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Dhruv Pratap

PROFILE

Dhruv Pratap

During this period, contributed to the apache/iceberg repository by enhancing observability in the Parquet reader component. Developed a feature in Java that logs corrupted filenames when decoding errors occur, improving traceability of faulty data sources. This involved introducing a dedicated logger and updating the FileIterator.next() method to catch ParquetDecodingException and record the specific file causing the issue. The approach focused on robust error handling and logging, enabling faster root-cause analysis for data quality incidents in large-scale data engineering environments. The instrumentation was designed to be non-intrusive, ensuring that data processing semantics and runtime stability remained unaffected throughout deployment.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
38
Activity Months1

Work History

May 2025

1 Commits • 1 Features

May 1, 2025

Summary for 2025-05: Implemented enhanced observability in Apache Iceberg's Parquet reader by adding logging of corrupted filenames when decoding errors occur. This involved introducing a dedicated logger and updating FileIterator.next() to catch ParquetDecodingException and log reader.getFile(), enabling precise tracing of faulty data sources. The change, committed as 91dff9886e6e6c494f6a970129f4c08487c98a0d, supports quicker root-cause analysis and improves data quality governance for large-scale deployments.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Java

Technical Skills

Data EngineeringError HandlingLogging

Repositories Contributed To

1 repo

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

apache/iceberg

May 2025 May 2025
1 Month active

Languages Used

Java

Technical Skills

Data EngineeringError HandlingLogging