Machine Learning Connection Profiles

Defines the AWS SageMaker API authentication endpoint.

Format: https://sagemaker.<region name>.amazonaws.com

Determines the region where the AWS SageMaker jobs are located.

Determines one of the following authentication methods:

• AWS Key & Secret: Authenticates with an AWS access key and secret, which are used by services outside the AWS infrastructure.

• AWS IAM Role: Authenticates with an AWS IAM role from within the AWS infrastructure, which removes the need to provide additional credentials.

Defines the access key assigned to the account with the relevant permissions to the AWS service.

Defines the secret access key assigned to the account with the relevant permissions to the AWS service.

Defines the Identity and Access Management (IAM) role name for the AWS service connection.

Determines whether to retrieve secret parameter values from an external vault, as described in CyberArk Secret Parameters in Connection Profiles.

Defines the base URL of the Microsoft Entra/Azure AD authentication endpoint.

Default:https://login.microsoftonline.com

Defines the Azure Management URL, which is used to get the token for a service principal authentication and to perform API calls.

Default: https://management.azure.com/Azure

Defines the authentication endpoint base URL for Azure Machine Learning, which is used to perform API calls, and which is based on the following format:

https://<Location_Name>.api.azureml.ms/

Determines the region where the Azure Machine Learning jobs are located.

Defines the Azure account ID of your organization.

Determines one of the following authentication methods:

• Service Principal: Access protected Azure services and resources based on roles assigned to the Service Principal by the Azure administrator. The Service Principal is also known as an App Registration. Use this method if the Control-M/Agent is installed on-premises or with another (non-Azure) cloud vendor.

• Managed Identity: Access protected Azure services and resources using a key created and managed by the Azure platform, without login credentials. Use this method if the Control-M/Agent is installed on an Azure virtual machine that has a Managed Identity with the required permissions.

Determines whether the Managed Identity is specified by the Managed Identity Client ID parameter.

Toggle on this option when you use the Managed Identity authentication method and your Azure virtual machine has multiple Managed Identities.

Defines the client ID of the Managed Identity that is used for access. If only one Managed Identity is defined on your Azure virtual machine, it is detected automatically, and you can leave this parameter empty.

Defines the Azure tenant ID for your organization.

Defines the Registered App for the Azure service in your Microsoft Entra/Azure AD tenant. The corresponding Service Principal must be assigned the Owner or Contributor role for the Azure service.

Defines the password associated with the Service Principal/registered application.

Determines whether to retrieve secret parameter values from an external vault, as described in CyberArk Secret Parameters in Connection Profiles.

Defines the OCI Data Science URL in the following format:

https://datascience.<region>.oci.oraclecloud.com/20190101

Determines the region where OCI Data Science is located.

Determines one of the following authentication methods:

• Defined Parameters: Defines authentication parameters in the connection profile.

• Configuration File: Uses a configuration file that contains authentication information and is stored on the Control-M/Agent.

  The following example of a configuration file defines the DEFAULT profile for Linux and the PROFILE2 profile for Windows.

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  [DEFAULT] 
  user=ocid1.user.oc1..aaaaaaaa4vcihdfhrdtyry457245636cqqcljd6yrcukszg7gzoymoyvkyupivpjfnq
  tenancy=ocid1.tenancy.oc1..aaa456y4e3yrtyue9f8djfihhwp2cu4e6t2b7lttna7rcgnhrdi4qzika
  fingerprint=9f:af:df:f5:5g:95:92:7c:34:ab:46:d3:b4:30:e6:9e
  region=us-phoenix-1
  key_file=/home/dbauser/key.pem 
  
  [PROFILE2] 
  user=ocid1.user.oc1..aaaaaaaa4v768679dfhrd8989JHGJG36cqqcljd6yrcukszg7gzoymoyvkyupivpjfnq
  tenancy=ocid1.tenancy.oc1..aaa456y4e3yrtyue987erum,gfwp2cu4e6t2b7lttna7rcgnhrdi4qzika
  fingerprint=9f:af:c0:f5:7b:95:92:7c:03:a5:46:g3:b4:38:e6:9e
  region=us-phoenix-1
  key_file=C:\\Users\\dbauser\\key.pem

Defines an individual user within the OCI environment.

Defines the OCI Tenancy ID in OCI Data Science, which is a global unique identifier for this account within the OCI environment.

Defines a fingerprint which uniquely identifies and verifies the integrity of the associated certificate or key.

Defines the Private key within a set of API signing keys that are used for authentication and secure access to OCI resources.

Determines whether to retrieve secret parameter values from an external vault, as described in CyberArk Secret Parameters in Connection Profiles.

Defines the path to the configuration file that contains authentication information.

This file is stored on the Control-M/Agent.

Defines the name of a specific section in the configuration file, such as DEFAULT and PROFILE2 in the Configuration File code sample.