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DataRobot Tools

Datarobot Update Custom Models Versions

Tool to update custom model version files and configuration in DataRobot. Use when you need to create a new version of a custom model by uploading new files or updating settings.

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Use Datarobot Update Custom Models Versions

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Pricing
Free
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Not currently supported

Inputs

  • fileobject
    A file with code for a custom task or a custom model. For each file supplied, you must have a corresponding "filePath" supplied that shows the relative location of the file. If the supplied file already exists at the supplied filePath, the old file is replaced by the new file.
  • filePathstring
    The local path of the file being uploaded. See the "file" field explanation for more details. Required if "file" is provided.
  • 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.
  • holdoutDatastring
    Holdout data configuration may be supplied for version. This functionality has to be explicitly enabled for the current model.
  • trainingDatastring
    Training data configuration may be supplied for version. This functionality has to be explicitly enabled for the current model.
  • customModelIdstring
    Required
    The ID of the custom model to update.
  • desiredMemoryinteger
    The amount of memory in bytes that is expected to be allocated by the custom model. This setting is incompatible with setting the resourceBundleId.
  • filesToDeletearray
    The IDs of the files to be deleted.
  • isMajorUpdateboolean
    Required
    If set to true, new major version will be created, otherwise minor version will be created.
  • maximumMemoryinteger
    The maximum memory in bytes that might be allocated by the custom-model. If exceeded, the custom-model will be killed. This setting is incompatible with setting the resourceBundleId.
  • gitModelVersionobject
    Git-related attributes associated with a custom model version.

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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