mirror of https://github.com/vladmandic/automatic
70 lines
2.1 KiB
Python
Executable File
70 lines
2.1 KiB
Python
Executable File
#!/usr/bin/env python
|
|
import io
|
|
import os
|
|
import sys
|
|
import base64
|
|
import logging
|
|
import requests
|
|
from PIL import Image
|
|
|
|
sd_url = os.environ.get('SDAPI_URL', "http://127.0.0.1:7860")
|
|
sd_username = os.environ.get('SDAPI_USR', None)
|
|
sd_password = os.environ.get('SDAPI_PWD', None)
|
|
|
|
logging.basicConfig(level = logging.INFO, format = '%(asctime)s %(levelname)s: %(message)s')
|
|
log = logging.getLogger(__name__)
|
|
|
|
filename='/tmp/simple-txt2img.jpg'
|
|
model = None # desired model name, will be set if not none
|
|
options = {
|
|
"prompt": "city at night",
|
|
"negative_prompt": "foggy, blurry",
|
|
"steps": 20,
|
|
"batch_size": 1,
|
|
"n_iter": 1,
|
|
"seed": -1,
|
|
"sampler_name": "UniPC",
|
|
"cfg_scale": 6,
|
|
"width": 512,
|
|
"height": 512,
|
|
"save_images": False,
|
|
"send_images": True,
|
|
}
|
|
|
|
def auth():
|
|
if sd_username is not None and sd_password is not None:
|
|
return requests.auth.HTTPBasicAuth(sd_username, sd_password)
|
|
return None
|
|
|
|
|
|
def post(endpoint: str, dct: dict = None):
|
|
req = requests.post(f'{sd_url}{endpoint}', json = dct, timeout=300, verify=False, auth=auth())
|
|
if req.status_code != 200:
|
|
return { 'error': req.status_code, 'reason': req.reason, 'url': req.url }
|
|
else:
|
|
return req.json()
|
|
|
|
|
|
def generate(num: int = 0):
|
|
log.info(f'sending generate request: {num+1} {options}')
|
|
if model is not None:
|
|
post('/sdapi/v1/options', { 'sd_model_checkpoint': model })
|
|
post('/sdapi/v1/reload-checkpoint') # needed if running in api-only to trigger new model load
|
|
data = post('/sdapi/v1/txt2img', options)
|
|
if 'images' in data:
|
|
for i in range(len(data['images'])):
|
|
b64 = data['images'][i].split(',',1)[0]
|
|
image = Image.open(io.BytesIO(base64.b64decode(b64)))
|
|
image.save(filename)
|
|
log.info(f'received image: size={image.size} file={filename}')
|
|
else:
|
|
log.warning(f'no images received: {data}')
|
|
|
|
|
|
if __name__ == "__main__":
|
|
sys.argv.pop(0)
|
|
repeats = int(''.join(sys.argv) or '1')
|
|
log.info(f'repeats: {repeats}')
|
|
for n in range(repeats):
|
|
generate(n)
|