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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
MarkdownJSONYAMLTerraformAzureDatabricksDelta LakeRedisCI/CD

📁 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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