import os import pathlib from unittest.mock import patch import pytest import requests from unstructured.chunking.title import chunk_by_title from unstructured.documents.elements import Title from unstructured.partition.json import partition_json from unstructured.partition.md import partition_md from unstructured.staging.base import elements_to_json DIRECTORY = pathlib.Path(__file__).parent.resolve() def test_partition_md_from_filename(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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" def test_partition_md_from_filename_returns_uns_elements(): filename = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 = os.path.join(DIRECTORY, "..", "..", "..", "example-docs", "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 == 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_with_json( filename="example-docs/README.md", ): with open(filename) as f: text = f.read() elements = partition_md( text=text, ) 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_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