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Add text as html to orig elements chunks (#3779)
This simplest solution doesn't drop HTML from metadata when merging Elements from HTML input. We still need to address how to handle nested elements, and if we want to have `LayoutElements` in the metadata of Composite Elements, a unit test showing the current behavior. Note: metadata still contains `orig_elements` which has all the metadata.
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@ -7,6 +7,7 @@
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### Features
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### Fixes
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- **ElementMetadata consolidation** Now `text_as_html` metadata is combined across all elements in CompositeElement when chunking HTML output
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## 0.16.5
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90
test_unstructured/chunking/test_html_output.py
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90
test_unstructured/chunking/test_html_output.py
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from functools import partial
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import pytest
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from unstructured.chunking.basic import chunk_elements
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from unstructured.chunking.title import chunk_by_title
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from unstructured.documents.elements import ElementMetadata, NarrativeText, Text, Title
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@pytest.fixture(params=[chunk_elements, partial(chunk_by_title, combine_text_under_n_chars=0)])
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def chunking_fn(request):
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return request.param
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def test_combining_html_metadata_when_multiple_elements_in_composite_element(chunking_fn):
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metadata_1 = '<h1 class="Title" id="1">Header </h1>'
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metadata_2 = '<time class="CalendarDate" id="2">Date: October 30, 2023 </time>'
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metadata_3 = (
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'<form class="Form" id="3"> '
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'<label class="FormField" for="company-name" id="4">Form field name </label>'
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'<input class="FormFieldValue" id="5" value="Example value" />'
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"</form>"
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)
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combined_metadata = " ".join([metadata_1, metadata_2, metadata_3])
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elements = [
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Title(text="Header", metadata=ElementMetadata(text_as_html=metadata_1)),
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Text(text="Date: October 30, 2023", metadata=ElementMetadata(text_as_html=metadata_2)),
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Text(
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text="Form field name Example value", metadata=ElementMetadata(text_as_html=metadata_3)
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),
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]
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chunks = chunking_fn(elements)
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assert len(chunks) == 1
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assert chunks[0].metadata.text_as_html == combined_metadata
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def test_combining_html_metadata_with_nested_relationship_between_elements(chunking_fn):
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"""
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Ground truth
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<Document>
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<Page>
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<Section>
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<p>First</p>
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<p>Second</p>
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</Section>
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</Page>
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</Document>
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Elements: Document, Page, Section, Paragraph, Paragraph
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Chunk 1: Document, Page, Section, Paragraph
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Chunk 2:
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Paragraph
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"""
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metadata_1 = '<div class="Section" id="1" />'
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metadata_2 = '<p class="Paragraph" id="2">First </p>'
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metadata_3 = '<p class="Paragraph" id="3">Second </p>'
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elements = [
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Text(text="", metadata=ElementMetadata(text_as_html=metadata_1)),
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NarrativeText(
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text="First", metadata=ElementMetadata(text_as_html=metadata_2, parent_id="1")
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),
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NarrativeText(
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text="Second", metadata=ElementMetadata(text_as_html=metadata_3, parent_id="1")
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),
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]
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chunks = chunking_fn(elements, max_characters=6)
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assert len(chunks) == 2
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assert chunks[0].text == "First"
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assert chunks[1].text == "Second"
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assert chunks[0].metadata.text_as_html == metadata_1 + " " + metadata_2
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assert chunks[1].metadata.text_as_html == metadata_3
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def test_html_metadata_exist_in_both_element_when_text_is_split(chunking_fn):
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"""Mimic behaviour of elements with non-html metadata"""
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metadata_1 = '<h1 class="Title" id="1">Header </h1>'
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elements = [
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Title(text="Header", metadata=ElementMetadata(text_as_html=metadata_1)),
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]
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chunks = chunking_fn(elements, max_characters=3)
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assert len(chunks) == 2
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assert chunks[0].text == "Hea"
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assert chunks[1].text == "der"
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assert chunks[0].metadata.text_as_html == '<h1 class="Title" id="1">Header </h1>'
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assert chunks[1].metadata.text_as_html == '<h1 class="Title" id="1">Header </h1>'
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@ -774,6 +774,8 @@ class TextPreChunk:
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# -- Python 3.7+ maintains dict insertion order --
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ordered_unique_keys = {key: None for val_list in values for key in val_list}
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yield field_name, list(ordered_unique_keys.keys())
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elif strategy is CS.STRING_CONCATENATE:
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yield field_name, " ".join(val.strip() for val in values)
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elif strategy is CS.DROP:
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continue
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else: # pragma: no cover
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@ -458,6 +458,9 @@ class ConsolidationStrategy(enum.Enum):
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FIRST = "first"
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"""Use the first value encountered, omit if not present in any elements."""
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STRING_CONCATENATE = "string_concatenate"
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"""Combine the values of this field across elements. Only suitable for fields of `str` type."""
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LIST_CONCATENATE = "LIST_CONCATENATE"
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"""Concatenate the list values across elements. Only suitable for fields of `List` type."""
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@ -507,7 +510,7 @@ class ConsolidationStrategy(enum.Enum):
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"sent_to": cls.FIRST,
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"signature": cls.FIRST,
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"subject": cls.FIRST,
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"text_as_html": cls.FIRST, # -- only occurs in Table --
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"text_as_html": cls.STRING_CONCATENATE,
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"table_as_cells": cls.FIRST, # -- only occurs in Table --
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"url": cls.FIRST,
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"key_value_pairs": cls.DROP, # -- only occurs in FormKeysValues --
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