// 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{Description: common.String("EXAMPLE-description-Value"),
		DisplayName:  common.String("EXAMPLE-displayName-Value"),
		FreeformTags: map[string]string{"EXAMPLE_KEY_K2VVJ": "EXAMPLE_VALUE_A3K7e1eaGa5PRlE9jPZf"},
		ModelDeploymentConfigurationDetails: datascience.SingleModelDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.OcirModelDeploymentEnvironmentConfigurationDetails{Cmd: []string{"EXAMPLE--Value"},
			Entrypoint:           []string{"EXAMPLE--Value"},
			EnvironmentVariables: map[string]string{"EXAMPLE_KEY_QLk3m": "EXAMPLE_VALUE_awX0VwvRPIYrGirv1TGs"},
			HealthCheckPort:      common.Int(475),
			Image:                common.String("EXAMPLE-image-Value"),
			ImageDigest:          common.String("EXAMPLE-imageDigest-Value"),
			ServerPort:           common.Int(609)},
			ModelConfigurationDetails: &datascience.ModelConfigurationDetails{ModelId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
				ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{InitialInstanceCount: common.Int(804),
					MaximumInstanceCount: common.Int(5),
					MinimumInstanceCount: common.Int(250),
					Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeMemoryUtilization,
						ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{InstanceCountAdjustment: common.Int(121),
							PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
							Threshold:       common.Int(234)}}}}},
					CoolDownInSeconds: common.Int(683),
					IsEnabled:         common.Bool(true)},
				BandwidthMbps: common.Int(834),
				InstanceConfiguration: &datascience.InstanceConfiguration{ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline8,
					MemoryInGBs: common.Float32(572.28516),
					Ocpus:       common.Float32(0.5801048)},
					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(2484)}},
		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_iOO7B": map[string]interface{}{"EXAMPLE_KEY_9P7FP": "EXAMPLE--Value"}}},
		OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:    common.String("XICHMCYJG04VCAL4H23C<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)
}