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In-Progress

Overview
Programming Guides
Quick Start RDDs, Accumulators, Broadcasts Vars SQL, DataFrames, and Datasets Structured Streaming Spark Streaming (DStreams) MLlib (Machine Learning) GraphX (Graph Processing) SparkR (R on Spark) PySpark (Python on Spark) Declarative Pipelines
API Docs
Python Scala Java R SQL, Built-in Functions
Deploying
Overview Submitting Applications
Spark Standalone YARN Kubernetes
More
Configuration Monitoring Tuning Guide Job Scheduling Security Hardware Provisioning Migration Guide
Building Spark Contributing to Spark Third Party Projects

Migration Guide

This page documents sections of the migration guide for each component in order for users to migrate effectively.

Spark Core
SQL, Datasets, and DataFrame
Structured Streaming
MLlib (Machine Learning)
PySpark (Python on Spark)
SparkR (R on Spark)