K8ssandra Architecture - Cassandra
Apache Cassandra is an open-source, NoSQL database built from the foundation of geographically distributed and fault tolerant data replication. Given the ephemeral nature of containers Cassandra is a logical fit as the cloud-native data plane for Kubernetes.
Operations with cass-operator
K8ssandra delegates core Cassandra management to the DataStax Kubernetes Operator for Apache Cassandra, cass-operator. cass-operator handles the provisioning of datacenters, scaling operations, rolling restarts, upgrades, and container failure remediation.
Anatomy of a Cassandra Cluster
Cassandra clusters are separated into a topology of logical datacenters, racks and nodes. We will cover each level of the topology along with its associated Kubernetes.
Logical Datacenters (Namespaces?)
Apache Cassandra clusters are composed of one or more logical datacenters. Datacenters are usually aligned to cloud regions or geographical areas, but may reside within the same geography as other datacenters for workload isolation purposes.
1x Datacenter, 3x Rack, 6x node Cassandra Cluster
Here we have a single Cassandra datacenter occupying a cloud region. In this deployment there are three failure domains, or logical racks where six nodes are deployed.
Logical Racks (StatefulSets)
Each logical datacenter is composed of multiple logical racks (named such as they previously represented physical racks in datacenters). Cassandra ensures that data is replicated across rack boundaries such that the loss of a single rack does not effect data availability. With K8ssandra, logical Cassandra racks are mapped to Kubernetes Stateful Sets. Thus a datacenter with three logical racks will be composed or three Stateful Sets. Stateful Sets allow for reliable and consistent identity and storage between instances of containers running.
If the replication factor in use matches the number of racks being deployed across then each rack contains a single copy of the data. It is important to note that while an entire rack may be taken down and still support operations at local quorum sizing must take into account the additional query load on each of the remaining racks should one become unavailable.
The smallest unit within the topology of a Cassandra cluster is a single node. A Cassandra node is represented by a JVM process. It is possible to run multiple instances or nodes of Cassandra per physical host, but care should be that there are enough fault domains to keep multiple record copies off the same host.
In Kubernetes, each Cassandra pod is composed of a number of containers. The first container run in any Cassandra pod is the
server-config-init initContainer. It handles rendering out configurations on a per pod basis with input from the
CassandraDatacenter custom resource. Then the main, application containers are started. The Cassandra pod always includes two application containers -
cassandra container does not immediately launch Cassandra. Instead the Management API for Apache Cassandra is started first. This boots a REST API for lifecycle and operations tasks to be requested by
cass-operator. For instance all nodes in the cluster may be scheduled and start their management APIs before the operator starts triggering the bootstrap for nodes. The
server-system-logger container’s sole purpose is to
tail Cassandra’s logs at
Check out Monitoring with Prometheus and Grafana
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