Base classes to use when writing tests with Spark
Role in this project:
Backend Developer Contributions:2 releases, 79 commits, 39 PRs in 4 months
Contributions summary:Mahmoud primarily focused on improving the testing infrastructure for the `spark-testing-base` repository. They made modifications to the `DataFrameSuiteBase` class, including improvements to data frame comparison logic, unpersisting cached RDDs, and adding approximate equality checks. Furthermore, the user addressed code quality by fixing typos, adjusting tolerance levels, and using zipWithIndex. The contributions directly enhanced the robustness of the testing framework.
scalabase-classesspark
Examples for High Performance Spark
Role in this project:
Back-end Developer Contributions:22 commits, 9 PRs, 10 comments in 4 months
Contributions summary:Mahmoud contributed to adding documentation and examples within the `high-performance-spark-examples` repository, focusing on the `GoldiLocksFirstTry`, `GoldiLocksWithHashMap` and `GoldiLocksGroupByKey` Scala files. These commits modified existing code and added new examples to showcase functionalities related to calculating rank statistics on DataFrame. The user implemented and refined multiple techniques to achieve this.
performancescalahigh-performancespark