Three sleep intervals for three APIs: Steam 250ms, GitHub 100ms, HuggingFace none

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Learn how to set optimal rate-limit sleep intervals for Steam, GitHub, and HuggingFace APIs to avoid failures and ensure smooth ETL pipelines

intermediate Published 23 Jun 2026
Action Steps
  1. Set a 250ms sleep interval for Steam API requests to avoid rate-limiting
  2. Configure a 100ms sleep interval for GitHub API requests to ensure smooth data transfer
  3. Test HuggingFace API requests to determine the optimal sleep interval, as no official rate-limiting is specified
Who Needs to Know This

Data engineers and developers working with APIs can benefit from this knowledge to optimize their ETL pipelines and avoid rate-limiting issues

Key Insight

💡 Setting the right rate-limit sleep intervals can prevent API request failures and ensure efficient data transfer

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💡 Optimize your API requests with the right sleep intervals: 250ms for Steam, 100ms for GitHub, and test for HuggingFace

Key Takeaways

Learn how to set optimal rate-limit sleep intervals for Steam, GitHub, and HuggingFace APIs to avoid failures and ensure smooth ETL pipelines

Full Article

How I set rate-limit sleep intervals for Steam, GitHub, and HuggingFace ETL pipelines — the specific numbers, the failure modes, and what each API actually tolerates.
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