TO ALL CLAIMS AND ACTIONS OF ANY KIND, WHETHER BASED ON CONTRACT, TORT (INCLUDING, WITHOUT LIMITATION, NEGLIGENCE), OR ANY OTHER GROUNDS. + +6. INDEMNIFICATION. +Licensee shall indemnify, defend and hold harmless Licensor, the University of Texas System, their Regents, and their officers, agents and employees from and against any claims, demands, or causes of action whatsoever caused by, or arising out of, or resulting from, the exercise or practice of the license granted hereunder by Licensee, its officers, employees, agents or representatives. + +7. TERMINATION. +If Licensee breaches this UTRL, Licensee’s right to use the Software and Documentation will terminate immediately without notice, but all provisions of this UTRL except Section 2 will survive termination and continue in effect. Upon termination, Licensee must destroy all copies of the Software and Documentation. +8. GOVERNING LAW; JURISDICTION AND VENUE. + +The validity, interpretation, construction and performance of this UTRL shall be governed by the laws of the State of Texas. The Texas state courts of Travis County, Texas (or, if there is exclusive federal jurisdiction, the United States District Court for the Western District of Texas) shall have exclusive jurisdiction and venue over any dispute arising out of this UTRL, and Licensee consents to the jurisdiction of such courts. Application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. + +9. EXPORT CONTROLS. +This license is subject to all applicable export restrictions. Licensee must comply with all export and import laws and restrictions and regulations of any United States or foreign agency or authority relating to the Software and its use. + +10. U.S. GOVERNMENT END-USERS. +The Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101, consisting of “commercial computer software” and “commercial computer software documentation,” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995) and 48 C.F.R. 227.7202 (June 1995). Consistent with 48 C.F.R. 12.212, 48 C.F.R. 27.405(b)(2) (June 1998) and 48 C.F.R. 227.7202, all U.S. Government End Users acquire the Software with only those rights as set forth herein. + +11. MISCELLANEOUS +If any provision hereof shall be held illegal, invalid or unenforceable, in whole or in part, such provision shall be modified to the minimum extent necessary to make it legal, valid and enforceable, and the legality, validity and enforceability of all other provisions of this UTRL shall not be affected thereby. Licensee may not assign this UTRL in whole or in part, without Licensor’s prior written consent. Any attempt to assign this UTRL without such consent will be null and void. This UTRL is the complete and exclusive statement between Licensee and Licensor relating to the subject matter hereof and supersedes all prior oral and written and all contemporaneous oral negotiations, commitments and understandings of the parties, if any. Any waiver by either party of any default or breach hereunder shall not constitute a waiver of any provision of this UTRL or of any subsequent default or breach of the same or a different kind. + +END OF LICENSE \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..0170c4c7198bc4f63fed6485cf023d24ee509182 --- /dev/null +++ b/README.md @@ -0,0 +1,17 @@ +--- +title: Stream V2V Demo +emoji: 🖼️🖼️ +colorFrom: gray +colorTo: indigo +sdk: docker +pinned: false +suggested_hardware: a10g-small +disable_embedding: true +--- + +Note: I am not the original author + +This is a deployment of this demo by Jeff Liang: https://github.com/Jeff-LiangF/streamv2v/tree/main/demo_w_camera + +based on code from Radamés Ajna (https://github.com/radames/Real-Time-Latent-Consistency-Model/tree/main) + diff --git a/config.py b/config.py new file mode 100644 index 0000000000000000000000000000000000000000..953e934fa34e780879dbf15f6f4b188560f0c113 --- /dev/null +++ b/config.py @@ -0,0 +1,109 @@ +from typing import NamedTuple +import argparse +import os + + +class Args(NamedTuple): + host: str + port: int + reload: bool + mode: str + max_queue_size: int + timeout: float + safety_checker: bool + taesd: bool + ssl_certfile: str + ssl_keyfile: str + debug: bool + acceleration: str + engine_dir: str + + def pretty_print(self): + print("\n") + for field, value in self._asdict().items(): + print(f"{field}: {value}") + print("\n") + + +MAX_QUEUE_SIZE = int(os.environ.get("MAX_QUEUE_SIZE", 0)) +TIMEOUT = float(os.environ.get("TIMEOUT", 0)) +SAFETY_CHECKER = os.environ.get("SAFETY_CHECKER", None) == "True" +USE_TAESD = os.environ.get("USE_TAESD", "True") == "True" +ENGINE_DIR = os.environ.get("ENGINE_DIR", "engines") +ACCELERATION = os.environ.get("ACCELERATION", "xformers") + +default_host = os.getenv("HOST", "0.0.0.0") +default_port = int(os.getenv("PORT", "7860")) +default_mode = os.getenv("MODE", "default") + +parser = argparse.ArgumentParser(description="Run the app") +parser.add_argument("--host", type=str, default=default_host, help="Host address") +parser.add_argument("--port", type=int, default=default_port, help="Port number") +parser.add_argument("--reload", action="store_true", help="Reload code on change") +parser.add_argument( + "--mode", type=str, default=default_mode, help="App Inferece Mode: txt2img, img2img" +) +parser.add_argument( + "--max-queue-size", + dest="max_queue_size", + type=int, + default=MAX_QUEUE_SIZE, + help="Max Queue Size", +) +parser.add_argument("--timeout", type=float, default=TIMEOUT, help="Timeout") +parser.add_argument( + "--safety-checker", + dest="safety_checker", + action="store_true", + default=SAFETY_CHECKER, + help="Safety Checker", +) +parser.add_argument( + "--taesd", + dest="taesd", + action="store_true", + help="Use Tiny Autoencoder", +) +parser.add_argument( + "--no-taesd", + dest="taesd", + action="store_false", + help="Use Tiny Autoencoder", +) +parser.add_argument( + "--ssl-certfile", + dest="ssl_certfile", + type=str, + default=None, + help="SSL certfile", +) +parser.add_argument( + "--ssl-keyfile", + dest="ssl_keyfile", + type=str, + default=None, + help="SSL