Split window exec into multiple stages if needed #2845
Merged
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This fixes #2688
It does not go all the way and change window functions so that they are combined into fewer calls. I plan on doing that in a follow on PR because this was large enough already. I tested this on databricks.
One of the big advantages to this is that on databricks we now can now optimized for GpuRunningWindowExec even if there are complicated operations.