6962. Operational Snapshots: billing-cycle snapshot — Implement the workflow with safe SQL and application handling. — messaging — Java Spring/JDBC
Scenario: A messaging system needs billing-cycle snapshot. Implement the workflow with safe SQL and application handling. Define the snapshot boundary, consistency rules, failure handling, validation and recovery strategy.
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