mirror of
https://github.com/vladmandic/sdnext.git
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65 lines
2.0 KiB
Python
Executable File
65 lines
2.0 KiB
Python
Executable File
#!/usr/bin/env python
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import os
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import time
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import base64
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import logging
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import argparse
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import requests
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import urllib3
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sd_url = os.environ.get('SDAPI_URL', "http://127.0.0.1:7860")
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sd_username = os.environ.get('SDAPI_USR', None)
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sd_password = os.environ.get('SDAPI_PWD', None)
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logging.basicConfig(level = logging.INFO, format = '%(asctime)s %(levelname)s: %(message)s')
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log = logging.getLogger(__name__)
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urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
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def auth():
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if sd_username is not None and sd_password is not None:
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return requests.auth.HTTPBasicAuth(sd_username, sd_password)
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return None
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def get(endpoint: str, dct: dict = None):
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req = requests.get(f'{sd_url}{endpoint}', json=dct, timeout=300, verify=False, auth=auth())
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if req.status_code != 200:
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return { 'error': req.status_code, 'reason': req.reason, 'url': req.url }
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else:
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return req.json()
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def post(endpoint: str, dct: dict = None):
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req = requests.post(f'{sd_url}{endpoint}', json = dct, timeout=300, verify=False, auth=auth())
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if req.status_code != 200:
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return { 'error': req.status_code, 'reason': req.reason, 'url': req.url }
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else:
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return req.json()
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def info(args): # pylint: disable=redefined-outer-name
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t0 = time.time()
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with open(args.input, 'rb') as f:
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content = f.read()
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dct = { 'image': base64.b64encode(content).decode() }
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if args.model is not None:
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dct['model'] = args.model
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if args.question is not None:
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dct['question'] = args.question
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data = post('/sdapi/v1/vqa', dct)
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t1 = time.time()
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log.info(f'answer: {data} time={t1-t0:.2f}')
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if __name__ == "__main__":
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parser = argparse.ArgumentParser(description = 'api-vqa')
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parser.add_argument('--input', required=True, help='input image')
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parser.add_argument('--model', required=False, help='vqa model')
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parser.add_argument('--question', required=False, help='question')
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args = parser.parse_args()
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log.info(f'api-vqa: {args}')
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info(args)
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