2024-06-05 16:11:58 -07:00
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"""Test suite for `unstructured.partition.html` module."""
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from __future__ import annotations
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import io
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import pathlib
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from tempfile import SpooledTemporaryFile
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from typing import cast
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import pytest
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from test_unstructured.unit_utils import (
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Mock,
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MonkeyPatch,
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assert_round_trips_through_JSON,
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example_doc_path,
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example_doc_text,
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function_mock,
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)
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from unstructured.chunking.title import chunk_by_title
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from unstructured.cleaners.core import clean_extra_whitespace
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from unstructured.documents.elements import (
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CompositeElement,
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EmailAddress,
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ListItem,
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NarrativeText,
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Table,
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TableChunk,
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Title,
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)
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2024-06-11 13:54:11 -07:00
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from unstructured.documents.html_elements import (
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HTMLListItem,
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HTMLNarrativeText,
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HTMLTable,
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HTMLTitle,
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TagsMixin,
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)
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2024-06-05 16:11:58 -07:00
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from unstructured.partition.html import partition_html
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# -- document-source (filename, file, text, url) -------------------------------------------------
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def test_partition_html_accepts_a_file_path():
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elements = partition_html(example_doc_path("example-10k-1p.html"))
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assert len(elements) > 0
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assert all(e.metadata.filename == "example-10k-1p.html" for e in elements)
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assert all(e.metadata.file_directory == example_doc_path("") for e in elements)
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def test_partition_html_accepts_a_file_like_object():
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with open(example_doc_path("example-10k-1p.html"), "rb") as f:
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elements = partition_html(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_html_accepts_an_html_str():
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elements = partition_html(text=example_doc_text("example-10k-1p.html"))
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assert len(elements) > 0
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def test_partition_html_accepts_a_url_to_an_HTML_document(requests_get_: Mock):
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requests_get_.return_value = FakeResponse(
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text=example_doc_text("example-10k-1p.html"),
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status_code=200,
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headers={"Content-Type": "text/html"},
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)
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elements = partition_html(url="https://fake.url")
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requests_get_.assert_called_once_with("https://fake.url", headers={}, verify=True)
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assert len(elements) > 0
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def test_partition_html_raises_when_no_path_or_file_or_text_or_url_is_specified():
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with pytest.raises(ValueError):
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partition_html()
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def test_partition_html_raises_with_too_many_specified():
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with pytest.raises(ValueError):
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partition_html(
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example_doc_path("example-10k-1p.html"), text=example_doc_text("example-10k-1p.html")
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)
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# -- partition_html() from URL -------------------------------------------------------------------
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def test_partition_html_from_url_raises_on_failure_response_status_code(requests_get_: Mock):
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requests_get_.return_value = FakeResponse(
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text=example_doc_text("example-10k-1p.html"),
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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 pytest.raises(ValueError, match="Error status code on GET of provided URL: 500"):
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partition_html(url="https://fake.url")
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def test_partition_html_from_url_raises_on_response_of_wrong_content_type(requests_get_: Mock):
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requests_get_.return_value = FakeResponse(
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text=example_doc_text("example-10k-1p.html"),
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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 pytest.raises(ValueError, match="Expected content type text/html. Got application/json."):
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partition_html(url="https://fake.url")
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def test_partition_from_url_includes_provided_headers_in_request(requests_get_: Mock):
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requests_get_.return_value = FakeResponse(
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text="<html><head></head><body><p>What do I know? Who needs to know it?</p></body></html>",
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status_code=200,
