Fix data manipulator#14
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LakshinG wants to merge 2 commits into
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…rray of columns natively using Pandas.
Added logic to prevent duplicate file paths and improved merging strategy for dataframes. Enhanced column matching and fallback mechanisms for merging datasets.
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