SparkMagic: Spark execution via Livy
JSON →SparkMagic is a Jupyter/IPython magic command extension for interactively working with Spark clusters via Livy (REST API). It supports multiple sessions, language interpreters (PySpark, Spark, Scala, SQL), and automatic visualization of DataFrames. Current version is 0.23.0 (released 2025-02-14) with active but low-frequency releases; the project is in maintenance mode.
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