Revert "Feature: pipeline spark k-sigma anomaly filtering" #15
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Reverts #13
Uses dependency that is only available in a later pyspark version:
https://spark.apache.org/docs/latest/api/python/reference/pyspark.sql/api/pyspark.sql.functions.median.html
Our test with older pyspark versions fail.