Kestra, Open source declarative data orchestrationKestra, Open source declarative data orchestration
  • Product

    • Open Source
      Discover all the features of Kestra

    • Enterprise Edition
      Security and High Availability for enterprise

    • Declarative Orchestration
      Simplified data workflow creation and execution

  • Solutions

    • Use cases
      Uncover a wide range of use cases

    • CI/CD for Kestra Workflows
      Treat your workflow as code and embrace CI/CD practices

    • Modern Data Stack Integration
      Integrate leading data tools with Kestra

    • Change Data Capture
      Leverage Kestra's Change Data Capture capabilities

  • Docs
  • Plugins
  • Blog
  • Resources

    • Community Overview
      Ask any questions and share your feedback

    • Partners
      Elevate your Kestra use through our partner ecosystem

    • FAQ
      FAQ about the product and the company

    • About us
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    • Careers
      Join a remote-first company

    • Contact us
      Get in touch with us

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  • 👋 Welcome to Kestra
  • 🚀 Getting started
  • 📚 Tutorial
    • Fundamentals
    • Inputs
    • Outputs
    • Triggers
    • Flowable
    • Errors and Retries
    • Docker
  • 💡 Concepts
    • Flow
    • Execution
    • Variables and storage
  • 📊 User Interface Guide
    • Home Page
    • Flows Page
    • Templates Page (deprecated)
    • Executions Page
    • Logs Page
    • Documentations Page
    • Settings Page
    • Task Runs Page (EE)
    • Namespace Page (EE)
    • Administration Page
    • Audit Logs Page (EE)
    • Blueprints
  • 🧑‍💻 Developer Guide
    • Flows
    • Tasks
    • Python, R, Node.js and Shell Scripts
    • Variables
      • Basic Usage
      • Filter
        • abbreviate
        • abs
        • base64decode
        • base64encode
        • capitalize
        • chunk
        • className
        • date
        • dateAdd
        • default
        • first
        • join
        • jq
        • json
        • keys
        • last
        • length
        • lower
        • merge
        • number
        • numberformat
        • replace
        • reverse
        • rsort
        • sha256
        • slice
        • slugify
        • sort
        • split
        • substringAfter
        • substringAfterLast
        • substringBefore
        • substringBeforeLast
        • timestamp
        • timestampMicro
        • timestampNano
        • title
        • trim
        • upper
        • urldecode
        • urlencode
      • Function
        • block
        • currentEachOutput
        • json
        • max
        • min
        • now
        • parent
        • range
        • secret
      • Operators
        • Comparisons
        • concat
        • contains
        • is
        • Logic
        • Math
        • not
        • Null-Coalescing operator
        • Ternary operator
      • Tags
        • block
        • filter
        • for
        • if
        • macro
        • raw
        • set
      • Tests
        • defined
        • empty
        • even
        • iterable
        • json
        • map
        • Null
        • odd
      • Deprecated Handlebars
        • Boolean functions
        • Date functions
        • Iterations functions
        • JSON functions
        • Number functions
        • String functions
        • Use variables
        • Vars functions
    • Inputs
    • Outputs
    • Data storage and processing
    • Errors and retries
    • Triggers & schedule
      • Schedule
      • Flow trigger
      • Webhook
    • Templates (deprecated)
    • Managing Secrets
    • Conditions
    • Flow best practice
    • Create a CI/CD pipeline
      • GitHub
      • GitLab
      • Terraform
      • Helpers
    • Listeners
  • 🔌 Plugin library
  • 🔎 Flow examples
    • Allow failure
    • Bash Docker with files
    • Bash with files
    • Disable simple
    • Each nested
    • Errors
    • Example guided tour
    • Multiple condition listener
    • Parallel
    • Pause
    • Python pip
    • Retry
    • Sequential
    • Subflow
    • Switch
    • Timeout
    • Trigger flow
    • Webhook
  • 🏗️ Architecture
  • 🔑 Administrator Guide
    • Configuration
      • Database configuration
      • Storage configuration
      • Kestra Enterprise Edition
        • Authentications
          • Auths
            • Basic Auth
            • OpenID Connect (OIDC)
        • Elasticsearch configuration
        • Kafka configuration
        • License configuration
        • Secret Manager configuration
          • Elasticsearch configuration
          • Vault configuration
        • Worker Isolation configuration
      • Others Kestra configuration
      • Micronaut configuration
    • Deployments
      • Deployment with Docker
      • Deployment on Kubernetes
      • Manual deployment
      • Deploy to AWS, GCP or Azure with Restack
      • Kestra behind a reverse proxy
    • Alerting & Monitoring
      • Debugging techniques
    • Kestra server command
  • 🧩 Plugin Developer Guide
    • Gradle configuration
    • Develop your RunnableTask
    • Develop your FlowableTask
    • Develop your Trigger
    • Develop your Condition
    • Add unit tests
    • Document your plugin
    • Publish a plugin
    • Build a plugin
  • ⚡️ Terraform integration
    • Data Sources
      • kestra_binding
      • kestra_flow
      • kestra_group
      • kestra_namespace
      • kestra_role
      • kestra_template
      • kestra_user
    • Guides
      • Provider configurations
      • Working with Yaml
    • Resources
      • kestra_binding
      • kestra_flow
      • kestra_group
      • kestra_namespace_secret
      • kestra_namespace
      • kestra_role
      • kestra_template
      • kestra_user_password
      • kestra_user
  • 💻 API Guide
  • 🤝 Contributing
  • 🔧 Troubleshooting
  • 🛠️ Migrations
    • Deprecation of core Script tasks
    • Deprecation of Templates
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Open Source Declarative Data Orchestration

Product
  • Features
  • Connectors
  • Enterprise Edition
Solutions
  • Usages
  • CI/CD for Kestra Workflows
  • Modern Data Stack Integration
  • Change Data Capture
  • Airflow vs Kestra
  • Prefect vs Kestra
  • Dagster vs Kestra
Community
  • Community Overview
  • Blog
  • Slack
  • Github
Docs
  • Documentation
  • Plugins documentation
  • Terraform provider
  • Administrator guide
  • FAQ
Company
  • About us
  • Careers
  • Contact us

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