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evidentlyai / evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
Apache License 2.0
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DataDriftPreset : drift_share threshehold does not work with spark engine #1052

Open Franciscain9 opened 3 months ago

Franciscain9 commented 3 months ago

Hello, I recently started using your library and found it to be very impressive. However, I encountered an issue when running a DataDriftPreset using the spark engine. The Dataset Drift is always detected event when i set the drift_share as 1 (or 100). I'm forced to covert my spark df to Pandas to use the standard engine