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Atomic Updates on MongoDB with Spring Data

MongoDB provides operators for atomic updates in addition to the normal insert and modify functionality. These operators include, $inc, $set and $unset; and are particularly useful for keeping counters and for thread-safe field updates, which helps resolve data-related concurrency issues in web and multi-threaded applications. If persistence is required and performance is not an issue, these operators can also be a good replacement for single-threaded caching solutions like Redis by providing persistent atomic operations. The use cases for using these operations include, real-time web analytics, leader boards, rate limiting etc.

Spring data provides simple constructs to easily perform these atomic operation on Mongo documents. Below is a sample document, so lets update it atomically.




Below is the Spring Data code snippet for querying and updating documents. The $inc operator is used to increment or decrement the field value. And $set updates the field value or adds a field in the document if it doesn’t exist. Similarly $unset operator removes the field from the document.

When the above update operation runs, the document will have “hits” incremented by 1, “lastAccess” set to current date and the “inactive” field removed. All of it thread-safe and atomic. And the resulting document will look something like below:

 

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