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September 27, 2021 17:16
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| #@title API Functions | |
| import clipit | |
| import torch | |
| from fastapi import FastAPI | |
| from fastapi.middleware.cors import CORSMiddleware | |
| from fastapi import FastAPI, File, UploadFile, Form, BackgroundTasks | |
| from fastapi.responses import FileResponse | |
| app = FastAPI() | |
| app.add_middleware( | |
| CORSMiddleware, | |
| allow_origins=['*'], | |
| allow_credentials=True, | |
| allow_methods=['*'], | |
| allow_headers=['*'], | |
| ) | |
| # define function to be run as background tasks | |
| def generate(email, settings): | |
| clipit.do_init(settings) | |
| clipit.do_run(settings) | |
| prompt = " | ".join(settings.prompts) | |
| email_results_mailgun(email, prompt) | |
| @app.get('/') | |
| async def root(): | |
| return {'hello': 'world'} | |
| @app.post("/generate") | |
| async def add_task( | |
| email: str, | |
| background_tasks: BackgroundTasks, | |
| seed: int = Form(None), | |
| iterations: int = Form(None), | |
| prompts: str = Form("Underwater City"), | |
| quality: str = Form("draft"), | |
| aspect: str = Form("square"), | |
| scale: float = Form(2.5), | |
| style: str = Form('image'), | |
| make_video: bool = Form(False), | |
| ): | |
| torch.cuda.empty_cache() | |
| clipit.reset_settings() | |
| use_pixeldraw = (style == 'Pixel Art') | |
| use_clipdraw = (style == 'Painting') | |
| clipit.add_settings(prompts=prompts, | |
| seed=seed, | |
| iterations=iterations, | |
| aspect=aspect, | |
| quality=quality, | |
| scale=scale, | |
| use_pixeldraw=use_pixeldraw, | |
| use_clipdraw=use_clipdraw, | |
| make_video=make_video) | |
| settings = clipit.apply_settings() | |
| # Run function as background task | |
| background_tasks.add_task(generate, email, settings) | |
| return {"message": "Task is processed in the background"} | |
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