Astronomer marks features as “deprecated” to evolve our products and services to meet modern best-practices. Deprecated features are not recommended for production use and will be removed in the future. Deprecations of GA features align with our support commitments and policies. To get more information or file a support request for a deprecated feature, see Submit a support request.Documentation Index
Fetch the complete documentation index at: https://astronomer-preview.mintlify.app/llms.txt
Use this file to discover all available pages before exploring further.
Get Started
- Start your Astro trial
- Run your first dag on Astro
- Run your first dag on Astro
- Run your first dag with GitHub Actions
- Run your first dag with the Astro CLI
- Log in to Astro
- Migrate to Astro from Amazon MWAA
- Migrate to Astro from Google Cloud Composer
- Install Astro from the Azure Marketplace as an Azure Native ISV service
- Subscribe to Astro from the AWS Marketplace
Develop
- Write and run dags on Astro
- Astro IDE overview
- Astro IDE Quickstart
- Import CLI projects to the Astro IDE
- Import GitHub projects to the Astro IDE
- Import a Git project to the Astro IDE
- Author dags with the Astro IDE
- Blueprint
- Test and run code with the Astro IDE
- Deploy code from the Astro IDE
- Deploy code from the Astro IDE to Git
- Astro MCP servers
Manage Configuration
- Manage Airflow connections, variables, and environment variables
- Create Airflow connections in the Astro UI
- Create Airflow variables in the Astro UI
- Create environment variables in the Astro UI
- Import and export Airflow connections and variables
- Environment variables
- Manage environment variables on Astro
- Configure a secrets backend
Run Workloads
- Run the KubernetesPodOperator on Astro
- Configure task-level Pod resources
- Mount temporary directory
- Run your Deployment's current Airflow image
- Run images from a private registry
- Run images from Amazon Elastic Container Registry (ECR)
- Run images from Google Artifact Registry
- Use secret environment variables
- Use the @task.kubernetes decorator
- Launch a Pod in an EKS cluster on AWS
- Launch a Pod in an AKS cluster on Azure
- Dag versioning
- View Airflow component and task logs for a Deployment
- Manage dag runs
- Using the Airflow REST API with Astro
- Manage Airflow executors on Astro
- Astro executor
- Configure the Celery executor
- Configure tasks to run with the Kubernetes executor
- Configure worker queues
Deploy And Automate
- Deploy code to Astro
- Deploy an Astro project as an image
- Deploy Dags to Astro
- Deploy code with the Astro GitHub integration
- Deploy dbt projects to Astro
- Roll back to previous deploys using deploy histories
- Overview
- Deployment details
- Configure Deployment resources
- Initialize and deploy Remote Execution projects
- Automate actions on Astro
- Authenticate an automation tool to Astro
- Develop a CI/CD workflow for deploying code to Astro
- Astro Terraform Provider
- Manage Deployments programmatically using Deployment files
- Deployment file reference
- View metrics for Astro Deployments
- View and address Deployment health incidents
- Create and manage Deployment API tokens
- Custom role permissions reference
Documentation
Remote Execution
- Remote Execution overview
- Remote Execution shared responsibility model
- Get started with Remote Execution
- Register and configure agents
- Remote Execution Agent failure and recovery scenarios
- Configure secrets backend
- Configure XCom backend
- Configure DAG sources
- Configure logging
- Configure LoggingSidecar in a Remote Execution Agent
- Send Remote Execution Agent task logs to external logging provider
- Show Remote Execution Agent task logs in Airflow UI
- Configure OpenLineage for a Remote Execution Agent
- Sentinel for Remote Execution Agents
- Install Remote Execution Agents in a restricted kubernetes namespace
- Set up custom timetable support for Remote Execution
- Configure AWS PrivateLink for Remote Execution Agents
- Configure Azure Private Link for Remote Execution Agents
- Deploy a dbt project to Remote Execution Agents
- Helm chart configuration reference
