// 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).

package main

import (
	"context"
	"fmt"

	"github.com/oracle/oci-go-sdk/v65/common"
	"github.com/oracle/oci-go-sdk/v65/datascience"
	"github.com/oracle/oci-go-sdk/v65/example/helpers"
)

func ExampleCreateJob() {
	// 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.
	client, err := datascience.NewDataScienceClientWithConfigurationProvider(common.DefaultConfigProvider())
	helpers.FatalIfError(err)

	// Create a request and dependent object(s).

	req := datascience.CreateJobRequest{CreateJobDetails: datascience.CreateJobDetails{CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		DefinedTags:             map[string]map[string]interface{}{"EXAMPLE_KEY_Vno5b": map[string]interface{}{"EXAMPLE_KEY_tC1AU": "EXAMPLE--Value"}},
		Description:             common.String("EXAMPLE-description-Value"),
		FreeformTags:            map[string]string{"EXAMPLE_KEY_kLIEe": "EXAMPLE_VALUE_iiRTlQdfJ29Iqeg8AOmx"},
		JobConfigurationDetails: datascience.EmptyJobConfigurationDetails{},
		JobEnvironmentConfigurationDetails: datascience.OcirContainerJobEnvironmentConfigurationDetails{Cmd: []string{"EXAMPLE--Value"},
			Entrypoint:       []string{"EXAMPLE--Value"},
			Image:            common.String("EXAMPLE-image-Value"),
			ImageDigest:      common.String("EXAMPLE-imageDigest-Value"),
			ImageSignatureId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value")},
		JobNodeConfigurationDetails: datascience.MultiNodeJobNodeConfigurationDetails{JobNodeGroupConfigurationDetailsList: []datascience.JobNodeGroupConfigurationDetails{datascience.JobNodeGroupConfigurationDetails{JobConfigurationDetails: datascience.DefaultJobConfigurationDetails{StartupProbeDetails: datascience.JobExecProbeDetails{Command: []string{"EXAMPLE--Value"},
			FailureThreshold:      common.Int(153),
			InitialDelayInSeconds: common.Int(426),
			PeriodInSeconds:       common.Int(510)},
			CommandLineArguments:    common.String("EXAMPLE-commandLineArguments-Value"),
			EnvironmentVariables:    map[string]string{"EXAMPLE_KEY_ma0dO": "EXAMPLE_VALUE_nqsSsT3Ermu2bD4IQsJq"},
			MaximumRuntimeInMinutes: common.Int64(4527)},
			JobEnvironmentConfigurationDetails: datascience.OcirContainerJobEnvironmentConfigurationDetails{Image: common.String("EXAMPLE-image-Value"),
				ImageDigest:      common.String("EXAMPLE-imageDigest-Value"),
				ImageSignatureId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value"),
				Cmd:              []string{"EXAMPLE--Value"},
				Entrypoint:       []string{"EXAMPLE--Value"}},
			JobInfrastructureConfigurationDetails: datascience.ManagedComputeClusterJobInfrastructureConfigurationDetails{ResourceConfiguration: &datascience.ManagedComputeClusterJobResourceConfiguration{ResourceLimitConfiguration: &datascience.ResourceLimitConfiguration{MemoryInGBs: common.Float32(6265.75),
				Ocpus: common.Float32(3180.002)},
				ResourceRequestConfiguration: &datascience.ResourceRequestConfiguration{Gpus: common.Int(881),
					MemoryInGBs: common.Float32(4360.765),
					Ocpus:       common.Float32(8840.911)}},
				ComputeTargetId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-computeTargetId-Value")},
			MinimumSuccessReplicas: common.Int(439),
			Name:                   common.String("EXAMPLE-name-Value"),
			Replicas:               common.Int(362)}},
			MaximumRuntimeInMinutes: common.Int64(25921),
			StartupOrder:            datascience.MultiNodeJobNodeConfigurationDetailsStartupOrderParallel,
			JobNetworkConfiguration: datascience.JobDefaultNetworkConfiguration{}},
		DisplayName: common.String("EXAMPLE-displayName-Value"),
		JobInfrastructureConfigurationDetails: datascience.MultiNodeJobInfrastructureConfigurationDetails{BlockStorageSizeInGBs: common.Int(1606),
			JobShapeConfigDetails: &datascience.JobShapeConfigDetails{MemoryInGBs: common.Float32(542.4009),
				Ocpus:       common.Float32(61.6462),
				CpuBaseline: datascience.JobShapeConfigDetailsCpuBaseline8},
			ShapeName: common.String("EXAMPLE-shapeName-Value")},
		JobLogConfigurationDetails: &datascience.JobLogConfigurationDetails{LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"),
			EnableAutoLogCreation: common.Bool(false),
			EnableLogging:         common.Bool(false),
			LogGroupId:            common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value")},
		JobStorageMountConfigurationDetailsList: []datascience.StorageMountConfigurationDetails{datascience.FileStorageMountConfigurationDetails{ExportId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-exportId-Value"),
			MountTargetId:            common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-mountTargetId-Value"),
			DestinationDirectoryName: common.String("EXAMPLE-destinationDirectoryName-Value"),
			DestinationPath:          common.String("EXAMPLE-destinationPath-Value")}},
		ProjectId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value")},
		OpcRequestId:  common.String("QAGWGWG6PCB4CNJGQV5U<unique_ID>"),
		OpcRetryToken: common.String("EXAMPLE-opcRetryToken-Value")}

	// Send the request using the service client
	resp, err := client.CreateJob(context.Background(), req)
	helpers.FatalIfError(err)

	// Retrieve value from the response.
	fmt.Println(resp)
}