// 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{IfMatch: common.String("EXAMPLE-ifMatch-Value"),
		ModelDeploymentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value"),
		OpcRequestId:      common.String("JIVBQKAO0I9KFPFC96SY<unique_ID>"),
		UpdateModelDeploymentDetails: datascience.UpdateModelDeploymentDetails{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_SZNEO": map[string]interface{}{"EXAMPLE_KEY_mUVJu": "EXAMPLE--Value"}},
			Description:  common.String("EXAMPLE-description-Value"),
			DisplayName:  common.String("EXAMPLE-displayName-Value"),
			FreeformTags: map[string]string{"EXAMPLE_KEY_qjQhF": "EXAMPLE_VALUE_oKqrXUd8Q0VIA13saf7s"},
			ModelDeploymentConfigurationDetails: datascience.UpdateModelGroupDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.UpdateOcirModelDeploymentEnvironmentConfigurationDetails{EnvironmentVariables: map[string]string{"EXAMPLE_KEY_62f90": "EXAMPLE_VALUE_d4GcZpae13zNMSSJpSOe"},
				HealthCheckPort: common.Int(87),
				Image:           common.String("EXAMPLE-image-Value"),
				ImageDigest:     common.String("EXAMPLE-imageDigest-Value"),
				ServerPort:      common.Int(118),
				Cmd:             []string{"EXAMPLE--Value"},
				Entrypoint:      []string{"EXAMPLE--Value"}},
				InfrastructureConfigurationDetails: datascience.UpdateInstancePoolInfrastructureConfigurationDetails{ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{InitialInstanceCount: common.Int(145),
					MaximumInstanceCount: common.Int(9),
					MinimumInstanceCount: common.Int(111),
					Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeMemoryUtilization,
						ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{InstanceCountAdjustment: common.Int(756),
							PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
							Threshold:       common.Int(185)}}}}},
					CoolDownInSeconds: common.Int(634),
					IsEnabled:         common.Bool(true)},
					BandwidthMbps: common.Int(8054),
					InstanceConfiguration: &datascience.InstanceConfiguration{InstanceShapeName: common.String("EXAMPLE-instanceShapeName-Value"),
						ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline2,
							MemoryInGBs: common.Float32(78.11627),
							Ocpus:       common.Float32(28.329231)},
						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(2179)},
				ModelGroupConfigurationDetails: &datascience.UpdateModelGroupConfigurationDetails{ModelGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value")},
				UpdateType:                     datascience.UpdateModelGroupDeploymentConfigurationDetailsUpdateTypeZdt}}}

	// 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)
}