keyfile", +) +parser.add_argument( + "--debug", + action="store_true", + default=False, + help="Debug", +) +parser.add_argument( + "--acceleration", + type=str, + default=ACCELERATION, + choices=["none", "xformers", "sfast", "tensorrt"], + help="Acceleration", +) +parser.add_argument( + "--engine-dir", + dest="engine_dir", + type=str, + default=ENGINE_DIR, + help="Engine Dir", +) +parser.set_defaults(taesd=USE_TAESD) +config = Args(**vars(parser.parse_args())) +config.pretty_print() diff --git a/connection_manager.py b/connection_manager.py new file mode 100644 index 0000000000000000000000000000000000000000..3450bc2609fa34bd1ac96272625ed7ca18543964 --- /dev/null +++ b/connection_manager.py @@ -0,0 +1,116 @@ +from typing import Dict, Union +from uuid import UUID +import asyncio +from fastapi import WebSocket +from starlette.websockets import WebSocketState +import logging +from types import SimpleNamespace + +Connections = Dict[UUID, Dict[str, Union[WebSocket, asyncio.Queue]]] + + +class ServerFullException(Exception): + """Exception raised when the server is full.""" + + pass + + +class ConnectionManager: + def __init__(self): + self.active_connections: Connections = {} + + async def connect( + self, user_id: UUID, websocket: WebSocket, max_queue_size: int = 0 + ): + await websocket.accept() + user_count = self.get_user_count() + print(f"User count: {user_count}") + if max_queue_size > 0 and user_count >= max_queue_size: + print("Server is full") + await websocket.send_json({"status": "error", "message": "Server is full"}) + await websocket.close() + raise ServerFullException("Server is full") + print(f"New user connected: {user_id}") + self.active_connections[user_id] = { + "websocket": websocket, + "queue": asyncio.Queue(), + } + await websocket.send_json( + {"status": "connected", "message": "Connected"}, + ) + await websocket.send_json({"status": "wait"}) + await websocket.send_json({"status": "send_frame"}) + + def check_user(self, user_id: UUID) -> bool: + return user_id in self.active_connections + + async def update_data(self, user_id: UUID, new_data: SimpleNamespace): + user_session = self.active_connections.get(user_id) + if user_session: + queue = user_session["queue"] + while not queue.empty(): + try: + queue.get_nowait() + except asyncio.QueueEmpty: + continue + await queue.put(new_data) + + async def get_latest_data(self, user_id: UUID) -> SimpleNamespace: + user_session = self.active_connections.get(user_id) + if user_session: + queue = user_session["queue"] + try: + return await queue.get() + except asyncio.QueueEmpty: + return None + + def delete_user(self, user_id: UUID): + user_session = self.active_connections.pop(user_id, None) + if user_session: + queue = user_session["queue"] + while not queue.empty(): + try: + queue.get_nowait() + except asyncio.QueueEmpty: + continue + + def get_user_count(self) -> int: + return len(self.active_connections) + + def get_websocket(self, user_id: UUID) -> WebSocket: + user_session = self.active_connections.get(user_id) + if user_session: + websocket = user_session["websocket"] + if websocket.client_state == WebSocketState.CONNECTED: + return user_session["websocket"] + return None + + async def disconnect(self, user_id: UUID): + websocket = self.get_websocket(user_id) + if websocket: + await websocket.close() + self.delete_user(user_id) + + async def send_json(self, user_id: UUID, data: Dict): + try: + websocket = self.get_websocket(user_id) + if websocket: + await websocket.send_json(data) + except Exception as e: + logging.error(f"Error: Send json: {e}") + + async def receive_json(self, user_id: UUID) -> Dict: + try: + websocket = self.get_websocket(user_id) + if websocket: + return await websocket.receive_json() + except Exception as e: + logging.error(f"Error: Receive json: {e}") + + async def receive_bytes(self, user_id: UUID) -> bytes: + try: + websocket = self.get_websocket(user_id) + if websocket: + return await websocket.receive_bytes() + except Exception as e: + logging.error(f"Error: Receive bytes: {e}") diff --git a/frontend/.eslintignore b/frontend/.eslintignore new file mode 100644 index 0000000000000000000000000000000000000000..38972655faff07d2cc0383044bbf9f43b22c2248 --- /dev/null +++ b/frontend/.eslintignore @@ -0,0 +1,13 @@ +.DS_Store +node_modules +/build +/.svelte-kit +/package +.env +.env.* +!.env.example + +# Ignore files for PNPM, NPM and YARN +pnpm-lock.yaml +package-lock.json +yarn.lock diff --git a/frontend/.eslintrc.cjs b/frontend/.eslintrc.cjs new file mode 100644 index 0000000000000000000000000000000000000000..4b29a0161622dc51bb2241de737698e3ad4a917f --- /dev/null +++ b/frontend/.eslintrc.cjs @@ -0,0 +1,30 @@ +module.exports = { + root: true, + extends: [ + 'eslint:recommended', + 'plugin:@typescript-eslint/recommended', + 'plugin:svelte/recommended', + 'prettier' + ], + parser: '@typescript-eslint/parser', + plugins: ['@typescript-eslint'], + parserOptions: { + sourceType: 'module', + ecmaVersion: 2020, + extraFileExtensions: ['.svelte'] + }, + env: { + browser: true, + es2017: true, + node: true + }, + overrides: [ + { + files: ['*.svelte'], + parser: 'svelte-eslint-parser', + parserOptions: { + parser: '@typescript-eslint/parser' + } + } + ] +}; diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..6635cf5542756197081eedaa1ec3a7c2c5a0b537 --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,10 @@ +.DS_Store +node_modules +/build +/.svelte-kit +/package +.env +.env.* +!.env.example +vite.config.js.timestamp-* +vite.config.ts.timestamp-* diff --git a/frontend/.npmrc b/frontend/.npmrc new file mode 100644 index 0000000000000000000000000000000000000000..b6f27f135954640c8cc5bfd7b8c9922ca6eb2aad --- /dev/null +++ b/frontend/.npmrc @@ -0,0 +1 @@ +engine-strict=true diff --git a/frontend/.prettierignore b/frontend/.prettierignore new file mode 100644 index 0000000000000000000000000000000000000000..38972655faff07d2cc0383044bbf9f43b22c2248 --- /dev/null +++ b/frontend/.prettierignore @@ -0,0 +1,13 @@ +.DS_Store +node_modules +/build +/.svelte-kit +/package +.env +.env.