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headers={"Content-Type": "text/html"},
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)
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partition_html(url="https://example.com", headers={"User-Agent": "test"})
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requests_get_.assert_called_once_with(
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"https://example.com", headers={"User-Agent": "test"}, verify=True
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)
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# -- HTML tag-specific behaviors -----------------------------------------------------------------
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def test_partition_html_recognizes_h1_to_h3_as_Title_except_in_edge_cases():
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assert partition_html(
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text=(
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"<p>This is a section of narrative text, it's long, flows and has meaning</p>\n"
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"<h1>This heading is a title, even though it's long, flows and has meaning</h1>\n"
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"<h2>A heading that is at the second level</h2>\n"
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"<h3>Finally, the third heading</h3>\n"
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"<h2>December 1-17, 2017</h2>\n"
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"<h3>email@example.com</h3>\n"
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"<h3><li>- bulleted item</li></h3>\n"
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)
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) == [
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NarrativeText("This is a section of narrative text, it's long, flows and has meaning"),
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Title("This heading is a title, even though it's long, flows and has meaning"),
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Title("A heading that is at the second level"),
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Title("Finally, the third heading"),
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Title("December 1-17, 2017"),
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EmailAddress("email@example.com"),
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ListItem("- bulleted item"),
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]
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def test_partition_html_with_pre_tag():
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elements = partition_html(example_doc_path("fake-html-pre.htm"))
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assert len(elements) > 0
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assert all(e.category != "PageBreak" for e in elements)
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assert clean_extra_whitespace(elements[0].text).startswith("[107th Congress Public Law 56]")
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assert isinstance(elements[0], NarrativeText)
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assert elements[0].metadata.filetype == "text/html"
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assert elements[0].metadata.filename == "fake-html-pre.htm"
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def test_pre_tag_parsing_respects_order():
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assert partition_html(
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text=(
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"<pre>The Big Brown Bear</pre>\n"
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"<div>The big brown bear is growling.</div>\n"
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"<pre>The big brown bear is sleeping.</pre>\n"
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"<div>The Big Blue Bear</div>\n"
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)
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) == [
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Title("The Big Brown Bear"),
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NarrativeText("The big brown bear is growling."),
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NarrativeText("The big brown bear is sleeping."),
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Title("The Big Blue Bear"),
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]
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def test_partition_html_b_tag_parsing():
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elements = partition_html(
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text=(
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"<!DOCTYPE html>\n"
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"<html>\n"
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"<body>\n"
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"<div>\n"
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" <h1>Header 1</h1>\n"
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" <p>Text</p>\n"
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" <h2>Header 2</h2>\n"
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" <pre>\n"
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" <b>Param1</b> = Y<br><b>Param2</b> = 1<br><b>Param3</b> = 2<br><b>Param4</b> = A\n"
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" <br><b>Param5</b> = A,B,C,D,E<br><b>Param6</b> = 7<br><b>Param7</b> = Five<br>\n"
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" </pre>\n"
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"</div>\n"
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"</body>\n"
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"</html>\n"
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)
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)
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assert "|".join(e.text for e in elements) == (
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"Header 1|Text|Header 2|Param1 = Y|Param2 = 1|Param3 = 2|Param4 = A|"
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"Param5 = A,B,C,D,E|Param6 = 7|Param7 = Five"
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)
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def test_partition_html_tag_tail_parsing():
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elements = partition_html(
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text=(
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"<html>\n"
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"<body>\n"
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"<div>\n"
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" Head\n"
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" <div><span>Nested</span></div>\n"
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" Tail\n"
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"</div>\n"
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"</body>\n"
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"</html>\n"
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)
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)
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assert "|".join([str(e).strip() for e in elements]) == "Head|Nested|Tail"
