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# troubleshooting
s
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j
I suggest you check out the new multi-stage query engine: https://druid.apache.org/docs/latest/multi-stage-query/index.html It is known to ingest much faster than the native engine, and it supports all of the same batch datasources through the EXTERN() spec: https://druid.apache.org/docs/latest/multi-stage-query/reference.html#extern-function
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g
Thanks!