Can I move One or More Nodes from One Apache Cassandra Cluster to Another?
The short answer is it's a bad idea gone wrong; nodes should not be moved between clusters. Data integrity issues, data loss, or other unexpected behavior are highly likely.
Technical Reasons Why Nodes Should Not be Moved Between Clusters
- Different cluster configurations: Each Apache Cassandra cluster has its own configuration, including cluster name, seeds, replication factor, and other performance-related settings. Moving a node between clusters with different configurations will lead to inconsistencies, data loss, or unexpected behavior.
- Different token ranges: In an Apache Cassandra cluster, data is distributed across all nodes, where each node is responsible for a specific token range. When a node is moved between clusters, the token ranges of the destination cluster will not align with the token ranges of the moved node, leading to data inconsistencies.
- Different schema definitions: Cassandra clusters will probably have different schemas, including keyspaces, tables, and column types. The schema dictates how data is structured. Moving a node between clusters with different schemas will result in incompatibilities and data corruption.
- Data replication and consistency: Cassandra uses a replication strategy to maintain data consistency across nodes. When a node is moved between clusters, the new cluster's replication factor and replication strategy will probably not be compatible with the moved node, leading to data inconsistency and potential data loss.
- Cluster membership and topology: Nodes in a Cassandra cluster maintain information about other nodes and the cluster topology using the Gossip protocol. Moving a node between clusters can cause confusion in the cluster membership and disrupt the Gossip protocol's operation, causing data consistency and availability issues.
- Datacenter and rack awareness: Cassandra clusters can span multiple data centers and racks to ensure high availability and fault tolerance. Each node has information about its data center and rack. Moving a node between clusters can lead to incorrect data center and rack assignments, affecting the performance and fault tolerance of the new cluster.