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# -- `chunking_strategy` arg ---------------------------------------------------------------------
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def test_partition_html_can_chunk_while_partitioning():
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file_path = example_doc_path("example-10k-1p.html")
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chunks = partition_html(file_path, chunking_strategy="by_title")
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chunks_2 = chunk_by_title(partition_html(file_path))
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assert all(isinstance(c, (CompositeElement, Table, TableChunk)) for c in chunks)
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assert chunks == chunks_2
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# -- `encoding` arg ------------------------------------------------------------------------------
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@pytest.mark.parametrize(
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"filename", ["example-10k-utf-16.html", "example-steelJIS-datasheet-utf-16.html"]
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)
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def test_partition_html_from_filename_raises_when_explicit_encoding_is_wrong(filename: str):
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with pytest.raises(UnicodeDecodeError):
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with open(example_doc_path(filename), "rb") as f:
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partition_html(file=f, encoding="utf-8")
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@pytest.mark.parametrize(
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"filename",
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["example-10k-utf-16.html", "example-steelJIS-datasheet-utf-16.html", "fake-html-lang-de.html"],
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)
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def test_partition_html_from_filename_default_encoding(filename: str):
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elements = partition_html(example_doc_path(filename))
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assert len(elements) > 0
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assert all(e.metadata.filename == filename for e in elements)
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if filename == "fake-html-lang-de.html":
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assert elements == EXPECTED_OUTPUT_LANGUAGE_DE
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@pytest.mark.parametrize(
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"filename", ["example-10k-utf-16.html", "example-steelJIS-datasheet-utf-16.html"]
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)
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def test_partition_html_from_file_raises_encoding_error(filename: str):
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with open(example_doc_path(filename), "rb") as f:
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file = io.BytesIO(f.read())
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with pytest.raises(UnicodeDecodeError, match="'utf-8' codec can't decode byte 0xff in posi"):
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partition_html(file=file, encoding="utf-8")
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@pytest.mark.parametrize(
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"filename",
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["example-10k-utf-16.html", "example-steelJIS-datasheet-utf-16.html", "fake-html-lang-de.html"],
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)
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def test_partition_html_from_file_default_encoding(filename: str):
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with open(example_doc_path(filename), "rb") as f:
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elements = partition_html(file=f)
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assert len(elements) > 0
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if filename == "fake-html-lang-de.html":
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assert elements == EXPECTED_OUTPUT_LANGUAGE_DE
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@pytest.mark.parametrize(
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"filename", ["example-10k-utf-16.html", "example-steelJIS-datasheet-utf-16.html"]
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)
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def test_partition_html_from_file_rb_raises_encoding_error(filename: str):
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with pytest.raises(UnicodeDecodeError, match="'utf-8' codec can't decode byte 0xff in posi"):
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with open(example_doc_path(filename), "rb") as f:
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partition_html(file=f, encoding="utf-8")
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@pytest.mark.parametrize(
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"filename",
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["example-10k-utf-16.html", "example-steelJIS-datasheet-utf-16.html", "fake-html-lang-de.html"],
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)
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def test_partition_html_from_file_rb_default_encoding(filename: str):
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with open(example_doc_path(filename), "rb") as f:
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elements = partition_html(file=f)
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assert len(elements) > 0
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if filename == "fake-html-lang-de.html":
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assert elements == EXPECTED_OUTPUT_LANGUAGE_DE
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def test_partition_html_processes_chinese_chracters():
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html_text = "<html><div><p>每日新闻</p></div></html>"
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elements = partition_html(text=html_text)
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assert elements[0].text == "每日新闻"
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def test_emoji_appears_with_emoji_utf8_code():
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html_text = '<html charset="utf-8"><p>Hello 😀</p></html>'
|
|
|
|
|
elements = partition_html(text=html_text)
|
|
|
|
|
assert elements[0] == Title("Hello 😀")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- `include_metadata` arg ----------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_filename_can_suppress_metadata():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"), include_metadata=False)
|
|
|
|
|
assert all(e.metadata.to_dict() == {} for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- `include_page_breaks` arg -------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_generates_no_page_breaks_by_default():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"))
|
|
|
|
|
assert all(e.category != "PageBreak" for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_generates_page_breaks_when_so_instructed():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"), include_page_breaks=True)
|
|
|
|
|
|
|
|
|
|
