Fix metadata synchronization issues in Snuba migrations for multi-replica/shard ClickHouse clusters #6826
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Problem:
The Snuba migration system encountered significant stability issues when running migrations in ClickHouse clusters with multiple replicas and shards. Synchronization errors, particularly due to outdated metadata on zookeeper, frequently caused migrations to fail or require manual intervention.
Solution:
Retry Mechanism: Added a RetryOnSyncError class that retries operations up to 30 seconds when synchronization errors are encountered (Metadata is not up to date). This mechanism has been integrated into critical migration operations (AddColumn, DropColumn, ModifyColumn, etc.) to handle transient synchronization issues gracefully.
DROP TABLE with SYNC: Updated DROP TABLE operations to include the SYNC keyword, ensuring consistency.
Impact:
These changes significantly enhance the robustness of the Snuba migration system when operating in distributed ClickHouse environments with complex replication setups. By automatically handling synchronization delays, the risk of migration failures is reduced, minimizing operational overhead and downtime.
Testing:
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