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Make Spark reads distributed about filodb HOT 2 CLOSED

filodb avatar filodb commented on June 12, 2024
Make Spark reads distributed

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velvia avatar velvia commented on June 12, 2024

Filed this issue for Phantom: https://github.com/websudos/phantom/issues/330

Phantom right now does not really support token scans, esp from multiple partition keys. One workaround is that we could directly work with the CQL Java Driver, and pass in a CQL query.

Also going forward, we will want to efficiently filter chunkMaps based on version and projection id. Thus we should explore having secondary indexes or Stargate.

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velvia avatar velvia commented on June 12, 2024

This is now implemented on master using direct CQL queries with token ranges. Tests all pass.

A new parameter in Spark, splits_per_node, determines the read parallelism on each node.

No node locality has been implemented yet. The information is returned from C_, but not yet acted upon, but at least the reads on each Spark partition should be directed to only one C_ node.

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