assert any(e.category == "PageBreak" for e in elements)
|
|
|
|
|
assert all(e.metadata.filename == "example-10k-1p.html" for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_can_turn_off_assemble_articles():
|
|
|
|
|
html_text = (
|
|
|
|
|
"<html>\n"
|
|
|
|
|
" <article>\n"
|
|
|
|
|
" <h1>Some important stuff is going on!</h1>\n"
|
|
|
|
|
" <p>Here is a description of that stuff</p>\n"
|
|
|
|
|
" </article>\n"
|
|
|
|
|
" <article>\n"
|
|
|
|
|
" <h1>Some other important stuff is going on!</h1>\n"
|
|
|
|
|
" <p>Here is a description of that stuff</p>\n"
|
|
|
|
|
" </article>\n"
|
|
|
|
|
" <h4>This is outside of the article.</h4>\n"
|
|
|
|
|
"</html>\n"
|
|
|
|
|
)
|
|
|
|
|
elements = partition_html(text=html_text, html_assemble_articles=False)
|
|
|
|
|
assert elements[-1] == Title("This is outside of the article.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- `skip_headers_and_footers` arg --------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_filename_can_skip_headers_and_footers():
|
|
|
|
|
elements = cast(
|
|
|
|
|
list[TagsMixin],
|
|
|
|
|
partition_html(
|
|
|
|
|
filename=example_doc_path("fake-html-with-footer-and-header.html"),
|
|
|
|
|
skip_headers_and_footers=True,
|
|
|
|
|
),
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
assert all("header" not in e.ancestortags for e in elements)
|
|
|
|
|
assert all("footer" not in e.ancestortags for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_file_can_skip_headers_and_footers():
|
|
|
|
|
with open(example_doc_path("fake-html-with-footer-and-header.html"), "rb") as f:
|
|
|
|
|
elements = cast(list[TagsMixin], partition_html(file=f, skip_headers_and_footers=True))
|
|
|
|
|
|
|
|
|
|
assert all("header" not in e.ancestortags for e in elements)
|
|
|
|
|
assert all("footer" not in e.ancestortags for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_text_can_skip_headers_and_footers():
|
|
|
|
|
elements = cast(
|
|
|
|
|
list[TagsMixin],
|
|
|
|
|
partition_html(
|
|
|
|
|
text=(
|
|
|
|
|
"<!DOCTYPE html>\n"
|
|
|
|
|
"<html>\n"
|
|
|
|
|
" <header>\n"
|
|
|
|
|
" <p>Header</p>\n"
|
|
|
|
|
" </header>\n"
|
|
|
|
|
" <body>\n"
|
|
|
|
|
" <h1>My First Heading</h1>\n"
|
|
|
|
|
" <p>My first paragraph.</p>\n"
|
|
|
|
|
" </body>\n"
|
|
|
|
|
" <footer>\n"
|
|
|
|
|
" <p>Footer</p>\n"
|
|
|
|
|
" </footer>\n"
|
|
|
|
|
"</html>\n"
|
|
|
|
|
),
|
|
|
|
|
skip_headers_and_footers=True,
|
|
|
|
|
),
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
assert all("header" not in e.ancestortags for e in elements)
|
|
|
|
|
assert all("footer" not in e.ancestortags for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_url_can_skip_headers_and_footers(requests_get_: Mock):
|
|
|
|
|
requests_get_.return_value = FakeResponse(
|
|
|
|
|
text=(
|
|
|
|
|
"<html>\n"
|
|
|
|
|
" <header>\n"
|
|
|
|
|
" <p>Header</p>\n"
|
|
|
|
|
" </header>\n"
|
|
|
|
|
" <body>\n"
|
|
|
|
|
" <h1>My First Heading</h1>\n"
|
|
|
|
|
" <p>My first paragraph.</p>\n"
|
|
|
|
|
" </body>\n"
|
|
|
|
|
" <footer>\n"
|
|
|
|
|
" <p>Footer</p>\n"
|
|
|
|
|
" </footer>\n"
|
|
|
|
|
"</html>\n"
|
|
|
|
|
),
|
|
|
|
|
status_code=200,
|
|
|
|
|
headers={"Content-Type": "text/html"},
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
elements = cast(
|
|
|
|
|
list[TagsMixin],
|
|
|
|
|
partition_html(
|
|
|
|
|
url="https://example.com", headers={"User-Agent": "test"}, skip_headers_and_footers=True
|
|
|
|
|
),
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
requests_get_.assert_called_once_with(
|
|
|
|
|
"https://example.com", headers={"User-Agent": "test"}, verify=True
|
|
|
|
|
)
|
|
|
|
|
assert all("header" not in e.ancestortags for e in elements)
|
|
|
|
|
assert all("footer" not in e.ancestortags for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- `unique_element_ids` arg --------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_all_element_ids_are_unique():
|
|
|
|
|
ids = [e.id for e in partition_html(example_doc_path("fake-html-with-duplicate-elements.html"))]
|
|
|
|
|
assert len(ids) == len(set(ids))
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_element_ids_are_deterministic():
|
|
|
|
|
ids = [e.id for e in partition_html("example-docs/fake-html-with-duplicate-elements.html")]
|
|
|
|
|
ids_2 = [e.id for e in partition_html("example-docs/fake-html-with-duplicate-elements.html")]
|
|
|
|
|
assert ids == ids_2
|
|
|
|
|
|
|
|
|
|
|
2024-06-11 13:54:11 -07:00
|
|
|
# -- .metadata.category_depth + parent_id --------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_records_hierarchy_metadata():
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
text=(
|
|
|
|
|
"<html>\n"
|
|
|
|
|
" <p>Preamble gets no category_depth or parent_id</p>\n"
|
|
|
|
|
" <h1>Heading gets category_depth but no parent_id</h1>\n"
|
|
|
|
|
" <p>Body paragraph gets parent_id but no category_depth</p>\n"
|
|
|
|
|
" <ul>\n"
|
|
|
|
|
" <li>List item gets category_depth and parent_id</li>\n"
|
|
|
|
|
" <li>Second list item gets category_depth and parent_id</li>\n"
|
|
|
|
|
" </ul>\n"
|
|
|
|
|
" <p>Body paragraph after list gets parent_id but no category_depth</p>\n"
|
|
|
|
|
"</html>\n"
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
assert len(elements) == 6
|
|
|
|
|
e = elements[0]
|
|
|
|
|
assert isinstance(e, HTMLNarrativeText)
|
|
|
|
|
assert e.text == "Preamble gets no category_depth or parent_id"
|
|
|
|
|
assert e.metadata.category_depth is None
|
|
|
|
|
assert e.metadata.parent_id is None
|
|
|
|
|
e = elements[1]
|
|
|
|
|
assert isinstance(e, HTMLTitle)
|
|
|
|
|
assert e.text == "Heading gets category_depth but no parent_id"
|
|
|
|
|
assert e.metadata.category_depth == 0
|
|
|
|
|
assert e.metadata.parent_id is None
|
|
|
|
|
e = elements[2]
|
|
|
|
|
assert isinstance(e, HTMLNarrativeText)
|
|
|
|
|
assert e.text == "Body paragraph gets parent_id but no category_depth"
|
|
|
|
|
assert e.metadata.category_depth is None
|
|
|
|
|
assert e.metadata.parent_id == elements[1].id
|
|
|
|
|
e = elements[3]
|
|
|
|
|
assert isinstance(e, HTMLListItem)
|
|
|
|
|
assert e.text == "List item gets category_depth and parent_id"
|
|
|
|
|
assert e.metadata.category_depth == 1
|
|
|
|
|
assert e.metadata.parent_id == elements[1].id
|
|
|
|
|
e = elements[4]
|
|
|
|
|
assert isinstance(e, HTMLListItem)
|
|
|
|
|
assert e.text == "Second list item gets category_depth and parent_id"
|
|
|
|
|
assert e.metadata.category_depth == 1
|
|
|
|
|
assert e.metadata.parent_id == elements[1].id
|
|
|
|
|
e = elements[5]
|
|
|
|
|
assert isinstance(e, HTMLNarrativeText)
|
|
|
|
|
assert e.text == "Body paragraph after list gets parent_id but no category_depth"
|
|
|
|
|
assert e.metadata.category_depth is None
|
|
|
|
|
assert e.metadata.parent_id == elements[1].id
|
|
|
|
|
|
|
|
|
|
|
2024-06-05 16:11:58 -07:00
|
|
|
# -- .metadata.emphasis --------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_grabs_emphasized_texts():
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
text=(
|
|
|
|
|
"<html>\n"
|
|
|
|
|
" <p>Hello there I am a very <strong>important</strong> text!</p>\n"
|
|
|
|
|
" <p>Here is a <span>list</span> of <b>my <i>favorite</i> things</b></p>\n"
|
|
|
|
|
" <ul>\n"
|
|
|
|
|
" <li><em>Parrots</em></li>\n"
|
|
|
|
|
" <li>Dogs</li>\n"
|
|
|
|
|
" </ul>\n"
|
|
|
|
|
" <span>A lone span text!</span>\n"
|
|
|
|
|
"</html>\n"
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
e = elements[0]
|
|
|
|
|
assert e == NarrativeText("Hello there I am a very important text!")
