// 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 aidocument from "oci-aidocument";
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 aidocument.AIServiceDocumentClient({ authenticationDetailsProvider: provider });

     // Create a request and dependent object(s).
	const  createModelDetails = {
		displayName: "EXAMPLE-displayName-Value",
		description: "EXAMPLE-description-Value",
		modelVersion: "EXAMPLE-modelVersion-Value",
		modelType: aidocument.models.Model.ModelType.PreTrainedTableExtraction,
		modelSubType: {
			modelType: "PRE_TRAINED_KEY_VALUE_EXTRACTION",			modelSubType: aidocument.models.KvModelSubType.ModelSubType.Receipt

			}
,
		inferenceUnits: 9,
		compartmentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
		isQuickMode: false,
		maxTrainingTimeInHours: 4685.0635,
		language: "EXAMPLE-language-Value",
		trainingDataset: {
			datasetType: "OBJECT_STORAGE",			namespaceName: "EXAMPLE-namespaceName-Value",
			bucketName: "EXAMPLE-bucketName-Value",
			objectName: "EXAMPLE-objectName-Value"

			}
,
		testingDataset: {
			datasetType: "DATA_SCIENCE_LABELING",			datasetId: "ocid1.test.oc1..<unique_ID>EXAMPLE-datasetId-Value"

			}
,
		validationDataset: {
			datasetType: "OBJECT_STORAGE",			namespaceName: "EXAMPLE-namespaceName-Value",
			bucketName: "EXAMPLE-bucketName-Value",
			objectName: "EXAMPLE-objectName-Value"

			}
,
		componentModels: [{
				modelId: "ocid1.test.oc1..<unique_ID>EXAMPLE-modelId-Value",

				}
				],
		aliasName: "EXAMPLE-aliasName-Value",
		projectId: "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
		freeformTags: {
			EXAMPLE_KEY_lh9wC :"EXAMPLE_VALUE_s8HuHG7rvzgpF9pTLQRy"
			},
		definedTags: {
			EXAMPLE_KEY_lJy4t :{
				EXAMPLE_KEY_B0iIx :"EXAMPLE--Value"
				}
			},

		}

	const createModelRequest: aidocument.requests.CreateModelRequest = { 
	createModelDetails: createModelDetails,
	opcRetryToken: "EXAMPLE-opcRetryToken-Value",
	opcRequestId: "YA3F8UM44EZZC67CNP0W<unique_ID>",

		}; 


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