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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
Production-ready
✓ Instant download✓ Lifetime updates✓ MIT licensed✓ MIT license✓ Secure checkout (Stripe)

📋 What's Inside 15 files

  • ✓ README.md— Product overview and quick-start guide
  • ✓ manifest.json— Product manifest
  • ✓ pipelines/terraform-infrastructure.yml— Multi-stage Terraform pipeline with validate, plan, apply, and destroy stages
  • ✓ pipelines/databricks-dabs-deploy.yml— Databricks Asset Bundles deployment with multi-environment promotion
  • ✓ pipelines/adf-arm-deploy.yml— Azure Data Factory ARM template deployment pipeline
  • ✓ pipelines/sql-database-migration.yml— SQL database migration pipeline using sqlpackage and DACPAC
  • ✓ templates/shared-steps.yml— Reusable pipeline step templates library
  • ✓ templates/notification-template.yml— Pipeline notification templates for Teams and Slack
  • ✓ config/variable-groups.md— Variable group configuration guide for multi-environment secrets
  • ✓ config/service-connections.md— Service connection setup guide for Azure, Databricks, and GitHub
  • ✓ config/branch-policies.md— Branch policy templates for PR validation, reviewers, and build checks
  • ✓ config/release-gates.json— Release gate configurations with manual approval and automated test gates
  • ✓ monitoring/pipeline-dashboard.yml— Pipeline monitoring dashboard definition
  • ✓ guides/agent_pool_sizing.md— Agent pool sizing guide for self-hosted vs Microsoft-hosted agents
  • ✓ guides/unified_data_platform_cicd.md— Unified data platform CI/CD architecture guide

📁 File Structure 15 files

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

📖 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
FilePurpose
`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
FilePurpose
`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
FilePurpose
`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
FilePurpose
`monitoring/pipeline-dashboard.yml`Pipeline monitoring dashboard definition for Azure DevOps
Guides
FilePurpose

... preview truncated, see full README in product download.

📄 Code Sample .json preview

config/release-gates.json{ "_comment": "Release gate configurations for Azure DevOps environments. Datanest Digital — https://datanest.dev", "schema_version": "1.0.0", "environments": { "dev": { "name": "dev", "description": "Development environment — automatic deployment, no approval gates", "approvals": { "enabled": false }, "gates": { "pre_deployment": [], "post_deployment": [] }, "deployment_window": { "enabled": false } }, "staging": { "name": "staging", "description": "Staging environment — automated test gate required before deployment", "approvals": { "enabled": false }, "gates": { "pre_deployment": [ { "name": "automated-test-gate", "type": "InvokeRestAPI", "description": "Run integration test suite and verify pass rate meets threshold", "configuration": { "url_suffix": "/api/test-results/latest", "method": "GET", "headers": { "Content-Type": "application/json" }, "success_criteria": { "expression": "root['passRate'] >= 95 && root['criticalFailures'] == 0" }, "evaluation_options": {

📅 Changelog

v1.0.0 — Initial release.

Purchases include lifetime updates. Check the product page for the latest version.

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