Information about Introduction to Redis Data Structures: Sorted Sets

Published on October 20, 2016

Author: ScaleGrid

Source: slideshare.net

2. What is Redis? Open Source, NoSQL Database Used by: Twitter, Pinterest, GitHub Stores Advanced Data Structures Client Support: Java, C, Node.js etc Introduction to Redis Data Structures: Sorted Sets

3. What are Sorted Sets? Redis’s most advanced data structure A unique collection of ordered Redis Strings that have a numeric score associated with them Ordering is based on scores and the string lexicographical order The average case insertion, removal and search in sorted sets are O(N), where N is the number of elements in the set. Introduction to Redis Data Structures: Sorted Sets

4. Common Use Cases for Sorted Sets Used as a scoreboard: maintaining an ordered list of unique members sorted by their scores. Sorted sets with identical scores are used as indexes in Redis, from simple to They have a relatively larger memory footprint and exact numbers will depend on the nature of the data set Introduction to Redis Data Structures: Sorted Sets

5. Sorted Set Operations in Redis ZADD ZRANK ZCARD ZREM ZCOUNT ZSCORE ZRANGE ZSCAN The complete list of set related Redis commands can be found here. Introduction to Redis Data Structures: Sorted Sets

6. Internal Implementation Implemented as a dual data structure: It is a combination of both a hash and skip list Skip list ensures that searches are fast Most operations on averages are O(log N) Introduction to Redis Data Structures: Sorted Sets

7. Redis Hashes vs Redis Sorted Sets Optimized for size when they are small Works well with most apps Collections of strings Introduction to Redis Data Structures: Sorted Sets Sorted sets are stored as only hashes until they grow to a certain size

8. Summary Sorted sets have fairly advanced use cases The real value of sorted sets shines in it’s range based on queries within the set Redis sorted sets support a variety of operations from simple set, get, member count to complex lexicographic range calculations Sorted sets are sorted by their score in an ascending order Introduction to Redis Data Structures: Sorted Sets

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