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DataRobot Tools

Datarobot Update Custom Model

Tool to update a DataRobot custom model. Use when you need to modify properties of an existing custom model such as description, memory settings, class labels, or other configuration.

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Use Datarobot Update Custom Model

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Inputs

  • namestring
    The user-friendly name for the model.
  • languagestring
    Programming language name in which model is written.
  • replicasinteger
    A fixed number of replicas that will be set for the given custom-model.
  • requiresHaboolean
    Require all custom model replicas to be deployed on different Kubernetes nodes for predictions fault tolerance.
  • targetNamestring
    The name of the target for labeling predictions. Required for model type 'inference'. Specifying this value for a model type 'training' will result in an error.
  • classLabelsarray
    The class labels for multiclass classification. Required for multiclass inference models. If using one of the [DataRobot] base environments and your model produces an ndarray of unlabeled class probabilities, the order of the labels should match the order of the predicted output.
  • descriptionstring
    The user-friendly description of the model.
  • customModelIdstring
    Required
    The ID of the custom model to update.
  • desiredMemoryinteger
    The amount of memory that is expected to be allocated by the custom model in bytes.
  • maximumMemoryinteger
    The maximum memory that might be allocated by the custom-model in bytes. If exceeded, the custom-model will be killed.
  • gitModelVersionobject
    Git-related attributes for a custom model version.
  • negativeClassLabelstring
    The negative class label for custom models that support binary classification. If specified, `positiveClassLabel` must also be specified. Default value is "0".

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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