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Add entire pipeline
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import re
def highlight_common_words(common_words, sentences, title):
"""
Highlight common words in sentences by adding color-coded background and unique IDs.
Args:
common_words (list of tuples): List of tuples where each tuple contains a word's index and the word.
sentences (list of str): List of sentences to search through.
title (str): The title for the HTML output.
Returns:
str: HTML string with the highlighted sentences.
"""
color_map = {}
color_index = 0
highlighted_html = []
# Process each sentence
for idx, sentence in enumerate(sentences, start=1):
sentence_with_idx = f"{idx}. {sentence}"
highlighted_sentence = sentence_with_idx
# Highlight common words in each sentence
for index, word in common_words:
if word not in color_map:
color_map[word] = f'hsl({color_index * 60 % 360}, 70%, 80%)'
color_index += 1
# Escape word and create regex pattern to match whole word
escaped_word = re.escape(word)
pattern = rf'\b{escaped_word}\b'
# Replace the word with highlighted version
highlighted_sentence = re.sub(
pattern,
lambda m, idx=index, color=color_map[word]: (
f'<span style="background-color: {color}; font-weight: bold;'
f' padding: 2px 4px; border-radius: 2px; position: relative;">'
f'<span style="background-color: black; color: white; border-radius: 50%;'
f' padding: 2px 5px; margin-right: 5px;">{idx}</span>'
f'{m.group(0)}'
f'</span>'
),
highlighted_sentence,
flags=re.IGNORECASE
)
highlighted_html.append(highlighted_sentence)
# Format the HTML output with the title
final_html = "<br><br>".join(highlighted_html)
return f'''
<div style="border: solid 1px #FFFFFF; padding: 16px; background-color: #000000; color: #FFFFFF; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); border-radius: 8px;">
<h3 style="margin-top: 0; font-size: 1em; color: #FFFFFF;">{title}</h3>
<div style="background-color: #333333; line-height: 1.6; padding: 15px; border-radius: 8px; color: #FFFFFF;">{final_html}</div>
</div>
'''
def highlight_common_words_dict(common_words, sentences, title):
"""
Highlight common words in sentences (from a dictionary) by adding color-coded background and unique IDs.
Args:
common_words (list of tuples): List of tuples where each tuple contains a word's index and the word.
sentences (dict): A dictionary of sentences where the key is the sentence and the value is an entailment score.
title (str): The title for the HTML output.
Returns:
str: HTML string with the highlighted sentences and their entailment scores.
"""
color_map = {}
color_index = 0
highlighted_html = []
# Process each sentence and its score
for idx, (sentence, score) in enumerate(sentences.items(), start=1):
sentence_with_idx = f"{idx}. {sentence}"
highlighted_sentence = sentence_with_idx
# Highlight common words in each sentence
for index, word in common_words:
if word not in color_map:
color_map[word] = f'hsl({color_index * 60 % 360}, 70%, 80%)'
color_index += 1
# Escape word and create regex pattern to match whole word
escaped_word = re.escape(word)
pattern = rf'\b{escaped_word}\b'
# Replace the word with highlighted version
highlighted_sentence = re.sub(
pattern,
lambda m, idx=index, color=color_map[word]: (
f'<span style="background-color: {color}; font-weight: bold;'
f' padding: 1px 2px; border-radius: 2px; position: relative;">'
f'<span style="background-color: black; color: white; border-radius: 50%;'
f' padding: 1px 3px; margin-right: 3px; font-size: 0.8em;">{idx}</span>'
f'{m.group(0)}'
f'</span>'
),
highlighted_sentence,
flags=re.IGNORECASE
)
# Add the entailment score
highlighted_html.append(
f'<div style="margin-bottom: 5px;">'
f'{highlighted_sentence}'
f'<div style="display: inline-block; margin-left: 5px; padding: 3px 5px; border-radius: 3px; '
f'background-color: #333333; color: white; font-size: 0.9em;">'
f'Entailment Score: {score}</div></div>'
)
# Format the HTML output with the title
final_html = "<br>".join(highlighted_html)
return f'''
<div style="background-color: #000000; color: #FFFFFF;border: solid 1px #FFFFFF; border-radius: 8px;">
<h3 style="margin-top: 0; font-size: 1em; color: #FFFFFF;">{title}</h3>
<div style="background-color: #333333; line-height: 1.6; padding: 15px; border-radius: 8px; color: #FFFFFF;">{final_html}</div>
</div>
'''
def reparaphrased_sentences_html(sentences):
"""
Create an HTML representation of sentences with numbering.
Args:
sentences (list of str): List of sentences to format.
Returns:
str: HTML string with numbered sentences.
"""
formatted_sentences = []
# Process each sentence
for idx, sentence in enumerate(sentences, start=1):
sentence_with_idx = f"{idx}. {sentence}"
formatted_sentences.append(sentence_with_idx)
# Format the HTML output
final_html = "<br><br>".join(formatted_sentences)
return f'''
<div style="border: solid 1px #FFFFFF; background-color: #000000; color: #FFFFFF;
box-shadow: 0 4px 8px rgba(0, 0, 0, 0.1); border-radius: 8px;">
<div style="background-color: #333333; line-height: 1.6; padding: 15px; border-radius: 8px;">{final_html}</div>
</div>
'''
if __name__ == "__main__":
# Example usage
common_words = [(1, "highlight"), (2, "numbering")]
sentences = ["This is a test to highlight words.", "Numbering is important for clarity."]
# Test highlight_common_words
highlighted_html = highlight_common_words(common_words, sentences, "Test Highlighting")
print(highlighted_html)
# Test highlight_common_words_dict
sentences_with_scores = {"Highlight words in this text.": 0.95, "Number sentences for clarity.": 0.8}
highlighted_html_dict = highlight_common_words_dict(common_words, sentences_with_scores, "Test Dict Highlighting")
print(highlighted_html_dict)