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**Summary** Improve element-type mapping for Chinese text. Fixes bug where Chinese text would produce large numbers of false-positive `Title` elements. Fixes #3084 --------- Co-authored-by: scanny <scanny@users.noreply.github.com> Co-authored-by: ryannikolaidis <1208590+ryannikolaidis@users.noreply.github.com>
225 lines
7.6 KiB
Python
225 lines
7.6 KiB
Python
# pyright: reportPrivateUsage=false
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"""Test suite for `unstructured.partition.odt` module."""
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from __future__ import annotations
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from typing import Any, Iterator
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import pytest
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from pytest_mock import MockFixture
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from test_unstructured.unit_utils import (
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ANY,
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FixtureRequest,
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assert_round_trips_through_JSON,
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example_doc_path,
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method_mock,
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)
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from unstructured.chunking.basic import chunk_elements
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from unstructured.documents.elements import (
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CompositeElement,
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Element,
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Table,
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TableChunk,
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Text,
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)
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from unstructured.partition.docx import partition_docx
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from unstructured.partition.odt import partition_odt
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from unstructured.partition.utils.constants import UNSTRUCTURED_INCLUDE_DEBUG_METADATA
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def test_partition_odt_matches_partition_docx():
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odt_file_path = example_doc_path("simple.odt")
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docx_file_path = example_doc_path("simple.docx")
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assert partition_odt(odt_file_path) == partition_docx(docx_file_path)
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# -- document-source (file or filename) ----------------------------------------------------------
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def test_partition_odt_from_filename():
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elements = partition_odt(example_doc_path("fake.odt"))
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assert elements == [
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Text("Lorem ipsum dolor sit amet."),
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Table(
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"Header row Mon Wed Fri"
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" Color Blue Red Green"
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" Time 1pm 2pm 3pm"
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" Leader Sarah Mark Ryan"
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),
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]
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assert all(e.metadata.filename == "fake.odt" for e in elements)
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if UNSTRUCTURED_INCLUDE_DEBUG_METADATA:
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# -- document is ultimately partitioned by partition_docx() --
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assert {e.metadata.detection_origin for e in elements} == {"docx"}
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def test_partition_odt_from_file():
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with open(example_doc_path("fake.odt"), "rb") as f:
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elements = partition_odt(file=f)
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assert elements == [
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Text("Lorem ipsum dolor sit amet."),
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Table(
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"Header row Mon Wed Fri"
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" Color Blue Red Green"
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" Time 1pm 2pm 3pm"
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" Leader Sarah Mark Ryan"
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),
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]
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# -- .metadata.filename --------------------------------------------------------------------------
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def test_partition_odt_from_filename_gets_the_ODT_filename_in_metadata_not_the_DOCX_filename():
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elements = partition_odt(example_doc_path("simple.odt"))
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assert all(e.metadata.filename == "simple.odt" for e in elements), (
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f"Expected all elements to have 'simple.odt' as their filename, but got:"
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f" {repr(elements[0].metadata.filename)}"
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)
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def test_partition_odt_from_filename_with_metadata_filename():
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elements = partition_odt(example_doc_path("fake.odt"), metadata_filename="test")
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assert all(e.metadata.filename == "test" for e in elements)
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def test_partition_odt_from_file_with_metadata_filename():
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with open(example_doc_path("fake.odt"), "rb") as f:
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elements = partition_odt(file=f, metadata_filename="test")
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assert all(e.metadata.filename == "test" for e in elements)
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# -- .metadata.filetype --------------------------------------------------------------------------
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def test_partition_odt_gets_the_ODT_MIME_type_in_metadata_filetype():
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ODT_MIME_TYPE = "application/vnd.oasis.opendocument.text"
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elements = partition_odt(example_doc_path("simple.odt"))
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assert all(e.metadata.filetype == ODT_MIME_TYPE for e in elements), (
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f"Expected all elements to have '{ODT_MIME_TYPE}' as their filetype, but got:"
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f" {repr(elements[0].metadata.filetype)}"
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)
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# -- .metadata.text_as_html ----------------------------------------------------------------------