* +!.env.example + +# Ignore files for PNPM, NPM and YARN +pnpm-lock.yaml +package-lock.json +yarn.lock diff --git a/frontend/.prettierrc b/frontend/.prettierrc new file mode 100644 index 0000000000000000000000000000000000000000..34a470beb1a69badb3632a52621afdf960238001 --- /dev/null +++ b/frontend/.prettierrc @@ -0,0 +1,19 @@ +{ + "useTabs": false, + "singleQuote": true, + "trailingComma": "none", + "printWidth": 100, + "plugins": [ + "prettier-plugin-svelte", + "prettier-plugin-organize-imports", + "prettier-plugin-tailwindcss" + ], + "overrides": [ + { + "files": "*.svelte", + "options": { + "parser": "svelte" + } + } + ] +} diff --git a/frontend/README.md b/frontend/README.md new file mode 100644 index 0000000000000000000000000000000000000000..5c91169b0ca6508bb24301c957a9edea5abf2b01 --- /dev/null +++ b/frontend/README.md @@ -0,0 +1,38 @@ +# create-svelte + +Everything you need to build a Svelte project, powered by [`create-svelte`](https://github.com/sveltejs/kit/tree/master/packages/create-svelte). + +## Creating a project + +If you're seeing this, you've probably already done this step. Congrats! + +```bash +# create a new project in the current directory +npm create svelte@latest + +# create a new project in my-app +npm create svelte@latest my-app +``` + +## Developing + +Once you've created a project and installed dependencies with `npm install` (or `pnpm install` or `yarn`), start a development server: + +```bash +npm run dev + +# or start the server and open the app in a new browser tab +npm run dev -- --open +``` + +## Building + +To create a production version of your app: + +```bash +npm run build +``` + +You can preview the production build with `npm run preview`. + +> To deploy your app, you may need to install an [adapter](https://kit.svelte.dev/docs/adapters) for your target environment. diff --git a/frontend/package-lock.json b/frontend/package-lock.json new file mode 100644 index 0000000000000000000000000000000000000000..c088c8d1d1f27fac83e09a08331a410e9253a865 --- /dev/null +++ b/frontend/package-lock.json @@ -0,0 +1,3807 @@ +{ + "name": "frontend", + 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"vite preview", + "check": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json", + "check:watch": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json --watch", + "lint": "prettier --check . && eslint .", + "format": "prettier --write ." + }, + "devDependencies": { + "@sveltejs/adapter-auto": "^2.0.0", + "@sveltejs/adapter-static": "^2.0.3", + "@sveltejs/kit": "^1.20.4", + "@typescript-eslint/eslint-plugin": "^6.0.0", + "@typescript-eslint/parser": "^6.0.0", + "autoprefixer": "^10.4.16", + "eslint": "^8.28.0", + "eslint-config-prettier": "^9.0.0", + "eslint-plugin-svelte": "^2.30.0", + "postcss": "^8.4.31", + "prettier": "^3.1.0", + "prettier-plugin-organize-imports": "^3.2.4", + "prettier-plugin-svelte": "^3.1.0", + "prettier-plugin-tailwindcss": "^0.5.7", + "svelte": "^4.0.5", + "svelte-check": "^3.4.3", + "tailwindcss": "^3.3.5", + "tslib": "^2.4.1", + "typescript": "^5.0.0", + "vite": "^4.4.2" + }, + "type": "module", + "dependencies": { + "piexifjs": "^1.0.6", + "rvfc-polyfill": "^1.0.7" + } +} diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 0000000000000000000000000000000000000000..ba80730477d1dd22b1484282d594f2e5dda4785a --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {} + } +}; diff --git a/frontend/src/app.css b/frontend/src/app.css new file mode 100644 index 0000000000000000000000000000000000000000..b5c61c956711f981a41e95f7fcf0038436cfbb22 --- /dev/null +++ b/frontend/src/app.css @@ -0,0 +1,3 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; diff --git a/frontend/src/app.d.ts b/frontend/src/app.d.ts new file mode 100644 index 0000000000000000000000000000000000000000..899c7e8fcaa1cc213388dc711f798ae20b622420 --- /dev/null +++ b/frontend/src/app.d.ts @@ -0,0 +1,12 @@ +// See https://kit.svelte.dev/docs/types#app +// for information about these interfaces +declare global { + namespace App { + // interface Error {} + // interface Locals {} + // interface PageData {} + // interface Platform {} + } +} + +export {}; diff --git a/frontend/src/app.html b/frontend/src/app.html new file mode 100644 index 0000000000000000000000000000000000000000..84ffad1665e662132d61ef780fd03b6a36df0b91 --- /dev/null +++ b/frontend/src/app.html @@ -0,0 +1,12 @@ + + + + + + + %sveltekit.head% + + +
%sveltekit.body%
+ + diff --git a/frontend/src/lib/components/Button.svelte b/frontend/src/lib/components/Button.svelte new file mode 100644 index 0000000000000000000000000000000000000000..268fd6e2f3969b44e3a04ee77dc5cb1df0703564 --- /dev/null +++ b/frontend/src/lib/components/Button.svelte @@ -0,0 +1,15 @@ + + + + + diff --git a/frontend/src/lib/components/Checkbox.svelte b/frontend/src/lib/components/Checkbox.svelte new file mode 100644 index 0000000000000000000000000000000000000000..1bdd4a5f3982e60bc6e48b35e36b1cec00dc9869 --- /dev/null +++ b/frontend/src/lib/components/Checkbox.svelte @@ -0,0 +1,14 @@ + + +
+ + +
diff --git a/frontend/src/lib/components/ImagePlayer.svelte b/frontend/src/lib/components/ImagePlayer.svelte new file mode 100644 index 0000000000000000000000000000000000000000..66213d9d000581c5a839ff2cde8ebdee69995a70 --- /dev/null +++ b/frontend/src/lib/components/ImagePlayer.svelte @@ -0,0 +1,50 @@ + + +
+ + {#if isLCMRunning && $streamId} + +
+ +
+ {:else} + + {/if} +
diff --git a/frontend/src/lib/components/InputRange.svelte b/frontend/src/lib/components/InputRange.svelte new file mode 100644 index 0000000000000000000000000000000000000000..0e2d6cf4259bdaa9e3eb4465510913b4eac2a60b --- /dev/null +++ b/frontend/src/lib/components/InputRange.svelte @@ -0,0 +1,50 @@ + + +
+ + + +
+ diff --git a/frontend/src/lib/components/MediaListSwitcher.svelte b/frontend/src/lib/components/MediaListSwitcher.svelte new file mode 100644 index 0000000000000000000000000000000000000000..5ad86aa3ab05555af5b4cb4ac025a271500413dd --- /dev/null +++ b/frontend/src/lib/components/MediaListSwitcher.svelte @@ -0,0 +1,40 @@ + + +
