HarmonyOS:优化网络请求的并发控制原创

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发布于 2025-3-31 09:10

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在HarmonyOS的ArkTS中，对网络请求并发控制进行优化，可避免因过多并发造成性能下降。以下是几种常见的优化策略及示例代码：

1. 请求队列管理

请求队列管理的核心思路是把所有的网络请求放入队列中，按照一定规则逐个处理，避免同时发起过多请求。

class RequestQueue {
    private queue: Array<() => Promise<any>> = [];
    private maxConcurrent: number;
    private activeCount: number = 0;

    constructor(maxConcurrent: number) {
        this.maxConcurrent = maxConcurrent;
    }

    addRequest(request: () => Promise<any>): void {
        this.queue.push(request);
        this.processQueue();
    }

    private async processQueue(): Promise<void> {
        if (this.activeCount >= this.maxConcurrent || this.queue.length === 0) {
            return;
        }
        const request = this.queue.shift();
        if (request) {
            this.activeCount++;
            try {
                await request();
            } catch (error) {
                console.error('Request error:', error);
            } finally {
                this.activeCount--;
                this.processQueue();
            }
        }
    }
}

// 使用示例
const queue = new RequestQueue(3);

function makeNetworkRequest(id: number): () => Promise<any> {
    return async () => {
        console.log(`Starting request ${id}`);
        await new Promise(resolve => setTimeout(resolve, 1000));
        console.log(`Finished request ${id}`);
    };
}

for (let i = 1; i <= 10; i++) {
    queue.addRequest(makeNetworkRequest(i));
}
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2. 限流算法

令牌桶算法是常用的限流算法之一。它会以固定速率往桶里添加令牌，每个请求需要获取一个或多个令牌才能被处理。

class TokenBucket {
    private capacity: number;
    private rate: number;
    private tokens: number;
    private lastRefillTime: number;

    constructor(capacity: number, rate: number) {
        this.capacity = capacity;
        this.rate = rate;
        this.tokens = capacity;
        this.lastRefillTime = Date.now();
    }

    private refill(): void {
        const now = Date.now();
        const elapsedTime = now - this.lastRefillTime;
        const newTokens = (elapsedTime / 1000) * this.rate;
        this.tokens = Math.min(this.capacity, this.tokens + newTokens);
        this.lastRefillTime = now;
    }

    canExecute(): boolean {
        this.refill();
        if (this.tokens >= 1) {
            this.tokens--;
            return true;
        }
        return false;
    }
}

// 使用示例
const bucket = new TokenBucket(10, 2);

function makeRateLimitedRequest(id: number): () => Promise<any> {
    return async () => {
        while (!bucket.canExecute()) {
            await new Promise(resolve => setTimeout(resolve, 100));
        }
        console.log(`Starting rate-limited request ${id}`);
        await new Promise(resolve => setTimeout(resolve, 1000));
        console.log(`Finished rate-limited request ${id}`);
    };
}

for (let i = 1; i <= 10; i++) {
    makeRateLimitedRequest(i)();
}
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3. 连接池技术

连接池技术是预先创建一定数量的网络连接并管理起来，当有请求时从连接池中获取可用连接，使用完后归还，避免频繁创建和销毁连接带来的性能开销。

class ConnectionPool {
    private pool: Array<{ inUse: boolean; connection: any }> = [];
    private maxConnections: number;

    constructor(maxConnections: number) {
        this.maxConnections = maxConnections;
        for (let i = 0; i < maxConnections; i++) {
            this.pool.push({ inUse: false, connection: this.createConnection() });
        }
    }

    private createConnection(): any {
        // 这里模拟创建网络连接
        return {
            sendRequest: () => {
                console.log('Sending request using connection');
            }
        };
    }

    getConnection(): any | null {
        for (const item of this.pool) {
            if (!item.inUse) {
                item.inUse = true;
                return item.connection;
            }
        }
        return null;
    }

    releaseConnection(connection: any): void {
        for (const item of this.pool) {
            if (item.connection === connection) {
                item.inUse = false;
                break;
            }
        }
    }
}

// 使用示例
const connectionPool = new ConnectionPool(3);

function makePooledRequest(id: number): () => Promise<any> {
    return async () => {
        const connection = connectionPool.getConnection();
        if (connection) {
            try {
                console.log(`Starting pooled request ${id}`);
                connection.sendRequest();
                await new Promise(resolve => setTimeout(resolve, 1000));
                console.log(`Finished pooled request ${id}`);
            } finally {
                connectionPool.releaseConnection(connection);
            }
        } else {
            console.log(`No available connection for request ${id}`);
        }
    };
}

for (let i = 1; i <= 10; i++) {
    makePooledRequest(i)();
}
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