# Copyright (c) 2024 Microsoft Corporation. # Licensed under the MIT License """A module containing 'TextFileReader' model.""" import logging from io import BytesIO from pathlib import Path from markitdown import MarkItDown, StreamInfo from graphrag_input.hashing import gen_sha512_hash from graphrag_input.input_reader import InputReader from graphrag_input.text_document import TextDocument logger = logging.getLogger(__name__) class MarkItDownFileReader(InputReader): """Reader implementation for any file type supported by markitdown. https://github.com/microsoft/markitdown """ async def read_file(self, path: str) -> list[TextDocument]: """Read a text file into a DataFrame of documents. Args: - path - The path to read the file from. Returns ------- - output - list with a TextDocument for each row in the file. """ bytes = await self._storage.get(path, encoding=self._encoding, as_bytes=True) md = MarkItDown() result = md.convert_stream( BytesIO(bytes), stream_info=StreamInfo(extension=Path(path).suffix) ) text = result.markdown document = TextDocument( id=gen_sha512_hash({"text": text}, ["text"]), title=result.title if result.title else str(Path(path).name), text=text, creation_date=await self._storage.get_creation_date(path), raw_data=None, ) return [document]