+ + {#if $mediaDevices} + + {/if} +
diff --git a/frontend/src/lib/components/PipelineOptions.svelte b/frontend/src/lib/components/PipelineOptions.svelte new file mode 100644 index 0000000000000000000000000000000000000000..601d23d21eddd663442261bc2954b0557470ea00 --- /dev/null +++ b/frontend/src/lib/components/PipelineOptions.svelte @@ -0,0 +1,61 @@ + + +
+
+ {#if featuredOptions} + {#each featuredOptions as params} + {#if params.field === FieldType.RANGE} + + {:else if params.field === FieldType.SEED} + + {:else if params.field === FieldType.TEXTAREA} + + {:else if params.field === FieldType.CHECKBOX} + + {:else if params.field === FieldType.SELECT} + + {/if} + {/each} + {/if} +
+ {#if advanceOptions && advanceOptions.length > 0} +
+ Advanced Options +
+ {#each advanceOptions as params} + {#if params.field === FieldType.RANGE} + + {:else if params.field === FieldType.SEED} + + {:else if params.field === FieldType.TEXTAREA} + + {:else if params.field === FieldType.CHECKBOX} + + {:else if params.field === FieldType.SELECT} + + {/if} + {/each} +
+
+ {/if} +
diff --git a/frontend/src/lib/components/SeedInput.svelte b/frontend/src/lib/components/SeedInput.svelte new file mode 100644 index 0000000000000000000000000000000000000000..4e5242948823fe64a31b750d0006cbf8790b358f --- /dev/null +++ b/frontend/src/lib/components/SeedInput.svelte @@ -0,0 +1,26 @@ + + +
+ + + +
diff --git a/frontend/src/lib/components/Selectlist.svelte b/frontend/src/lib/components/Selectlist.svelte new file mode 100644 index 0000000000000000000000000000000000000000..0ddb6c024e49ec65a95a203d4d474aea59c2af2b --- /dev/null +++ b/frontend/src/lib/components/Selectlist.svelte @@ -0,0 +1,24 @@ + + +
+ + {#if params?.values} + + {/if} +
diff --git a/frontend/src/lib/components/TextArea.svelte b/frontend/src/lib/components/TextArea.svelte new file mode 100644 index 0000000000000000000000000000000000000000..96a44da2a6f06c129291f92acdba888216c302e1 --- /dev/null +++ b/frontend/src/lib/components/TextArea.svelte @@ -0,0 +1,23 @@ + + +
+ +
+ +
+
diff --git a/frontend/src/lib/components/VideoInput.svelte b/frontend/src/lib/components/VideoInput.svelte new file mode 100644 index 0000000000000000000000000000000000000000..88f81023de04cdcca6cad360a83824988c68cd09 --- /dev/null +++ b/frontend/src/lib/components/VideoInput.svelte @@ -0,0 +1,109 @@ + + +
+
+ {#if $mediaDevices.length > 0} +
+ +
+ {/if} + + +
+
+ + + +
+
diff --git a/frontend/src/lib/components/Warning.svelte b/frontend/src/lib/components/Warning.svelte new file mode 100644 index 0000000000000000000000000000000000000000..f42ac60f0b3929829a4b0a46398b8b90f4735ffd --- /dev/null +++ b/frontend/src/lib/components/Warning.svelte @@ -0,0 +1,27 @@ + + +{#if message} +
(message = '')}> +
+ {message} +
+
+
+{/if} + + diff --git a/frontend/src/lib/icons/floppy.svelte b/frontend/src/lib/icons/floppy.svelte new file mode 100644 index 0000000000000000000000000000000000000000..e06b4d455e85ebc5e922088732a770d5f1f109c6 --- /dev/null +++ b/frontend/src/lib/icons/floppy.svelte @@ -0,0 +1,10 @@ + + + + + diff --git a/frontend/src/lib/icons/screen.svelte b/frontend/src/lib/icons/screen.svelte new file mode 100644 index 0000000000000000000000000000000000000000..97bf526e52c32e3bf63f1a8c6c123114ae544ec5 --- /dev/null +++ b/frontend/src/lib/icons/screen.svelte @@ -0,0 +1,10 @@ + + + + + diff --git a/frontend/src/lib/icons/spinner.svelte b/frontend/src/lib/icons/spinner.svelte new file mode 100644 index 0000000000000000000000000000000000000000..b0444dd615770cea8498f431d85686b96f786198 --- /dev/null +++ b/frontend/src/lib/icons/spinner.svelte @@ -0,0 +1,10 @@ + + + + + diff --git a/frontend/src/lib/index.ts b/frontend/src/lib/index.ts new file mode 100644 index 0000000000000000000000000000000000000000..856f2b6c38aec1085db88189bcf492dbb49a1c45 --- /dev/null +++ b/frontend/src/lib/index.ts @@ -0,0 +1 @@ +// place files you want to import through the `$lib` alias in this folder. diff --git a/frontend/src/lib/lcmLive.ts b/frontend/src/lib/lcmLive.ts new file mode 100644 index 0000000000000000000000000000000000000000..d2d79a4f53891a1acc42150eeb9322d5e2ea7ef0 --- /dev/null +++ b/frontend/src/lib/lcmLive.ts @@ -0,0 +1,99 @@ +import { writable } from 'svelte/store'; + + +export enum LCMLiveStatus { + CONNECTED = "connected", + DISCONNECTED = "disconnected", + WAIT = "wait", + SEND_FRAME = "send_frame", + TIMEOUT = "timeout", +} + +const initStatus: LCMLiveStatus = LCMLiveStatus.DISCONNECTED; + +export const lcmLiveStatus = writable(initStatus); +export const streamId = writable(null); + +let websocket: WebSocket | null = null; +export const lcmLiveActions = { + async start(getSreamdata: () => any[]) { + return new Promise((resolve, reject) => { + + try { + const userId = crypto.randomUUID(); + const websocketURL = `${window.location.protocol === "https:" ? "wss" : "ws" + }:${window.location.host}/api/ws/${userId}`; + + websocket = new WebSocket(websocketURL); + websocket.onopen = () => { + console.log("Connected to websocket"); + }; + websocket.onclose = () => { + lcmLiveStatus.set(LCMLiveStatus.DISCONNECTED); + console.log("Disconnected from websocket"); + }; + websocket.onerror = (err) => { + console.error(err); + }; + websocket.onmessage = (event) => { + const data = JSON.parse(event.data); + switch (data.status) { + case "connected": + lcmLiveStatus.set(LCMLiveStatus.CONNECTED); + streamId.set(userId); + resolve({ status: "connected", userId }); + break; + case "send_frame": + lcmLiveStatus.set(LCMLiveStatus.SEND_FRAME); + const streamData = getSreamdata(); + websocket?.send(JSON.stringify({ status: "next_frame" })); + for (const d of streamData) { + this.send(d); + } + break; + case "wait": + lcmLiveStatus.set(LCMLiveStatus.WAIT); + break; + case "timeout": + console.log("timeout"); + lcmLiveStatus.set(LCMLiveStatus.TIMEOUT); + streamId.set(null); + reject(new