// 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{OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:  common.String("ZLUOMAWSYNKUSRX9Z3Z7<unique_ID>"),
		OpcRetryToken: common.String("EXAMPLE-opcRetryToken-Value"),
		CreateModelDeploymentDetails: datascience.CreateModelDeploymentDetails{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"),
			DefinedTags:   map[string]map[string]interface{}{"EXAMPLE_KEY_FzEhn": map[string]interface{}{"EXAMPLE_KEY_iDwOV": "EXAMPLE--Value"}},
			Description:   common.String("EXAMPLE-description-Value"),
			DisplayName:   common.String("EXAMPLE-displayName-Value"),
			FreeformTags:  map[string]string{"EXAMPLE_KEY_5Gt5j": "EXAMPLE_VALUE_D6HIO5HaluGPaknZUvqd"},
			ModelDeploymentConfigurationDetails: datascience.SingleModelDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.DefaultModelDeploymentEnvironmentConfigurationDetails{EnvironmentVariables: map[string]string{"EXAMPLE_KEY_H8cgk": "EXAMPLE_VALUE_uIi5ixoCit9INjMpar1Q"}},
				ModelConfigurationDetails: &datascience.ModelConfigurationDetails{ModelId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
					ScalingPolicy: datascience.AutoScalingPolicy{IsEnabled: common.Bool(true),
						AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{MaximumInstanceCount: common.Int(6),
							MinimumInstanceCount: common.Int(296),
							Rules: []datascience.MetricExpressionRule{datascience.CustomMetricExpressionRule{ScaleInConfiguration: &datascience.CustomExpressionQueryScalingConfiguration{InstanceCountAdjustment: common.Int(41),
								PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
								Query:           common.String("EXAMPLE-query-Value")}}},
							InitialInstanceCount: common.Int(335)}},
						CoolDownInSeconds: common.Int(883)},
					BandwidthMbps: common.Int(5424),
					InstanceConfiguration: &datascience.InstanceConfiguration{InstanceShapeName: common.String("EXAMPLE-instanceShapeName-Value"),
						ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline8,
							MemoryInGBs: common.Float32(361.30737),
							Ocpus:       common.Float32(4.9031754)},
						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"),
						CapacityReservationIds: []string{"EXAMPLE--Value"}},
					MaximumBandwidthMbps:     common.Int(1309),
					ModelArtifactSignatureId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelArtifactSignatureId-Value")}},
			ProjectId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-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)
}