4778. Generated & Functional Data: generated-data performance test — Automate the workflow with idempotent retries and observability. — School ERP — Python + FastAPI + SQLAlchemy

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Scenario: A School ERP application must handle generated-data performance test. Automate the workflow with idempotent retries and observability. Explain the invariant, SQL strategy, transaction/locking behavior, failure handling, observability and test plan. Use MySQL 8-oriented syntax where applicable.
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