Python Microservices

  1. Data Management Strategies
    1. Database Patterns
      1. Database per Service
        1. Data Isolation
          1. Schema Independence
            1. Technology Diversity
            2. Shared Database Anti-Pattern
              1. Coupling Issues
                1. Migration Challenges
                  1. Scalability Limitations
                2. Data Consistency
                  1. ACID Properties
                    1. Atomicity
                      1. Consistency
                        1. Isolation
                          1. Durability
                          2. CAP Theorem
                            1. Consistency
                              1. Availability
                                1. Partition Tolerance
                                2. Eventual Consistency
                                  1. Consistency Models
                                    1. Conflict Resolution
                                      1. Convergence Strategies
                                    2. Distributed Transactions
                                      1. Two-Phase Commit
                                        1. Coordinator Role
                                          1. Participant Role
                                            1. Failure Scenarios
                                            2. Saga Pattern
                                              1. Choreography-Based Sagas
                                                1. Orchestration-Based Sagas
                                                  1. Compensating Actions
                                                  2. Event Sourcing
                                                    1. Event Store
                                                      1. Event Replay
                                                        1. Snapshots
                                                      2. Data Synchronization
                                                        1. Change Data Capture
                                                          1. Database Triggers
                                                            1. Transaction Log Mining
                                                              1. Event Publishing
                                                              2. Data Replication
                                                                1. Master-Slave Replication
                                                                  1. Master-Master Replication
                                                                    1. Conflict Resolution

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                                                                4. Inter-Service Communication

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                                                                6. Containerization with Docker