Automatically infers optimal star and snowflake schemas from raw DataFrames and generates production-ready DDL for Snowflake, Redshift, BigQuery, and PostgreSQL in seconds.
Streaming-native concept drift detection library with four canonical algorithms, drift type classification, retraining window recommendation, and multi-channel alerting — zero mandatory dependencies.