Tag: Performance

All the articles with the tag "Performance".

• Batch API Requests in Python: Throughput vs Rate Limit Trade-Off

  9 Oct, 2026

  Push more records through a rate-limited API in Python: concurrency sizing with Little's Law, batch size trade-offs, and an asyncio token bucket with httpx.

• Comparing Parquet Compression Codecs: Snappy vs ZSTD Benchmark

  8 Oct, 2026

  A reproducible PyArrow benchmark of Parquet codecs on 5M rows: Snappy, LZ4, GZIP and ZSTD levels 1–19. File size, write and read time.