122 lines
4.0 KiB
Python

import os
from pathlib import Path
import dateutil.parser
import requests
from django.conf import settings
from documents.parsers import DocumentParser
from documents.parsers import make_thumbnail_from_pdf
from documents.parsers import ParseError
from tika import parser
class TikaDocumentParser(DocumentParser):
"""
This parser sends documents to a local tika server
"""
logging_name = "paperless.parsing.tika"
def get_thumbnail(self, document_path, mime_type, file_name=None):
if not self.archive_path:
self.archive_path = self.convert_to_pdf(document_path, file_name)
return make_thumbnail_from_pdf(
self.archive_path,
self.tempdir,
self.logging_group,
)
def extract_metadata(self, document_path, mime_type):
tika_server = settings.TIKA_ENDPOINT
# tika does not support a PathLike, only strings
# ensure this is a string
document_path = str(document_path)
try:
parsed = parser.from_file(document_path, tika_server)
except Exception as e:
self.log(
"warning",
f"Error while fetching document metadata for " f"{document_path}: {e}",
)
return []
return [
{
"namespace": "",
"prefix": "",
"key": key,
"value": parsed["metadata"][key],
}
for key in parsed["metadata"]
]
def parse(self, document_path: Path, mime_type, file_name=None):
self.log("info", f"Sending {document_path} to Tika server")
tika_server = settings.TIKA_ENDPOINT
# tika does not support a PathLike, only strings
# ensure this is a string
document_path = str(document_path)
try:
parsed = parser.from_file(document_path, tika_server)
except Exception as err:
raise ParseError(
f"Could not parse {document_path} with tika server at "
f"{tika_server}: {err}",
) from err
self.text = parsed["content"].strip()
try:
self.date = dateutil.parser.isoparse(parsed["metadata"]["Creation-Date"])
except Exception as e:
self.log(
"warning",
f"Unable to extract date for document " f"{document_path}: {e}",
)
self.archive_path = self.convert_to_pdf(document_path, file_name)
def convert_to_pdf(self, document_path, file_name):
pdf_path = os.path.join(self.tempdir, "convert.pdf")
gotenberg_server = settings.TIKA_GOTENBERG_ENDPOINT
url = gotenberg_server + "/forms/libreoffice/convert"
self.log("info", f"Converting {document_path} to PDF as {pdf_path}")
with open(document_path, "rb") as document_handle:
files = {
"files": (
file_name or os.path.basename(document_path),
document_handle,
),
}
headers = {}
data = {}
# Set the output format of the resulting PDF
# Valid inputs: https://gotenberg.dev/docs/modules/pdf-engines#uno
if settings.OCR_OUTPUT_TYPE in {"pdfa", "pdfa-2"}:
data["pdfFormat"] = "PDF/A-2b"
elif settings.OCR_OUTPUT_TYPE == "pdfa-1":
data["pdfFormat"] = "PDF/A-1a"
elif settings.OCR_OUTPUT_TYPE == "pdfa-3":
data["pdfFormat"] = "PDF/A-3b"
try:
response = requests.post(url, files=files, headers=headers, data=data)
response.raise_for_status() # ensure we notice bad responses
except Exception as err:
raise ParseError(
f"Error while converting document to PDF: {err}",
) from err
with open(pdf_path, "wb") as file:
file.write(response.content)
file.close()
return pdf_path