Spark SQL — PySpark master documentation - Databricks
This page gives an overview of all public Spark SQL API.
Spark SQL and DataFrames - Spark 4.1.0 Documentation
All of the examples on this page use sample data included in the Spark distribution and can be run in the spark-shell, pyspark shell, or sparkR shell. One use of Spark SQL is to execute SQL …
Apache Spark overview - Azure Databricks | Microsoft Learn
Nov 6, 2025 · Apache Spark is the technology powering compute clusters and SQL warehouses in Azure Databricks. This page provides an overview of the documentation in this section.
Apache Spark overview - Databricks on AWS
Sep 17, 2025 · Apache Spark is the technology powering compute clusters and SQL warehouses in Databricks. This page provides an overview of the documentation in this section. Get started …
Explain the Role of Apache Spark in Azure Data Engineering
Spark is widely adopted due to its in-memory computing, fault tolerance, and ability to process both batch and streaming data. In Azure, Spark is tightly integrated with services like Azure …
dbt with Databricks: The Basics and a Quick Tutorial | Dagster
Jan 6, 2026 · Why Use dbt with Databricks? Databricks is a cloud-based platform for large-scale data engineering, analytics, and machine learning. It is built on Apache Spark and offers a …
PySpark on Databricks | Databricks on AWS
Nov 19, 2025 · With Spark DataFrames, you can efficiently read, write, transform, and analyze data using Python and SQL, which means you are always leveraging the full power of Spark.
PySpark reference - Azure Databricks | Microsoft Learn
Dec 1, 2025 · Main classes for working with PySpark SQL, including SparkSession and DataFrame fundamentals. The entry point for reading data and executing SQL queries in …
Working with SQL at Scale - Spark SQL Tutorial - Databricks
This tutorial will familiarize you with essential Spark capabilities to deal with structured data typically often obtained from databases or flat files. We will explore typical ways of querying …
What is Spark SQL? Intro, Features & Benefits | Databricks
Many data scientists, analysts, and general business intelligence users rely on interactive SQL queries for exploring data. Spark SQL is a Spark module for structured data processing. It …