Hi @prem14f, To manage lost transactions, implement retry logic with automatic retries and ensure idempotent writes to avoid duplication. For concurrent writers, use optimistic concurrency control, which allows for conflict detection and resolution during commits, partition your Delta table to reduce conflict likelihood, and ensure proper configuration and access to transaction logs. An example implementation in Databricks involves retrying writes with a delay if failures occur. Additionally, set up monitoring, alerts, and conflict resolution strategies to address issues promptly.
Is there a specific part of this process youโd like to dive deeper into?
