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Cloudant vs Redis: What are the differences?
Introduction
Cloudant and Redis are both popular NoSQL databases commonly used in web development. While both databases offer key-value storage, they have distinct differences in terms of performance, scalability, querying capabilities, and data storage methods.
Data Storage Method: Cloudant is a document-oriented database where data is stored in JSON format within documents, allowing for complex and nested data structures. Redis, on the other hand, stores data as key-value pairs with a variety of data types such as strings, lists, sets, and sorted sets, providing more versatility in data storage but with less structure compared to Cloudant.
Scalability: Cloudant is designed to scale horizontally by distributing data across multiple nodes seamlessly, providing high availability and fault tolerance. In contrast, Redis mostly relies on vertical scalability where a single server can be scaled by upgrading its hardware, limiting its scalability in comparison to Cloudant.
Performance: Redis is known for its exceptional performance due to its in-memory storage and support for caching, making it ideal for applications requiring fast read and write speeds. Cloudant, while optimized for handling large amounts of data, may not offer the same level of performance as Redis for real-time data processing and caching needs.
Querying Capabilities: Cloudant provides rich querying capabilities through its use of MapReduce functions and indexes, allowing for complex ad-hoc queries and analytics. Redis, on the other hand, offers limited querying capabilities with basic commands such as key lookup and pattern matching, making it more suitable for simple retrieval and manipulation of data rather than complex querying.
Data Persistence: In terms of data persistence, Cloudant ensures durability by automatically replicating data across multiple nodes and offering backup and restore options. Redis, while capable of persisting data to disk, primarily focuses on in-memory operations, which can be a concern for applications requiring persistent data storage and recovery in case of server failures.
Community Support and Ecosystem: Redis has a vibrant open-source community and a wide range of third-party integrations and tools, making it easier to extend its functionality and integrate with other systems. Cloudant, being a managed database service built on top of Apache CouchDB, may have a smaller community and fewer integration options compared to the extensive Redis ecosystem.
In Summary, Cloudant excels in scalability and data storage flexibility while Redis shines in performance and simplicity, each catering to different use cases in web development.
Pros of Cloudant
- JSON13
- REST interface7
- Cheap4
- JavaScript support3
- Great syncing1
Pros of Redis
- Performance886
- Super fast542
- Ease of use513
- In-memory cache444
- Advanced key-value cache324
- Open source194
- Easy to deploy182
- Stable164
- Free155
- Fast121
- High-Performance42
- High Availability40
- Data Structures35
- Very Scalable32
- Replication24
- Great community22
- Pub/Sub22
- "NoSQL" key-value data store19
- Hashes16
- Sets13
- Sorted Sets11
- NoSQL10
- Lists10
- Async replication9
- BSD licensed9
- Bitmaps8
- Integrates super easy with Sidekiq for Rails background8
- Keys with a limited time-to-live7
- Open Source7
- Lua scripting6
- Strings6
- Awesomeness for Free5
- Hyperloglogs5
- Transactions4
- Outstanding performance4
- Runs server side LUA4
- LRU eviction of keys4
- Feature Rich4
- Written in ANSI C4
- Networked4
- Data structure server3
- Performance & ease of use3
- Dont save data if no subscribers are found2
- Automatic failover2
- Easy to use2
- Temporarily kept on disk2
- Scalable2
- Existing Laravel Integration2
- Channels concept2
- Object [key/value] size each 500 MB2
- Simple2
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Cons of Cloudant
Cons of Redis
- Cannot query objects directly15
- No secondary indexes for non-numeric data types3
- No WAL1