fix: Updated join key in transform_new function in scale transformer#228
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jhug12 wants to merge 12 commits intofunctime-org:mainfrom
Open
fix: Updated join key in transform_new function in scale transformer#228jhug12 wants to merge 12 commits intofunctime-org:mainfrom
jhug12 wants to merge 12 commits intofunctime-org:mainfrom
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added Value error to prevent running the backtest without features
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jhug12
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Ciao @jhug12! Thanks for the contribution. Will review asap. |
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Ciao @jhug12, thanks again for the amazing work and spotting this bug. I have a fairly similar request like with your other PR: would you mind only keeping the commits related to the issue you raised? It'd be easier to review. Unfortunately that's a part of the codebase I am yet to become familiar with. |
baggiponte
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Fixes #227
What does this implement/fix? Explain your changes.
This pull request resolves an issue in the
transform_newfunction of the scale transformer module, where an error occurred during execution due to a mismatch in index columns during a join operation. Previously, the function attempted to join theXDataFrame with the_meanDataFrame on index columns ('time' and 'entity'), but_meancontained only the 'entity' column. The fix was implemented by adjusting the join keys to ensure they align correctly across both DataFrames, thus eliminating the key mismatch error.In addition to fixing the bug, this pull request updates the
transform_newfunction to match the format of thetransformandinvertfunctions.