- Fixed 4 critical schema issues blocking migration - Resolved integer overflow by converting Discord IDs to strings - Fixed VARCHAR length limits for Google Photos URLs - Made injury_count field nullable for NULL values - Successfully migrating 7/30 tables (5,432+ records) Issues resolved: - CONSTRAINT-CURRENT-INJURY_COUNT-001: Made nullable - DATA_QUALITY-PLAYER-NAME-001: Increased VARCHAR limits to 1000 - MIGRATION_LOGIC-TEAM-INTEGER-001: Discord IDs now strings - MIGRATION_LOGIC-DRAFTDATA-INTEGER-001: Channel IDs now strings New issues discovered for Phase 2: - CONSTRAINT-CURRENT-BSTATCOUNT-001: NULL stats count - CONSTRAINT-TEAM-AUTO_DRAFT-001: NULL auto draft flag 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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Production Migration Checklist
🎯 Pre-Migration Requirements
ALL items must be completed before production migration
✅ Testing Validation
- 100% sandbox migration success - All tables migrated without errors
- Data integrity verified - Record counts match exactly between SQLite/PostgreSQL
- Performance acceptable - Migration completes within maintenance window
- Rollback tested - Confirmed ability to revert to SQLite if needed
- Team sign-off - Technical and business stakeholders approve migration
✅ Infrastructure Readiness
- PostgreSQL server provisioned - Production hardware/cloud resources ready
- Backup systems configured - Automated backups for PostgreSQL
- Monitoring enabled - Database performance and health monitoring
- Security hardened - Access controls, encryption, firewall rules
- Network connectivity - Application servers can reach PostgreSQL
✅ Application Readiness
- Environment variables updated -
DATABASE_TYPE=postgresqlin production - Connection pooling configured - Appropriate pool sizes for PostgreSQL
- Dependencies updated -
psycopg2-binaryinstalled in production - Query compatibility verified - All LIKE queries use ILIKE where needed
- Error handling updated - PostgreSQL-specific error codes handled
🚀 Migration Day Execution Plan
Phase 1: Pre-Migration (T-2 hours)
- Notify stakeholders - Send migration start notification
- Application maintenance mode - Put application in read-only mode
- Final SQLite backup - Create point-in-time backup
- PostgreSQL preparation - Ensure target database is ready
- Team assembly - All migration team members available
Phase 2: Data Migration (T-0 to T+X)
- Start migration script - Begin
migrate_to_postgres.py - Monitor progress - Track migration status and performance
- Handle issues - Apply pre-tested fixes for any problems
- Validate data integrity - Run
validate_migration.py - Performance verification - Test key application queries
Phase 3: Application Cutover (T+X to T+Y)
- Update environment variables - Switch to PostgreSQL
- Restart application services - Deploy with PostgreSQL configuration
- Connection testing - Verify application connects successfully
- Functional testing - Test critical user workflows
- Performance monitoring - Watch for performance issues
Phase 4: Go-Live Verification (T+Y to T+Z)
- Remove maintenance mode - Enable full application access
- User acceptance testing - Key users verify functionality
- Performance monitoring - Monitor system under user load
- Data consistency checks - Ongoing validation of data integrity
- Issue escalation - Address any problems immediately
🔄 Rollback Procedures
Immediate Rollback Triggers
- Data corruption detected - Any indication of data loss or corruption
- Performance degradation > 5x - Unacceptable application performance
- Critical functionality broken - Core features not working
- Security concerns - Any security-related issues discovered
- Team consensus - Migration team agrees rollback is necessary
Rollback Execution (Emergency)
# 1. Immediate application switch
export DATABASE_TYPE=sqlite
systemctl restart application
# 2. Verify SQLite connectivity
python test_sqlite_connection.py
# 3. Notify stakeholders
send_rollback_notification.sh
# 4. Document issues
echo "Rollback executed at $(date): $(reason)" >> rollback_log.md
Post-Rollback Actions
- Root cause analysis - Identify what went wrong
- Issue documentation - Update migration issues tracker
- Fix development - Address problems in sandbox
- Retest thoroughly - Validate fixes before retry
- Stakeholder communication - Explain rollback and next steps
📊 Success Criteria
Quantitative Metrics
- Migration time: < 4 hours total
- Data accuracy: 100% record count match
- Query performance: < 2x SQLite response times
- Downtime: < 1 hour application unavailability
- Error rate: 0 critical errors during migration
Qualitative Indicators
- User experience: No degradation in functionality
- System stability: No crashes or instability
- Team confidence: High confidence in system reliability
- Monitoring clean: No critical alerts or warnings
- Documentation current: All procedures documented
🔧 Emergency Contacts
Technical Team
- Database Admin: [contact] - PostgreSQL expertise
- Application Lead: [contact] - Application configuration
- DevOps Engineer: [contact] - Infrastructure support
- QA Lead: [contact] - Testing and validation
Business Team
- Product Owner: [contact] - Business impact decisions
- Operations Manager: [contact] - User communication
- Security Officer: [contact] - Security concerns
- Compliance Lead: [contact] - Regulatory requirements
📋 Pre-Flight Checklist (Final 24 Hours)
Technical Verification
- Sandbox migration - Final successful test run completed
- Production database - PostgreSQL server health verified
- Backup systems - All backup procedures tested
- Monitoring dashboards - All alerts and monitors active
- Rollback plan - Tested and verified within 2 hours
Operational Readiness
- Team availability - All key personnel confirmed available
- Communication plan - Stakeholder notifications prepared
- Change control - All approvals and documentation complete
- Risk assessment - Mitigation strategies for known risks
- Go/No-Go decision - Final stakeholder approval received
Documentation Current
- Migration procedures - Step-by-step instructions updated
- Troubleshooting guides - Known issues and solutions documented
- Contact information - All emergency contacts verified
- Rollback procedures - Clear instructions for reverting changes
- Post-migration tasks - Cleanup and optimization steps defined
📈 Post-Migration Activities
Immediate (24 hours)
- Performance monitoring - Watch system metrics closely
- User feedback collection - Gather user experience reports
- Data validation - Ongoing verification of data integrity
- Issue tracking - Document any problems discovered
- Team debrief - Capture lessons learned
Short-term (1 week)
- Performance optimization - Tune PostgreSQL configuration
- Index optimization - Create additional indexes if needed
- Monitoring refinement - Adjust alert thresholds
- Documentation updates - Update operational procedures
- Training completion - Ensure team is trained on PostgreSQL
Long-term (1 month)
- SQLite decommission - Remove old SQLite infrastructure
- Backup verification - Validate PostgreSQL backup/restore
- Performance baseline - Establish new performance standards
- Security audit - Complete security review of new system
- Success metrics - Measure and report migration success
🎯 Final Authorization
Sign-off Required
- Database Administrator: _________________ Date: _________
- Application Lead: _________________ Date: _________
- DevOps Engineer: _________________ Date: _________
- QA Lead: _________________ Date: _________
- Product Owner: _________________ Date: _________
- Security Officer: _________________ Date: _________
Migration Approval
Authorized to proceed with production migration: YES / NO
Authorized by: _________________ Date: _________ Time: _________
Migration window: Start: _________ End: _________
Rollback deadline: _________
This checklist ensures systematic, safe migration to production with clear success criteria and rollback procedures.