Spaces:
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Sleeping
Lucas ARRIESSE
commited on
Commit
·
6607a5c
1
Parent(s):
46800f4
Make doc extraction async
Browse files- api/docs.py +57 -26
- app.py +1 -1
api/docs.py
CHANGED
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@@ -34,10 +34,13 @@ NSMAP = {
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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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@@ -46,6 +49,9 @@ def convert_file(contents: io.BytesIO, filename: str, input_ext: str, output_ext
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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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@@ -57,14 +63,35 @@ def convert_file(contents: io.BytesIO, filename: str, input_ext: str, output_ext
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out_bytes = io.BytesIO()
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#
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-
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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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]
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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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@@ -73,27 +100,31 @@ def convert_file(contents: io.BytesIO, filename: str, input_ext: str, output_ext
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return out_bytes
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def
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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 =
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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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for file_name in zf.namelist():
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if file_name.endswith(".docx"):
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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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@@ -157,11 +188,14 @@ def apply_docx_revisions(docx_zip: zipfile.ZipFile) -> io.BytesIO:
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return output
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def
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modified_bytes = apply_docx_revisions(docx_zip)
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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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@@ -262,7 +296,7 @@ async def get_docs_df(req: DataRequest, http_client: AsyncClient = Depends(get_h
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@router.post("/download_tdocs")
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def download_tdocs(req: DocDownloadRequest):
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"""Download the specified TDocs and zips them in a single archive"""
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# Document IDs to download
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@@ -270,31 +304,27 @@ def download_tdocs(req: DocDownloadRequest):
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logging.info(f"Downloading TDocs: {document_ids}")
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-
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failed_documents: List[str] = []
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-
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def _process_single_document(doc_id: str, doc_url: str) -> Tuple[bool, bytes]:
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"""Attempts to convert a document to text and returns success status and content."""
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try:
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text_lines =
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content_bytes = "\n".join(text_lines).encode("utf-8")
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return content_bytes
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except Exception as e:
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logging.warning(
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f"Failed to process document '{doc_id}' from URL '{doc_url}': {e}")
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error_message = f"Document '{doc_id}' text extraction failed: {e}".encode(
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"utf-8")
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return error_message
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for doc in req.documents
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content = _process_single_document(doc.document, doc.url)
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documents_content[doc.document] = content
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zip_buffer = io.BytesIO()
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with zipfile.ZipFile(zip_buffer, mode='w', compression=zipfile.ZIP_DEFLATED) as zip_file:
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for
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safe_filename = f"{doc_id}.txt"
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zip_file.writestr(safe_filename,
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zip_buffer.seek(0)
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@@ -316,7 +346,7 @@ class ProgressUpdate(BaseModel):
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@router.post("/generate_requirements/sse")
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async def gen_reqs(req: ExtractRequirementsRequest, llm_router: Router = Depends(get_llm_router)):
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"""Extract requirements from the specified xxxxCR docs using a LLM and returns SSE events about the progress of ongoing operations"""
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documents = req.documents
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@@ -337,7 +367,8 @@ async def gen_reqs(req: ExtractRequirementsRequest, llm_router: Router = Depends
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# convert the docx to txt for use
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try:
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-
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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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# ================================== Converting of files to .txt ====================================
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+
# Unfortunately needs to be kept to 1, as libreoffice isn't built to support parallel instances
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CONVERSION_MUTEX = asyncio.Semaphore(1)
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async 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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+
This is an asynchronous version.
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Args:
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contents: File contents
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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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+
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await CONVERSION_MUTEX.acquire()
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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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out_bytes = io.BytesIO()
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# construct the command
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command = [
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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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str(input_file_path) # Ensure path is a string for subprocess
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]
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# convert using libreoffice asynchronously
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process = await asyncio.create_subprocess_exec(
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*command,
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stdout=asyncio.subprocess.PIPE,
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stderr=asyncio.subprocess.PIPE
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)
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stdout, stderr = await process.communicate()
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exit_code = await process.wait()
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if exit_code != 0 and not output_file_path.exists():
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raise subprocess.CalledProcessError(
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exit_code,
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command,
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output=stdout,
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stderr=stderr
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)
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CONVERSION_MUTEX.release()
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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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return out_bytes
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async def get_doc_archive(url: str, client: AsyncClient) -> 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 = await client.get(url, 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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# there should be a single file per file
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for file_name in zf.namelist():
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if file_name.endswith(".docx"):
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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 = await convert_file(in_bytes, doc_id, "doc", "docx")
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return zipfile.ZipFile(docx_bytes)
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elif file_name.endswith(".pptx"):
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in_bytes = io.BytesIO(zf.read())
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raise ValueError("Aucun fichier docx/doc trouvé dans l'archive")
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return output
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async def doc_to_txt(doc_id: str, url: str, client: AsyncClient) -> str:
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# Grab the document archive
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docx_zip = await get_doc_archive(url, client)
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# Apply the docx_revisions if the
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modified_bytes = apply_docx_revisions(docx_zip)
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final_bytes = await 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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@router.post("/download_tdocs")
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async def download_tdocs(req: DocDownloadRequest, http_client: AsyncClient = Depends(get_http_client)):
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"""Download the specified TDocs and zips them in a single archive"""
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# Document IDs to download
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logging.info(f"Downloading TDocs: {document_ids}")
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async def _process_single_document(doc_id: str, doc_url: str) -> Tuple[bool, bytes]:
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"""Attempts to convert a document to text and returns success status and content."""
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try:
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text_lines = await doc_to_txt(doc_id, doc_url, http_client)
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content_bytes = "\n".join(text_lines).encode("utf-8")
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return {"doc_id": doc_id, "content": content_bytes}
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except Exception as e:
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logging.warning(
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f"Failed to process document '{doc_id}' from URL '{doc_url}': {e}")
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error_message = f"Document '{doc_id}' text extraction failed: {e}".encode(
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"utf-8")
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return {"doc_id": doc_id, "content": error_message}
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convert_tasks = await asyncio.gather(*[_process_single_document(doc.document, doc.url) for doc in req.documents], return_exceptions=False)
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zip_buffer = io.BytesIO()
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with zipfile.ZipFile(zip_buffer, mode='w', compression=zipfile.ZIP_DEFLATED) as zip_file:
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for task in convert_tasks:
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doc_id = task["doc_id"]
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safe_filename = f"{doc_id}.txt"
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zip_file.writestr(safe_filename, task["content"])
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zip_buffer.seek(0)
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@router.post("/generate_requirements/sse")
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async def gen_reqs(req: ExtractRequirementsRequest, llm_router: Router = Depends(get_llm_router), http_client: AsyncClient = Depends(get_http_client)):
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"""Extract requirements from the specified xxxxCR docs using a LLM and returns SSE events about the progress of ongoing operations"""
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documents = req.documents
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# convert the docx to txt for use
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try:
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doc = await doc_to_txt(doc_id, url, http_client)
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full = "\n".join(doc)
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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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app.py
CHANGED
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@@ -11,7 +11,7 @@ import api.solutions
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from dependencies import get_llm_router, get_prompt_templates, init_dependencies
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import api.docs
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import api.requirements
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-
from api.docs import
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from schemas import *
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import FileResponse, StreamingResponse
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from dependencies import get_llm_router, get_prompt_templates, init_dependencies
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import api.docs
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import api.requirements
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from api.docs import doc_to_txt
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from schemas import *
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import FileResponse, StreamingResponse
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