Fix KeyError when converting same type to same type (e.g., scientific → scientific) #2
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Calling
birdnames.scientific()on already scientific names raised KeyError. Whenfrom_col == to_col, the Converter attempted to select the same column twice (df[[col, col]]), creating duplicate columns that failed during index lookup.Changes
from_col == to_col, use temporary column_temp_colto avoid duplicate column selection.copy()to DataFrame slices in Converter initializationtest_identity_conversion()and extendtest_scientific()to verify same-type conversionsExample
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