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Add utility function to check normalization
Python's built-in unicodedata library includes the is_normalized() function starting with Python 3.8. This utility function allows us to do the same thing with earlier Python versions. See: https://docs.python.org/3/library/unicodedata.html
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@ -212,7 +212,7 @@ def normalize_unicode(field, field_name):
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Return normalized string.
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Return normalized string.
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"""
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"""
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from unicodedata import is_normalized
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from csv_metadata_quality.util import is_nfc
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from unicodedata import normalize
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from unicodedata import normalize
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# Skip fields with missing values
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# Skip fields with missing values
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@ -220,7 +220,7 @@ def normalize_unicode(field, field_name):
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return
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return
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# Check if the current string is using normalized Unicode (NFC)
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# Check if the current string is using normalized Unicode (NFC)
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if not is_normalized("NFC", field):
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if not is_nfc(field):
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print(f"Normalizing Unicode ({field_name}): {field}")
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print(f"Normalizing Unicode ({field_name}): {field}")
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field = normalize("NFC", field)
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field = normalize("NFC", field)
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14
csv_metadata_quality/util.py
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14
csv_metadata_quality/util.py
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def is_nfc(field):
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"""Utility function to check whether a string is using normalized Unicode.
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Python's built-in unicodedata library has the is_normalized() function, but
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it was only introduced in Python 3.8. By using a simple utility function we
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are able to run on Python >= 3.6 again.
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See: https://docs.python.org/3/library/unicodedata.html
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Return boolean.
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"""
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from unicodedata import normalize
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return field == normalize("NFC", field)
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