Modernizing Apache Spark Applications With GenAI: Migrating From Java to Scala

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If you’re working on big data projects using Spark, you’ve likely come across discussions within your team about Java vs. Scala vs. Python, along with comparisons in terms of implementation, API support, and feasibility. These technologies are typically chosen on a case-by-case basis depending on the specific use case.

For example, data engineering teams often prefer to use Scala over Java because of:

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