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jayant.sharma

PROFILE

Jayant.sharma

Worked on the apache/spark repository to enhance observability in Spark Structured Streaming by improving the readability of progress metrics. Addressed SPARK-53491 by implementing a targeted fix in Scala that ensures inputRowsPerSecond and processedRowsPerSecond are rendered in plain numeric format rather than exponential notation within the metrics JSON. This adjustment makes the metrics more accessible and user-friendly for operators monitoring streaming jobs. The change was validated against existing metrics pipelines to confirm there was no impact on backward compatibility. The work leveraged skills in Scala, data engineering, and stream processing, focusing on precise, maintainable improvements to the metrics reporting pipeline.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
95
Activity Months1

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for the apache/spark repo focused on observability improvements in Spark Structured Streaming metrics. Implemented a targeted fix to render progress metrics (inputRowsPerSecond and processedRowsPerSecond) without exponential notation, enhancing readability and operator UX. This aligns with SPARK-53491 and was validated against existing metrics pipelines with no backward compatibility impact.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Scala

Technical Skills

Scaladata engineeringstream processing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

apache/spark

Sep 2025 Sep 2025
1 Month active

Languages Used

Scala

Technical Skills

Scaladata engineeringstream processing