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Valohai documentation
  • Tutorials
    • Valohai 101 (Python)
      • Use parameters
      • Download input data
      • Collect and view metrics
      • Deploy a model for online inference
      • Create a pipeline
    • Jupyter Notebooks
    • Build your own Docker image
    • Valohai APIs
      • Valohai API - Basics
      • Fetch failed executions with Valohai APIs
      • Download metadata of a single execution
      • Trigger an execution after a push to a code repository
    • Valohai CLI client
      • Using the Command-line Client
      • Choosing Execution Environment
      • Using Inputs with valohai-cli
    • Example projects
      • Keras - Example project
      • R - Example Project
      • Tensorflow - Example project
      • Valohai API Tutorial
    • Using with Airflow Pipelines
  • How-to guides
    • Connect to a Git-repository
      • Integrating with GitHub
      • Integrating with Bitbucket
      • Integrating with GitLab
      • Access additional git repository during execution runs
    • Work with data
      • Add a cloud data store
        • Add Azure Blob Storage
        • Add Google Cloud Storage
        • Add AWS S3
        • Add OpenStack Swift
      • Save files from executions
      • Upload data to Valohai
      • Mounting a network file system (NFS)
    • Compare executions
    • Save graphs from executions
    • Tasks
      • Running a Grid search
      • Using the Bayesian optimizer
    • Access a private Docker repository
    • Pipelines
      • Schedule pipelines
      • Run a Task inside a pipeline
    • Organization settings
      • Environments
        • Configure environments and scaling rules
        • Change your organizations default environment
        • Manage team quotas for environments
        • Choose which environments are available
      • Users and teams
        • Add users to your organization
        • Create teams in your organization
      • Billing & credit card
      • Integrating with Azure Active Directory
    • Test your deployment endpoint
  • Topic guides
    • Core Concepts
      • Projects
      • Valohai YAML
      • Step
      • Executions
      • Parameters
      • Data Stores
      • Tasks
      • Pipelines
      • Deployments
      • Notebooks
    • Workload Management
      • Creating Executions
      • Placeholder-based Configuration
      • File-based Configuration
      • Variable-based Configuration
      • Real-time Logging
      • Creating Visualizations
      • Downloading Files to Executions
      • Uploading Files from Executions
      • Live Outputs
    • Architecture Overview
    • Reproducibility and lineage
    • Docker Images
    • Running Valohai Inside Your Own Cloud or On-premise Environment
      • Selecting Compute Instances
      • Choosing the Right Valohai Environment
      • On-premises Installations
        • Mounting a Directory
        • Using On-premises Workers
        • Managing On-premises Workers
  • Reference guides
    • valohai.yaml - Config File
      • step
      • step.name
      • step.image
      • step.command
      • step.parameters
      • step.inputs
      • step.environment
      • step.environment-variables
      • Special environment variables
      • pipeline
      • pipeline.nodes
      • pipeline.edges
      • endpoint
      • endpoint from a command
      • endpoint from a WSGI definition
      • Examples
    • Command-line Reference
      • vh environments
      • vh execution
      • vh init
      • vh lint
      • vh login
      • vh logout
      • vh parcel
      • vh project
      • vh update-check
    • API
    • API docs

Environments¶

  • Configure environments and scaling rules
  • Change your organizations default environment
  • Manage team quotas for environments
  • Choose which environments are available
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