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Thursday, 8 February 2024

MongoDB Capped Collections: Fixed-Size Collections

MongoDB capped collections are special types of collections that have a fixed size and maintain insertion order. They have a circular structure, meaning that once a capped collection reaches its maximum size, it begins overwriting the oldest documents with new ones. Here are some key features and use cases for capped collections in MongoDB:


1. Fixed Size: Capped collections have a predetermined maximum size specified during their creation. Once this size is reached, any new insertions will overwrite the oldest documents in the collection, maintaining the collection's fixed size.


2. Insertion Order: Documents inserted into a capped collection maintain their insertion order. This makes capped collections suitable for scenarios where you need to maintain a time-ordered or log-like data structure.


3. Automatic Overwrites: When a capped collection reaches its maximum size, MongoDB automatically removes the oldest documents to make space for new insertions. This behavior makes capped collections useful for scenarios like logging or event tracking, where older data is less relevant.


4. Performance: Capped collections can offer better performance for certain use cases compared to regular collections. Since MongoDB doesn't need to perform expensive delete operations to remove old documents (they are overwritten instead), insertion and query performance can be more predictable and consistent.


5. Use Cases:

   - Logging and event tracking: Capped collections are commonly used to store log messages, audit trails, or other time-ordered data.

   - Real-time data processing: Capped collections can be useful for capturing real-time data streams, such as sensor readings or user activity logs.

   - Temporary data storage: Capped collections can serve as temporary storage for data that is only needed for a short period, such as temporary session data.


6. Limitations:

   - Capped collections do not support updates that increase the document size, as this could potentially cause documents to move within the collection, violating the insertion order.

   - Capped collections do not support certain operations like removing individual documents or creating indexes that would require MongoDB to rearrange the documents within the collection.


To create a capped collection in MongoDB, you can use the `db.createCollection()` method and specify the `capped: true` option along with the `size` parameter to set the maximum size of the collection in bytes. For example:


db.createCollection("logs", { capped: true, size: 1000000 }); // creates a capped collection named "logs" with a maximum size of 1 MB

Overall, capped collections provide a convenient and efficient way to manage fixed-size collections with insertion order requirements in MongoDB.

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