// 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{OpcRetryToken: common.String("EXAMPLE-opcRetryToken-Value"),
		CreateModelDeploymentDetails: datascience.CreateModelDeploymentDetails{ModelDeploymentConfigurationDetails: datascience.ModelGroupDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.DefaultModelDeploymentEnvironmentConfigurationDetails{EnvironmentVariables: map[string]string{"EXAMPLE_KEY_LvTtx": "EXAMPLE_VALUE_aTVni3zLRzFbtEhZrNy2"}},
			InfrastructureConfigurationDetails: datascience.InstancePoolInfrastructureConfigurationDetails{BandwidthMbps: common.Int(6867),
				InstanceConfiguration: &datascience.InstanceConfiguration{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"),
					ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline1,
						MemoryInGBs: common.Float32(179.94012),
						Ocpus:       common.Float32(3.0083199)}},
				MaximumBandwidthMbps: common.Int(1777),
				ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{MaximumInstanceCount: common.Int(6),
					MinimumInstanceCount: common.Int(189),
					Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeCpuUtilization,
						ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{InstanceCountAdjustment: common.Int(404),
							PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
							Threshold:       common.Int(758)}}},
					InitialInstanceCount: common.Int(978)}},
					CoolDownInSeconds: common.Int(636),
					IsEnabled:         common.Bool(true)}},
			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{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")}},
			CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
			DefinedTags:   map[string]map[string]interface{}{"EXAMPLE_KEY_CKIpu": map[string]interface{}{"EXAMPLE_KEY_AcUuf": "EXAMPLE--Value"}},
			Description:   common.String("EXAMPLE-description-Value"),
			DisplayName:   common.String("EXAMPLE-displayName-Value"),
			FreeformTags:  map[string]string{"EXAMPLE_KEY_CzMtu": "EXAMPLE_VALUE_csDoHDZG7OFyWguXCfT8"}},
		OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:    common.String("U1CKLCYTLBCIJO7EPMTK<unique_ID>")}

	// 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)
}