I. Giới thiệu về Redis

Redis is a database management system with key-value data in memory. It is open-source. Redis means "Remote Dictionary Server" and now it has developed to become a system with a lot of functions. It supports pretty much any type of data, and we can use it for a lot of targets.

This is a few advantages of Redis

High performance: Redis is designed to reach high performance because all of Redis's data is stored in memory, which can access and modify data with high speed. Redis can be stored on disk.
Support lots of datatype: Redis supports lots of data types. Example: string, list, set, hash, bitmap, etc., so we can store and work with complex datatypes so easily.
Memory sharing: Redis uses the memory sharing mode for all connections, so we will save the resource and increase the performance. Redis can handle thousands of requests per second.
Scalability and distributed: Redis supports shadring and replicate and scale and distribute system so easily. We can use master-slave replicate.
Other funtions: Redis can use pub/sub (publish/subscribe), transactions, Lua scripting and it supports lots of language programing.

Redis Explained

Reference: Introduction to Redis

II. Lua Script in Redis

Running lua script into Redis server is an important function of Redis. In the article, we will use the strength of lua script in Redis and implement lua script with Go.

1. Lua Script

Lua is a language programming embedded. It is a light-weight language and scalability. Redis uses Lua Scripting Engine to execute Lua's codes in Redis server.

2. Advantages of Lua Script in Redis

Performance: Lua Script is executed in the Redis server, so it decreases the network connection and increases the speed at which the command is executed. Redis supervises sharing memory for all Lua Script, so increase performance.
ACID: Redis supports ACID. Lua Script can execute many Redis commands and ensure data consistency.

3. Applications of Lua Script in Redis

Atomically Increment và Decrement: Lua Script allows you to atomically increase or decrease the value of a Redis key. This is useful in cases like counting views, counting likes, or handling any operation that requires increasing or decreasing numbers.
Filtering và Sorting: Using Lua Script, you can perform filtering and sorting operations on Redis data structures such as sorted sets or lists. This allows you to retrieve and query data according to your specific needs.
Atomicity và isolation: Lua Script provides atomicity and isolation in a distributed environment. You can use Lua Script to perform complex operations on multiple Redis keys in a single transaction, ensuring data consistency.
Xử lý dữ liệu phức tạp: Lua Scripting allows you to write custom code to process Redis data in complex logic. You can perform calculations, conditional expressions, loops, and call Redis functions in a single Lua code.

Lua

III. Implement Lua Script in Redis

1. Problem

We need to count one parameter, "counter" that was saved in the Redis server. Whenever the server receives the request, the counter will add one unit.

Before we implement by using Lua Script, we will init the Redis server.

Init Redis with Golang

func initRedis() (*redis.Client, error) {
    var redisClient *redis.Client

    opts, err := redis.ParseURL("redis://:@localhost:6384")
    if err != nil {
        log.Fatal("failed to init redis:", err)
        return nil, err
    }

    opts.PoolSize = 30
    opts.DialTimeout = 10 * time.Second
    opts.ReadTimeout = 5 * time.Second
    opts.WriteTimeout = 5 * time.Second
    opts.IdleTimeout = 5 * time.Second

    redisClient = redis.NewClient(opts)

    cmd := redisClient.Ping(context.Background())
    if cmd.Err() != nil {
        return nil, cmd.Err()
    }

    return redisClient, nil
}

2. Handle without Lua Script

Step 1: Get the value of "counter". If counter is not existed then counter \= "0".
Step 2: Convert "counter" to number.
Step 3: counter++
Step 4: Save counter into the Redis server.

About the basics, we need four steps to add the "counter" one unit and request to Redis server two times ( set and get )

Implement with Golang

func DoNotUseLuaScript(redisClient *redis.Client) int {
    // Step 1
    currentCountStr, err := redisClient.Get(context.Background(), "counter").Result()
    if err != nil && err != redis.Nil {
        logrus.Warnf("Get value redis by key %v is failed with err: %v", "counter", err)
        return 0
    }

    if err == redis.Nil {
        currentCountStr = "0"
    }

    // Step 2
    currentCount, err := strconv.Atoi(currentCountStr)
    if err != nil {
        logrus.Warnf("Convert string to int is failed with err: %v", err)
        return 0
    }

    // Step 3: increase
    newCount := currentCount + 1

    // Step 4: Set value redis
    isSet := redisClient.Set(context.Background(), "counter", newCount, 0).Val()
    if isSet != "OK" {
        logrus.Warnf("Set value redis by key %v is failed with err: %v", "counter", err)
        return 0
    }

    return newCount
}

3. Handle with Lua Script

We will use Lua Script to resolve the problem. We will combine the 4 processing steps above into 1 script and request the Redis server. We will one time to request the Redis server.

Implement with Golang

func UseLuaScript(redisClient *redis.Client) int {
    script := `
        local currentCount = tonumber(redis.call('GET', KEYS[1]) or '0')
        local newCount = currentCount + tonumber(ARGV[1])
        redis.call('SET', KEYS[1], newCount)
        return newCount
    `

    // Running Lua Script
    resultStr, err := redisClient.Eval(context.Background(), script, []string{"counter-lua"}, 1).Result()
    if err != nil {
        logrus.Warnf("Running Lua Script is failed with err: %v", err)
        return 0
    }

    result, err := strconv.Atoi(fmt.Sprintf("%v", resultStr))
    if err != nil {
        logrus.Warnf("Convert string to int is failed with err: %v", err)
        return 0
    }

    return result
}

4. Main function

func main() {
    // init redis
    redisClient, err := initRedis()
    if err != nil {
        logrus.Warnf("init redis client is failed with err: %v", err)
        return
    }

    // use lua script
    resultLua := 0
    startLua := time.Now()
    for i := 0; i < 10; i++ {
        resultLua = UseLuaScript(redisClient)
    }
    endLua := time.Now()
    logrus.Infof("Result lua script type: %v and time %v ms", resultLua, endLua.Sub(startLua).Milliseconds())

    // do not use lua script
    result := 0
    start := time.Now()
    for i := 0; i < 10; i++ {
        result = DoNotUseLuaScript(redisClient)
    }
    end := time.Now()
    logrus.Infof("Result do not use lua script type: %v and time %v ms", result, end.Sub(start).Milliseconds())
}

5. Result

To clearly see the effectiveness and advantages of using lua script in Redis, we will run the main function to measure the processing time of two methods.

10 request

INFO[0000] Result lua script type: 10 and time 17 ms    
INFO[0000] Result do not use lua script type: 10 and time 26 ms

100 request

INFO[0000] Result lua script type: 100 and time 99 ms   
INFO[0000] Result do not use lua script type: 100 and time 121 ms

Looking at the results, we can also see that applying the lua script to Redis will help process things very quickly. Here, I just took a very simple example. If the processing logic is complex, applying the lua script to Redis will have many advantages: fast, less resources to call Redis, clean code,...

IV. Source code

Source code: Example with Golang
Reference: Scripting with Lua

Tuan Nguyen Van