Developer Tools and APIs
Who this is for:
Architecture / Concept Overview: Developer Tools and APIs
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DEV[Developer Workstation]:::source
CLI[Databricks CLI]:::ingestion
SDK[Python / Java / Go SDKs]:::processing
REST[REST API]:::processing
CONNECT[Databricks Connect]:::serving
DABS[DABs / Terraform]:::governance
WS[Databricks Workspace]:::storage
DEV --> CLI --> WS
DEV --> SDK --> WS
DEV --> REST --> WS
DEV --> CONNECT --> WS
DEV --> DABS --> WS
*Developer tools provide multiple programmatic pathways into the Databricks platform, each optimized for different workflows.*
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TOOLS[Developer Tools Ecosystem]:::source
INTERACTIVE[Interactive Tools]:::ingestion
AUTOMATION[Automation Tools]:::processing
IAC[Infrastructure as Code]:::governance
VCS[Version Control]:::storage
APPS[Application Hosting]:::serving
TOOLS --> INTERACTIVE
TOOLS --> AUTOMATION
TOOLS --> IAC
TOOLS --> VCS
TOOLS --> APPS
INTERACTIVE --> CLI_T[CLI]:::ingestion
INTERACTIVE --> CONNECT_T[Databricks Connect]:::ingestion
AUTOMATION --> REST_T[REST API]:::processing
AUTOMATION --> SDK_T[Language SDKs]:::processing
IAC --> DABS_T[DABs]:::governance
IAC --> TF_T[Terraform Provider]:::governance
VCS --> GIT_T[Git Integration]:::storage
APPS --> DBAPPS[Databricks Apps]:::serving
*The developer tools ecosystem spans interactive development, CI/CD automation, infrastructure provisioning, version control, and application deployment.*
Key Terms
Prerequisites and Setup
- A Databricks workspace on AWS, Azure, or GCP
- A personal access token (PAT) or OAuth credentials configured
- Python 3.8+ for SDK and CLI usage
- Terraform 1.0+ for infrastructure provisioning
- Git client installed for version control workflows
Step-by-Step Implementation
Configuration Reference
| Tool | Auth Methods | Install Method | Primary Use Case |
|---|---|---|---|
| Databricks CLI | PAT, OAuth, Azure CLI | pip install databricks-cli | Workspace management, deployments |
| REST API | PAT, OAuth, Service Principal | HTTP client | Automation, CI/CD |
| Python SDK | PAT, OAuth, Azure CLI | pip install databricks-sdk | Application development |
| Databricks Connect | PAT, OAuth | pip install databricks-connect | Local Spark development |
| DABs | CLI authentication | Bundled with CLI | Resource deployment |
| Terraform Provider | PAT, Service Principal | Terraform registry | Infrastructure provisioning |