Error("timeout")); + break; + case "error": + console.log(data.message); + lcmLiveStatus.set(LCMLiveStatus.DISCONNECTED); + streamId.set(null); + reject(new Error(data.message)); + break; + } + }; + + } catch (err) { + console.error(err); + lcmLiveStatus.set(LCMLiveStatus.DISCONNECTED); + streamId.set(null); + reject(err); + } + }); + }, + send(data: Blob | { [key: string]: any }) { + if (websocket && websocket.readyState === WebSocket.OPEN) { + if (data instanceof Blob) { + websocket.send(data); + } else { + websocket.send(JSON.stringify(data)); + } + } else { + console.log("WebSocket not connected"); + } + }, + async stop() { + lcmLiveStatus.set(LCMLiveStatus.DISCONNECTED); + if (websocket) { + websocket.close(); + } + websocket = null; + streamId.set(null); + }, +}; \ No newline at end of file diff --git a/frontend/src/lib/mediaStream.ts b/frontend/src/lib/mediaStream.ts new file mode 100644 index 0000000000000000000000000000000000000000..dce9006a5c52efcb75ec6eba5f8c37f7be28f091 --- /dev/null +++ b/frontend/src/lib/mediaStream.ts @@ -0,0 +1,98 @@ +import { writable, type Writable, get } from 'svelte/store'; + +export enum MediaStreamStatusEnum { + INIT = "init", + CONNECTED = "connected", + DISCONNECTED = "disconnected", +} +export const onFrameChangeStore: Writable<{ blob: Blob }> = writable({ blob: new Blob() }); + +export const mediaDevices = writable([]); +export const mediaStreamStatus = writable(MediaStreamStatusEnum.INIT); +export const mediaStream = writable(null); + +export const mediaStreamActions = { + async enumerateDevices() { + // console.log("Enumerating devices"); + await navigator.mediaDevices.enumerateDevices() + .then(devices => { + const cameras = devices.filter(device => device.kind === 'videoinput'); + mediaDevices.set(cameras); + }) + .catch(err => { + console.error(err); + }); + }, + async start(mediaDevicedID?: string) { + const constraints = { + audio: false, + video: { + width: 1024, height: 1024, deviceId: mediaDevicedID + } + }; + + await navigator.mediaDevices + .getUserMedia(constraints) + .then((stream) => { + mediaStreamStatus.set(MediaStreamStatusEnum.CONNECTED); + mediaStream.set(stream); + }) + .catch((err) => { + console.error(`${err.name}: ${err.message}`); + mediaStreamStatus.set(MediaStreamStatusEnum.DISCONNECTED); + mediaStream.set(null); + }); + }, + async startScreenCapture() { + const displayMediaOptions = { + video: { + displaySurface: "window", + }, + audio: false, + surfaceSwitching: "include" + }; + + + let captureStream = null; + + try { + captureStream = await navigator.mediaDevices.getDisplayMedia(displayMediaOptions); + const videoTrack = captureStream.getVideoTracks()[0]; + + console.log("Track settings:"); + console.log(JSON.stringify(videoTrack.getSettings(), null, 2)); + console.log("Track constraints:"); + console.log(JSON.stringify(videoTrack.getConstraints(), null, 2)); + mediaStreamStatus.set(MediaStreamStatusEnum.CONNECTED); + mediaStream.set(captureStream) + } catch (err) { + console.error(err); + } + + }, + async switchCamera(mediaDevicedID: string) { + if (get(mediaStreamStatus) !== MediaStreamStatusEnum.CONNECTED) { + return; + } + const constraints = { + audio: false, + video: { width: 1024, height: 1024, deviceId: mediaDevicedID } + }; + await navigator.mediaDevices + .getUserMedia(constraints) + .then((stream) => { + mediaStreamStatus.set(MediaStreamStatusEnum.CONNECTED); + mediaStream.set(stream) + }) + .catch((err) => { + console.error(`${err.name}: ${err.message}`); + }); + }, + async stop() { + navigator.mediaDevices.getUserMedia({ video: true }).then((stream) => { + stream.getTracks().forEach((track) => track.stop()); + }); + mediaStreamStatus.set(MediaStreamStatusEnum.DISCONNECTED); + mediaStream.set(null); + }, +}; \ No newline at end of file diff --git a/frontend/src/lib/store.ts b/frontend/src/lib/store.ts new file mode 100644 index 0000000000000000000000000000000000000000..b43422a9383864045a62246a285e408f4e99c0dd --- /dev/null +++ b/frontend/src/lib/store.ts @@ -0,0 +1,15 @@ + +import { derived, writable, get, type Writable, type Readable } from 'svelte/store'; + +export const pipelineValues: Writable> = writable({}); +export const deboucedPipelineValues: Readable> + = derived(pipelineValues, ($pipelineValues, set) => { + const debounced = setTimeout(() => { + set($pipelineValues); + }, 100); + return () => clearTimeout(debounced); + }); + + + +export const getPipelineValues = () => get(pipelineValues); \ No newline at end of file diff --git a/frontend/src/lib/types.ts b/frontend/src/lib/types.ts new file mode 100644 index 0000000000000000000000000000000000000000..9a8fe60d9a5e1ffde60989abe259c85763441400 --- /dev/null +++ b/frontend/src/lib/types.ts @@ -0,0 +1,40 @@ +export const enum FieldType { + RANGE = "range", + SEED = "seed", + TEXTAREA = "textarea", + CHECKBOX = "checkbox", + SELECT = "select", +} +export const enum PipelineMode { + IMAGE = "image", + VIDEO = "video", + TEXT = "text", +} + + +export interface Fields { + [key: string]: FieldProps; +} + +export interface FieldProps { + default: number | string; + max?: number; + min?: number; + title: string; + field: FieldType; + step?: number; + disabled?: boolean; + hide?: boolean; + id: string; + values?: string[]; +} +export interface PipelineInfo { + title: { + default: string; + } + name: string; + description: string; + input_mode: { + default: PipelineMode; + } +} \ No newline at end of file diff --git a/frontend/src/lib/utils.ts b/frontend/src/lib/utils.ts new file mode 100644 index 0000000000000000000000000000000000000000..ca1980c8b19bac775b8ebb5f4a27ba61c35732d1 --- /dev/null +++ b/frontend/src/lib/utils.ts @@ -0,0 +1,38 @@ +import * as piexif from "piexifjs"; + +interface IImageInfo { + prompt?: string; + negative_prompt?: string; + seed?: number; + guidance_scale?: number; +} + +export function snapImage(imageEl: HTMLImageElement, info: IImageInfo) { + try { + const zeroth: { [key: string]: any } = {}; + const exif: { [key: string]: any } = {}; + const gps: { [key: