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SIENTIAPDE-1171

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Enhance data merging in MLFlowRepository by specifying the 'on' parameter for improved join accuracy. This change ensures that the merge operation correctly aligns data based on the 'id' field.
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vitor-aignosi
2025-07-24 10:56:05 -03:00
parent a2492e244d
commit 1261e4a8aa
1 changed files with 1 additions and 0 deletions
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laborious/utils/repository/model_repository.py
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@@ -138,6 +138,7 @@ class MLFlowRepository():
treated_data, y, treated_data, y,
left_index=True, left_index=True,
right_index=True, right_index=True,
on='id',
how='left', # or 'inner', depending on your needs how='left', # or 'inner', depending on your needs
validate='one_to_one' # ensures each index appears only once in both validate='one_to_one' # ensures each index appears only once in both
) )