mirror of
https://github.com/Unstructured-IO/unstructured.git
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331c7faf38
* split dependencies by document type * make pip-compile with new requirements * add extra requirements to setup.py * add in all docs; re pip-compile * extra for all docs * add pandas to xlsx * dependency requires for tsv and csv * handling for doc, docx and odt * dependency check for pypandoc * required dependencies for pandoc files * xml and html * markdown * msg * add in pdf * add in pptx * add in excel * add lxml as base req * extra all docs for local inference * local inference installs all * pin pillow version * fixes for plain text tests * fixes for doc * update make commands * changelog and version * add xlrd * update pip-compile * pin numpy for python 3.8 support * more constraints * contraint on scipy * update install docs * constrain ipython * add outlook to pip-compile * more ipython constraints * add extras to dockerfile * pin office365 client * few doc tweaks * types as strings * last pip-compile * re pip-comple * make tidy * make tidy
273 lines
9.7 KiB
Python
273 lines
9.7 KiB
Python
import os
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from tempfile import SpooledTemporaryFile
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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(
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"This is my first thought. This is my second thought.",
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style="Normal",
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)
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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_from_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_from_filename_with_metadata_filename(
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mock_document,
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expected_elements,
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tmpdir,
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):
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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, metadata_filename="test")
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assert elements == expected_elements
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assert all(element.metadata.filename == "test" for element in elements)
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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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assert 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_from_file_with_filter(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, libre_office_filter="MS Word 2007 XML")
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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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for element in elements:
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assert element.metadata.filename is None
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def test_partition_doc_from_file_with_no_filter(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, libre_office_filter=None)
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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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for element in elements:
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assert element.metadata.filename is None
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def test_partition_doc_from_file_with_metadata_filename(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, metadata_filename="test")
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for element in elements:
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assert element.metadata.filename == "test"
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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_from_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_from_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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def test_partition_doc_metadata_date(
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mocker,
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filename="example-docs/fake.doc",
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):
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mocked_last_modification_date = "2029-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.doc.get_last_modified_date",
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return_value=mocked_last_modification_date,
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)
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elements = partition_doc(filename=filename)
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assert elements[0].metadata.last_modified == mocked_last_modification_date
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def test_partition_doc_metadata_date_with_custom_metadata(
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mocker,
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filename="example-docs/fake.doc",
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):
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mocked_last_modification_date = "2029-07-05T09:24:28"
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expected_last_modified_date = "2020-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.doc.get_last_modified_date",
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return_value=mocked_last_modification_date,
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)
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elements = partition_doc(
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filename=filename,
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metadata_last_modified=expected_last_modified_date,
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)
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assert elements[0].metadata.last_modified == expected_last_modified_date
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def test_partition_doc_from_file_metadata_date(
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mocker,
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filename="example-docs/fake.doc",
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):
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mocked_last_modification_date = "2029-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.doc.get_last_modified_date_from_file",
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return_value=mocked_last_modification_date,
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)
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with open(filename, "rb") as f:
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elements = partition_doc(file=f)
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assert elements[0].metadata.last_modified == mocked_last_modification_date
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def test_partition_doc_from_file_metadata_date_with_custom_metadata(
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mocker,
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filename="example-docs/fake.doc",
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):
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mocked_last_modification_date = "2029-07-05T09:24:28"
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expected_last_modified_date = "2020-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.doc.get_last_modified_date_from_file",
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return_value=mocked_last_modification_date,
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)
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with open(filename, "rb") as f:
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elements = partition_doc(file=f, metadata_last_modified=expected_last_modified_date)
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assert elements[0].metadata.last_modified == expected_last_modified_date
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@pytest.mark.xfail(reason="handling of last_modified for file vs. filename to be refined later")
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def test_partition_doc_from_file_without_metadata_date(
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filename="example-docs/fake.doc",
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):
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"""Test partition_doc() with file that are not possible to get last modified date"""
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with open(filename, "rb") as f:
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sf = SpooledTemporaryFile()
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sf.write(f.read())
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sf.seek(0)
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elements = partition_doc(file=sf, metadata_date="2020-07-05")
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assert elements[0].metadata.date == "2020-07-05"
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