easydiffusion/main.py
2022-08-24 09:51:56 -04:00

57 lines
1.3 KiB
Python

from fastapi import FastAPI
from starlette.responses import FileResponse
from pydantic import BaseModel
import requests
LOCAL_SERVER_URL = 'http://stability-ai:5000'
PREDICT_URL = LOCAL_SERVER_URL + '/predictions'
app = FastAPI()
# defaults from https://huggingface.co/blog/stable_diffusion
class ImageRequest(BaseModel):
prompt: str
num_outputs: str = "1"
num_inference_steps: str = "50"
guidance_scale: str = "7.5"
width: str = "512"
height: str = "512"
seed: str = "30000"
@app.get('/')
def read_root():
return FileResponse('index.html')
@app.get('/ping')
async def ping():
try:
requests.get(LOCAL_SERVER_URL)
return {'OK'}
except:
return {'ERROR'}
@app.post('/image')
async def image(req : ImageRequest):
data = {
"input": {
"prompt": req.prompt,
"num_outputs": req.num_outputs,
"num_inference_steps": req.num_inference_steps,
"width": req.width,
"height": req.height,
"seed": req.seed,
"guidance_scale": req.guidance_scale,
}
}
if req.seed == "-1":
del data['input']['seed']
res = requests.post(PREDICT_URL, json=data)
return res.json()
@app.get('/ding.mp3')
def read_root():
return FileResponse('ding.mp3')