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perf(testing): evaluate and optimize pipeline performance #42

@cdcore09

Description

@cdcore09

Measure pipeline performance across varying dataset sizes and configurations, identifying bottlenecks and optimizing for efficiency.

Tasks:

  • Benchmark the pipeline with small, medium, and large datasets to assess scalability.

  • Identify performance bottlenecks in tasks like data download, preprocessing, or S3 uploads.

  • Implement optimizations to improve pipeline speed and resource usage.

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