// 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{ModelDeploymentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value"),
		OpcRequestId: common.String("BRY8ZMQ8ECY6EG5XLSQD<unique_ID>"),
		UpdateModelDeploymentDetails: datascience.UpdateModelDeploymentDetails{FreeformTags: map[string]string{"EXAMPLE_KEY_DRLsz": "EXAMPLE_VALUE_morc6iCmZOj95CrSkxi3"},
			ModelDeploymentConfigurationDetails: datascience.UpdateModelGroupDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.UpdateOcirModelDeploymentEnvironmentConfigurationDetails{EnvironmentVariables: map[string]string{"EXAMPLE_KEY_MpOQ6": "EXAMPLE_VALUE_k5Q2ORJo8as11k9rKEyo"},
				ImageDigest:      common.String("EXAMPLE-imageDigest-Value"),
				Cmd:              []string{"EXAMPLE--Value"},
				HealthCheckPort:  common.Int(709),
				Image:            common.String("EXAMPLE-image-Value"),
				ImageSignatureId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value"),
				ServerPort:       common.Int(779),
				Entrypoint:       []string{"EXAMPLE--Value"}},
				InfrastructureConfigurationDetails: datascience.UpdateInstancePoolInfrastructureConfigurationDetails{BandwidthMbps: common.Int(1076),
					InstanceConfiguration: &datascience.InstanceConfiguration{NetworkAccessType: datascience.InstanceConfigurationNetworkAccessTypeManagedNetworkingInternetAccess,
						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"),
						ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline1,
							MemoryInGBs: common.Float32(129.96747),
							Ocpus:       common.Float32(45.898216)}},
					MaximumBandwidthMbps: common.Int(2898),
					ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{InitialInstanceCount: common.Int(86),
						MaximumInstanceCount: common.Int(3),
						MinimumInstanceCount: common.Int(83),
						Rules: []datascience.MetricExpressionRule{datascience.CustomMetricExpressionRule{ScaleInConfiguration: &datascience.CustomExpressionQueryScalingConfiguration{Query: common.String("EXAMPLE-query-Value"),
							InstanceCountAdjustment: common.Int(175),
							PendingDuration:         common.String("EXAMPLE-pendingDuration-Value")}}}}},
						CoolDownInSeconds: common.Int(618),
						IsEnabled:         common.Bool(true)}},
				ModelGroupConfigurationDetails: &datascience.UpdateModelGroupConfigurationDetails{ModelGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value")},
				UpdateType:                     datascience.UpdateModelGroupDeploymentConfigurationDetailsUpdateTypeLive},
			CategoryLogDetails: &datascience.UpdateCategoryLogDetails{Access: &datascience.LogDetails{LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"),
				LogGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-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_VKERQ": map[string]interface{}{"EXAMPLE_KEY_Qx8dY": "EXAMPLE--Value"}},
			Description: common.String("EXAMPLE-description-Value"),
			DisplayName: common.String("EXAMPLE-displayName-Value")},
		IfMatch: common.String("EXAMPLE-ifMatch-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)
}