Welcome to Databricks¶
This documentation site provides how-to guidance and reference information for Databricks and Apache Spark.
Databricks Getting Started Guide¶
This guide shows how to get started with Databricks.
Databricks User Guide¶
This guide shows how to use Databricks as an end user.
Databricks Administration Guide¶
This guide shows how to administer your Databricks account.
Databricks API¶
This guide provides Databricks REST API reference information.
Databricks Release Notes¶
This section provides information about new Databricks functionality.
Databricks Delta Guide¶
This guide shows how to use Databricks Delta.
Apache Spark Reference Guide¶
This guide provides Apache Spark reference information using Databricks examples.
- Spark SQL Guide
- Spark R Guide
- DataFrames and Datasets
- Spark Data Sources
- Connecting to SQL Databases using JDBC
- Cassandra
- Couchbase
- ElasticSearch
- Importing Hive Tables
- MongoDB
- Neo4j
- Oracle
- Reading Avro Files
- Reading CSV Files
- Reading JSON Files
- Reading LZO Compressed Files
- Reading Parquet Files
- Redis
- Riak Time Series
- Zip Files
- Amazon Redshift
- Amazon S3 with Apache Spark
- Azure Blob Storage
- Azure Data Lake Store
- Azure Cosmos DB
- Azure SQL Data Warehouse
- Structured Streaming
- Spark Streaming (Legacy)
- MLlib and Machine Learning
- GraphX and GraphFrames
- Deep Learning
- Apache Spark FAQ
- Educational Materials and Tutorials