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[Tracker] Generic Time Series Engine in Pinot #13957

@ankitsultana

Description

@ankitsultana

Tracker for the proposal in #13760.

Milestones

  • Add SPI code to main
  • Add E2E single server support to main
  • Robust Phase-1 implementation, and mark Phase-1 as closed.
  • Add support for Instant Vectors

Misc. Tasks

  • Fix naming convention of series
  • Rename aggInfo
  • Fix offset calculation (honor time unit)
  • Share example of implementing a function like rate
  • Rename ScanFilterAndProjectPlanNode
  • Support groupByExpressions and not just columns.
  • Add metrics for monitoring
  • Error categorization
  • Add support for default time columns
  • Change Time Series Logical Planner to take in PinotConfiguration instead of a Map.
  • Add support for configuring broker response

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