Avoid pandas' SettingWithCopyWarning #5105
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
When running
etf/search
the user is met with a pandas warningApparently even if we use the pattern the warning proposes pandas still can't figure out if the operation is made on the original df or a copy. My current understanding is that this happens because the df is passed into the function.
This PR creates a copy of the dataframe that we will manipulate explicitly so that pandas doesn't have to guess