// 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{CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		DefinedTags:  map[string]map[string]interface{}{"EXAMPLE_KEY_ZqvAC": map[string]interface{}{"EXAMPLE_KEY_liln3": "EXAMPLE--Value"}},
		Description:  common.String("EXAMPLE-description-Value"),
		DisplayName:  common.String("EXAMPLE-displayName-Value"),
		FreeformTags: map[string]string{"EXAMPLE_KEY_fyflR": "EXAMPLE_VALUE_OwTzf07g0V3WWplq1gKr"},
		ModelDeploymentConfigurationDetails: datascience.SingleModelDeploymentConfigurationDetails{EnvironmentConfigurationDetails: datascience.OcirModelDeploymentEnvironmentConfigurationDetails{DefaultEnvironmentVariables: map[string]string{"EXAMPLE_KEY_Z1DDT": "EXAMPLE_VALUE_jDl3GW4u7fygeiGGHg2f"},
			Entrypoint:              []string{"EXAMPLE--Value"},
			HealthCheckPort:         common.Int(878),
			Image:                   common.String("EXAMPLE-image-Value"),
			PredictApiSpecification: common.String("EXAMPLE-predictApiSpecification-Value"),
			ServerPort:              common.Int(609),
			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}}},
			EnvironmentVariables: map[string]string{"EXAMPLE_KEY_hcvwG": "EXAMPLE_VALUE_X6LJfcsT7pY7zcNnSHV6"},
			ImageDigest:          common.String("EXAMPLE-imageDigest-Value"),
			ImageSignatureId:     common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value")},
			ModelConfigurationDetails: &datascience.ModelConfigurationDetails{BandwidthMbps: common.Int(6536),
				InstanceConfiguration: &datascience.InstanceConfiguration{ModelDeploymentInstanceShapeConfigDetails: &datascience.ModelDeploymentInstanceShapeConfigDetails{CpuBaseline: datascience.ModelDeploymentInstanceShapeConfigDetailsCpuBaseline8,
					MemoryInGBs: common.Float32(15.478455),
					Ocpus:       common.Float32(44.516563)},
					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")},
				MaximumBandwidthMbps: common.Int(4478),
				ModelId:              common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value"),
				ScalingPolicy: datascience.AutoScalingPolicy{AutoScalingPolicies: []datascience.AutoScalingPolicyDetails{datascience.ThresholdBasedAutoScalingPolicyDetails{MinimumInstanceCount: common.Int(877),
					Rules: []datascience.MetricExpressionRule{datascience.CustomMetricExpressionRule{ScaleInConfiguration: &datascience.CustomExpressionQueryScalingConfiguration{InstanceCountAdjustment: common.Int(185),
						PendingDuration: common.String("EXAMPLE-pendingDuration-Value"),
						Query:           common.String("EXAMPLE-query-Value")}}},
					InitialInstanceCount: common.Int(454),
					MaximumInstanceCount: common.Int(8)}},
					CoolDownInSeconds: common.Int(356),
					IsEnabled:         common.Bool(true)}}},
		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")}}},
		OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:    common.String("R9YF8J9P3SNC0BQPLPLG<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)
}