# 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).

import 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.config.from_file()


# Initialize service client with default config file
data_science_client = oci.data_science.DataScienceClient(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(
    create_ml_application_instance_details=oci.data_science.models.CreateMlApplicationInstanceDetails(
        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.data_science.models.CreateIdcsCustomServiceAuthConfigurationDetails(
            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.data_science.models.ConfigurationProperty(
                key="EXAMPLE-key-Value",
                value="EXAMPLE-value-Value")],
        is_enabled=False,
        freeform_tags={
            'EXAMPLE_KEY_HcDuo': 'EXAMPLE_VALUE_ZkkrHNWyPG58MQfXELkQ'},
        defined_tags={
            'EXAMPLE_KEY_x8pmD': {
                'EXAMPLE_KEY_OXpgt': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="14BMEK51VKKMCMWTWVRS<unique_ID>")

# Get the data from response
print(create_ml_application_instance_response.data)