How do I handle rate limit errors?

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Based on the knowledge sources, here's how to handle rate limit errors in Mixpanel: When you encounter rate limit errors (HTTP 429 status code) from Mixpanel's APIs, you should implement an exponential backoff with jitter strategy. Here's the recommended approach: 1. For the Ingestion API: - Start with a backoff of 2 seconds - Double the backoff time until reaching 60 seconds - Add 1-5 seconds of jitter (random variation) - Use 10-20 concurrent clients sending 2K events per batch for optimal results - Use gzip compression with Content-Encoding: gzip to reduce network usage - Don't retry 400 errors as they indicate validation issues that won't resolve with retries Import Events documentation2. For other APIs (Query API, Raw Data Export API): - Spread your queries over a longer period of time - Consolidate multiple queries into a single query where possible Rate Limits documentation3. For Google PubSub integration: - Configure PubSub to perform exponential backoff if the function times out - For non-retryable errors (400), enqueue messages to a dead-letter-queue for later inspection Google PubSub documentationRemember that different Mixpanel APIs have different rate limits: - Ingestion API: 2GB uncompressed JSON/minute or ~30k events/second - Query API: 5 concurrent queries and 60 queries/hour - Raw Data Export API: 100 concurrent queries, 60 queries/hour, and 3 queries/second - GDPR API: 1 request per secondFor enterprise customers who need higher limits for one-time backfills, you can contact your sales representative with your project_id and use case.Virtual Network Computing - VNC

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