// 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{DefinedTags: map[string]map[string]interface{}{"EXAMPLE_KEY_LyB3c": map[string]interface{}{"EXAMPLE_KEY_Wo4kF": "EXAMPLE--Value"}},
		Description:  common.String("EXAMPLE-description-Value"),
		DisplayName:  common.String("EXAMPLE-displayName-Value"),
		FreeformTags: map[string]string{"EXAMPLE_KEY_5wQGK": "EXAMPLE_VALUE_IRhWsvgpUr5F7XOzbVpx"},
		ModelDeploymentConfigurationDetails: datascience.ModelGroupDeploymentConfigurationDetails{InfrastructureConfigurationDetails: datascience.InstancePoolInfrastructureConfigurationDetails{InstanceConfiguration: &datascience.InstanceConfiguration{CapacityReservationIds: []string{"EXAMPLE--Value"},
			InstanceShapeName: common.String("EXAMPLE-instanceShapeName-Value"),
			ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline8,
				MemoryInGBs: common.Float32(210.30481),
				Ocpus:       common.Float32(32.9553)},
			NetworkAccessType: datascience.InstanceConfigurationNetworkAccessTypeCustomNetworking,
			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(3551),
			ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{InitialInstanceCount: common.Int(337),
				MaximumInstanceCount: common.Int(9),
				MinimumInstanceCount: common.Int(829),
				Rules: []datascience.MetricExpressionRule{datascience.PredefinedMetricExpressionRule{ScaleInConfiguration: &datascience.PredefinedExpressionThresholdScalingConfiguration{InstanceCountAdjustment: common.Int(418),
					PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
					Threshold:       common.Int(661)},
					MetricType: datascience.PredefinedMetricExpressionRuleMetricTypeCpuUtilization}}}},
				CoolDownInSeconds: common.Int(741),
				IsEnabled:         common.Bool(true)},
			BandwidthMbps: common.Int(521)},
			ModelGroupConfigurationDetails: &datascience.ModelGroupConfigurationDetails{ModelGroupId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value")},
			EnvironmentConfigurationDetails: datascience.OcirModelDeploymentEnvironmentConfigurationDetails{DefaultEnvironmentVariables: map[string]string{"EXAMPLE_KEY_b7o6h": "EXAMPLE_VALUE_ACmyZTa6PmkFTJhuTwAd"},
				Entrypoint:           []string{"EXAMPLE--Value"},
				EnvironmentVariables: map[string]string{"EXAMPLE_KEY_gBLe9": "EXAMPLE_VALUE_McFYIDGeVvBrjOAVlUz2"},
				ImageDigest:          common.String("EXAMPLE-imageDigest-Value"),
				ImageSignatureId:     common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value"),
				Cmd:                  []string{"EXAMPLE--Value"},
				CustomHttpEndpoints: []datascience.InferenceHttpEndpoint{datascience.InferenceHttpEndpoint{EndpointUriSuffix: common.String("EXAMPLE-endpointUriSuffix-Value"),
					HttpMethods: []datascience.HttpMethodEnum{datascience.HttpMethodGet,
						datascience.HttpMethodPut,
						datascience.HttpMethodPost,
						datascience.HttpMethodDelete,
						datascience.HttpMethodHead}}},
				HealthCheckPort:         common.Int(394),
				Image:                   common.String("EXAMPLE-image-Value"),
				PredictApiSpecification: common.String("EXAMPLE-predictApiSpecification-Value"),
				ServerPort:              common.Int(733)}},
		ProjectId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value"),
		CategoryLogDetails: &datascience.CategoryLogDetails{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")}},
		CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value")},
		OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:    common.String("VJLTHD18R6VETPXINQJN<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)
}