import pytest from test_unstructured.partition.test_constants import EXPECTED_TABLE, EXPECTED_TEXT, EXPECTED_TITLE from unstructured.cleaners.core import clean_extra_whitespace from unstructured.documents.elements import Table, Text, Title from unstructured.partition.json import partition_json from unstructured.partition.xlsx import partition_xlsx from unstructured.staging.base import elements_to_json 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, include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert len(elements) == 4 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TITLE assert clean_extra_whitespace(elements[1].text) == EXPECTED_TEXT assert elements[1].metadata.text_as_html == EXPECTED_TABLE assert elements[1].metadata.page_number == 1 assert elements[1].metadata.filetype == EXPECTED_FILETYPE assert elements[1].metadata.page_name == EXCEPTED_PAGE_NAME assert elements[1].metadata.filename == "stanley-cups.xlsx" def test_partition_xlsx_from_filename_with_emoji(filename="example-docs/emoji.xlsx"): elements = partition_xlsx(filename=filename, include_header=False) assert sum(isinstance(element, Text) for element in elements) == 1 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", include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert sum(isinstance(element, Title) for element in elements) == 2 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TITLE assert clean_extra_whitespace(elements[1].text) == EXPECTED_TEXT assert elements[0].metadata.filename == "test" def test_partition_xlsx_from_filename_with_header(filename="example-docs/stanley-cups.xlsx"): elements = partition_xlsx(filename=filename, include_header=True) assert sum(isinstance(element, Table) for element in elements) == 2 assert len(elements) == 2 assert ( clean_extra_whitespace(elements[0].text) == "Stanley Cups Unnamed: 1 Unnamed: 2 " + EXPECTED_TEXT ) assert "" in elements[0].metadata.text_as_html def test_partition_xlsx_from_file(filename="example-docs/stanley-cups.xlsx"): with open(filename, "rb") as f: elements = partition_xlsx(file=f, include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert len(elements) == 4 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TITLE assert clean_extra_whitespace(elements[1].text) == EXPECTED_TEXT assert elements[1].metadata.text_as_html == EXPECTED_TABLE assert elements[1].metadata.page_number == 1 assert elements[1].metadata.filetype == EXPECTED_FILETYPE assert elements[1].metadata.page_name == EXCEPTED_PAGE_NAME assert elements[1].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", include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert clean_extra_whitespace(elements[1].text) == EXPECTED_TEXT assert elements[1].metadata.filename == "test" def test_partition_xlsx_from_file_with_header(filename="example-docs/stanley-cups.xlsx"): with open(filename, "rb") as f: elements = partition_xlsx(file=f, include_header=True) assert sum(isinstance(element, Table) for element in elements) == 2 assert len(elements) == 2 assert ( clean_extra_whitespace(elements[0].text) == "Stanley Cups Unnamed: 1 Unnamed: 2 " + EXPECTED_TEXT ) assert "" in elements[0].metadata.text_as_html def test_partition_xlsx_filename_exclude_metadata(filename="example-docs/stanley-cups.xlsx"): elements = partition_xlsx(filename=filename, include_metadata=False, include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert len(elements) == 4 assert clean_extra_whitespace(elements[1].text) == EXPECTED_TEXT assert elements[1].metadata.text_as_html is None assert elements[1].metadata.page_number is None assert elements[1].metadata.filetype is None assert elements[1].metadata.page_name is None assert elements[1].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, include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert sum(isinstance(element, Title) for element in elements) == 2 assert len(elements) == 4 assert clean_extra_whitespace(elements[0].text) == EXPECTED_TITLE assert clean_extra_whitespace(elements[1].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 def test_partition_xlsx_with_json(filename="example-docs/stanley-cups.xlsx"): elements = partition_xlsx(filename=filename, include_header=False) 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.page_name == test_elements[0].metadata.page_name assert elements[0].metadata.filename == test_elements[0].metadata.filename for i in range(len(elements)): assert elements[i] == test_elements[i] @pytest.mark.skip("Needs to fix language detection for table. Currently detected as 'tur'") def test_partition_xlsx_metadata_language_from_filename(filename="example-docs/stanley-cups.xlsx"): elements = partition_xlsx(filename=filename, include_header=False) assert sum(isinstance(element, Table) for element in elements) == 2 assert len(elements) == 4 assert elements[0].metadata.languages == ["eng"] def test_partition_xlsx_subtables(filename="example-docs/vodafone.xlsx"): elements = partition_xlsx(filename) assert sum(isinstance(element, Table) for element in elements) == 3 assert len(elements) == 6