# 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_model_group_response = data_science_client.create_model_group(
    create_base_model_group_details=oci.data_science.models.CloneModelGroupDetails(
        create_type="CLONE",
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        project_id="ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
        model_group_clone_source_details=oci.data_science.models.CloneCreateFromModelGroupDetails(
            model_group_clone_source_type="MODEL_GROUP",
            source_id="ocid1.test.oc1..<unique_ID>EXAMPLE-sourceId-Value",
            modify_model_group_details=oci.data_science.models.ModifyModelGroupDetails(
                display_name="EXAMPLE-displayName-Value",
                description="EXAMPLE-description-Value",
                freeform_tags={
                    'EXAMPLE_KEY_MidWv': 'EXAMPLE_VALUE_1zQrCcJukAONr1v0cKvA'},
                defined_tags={
                    'EXAMPLE_KEY_2Oq3W': {
                        'EXAMPLE_KEY_94aTr': 'EXAMPLE--Value'}},
                model_group_version_history_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupVersionHistoryId-Value",
                version_label="EXAMPLE-versionLabel-Value",
                model_group_details=oci.data_science.models.StackedModelGroupDetails(
                    type="STACKED",
                    base_model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value",
                    custom_metadata_list=[
                        oci.data_science.models.CustomMetadata(
                            key="EXAMPLE-key-Value",
                            value="EXAMPLE-value-Value",
                            description="EXAMPLE-description-Value",
                            category="EXAMPLE-category-Value")])),
            patch_model_group_member_model_details=oci.data_science.models.PatchModelGroupMemberModelDetails(
                items=[
                    oci.data_science.models.PatchInsertNewMemberModels(
                        operation="INSERT",
                        values=[
                            oci.data_science.models.MemberModelDetails(
                                model_id="ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",
                                inference_key="EXAMPLE-inferenceKey-Value")])]))),
    opc_request_id="CFGMUW73J7CR6S5DHFSK<unique_ID>",
    opc_retry_token="EXAMPLE-opcRetryToken-Value")

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