// 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 ExampleCreateModelDeployment() {
	// 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.CreateModelDeploymentRequest{CreateModelDeploymentDetails: datascience.CreateModelDeploymentDetails{FreeformTags: map[string]string{"EXAMPLE_KEY_Rfzrj": "EXAMPLE_VALUE_iEeZ2PdLltaOcYemR8sF"},
		ModelDeploymentConfigurationDetails: datascience.ModelGroupDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.DefaultModelDeploymentEnvironmentConfigurationDetails{EnvironmentVariables: map[string]string{"EXAMPLE_KEY_oMd24": "EXAMPLE_VALUE_coSZtPUolrnNSN3wTR7A"}},
			InfrastructureConfigurationDetails: datascience.InstancePoolInfrastructureConfigurationDetails{BandwidthMbps: common.Int(7503),
				InstanceConfiguration: &datascience.InstanceConfiguration{InstanceShapeName: common.String("EXAMPLE-instanceShapeName-Value"),
					ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline8,
						MemoryInGBs: common.Float32(28.878418),
						Ocpus:       common.Float32(24.381317)},
					PrivateEndpointId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value"),
					SubnetId:          common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value")},
				MaximumBandwidthMbps: common.Int(7549),
				ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{InstanceCountAdjustment: common.Int(188),
					PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
					Threshold:       common.Int(965)},
					MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeCpuUtilization}},
					InitialInstanceCount: common.Int(563),
					MaximumInstanceCount: common.Int(8),
					MinimumInstanceCount: common.Int(734)}},
					CoolDownInSeconds: common.Int(968),
					IsEnabled:         common.Bool(false)}},
			ModelGroupConfigurationDetails: &datascience.ModelGroupConfigurationDetails{ModelGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value")}},
		ProjectId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value"),
		CategoryLogDetails: &datascience.CategoryLogDetails{Predict: &datascience.LogDetails{LogGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value"),
			LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value")},
			Access: &datascience.LogDetails{LogGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value"),
				LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value")}},
		CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		DefinedTags:   map[string]map[string]interface{}{"EXAMPLE_KEY_hMHk9": map[string]interface{}{"EXAMPLE_KEY_kwrDu": "EXAMPLE--Value"}},
		Description:   common.String("EXAMPLE-description-Value"),
		DisplayName:   common.String("EXAMPLE-displayName-Value")},
		OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:    common.String("DYF24QXGKHZKKIAVE7Y7<unique_ID>"),
		OpcRetryToken:   common.String("EXAMPLE-opcRetryToken-Value")}

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

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