PR pipeline

feat: implement new anomaly detection in soda core #365

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Run time

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Job	Run time
test-cloud-integration (3.9)	3m 10s
pre-commit	38s
run-tests (3.9, postgres)	3m 23s
test-contracts (3.9)	3m 10s
run-tests (3.9, snowflake)	3m 36s
run-tests (3.9, bigquery)	3m 37s
run-tests (3.9, spark_df)	3m 52s
run-tests (3.9, sqlserver)	3m 3s
test-scientific (3.9)	4m 14s
run-tests (3.9, mysql)	3m 20s
run-tests (3.9, duckdb)	3m 14s
run-tests (3.9, dask)	3m 18s
	38m 35s