// 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 ExampleUpdateModelDeployment() {
	// 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.UpdateModelDeploymentRequest{OpcRequestId: common.String("VHNQNYAYF2EWZVGBKFCH<unique_ID>"),
		UpdateModelDeploymentDetails: datascience.UpdateModelDeploymentDetails{ModelDeploymentConfigurationDetails: datascience.UpdateModelGroupDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.UpdateDefaultModelDeploymentEnvironmentConfigurationDetails{EnvironmentVariables: map[string]string{"EXAMPLE_KEY_lrziD": "EXAMPLE_VALUE_Ab098MZoWLzrgNfHnAE8"}},
			InfrastructureConfigurationDetails: datascience.UpdateInstancePoolInfrastructureConfigurationDetails{BandwidthMbps: common.Int(3527),
				InstanceConfiguration: &datascience.InstanceConfiguration{ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline2,
					MemoryInGBs: common.Float32(53.709717),
					Ocpus:       common.Float32(10.565296)},
					NetworkAccessType: datascience.InstanceConfigurationNetworkAccessTypeManagedNetworkingNoInternetAccess,
					PrivateEndpointId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value"),
					SubnetId:          common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value"),
					InstanceShapeName: common.String("EXAMPLE-instanceShapeName-Value")},
				MaximumBandwidthMbps: common.Int(2249),
				ScalingPolicy: datascience.AutoScalingPolicy{CoolDownInSeconds: common.Int(471),
					IsEnabled: common.Bool(true),
					AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{InitialInstanceCount: common.Int(577),
						MaximumInstanceCount: common.Int(8),
						MinimumInstanceCount: common.Int(132),
						Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeCpuUtilization,
							ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{Threshold: common.Int(841),
								InstanceCountAdjustment: common.Int(170),
								PendingDuration:         common.String("EXAMPLE-pendingDuration-Value")}}}}}}},
			ModelGroupConfigurationDetails: &datascience.UpdateModelGroupConfigurationDetails{ModelGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value")},
			UpdateType:                     datascience.UpdateModelGroupDeploymentConfigurationDetailsUpdateTypeLive},
			CategoryLogDetails: &datascience.UpdateCategoryLogDetails{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")},
				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")}},
			DefinedTags:  map[string]map[string]interface{}{"EXAMPLE_KEY_xgXlF": map[string]interface{}{"EXAMPLE_KEY_rih5j": "EXAMPLE--Value"}},
			Description:  common.String("EXAMPLE-description-Value"),
			DisplayName:  common.String("EXAMPLE-displayName-Value"),
			FreeformTags: map[string]string{"EXAMPLE_KEY_5d4lq": "EXAMPLE_VALUE_PhWZ5hjL1LSWUuYLZm1j"}},
		IfMatch:           common.String("EXAMPLE-ifMatch-Value"),
		ModelDeploymentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value")}

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

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