// 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 * as datascience from "oci-datascience";
import common = require("oci-common");

// Create a default authentication provider that uses the DEFAULT
// profile in the configuration file.
// Refer to <see href="https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File>the public documentation</see> on how to prepare a configuration file.

const provider: common.ConfigFileAuthenticationDetailsProvider = new common.ConfigFileAuthenticationDetailsProvider();

(async () => {
    try {
     // Create a service client
     const client = new datascience.DataScienceClient({ authenticationDetailsProvider: provider });

     // Create a request and dependent object(s).
	const  createBaseModelGroupDetails = {
		createType: "CLONE",		modelGroupCloneSourceDetails: {
			modelGroupCloneSourceType: "MODEL_GROUP",			sourceId: "ocid1.test.oc1..<unique_ID>EXAMPLE-sourceId-Value",
			modifyModelGroupDetails: {
				displayName: "EXAMPLE-displayName-Value",
				description: "EXAMPLE-description-Value",
				freeformTags: {
					EXAMPLE_KEY_xmTFn :"EXAMPLE_VALUE_MnQkHAEYiEhsZ7cszlZC"
					},
				definedTags: {
					EXAMPLE_KEY_N2Tc5 :{
						EXAMPLE_KEY_r18t2 :"EXAMPLE--Value"
						}
					},
				modelGroupVersionHistoryId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupVersionHistoryId-Value",
				versionLabel: "EXAMPLE-versionLabel-Value",
				modelGroupDetails: {
					type: "STACKED",					baseModelId: "ocid1.test.oc1..<unique_ID>EXAMPLE-baseModelId-Value",
					customMetadataList: [{
							key: "EXAMPLE-key-Value",
							value: "EXAMPLE-value-Value",
							description: "EXAMPLE-description-Value",
							category: "EXAMPLE-category-Value",

							}
							]

					}
,

				}
,
			patchModelGroupMemberModelDetails: {
				items: [{
						operation: "INSERT",						values: [{
								inferenceKey: "EXAMPLE-inferenceKey-Value",
								modelId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",

								}
								]

						}
						],

				}


			}
,
		compartmentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
		projectId: "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value"

		}

	const createModelGroupRequest: datascience.requests.CreateModelGroupRequest = { 
	createBaseModelGroupDetails: createBaseModelGroupDetails,
	opcRequestId: "6UJYFRX55FDVY3CKLHFP<unique_ID>",
	opcRetryToken: "EXAMPLE-opcRetryToken-Value",

		}; 


     // Send request to the Client.
     const createModelGroupResponse = await client.createModelGroup(createModelGroupRequest);
     }
     catch (error) {
         console.log("createModelGroup Failed with error  " + error);
     }
})();