string]: any } = {}; + zeroth[piexif.ImageIFD.Make] = "LCM Image-to-Image ControNet"; + zeroth[piexif.ImageIFD.ImageDescription] = `prompt: ${info?.prompt} | negative_prompt: ${info?.negative_prompt} | seed: ${info?.seed} | guidance_scale: ${info?.guidance_scale}`; + zeroth[piexif.ImageIFD.Software] = "https://github.com/radames/Real-Time-Latent-Consistency-Model"; + exif[piexif.ExifIFD.DateTimeOriginal] = new Date().toISOString(); + + const exifObj = { "0th": zeroth, "Exif": exif, "GPS": gps }; + const exifBytes = piexif.dump(exifObj); + + const canvas = document.createElement("canvas"); + canvas.width = imageEl.naturalWidth; + canvas.height = imageEl.naturalHeight; + const ctx = canvas.getContext("2d") as CanvasRenderingContext2D; + ctx.drawImage(imageEl, 0, 0); + const dataURL = canvas.toDataURL("image/jpeg"); + const withExif = piexif.insert(exifBytes, dataURL); + + const a = document.createElement("a"); + a.href = withExif; + a.download = `lcm_txt_2_img${Date.now()}.png`; + a.click(); + } catch (err) { + console.log(err); + } +} diff --git a/frontend/src/routes/+layout.svelte b/frontend/src/routes/+layout.svelte new file mode 100644 index 0000000000000000000000000000000000000000..4039a26b2c3198d2733f2bbdca9355738cdef54e --- /dev/null +++ b/frontend/src/routes/+layout.svelte @@ -0,0 +1,5 @@ + + + diff --git a/frontend/src/routes/+page.svelte b/frontend/src/routes/+page.svelte new file mode 100644 index 0000000000000000000000000000000000000000..91255af8815e1639e755481dc561c17d18be382d --- /dev/null +++ b/frontend/src/routes/+page.svelte @@ -0,0 +1,152 @@ + + + + + + +
+ +
+ {#if pageContent} + {@html pageContent} + {/if} + {#if maxQueueSize > 0} +

+ There are {currentQueueSize} + user(s) sharing the same GPU, affecting real-time performance. Maximum queue size is {maxQueueSize}. + Duplicate and run it on your own GPU. +

+ {/if} +
+ {#if pipelineParams} +
+ {#if isImageMode} +
+ +
+ {/if} +
+ +
+
+ + +
+
+ {:else} + +
+ +

Loading...

+
+ {/if} +
+ + diff --git a/frontend/src/routes/+page.ts b/frontend/src/routes/+page.ts new file mode 100644 index 0000000000000000000000000000000000000000..05d87e23fbac63aa4f605bb15e2ff18bc3ef5838 --- /dev/null +++ b/frontend/src/routes/+page.ts @@ -0,0 +1 @@ +export const prerender = true \ No newline at end of file diff --git a/frontend/static/favicon.png b/frontend/static/favicon.png new file mode 100644 index 0000000000000000000000000000000000000000..825b9e65af7c104cfb07089bb28659393b4f2097 Binary files /dev/null and b/frontend/static/favicon.png differ diff --git a/frontend/svelte.config.js b/frontend/svelte.config.js new file mode 100644 index 0000000000000000000000000000000000000000..5f8bb8fffd5fe2dbabc7119051598587d7878275 --- /dev/null +++ b/frontend/svelte.config.js @@ -0,0 +1,17 @@ +import adapter from '@sveltejs/adapter-static'; +import { vitePreprocess } from '@sveltejs/kit/vite'; +/** @type {import('@sveltejs/kit').Config} */ +const config = { + preprocess: vitePreprocess({ postcss: true }), + kit: { + adapter: adapter({ + pages: 'public', + assets: 'public', + fallback: undefined, + precompress: false, + strict: true + }) + } +}; + +export default config; diff --git a/frontend/tailwind.config.js b/frontend/tailwind.config.js new file mode 100644 index 0000000000000000000000000000000000000000..79e4ed8964316b276f7ef4ef74914e1d9b39fcb9 --- /dev/null +++ b/frontend/tailwind.config.js @@ -0,0 +1,8 @@ +/** @type {import('tailwindcss').Config} */ +export default { + content: ['./src/**/*.{html,js,svelte,ts}', '../**/*.py'], + theme: { + extend: {} + }, + plugins: [] +}; diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json new file mode 100644 index 0000000000000000000000000000000000000000..794b95b6426836ad7f5e8683729dd758e7f2bc7c --- /dev/null +++ b/frontend/tsconfig.json @@ -0,0 +1,17 @@ +{ + "extends": "./.svelte-kit/tsconfig.json", + "compilerOptions": { + "allowJs": true, + "checkJs": true, + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "skipLibCheck": true, + "sourceMap": true, + "strict": true + } + // Path aliases are handled by https://kit.svelte.dev/docs/configuration#alias + // + // If you want to overwrite includes/excludes, make sure to copy over the relevant includes/excludes + // from the referenced tsconfig.json - TypeScript does not merge them in +} diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts new file mode 100644 index 0000000000000000000000000000000000000000..cdd6d22facd0678873b53b3bf3c7905c6a5ad17c --- /dev/null +++ b/frontend/vite.config.ts @@ -0,0 +1,15 @@ +import { sveltekit } from '@sveltejs/kit/vite'; +import { defineConfig } from 'vite'; + +export default defineConfig({ + plugins: [sveltekit()], + server: { + proxy: { + '/api': 'http://localhost:7860', + '/api/ws': { + target: 'ws://localhost:7860', + ws: true + } + }, + } +}); \ No newline at end of file diff --git a/main.py b/main.py new file mode 100644 index 0000000000000000000000000000000000000000..5c34c36dc71b2eb0629782cff52709df228b3711 --- /dev/null +++ b/main.py @@ -0,0 +1,193 @@ +from fastapi import FastAPI, WebSocket, HTTPException, WebSocketDisconnect +from fastapi.responses import StreamingResponse, JSONResponse +from fastapi.middleware.cors import CORSMiddleware +from fastapi.staticfiles import StaticFiles +from fastapi import Request + +import markdown2 + +import logging +import uuid +import time +from types import SimpleNamespace +import asyncio +import os +import time +import mimetypes +import torch + +from config import config, Args +from util import pil_to_frame, bytes_to_pil, is_firefox +from connection_manager import ConnectionManager, ServerFullException +from vid2vid import Pipeline + +# fix mime error on windows +mimetypes.add_type("application/javascript", ".js") + +THROTTLE = 1.0 / 120 +# logging.basicConfig(level=logging.DEBUG) + + +class App: + def __init__(self, config: Args, pipeline): + self.args = config + self.pipeline = pipeline + self.app = FastAPI() + self.conn_manager = ConnectionManager() + self.init_app() + + def