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- #!/usr/bin/env python
- import argparse
- import sys
- from pathlib import Path
- from paddlex_hps_client import triton_request, utils
- from tritonclient import grpc as triton_grpc
- def main():
- parser = argparse.ArgumentParser()
- parser.add_argument("--file", type=str, required=True)
- parser.add_argument("--file-type", type=int, choices=[0, 1])
- parser.add_argument("--no-visualization", action="store_true")
- parser.add_argument("--url", type=str, default="localhost:8001")
- args = parser.parse_args()
- client = triton_grpc.InferenceServerClient(args.url)
- input_ = {"file": utils.prepare_input_file(args.file)}
- if args.file_type is not None:
- input_["fileType"] = args.file_type
- if args.no_visualization:
- input_["visualize"] = False
- output = triton_request(client, "layout-parsing", input_)
- if output["errorCode"] != 0:
- print(f"Error code: {output['errorCode']}", file=sys.stderr)
- print(f"Error message: {output['errorMsg']}", file=sys.stderr)
- sys.exit(1)
- result = output["result"]
- for i, res in enumerate(result["layoutParsingResults"]):
- print(res["prunedResult"])
- md_dir = Path(f"markdown_{i}")
- md_dir.mkdir(exist_ok=True)
- (md_dir / "doc.md").write_text(res["markdown"]["text"])
- for img_path, img in res["markdown"]["images"].items():
- img_path = md_dir / img_path
- img_path.parent.mkdir(parents=True, exist_ok=True)
- utils.save_output_file(img, img_path)
- print(f"Markdown document saved at {md_dir / 'doc.md'}")
- for img_name, img in res["outputImages"].items():
- img_path = f"{img_name}_{i}.jpg"
- utils.save_output_file(img, img_path)
- print(f"Output image saved at {img_path}")
- if __name__ == "__main__":
- main()
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