mirror of
https://github.com/Unstructured-IO/unstructured.git
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9bd91a836e
**Summary** Install new `@apply_metadata()` on HTML and remove decorators from delegating partitioners EPUB, MD, ORG, RST, and RTF. **Additional Context** - All five of these delegating partitioners delegate to `partition_html()` so they're something of a matched set. EML and MSG also partially delegate to HTML but that's a harder problem (they also delegate to all other partitioners for attachments) that we'll address a couple PRs later . - Replace use of `@process_metadata()` and `@add_metadata_with_filetype()` decorators with `@apply_metadata()` on `partition_html()`. - Remove all decorators from delegating partitioners; this removes the "double-decorating".
256 lines
8.3 KiB
Python
256 lines
8.3 KiB
Python
from __future__ import annotations
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from typing import Any
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from unittest.mock import patch
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import pytest
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import requests
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from pytest_mock import MockFixture
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from test_unstructured.unit_utils import assert_round_trips_through_JSON, example_doc_path
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from unstructured.chunking.title import chunk_by_title
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from unstructured.documents.elements import ElementType, Title
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from unstructured.partition.md import partition_md
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from unstructured.partition.utils.constants import UNSTRUCTURED_INCLUDE_DEBUG_METADATA
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def test_partition_md_from_filename():
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filename = example_doc_path("README.md")
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elements = partition_md(filename=filename)
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assert len(elements) > 0
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assert "PageBreak" not in [elem.category for elem in elements]
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assert isinstance(elements[0], Title)
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if UNSTRUCTURED_INCLUDE_DEBUG_METADATA:
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assert {element.metadata.detection_origin for element in elements} == {"md"}
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def test_partition_md_from_file():
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filename = example_doc_path("README.md")
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with open(filename, "rb") as f:
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elements = partition_md(file=f)
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assert len(elements) > 0
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def test_partition_md_from_text():
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with open(example_doc_path("README.md")) as f:
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text = f.read()
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elements = partition_md(text=text)
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assert len(elements) > 0
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assert all(e.metadata.filename is None for e in elements)
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class MockResponse:
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def __init__(self, text: str, status_code: int, headers: dict[str, Any] = {}):
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self.text = text
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self.status_code = status_code
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self.ok = status_code < 300
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self.headers = headers
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def test_partition_md_from_url():
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filename = example_doc_path("README.md")
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with open(filename) as f:
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text = f.read()
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response = MockResponse(
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text=text,
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status_code=200,
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headers={"Content-Type": "text/markdown"},
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)
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with patch.object(requests, "get", return_value=response) as _:
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elements = partition_md(url="https://fake.url")
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assert len(elements) > 0
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assert all(e.metadata.filename is None for e in elements)
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def test_partition_md_from_url_raises_with_bad_status_code():
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filename = example_doc_path("README.md")
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with open(filename) as f:
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text = f.read()
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response = MockResponse(
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text=text,
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status_code=500,
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headers={"Content-Type": "text/html"},
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)
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with patch.object(requests, "get", return_value=response) as _, pytest.raises(ValueError):
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partition_md(url="https://fake.url")
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def test_partition_md_from_url_raises_with_bad_content_type():
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filename = example_doc_path("README.md")
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with open(filename) as f:
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text = f.read()
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response = MockResponse(
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text=text,
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status_code=200,
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headers={"Content-Type": "application/json"},
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)
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with patch.object(requests, "get", return_value=response) as _, pytest.raises(ValueError):
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partition_md(url="https://fake.url")
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def test_partition_md_raises_with_none_specified():
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with pytest.raises(ValueError):
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partition_md()
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def test_partition_md_raises_with_too_many_specified():
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filename = example_doc_path("README.md")
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with open(filename) as f:
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text = f.read()
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with pytest.raises(ValueError):
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partition_md(filename=filename, text=text)
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# -- .metadata.filename --------------------------------------------------------------------------
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def test_partition_md_from_filename_gets_filename_from_filename_arg():
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elements = partition_md(example_doc_path("README.md"))
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assert len(elements) > 0
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assert all(e.metadata.filename == "README.md" for e in elements)
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def test_partition_md_from_file_gets_filename_None():
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with open(example_doc_path("README.md"), "rb") as f:
