Add Range Join Optimization

[GeekSheikh]

At present both sides of this join are relatively small -- so adding a range join hint here may not have much effect but it's worth exploring when/if there's time.

overwatch/src/main/scala/com/databricks/labs/overwatch/pipeline/GoldTransforms.scala

Lines 373 to 379 in b8bd69c

	val jobRunIntermediateStates = newTerminatedJobRuns.alias("jr")
	.join(clusterPotentialIntermediateStates.alias("cpot"),
	$"jr.organization_id" === $"cpot.organization_id" &&
	$"jr.cluster_id" === $"cpot.cluster_id" &&
	$"cpot.unixTimeMS_state_start" > $"jr.job_runtime.startEpochMS" && // only states beginning after job start and ending before
	$"cpot.unixTimeMS_state_end" < $"jr.job_runtime.endEpochMS"
	)