# This is an automatically generated code sample.
# To make this code sample work in your Oracle Cloud tenancy,
# please replace the values for any parameters whose current values do not fit
# your use case (such as resource IDs, strings containing ‘EXAMPLE’ or ‘unique_id’, and
# boolean, number, and enum parameters with values not fitting your use case).

require 'oci'

# Create a default config using DEFAULT profile in default location
# Refer to https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File for more info
config = OCI::ConfigFileLoader.load_config

# Initialize service client with default config file
data_science_client = OCI::DataScience::DataScienceClient.new(config: config)

# Send the request to service, some parameters are not required, see API doc for more info
create_ml_application_instance_response =
  data_science_client.create_ml_application_instance(
    OCI::DataScience::Models::CreateMlApplicationInstanceDetails.new(
      ml_application_id:
        'ocid1.test.oc1..<unique_ID>EXAMPLE-mlApplicationId-Value',
      ml_application_implementation_id:
        'ocid1.test.oc1..<unique_ID>EXAMPLE-mlApplicationImplementationId-Value',
      compartment_id: 'ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value',
      display_name: 'EXAMPLE-displayName-Value',
      auth_configuration:
        OCI::DataScience::Models::CreateIdcsCustomServiceAuthConfigurationDetails
          .new(
          type: 'IDCS_CUSTOM_SERVICE',
          audience: 'EXAMPLE-audience-Value',
          scope: 'EXAMPLE-scope-Value',
          application_name: 'EXAMPLE-applicationName-Value',
          access_token: 'EXAMPLE-accessToken-Value',
          role_name: 'EXAMPLE-roleName-Value'
        ),
      configuration: [
        OCI::DataScience::Models::ConfigurationProperty.new(
          key: 'EXAMPLE-key-Value', value: 'EXAMPLE-value-Value'
        )
      ],
      is_enabled: false,
      freeform_tags: {
        'EXAMPLE_KEY_YbLF1' => 'EXAMPLE_VALUE_YMA9UHiPjkOcTM99E3Oj'
      },
      defined_tags: {
        'EXAMPLE_KEY_cDIEi' => { 'EXAMPLE_KEY_OUZaY' => 'EXAMPLE--Value' }
      }
    )
  )

# Get the data from response
puts "#{create_ml_application_instance_response.data}"