- Remote Execution Agent release notes
- Remote Execution Agent image reference
- Remote Execution Agent maintenance policy
Secrets Backend
CI/CD Templates
- Template options
- GitHub Actions templates for deploying code to Astro
- Default deploy action for deploying code to Astro
- dbt deploy action for deploying dbt code to Astro
- GitHub Actions templates for deploying code to preview Deployments on Astro
- GitHub Actions templates for deploying to Astro from private networks
- Astro CI/CD templates for Jenkins
- Astro CI/CD templates for GitLab
- Deploy dags from an AWS S3 bucket to Astro using AWS Lambda
- Astro CI/CD templates for AWS CodeBuild
- Astro CI/CD templates for Azure DevOps
- Deploy Dags from Google Cloud Storage to Astro
- Astro CI/CD templates for Bitbucket
- Astro CI/CD templates for CircleCI
- Astro CI/CD templates for Drone
- Astro CI/CD templates for Harness
Observe And Alert
- Get started with Observe
- Assets overview
- Service Level Agreements (SLAs)
- Monitors in Astro Observe
- Data quality
- Event timeline
- Root cause analysis and AI log summaries
- Lineage
- Configure OpenLineage on Astro
- Use TransformTransport to customize OpenLineage events
- View Organization dashboards
- Export Astro reporting data
- Set up Astro alerts
- Configure Airflow email notifications on Astro
- Export Astro audit logs
- Export metrics from Astro
- Export metrics and logs to Datadog
- Export logs to AWS CloudWatch
- Export logs to a Secondary S3 Bucket
- Export logs to a Secondary WASB Container
- Export logs to a Secondary GCS Bucket
Administration
- Manage users in an Astro Organization
- Manage users in your Astro Workspace
- Configure Teams on Astro
- Set up authentication and single sign-on for Astro
- Set up IP Access List on Astro
- Set up SCIM provisioning on Astro
- Create and manage domains for your Organization
- Astro user permissions reference
- Dag-level access control
- Create and assign custom Deployment roles
- Configure Workspaces on Astro
- Create and manage Workspace API tokens
- Update settings for your Astro Organization
- Create and manage Organization API tokens
- Manage Astro billing
Infrastructure
- Create a dedicated Astro cluster
- Authorize Workspaces to a cluster
- Astro Hosted resource reference
- View clusters
- Create network connections between Astro and external resources
- Create a network connection between Astro and AWS
- Connect to a public AWS Endpoint
- AWS Networking: VPC Peering
- AWS Networking: VPN
- AWS Networking: AWS PrivateLink
- AWS Networking: Transit Gateways
- AWS Networking: Hostname resolution options
- Create a network connection between Astro and Azure
- Create a connection between Astro and Azure public endpoint
- Azure Networking: VNet Peering
- Azure Networking: VHub Peering
- Azure Networking: VPN
- Azure Networking: Azure PrivateLink
- Azure Networking: Hostname resolution options
- Create a network connection between Astro and GCP
- Enable Private Network Egress
- Configure Customer Managed Egress
Reference And Support
- Astro release notes
- Subscribe to release notes
- Submit a support request
- Book Astro office hours
- Global environment variables
- Add Astro domains to your network
- Astro feature previews
- Astro deprecations
- Security in Astro
- Shared responsibility model
- Resilience
- Disaster recovery
- Prepare for disaster recovery
- Set up disaster recovery
- Trigger failover and failback
- Data protection
- GDPR compliance
- HIPAA compliance
- Secrets management
- Astro glossary
Best Practices
- Airflow Edge Cases on Astro
- Best practices for upgrading Astro Runtime on Astro
- When to use Airflow or Astro alerts for your pipelines on Astro
- Best practices for rightsizing Airflow resources on Astro
- Manage Astro connections in branch-based deploy workflows
- Cross-deployment dependencies
- Dag writing on Astro
- Manage development Deployments on Astro
- Astro API best practices
- Manage resources on Astro
- Choose a code repository strategy
- Use Git submodules with an Astro project
Reference And Support
Astro deprecations
Learn about Astro feature deprecations
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