{"enrichment":{"capability":"PySpark is Apache Spark's Python API for distributed data processing and analytics at scale, supporting SQL queries, machine learning, graph processing, and stream processing through high-level APIs.","verdict":"PySpark 4.2.0 is production-stable and actively maintained with no known vulnerabilities, but carries substantial install friction from its Java/Spark dependencies. Suitable for developers working with existing Spark clusters or large-scale distributed analytics, though the experimental nature of the pip packaging and Java requirement warrant careful integration planning."},"id":"pyspark","links":{"html":"https://skillfed.io/packages/pyspark","md":"https://skillfed.io/packages/pyspark.md","pypi":"https://pypi.org/project/pyspark/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-14","license_spdx":null,"license_treatment":"permissive","name":"pyspark","python_support":"supports_current","summary":"Apache Spark Python API"},"popularity":{"tier":"top_1000"},"security":{"n_vulnerabilities":0},"version":"4.2.0"}