init_app(self): + self.app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], + ) + + @self.app.websocket("/api/ws/{user_id}") + async def websocket_endpoint(user_id: uuid.UUID, websocket: WebSocket): + try: + await self.conn_manager.connect( + user_id, websocket, self.args.max_queue_size + ) + await handle_websocket_data(user_id) + except ServerFullException as e: + logging.error(f"Server Full: {e}") + finally: + await self.conn_manager.disconnect(user_id) + logging.info(f"User disconnected: {user_id}") + + async def handle_websocket_data(user_id: uuid.UUID): + if not self.conn_manager.check_user(user_id): + return HTTPException(status_code=404, detail="User not found") + last_time = time.time() + try: + while True: + if ( + self.args.timeout > 0 + and time.time() - last_time > self.args.timeout + ): + await self.conn_manager.send_json( + user_id, + { + "status": "timeout", + "message": "Your session has ended", + }, + ) + await self.conn_manager.disconnect(user_id) + return + data = await self.conn_manager.receive_json(user_id) + if data["status"] != "next_frame": + asyncio.sleep(THROTTLE) + continue + + params = await self.conn_manager.receive_json(user_id) + params = pipeline.InputParams(**params) + info = pipeline.Info() + params = SimpleNamespace(**params.dict()) + if info.input_mode == "image": + image_data = await self.conn_manager.receive_bytes(user_id) + if len(image_data) == 0: + await self.conn_manager.send_json( + user_id, {"status": "send_frame"} + ) + await asyncio.sleep(THROTTLE) + continue + params.image = bytes_to_pil(image_data) + await self.conn_manager.update_data(user_id, params) + await self.conn_manager.send_json(user_id, {"status": "wait"}) + + except Exception as e: + logging.error(f"Websocket Error: {e}, {user_id} ") + await self.conn_manager.disconnect(user_id) + + @self.app.get("/api/queue") + async def get_queue_size(): + queue_size = self.conn_manager.get_user_count() + return JSONResponse({"queue_size": queue_size}) + + @self.app.get("/api/stream/{user_id}") + async def stream(user_id: uuid.UUID, request: Request): + try: + + async def generate(): + last_params = SimpleNamespace() + while True: + last_time = time.time() + params = await self.conn_manager.get_latest_data(user_id) + if not vars(params) or params.__dict__ == last_params.__dict__: + await self.conn_manager.send_json( + user_id, {"status": "send_frame"} + ) + continue + + last_params = params + image = pipeline.predict(params) + if image is None: + await self.conn_manager.send_json( + user_id, {"status": "send_frame"} + ) + continue + frame = pil_to_frame(image) + yield frame + # https://bugs.chromium.org/p/chromium/issues/detail?id=1250396 + if not is_firefox(request.headers["user-agent"]): + yield frame + await self.conn_manager.send_json( + user_id, {"status": "send_frame"} + ) + if self.args.debug: + print(f"Time taken: {time.time() - last_time}") + + return StreamingResponse( + generate(), + media_type="multipart/x-mixed-replace;boundary=frame", + headers={"Cache-Control": "no-cache"}, + ) + except Exception as e: + logging.error(f"Streaming Error: {e}, {user_id} ") + return HTTPException(status_code=404, detail="User not found") + + # route to setup frontend + @self.app.get("/api/settings") + async def settings(): + info_schema = pipeline.Info.schema() + info = pipeline.Info() + if info.page_content: + page_content = markdown2.markdown(info.page_content) + + input_params = pipeline.InputParams.schema() + return JSONResponse( + { + "info": info_schema, + "input_params": input_params, + "max_queue_size": self.args.max_queue_size, + "page_content": page_content if info.page_content else "", + } + ) + + if not os.path.exists("./frontend/public"): + os.makedirs("./frontend/public") + + self.app.mount( + "/", StaticFiles(directory="./frontend/public", html=True), name="public" + ) + + +device = torch.device("cuda" if torch.cuda.is_available() else "cpu") +torch_dtype = torch.float16 +pipeline = Pipeline(config, device, torch_dtype) +app = App(config, pipeline).app + +if __name__ == "__main__": + import uvicorn + + uvicorn.run( + "main:app", + host=config.host, + port=config.port, + reload=config.reload, + ssl_certfile=config.ssl_certfile, + ssl_keyfile=config.ssl_keyfile, + ) diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b05f95f825db8e3b06fa18bf0fc7827371fb564 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,14 @@ +diffusers==0.27.0 +transformers==4.35.2 +--extra-index-url https://download.pytorch.org/whl/cu121; +torch +fastapi==0.104.1 +uvicorn[standard]==0.24.0.post1 +Pillow==10.1.0 +accelerate==0.24.0 +compel==2.0.2 +controlnet-aux==0.0.7 +peft==0.6.0 +xformers; sys_platform != 'darwin' or platform_machine != 'arm64' +markdown2 +stable_fast @ https://github.com/chengzeyi/stable-fast/releases/download/v0.0.15.post1/stable_fast-0.0.15.post1+torch211cu121-cp310-cp310-manylinux2014_x86_64.whl; sys_platform=='linux' \ No newline at end of file diff --git a/start.sh b/start.sh new file mode 100755 index 0000000000000000000000000000000000000000..162c70be4b8dc0501ad046f0e65b58156a96fc96 --- /dev/null +++ b/start.sh @@ -0,0 +1,11 @@ +#!/bin/bash +cd frontend +npm install +npm run build +if [ $? -eq 0 ]; then + echo -e "\033[1;32m\nfrontend build success \033[0m" +else + echo -e "\033[1;31m\nfrontend build failed\n\033[0m" >&2 exit 1 +fi +cd ../ +python3 main.py --port 7860 --host 0.0.0.0 diff --git a/util.py b/util.py new file mode 100644 index 0000000000000000000000000000000000000000..e1c926ab7a54072d73b9db9e309f355ca274edac --- /dev/null +++ b/util.py @@ -0,0 +1,42 @@ +from importlib import import_module +from types import ModuleType +from typing import Dict, Any +from pydantic import BaseModel as PydanticBaseModel, Field +from PIL import Image +import io + + +def get_pipeline_class(pipeline_name: str) -> ModuleType: + try: + module = import_module(f"pipelines.