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@pytest.mark.parametrize("kwargs", [{}, {"infer_table_structure": True}])
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def test_partition_odt_adds_text_as_html_when_infer_table_structure_is_omitted_or_True(
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kwargs: dict[str, Any],
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):
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with open(example_doc_path("fake.odt"), "rb") as f:
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elements = partition_odt(file=f, **kwargs)
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table = elements[1]
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assert isinstance(table, Table)
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assert table.metadata.text_as_html is not None
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assert table.metadata.text_as_html.startswith("<table>")
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def test_partition_odt_suppresses_text_as_html_when_infer_table_structure_is_False():
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with open(example_doc_path("fake.odt"), "rb") as f:
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elements = partition_odt(file=f, infer_table_structure=False)
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table = elements[1]
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assert isinstance(table, Table)
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assert table.metadata.text_as_html is None
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# -- .metadata.last_modified ---------------------------------------------------------------------
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def test_partition_odt_pulls_last_modified_from_filesystem(mocker: MockFixture):
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filesystem_last_modified = "2029-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.odt.get_last_modified_date", return_value=filesystem_last_modified
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)
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elements = partition_odt(example_doc_path("fake.odt"))
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assert all(e.metadata.last_modified == filesystem_last_modified for e in elements)
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def test_partition_odt_prefers_metadata_last_modified_when_provided(mocker: MockFixture):
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filesystem_last_modified = "2029-07-05T09:24:28"
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metadata_last_modified = "2020-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.odt.get_last_modified_date", return_value=filesystem_last_modified
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)
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elements = partition_odt(
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example_doc_path("simple.odt"), metadata_last_modified=metadata_last_modified
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)
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assert all(e.metadata.last_modified == metadata_last_modified for e in elements)
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# -- .metadata.languages -------------------------------------------------------------------------
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def test_partition_odt_adds_languages_metadata():
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elements = partition_odt(example_doc_path("simple.odt"))
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assert all(e.metadata.languages == ["eng"] for e in elements)
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def test_partition_odt_respects_detect_language_per_element_arg():
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elements = partition_odt(
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example_doc_path("language-docs/eng_spa_mult.odt"), detect_language_per_element=True
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)
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assert [e.metadata.languages for e in elements] == [
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["eng"],
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["spa", "eng"],
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["eng"],
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["eng"],
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["spa"],
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]
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# -- miscellaneous -------------------------------------------------------------------------------
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@pytest.mark.parametrize(
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("kwargs", "expected_value"),
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[({}, "hi_res"), ({"strategy": None}, "hi_res"), ({"strategy": "auto"}, "auto")],
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)
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def test_partition_odt_forwards_strategy_arg_to_partition_docx(
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request: FixtureRequest, kwargs: dict[str, Any], expected_value: str | None
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):
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from unstructured.partition.docx import _DocxPartitioner
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def fake_iter_document_elements(self: _DocxPartitioner) -> Iterator[Element]:
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yield Text(f"strategy == {self._opts.strategy}")
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_iter_elements_ = method_mock(
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request,
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_DocxPartitioner,
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"_iter_document_elements",
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side_effect=fake_iter_document_elements,
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)
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(element,) = partition_odt(example_doc_path("simple.odt"), **kwargs)
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_iter_elements_.assert_called_once_with(ANY)
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assert element.text == f"strategy == {expected_value}"
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def test_partition_odt_round_trips_through_json():
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"""Elements produced can be serialized then deserialized without loss."""
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assert_round_trips_through_JSON(partition_odt(example_doc_path("simple.odt")))
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def test_partition_odt_chunks_elements_when_chunking_strategy_is_specified():
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document_path = example_doc_path("simple.odt")
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elements = partition_odt(document_path)
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chunks = partition_odt(document_path, chunking_strategy="basic")
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# -- all chunks are chunk element-types --
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assert all(isinstance(c, (CompositeElement, Table, TableChunk)) for c in chunks)
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# -- chunks from partitioning match those produced by chunking elements in separate step --
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assert chunks == chunk_elements(elements)
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