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feat(text): improvements on pre-processing
Browse files- dalle_mini/text.py +17 -7
dalle_mini/text.py
CHANGED
@@ -95,7 +95,7 @@ def fix_html(t):
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def replace_punctuation_with_commas(t):
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return re.sub("
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def simplify_quotes(t):
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@@ -114,7 +114,7 @@ def remove_comma_numbers(t):
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def pre_process_dot_numbers(t):
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return re.sub("(\
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def post_process_dot_numbers(t):
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@@ -132,6 +132,14 @@ def post_process_quotes(t):
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return re.sub(f"{temp_token}quote{temp_token}", "'", t)
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def merge_commas(t):
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return re.sub("(\s*,+\s*)+", ", ", t)
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@@ -143,17 +151,17 @@ def add_space_after_commas(t):
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def handle_special_chars(t):
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"Handle special characters"
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# replace "-" with a space when between words without space
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t = re.sub("(
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# always add space around
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return re.sub("([
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def expand_hashtags(t, hashtag_processor):
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"Remove # and try to split words"
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return re.sub("#(\w+)", lambda m:
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_re_ignore_chars = "
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def ignore_chars(t):
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@@ -219,6 +227,7 @@ class TextNormalizer:
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# handle dots in numbers and quotes - Part 1
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t = pre_process_dot_numbers(t)
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t = pre_process_quotes(t)
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# handle special characters
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t = handle_special_chars(t)
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# handle hashtags
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@@ -232,6 +241,7 @@ class TextNormalizer:
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# handle dots in numbers and quotes - Part 2
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t = post_process_dot_numbers(t)
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t = post_process_quotes(t)
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# handle repeating characters
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t = remove_repeating_chars(t)
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# merge quotes
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def replace_punctuation_with_commas(t):
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return re.sub("([()[\].,|:;?!=+~\-\/])", ",", t)
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def simplify_quotes(t):
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def pre_process_dot_numbers(t):
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return re.sub("(\w)\.(\w)", fr"\1{temp_token}dot{temp_token}\2", t)
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def post_process_dot_numbers(t):
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return re.sub(f"{temp_token}quote{temp_token}", "'", t)
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def pre_process_dates(t):
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return re.sub("(\d)/(\d)", fr"\1{temp_token}slash{temp_token}\2", t)
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def post_process_dates(t):
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return re.sub(f"{temp_token}slash{temp_token}", "/", t)
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def merge_commas(t):
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return re.sub("(\s*,+\s*)+", ", ", t)
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def handle_special_chars(t):
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"Handle special characters"
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# replace "-" with a space when between words without space
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t = re.sub("(\w)-(\w)", r"\1 \2", t)
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# always add space around some characters
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return re.sub("([%&\/$*])", r" \1 ", t)
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def expand_hashtags(t, hashtag_processor):
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"Remove # and try to split words"
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return re.sub("#(\w+)", lambda m: hashtag_processor(m.group(1)), t)
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_re_ignore_chars = r"[_#\\]"
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def ignore_chars(t):
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# handle dots in numbers and quotes - Part 1
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t = pre_process_dot_numbers(t)
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t = pre_process_quotes(t)
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t = pre_process_dates(t)
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# handle special characters
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t = handle_special_chars(t)
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# handle hashtags
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# handle dots in numbers and quotes - Part 2
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t = post_process_dot_numbers(t)
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t = post_process_quotes(t)
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t = post_process_dates(t)
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# handle repeating characters
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t = remove_repeating_chars(t)
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# merge quotes
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