Spaces:
Runtime error
Runtime error
File size: 2,715 Bytes
c19ca42 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 |
#!/usr/bin/env python
import io
import os
import time
import base64
import logging
import argparse
import requests
import urllib3
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__)
urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
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 get(endpoint: str, dct: dict = None):
req = requests.get(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 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 info(args): # pylint: disable=redefined-outer-name
t0 = time.time()
with open(args.input, 'rb') as f:
image = base64.b64encode(f.read()).decode()
if args.mask:
with open(args.mask, 'rb') as f:
mask = base64.b64encode(f.read()).decode()
else:
mask = None
options = get('/sdapi/v1/masking')
log.info(f'options: {options}')
req = {
'image': image,
'mask': mask,
'type': args.type or 'Composite',
'params': { 'auto_mask': 'Grayscale' if mask is None else None },
}
data = post('/sdapi/v1/mask', req)
t1 = time.time()
if 'mask' in data:
b64 = data['mask'].split(',',1)[0]
image = Image.open(io.BytesIO(base64.b64decode(b64)))
log.info(f'received image: size={image.size} time={t1-t0:.2f}')
if args.output:
image.save(args.output)
log.info(f'saved image: fn={args.output}')
else:
log.info(f'received: {data} time={t1-t0:.2f}')
if __name__ == "__main__":
parser = argparse.ArgumentParser(description = 'simple-info')
parser.add_argument('--input', required=True, help='input image')
parser.add_argument('--mask', required=False, help='input mask')
parser.add_argument('--type', required=False, help='output mask type')
parser.add_argument('--output', required=False, help='output image')
args = parser.parse_args()
log.info(f'info: {args}')
info(args)
|