#!/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()