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SQL Performance Tuning Scenario #10: Large Dataset Processing Strategies

  • When to use Native SQL Processing vs. Application-Side Processing.
  • How Do Yourself Parallelism (DYP) can accelerate large-scale data operations.
  • Practical implementations of parallel file loading and batch querying using Python (Pandas) and ThreadPoolExecutor.
  • Balancing SQL-native optimizations vs. external parallel execution techniques for large dataset processing.

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