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Koalas: Scaling Pandas APIs on Apache Spark - Performance and Comparison with Dask

Koalas: Scaling Pandas APIs on Apache Spark - Performance and Comparison with Dask

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Influence of Catalyst

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Influence of Catalyst

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Koalas: Scaling Pandas APIs on Apache Spark - Performance and Comparison with Dask

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  1. 1 Introduction
  2. 2 What is Koalas
  3. 3 Internal Frame
  4. 4 Benchmark
  5. 5 Results
  6. 6 Execution Time
  7. 7 Influence of Catalyst
  8. 8 Code Generation
  9. 9 Benchmark Results
  10. 10 Whats New
  11. 11 Main Changes

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