Terraform Databricks
Terraform Databricks
The Databricks Terraform provider is a powerful tool that allows you to manage your Databricks workspaces and associated cloud infrastructure using HashiCorp Terraform’s Infrastructure as Code (IaC) capabilities.
Here’s a summary of what you can do with it:
- Manage Databricks Workspaces: Provision new workspaces or manage existing ones, including settings, permissions, and network configurations.
- Deploy and Manage Clusters: Define cluster configurations, including node types, sizes, libraries, and autoscaling policies.
- Schedule and Orchestrate Jobs: Create and manage Databricks jobs, including notebooks, workflows, and triggers.
- Configure Data Access: Set up data sources, permissions, and security policies for your Databricks environment.
- Automate Infrastructure: Use Terraform’s declarative syntax to define and manage your entire Databricks infrastructure as code, enabling version control, collaboration, and reproducibility.
Getting Started
- Install Terraform: If you haven’t already, download and install Terraform from the official website.
- Install Databricks Provider: Add the Databricks provider to your Terraform configuration. You can find instructions and examples in the provider documentation:
- Configure Authentication: Set up your Databricks credentials (host, token, or Azure authentication) in your Terraform provider configuration.
- Define Your Infrastructure: Start writing your Terraform configuration files (.tf) to describe the Databricks resources you want to create and manage.
Example (Basic Cluster Configuration):
provider "databricks" {
host = "https://<your-databricks-workspace-url>"
token = "<your-personal-access-token>"
}
resource "databricks_cluster" "my_cluster" {
cluster_name = "My Terraform Cluster"
spark_version = "7.3.x-scala2.12"
node_type_id = "Standard_DS3_v2"
num_workers = 2
autotermination_minutes = 120
}
Databricks Training Demo Day 1 Video:
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