import os import pathlib from unstructured.chunking.title import chunk_by_title from unstructured.cleaners.core import clean_extra_whitespace from unstructured.documents.elements import Table, Title from unstructured.partition.json import partition_json from unstructured.partition.rtf import partition_rtf from unstructured.staging.base import elements_to_json DIRECTORY = pathlib.Path(__file__).parent.resolve() def test_partition_rtf_from_filename(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf") elements = partition_rtf(filename=filename) assert len(elements) > 0 assert elements[0] == Title("My First Heading") assert elements[-1] == Table( text="Column 1 \n Column 2 \n Row 1, Cell 1 \n Row 1, " "Cell 2 \n Row 2, Cell 1 \n Row 2, Cell 2", ) for element in elements: assert element.metadata.filename == "fake-doc.rtf" def test_partition_rtf_from_filename_with_metadata_filename(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf") elements = partition_rtf(filename=filename, metadata_filename="test") assert len(elements) > 0 assert all(element.metadata.filename == "test" for element in elements) def test_partition_rtf_from_file(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf") with open(filename, "rb") as f: elements = partition_rtf(file=f) assert len(elements) > 0 assert elements[0] == Title("My First Heading") for element in elements: assert element.metadata.filename is None def test_partition_rtf_from_file_with_metadata_filename(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf") with open(filename, "rb") as f: elements = partition_rtf(file=f, metadata_filename="test") assert elements[0] == Title("My First Heading") for element in elements: assert element.metadata.filename == "test" def test_partition_rtf_from_filename_exclude_metadata(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf") elements = partition_rtf(filename=filename, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_rtf_from_file_exclude_metadata(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf") with open(filename, "rb") as f: elements = partition_rtf(file=f, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_rtf_metadata_date( mocker, filename="example-docs/fake-doc.rtf", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.html.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_rtf( filename=filename, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_rtf_with_custom_metadata_date( mocker, filename="example-docs/fake-doc.rtf", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.html.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_rtf( filename=filename, metadata_last_modified=expected_last_modification_date, ) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_rtf_from_file_metadata_date( mocker, filename="example-docs/fake-doc.rtf", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.html.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_rtf( file=f, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_rtf_from_file_with_custom_metadata_date( mocker, filename="example-docs/fake-doc.rtf", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.html.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_rtf(file=f, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_rtf_with_json( filename=os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "fake-doc.rtf"), ): elements = partition_rtf(filename=filename) test_elements = partition_json(text=elements_to_json(elements)) assert len(elements) == len(test_elements) assert clean_extra_whitespace(elements[0].text) == clean_extra_whitespace(test_elements[0].text) assert elements[0].metadata.filename == test_elements[0].metadata.filename for i in range(len(elements)): assert elements[i] == test_elements[i] def test_add_chunking_strategy_on_partition_rtf(filename="example-docs/fake-doc.rtf"): elements = partition_rtf(filename=filename) chunk_elements = partition_rtf(filename, chunking_strategy="by_title") chunks = chunk_by_title(elements) assert chunk_elements != elements assert chunk_elements == chunks