Create a backup and restore exercise for project data
In this article (3 sections)
A backup job can succeed while its output is incomplete, encrypted with a lost key or incompatible with current schema. Recovery evidence comes from restoration.
Restore an in-memory database
The integration lab dumps and restores real SQLite structures using synthetic rows.
from integration_cases import backup_restore_case
result = backup_restore_case()
assert result["restore_verified"] is True
assert result["row_count"] == 2
assert result["sum_total"] == 30
assert result["rows"] == [("O1", 10), ("O2", 20)]
assert result["production_data"] is FalseDefine recovery point and time objectives, included stores/files, encryption, retention, access and owner. Restore into an isolated empty destination. Verify schema version, counts, constraints, representative queries and application startup.
Record timestamps, artifact/checksum, commands, duration, failures and cleanup. Test periodically and after schema/storage changes. Protect backups as sensitive copies and test deletion policy.
The FDE for Freshers course includes restore evidence in operational handover.
Exercise
Back up a local database with related tables, delete it, restore cleanly and verify foreign keys plus three business invariants.
Continue learning
This article is part of the FDE integration and deployment foundations sequence. Use the neighbouring tasks when you need the prerequisite or the next application.
- Review the prerequisite or neighbouring task in Measure API latency before optimizing it.
- Continue with Handle expired credentials without exposing them in errors.
Reference: SQLite backup documentation.
Pankit Kumar has 10 years in Data Science & AI, building and shipping production systems in regulated pharma and clinical environments. He is a freelance trainer at Boston Institute of Analytics, AnalytixLabs and Scaler, and has taught this material to thousands of working professionals.
This article is part of our FDE for Freshers programme — 6–7 months. Build your engineering foundations, then take AI from discovery to delivery.
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