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104 lines
4.5 KiB
Python
104 lines
4.5 KiB
Python
from __future__ import annotations
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import os
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import tempfile
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from typing import IO, Any, Optional
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from unstructured.documents.elements import Element
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from unstructured.file_utils.model import FileType
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from unstructured.partition.common.common import convert_office_doc, exactly_one
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from unstructured.partition.common.metadata import get_last_modified_date
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from unstructured.partition.docx import partition_docx
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def partition_doc(
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filename: Optional[str] = None,
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file: Optional[IO[bytes]] = None,
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metadata_filename: Optional[str] = None,
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metadata_last_modified: Optional[str] = None,
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libre_office_filter: Optional[str] = "MS Word 2007 XML",
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**kwargs: Any,
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) -> list[Element]:
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"""Partitions Microsoft Word Documents in .doc format into its document elements.
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All parameters available on `partition_docx()` are also available here.
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Parameters
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----------
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filename
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A string defining the target filename path.
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file
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A file-like object using "rb" mode --> open(filename, "rb").
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metadata_last_modified
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The last modified date for the document.
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libre_office_filter
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The filter to use when coverting to .doc. The default is the
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filter that is required when using LibreOffice7. Pass in None
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if you do not want to apply any filter.
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languages
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User defined value for `metadata.languages` if provided. Otherwise language is detected
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using naive Bayesian filter via `langdetect`. Multiple languages indicates text could be
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in either language.
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Additional Parameters:
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detect_language_per_element
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Detect language per element instead of at the document level.
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starting_page_number
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Indicates what page number should be assigned to the first page in the document.
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This information will be reflected in elements' metadata and can be be especially
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useful when partitioning a document that is part of a larger document.
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"""
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exactly_one(filename=filename, file=file)
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last_modified = get_last_modified_date(filename) if filename else None
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# -- validate file-path when provided so we can provide a more meaningful error --
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if filename is not None and not os.path.exists(filename):
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raise ValueError(f"The file {filename} does not exist.")
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# -- `convert_office_doc` uses a command-line program that ships with LibreOffice to convert
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# -- from DOC -> DOCX. So both the source and the target need to be file-system files. Put
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# -- transient files in a temporary directory that is automatically removed so they don't
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# -- pile up.
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with tempfile.TemporaryDirectory() as target_dir:
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source_file_path = f"{target_dir}/document.doc" if file is not None else filename
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assert source_file_path is not None
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# -- when source is a file-like object, write it to the filesystem so the command-line
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# -- process can access it (CLI executes in different memory-space).
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if file is not None:
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with open(source_file_path, "wb") as f:
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f.write(file.read())
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# -- convert the .doc file to .docx. The resulting file takes the same base-name as the
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# -- source file and is written to `target_dir`.
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convert_office_doc(
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source_file_path,
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target_dir,
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target_format="docx",
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target_filter=libre_office_filter,
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)
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# -- compute the path of the resulting .docx document --
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_, filename_no_path = os.path.split(os.path.abspath(source_file_path))
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base_filename, _ = os.path.splitext(filename_no_path)
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target_file_path = os.path.join(target_dir, f"{base_filename}.docx")
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# -- and partition it. Note that `kwargs` is not passed which is a sketchy way to partially
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# -- disable post-partitioning processing (what the decorators do) so for example the
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# -- resulting elements are not double-chunked.
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elements = partition_docx(
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filename=target_file_path,
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metadata_filename=metadata_filename or filename,
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metadata_file_type=FileType.DOC,
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metadata_last_modified=metadata_last_modified or last_modified,
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**kwargs,
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)
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# -- Remove temporary document.docx path from metadata when necessary. Note `metadata_filename`
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# -- defaults to `None` but that's better than a meaningless temporary filename.
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if file:
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for element in elements:
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element.metadata.filename = metadata_filename
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return elements
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