import os import pathlib import pytest from unstructured.chunking.title import chunk_by_title from unstructured.documents.elements import ListItem, NarrativeText, Title from unstructured.partition.json import partition_json from unstructured.partition.ppt import partition_ppt from unstructured.staging.base import elements_to_json DIRECTORY = pathlib.Path(__file__).parent.resolve() EXAMPLE_DOCS_DIRECTORY = os.path.join(DIRECTORY, "..", "..", "..", "example-docs") EXPECTED_PPT_OUTPUT = [ Title(text="Adding a Bullet Slide"), ListItem(text="Find the bullet slide layout"), ListItem(text="Use _TextFrame.text for first bullet"), ListItem(text="Use _TextFrame.add_paragraph() for subsequent bullets"), NarrativeText(text="Here is a lot of text!"), NarrativeText(text="Here is some text in a text box!"), ] def test_partition_ppt_from_filename(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") elements = partition_ppt(filename=filename) assert elements == EXPECTED_PPT_OUTPUT for element in elements: assert element.metadata.filename == "fake-power-point.ppt" def test_partition_ppt_from_filename_with_metadata_filename(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") elements = partition_ppt(filename=filename, metadata_filename="test") assert all(element.metadata.filename == "test" for element in elements) def test_partition_ppt_raises_with_missing_file(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "doesnt-exist.ppt") with pytest.raises(ValueError): partition_ppt(filename=filename) def test_partition_ppt_from_file(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") with open(filename, "rb") as f: elements = partition_ppt(file=f) assert elements == EXPECTED_PPT_OUTPUT for element in elements: assert element.metadata.filename is None def test_partition_ppt_from_file_with_metadata_filename(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") with open(filename, "rb") as f: elements = partition_ppt(file=f, metadata_filename="test") assert elements == EXPECTED_PPT_OUTPUT for element in elements: assert element.metadata.filename == "test" def test_partition_ppt_raises_with_both_specified(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") with open(filename, "rb") as f, pytest.raises(ValueError): partition_ppt(filename=filename, file=f) def test_partition_ppt_raises_with_neither(): with pytest.raises(ValueError): partition_ppt() def test_partition_ppt_from_filename_exclude_metadata(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") elements = partition_ppt(filename=filename, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_ppt_from_file_exclude_metadata(): filename = os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt") with open(filename, "rb") as f: elements = partition_ppt(file=f, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_ppt_metadata_date( mocker, filename="example-docs/fake-power-point.ppt", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.ppt.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_ppt( filename=filename, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_ppt_with_custom_metadata_date( mocker, filename="example-docs/fake-power-point.ppt", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.ppt.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_ppt( filename=filename, metadata_last_modified=expected_last_modification_date, ) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_ppt_from_file_metadata_date( mocker, filename="example-docs/fake-power-point.ppt", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.ppt.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_ppt( file=f, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_ppt_from_file_with_custom_metadata_date( mocker, filename="example-docs/fake-power-point.ppt", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.ppt.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_ppt(file=f, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_ppt_with_json( filename=os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt"), ): elements = partition_ppt(filename=filename) test_elements = partition_json(text=elements_to_json(elements)) assert len(elements) == len(test_elements) 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_by_title_on_partition_ppt( filename=os.path.join(EXAMPLE_DOCS_DIRECTORY, "fake-power-point.ppt"), ): elements = partition_ppt(filename=filename) chunk_elements = partition_ppt(filename, chunking_strategy="by_title") chunks = chunk_by_title(elements) assert chunk_elements != elements assert chunk_elements == chunks