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Junathan Richie commited on
Commit ·
fc3eb6d
1
Parent(s): 5a16251
refactor: adjust python client example
Browse files- python_client.py +12 -1
python_client.py
CHANGED
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@@ -3,10 +3,21 @@ import base64
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from PIL import Image
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from io import BytesIO
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import matplotlib.pyplot as plt
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with open('glioma.jpg', 'rb') as f:
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files = {'file': ('glioma.jpg', f, 'image/jpeg')}
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response = requests.post('
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result = response.json()
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from PIL import Image
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from io import BytesIO
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import matplotlib.pyplot as plt
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import argparse
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parser = argparse.ArgumentParser(description="Client for FastAPI image inference")
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parser.add_argument("--env", '-e', type=str, default="local", help="Environment: local or deployed")
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args = parser.parse_args()
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if args.env == "local":
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FASTAPI_URL = "http://localhost:8000"
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elif args.env == "deployed":
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FASTAPI_URL = "https://riciii7-tumor-detection-fastapi.hf.space"
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else:
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raise ValueError("Invalid environment. Choose 'local' or 'deployed'.")
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with open('glioma.jpg', 'rb') as f:
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files = {'file': ('glioma.jpg', f, 'image/jpeg')}
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response = requests.post(f'{FASTAPI_URL}/inference', files=files)
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result = response.json()
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