import os import pathlib from unstructured.chunking.title import chunk_by_title from unstructured.documents.elements import Table, TableChunk, Title from unstructured.partition.json import partition_json from unstructured.partition.odt import partition_odt from unstructured.staging.base import elements_to_json 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="\nHeader row Mon Wed" " Fri\nColor Blue" " Red Green\nTime 1pm" " 2pm 3pm\nLeader " "Sarah Mark Ryan", ), ] for element in elements: assert element.metadata.filename == "fake.odt" 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="\nHeader row Mon Wed" " Fri\nColor Blue" " Red Green\nTime 1pm" " 2pm 3pm\nLeader " "Sarah Mark Ryan", ), ] 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( filename=os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake.odt"), ): elements = partition_odt(filename=filename, include_metadata=True) test_elements = partition_json(text=elements_to_json(elements)) assert len(elements) == len(test_elements) for i in range(len(elements)): assert elements[i] == test_elements[i] 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