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Define runtime parameters

You can create and define runtime parameters to supply different values to scripts and tasks used by a custom job at runtime by including them in a metadata.yaml file, making your custom job easier to reuse. A template for this file is available from the Files > Create dropdown.

To define runtime parameters, you can add the following runtimeParameterDefinitions in metadata.yaml:

Key Description
fieldName Define the name of the runtime parameter.
type Define the data type the runtime parameter contains: string, boolean, numeric credential, deployment.
defaultValue (Optional) Set the default string value for the runtime parameter (the credential type doesn't support default values). If you define a runtime parameter without specifying a defaultValue, the default value is None.
minValue (Optional) For numeric runtime parameters, set the minimum numeric value allowed in the runtime parameter.
maxValue (Optional) For numeric runtime parameters, set the maximum numeric value allowed in the runtime parameter.
credentialType (Optional) For credential runtime parameters, set the type of credentials the parameter must contain.
allowEmpty (Optional) Set the empty field policy for the runtime parameter.
  • True: (Default) Allows an empty runtime parameter.
  • False: Enforces providing a value for the runtime parameter before deployment.
description (Optional) Provide a description of the purpose or contents of the runtime parameter.
Example: metadata.yaml
name: runtime-parameter-example

runtimeParameterDefinitions:
- fieldName: my_first_runtime_parameter
  type: string
  description: My first runtime parameter.

- fieldName: runtime_parameter_with_default_value
  type: string
  defaultValue: Default
  description: A string-type runtime parameter with a default value.

- fieldName: runtime_parameter_boolean
  type: boolean
  defaultValue: true
  description: A boolean-type runtime parameter with a default value of true.

- fieldName: runtime_parameter_numeric
  type: numeric
  defaultValue: 0
  minValue: -100
  maxValue: 100
  description: A boolean-type runtime parameter with a default value of 0, a minimum value of -100, and a maximum value of 100.

- fieldName: runtime_parameter_for_credentials
  type: credential
  allowEmpty: false
  description: A runtime parameter containing a dictionary of credentials.

The credential runtime parameter type supports any credentialType value available in the DataRobot REST API. The credential information included depends on the credentialType, as shown in the examples below:

Note

For more information on the supported credential types, see the API reference documentation for credentials.

Credential Type Example
basic
basic:
  credentialType: basic
  description: string
  name: string
  password: string
  user: string
        
azure
azure:
  credentialType: azure
  description: string
  name: string
  azureConnectionString: string
        
gcp
gcp:
  credentialType: gcp
  description: string
  name: string
  gcpKey: string
        
s3
s3:
  credentialType: s3
  description: string
  name: string
  awsAccessKeyId: string
  awsSecretAccessKey: string
  awsSessionToken: string
        
api_token
api_token:
  credentialType: api_token
  apiToken: string
  name: string