|
|
|
|
|
assert e.metadata.emphasized_text_contents == ["important"]
|
|
|
|
|
assert e.metadata.emphasized_text_tags == ["strong"]
|
|
|
|
|
e = elements[1]
|
|
|
|
|
assert e == NarrativeText("Here is a list of my favorite things")
|
|
|
|
|
assert e.metadata.emphasized_text_contents == ["list", "my favorite things", "favorite"]
|
|
|
|
|
assert e.metadata.emphasized_text_tags == ["span", "b", "i"]
|
|
|
|
|
e = elements[2]
|
|
|
|
|
assert e == ListItem("Parrots")
|
|
|
|
|
assert e.metadata.emphasized_text_contents == ["Parrots"]
|
|
|
|
|
assert e.metadata.emphasized_text_tags == ["em"]
|
|
|
|
|
e = elements[3]
|
|
|
|
|
assert e == ListItem("Dogs")
|
|
|
|
|
assert e.metadata.emphasized_text_contents is None
|
|
|
|
|
assert e.metadata.emphasized_text_tags is None
|
|
|
|
|
e = elements[4]
|
|
|
|
|
assert e == Title("A lone span text!")
|
|
|
|
|
assert e.metadata.emphasized_text_contents == ["A lone span text!"]
|
|
|
|
|
assert e.metadata.emphasized_text_tags == ["span"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- .metadata.filename --------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
2024-06-11 13:54:11 -07:00
|
|
|
def test_partition_html_from_filename_uses_source_filename_for_metadata_by_default():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"))
|
|
|
|
|
|
|
|
|
|
assert len(elements) > 0
|
|
|
|
|
assert all(e.metadata.filename == "example-10k-1p.html" for e in elements)
|
|
|
|
|
assert all(e.metadata.file_directory == example_doc_path("") for e in elements)
|
|
|
|
|
|
|
|
|
|
|
2024-06-05 16:11:58 -07:00
|
|
|
def test_partition_html_from_filename_prefers_metadata_filename():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"), metadata_filename="test")
|
|
|
|
|
|
|
|
|
|
assert len(elements) > 0
|
|
|
|
|
assert all(element.metadata.filename == "test" for element in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_file_prefers_metadata_filename():
|
|
|
|
|
with open(example_doc_path("example-10k-1p.html"), "rb") as f:
|
|
|
|
|
elements = partition_html(file=f, metadata_filename="test")
|
|
|
|
|
|
|
|
|
|
assert len(elements) > 0
|
|
|
|
|
assert all(e.metadata.filename == "test" for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- .metadata.languages -------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_element_metadata_has_languages():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"))
|
|
|
|
|
assert elements[0].metadata.languages == ["eng"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_respects_detect_language_per_element():
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
example_doc_path("language-docs/eng_spa_mult.html"), detect_language_per_element=True
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
assert [e.metadata.languages for e in elements] == [
|
|
|
|
|
["eng"],
|
|
|
|
|
["spa", "eng"],
|
|
|
|
|
["eng"],
|
|
|
|
|
["eng"],
|
|
|
|
|
["spa"],
|
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- .metadata.last_modified ---------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_filename_pulls_last_modified_from_filesystem(
|
|
|
|
|
get_last_modified_date_: Mock,
|
|
|
|
|
):
|
|
|
|
|
last_modified_on_filesystem = "2023-07-05T09:24:28"
|
|
|
|
|
get_last_modified_date_.return_value = last_modified_on_filesystem
|
|
|
|
|
|
|
|
|
|
elements = partition_html(example_doc_path("fake-html.html"))
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert elements[0].metadata.last_modified == last_modified_on_filesystem
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_filename_prefers_metadata_last_modified(
|
|
|
|
|
get_last_modified_date_: Mock,
|
|
|
|
|
):
|
|
|
|
|
metadata_last_modified = "2023-07-05T09:24:28"
|
|
|
|
|
get_last_modified_date_.return_value = "2024-06-04T09:24:28"
|
|
|
|
|
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