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elements = partition_md(file=f)
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assert len(elements) > 0
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assert all(e.metadata.filename is None for e in elements)
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def test_partition_md_from_filename_prefers_metadata_filename():
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elements = partition_md(example_doc_path("README.md"), metadata_filename="orig-name.md")
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assert len(elements) > 0
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assert all(element.metadata.filename == "orig-name.md" for element in elements)
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def test_partition_md_from_file_prefers_metadata_filename():
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with open(example_doc_path("README.md"), "rb") as f:
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elements = partition_md(file=f, metadata_filename="orig-name.md")
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assert all(e.metadata.filename == "orig-name.md" for e in elements)
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# -- .metadata.filetype --------------------------------------------------------------------------
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def test_partition_md_gets_the_MD_MIME_type_in_metadata_filetype():
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MD_MIME_TYPE = "text/markdown"
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elements = partition_md(example_doc_path("README.md"))
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assert all(e.metadata.filetype == MD_MIME_TYPE for e in elements), (
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f"Expected all elements to have '{MD_MIME_TYPE}' as their filetype, but got:"
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f" {repr(elements[0].metadata.filetype)}"
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)
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# -- .metadata.last_modified ---------------------------------------------------------------------
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def test_partition_md_from_file_path_gets_last_modified_from_filesystem(mocker: MockFixture):
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filesystem_last_modified = "2029-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.md.get_last_modified_date", return_value=filesystem_last_modified
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)
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elements = partition_md(example_doc_path("README.md"))
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assert all(e.metadata.last_modified == filesystem_last_modified for e in elements)
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def test_partition_md_from_file_gets_last_modified_None():
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with open(example_doc_path("README.md"), "rb") as f:
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elements = partition_md(file=f)
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assert all(e.metadata.last_modified is None for e in elements)
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def test_partition_md_from_text_gets_last_modified_None():
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with open(example_doc_path("README.md")) as f:
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text = f.read()
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elements = partition_md(text=text)
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assert all(e.metadata.last_modified is None for e in elements)
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def test_partition_md_from_file_path_prefers_metadata_last_modified(mocker: MockFixture):
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filesystem_last_modified = "2029-07-05T09:24:28"
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metadata_last_modified = "2020-07-05T09:24:28"
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mocker.patch(
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"unstructured.partition.md.get_last_modified_date", return_value=filesystem_last_modified
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)
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elements = partition_md(
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example_doc_path("README.md"), metadata_last_modified=metadata_last_modified
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)
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assert all(e.metadata.last_modified == metadata_last_modified for e in elements)
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def test_partition_md_from_file_prefers_metadata_last_modified():
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metadata_last_modified = "2020-07-05T09:24:28"
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with open(example_doc_path("README.md"), "rb") as f:
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elements = partition_md(file=f, metadata_last_modified=metadata_last_modified)
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assert all(e.metadata.last_modified == metadata_last_modified for e in elements)
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def test_partition_md_from_text_prefers_metadata_last_modified():
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metadata_last_modified = "2020-07-05T09:24:28"
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with open(example_doc_path("README.md")) as f:
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text = f.read()
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elements = partition_md(text=text, metadata_last_modified=metadata_last_modified)
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assert all(e.metadata.last_modified == metadata_last_modified for e in elements)
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# ------------------------------------------------------------------------------------------------
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def test_partition_md_with_json():
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with open(example_doc_path("README.md")) as f:
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text = f.read()
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elements = partition_md(text=text)
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assert_round_trips_through_JSON(elements)
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def test_add_chunking_strategy_by_title_on_partition_md():
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filename = example_doc_path("README.md")
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elements = partition_md(filename)
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chunk_elements = partition_md(filename, chunking_strategy="by_title")
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chunks = chunk_by_title(elements)
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assert chunk_elements != elements
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assert chunk_elements == chunks
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def test_partition_md_element_metadata_has_languages():
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filename = "example-docs/README.md"
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elements = partition_md(filename=filename)
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assert elements[0].metadata.languages == ["eng"]
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def test_partition_md_respects_detect_language_per_element():
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filename = "example-docs/language-docs/eng_spa_mult.md"
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elements = partition_md(filename=filename, detect_language_per_element=True)
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langs = [element.metadata.languages for element in elements]
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assert langs == [["eng"], ["spa", "eng"], ["eng"], ["eng"], ["spa"]]
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def test_partition_md_parse_table():
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filename = example_doc_path("simple-table.md")
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elements = partition_md(filename=filename)
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assert len(elements) > 0
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assert elements[0].category == ElementType.TABLE
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