Continuous Integration and Continuous Delivery (CI/CD)

  1. Database CI/CD
    1. Database Development Challenges
      1. Schema Evolution
        1. Data Migration
          1. Environment Consistency
            1. Rollback Complexity
            2. Database Migration Strategies
              1. State-Based Migrations
                1. Schema Comparison
                  1. Automated Script Generation
                    1. Conflict Resolution
                    2. Migration-Based Approaches
                      1. Sequential Migrations
                        1. Migration Versioning
                          1. Migration Testing
                        2. Database CI/CD Tools
                          1. Flyway
                            1. Migration Scripts
                              1. Version Control Integration
                                1. Command Line Interface
                                2. Liquibase
                                  1. Change Sets
                                    1. Database Refactoring
                                      1. Rollback Capabilities
                                      2. Alembic
                                        1. Python Integration
                                          1. Auto-Generation
                                            1. Branch Management
                                          2. Database Testing
                                            1. Unit Testing for Databases
                                              1. Stored Procedure Testing
                                                1. Function Testing
                                                  1. Data Validation
                                                  2. Integration Testing
                                                    1. Database Integration Tests
                                                      1. Performance Testing
                                                        1. Data Quality Testing
                                                      2. Data Management in CI/CD
                                                        1. Test Data Management
                                                          1. Data Generation
                                                            1. Data Masking
                                                              1. Data Refresh Strategies
                                                              2. Production Data Considerations
                                                                1. Data Privacy
                                                                  1. Compliance Requirements
                                                                    1. Backup and Recovery

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                                                                9. Monitoring and Observability

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                                                                11. Advanced CI/CD Practices