#!/usr/bin/env python # Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import argparse import sys from pathlib import Path from paddlex_hps_client import triton_request, utils from tritonclient import grpc as triton_grpc def ensure_no_error(output, additional_msg): if output["errorCode"] != 0: print(additional_msg, file=sys.stderr) print(f"Error code: {output['errorCode']}", file=sys.stderr) print(f"Error message: {output['errorMsg']}", file=sys.stderr) sys.exit(1) def main(): parser = argparse.ArgumentParser() parser.add_argument("--file", type=str, required=True) parser.add_argument("--target-language", type=str, default="zh") 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, "doctrans-visual", input_) ensure_no_error(output, "Failed to analyze the images") result_visual = output["result"] markdown_list = [] for i, res in enumerate(result_visual["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 to be translated is saved at {md_dir / 'doc.md'}") del res["markdown"]["images"] markdown_list.append(res["markdown"]) 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}") input_ = { "markdownList": markdown_list, "targetLanguage": args.target_language, } output = triton_request(client, "doctrans-translate", input_) ensure_no_error(output, "Failed to translate the markdown") result_translate = output["result"] for i, res in enumerate(result_translate["translationResults"]): md_dir = Path(f"markdown_{i}") (md_dir / "doc_translated.md").write_text(res["markdown"]["text"]) print(f"Translated markdown document saved at {md_dir / 'doc_translated.md'}") if __name__ == "__main__": main()