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LokiJS vs Redis: What are the differences?
Introduction: In this article, we will discuss the key differences between LokiJS and Redis, two popular databases used in web development. LokiJS is a lightweight JavaScript in-memory database that provides a document-oriented data model. On the other hand, Redis is an in-memory data structure store that can be used as a database, cache, and message broker. Now, let's explore the specific differences between these two databases.
Data Persistence: LokiJS stores data in memory by default, which means that the data is lost once the application is closed or restarted. However, LokiJS also provides options to persist data to disk, allowing for data to be saved and loaded between application sessions. In contrast, Redis is designed for durable persistence and can save data to disk or replicate it across multiple nodes for data protection and high availability.
Data Scalability: LokiJS is suitable for small to medium-sized applications with a limited amount of data. It is not designed for high-scale applications that require horizontal scaling. Redis, on the other hand, is highly scalable and can handle large amounts of data by distributing it across multiple nodes in a cluster. This makes Redis a preferred choice for applications with high data loads and heavy read and write traffic.
Data Model: LokiJS provides a document-oriented data model similar to NoSQL databases like MongoDB. It allows for flexible and schema-less data structures, making it easy to store and manipulate complex data objects. Redis, on the other hand, provides a key-value data model where data is stored as a simple key-value pair. While Redis supports various data types like strings, hashes, lists, sets, and sorted sets, it does not support complex nested data structures like NoSQL databases.
Data Querying: LokiJS provides a powerful querying engine that allows for complex queries using a MongoDB-inspired syntax. It supports various query operators and can efficiently search and filter data based on different criteria. Redis, on the other hand, does not provide a built-in query language. Instead, it relies on simple key-based operations like GET, SET, and DEL. To perform complex querying in Redis, additional tools or libraries need to be used.
Data Replication: LokiJS does not have built-in support for data replication. If data needs to be replicated across multiple instances or nodes, it needs to be implemented manually. Redis, on the other hand, supports various replication modes like master-slave replication and cluster replication. This allows for automatic data synchronization between multiple instances, ensuring high availability and fault tolerance.
Data Persistence Options: In terms of data persistence options, LokiJS provides the flexibility to choose between different persistence adapters like localStorage, indexedDB, and file system storage. This allows developers to select the most suitable option based on their application requirements and environment. Redis, on the other hand, provides a built-in persistence mechanism that can save data to disk in a compact and efficient manner.
In summary, LokiJS and Redis differ in terms of data persistence, scalability, data model, querying capabilities, data replication support, and data persistence options. While LokiJS is lightweight and suitable for small to medium-sized applications, Redis is highly scalable and designed for high-scale applications with complex data structures.
Pros of LokiJS
- Can query the objects directly3
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 LokiJS
Cons of Redis
- Cannot query objects directly15
- No secondary indexes for non-numeric data types3
- No WAL1