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e9fdbb0943
* add include_metadata kwarg and tests to parsers add exclude_metadata to docx add test for doc to exclude metadata add include_metadata kwarg to email add include_metadata kwarg to epub add include_metadata kwarg to json add exclude_metadata tests to md add include_metadata kwarg and tests for msg parse add include_metadata kwarg and tests for odt parse add include_metadata kwarg and tests for org parse add include_metadata kwarg and tests for ppt and pptx parse add include_metadata kwarg and tests for rst parse add include_metadata kwarg and tests for rtf parse add include_metadata tests for text parse add include_metadata tests for tsv parse add include_metadata tests for xlsx parse add include_metadata tests for xml parse * WIP add include_metadata to partition_pdf * add include_metadata tests to partition_pdf * make tidy/check * update changelog and version * change test asserts and move docstring logic to process_metadata * make tidy * fix tests asserts * linting, linting, linting * sync versions * skip api call test not on main --------- Co-authored-by: Matt Robinson <mrobinson@unstructured.io> Co-authored-by: Matt Robinson <mrobinson@unstructuredai.io>
144 lines
5.3 KiB
Python
144 lines
5.3 KiB
Python
import os
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import docx
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import pytest
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from unstructured.documents.elements import (
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Address,
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ListItem,
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NarrativeText,
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Text,
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Title,
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)
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from unstructured.partition.common import convert_office_doc
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from unstructured.partition.doc import partition_doc
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from unstructured.partition.docx import partition_docx
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@pytest.fixture()
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def mock_document():
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document = docx.Document()
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document.add_paragraph("These are a few of my favorite things:", style="Heading 1")
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# NOTE(robinson) - this should get picked up as a list item due to the •
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document.add_paragraph("• Parrots", style="Normal")
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# NOTE(robinson) - this should get dropped because it's empty
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document.add_paragraph("• ", style="Normal")
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document.add_paragraph("Hockey", style="List Bullet")
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# NOTE(robinson) - this should get dropped because it's empty
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document.add_paragraph("", style="List Bullet")
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# NOTE(robinson) - this should get picked up as a title
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document.add_paragraph("Analysis", style="Normal")
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# NOTE(robinson) - this should get dropped because it is empty
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document.add_paragraph("", style="Normal")
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# NOTE(robinson) - this should get picked up as a narrative text
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document.add_paragraph("This is my first thought. This is my second thought.", style="Normal")
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document.add_paragraph("This is my third thought.", style="Body Text")
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# NOTE(robinson) - this should just be regular text
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document.add_paragraph("2023")
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# NOTE(robinson) - this should be an address
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document.add_paragraph("DOYLESTOWN, PA 18901")
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return document
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@pytest.fixture()
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def expected_elements():
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return [
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Title("These are a few of my favorite things:"),
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ListItem("Parrots"),
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ListItem("Hockey"),
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Title("Analysis"),
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NarrativeText("This is my first thought. This is my second thought."),
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NarrativeText("This is my third thought."),
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Text("2023"),
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Address("DOYLESTOWN, PA 18901"),
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]
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def test_partition_doc_with_filename(mock_document, expected_elements, tmpdir, capsys):
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docx_filename = os.path.join(tmpdir.dirname, "mock_document.docx")
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doc_filename = os.path.join(tmpdir.dirname, "mock_document.doc")
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mock_document.save(docx_filename)
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convert_office_doc(docx_filename, tmpdir.dirname, "doc")
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elements = partition_doc(filename=doc_filename)
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assert elements == expected_elements
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assert elements[0].metadata.filename == "mock_document.doc"
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assert elements[0].metadata.file_directory == tmpdir.dirname
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assert capsys.readouterr().out == ""
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assert capsys.readouterr().err == ""
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def test_partition_doc_matches_partition_docx(mock_document, expected_elements, tmpdir):
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docx_filename = os.path.join(tmpdir.dirname, "mock_document.docx")
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doc_filename = os.path.join(tmpdir.dirname, "mock_document.doc")
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mock_document.save(docx_filename)
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convert_office_doc(docx_filename, tmpdir.dirname, "doc")
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partition_doc(filename=doc_filename) == partition_docx(filename=docx_filename)
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def test_partition_raises_with_missing_doc(mock_document, expected_elements, tmpdir):
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doc_filename = os.path.join(tmpdir.dirname, "asdf.doc")
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with pytest.raises(ValueError):
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partition_doc(filename=doc_filename)
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def test_partition_doc_with_file(mock_document, expected_elements, tmpdir, capsys):
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docx_filename = os.path.join(tmpdir.dirname, "mock_document.docx")
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doc_filename = os.path.join(tmpdir.dirname, "mock_document.doc")
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mock_document.save(docx_filename)
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convert_office_doc(docx_filename, tmpdir.dirname, "doc")
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with open(doc_filename, "rb") as f:
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elements = partition_doc(file=f)
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assert elements == expected_elements
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assert capsys.readouterr().out == ""
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assert capsys.readouterr().err == ""
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def test_partition_doc_raises_with_both_specified(mock_document, tmpdir):
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docx_filename = os.path.join(tmpdir.dirname, "mock_document.docx")
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doc_filename = os.path.join(tmpdir.dirname, "mock_document.doc")
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mock_document.save(docx_filename)
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convert_office_doc(docx_filename, tmpdir.dirname, "doc")
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with open(doc_filename, "rb") as f, pytest.raises(ValueError):
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partition_doc(filename=doc_filename, file=f)
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def test_partition_doc_raises_with_neither():
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with pytest.raises(ValueError):
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partition_doc()
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def test_partition_doc_with_file_exclude_metadata(mock_document, tmpdir):
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docx_filename = os.path.join(tmpdir.dirname, "mock_document.docx")
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doc_filename = os.path.join(tmpdir.dirname, "mock_document.doc")
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mock_document.save(docx_filename)
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convert_office_doc(docx_filename, tmpdir.dirname, "doc")
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with open(doc_filename, "rb") as f:
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elements = partition_doc(file=f, include_metadata=False)
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assert elements[0].metadata.filetype is None
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assert elements[0].metadata.page_name is None
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assert elements[0].metadata.filename is None
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def test_partition_doc_with_filename_exclude_metadata(mock_document, tmpdir):
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docx_filename = os.path.join(tmpdir.dirname, "mock_document.docx")
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doc_filename = os.path.join(tmpdir.dirname, "mock_document.doc")
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mock_document.save(docx_filename)
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convert_office_doc(docx_filename, tmpdir.dirname, "doc")
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elements = partition_doc(filename=doc_filename, include_metadata=False)
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assert elements[0].metadata.filetype is None
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assert elements[0].metadata.page_name is None
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assert elements[0].metadata.filename is None
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