example_doc_path("fake-html.html"), metadata_last_modified=metadata_last_modified
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert all(e.metadata.last_modified == metadata_last_modified for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_file_does_not_assign_last_modified_metadata_by_default(
|
|
|
|
|
get_last_modified_date_from_file_: Mock,
|
|
|
|
|
):
|
|
|
|
|
get_last_modified_date_from_file_.return_value = "2029-07-05T09:24:28"
|
|
|
|
|
|
|
|
|
|
with open(example_doc_path("fake-html.html"), "rb") as f:
|
|
|
|
|
elements = partition_html(file=f)
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert elements[0].metadata.last_modified is None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_file_pulls_last_modified_from_file_like_object_when_so_instructed(
|
|
|
|
|
get_last_modified_date_from_file_: Mock,
|
|
|
|
|
):
|
|
|
|
|
get_last_modified_date_from_file_.return_value = "2024-06-04T09:24:28"
|
|
|
|
|
|
|
|
|
|
with open(example_doc_path("fake-html.html"), "rb") as f:
|
|
|
|
|
elements = partition_html(file=f, date_from_file_object=True)
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert all(e.metadata.last_modified == "2024-06-04T09:24:28" for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_file_assigns_no_last_modified_metadata_when_file_has_none():
|
|
|
|
|
"""Test partition_html() with file that are not possible to get last modified date"""
|
|
|
|
|
with open(example_doc_path("fake-html.html"), "rb") as f:
|
|
|
|
|
sf = SpooledTemporaryFile()
|
|
|
|
|
sf.write(f.read())
|
|
|
|
|
sf.seek(0)
|
|
|
|
|
elements = partition_html(file=sf, date_from_file_object=True)
|
|
|
|
|
|
|
|
|
|
assert all(e.metadata.last_modified is None for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_file_prefers_metadata_last_modified(
|
|
|
|
|
get_last_modified_date_from_file_: Mock,
|
|
|
|
|
):
|
|
|
|
|
metadata_last_modified = "2023-07-05T09:24:28"
|
|
|
|
|
get_last_modified_date_from_file_.return_value = "2024-06-04T09:24:28"
|
|
|
|
|
|
|
|
|
|
with open(example_doc_path("fake-html.html"), "rb") as f:
|
|
|
|
|
elements = partition_html(file=f, metadata_last_modified=metadata_last_modified)
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert all(e.metadata.last_modified == metadata_last_modified for e in elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_text_assigns_no_last_modified_metadata():
|
|
|
|
|
elements = partition_html(text="<html><div><p>TEST</p></div></html>")
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert elements[0].metadata.last_modified is None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_text_prefers_metadata_last_modified():
|
|
|
|
|
metadata_last_modified = "2023-07-05T09:24:28"
|
|
|
|
|
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
text="<html><div><p>TEST</p></div></html>", metadata_last_modified=metadata_last_modified
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
assert isinstance(elements[0], Title)
|
|
|
|
|
assert elements[0].metadata.last_modified == metadata_last_modified
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- .metadata.link* -----------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_grabs_links():
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
text=(
|
|
|
|
|
"<html>\n"
|
|
|
|
|
' <p>Hello there I am a <a href="/link">very important link!</a></p>\n'
|
|
|
|
|
" <p>Here is a list of my favorite things</p>\n"
|
|
|
|
|
" <ul>\n"
|
|
|
|
|
' <li><a href="https://en.wikipedia.org/wiki/Parrot">Parrots</a></li>\n'
|
|
|
|
|
" <li>Dogs</li>\n"
|
|
|
|
|
" </ul>\n"
|
|
|
|
|
' <a href="/loner">A lone link!</a>\n'
|
|
|
|
|
"</html>\n"
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
e = elements[0]
|
|
|
|
|
assert e == NarrativeText("Hello there I am a very important link!")
|
|
|
|
|
assert e.metadata.link_urls == ["/link"]
|
|
|
|
|
assert e.metadata.link_texts == ["very important link!"]
