In Spark, COALESCE, REPARTITION, REPARTITION_BY_RANGE, and REBALANCE are all valid partitioning hints. However, SHUFFLE_HASH is not a partitioning hint but rather a type of join hint. This distinction is crucial for optimizing data processing tasks in Spark.