This section discusses the manner in which NDB Cluster divides and duplicates data for storage.
A number of concepts central to an understanding of this topic are discussed in the next few paragraphs.
(Data) Node. An ndbd or ndbmtd process, which stores one or more replicas —that is, copies of the partitions (discussed later in this section) assigned to the node group of which the node is a member.
Each data node should be located on a separate computer. While it is also possible to host multiple data node processes on a single computer, such a configuration is not usually recommended.
It is common for the terms “node” and “data node” to be used interchangeably when referring to an ndbd or ndbmtd process; where mentioned, management nodes (ndb_mgmd processes) and SQL nodes (mysqld processes) are specified as such in this discussion.
The number of node groups in an NDB Cluster is not directly
configurable; it is a function of the number of data nodes and of
the number of replicas
configuration parameter), as shown here:
Thus, an NDB Cluster with 4 data nodes has 4 node groups if
NoOfReplicas is set to 1
config.ini file, 2 node groups if
NoOfReplicas is set to 2,
and 1 node group if
NoOfReplicas is set to 4.
Replicas are discussed later in this section; for more information
Section 126.96.36.199, “Defining NDB Cluster Data Nodes”.
All node groups in an NDB Cluster must have the same number of data nodes.
You can add new node groups (and thus new data nodes) online, to a running NDB Cluster; see Section 18.5.13, “Adding NDB Cluster Data Nodes Online”, for more information.
Partition. This is a portion of the data stored by the cluster. There are as many cluster partitions as nodes participating in the cluster. Each node is responsible for keeping at least one copy of any partitions assigned to it (that is, at least one replica) available to the cluster.
A replica belongs entirely to a single node; a node can (and usually does) store several replicas.
NDB and user-defined partitioning.
NDB Cluster normally partitions
NDBCLUSTER tables automatically.
However, it is also possible to employ user-defined partitioning
NDBCLUSTER tables. This is
subject to the following limitations:
LINEAR KEYpartitioning schemes are supported in production with
The maximum number of partitions that may be defined explicitly for any
8 * MaxNoOfExecutionThreads * [, the number of node groups in an NDB Cluster being determined as discussed previously in this section. When using ndbd for data node processes, setting
number of node groups]
MaxNoOfExecutionThreadshas no effect; in such a case, it can be treated as though it were equal to 1 for purposes of performing this calculation.
See Section 18.4.3, “ndbmtd — The NDB Cluster Data Node Daemon (Multi-Threaded)”, for more information.
For more information relating to NDB Cluster and user-defined partitioning, see Section 18.1.6, “Known Limitations of NDB Cluster”, and Section 19.6.2, “Partitioning Limitations Relating to Storage Engines”.
Replica. This is a copy of a cluster partition. Each node in a node group stores a replica. Also sometimes known as a partition replica. The number of replicas is equal to the number of nodes per node group.
The following diagram illustrates an NDB Cluster with four data nodes, arranged in two node groups of two nodes each; nodes 1 and 2 belong to node group 0, and nodes 3 and 4 belong to node group 1.
Only data (ndbd) nodes are shown here; although a working cluster requires an ndb_mgm process for cluster management and at least one SQL node to access the data stored by the cluster, these have been omitted in the figure for clarity.
The data stored by the cluster is divided into four partitions, numbered 0, 1, 2, and 3. Each partition is stored—in multiple copies—on the same node group. Partitions are stored on alternate node groups as follows:
Partition 0 is stored on node group 0; a primary replica (primary copy) is stored on node 1, and a backup replica (backup copy of the partition) is stored on node 2.
Partition 1 is stored on the other node group (node group 1); this partition's primary replica is on node 3, and its backup replica is on node 4.
Partition 2 is stored on node group 0. However, the placing of its two replicas is reversed from that of Partition 0; for Partition 2, the primary replica is stored on node 2, and the backup on node 1.
Partition 3 is stored on node group 1, and the placement of its two replicas are reversed from those of partition 1. That is, its primary replica is located on node 4, with the backup on node 3.
What this means regarding the continued operation of an NDB Cluster is this: so long as each node group participating in the cluster has at least one node operating, the cluster has a complete copy of all data and remains viable. This is illustrated in the next diagram.
In this example, where the cluster consists of two node groups of two nodes each, any combination of at least one node in node group 0 and at least one node in node group 1 is sufficient to keep the cluster “alive” (indicated by arrows in the diagram). However, if both nodes from either node group fail, the remaining two nodes are not sufficient (shown by the arrows marked out with an X); in either case, the cluster has lost an entire partition and so can no longer provide access to a complete set of all cluster data.