// 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  createModelDeploymentDetails = {
		displayName: "EXAMPLE-displayName-Value",
		description: "EXAMPLE-description-Value",
		projectId: "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
		compartmentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
		modelDeploymentConfigurationDetails: {
			deploymentType: "MODEL_GROUP",			modelGroupConfigurationDetails: {
				modelGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelGroupId-Value",

				}
,
			infrastructureConfigurationDetails: {
				infrastructureType: "INSTANCE_POOL",				instanceConfiguration: {
					instanceShapeName: "EXAMPLE-instanceShapeName-Value",
					modelDeploymentInstanceShapeConfigDetails: {
						ocpus: 50.02558,
						memoryInGBs: 23.218018,
						cpuBaseline: datascience.models.ModelDeploymentInstanceShapeConfigDetails.CpuBaseline.Baseline11,

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

					}
,
				scalingPolicy: {
					policyType: "FIXED_SIZE",					instanceCount: 2

					}
,
				bandwidthMbps: 3278,
				maximumBandwidthMbps: 4907

				}
,
			environmentConfigurationDetails: {
				environmentConfigurationType: "OCIR_CONTAINER",				image: "EXAMPLE-image-Value",
				imageDigest: "EXAMPLE-imageDigest-Value",
				cmd: ["EXAMPLE--Value"						],
				entrypoint: ["EXAMPLE--Value"						],
				serverPort: 82,
				healthCheckPort: 619,
				environmentVariables: {
					EXAMPLE_KEY_vyDGN :"EXAMPLE_VALUE_EkSipz58Ga7H2j7po4XK"
					}

				}


			}
,
		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_Hf6tA :"EXAMPLE_VALUE_jo4EQnYo0jUJAJlIwWiT"
			},
		definedTags: {
			EXAMPLE_KEY_5YsVh :{
				EXAMPLE_KEY_ezabH :"EXAMPLE--Value"
				}
			},

		}

	const createModelDeploymentRequest: datascience.requests.CreateModelDeploymentRequest = { 
	createModelDeploymentDetails: createModelDeploymentDetails,
	opcRequestId: "ZQRB9K0WV407MNK8ZP9Q<unique_ID>",
	opcRetryToken: "EXAMPLE-opcRetryToken-Value",
	opcParentRptUrl: "EXAMPLE-opcParentRptUrl-Value",

		}; 


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