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Using Redis to implement current limiting in ThinkPHP6

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2023-06-21 15:22:401614browse

With the widespread use of Internet applications, how to effectively control traffic has become an important issue. There are currently many methods for the specific implementation of flow control. One method is to implement current limiting through the use of Redis. This article will introduce how to use Redis to implement current limiting in ThinkPHP6.

1. What is current limiting?

Current limiting is a means of controlling access traffic to a certain extent to ensure that the business system can run stably. There are many ways to implement current limiting, the more commonly used ones are the leaky bucket algorithm and the token bucket algorithm.

The principle of the leaky bucket algorithm is to put the request traffic into a leaky bucket like running water. When the leaky bucket is full, the request can be rejected. The advantage of this method is that it can handle traffic peaks smoothly, but it needs to be considered whether the capacity setting of the leaky bucket is reasonable.

The token bucket algorithm controls the request traffic by issuing tokens. When the request cannot obtain the token, the request can be rejected. This method is more flexible than the leaky bucket algorithm, but it needs to consider the token issuance speed and peak processing.

2. How to use Redis to implement current limiting in ThinkPHP6

1. Install Redis extension

Before using Redis to implement current limiting, you need to install the Redis extension and Redis service. end.

Taking Windows as an example, you can download and install the Redis server directly from the Windows official website. Installing Redis extensions in PHP requires the PECL command. Enter the following command in the terminal to install:

pecl install redis

2. Configure Redis

To use Redis in ThinkPHP6, you need to configure the corresponding connection information in the configuration file. The default configuration file is config/redis.php.

In this file, three parameters need to be configured: host, port and password. host represents the host address of the Redis server; port represents the port number of the Redis server; password represents the authentication password for connecting to the Redis server. If the Redis server does not set a password, this item can be left blank.

3. Write current limiting code

Use Redis to implement current limiting in ThinkPHP6, generally using the token bucket algorithm. The implementation code is as follows:

use thinkacadeCache;

class TokenBucketRedisLimiter
{
    private $maxTokens;  // 桶的容量
    private $tokensPerSecond;  // 令牌生成速率
    private $lastRefillTime;  // 上次生成令牌时间
    private $tokens;  // 当前桶中令牌数
    private $redisKey;  // Redis中存储桶的键名
    private $redis;  // Redis连接对象

    public function __construct($redisKey, $maxTokens, $tokensPerSecond)
    {
        $this->redis = Cache::handler();  // 获取Redis连接对象
        $this->redisKey = $redisKey;  // 存储的键名
        $this->maxTokens = $maxTokens;  // 桶的容量
        $this->tokensPerSecond = $tokensPerSecond;  // 令牌生成速率
        $this->lastRefillTime = microtime(true);  // 上次生成令牌时间
        $this->tokens = 0;  // 当前桶中令牌数
    }

    public function consume()
    {
        $this->refillTokens();

        if ($this->tokens <= 0) {
            return false;  // 没有令牌,请求被拒绝
        }

        $this->tokens--;
        $this->redis->set($this->redisKey, $this->tokens);  // 更新Redis中存储的令牌数

        return true;  // 请求通过,获得了一个令牌
    }

    private function refillTokens()
    {
        $now = microtime(true);
        $timeDelta = $now - $this->lastRefillTime;  // 上次生成令牌到现在的时间

        $newTokens = $timeDelta * $this->tokensPerSecond;  // 生成新的令牌数
        $this->tokens = min($this->tokens + $newTokens, $this->maxTokens);  // 更新令牌数

        $this->lastRefillTime = $now;  // 更新上次生成令牌时间

        // 将桶的容量存储到Redis中
        $this->redis->set($this->redisKey . ':maxTokens', $this->maxTokens);
    }
}

The main function of this class is to maintain a bucket in Redis and put request traffic into the bucket for processing.

3. Summary

This article introduces how to use Redis to implement current limiting in ThinkPHP6. Using Redis to implement current limiting can smoothly handle traffic peaks, which is a better way. When implementing, you need to pay attention to configuring Redis and use the token bucket algorithm for current limiting.

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