// 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{DisplayName: common.String("EXAMPLE-displayName-Value"),
		FreeformTags: map[string]string{"EXAMPLE_KEY_iwtfL": "EXAMPLE_VALUE_vQkcglgobkLjTdAKUedi"},
		ModelDeploymentConfigurationDetails: datascience.SingleModelDeploymentFlexConfigurationDetails{EnvironmentConfigurationDetails: datascience.OcirModelDeploymentEnvironmentConfigurationDetails{CustomHttpEndpoints: []datascience.InferenceHttpEndpoint{datascience.InferenceHttpEndpoint{EndpointUriSuffix: common.String("EXAMPLE-endpointUriSuffix-Value"),
			HttpMethods: []datascience.HttpMethodEnum{datascience.HttpMethodGet,
				datascience.HttpMethodPut,
				datascience.HttpMethodPost,
				datascience.HttpMethodDelete,
				datascience.HttpMethodHead}}},
			Entrypoint:                  []string{"EXAMPLE--Value"},
			EnvironmentVariables:        map[string]string{"EXAMPLE_KEY_cLOeP": "EXAMPLE_VALUE_bVbH1nPeoUWqpWtvJ4lT"},
			ImageDigest:                 common.String("EXAMPLE-imageDigest-Value"),
			PredictApiSpecification:     common.String("EXAMPLE-predictApiSpecification-Value"),
			ServerPort:                  common.Int(96),
			Cmd:                         []string{"EXAMPLE--Value"},
			DefaultEnvironmentVariables: map[string]string{"EXAMPLE_KEY_OgW2o": "EXAMPLE_VALUE_NEWMdEVUvMfARwIhpwk7"},
			HealthCheckPort:             common.Int(90),
			Image:                       common.String("EXAMPLE-image-Value"),
			ImageSignatureId:            common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value")},
			InfrastructureConfigurationDetails: datascience.ManagedComputeClusterModelDeployInfrastructureConfigDetails{ScalingPolicy: datascience.ManagedComputeClusterWorkloadFixedSizeScalingPolicy{InstanceCount: common.Int(930)},
				ComputeTargetId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-computeTargetId-Value"),
				ModelDeploymentResourceConfiguration: &datascience.ManagedComputeClusterModelDeploymentResourceConfiguration{ResourceRequestConfiguration: &datascience.ResourceRequestConfiguration{MemoryInGBs: common.Float32(4822.5464),
					Ocpus: common.Float32(5176.106),
					Gpus:  common.Int(944)},
					ResourceLimitConfiguration: &datascience.ResourceLimitConfiguration{MemoryInGBs: common.Float32(2168.3877),
						Ocpus: common.Float32(6841.3867)}}},
			ModelConfigurationDetails: &datascience.SingleModelConfigurationDetails{ModelId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value")}},
		ProjectId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value"),
		CategoryLogDetails: &datascience.CategoryLogDetails{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")},
			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")}},
		CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		DefinedTags:   map[string]map[string]interface{}{"EXAMPLE_KEY_f6Za1": map[string]interface{}{"EXAMPLE_KEY_PtRA9": "EXAMPLE--Value"}},
		Description:   common.String("EXAMPLE-description-Value")},
		OpcParentRptUrl: common.String("EXAMPLE-opcParentRptUrl-Value"),
		OpcRequestId:    common.String("RPID5JWAUE4AW4G8S2MZ<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)
}