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DataRobot Tools

Datarobot Create Deployment

Create a DataRobot deployment from a model package to enable real-time or batch predictions. Prerequisites: 1. First obtain a modelPackageId using LIST_MODEL_PACKAGES or CREATE_MODEL_PACKAGE 2. Optionally get predictionEnvironmentId using LIST_PREDICTION_ENVIRONMENTS 3. For mana…

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Use Datarobot Create Deployment

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Inputs

  • labelstring
    Required
    Human-readable name for the deployment (max 512 characters)
  • statusstring
    Initial deployment status. One of: active (default) or inactive
  • importancestring
    Deployment priority level. One of: CRITICAL, HIGH, MODERATE, or LOW
  • descriptionstring
    Optional description for the deployment (max 10,000 characters)
  • modelPackageIdstring
    Required
    ID of the DataRobot model package to deploy. Use LIST_MODEL_PACKAGES to find available packages or CREATE_MODEL_PACKAGE to create one from a trained model.
  • predictionEnvironmentIdstring
    ID of the prediction environment to run the deployment. Use LIST_PREDICTION_ENVIRONMENTS to find available environments.
  • defaultPredictionServerIdstring
    ID of the default prediction server. Required for DataRobot Cloud managed SaaS environments; omit for Self-Managed/Enterprise installations. Use LIST_PREDICTION_SERVERS to find available servers.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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