62 lines
1.5 KiB
Python
62 lines
1.5 KiB
Python
import argparse
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import base64
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import json
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from pathlib import Path
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from urllib import error, request
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def parse_args():
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parser = argparse.ArgumentParser(
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description="Send an image classification request to the local server."
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)
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parser.add_argument(
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"--url",
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default="http://127.0.0.1:8000/v1/classify",
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help="Classify endpoint URL.",
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)
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parser.add_argument(
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"--image",
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default="cats_image.jpeg",
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help="Image path to upload.",
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)
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return parser.parse_args()
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def main():
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args = parse_args()
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image_path = Path(args.image)
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if not image_path.exists():
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raise FileNotFoundError(f"image not found: {image_path}")
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payload = {
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"image": base64.b64encode(image_path.read_bytes()).decode("utf-8"),
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"image_name": image_path.name,
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}
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data = json.dumps(payload).encode("utf-8")
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req = request.Request(
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args.url,
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data=data,
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headers={"Content-Type": "application/json"},
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method="POST",
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)
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try:
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with request.urlopen(req) as resp:
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body = resp.read().decode("utf-8")
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print(f"status_code: {resp.status}")
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print("response:")
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print(body)
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except error.HTTPError as exc:
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body = exc.read().decode("utf-8", errors="replace")
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print(f"status_code: {exc.code}")
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print("response:")
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print(body)
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raise
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except error.URLError as exc:
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raise RuntimeError(f"request failed: {exc}") from exc
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if __name__ == "__main__":
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main()
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