fix duplicate categorical features added from image exif metadata in RAI Vision Dashboard #2483
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Codecov ReportAttention:
Additional details and impacted files@@ Coverage Diff @@
## main #2483 +/- ##
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- Coverage 88.83% 81.06% -7.78%
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Files 134 26 -108
Lines 7731 2318 -5413
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- Hits 6868 1879 -4989
+ Misses 863 439 -424
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Advitya17
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Description
fix duplicate categorical features added from image exif metadata in RAI Vision Dashboard
Seeing duplicate categorical features in RAI VIsion Dashboard:
It looks like we are adding them for every row but we should only add them once. Interestingly, this does not cause any errors currently as we are just checking if some feature name is in the list of categorical features in code, but it's definitely not desirable and can slow performance for larger image data.
This PR only adds the categorical feature names once to the list during exif feature metadata extraction and adds a test to validate this.
Checklist