Spaces:
Sleeping
Sleeping
Lucas ARRIESSE
commited on
Commit
·
5f1cdfa
1
Parent(s):
d2dc29e
Use single method for retrieving TDocs + prepare code to refine
Browse files- api/docs.py +62 -69
api/docs.py
CHANGED
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@@ -1,4 +1,6 @@
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import asyncio
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from typing import Dict, List, Literal, Tuple
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from fastapi.routing import APIRouter
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import logging
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@@ -12,6 +14,7 @@ import requests
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import subprocess
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import pandas as pd
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import re
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from lxml import etree
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from bs4 import BeautifulSoup
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from fastapi import Depends, BackgroundTasks, HTTPException, Request
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@@ -33,14 +36,54 @@ NSMAP = {
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# ================================== Converting of files to .txt ====================================
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def get_docx_archive(url: str) -> zipfile.ZipFile:
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"""Récupère le docx depuis l'URL et le retourne comme objet ZipFile"""
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if not url.endswith("zip"):
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raise ValueError("URL doit pointer vers un fichier ZIP")
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doc_id = os.path.splitext(os.path.basename(url))[0]
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resp = requests.get(url, verify=False, headers={
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"User-Agent": 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
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})
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resp.raise_for_status()
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with zipfile.ZipFile(io.BytesIO(resp.content)) as zf:
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@@ -49,28 +92,9 @@ def get_docx_archive(url: str) -> zipfile.ZipFile:
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docx_bytes = zf.read(file_name)
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return zipfile.ZipFile(io.BytesIO(docx_bytes))
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elif file_name.endswith(".doc"):
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-
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-
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with open(input_path, "wb") as f:
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f.write(docx_bytes)
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subprocess.run([
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"libreoffice",
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"--headless",
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"--convert-to", "docx",
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"--outdir", "/tmp",
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input_path
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], check=True)
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with open(output_path, "rb") as f:
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docx_bytes = f.read()
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-
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os.remove(input_path)
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os.remove(output_path)
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return zipfile.ZipFile(io.BytesIO(docx_bytes))
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raise ValueError("Aucun fichier docx/doc trouvé dans l'archive")
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@@ -107,7 +131,7 @@ def clean_document_xml(root: etree._Element) -> None:
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parent.remove(elem)
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def create_modified_docx(original_zip: zipfile.ZipFile, modified_root: etree._Element) ->
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"""Crée un nouveau docx avec le XML modifié"""
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output = io.BytesIO()
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@@ -127,33 +151,24 @@ def create_modified_docx(original_zip: zipfile.ZipFile, modified_root: etree._El
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new_zip.writestr('word/document.xml', xml_str)
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output.seek(0)
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return output
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def docx_to_txt(doc_id: str, url: str):
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docx_zip = get_docx_archive(url)
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root = parse_document_xml(docx_zip)
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clean_document_xml(root)
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modified_bytes = create_modified_docx(docx_zip, root)
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-
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with open(input_path, "wb") as f:
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f.write(modified_bytes)
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-
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"libreoffice",
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"--headless",
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"--convert-to", "txt",
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"--outdir", "/tmp",
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input_path
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], check=True)
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-
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os.remove(input_path)
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os.remove(output_path)
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return txt_data
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@@ -255,27 +270,6 @@ def download_tdocs(req: DocDownloadRequest):
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logging.info(f"Downloading TDocs: {document_ids}")
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# Retrieve all doc URLs to download
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doc_urls_req = requests.post(DOC_FINDER_BASE_URL + "find/batch",
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headers={
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"Content-Type": "application/json"
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},
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data=json.dumps({
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"doc_ids": document_ids
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}),
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verify=False)
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doc_urls_req.raise_for_status()
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doc_urls = doc_urls_req.json()
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# early check to bail out if no doc is available.
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if len(doc_urls["results"]) == 0:
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logging.warning(
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f"Got no URL results for docs {document_ids}. 3GPP index may not be up to date")
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raise HTTPException(
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status_code=501, detail="Got no URL results for docs {documents}. 3GPP index may not be up to date")
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documents_content: Dict[str, bytes] = {}
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failed_documents: List[str] = []
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@@ -292,18 +286,17 @@ def download_tdocs(req: DocDownloadRequest):
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"utf-8")
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return False, error_message
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for
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success, content = _process_single_document(
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documents_content[
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if not success:
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failed_documents.append(doc_id)
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# sanity check to ensure all requested documents are accounted for, adding error messages for any missing ones
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for requested_doc_id in document_ids:
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if requested_doc_id not in documents_content:
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error_msg = (
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f"Failed to retrieve or process document '{requested_doc_id}'. "
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"The 3GPP index may not be up to date, or the document might be unavailable."
