// 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 CreateJobRunExample
    {
        public static async Task Main()
        {
            // Create a request and dependent object(s).
			var createJobRunDetails = new Oci.DatascienceService.Models.CreateJobRunDetails
			{
				ProjectId = "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
				CompartmentId = "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
				DisplayName = "EXAMPLE-displayName-Value",
				JobId = "ocid1.test.oc1..<unique_ID>EXAMPLE-jobId-Value",
				JobConfigurationOverrideDetails = new Oci.DatascienceService.Models.DefaultJobConfigurationDetails
				{
					EnvironmentVariables = new Dictionary<string, string>()
					{
						{
							"EXAMPLE_KEY_7XSCQ", 
							"EXAMPLE_VALUE_6oc4Ww4GOZoOjXviMo3T"
						}
					},
					CommandLineArguments = "EXAMPLE-commandLineArguments-Value",
					MaximumRuntimeInMinutes = 13690,
					StartupProbeDetails = new Oci.DatascienceService.Models.JobExecProbeDetails
					{
						Command = new List<string>
						{
							"EXAMPLE--Value"
						},
						PeriodInSeconds = 516,
						FailureThreshold = 702,
						InitialDelayInSeconds = 116
					}
				},
				JobLogConfigurationOverrideDetails = new Oci.DatascienceService.Models.JobLogConfigurationDetails
				{
					EnableLogging = true,
					EnableAutoLogCreation = true,
					LogGroupId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
					LogId = "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"
				},
				JobEnvironmentConfigurationOverrideDetails = 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"
				},
				JobInfrastructureConfigurationOverrideDetails = new Oci.DatascienceService.Models.ManagedComputeClusterJobInfrastructureConfigurationDetails
				{
					ComputeTargetId = "ocid1.test.oc1..<unique_ID>EXAMPLE-computeTargetId-Value",
					ResourceConfiguration = new Oci.DatascienceService.Models.ManagedComputeClusterJobResourceConfiguration
					{
						ResourceLimitConfiguration = new Oci.DatascienceService.Models.ResourceLimitConfiguration
						{
							Ocpus = (float)518.76666,
							MemoryInGBs = (float)5662.6045
						},
						ResourceRequestConfiguration = new Oci.DatascienceService.Models.ResourceRequestConfiguration
						{
							Ocpus = (float)1884.3293,
							MemoryInGBs = (float)1792.8213,
							Gpus = 682
						}
					}
				},
				JobNodeConfigurationOverrideDetails = new Oci.DatascienceService.Models.MultiNodeJobNodeConfigurationDetails
				{
					StartupOrder = Oci.DatascienceService.Models.MultiNodeJobNodeConfigurationDetails.StartupOrderEnum.InOrder,
					MaximumRuntimeInMinutes = 5769,
					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 = 703,
							MinimumSuccessReplicas = 234,
							JobInfrastructureConfigurationDetails = new Oci.DatascienceService.Models.ManagedEgressStandaloneJobInfrastructureConfigurationDetails
							{
								ShapeName = "EXAMPLE-shapeName-Value",
								BlockStorageSizeInGBs = 8254,
								JobShapeConfigDetails = new Oci.DatascienceService.Models.JobShapeConfigDetails
								{
									Ocpus = (float)30.939098,
									MemoryInGBs = (float)144.16132,
									CpuBaseline = Oci.DatascienceService.Models.JobShapeConfigDetails.CpuBaselineEnum.Baseline11
								}
							},
							JobConfigurationDetails = new Oci.DatascienceService.Models.EmptyJobConfigurationDetails
							{
							},
							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"
							}
						}
					}
				},
				JobStorageMountConfigurationOverrideDetailsList = new List<Oci.DatascienceService.Models.StorageMountConfigurationDetails>
				{
					new Oci.DatascienceService.Models.FileStorageMountConfigurationDetails
					{
						MountTargetId = "ocid1.test.oc1..<unique_ID>EXAMPLE-mountTargetId-Value",
						ExportId = "ocid1.test.oc1..<unique_ID>EXAMPLE-exportId-Value",
						DestinationDirectoryName = "EXAMPLE-destinationDirectoryName-Value",
						DestinationPath = "EXAMPLE-destinationPath-Value"
					}
				},
				FreeformTags = new Dictionary<string, string>()
				{
					{
						"EXAMPLE_KEY_9I3mn", 
						"EXAMPLE_VALUE_5zB6bVC1UFoIaPuqZtOC"
					}
				},
				DefinedTags = new Dictionary<string, Dictionary<string, Object>>()
				{
					{
						"EXAMPLE_KEY_4wQf1", 
						new Dictionary<string, Object>()
						{
							{
								"EXAMPLE_KEY_x1t9t", 
								"EXAMPLE--Value"
							}
						}
					}
				}
			};
			var createJobRunRequest = new Oci.DatascienceService.Requests.CreateJobRunRequest
			{
				CreateJobRunDetails = createJobRunDetails,
				OpcRequestId = "VXKBN9XLMGQXR7ER9VQN<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.CreateJobRun(createJobRunRequest);
					// Retrieve value from the response.
					var id = response.JobRun.Id;
				}
            }
            catch (Exception e)
            {
                Console.WriteLine($"CreateJobRun Failed with {e.Message}");
                throw e;
            }
        }

    }
}