// 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 CreateModelDeploymentExample
    {
        public static async Task Main()
        {
            // Create a request and dependent object(s).
			var createModelDeploymentDetails = new Oci.DatascienceService.Models.CreateModelDeploymentDetails
			{
				DisplayName = "EXAMPLE-displayName-Value",
				Description = "EXAMPLE-description-Value",
				ProjectId = "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
				CompartmentId = "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
				ModelDeploymentConfigurationDetails = new Oci.DatascienceService.Models.SingleModelDeploymentConfigurationDetails
				{
					ModelConfigurationDetails = new Oci.DatascienceService.Models.ModelConfigurationDetails
					{
						ModelId = "ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",
						InstanceConfiguration = new Oci.DatascienceService.Models.InstanceConfiguration
						{
							InstanceShapeName = "EXAMPLE-instanceShapeName-Value",
							ModelDeploymentInstanceShapeConfigDetails = new Oci.DatascienceService.Models.ModelDeploymentInstanceShapeConfigDetails
							{
								Ocpus = (float)22.022038,
								MemoryInGBs = (float)243.80164,
								CpuBaseline = Oci.DatascienceService.Models.ModelDeploymentInstanceShapeConfigDetails.CpuBaselineEnum.Baseline11
							},
							SubnetId = "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
							PrivateEndpointId = "ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value",
							NetworkAccessType = Oci.DatascienceService.Models.InstanceConfiguration.NetworkAccessTypeEnum.CustomNetworking
						},
						ScalingPolicy = new Oci.DatascienceService.Models.FixedSizeScalingPolicy
						{
							InstanceCount = 2
						},
						BandwidthMbps = 4505,
						MaximumBandwidthMbps = 2384
					},
					EnvironmentConfigurationDetails = new Oci.DatascienceService.Models.DefaultModelDeploymentEnvironmentConfigurationDetails
					{
						EnvironmentVariables = new Dictionary<string, string>()
						{
							{
								"EXAMPLE_KEY_yXo9D", 
								"EXAMPLE_VALUE_LLl1ICntiMjRtIJoek1S"
							}
						}
					}
				},
				CategoryLogDetails = new Oci.DatascienceService.Models.CategoryLogDetails
				{
					Access = new Oci.DatascienceService.Models.LogDetails
					{
						LogId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
						LogGroupId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value"
					},
					Predict = new Oci.DatascienceService.Models.LogDetails
					{
						LogId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
						LogGroupId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value"
					}
				},
				FreeformTags = new Dictionary<string, string>()
				{
					{
						"EXAMPLE_KEY_OUbJn", 
						"EXAMPLE_VALUE_4wPEUKfzqUJE2tvdUat6"
					}
				},
				DefinedTags = new Dictionary<string, Dictionary<string, Object>>()
				{
					{
						"EXAMPLE_KEY_7m1Ii", 
						new Dictionary<string, Object>()
						{
							{
								"EXAMPLE_KEY_okJWJ", 
								"EXAMPLE--Value"
							}
						}
					}
				}
			};
			var createModelDeploymentRequest = new Oci.DatascienceService.Requests.CreateModelDeploymentRequest
			{
				CreateModelDeploymentDetails = createModelDeploymentDetails,
				OpcRequestId = "YVVLKHHPXPWLX0EPR5XG<unique_ID>",
				OpcRetryToken = "EXAMPLE-opcRetryToken-Value",
				OpcParentRptUrl = "EXAMPLE-opcParentRptUrl-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.CreateModelDeployment(createModelDeploymentRequest);
					// Retrieve value from the response.
					var id = response.ModelDeployment.Id;
				}
            }
            catch (Exception e)
            {
                Console.WriteLine($"CreateModelDeployment Failed with {e.Message}");
                throw e;
            }
        }

    }
}