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).encode("utf-8")
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documents_content[requested_doc_id] = error_msg
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@@ -361,9 +354,9 @@ async def gen_reqs(req: ExtractRequirementsRequest, llm_router: Router = Depends
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try:
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full = "\n".join(docx_to_txt(doc_id, url))
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except Exception as e:
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return [DocRequirements(document=doc_id, context="
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try:
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await concurrency_sema.acquire()
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import asyncio
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from pathlib import Path
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import traceback
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from typing import Dict, List, Literal, Tuple
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from fastapi.routing import APIRouter
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import logging
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import subprocess
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import pandas as pd
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import re
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import tempfile
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from lxml import etree
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from bs4 import BeautifulSoup
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from fastapi import Depends, BackgroundTasks, HTTPException, Request
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# ================================== Converting of files to .txt ====================================
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def convert_file(contents: io.BytesIO, filename: str, input_ext: str, output_ext: str, filter: str = None) -> io.BytesIO:
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"""
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Converts the given file bytes using Libreoffice headless to the specified file type.
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Args:
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contents: File contents
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filename: File base name WITHOUT THE EXTENSION
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input_ext: Input extension (WITHOUT THE DOT)
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output_ext: Output extension (WITHOUT THE DOT)
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filter: The conversion filter to use.
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"""
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with tempfile.TemporaryDirectory() as tmpdir:
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dir_path = Path(tmpdir)
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input_file_path = dir_path / f"{filename}.{input_ext}"
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output_file_path = dir_path / f"{filename}.{output_ext}"
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# write the memory contents to the input file
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with open(input_file_path, "wb") as in_file:
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in_file.write(contents.read())
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out_bytes = io.BytesIO()
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# convert using libreoffice
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subprocess.run([
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"libreoffice",
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"--headless",
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"--convert-to", f"{output_ext}:{filter}" if filter else output_ext,
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"--outdir", tmpdir,
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input_file_path
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], check=True)
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with open(output_file_path, mode="rb") as out:
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out_bytes.write(out.read())
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out_bytes.seek(0)
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return out_bytes
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def get_docx_archive(url: str) -> zipfile.ZipFile:
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"""Récupère le docx depuis l'URL et le retourne comme objet ZipFile"""
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if not url.endswith("zip"):
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raise ValueError("URL doit pointer vers un fichier ZIP")
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doc_id = os.path.splitext(os.path.basename(url))[0]
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resp = requests.get(url, verify=False, headers={
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"User-Agent": 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36'
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})
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resp.raise_for_status()
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with zipfile.ZipFile(io.BytesIO(resp.content)) as zf:
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docx_bytes = zf.read(file_name)
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return zipfile.ZipFile(io.BytesIO(docx_bytes))
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elif file_name.endswith(".doc"):
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in_bytes = io.BytesIO(zf.read(file_name))
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docx_bytes = convert_file(in_bytes, doc_id, "doc", "docx")
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return zipfile.ZipFile(docx_bytes)
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raise ValueError("Aucun fichier docx/doc trouvé dans l'archive")
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parent.remove(elem)
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def create_modified_docx(original_zip: zipfile.ZipFile, modified_root: etree._Element) -> io.BytesIO:
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"""Crée un nouveau docx avec le XML modifié"""
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output = io.BytesIO()
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new_zip.writestr('word/document.xml', xml_str)
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output.seek(0)
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return output
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def docx_to_txt(doc_id: str, url: str) -> str:
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docx_zip = get_docx_archive(url)
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root = parse_document_xml(docx_zip)
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clean_document_xml(root)
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modified_bytes = create_modified_docx(docx_zip, root)
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final_bytes = convert_file(
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modified_bytes, f"{doc_id}", "docx", "txt")
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final_bytes_text = str(final_bytes.read(), encoding="utf-8")
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txt_data = [line.strip()
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for line in final_bytes_text.splitlines() if line.strip()]
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return txt_data
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logging.info(f"Downloading TDocs: {document_ids}")
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documents_content: Dict[str, bytes] = {}
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failed_documents: List[str] = []
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"utf-8")
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return False, error_message
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for doc in req.documents:
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success, content = _process_single_document(doc.document, doc.url)
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documents_content[doc.document] = content
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if not success:
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failed_documents.append(doc.doc_id)
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# sanity check to ensure all requested documents are accounted for, adding error messages for any missing ones
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for requested_doc_id in document_ids:
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if requested_doc_id not in documents_content:
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error_msg = (
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f"Failed to retrieve or process document '{requested_doc_id}'. "
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).encode("utf-8")
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documents_content[requested_doc_id] = error_msg
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try:
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full = "\n".join(docx_to_txt(doc_id, url))
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except Exception as e:
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fmt = "".join(traceback.format_exception(e))
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logging.error(f"Failed to process doc {doc_id} : {fmt}")
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return [DocRequirements(document=doc_id, context="Failed to process document", requirements=[])]
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try:
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await concurrency_sema.acquire()
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