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sparkparse

identify spark bottlenecks without breaking your neck

example

design goals

  • simplified ui that highlights bottlenecks and their causes
  • node drill-down for detailed information and metric distribution
  • generation of base models and dataframes for extensible analysis

TODOs

  • structured node details like project columns and scan sources
  • task histograms on node click
  • hotspot highlighting by metrics other than duration (spill, records, etc.)
  • metric capture via context manager / decorator
  • reading from cloud storage

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