// 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 CreateJobExample
    {
        public static async Task Main()
        {
            // Create a request and dependent object(s).
			var createJobDetails = new Oci.DatascienceService.Models.CreateJobDetails
			{
				ProjectId = "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
				CompartmentId = "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
				DisplayName = "EXAMPLE-displayName-Value",
				Description = "EXAMPLE-description-Value",
				JobConfigurationDetails = new Oci.DatascienceService.Models.DefaultJobConfigurationDetails
				{
					EnvironmentVariables = new Dictionary<string, string>()
					{
						{
							"EXAMPLE_KEY_EgANP", 
							"EXAMPLE_VALUE_VyvAjPX4JC92ryWyVDKk"
						}
					},
					CommandLineArguments = "EXAMPLE-commandLineArguments-Value",
					MaximumRuntimeInMinutes = 41007,
					StartupProbeDetails = new Oci.DatascienceService.Models.JobExecProbeDetails
					{
						Command = new List<string>
						{
							"EXAMPLE--Value"
						},
						PeriodInSeconds = 801,
						FailureThreshold = 903,
						InitialDelayInSeconds = 288
					}
				},
				JobInfrastructureConfigurationDetails = new Oci.DatascienceService.Models.StandaloneJobInfrastructureConfigurationDetails
				{
					ShapeName = "EXAMPLE-shapeName-Value",
					SubnetId = "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
					BlockStorageSizeInGBs = 1686,
					JobShapeConfigDetails = new Oci.DatascienceService.Models.JobShapeConfigDetails
					{
						Ocpus = (float)17.550072,
						MemoryInGBs = (float)123.93909,
						CpuBaseline = Oci.DatascienceService.Models.JobShapeConfigDetails.CpuBaselineEnum.Baseline11
					}
				},
				JobEnvironmentConfigurationDetails = new Oci.DatascienceService.Models.OcirContainerJobEnvironmentConfigurationDetails
				{
					Image = "EXAMPLE-image-Value",
					Cmd = new List<string>
					{
						"EXAMPLE--Value"
					},
					Entrypoint = new List<string>
					{
						"EXAMPLE--Value"
					},
					ImageDigest = "EXAMPLE-imageDigest-Value",
					ImageSignatureId = "ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value"
				},
				JobLogConfigurationDetails = new Oci.DatascienceService.Models.JobLogConfigurationDetails
				{
					EnableLogging = true,
					EnableAutoLogCreation = false,
					LogGroupId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
					LogId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"
				},
				JobStorageMountConfigurationDetailsList = new List<Oci.DatascienceService.Models.StorageMountConfigurationDetails>
				{
					new Oci.DatascienceService.Models.ObjectStorageMountConfigurationDetails
					{
						Namespace = "EXAMPLE-namespace-Value",
						Bucket = "EXAMPLE-bucket-Value",
						Prefix = "EXAMPLE-prefix-Value",
						DestinationDirectoryName = "EXAMPLE-destinationDirectoryName-Value",
						DestinationPath = "EXAMPLE-destinationPath-Value"
					}
				},
				JobNodeConfigurationDetails = new Oci.DatascienceService.Models.MultiNodeJobNodeConfigurationDetails
				{
					StartupOrder = Oci.DatascienceService.Models.MultiNodeJobNodeConfigurationDetails.StartupOrderEnum.InOrder,
					MaximumRuntimeInMinutes = 4927,
					JobNetworkConfiguration = new Oci.DatascienceService.Models.JobCustomNetworkConfiguration
					{
						SubnetId = "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value"
					},
					JobNodeGroupConfigurationDetailsList = new List<Oci.DatascienceService.Models.JobNodeGroupConfigurationDetails>
					{
						new Oci.DatascienceService.Models.JobNodeGroupConfigurationDetails
						{
							Name = "EXAMPLE-name-Value",
							Replicas = 442,
							MinimumSuccessReplicas = 79,
							JobInfrastructureConfigurationDetails = new Oci.DatascienceService.Models.MultiNodeJobInfrastructureConfigurationDetails
							{
								ShapeName = "EXAMPLE-shapeName-Value",
								BlockStorageSizeInGBs = 7473,
								JobShapeConfigDetails = new Oci.DatascienceService.Models.JobShapeConfigDetails
								{
									Ocpus = (float)57.949696,
									MemoryInGBs = (float)565.90314,
									CpuBaseline = Oci.DatascienceService.Models.JobShapeConfigDetails.CpuBaselineEnum.Baseline12
								}
							},
							JobConfigurationDetails = new Oci.DatascienceService.Models.DefaultJobConfigurationDetails
							{
								EnvironmentVariables = new Dictionary<string, string>()
								{
									{
										"EXAMPLE_KEY_vKDGx", 
										"EXAMPLE_VALUE_sJd4vehfbeSLOKZpIihm"
									}
								},
								CommandLineArguments = "EXAMPLE-commandLineArguments-Value",
								MaximumRuntimeInMinutes = 17081,
								StartupProbeDetails = new Oci.DatascienceService.Models.JobExecProbeDetails
								{
									Command = new List<string>
									{
										"EXAMPLE--Value"
									},
									PeriodInSeconds = 364,
									FailureThreshold = 695,
									InitialDelayInSeconds = 998
								}
							},
							JobEnvironmentConfigurationDetails = new Oci.DatascienceService.Models.OcirContainerJobEnvironmentConfigurationDetails
							{
								Image = "EXAMPLE-image-Value",
								Cmd = new List<string>
								{
									"EXAMPLE--Value"
								},
								Entrypoint = new List<string>
								{
									"EXAMPLE--Value"
								},
								ImageDigest = "EXAMPLE-imageDigest-Value",
								ImageSignatureId = "ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value"
							}
						}
					}
				},
				FreeformTags = new Dictionary<string, string>()
				{
					{
						"EXAMPLE_KEY_uqrCt", 
						"EXAMPLE_VALUE_c4OYrsjtFPrZvxtBN2hd"
					}
				},
				DefinedTags = new Dictionary<string, Dictionary<string, Object>>()
				{
					{
						"EXAMPLE_KEY_W0bTd", 
						new Dictionary<string, Object>()
						{
							{
								"EXAMPLE_KEY_hgwgG", 
								"EXAMPLE--Value"
							}
						}
					}
				}
			};
			var createJobRequest = new Oci.DatascienceService.Requests.CreateJobRequest
			{
				CreateJobDetails = createJobDetails,
				OpcRequestId = "DOJCO5CU8QSAAQHRJVOP<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.CreateJob(createJobRequest);
					// Retrieve value from the response.
					var id = response.Job.Id;
				}
            }
            catch (Exception e)
            {
                Console.WriteLine($"CreateJob Failed with {e.Message}");
                throw e;
            }
        }

    }
}