L — Looping

Rules that detect DataFrame operations inside Python loops. Iterating over a DataFrame or calling DataFrame transformations in a loop prevents Spark from building an optimal query plan and causes plan bloat.

Rule	Title
L001	Avoid looping without .localCheckpoint() or .checkpoint()
L002	Avoid while loops with DataFrames
L003	Avoid calling withColumn() inside a loop