Data tooling landscape

Control Plane

Decides what runs, when and how. Orchestration, infrastructure as code and CI/CD for data.

5 tools · 3 categories

Orchestration & Scheduling (1)

Apache Airflow

Control Plane · Orchestration & Scheduling

Open-source platform for authoring, scheduling and monitoring workflows defined as Python DAGs.

  • Open source

Infrastructure as Code (3)

Bicep

Control Plane · Infrastructure as Code

Microsoft's domain-specific language for declaratively deploying Azure resources.

  • Open source

Databricks Asset Bundles

Control Plane · Infrastructure as Code

Defines Databricks jobs, pipelines and resources as code, deployed with the Databricks CLI.

  • Commercial

Terraform

Control Plane · Infrastructure as Code

Infrastructure as code tool from HashiCorp, with providers for clouds and data platforms such as Databricks and Snowflake.

  • Source available

DataOps & CI/CD (1)

Azure DevOps

Control Plane · DataOps & CI/CD

Microsoft's suite of repos, boards and CI/CD pipelines.

  • Commercial