// 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).

import * as datascience from "oci-datascience";
import common = require("oci-common");

// 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.

const provider: common.ConfigFileAuthenticationDetailsProvider = new common.ConfigFileAuthenticationDetailsProvider();

(async () => {
    try {
     // Create a service client
     const client = new datascience.DataScienceClient({ authenticationDetailsProvider: provider });

     // Create a request and dependent object(s).
	const  updateModelDeploymentDetails = {
		displayName: "EXAMPLE-displayName-Value",
		description: "EXAMPLE-description-Value",
		modelDeploymentConfigurationDetails: {
			deploymentType: "MODEL_GROUP",			updateType: datascience.models.UpdateModelGroupDeploymentConfigurationDetails.UpdateType.Zdt,
			modelGroupConfigurationDetails: {
				modelGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value",

				}
,
			infrastructureConfigurationDetails: {
				infrastructureType: "INSTANCE_POOL",				instanceConfiguration: {
					instanceShapeName: "EXAMPLE-instanceShapeName-Value",
					modelDeploymentInstanceShapeConfigDetails: {
						ocpus: 28.329231,
						memoryInGBs: 78.11627,
						cpuBaseline: datascience.models.ModelDeploymentInstanceShapeConfigDetails.CpuBaseline.Baseline12,

						}
,
					subnetId: "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
					privateEndpointId: "ocid1.test.oc1..<unique_ID>EXAMPLE-privateEndpointId-Value",

					}
,
				scalingPolicy: {
					policyType: "AUTOSCALING",					coolDownInSeconds: 634,
					isEnabled: true,
					autoScalingPolicies: [{
							autoScalingPolicyType: "THRESHOLD",							rules: [{
									metricExpressionRuleType: "PREDEFINED_EXPRESSION",									metricType: datascience.models.PredefinedMetricExpressionRule.MetricType.MemoryUtilization,
									scaleInConfiguration: {
										scalingConfigurationType: "THRESHOLD",										threshold: 185,
										pendingDuration: "EXAMPLE-pendingDuration-Value",
										instanceCountAdjustment: 756

										}
,

									}
									],
							maximumInstanceCount: 9,
							minimumInstanceCount: 111,
							initialInstanceCount: 145

							}
							]

					}
,
				bandwidthMbps: 8054,
				maximumBandwidthMbps: 2179

				}
,
			environmentConfigurationDetails: {
				environmentConfigurationType: "OCIR_CONTAINER",				image: "EXAMPLE-image-Value",
				imageDigest: "EXAMPLE-imageDigest-Value",
				cmd: ["EXAMPLE--Value"						],
				entrypoint: ["EXAMPLE--Value"						],
				serverPort: 118,
				healthCheckPort: 87,
				environmentVariables: {
					EXAMPLE_KEY_62f90 :"EXAMPLE_VALUE_d4GcZpae13zNMSSJpSOe"
					}

				}


			}
,
		categoryLogDetails: {
			access: {
				logId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
				logGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",

				}
,
			predict: {
				logId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",
				logGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",

				}
,

			}
,
		freeformTags: {
			EXAMPLE_KEY_qjQhF :"EXAMPLE_VALUE_oKqrXUd8Q0VIA13saf7s"
			},
		definedTags: {
			EXAMPLE_KEY_SZNEO :{
				EXAMPLE_KEY_mUVJu :"EXAMPLE--Value"
				}
			},

		}

	const updateModelDeploymentRequest: datascience.requests.UpdateModelDeploymentRequest = { 
	modelDeploymentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelDeploymentId-Value",
	updateModelDeploymentDetails: updateModelDeploymentDetails,
	ifMatch: "EXAMPLE-ifMatch-Value",
	opcRequestId: "JIVBQKAO0I9KFPFC96SY<unique_ID>",

		}; 


     // Send request to the Client.
     const updateModelDeploymentResponse = await client.updateModelDeployment(updateModelDeploymentRequest);
     }
     catch (error) {
         console.log("updateModelDeployment Failed with error  " + error);
     }
})();