Add support for in-memory TPCH tests #129
Merged
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The original DataFusion repo has the ability to run TPCH benchmarks by pre-loading the TPCH dataset in-memory. This is good because it removes disk IOs out of the picture during benchmarks.
Unfortunately, this project cannot serialize/deserialize in-memory nodes, as that would imply sending over the wire the full data loaded in memory.
This PR introduces a new node that overcomes this by storing the data in-memory in a global
CACHEvariable rather than in the node itself, that way, the node can be serialized and sent over the wire without baking all the in-memory data in. Upon receiving a request, the node will load the data from the global cache, which works no matter if the node was deserialized or was built natively.An in-memory benchmark can be executed with the
-mflag: