// 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 CreateComputeTargetExample
    {
        public static async Task Main()
        {
            // Create a request and dependent object(s).
			var createComputeTargetDetails = new Oci.DatascienceService.Models.CreateComputeTargetDetails
			{
				CompartmentId = "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
				DisplayName = "EXAMPLE-displayName-Value",
				Description = "EXAMPLE-description-Value",
				Metadata = new Dictionary<string, string>()
				{
					{
						"EXAMPLE_KEY_1tynV", 
						"EXAMPLE_VALUE_mTTAUfg1xTvjerayWjVC"
					}
				},
				ComputeConfigurationDetails = new Oci.DatascienceService.Models.ManagedComputeClusterComputeConfigurationDetails
				{
					InstanceConfiguration = new Oci.DatascienceService.Models.ManagedComputeClusterInstanceConfigurationDetails
					{
						InstanceShape = "EXAMPLE-instanceShape-Value",
						BootVolumeSizeInGBs = 6130,
						InstanceShapeDetails = new Oci.DatascienceService.Models.ManagedComputeClusterInstanceShapeDetails
						{
							Ocpus = (float)2502.0974,
							MemoryInGBs = (float)5184.7856
						}
					},
					ScalingPolicy = new Oci.DatascienceService.Models.ManagedComputeClusterAutoScalingPolicy
					{
						CoolDownInSeconds = 326,
						IsEnabled = true,
						AutoScalingPolicies = new List<Oci.DatascienceService.Models.ManagedComputeClusterAutoScalingPolicyDetails>
						{
							new Oci.DatascienceService.Models.ManagedComputeClusterThresholdBasedAutoScalingPolicyDetails
							{
								Rules = new List<Oci.DatascienceService.Models.ManagedComputeClusterMetricExpressionRule>
								{
									new Oci.DatascienceService.Models.ManagedComputeClusterPredefinedMetricExpressionRule
									{
										MetricType = Oci.DatascienceService.Models.ManagedComputeClusterPredefinedMetricExpressionRule.MetricTypeEnum.CpuUtilization,
										ScaleInConfiguration = new Oci.DatascienceService.Models.ManagedComputeClusterPredefinedExpressionThresholdScalingConfiguration
										{
											Threshold = 934,
											PendingDuration = "EXAMPLE-pendingDuration-Value",
											InstanceCountAdjustment = 501
										},
									}
								},
								MaximumInstanceCount = 921,
								MinimumInstanceCount = 556,
								InitialInstanceCount = 745
							}
						}
					}
				},
				FreeformTags = new Dictionary<string, string>()
				{
					{
						"EXAMPLE_KEY_lbSmp", 
						"EXAMPLE_VALUE_f6CZOU1F2UFYowznCOxA"
					}
				},
				DefinedTags = new Dictionary<string, Dictionary<string, Object>>()
				{
					{
						"EXAMPLE_KEY_vGxhK", 
						new Dictionary<string, Object>()
						{
							{
								"EXAMPLE_KEY_j4Ppr", 
								"EXAMPLE--Value"
							}
						}
					}
				}
			};
			var createComputeTargetRequest = new Oci.DatascienceService.Requests.CreateComputeTargetRequest
			{
				CreateComputeTargetDetails = createComputeTargetDetails,
				OpcRequestId = "WXFYOCKDYWSD0HCVWGX6<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.CreateComputeTarget(createComputeTargetRequest);
					// Retrieve value from the response.
					var id = response.ComputeTarget.Id;
				}
            }
            catch (Exception e)
            {
                Console.WriteLine($"CreateComputeTarget Failed with {e.Message}");
                throw e;
            }
        }

    }
}