import os import pathlib import pytest from test_unstructured.unit_utils import assert_round_trips_through_JSON, example_doc_path from unstructured.chunking.title import chunk_by_title from unstructured.documents.elements import Table, TableChunk, Title from unstructured.partition.odt import partition_odt from unstructured.partition.utils.constants import UNSTRUCTURED_INCLUDE_DEBUG_METADATA DIRECTORY = pathlib.Path(__file__).parent.resolve() EXAMPLE_DOCS_DIRECTORY = os.path.join(DIRECTORY, "..", "..", "..", "example-docs") def test_partition_odt_from_filename(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") elements = partition_odt(filename=filename) assert elements == [ Title("Lorem ipsum dolor sit amet."), Table( text=( "Header row Mon Wed Fri" " Color Blue Red Green" " Time 1pm 2pm 3pm" " Leader Sarah Mark Ryan" ) ), ] for element in elements: assert element.metadata.filename == "fake.odt" if UNSTRUCTURED_INCLUDE_DEBUG_METADATA: assert {element.metadata.detection_origin for element in elements} == { "docx", } # this file is processed by docx backend def test_partition_odt_from_filename_with_metadata_filename(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") elements = partition_odt(filename=filename, metadata_filename="test") assert all(element.metadata.filename == "test" for element in elements) def test_partition_odt_from_file(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") with open(filename, "rb") as f: elements = partition_odt(file=f) assert elements == [ Title("Lorem ipsum dolor sit amet."), Table( text=( "Header row Mon Wed Fri" " Color Blue Red Green" " Time 1pm 2pm 3pm" " Leader Sarah Mark Ryan" ) ), ] @pytest.mark.parametrize( "infer_table_structure", [ True, False, ], ) def test_partition_odt_infer_table_structure(infer_table_structure: bool): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") with open(filename, "rb") as f: elements = partition_odt(file=f, infer_table_structure=infer_table_structure) table_element_has_text_as_html_field = ( hasattr(elements[1].metadata, "text_as_html") and elements[1].metadata.text_as_html is not None ) assert table_element_has_text_as_html_field == infer_table_structure def test_partition_odt_from_file_with_metadata_filename(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") with open(filename, "rb") as f: elements = partition_odt(file=f, metadata_filename="test") assert all(element.metadata.filename == "test" for element in elements) def test_partition_odt_from_filename_exclude_metadata(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") elements = partition_odt(filename=filename, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_odt_from_file_exclude_metadata(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") with open(filename, "rb") as f: elements = partition_odt(file=f, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_odt_metadata_date( mocker, filename="example-docs/fake.odt", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.odt.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_odt( filename=filename, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_odt_with_custom_metadata_date( mocker, filename="example-docs/fake.odt", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.odt.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_odt( filename=filename, metadata_last_modified=expected_last_modification_date, ) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_odt_from_file_metadata_date( mocker, filename="example-docs/fake.odt", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.odt.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_odt( file=f, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_odt_from_file_with_custom_metadata_date( mocker, filename="example-docs/fake.odt", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.odt.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_odt(file=f, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_odt_with_json(): elements = partition_odt(example_doc_path("fake.odt"), include_metadata=True) assert_round_trips_through_JSON(elements) def test_add_chunking_strategy_on_partition_odt( filename="example-docs/fake.odt", ): elements = partition_odt(filename=filename) chunk_elements = partition_odt(filename, chunking_strategy="by_title") chunks = chunk_by_title(elements) assert chunk_elements != elements assert chunk_elements == chunks def test_add_chunking_strategy_on_partition_odt_non_default(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt") elements = partition_odt(filename=filename) chunk_elements = partition_odt( filename, chunking_strategy="by_title", max_characters=7, combine_text_under_n_chars=5, ) chunks = chunk_by_title( elements, max_characters=7, combine_text_under_n_chars=5, ) for chunk in chunk_elements: if isinstance(chunk, TableChunk): assert len(chunk.text) <= 7 assert chunk_elements != elements assert chunk_elements == chunks def test_partition_odt_element_metadata_has_languages(): filename = "example-docs/fake.odt" elements = partition_odt(filename=filename) assert elements[0].metadata.languages == ["eng"] def test_partition_odt_respects_detect_language_per_element(): filename = "example-docs/language-docs/eng_spa_mult.odt" elements = partition_odt(filename=filename, detect_language_per_element=True) langs = [element.metadata.languages for element in elements] assert langs == [["eng"], ["spa", "eng"], ["eng"], ["eng"], ["spa"]]