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Migrating Prometheus data between different storage systems

Lightningat PromCon Online 2021 · on Monday, 2021-05-03· [databases, observability]
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Prom-migrator is an open source tool that moves Prometheus data between any remote_write/remote_read compatible stores (Promscale, Thanos, Cortex, M3DB) and handles migrations from megabytes up to petabytes. It uses concurrent pull-and-push of time-range slabs, adapts slab size with additive increase / multiplicative decrease to honor a target memory budget, and remains stateless by recording the last slab’s max timestamp as a separate series so migrations resume after crashes. Demo and repo are available.

AI-written summary · about

  1. 0:00Introduction
  2. 0:10About me
  3. 0:32Motivation
  4. 1:12Compatibility table
  5. 1:42Scenario of migration
  6. 2:21Memory intensive migration
  7. 3:31Restart
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