Adaptive Data Cache

[mingmwang]

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Implement something similar to SnowFlake data cache and Databricks Delta cache.

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[mingmwang]

1. Support Cache Table Cmd
2. Cache location aware scheduling
3. Cache files management across Cluster, cache data file placement policy.
4. Rewrite Physical plan and replace remote files with local files.
5. Adaptive cache hot data based on workload