Azure DevOps for Data Pipelines

$59

Complete Azure DevOps configuration for data pipeline CI/CD covering Terraform, DABs, ADF, and SQL deployments in a unified architecture.

📁 15 files🏷 v1.0.0

JSONMarkdownYAMLTerraformAzureDatabricksDelta LakeRedisCI/CD

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📁 File Structure 15 files

azure-devops-data-pipelines/ ├── README.md ├── config/ │ ├── branch-policies.md │ ├── release-gates.json │ ├── service-connections.md │ └── variable-groups.md ├── guides/ │ ├── agent_pool_sizing.md │ └── unified_data_platform_cicd.md ├── monitoring/ │ └── pipeline-dashboard.yml ├── pipelines/ │ ├── adf-arm-deploy.yml │ ├── databricks-dabs-deploy.yml │ ├── sql-database-migration.yml │ └── terraform-infrastructure.yml └── templates/ ├── notification-template.yml └── shared-steps.yml

📖 Documentation Preview README excerpt

Azure DevOps for Data Pipelines

Production-ready CI/CD pipeline templates for modern data platforms on Azure.

Product ID: azure-devops-data-pipelines

Version: 1.0.0

Price: $59 USD

Author: [Datanest Digital](https://datanest.dev)

Overview

A comprehensive collection of Azure DevOps pipeline definitions, reusable templates, and

configuration guides purpose-built for data engineering teams. These templates codify

battle-tested patterns for deploying Terraform infrastructure, Databricks workloads,

Azure Data Factory pipelines, and SQL database migrations across multi-environment

promotion flows.

Every pipeline follows the principle of least-privilege execution, **environment

isolation, and gated promotion** so your data platform deployments are auditable,

repeatable, and safe.

What's Included

Pipelines

File	Purpose
`pipelines/terraform-infrastructure.yml`	Multi-stage Terraform pipeline with validate, plan, apply, and destroy stages with manual approval gates
`pipelines/databricks-dabs-deploy.yml`	Databricks Asset Bundles (DABs) deployment with multi-environment promotion
`pipelines/adf-arm-deploy.yml`	Azure Data Factory ARM template export and deployment
`pipelines/sql-database-migration.yml`	SQL database migration using sqlpackage and DACPAC

Reusable Templates

File	Purpose
`templates/shared-steps.yml`	Library of reusable step templates (checkout, auth, tagging, artifact publish)
`templates/notification-template.yml`	Teams and Slack notification templates for pipeline events

Configuration Guides

File	Purpose
`config/variable-groups.md`	Variable group configuration for multi-environment secrets management
`config/service-connections.md`	Service connection setup for Azure, Databricks, and GitHub
`config/branch-policies.md`	Branch policy templates for PR validation, required reviewers, and build checks
`config/release-gates.json`	Release gate configurations with manual approval and automated test gates

Monitoring

File	Purpose
`monitoring/pipeline-dashboard.yml`	Pipeline monitoring dashboard definition for Azure DevOps

Guides

File	Purpose

... continues with setup instructions, usage examples, and more.

📄 Code Sample .yml preview

monitoring/pipeline-dashboard.yml # --------------------------------------------------------------------------- # Pipeline Monitoring Dashboard Definition # Azure DevOps dashboard widgets for pipeline health and performance # # Datanest Digital — https://datanest.dev # Product: Azure DevOps for Data Pipelines # # This file defines the dashboard layout and widget configurations. # Import via the Azure DevOps REST API or use as a reference for manual setup. # --------------------------------------------------------------------------- dashboard: name: "Data Platform CI/CD Dashboard" description: "Consolidated view of all data platform pipeline health, performance, and deployment status" refresh_interval_seconds: 300 # ----------------------------------------------------------------------- # Row 1: Pipeline Status Overview # ----------------------------------------------------------------------- rows: - name: "Pipeline Health" widgets: - type: "build-chart" title: "Terraform Infrastructure" size: { columns: 2, rows: 1 } configuration: pipeline_name: "terraform-infrastructure" chart_type: "pass-rate" time_range_days: 30 branches: - main - develop thresholds: success_rate_warning: 90 success_rate_critical: 75 - type: "build-chart" title: "Databricks DABs Deploy" size: { columns: 2, rows: 1 } configuration: pipeline_name: "databricks-dabs-deploy" chart_type: "pass-rate" time_range_days: 30 branches: - main - develop thresholds: success_rate_warning: 90 success_rate_critical: 75 # ... 189 more lines ...

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