{pipeline_name}") + except ModuleNotFoundError: + raise ValueError(f"Pipeline {pipeline_name} module not found") + + pipeline_class = getattr(module, "Pipeline", None) + + if pipeline_class is None: + raise ValueError(f"'Pipeline' class not found in module '{pipeline_name}'.") + + return pipeline_class + + +def bytes_to_pil(image_bytes: bytes) -> Image.Image: + image = Image.open(io.BytesIO(image_bytes)) + return image + + +def pil_to_frame(image: Image.Image) -> bytes: + frame_data = io.BytesIO() + image.save(frame_data, format="JPEG") + frame_data = frame_data.getvalue() + return ( + b"--frame\r\n" + + b"Content-Type: image/jpeg\r\n" + + f"Content-Length: {len(frame_data)}\r\n\r\n".encode() + + frame_data + + b"\r\n" + ) + + +def is_firefox(user_agent: str) -> bool: + return "Firefox" in user_agent diff --git a/vid2vid.py b/vid2vid.py new file mode 100644 index 0000000000000000000000000000000000000000..d0add3a5c8272ca56bb676900897f06bde6f71a0 --- /dev/null +++ b/vid2vid.py @@ -0,0 +1,168 @@ +import sys +import os + +sys.path.append( + os.path.join( + os.path.dirname(__file__), + "..", + ) +) + +from utils.wrapper import StreamV2VWrapper + +import torch + +from config import Args +from pydantic import BaseModel, Field +from PIL import Image +import math + +base_model = "runwayml/stable-diffusion-v1-5" + +default_prompt = "A man is talking" + +page_content = """

StreamV2V

+

+ This demo showcases + StreamV2V + +video-to-video pipeline using + 4-step LCM LORA with a MJPEG stream server. +

+

+The base model is SD 1.5. We also build in some LORAs + for better stylization. +

+""" + + +class Pipeline: + class Info(BaseModel): + name: str = "StreamV2V" + input_mode: str = "image" + page_content: str = page_content + + class InputParams(BaseModel): + prompt: str = Field( + default_prompt, + title="Prompt", + field="textarea", + id="prompt", + ) + # negative_prompt: str = Field( + # default_negative_prompt, + # title="Negative Prompt", + # field="textarea", + # id="negative_prompt", + # ) + width: int = Field( + 512, min=2, max=15, title="Width", disabled=True, hide=True, id="width" + ) + height: int = Field( + 512, min=2, max=15, title="Height", disabled=True, hide=True, id="height" + ) + + def __init__(self, args: Args, device: torch.device, torch_dtype: torch.dtype): + params = self.InputParams() + + self.stream = StreamV2VWrapper( + model_id_or_path=base_model, + t_index_list=[30, 35, 40, 45], + frame_buffer_size=1, + width=params.width, + height=params.height, + warmup=10, + acceleration=args.acceleration, + do_add_noise=True, + output_type="pil", + use_denoising_batch=True, + use_cached_attn=True, + use_feature_injection=True, + feature_injection_strength=0.8, + feature_similarity_threshold=0.98, + cache_interval=4, + cache_maxframes=1, + use_tome_cache=True, + seed=1, + ) + self._init_lora() + self.last_prompt = default_prompt + self.stream.prepare( + prompt=default_prompt, + num_inference_steps=50, + guidance_scale=1.0, + ) + + self.lora_active = False + self.lora_trigger_words = ['pixelart', 'pixel art', 'Pixel art', 'PixArFK' + 'lowpoly', 'low poly', 'Low poly', + 'Claymation', 'claymation', + 'crayons', 'Crayons', 'crayons doodle', 'Crayons doodle', + 'sketch', 'Sketch', 'pencil drawing', 'Pencil drawing', + 'oil painting', 'Oil painting'] + + def _init_lora(self): + self.stream.stream.load_lora("./lora_weights/PixelArtRedmond15V-PixelArt-PIXARFK.safetensors", adapter_name='pixelart') + self.stream.stream.load_lora("./lora_weights/low_poly.safetensors", adapter_name='lowpoly') + self.stream.stream.load_lora("./lora_weights/Claymation.safetensors", adapter_name='claymation') + self.stream.stream.load_lora("./lora_weights/doodle.safetensors", adapter_name='crayons') + self.stream.stream.load_lora("./lora_weights/Sketch_offcolor.safetensors", adapter_name='sketch') + self.stream.stream.load_lora("./lora_weights/bichu-v0612.safetensors", adapter_name='oilpainting') + + def _activate_lora(self, prompt: str): + + if any(word in prompt for word in ['pixelart', 'pixel art', 'Pixel art', 'PixArFK']): + self.stream.stream.pipe.set_adapters(["lcm", "pixelart"], adapter_weights=[1.0, 1.0]) + print("Use LORA: pixelart in ./lora_weights/PixelArtRedmond15V-PixelArt-PIXARFK.safetensors") + elif any(word in prompt for word in ['lowpoly', 'low poly', 'Low poly']): + self.stream.stream.pipe.set_adapters(["lcm", "lowpoly"], adapter_weights=[1.0, 1.0]) + print("Use LORA: lowpoly in ./lora_weights/low_poly.safetensors") + elif any(word in prompt for word in ['Claymation', 'claymation']): + self.stream.stream.pipe.set_adapters(["lcm", "claymation"], adapter_weights=[1.0, 1.0]) + print("Use LORA: claymation in ./lora_weights/Claymation.safetensors") + elif any(word in prompt for word in ['crayons', 'Crayons', 'crayons doodle', 'Crayons doodle']): + self.stream.stream.pipe.set_adapters(["lcm", "crayons"], adapter_weights=[1.0, 1.0]) + print("Use LORA: crayons in ./lora_weights/doodle.safetensors") + elif any(word in prompt for word in ['sketch', 'Sketch', 'pencil drawing', 'Pencil drawing']): + self.stream.stream.pipe.set_adapters(["lcm", "sketch"], adapter_weights=[1.0, 1.0]) + print("Use LORA: sketch in ./lora_weights/Sketch_offcolor.safetensors") + elif any(word in prompt for word in ['oil painting', 'Oil painting']): + self.stream.stream.pipe.set_adapters(["lcm", "oilpainting"], adapter_weights=[1.0, 1.0]) + print("Use LORA: oilpainting in ./lora_weights/bichu-v0612.safetensors") + + def _deactivate_lora(self): + self.stream.stream.pipe.set_adapters("lcm") + print("Deactivate LORA, back to SD1.5") + + def _check_trigger_words(self, prompt: str): + return any(word in prompt for word in self.lora_trigger_words) + + def predict(self, params: "Pipeline.InputParams") -> Image.Image: + + if self._check_trigger_words(params.prompt): + if not self.lora_active: + self._activate_lora(params.prompt) + self.lora_active = True + else: + if self.lora_active: + self._deactivate_lora() + self.lora_active = False + + image_tensor = self.stream.preprocess_image(params.image) + output_image = self.stream(image=image_tensor, prompt=params.prompt) + + return output_image