from tempfile import SpooledTemporaryFile from unittest.mock import patch import pytest import requests from test_unstructured.unit_utils import assert_round_trips_through_JSON, example_doc_path from unstructured.chunking.title import chunk_by_title from unstructured.documents.elements import ElementType, Title from unstructured.partition.md import partition_md from unstructured.partition.utils.constants import UNSTRUCTURED_INCLUDE_DEBUG_METADATA def test_partition_md_from_filename(): filename = example_doc_path("README.md") elements = partition_md(filename=filename) assert "PageBreak" not in [elem.category for elem in elements] assert len(elements) > 0 for element in elements: assert element.metadata.filename == "README.md" if UNSTRUCTURED_INCLUDE_DEBUG_METADATA: assert {element.metadata.detection_origin for element in elements} == {"md"} def test_partition_md_from_filename_returns_uns_elements(): filename = example_doc_path("README.md") elements = partition_md(filename=filename) assert len(elements) > 0 assert isinstance(elements[0], Title) def test_partition_md_from_filename_with_metadata_filename(): filename = example_doc_path("README.md") elements = partition_md(filename=filename, metadata_filename="test") assert "PageBreak" not in [elem.category for elem in elements] assert len(elements) > 0 for element in elements: assert element.metadata.filename == "test" def test_partition_md_from_file(): filename = example_doc_path("README.md") with open(filename) as f: elements = partition_md(file=f) assert len(elements) > 0 for element in elements: assert element.metadata.filename is None def test_partition_md_from_file_with_metadata_filename(): filename = example_doc_path("README.md") with open(filename) as f: elements = partition_md(file=f, metadata_filename="test") assert len(elements) > 0 assert all(element.metadata.filename == "test" for element in elements) def test_partition_md_from_text(): filename = example_doc_path("README.md") with open(filename) as f: text = f.read() elements = partition_md(text=text) assert len(elements) > 0 for element in elements: assert element.metadata.filename is None class MockResponse: def __init__(self, text, status_code, headers={}): self.text = text self.status_code = status_code self.ok = status_code < 300 self.headers = headers def test_partition_md_from_url(): filename = example_doc_path("README.md") with open(filename) as f: text = f.read() response = MockResponse( text=text, status_code=200, headers={"Content-Type": "text/markdown"}, ) with patch.object(requests, "get", return_value=response) as _: elements = partition_md(url="https://fake.url") assert len(elements) > 0 for element in elements: assert element.metadata.filename is None def test_partition_md_from_url_raises_with_bad_status_code(): filename = example_doc_path("README.md") with open(filename) as f: text = f.read() response = MockResponse( text=text, status_code=500, headers={"Content-Type": "text/html"}, ) with patch.object(requests, "get", return_value=response) as _, pytest.raises(ValueError): partition_md(url="https://fake.url") def test_partition_md_from_url_raises_with_bad_content_type(): filename = example_doc_path("README.md") with open(filename) as f: text = f.read() response = MockResponse( text=text, status_code=200, headers={"Content-Type": "application/json"}, ) with patch.object(requests, "get", return_value=response) as _, pytest.raises(ValueError): partition_md(url="https://fake.url") def test_partition_md_raises_with_none_specified(): with pytest.raises(ValueError): partition_md() def test_partition_md_raises_with_too_many_specified(): filename = example_doc_path("README.md") with open(filename) as f: text = f.read() with pytest.raises(ValueError): partition_md(filename=filename, text=text) def test_partition_md_from_filename_exclude_metadata(): filename = example_doc_path("README.md") elements = partition_md(filename=filename, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_md_from_file_exclude_metadata(): filename = example_doc_path("README.md") with open(filename) as f: elements = partition_md(file=f, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_md_from_text_exclude_metadata(): filename = example_doc_path("README.md") with open(filename) as f: text = f.read() elements = partition_md(text=text, include_metadata=False) for i in range(len(elements)): assert elements[i].metadata.to_dict() == {} def test_partition_md_metadata_date( mocker, filename="example-docs/README.md", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.md.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_md( filename=filename, ) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_md_with_custom_metadata_date( mocker, filename="example-docs/README.md", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.md.get_last_modified_date", return_value=mocked_last_modification_date, ) elements = partition_md( filename=filename, metadata_last_modified=expected_last_modification_date, ) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_md_from_file_metadata_date( mocker, filename="example-docs/README.md", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.md.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_md( file=f, ) assert elements[0].metadata.last_modified is None def test_partition_md_from_file_explicit_get_metadata_date( mocker, filename="example-docs/README.md", ): mocked_last_modification_date = "2029-07-05T09:24:28" mocker.patch( "unstructured.partition.md.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_md(file=f, date_from_file_object=True) assert elements[0].metadata.last_modified == mocked_last_modification_date def test_partition_md_from_file_with_custom_metadata_date( mocker, filename="example-docs/README.md", ): mocked_last_modification_date = "2029-07-05T09:24:28" expected_last_modification_date = "2020-07-05T09:24:28" mocker.patch( "unstructured.partition.md.get_last_modified_date_from_file", return_value=mocked_last_modification_date, ) with open(filename, "rb") as f: elements = partition_md(file=f, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_md_from_text_metadata_date( filename="example-docs/README.md", ): with open(filename) as f: text = f.read() elements = partition_md( text=text, ) assert elements[0].metadata.last_modified is None def test_partition_md_from_text_with_custom_metadata_date( filename="example-docs/README.md", ): expected_last_modification_date = "2020-07-05T09:24:28" with open(filename) as f: text = f.read() elements = partition_md(text=text, metadata_last_modified=expected_last_modification_date) assert elements[0].metadata.last_modified == expected_last_modification_date def test_partition_md_from_file_without_metadata_date( filename="example-docs/README.md", ): """Test partition_md() with file that are not possible to get last modified date""" with open(filename, "rb") as f: sf = SpooledTemporaryFile() sf.write(f.read()) sf.seek(0) elements = partition_md(file=sf, date_from_file_object=True) assert elements[0].metadata.last_modified is None def test_partition_md_with_json(): with open(example_doc_path("README.md")) as f: text = f.read() elements = partition_md(text=text) assert_round_trips_through_JSON(elements) def test_add_chunking_strategy_by_title_on_partition_md( filename="example-docs/README.md", ): elements = partition_md(filename=filename) chunk_elements = partition_md(filename, chunking_strategy="by_title") chunks = chunk_by_title(elements) assert chunk_elements != elements assert chunk_elements == chunks def test_partition_md_element_metadata_has_languages(): filename = "example-docs/README.md" elements = partition_md(filename=filename) assert elements[0].metadata.languages == ["eng"] def test_partition_md_respects_detect_language_per_element(): filename = "example-docs/language-docs/eng_spa_mult.md" elements = partition_md(filename=filename, detect_language_per_element=True) langs = [element.metadata.languages for element in elements] assert langs == [["eng"], ["spa", "eng"], ["eng"], ["eng"], ["spa"]] def test_partition_md_parse_table(): filename = example_doc_path("simple-table.md") elements = partition_md(filename=filename) assert len(elements) > 0 assert elements[0].category == ElementType.TABLE