Databricks reference documentation
This page contains links to comprehensive reference documentation, including links to reference for Databricks APIs, SQL, CLIs, SDKs, and other resources.
REST API reference
Reference | Description |
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REST API reference for Databricks services. | |
REST API reference for MLflow machine learning lifecycle management and model tracking. | |
REST API reference for SCIM API for user and group management across Databricks accounts. | |
REST API reference for version 2.0 version of the Jobs REST API. Databricks recommends that you use the latest Databricks REST API for new and existing clients and scripts. |
Python reference
Python reference | Description |
---|---|
Reference documentation for PySpark. | |
Reference for feature engineering and feature store operations. | |
Deprecated. Use the Feature engineering Python API instead. | |
Reference for AutoML functionality and automated machine learning workflows. | |
Python API reference for Delta Lake operations and versioning. | |
Python API reference specific to Lakeflow Declarative Pipelines development and transformations. | |
Python API reference for Lakehouse Monitoring. | |
Python API reference for MLflow. | |
Reference for the Python API for managing endpoints and indexes in the Vector Search service. | |
Reference for the Agents Python API for building and deploying AI agents and conversational applications. | |
Reference for the Databricks AI Bridge, Langchain Integrations, OpenAI Integrations, and MCP Python APIs. | |
Python API reference for serverless GPU computing and model inference. |
Scala reference
Scala reference | Description |
---|---|
Databricks Spark API reference for Scala. | |
Scala API reference for Delta Lake operations and versioning. |
SQL reference
SQL language reference | Description |
---|---|
SQL reference for Databricks SQL, including syntax, functions, and operators. | |
SQL reference specific to Lakeflow Declarative Pipelines development and transformations. |
Developer tools reference
Reference | Description |
---|---|
Command reference for the Databricks CLI. | |
Reference for Databricks Asset Bundles configuration YAML. | |
Reference documentation for the Databricks Terraform provider. | |
Reference for the Python SDK for integration with Databricks and automation in Python applications. | |
Reference for the R SDK for data science workflows and statistical computing with Databricks. | |
Reference for the Java SDK for enterprise applications and JVM-based integrations. | |
Reference for the Go SDK for high-performance applications and cloud-native integrations. |
Error reference
Reference | Description |
---|---|
Complete reference for SQL error codes and their meanings in Databricks. | |
Error class documentation for categorized error types and resolution guidance. |
Additional resources
Resource | Description |
---|---|
Reference documentation overview for Apache Spark APIs. | |
Reference links for Delta Lake operations and versioning (Delta Spark). | |
Overview of Python development on Databricks. | |
Overview of Scala development on Databricks. | |
Overview of R-based data processing and analytics on Databricks. |