|
|
|
|
|
e = elements[1]
|
|
|
|
|
assert e == NarrativeText("Here is a list of my favorite things")
|
|
|
|
|
assert e.metadata.link_urls is None
|
|
|
|
|
assert e.metadata.link_texts is None
|
|
|
|
|
e = elements[2]
|
|
|
|
|
assert e == ListItem("Parrots")
|
|
|
|
|
assert e.metadata.link_urls == ["https://en.wikipedia.org/wiki/Parrot"]
|
|
|
|
|
assert e.metadata.link_texts == ["Parrots"]
|
|
|
|
|
e = elements[3]
|
|
|
|
|
assert e == ListItem("Dogs")
|
|
|
|
|
assert e.metadata.link_urls is None
|
|
|
|
|
assert e.metadata.link_texts is None
|
|
|
|
|
e = elements[4]
|
|
|
|
|
assert e == Title("A lone link!")
|
|
|
|
|
assert e.metadata.link_urls == ["/loner"]
|
|
|
|
|
assert e.metadata.link_texts == ["A lone link!"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_links():
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
text=(
|
|
|
|
|
"<html>\n"
|
|
|
|
|
' <a href="/loner">A lone link!</a>\n'
|
|
|
|
|
' <p>Hello <a href="/link">link!</a></p>\n'
|
|
|
|
|
' <p>\n Hello <a href="/link">link!</a></p>\n'
|
|
|
|
|
' <p><a href="/wiki/parrots">Parrots</a> and <a href="/wiki/dogs">Dogs</a></p>\n'
|
|
|
|
|
"</html>\n"
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
e = elements[0]
|
|
|
|
|
assert e.metadata.link_texts == ["A lone link!"]
|
|
|
|
|
assert e.metadata.link_urls == ["/loner"]
|
|
|
|
|
assert e.metadata.link_start_indexes == [-1]
|
|
|
|
|
e = elements[1]
|
|
|
|
|
assert e.metadata.link_texts == ["link!"]
|
|
|
|
|
assert e.metadata.link_urls == ["/link"]
|
|
|
|
|
assert e.metadata.link_start_indexes == [6]
|
|
|
|
|
e = elements[2]
|
|
|
|
|
assert e.metadata.link_texts == ["link!"]
|
|
|
|
|
assert e.metadata.link_urls == ["/link"]
|
|
|
|
|
assert e.metadata.link_start_indexes == [6]
|
|
|
|
|
e = elements[3]
|
|
|
|
|
assert e.metadata.link_texts == ["Parrots", "Dogs"]
|
|
|
|
|
assert e.metadata.link_urls == ["/wiki/parrots", "/wiki/dogs"]
|
|
|
|
|
assert e.metadata.link_start_indexes == [0, 12]
|
|
|
|
|
|
|
|
|
|
|
2024-06-11 13:54:11 -07:00
|
|
|
# -- .metadata.text_as_html ----------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
|
|
|
("html_str", "expected_value"),
|
|
|
|
|
[
|
|
|
|
|
(
|
|
|
|
|
"<table><tr><th>Header 1</th><th>Header 2</th></tr></table>",
|
|
|
|
|
"<table><tr><td>Header 1</td><td>Header 2</td></tr></table>",
|
|
|
|
|
),
|
|
|
|
|
(
|
|
|
|
|
"<table>"
|
|
|
|
|
"<tr><td>Dimensions</td><td>Weight</td></tr>"
|
|
|
|
|
"<tr><td>4'-6\" x 1'</td><td>18 kg</td></tr>"
|
|
|
|
|
"</table>",
|
|
|
|
|
# ----------
|
|
|
|
|
"<table>"
|
|
|
|
|
"<tr><td>Dimensions</td><td>Weight</td></tr>"
|
|
|
|
|
"<tr><td>4'-6" x 1'</td><td>18 kg</td></tr>"
|
|
|
|
|
"</table>",
|
|
|
|
|
),
|
|
|
|
|
],
|
|
|
|
|
)
|
|
|
|
|
def test_partition_html_applies_text_as_html_metadata_for_tables(
|
|
|
|
|
html_str: str, expected_value: str
|
|
|
|
|
):
|
|
|
|
|
elements = partition_html(text=html_str)
|
|
|
|
|
|
|
|
|
|
assert len(elements) == 1
|
|
|
|
|
assert elements[0].metadata.text_as_html == expected_value
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
|
|
|
("tag", "expected_text_as_html"),
|
|
|
|
|
[
|
|
|
|
|
("thead", "<table><tr><td>Header 1</td><td>Header 2</td></tr></table>"),
|
|
|
|
|
("tfoot", "<table><tr><td>Header 1</td><td>Header 2</td></tr></table>"),
|
|
|
|
|
],
|
|
|
|
|
)
|
|
|
|
|
def test_partition_html_parses_table_without_tbody(tag: str, expected_text_as_html: str):
|
|
|
|
|
elements = partition_html(
|
|
|
|
|
text=(
|
|
|
|
|
f"<table>\n"
|
|
|
|
|
f" <{tag}>\n"
|
|
|
|
|
f" <tr><th>Header 1</th><th>Header 2</th></tr>\n"
|
|
|
|
|
f" </{tag}>\n"
|
|
|
|
|
f"</table>"
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
assert elements[0].metadata.text_as_html == expected_text_as_html
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- .metadata.url -------------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_url_adds_url_to_metadata(requests_get_: Mock):
|
|
|
|
|
requests_get_.return_value = FakeResponse(
|
|
|
|
|
text=example_doc_text("example-10k-1p.html"),
|
|
|
|
|
status_code=200,
|
|
|
|
|
headers={"Content-Type": "text/html"},
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
