from test_unstructured.partition.test_constants import EXPECTED_TABLE, EXPECTED_TEXT from unstructured.cleaners.core import clean_extra_whitespace from unstructured.documents.elements import Table from unstructured.partition.xlsx import partition_xlsx from unstructured.utils import dependency_exists EXPECTED_FILETYPE = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" EXCEPTED_PAGE_NAME = "Stanley Cups" def test_partition_xlsx_from_filename(filename="example-docs/stanley-cups.xlsx"): elements = partition_xlsx(filename=filename) assert all(isinstance(element, Table) for element in elements) assert len(elements) == 2 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert elements[0].metadata.text_as_html == EXPECTED_TABLE assert elements[0].metadata.page_number == 1 assert elements[0].metadata.filetype == EXPECTED_FILETYPE assert elements[0].metadata.page_name == EXCEPTED_PAGE_NAME assert elements[0].metadata.filename == "stanley-cups.xlsx" def test_partition_xlsx_from_filename_with_emoji(filename="example-docs/emoji.xlsx"): # Make sure we have the beautifulsoup4 dependency to use the lxml.html.soupparser if dependency_exists("bs4"): elements = partition_xlsx(filename=filename) assert all(isinstance(element, Table) for element in elements) assert len(elements) == 1 assert clean_extra_whitespace(elements[0].text) == "🤠😅" def test_partition_xlsx_from_filename_with_metadata_filename( filename="example-docs/stanley-cups.xlsx", ): elements = partition_xlsx(filename=filename, metadata_filename="test") assert all(isinstance(element, Table) for element in elements) assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert elements[0].metadata.filename == "test" def test_partition_xlsx_from_file(filename="example-docs/stanley-cups.xlsx"): with open(filename, "rb") as f: elements = partition_xlsx(file=f) assert all(isinstance(element, Table) for element in elements) assert len(elements) == 2 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert elements[0].metadata.text_as_html == EXPECTED_TABLE assert elements[0].metadata.page_number == 1 assert elements[0].metadata.filetype == EXPECTED_FILETYPE assert elements[0].metadata.page_name == EXCEPTED_PAGE_NAME assert elements[0].metadata.filename is None def test_partition_xlsx_from_file_with_metadata_filename(filename="example-docs/stanley-cups.xlsx"): with open(filename, "rb") as f: elements = partition_xlsx(file=f, metadata_filename="test") assert all(isinstance(element, Table) for element in elements) assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert elements[0].metadata.filename == "test" def test_partition_xlsx_filename_exclude_metadata(filename="example-docs/stanley-cups.xlsx"): elements = partition_xlsx(filename=filename, include_metadata=False) assert all(isinstance(element, Table) for element in elements) assert len(elements) == 2 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert elements[0].metadata.text_as_html is None assert elements[0].metadata.page_number is None assert elements[0].metadata.filetype is None assert elements[0].metadata.page_name is None assert elements[0].metadata.filename is None def test_partition_xlsx_from_file_exclude_metadata(filename="example-docs/stanley-cups.xlsx"): with open(filename, "rb") as f: elements = partition_xlsx(file=f, include_metadata=False) assert all(isinstance(element, Table) for element in elements) assert len(elements) == 2 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT assert elements[0].metadata.text_as_html is None assert elements[0].metadata.page_number is None assert elements[0].metadata.filetype is None assert elements[0].metadata.page_name is None assert elements[0].metadata.filename is None def test_partition_xlsx_metadata_date( mocker, filename="example-docs/stanley-cups.xlsx", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.xlsx.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_xlsx( filename=filename, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_xlsx_with_custom_metadata_date( mocker, filename="example-docs/stanley-cups.xlsx", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.xlsx.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_xlsx( filename=filename, metadata_last_modified=expected_last_modification_date, ) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_xlsx_from_file_metadata_date( mocker, filename="example-docs/stanley-cups.xlsx", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.xlsx.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_xlsx( file=f, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_xlsx_from_file_with_custom_metadata_date( mocker, filename="example-docs/stanley-cups.xlsx", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.xlsx.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_xlsx(file=f, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date