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Distributed Write Operations

Write Operations on Sharded Clusters

For sharded collections in a sharded cluster, the mongos directs write operations from applications to the shards that are responsible for the specific portion of the data set. The mongos uses the cluster metadata from the config database to route the write operation to the appropriate shards.

Diagram of a sharded cluster.

MongoDB partitions data in a sharded collection into ranges based on the values of the shard key. Then, MongoDB distributes these chunks to shards. The shard key determines the distribution of chunks to shards. This can affect the performance of write operations in the cluster.

Diagram of the shard key value space segmented into smaller ranges or chunks.

Important

Update operations that affect a single document must include the shard key or the _id field. Updates that affect multiple documents are more efficient in some situations if they have the shard key, but can be broadcast to all shards.

If the value of the shard key increases or decreases with every insert, all insert operations target a single shard. As a result, the capacity of a single shard becomes the limit for the insert capacity of the sharded cluster.

For more information, see Sharded Cluster Tutorials and Bulk Write Operations.

Write Operations on Replica Sets

In replica sets, all write operations go to the set’s primary. The primary applies the write operation and records the operations on the primary’s operation log or oplog. The oplog is a reproducible sequence of operations to the data set. Secondary members of the set continuously replicate the oplog and apply the operations to themselves in an asynchronous process.

Diagram of default routing of reads and writes to the primary.

For more information on replica sets and write operations, see Replication Introduction and Write Concern Reference.