import pytest from test_unstructured.partition.test_constants import ( EXPECTED_TABLE, EXPECTED_TABLE_WITH_EMOJI, EXPECTED_TEXT, EXPECTED_TEXT_WITH_EMOJI, ) from unstructured.cleaners.core import clean_extra_whitespace from unstructured.documents.elements import Table from unstructured.partition.json import partition_json from unstructured.partition.tsv import partition_tsv from unstructured.staging.base import elements_to_json EXPECTED_FILETYPE = "text/tsv" @pytest.mark.parametrize( ("filename", "expected_text", "expected_table"), [ ("stanley-cups.tsv", EXPECTED_TEXT, EXPECTED_TABLE), ("stanley-cups-with-emoji.tsv", EXPECTED_TEXT_WITH_EMOJI, EXPECTED_TABLE_WITH_EMOJI), ], ) def test_partition_tsv_from_filename(filename, expected_text, expected_table): f_path = f"example-docs/{filename}" elements = partition_tsv(filename=f_path) assert clean_extra_whitespace(elements[0].text) == expected_text assert elements[0].metadata.text_as_html == expected_table assert elements[0].metadata.filetype == EXPECTED_FILETYPE for element in elements: assert element.metadata.filename == filename def test_partition_tsv_from_filename_with_metadata_filename( filename="example-docs/stanley-cups.tsv", ): elements = partition_tsv(filename=filename, metadata_filename="test") assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT for element in elements: assert element.metadata.filename == "test" @pytest.mark.parametrize( ("filename", "expected_text", "expected_table"), [ ("stanley-cups.tsv", EXPECTED_TEXT, EXPECTED_TABLE), ("stanley-cups-with-emoji.tsv", EXPECTED_TEXT_WITH_EMOJI, EXPECTED_TABLE_WITH_EMOJI), ], ) def test_partition_tsv_from_file(filename, expected_text, expected_table): f_path = f"example-docs/{filename}" with open(f_path, "rb") as f: elements = partition_tsv(file=f) assert clean_extra_whitespace(elements[0].text) == expected_text assert isinstance(elements[0], Table) assert elements[0].metadata.text_as_html == expected_table assert elements[0].metadata.filetype == EXPECTED_FILETYPE for element in elements: assert element.metadata.filename is None def test_partition_tsv_from_file_with_metadata_filename( filename="example-docs/stanley-cups.tsv", ): with open(filename, "rb") as f: elements = partition_tsv(file=f, metadata_filename="test") assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT for element in elements: assert element.metadata.filename == "test" def test_partition_tsv_filename_exclude_metadata( filename="example-docs/stanley-cups.tsv", ): elements = partition_tsv(filename=filename, include_metadata=False) assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert isinstance(elements[0], Table) assert elements[0].metadata.text_as_html is None assert elements[0].metadata.filetype is None for element in elements: assert element.metadata.filename is None def test_partition_tsv_from_file_exclude_metadata( filename="example-docs/stanley-cups.tsv", ): with open(filename, "rb") as f: elements = partition_tsv(file=f, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_tsv_metadata_date( mocker, filename="example-docs/stanley-cups.tsv", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.tsv.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_tsv( filename=filename, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_tsv_with_custom_metadata_date( mocker, filename="example-docs/stanley-cups.tsv", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.tsv.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_tsv( filename=filename, metadata_last_modified=expected_last_modification_date, ) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_tsv_from_file_metadata_date( mocker, filename="example-docs/stanley-cups.tsv", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.tsv.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_tsv( file=f, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_tsv_from_file_with_custom_metadata_date( mocker, filename="example-docs/stanley-cups.tsv", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.tsv.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_tsv(file=f, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date @pytest.mark.parametrize( ("filename"), ["stanley-cups.tsv", "stanley-cups-with-emoji.tsv"], ) def test_partition_tsv_with_json(filename): f_path = f"example-docs/{filename}" elements = partition_tsv(filename=f_path) 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.text_as_html == test_elements[0].metadata.text_as_html assert elements[0].metadata.page_number == test_elements[0].metadata.page_number assert elements[0].metadata.filename == test_elements[0].metadata.filename for i in range(len(elements)): assert elements[i] == test_elements[i]