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- Development Checklist
The following checklist, along with the Operations Checklist, provides recommendations to help you avoid issues in your production MongoDB deployment.
Data in MongoDB has a dynamic schema. Collections do not enforce document structure. This facilitates iterative development and polymorphism. Nevertheless, collections often hold documents with highly homogeneous structures. See Data Modeling Concepts for more information.
- Determine the set of collections that you will need and the
indexes required to support your queries. With the exception of
_idindex, you must create all indexes explicitly: MongoDB does not automatically create any indexes other than
- Ensure that your schema design supports your deployment type: if you planning to use sharded clusters for horizontal scaling, design your schema to include a strong shard key. The shard key affects read and write performance by determining how MongoDB partitions data. See: Impacts of Shard Keys on Cluster Operations for information about what qualities a shard key should possess. You cannot change the shard key once it is set.
- Ensure that your schema design does not rely on indexed arrays that grow in length without bound. Typically, best performance can be achieved when such indexed arrays have fewer than 1000 elements.
- Consider the document size limits when designing your schema.
BSON Document Sizelimit is 16MB per document. If you require larger documents, use GridFS.
Use an odd number of replica set members to ensure that elections proceed successfully. If you have an even number of members, use an arbiter to ensure an odd number of votes.
- Make use of connection pooling. Most MongoDB drivers support connection pooling. Adjust the connection pool size to suit your use case, beginning at 110-115% of the typical number of concurrent database requests.
- Ensure that your applications handle transient write and read errors during replica set elections.
- Ensure that your applications handle failed requests and retry them if applicable. Drivers do not automatically retry failed requests.
- Use exponential backoff logic for database request retries.
cursor.maxTimeMS()for reads and wtimeout for writes if you need to cap execution time for database operations.