// 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).

using System;
using System.Collections.Generic;
using System.Threading.Tasks;
using Oci.DatascienceService;
using Oci.Common;
using Oci.Common.Auth;

namespace Oci.Sdk.DotNet.Example.Datascience
{
    public class CreateModelGroupExample
    {
        public static async Task Main()
        {
            // Create a request and dependent object(s).
			var createBaseModelGroupDetails = new Oci.DatascienceService.Models.CloneModelGroupDetails
			{
				ModelGroupCloneSourceDetails = new Oci.DatascienceService.Models.CloneCreateFromModelGroupDetails
				{
					SourceId = "ocid1.test.oc1..<unique_ID>EXAMPLE-sourceId-Value",
					ModifyModelGroupDetails = new Oci.DatascienceService.Models.ModifyModelGroupDetails
					{
						DisplayName = "EXAMPLE-displayName-Value",
						Description = "EXAMPLE-description-Value",
						FreeformTags = new Dictionary<string, string>()
						{
							{
								"EXAMPLE_KEY_PtRA9", 
								"EXAMPLE_VALUE_f6Za1rpId5JwaUe4aw4G"
							}
						},
						DefinedTags = new Dictionary<string, Dictionary<string, Object>>()
						{
							{
								"EXAMPLE_KEY_2xg2b", 
								new Dictionary<string, Object>()
								{
									{
										"EXAMPLE_KEY_8S2Mz", 
										"EXAMPLE--Value"
									}
								}
							}
						},
						ModelGroupVersionHistoryId = "ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupVersionHistoryId-Value",
						VersionLabel = "EXAMPLE-versionLabel-Value",
						ModelGroupDetails = new Oci.DatascienceService.Models.HeterogeneousModelGroupDetails
						{
							CustomMetadataList = new List<Oci.DatascienceService.Models.CustomMetadata>
							{
								new Oci.DatascienceService.Models.CustomMetadata
								{
									Key = "EXAMPLE-key-Value",
									Value = "EXAMPLE-value-Value",
									Description = "EXAMPLE-description-Value",
									Category = "EXAMPLE-category-Value"
								}
							}
						}
					},
					PatchModelGroupMemberModelDetails = new Oci.DatascienceService.Models.PatchModelGroupMemberModelDetails
					{
						Items = new List<Oci.DatascienceService.Models.PatchInstruction>
						{
							new Oci.DatascienceService.Models.PatchInsertNewMemberModels
							{
								Values = new List<Oci.DatascienceService.Models.MemberModelDetails>
								{
									new Oci.DatascienceService.Models.MemberModelDetails
									{
										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"
			};
			var createModelGroupRequest = new Oci.DatascienceService.Requests.CreateModelGroupRequest
			{
				CreateBaseModelGroupDetails = createBaseModelGroupDetails,
				OpcRequestId = "ZYMZR3TB57CAFEH08073<unique_ID>",
				OpcRetryToken = "EXAMPLE-opcRetryToken-Value"
			};

            // 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. 
            var provider = new ConfigFileAuthenticationDetailsProvider("DEFAULT");
            try
            {
                // Create a service client and send the request.
				using (var client = new DataScienceClient(provider, new ClientConfiguration()))
				{
					var response = await client.CreateModelGroup(createModelGroupRequest);
					// Retrieve value from the response.
					var id = response.ModelGroup.Id;
				}
            }
            catch (Exception e)
            {
                Console.WriteLine($"CreateModelGroup Failed with {e.Message}");
                throw e;
            }
        }

    }
}