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feature: add external pdf extract operator by using mineru (#36)
* feature: add UnstructuredFormatter * feature: add UnstructuredFormatter in db * feature: add unstructured[docx]==0.18.15 * feature: support doc * feature: add mineru * feature: add external pdf extract operator by using mineru * feature: mineru docker install bugfix --------- Co-authored-by: Startalker <438747480@qq.com>
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112
runtime/mineru/mineru_api.py
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112
runtime/mineru/mineru_api.py
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import shutil
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import time
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import uuid
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import os
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import click
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import uvicorn
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from pydantic import BaseModel
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from pathlib import Path
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from fastapi import FastAPI
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from fastapi.responses import JSONResponse
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from loguru import logger
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from mineru.cli.common import aio_do_parse, read_fn
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from mineru.cli.fast_api import get_infer_result
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# 日志配置
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LOG_DIR = "/var/log/datamate/mineru"
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os.makedirs(LOG_DIR, exist_ok=True)
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logger.add(
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f"{LOG_DIR}/mineru.log",
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format="{time:YYYY-MM-DD HH:mm:ss} | {level} | {name}:{function}:{line} - {message}",
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level="DEBUG",
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enqueue=True
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)
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app = FastAPI()
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class PDFParseRequest(BaseModel):
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source_path: str
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export_path: str
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@app.post(path="/api/pdf-extract")
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async def parse_pdf(request: PDFParseRequest):
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try:
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start = time.time()
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# 创建唯一的输出目录
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unique_id = str(uuid.uuid4())
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unique_dir = os.path.join(request.export_path, unique_id)
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os.makedirs(unique_dir, exist_ok=True)
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# 如果是PDF,使用read_fn处理
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file_path = Path(request.source_path)
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file_suffix = file_path.suffix.lower()
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if file_suffix == ".pdf":
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try:
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pdf_bytes = read_fn(file_path)
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pdf_name = file_path.stem
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pdf_bytes_list = [pdf_bytes]
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pdf_file_names = [pdf_name]
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except Exception as e:
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return JSONResponse(
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status_code=400,
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content={"error": f"Failed to load file: {str(e)}"}
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)
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else:
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return JSONResponse(
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status_code=400,
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content={"error": f"Unsupported file type: {file_suffix}"}
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)
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# 调用异步处理函数
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await aio_do_parse(
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output_dir=unique_dir,
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pdf_file_names=pdf_file_names,
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pdf_bytes_list=pdf_bytes_list,
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p_lang_list=["ch"],
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f_draw_layout_bbox=False,
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f_draw_span_bbox=False,
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f_dump_orig_pdf=False,
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)
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if os.getenv("MINERU_BACKEND_MODE").startswith("pipeline"):
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parse_dir = os.path.join(unique_dir, pdf_name, "auto")
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else:
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parse_dir = os.path.join(unique_dir, pdf_name, "vlm")
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content = ""
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if os.path.exists(parse_dir):
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content = get_infer_result(".md", pdf_name, parse_dir)
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if os.path.exists(unique_dir):
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try:
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shutil.rmtree(unique_dir)
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except Exception as e:
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logger.error(f"Failed to remove unique dir for {unique_id}: {str(e)}")
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logger.info(f"fileName: {file_path.name} costs {time.time() - start:.6f} s")
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return JSONResponse(status_code=200, content={"result": content})
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except Exception as e:
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logger.exception(e)
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return JSONResponse(
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status_code=500,
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content={"error": f"Failed to process file: {str(e)}"}
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)
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@click.command()
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@click.option('--ip', default='0.0.0.0', help='Service ip for this API, default to use 0.0.0.0.')
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@click.option('--port', default=9001, type=int, help='Service port for this API, default to use 8082.')
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def main(ip, port):
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"""Create API for Submitting Job to MinerU"""
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logger.info(f"Start MinerU FastAPI Service: http://{ip}:{port}")
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uvicorn.run(
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app,
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host=ip,
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port=port
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)
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if __name__ == "__main__":
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main()
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