elements = partition_html(url="https://trusttheforceluke.com")
|
|
|
|
|
|
|
|
|
|
requests_get_.assert_called_once_with("https://trusttheforceluke.com", headers={}, verify=True)
|
|
|
|
|
assert len(elements) > 0
|
|
|
|
|
assert all(e.metadata.url == "https://trusttheforceluke.com" for e in elements)
|
|
|
|
|
|
|
|
|
|
|
2024-06-05 16:11:58 -07:00
|
|
|
# -- miscellaneous -------------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_from_text_works_with_empty_string():
|
|
|
|
|
assert partition_html(text="") == []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_on_ideas_page():
|
|
|
|
|
elements = partition_html(example_doc_path("ideas-page.html"))
|
|
|
|
|
|
|
|
|
|
assert len(elements) == 1
|
|
|
|
|
assert elements[0] == Table(
|
|
|
|
|
"January 2023 ( Someone fed my essays into GPT to make something that could"
|
|
|
|
|
" answer\nquestions based on them, then asked it where good ideas come from. The\nanswer"
|
|
|
|
|
" was ok, but not what I would have said. This is what I would have said.) The way to get"
|
|
|
|
|
" new ideas is to notice anomalies: what seems strange,\nor missing, or broken? You can"
|
|
|
|
|
" see anomalies in everyday life (much\nof standup comedy is based on this), but the best"
|
|
|
|
|
" place to look for\nthem is at the frontiers of knowledge. Knowledge grows"
|
|
|
|
|
" fractally.\nFrom a distance its edges look smooth, but when you learn enough\nto get"
|
|
|
|
|
" close to one, you'll notice it's full of gaps. These gaps\nwill seem obvious; it will"
|
|
|
|
|
" seem inexplicable that no one has tried\nx or wondered about y. In the best case,"
|
|
|
|
|
" exploring such gaps yields\nwhole new fractal buds.",
|
|
|
|
|
)
|
|
|
|
|
assert elements[0].metadata.emphasized_text_contents is None
|
|
|
|
|
assert elements[0].metadata.link_urls is None
|
|
|
|
|
assert elements[0].metadata.text_as_html is not None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_returns_html_elements():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"))
|
|
|
|
|
|
|
|
|
|
assert len(elements) > 0
|
|
|
|
|
assert isinstance(elements[0], HTMLTable)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_partition_html_round_trips_through_json():
|
|
|
|
|
elements = partition_html(example_doc_path("example-10k-1p.html"))
|
|
|
|
|
assert_round_trips_through_JSON(elements)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def test_user_without_file_write_permission_can_partition_html(
|
|
|
|
|
tmp_path: pathlib.Path, monkeypatch: MonkeyPatch
|
|
|
|
|
):
|
|
|
|
|
read_only_file_path = tmp_path / "example-10k-readonly.html"
|
|
|
|
|
read_only_file_path.write_text(example_doc_text("example-10k-1p.html"))
|
|
|
|
|
read_only_file_path.chmod(0o444)
|
|
|
|
|
|
|
|
|
|
elements = partition_html(filename=str(read_only_file_path.resolve()))
|
|
|
|
|
|
|
|
|
|
assert len(elements) > 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# -- module-level fixtures -----------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
EXPECTED_OUTPUT_LANGUAGE_DE = [
|
|
|
|
|
Title(text="Jahresabschluss zum Geschäftsjahr vom 01.01.2020 bis zum 31.12.2020"),
|
|
|
|
|
]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@pytest.fixture
|
|
|
|
|
def get_last_modified_date_(request: pytest.FixtureRequest):
|
|
|
|
|
return function_mock(request, "unstructured.partition.html.get_last_modified_date")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@pytest.fixture
|
|
|
|
|
def get_last_modified_date_from_file_(request: pytest.FixtureRequest):
|
|
|
|
|
return function_mock(request, "unstructured.partition.html.get_last_modified_date_from_file")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class FakeResponse:
|
|
|
|
|
def __init__(self, text: str, status_code: int, headers: dict[str, str] = {}):
|
|
|
|
|
self.text = text
|
|
|
|
|
self.status_code = status_code
|
|
|
|
|
self.ok = status_code < 300
|
|
|
|
|
self.headers = headers
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@pytest.fixture
|
|
|
|
|
def requests_get_(request: pytest.FixtureRequest):
|
|
|
|
|
return function_mock(request, "unstructured.partition.html.requests.get")
|
