技能 编程开发 API速率限制与回退机制处理

API速率限制与回退机制处理

v20260423
speak-rate-limits
本指南提供了处理外部API速率限制的健壮模式。它详细展示了如何使用指数退避(Exponential Backoff)、请求队列和限流策略,通过TypeScript代码实现稳定可靠的API调用。适用于需要进行高频、大批量API交互的生产级应用,如语音评估系统。
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概览

Speak Rate Limits

Overview

Handle Speak API rate limits with exponential backoff, request queuing, and optimization strategies.

Prerequisites

  • Completed speak-install-auth setup
  • Valid API credentials configured
  • Understanding of Speak API patterns

Instructions

Rate Limit Overview

Tier Assessments/min Conversations/min Audio upload/min
Free 10 5 10
Pro 60 30 60
Enterprise 300 150 300

Rate-Limited Client

class RateLimitedSpeakClient {
  private lastRequest = 0;
  private minDelay: number;

  constructor(private client: SpeakClient, requestsPerMinute: number = 60) {
    this.minDelay = 60000 / requestsPerMinute;
  }

  private async throttle() {
    const elapsed = Date.now() - this.lastRequest;
    if (elapsed < this.minDelay) {
      await new Promise(r => setTimeout(r, this.minDelay - elapsed));
    }
    this.lastRequest = Date.now();
  }

  async assessPronunciation(config: PronunciationConfig) {
    await this.throttle();
    return this.retryOn429(() => this.client.assessPronunciation(config));
  }

  private async retryOn429<T>(fn: () => Promise<T>, maxRetries = 3): Promise<T> {
    for (let i = 0; i < maxRetries; i++) {
      try {
        return await fn();
      } catch (err: any) {
        if (err.response?.status === 429 && i < maxRetries - 1) {
          const wait = parseInt(err.response.headers['retry-after'] || String(2 ** i));
          console.log(`Rate limited. Waiting ${wait}s...`);
          await new Promise(r => setTimeout(r, wait * 1000));
          continue;
        }
        throw err;
      }
    }
    throw new Error('Max retries exceeded');
  }
}

Batch Assessment Queue

async function batchAssess(client: RateLimitedSpeakClient, recordings: Recording[]) {
  const results = [];
  for (const rec of recordings) {
    const result = await client.assessPronunciation({
      audioPath: rec.path, targetText: rec.text, language: rec.lang,
    });
    results.push({ ...rec, score: result.score });
    console.log(`Assessed "${rec.text}": ${result.score}/100`);
  }
  return results;
}

Output

  • Limits implementation complete
  • Speak API integration verified
  • Production-ready patterns applied

Error Handling

Error Cause Solution
401 Unauthorized Invalid API key Verify SPEAK_API_KEY environment variable
429 Rate Limited Too many requests Wait Retry-After seconds, use backoff
Audio format error Wrong codec/sample rate Convert to WAV 16kHz mono with ffmpeg
Session expired Timeout after 30 min Start a new conversation session

Resources

Next Steps

See speak-prod-checklist for production readiness.

Examples

Basic: Apply rate limits with default configuration for a standard Speak integration.

Advanced: Customize for production with error recovery, monitoring, and team-specific requirements.

信息
Category 编程开发
Name speak-rate-limits
版本 v20260423
大小 2.92KB
更新时间 2026-04-28
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