// 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  createPipelineDetails = {
		projectId: "ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
		compartmentId: "ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
		displayName: "EXAMPLE-displayName-Value",
		description: "EXAMPLE-description-Value",
		configurationDetails: {
			type: "DEFAULT",			maximumRuntimeInMinutes: 29414,
			environmentVariables: {
				EXAMPLE_KEY_zwWq1 :"EXAMPLE_VALUE_LhdDn3RFfWmRVrL57OJi"
				},
			commandLineArguments: "EXAMPLE-commandLineArguments-Value"

			}
,
		logConfigurationDetails: {
			enableLogging: true,
			enableAutoLogCreation: false,
			logGroupId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
			logId: "ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value",

			}
,
		infrastructureConfigurationDetails: {
			shapeName: "EXAMPLE-shapeName-Value",
			blockStorageSizeInGBs: 1974,
			subnetId: "ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
			shapeConfigDetails: {
				ocpus: 25.714687,
				memoryInGBs: 754.92163,
				cpuBaseline: datascience.models.PipelineShapeConfigDetails.CpuBaseline.Baseline12,

				}
,

			}
,
		storageMountConfigurationDetailsList: [{
				storageType: "OBJECT_STORAGE",				namespace: "EXAMPLE-namespace-Value",
				bucket: "EXAMPLE-bucket-Value",
				prefix: "EXAMPLE-prefix-Value",
				destinationDirectoryName: "EXAMPLE-destinationDirectoryName-Value",
				destinationPath: "EXAMPLE-destinationPath-Value"

				}
				],
		stepDetails: [{
				stepType: "ML_JOB",				jobId: "ocid1.test.oc1..<unique_ID>EXAMPLE-jobId-Value",
				stepName: "EXAMPLE-stepName-Value",
				description: "EXAMPLE-description-Value",
				dependsOn: ["EXAMPLE--Value"						],
				stepConfigurationDetails: {
					maximumRuntimeInMinutes: 10486,
					environmentVariables: {
						EXAMPLE_KEY_YTt8x :"EXAMPLE_VALUE_Lsj2V5zBN1LUUY0WWbHp"
						},
					commandLineArguments: "EXAMPLE-commandLineArguments-Value",

					}


				}
				],
		freeformTags: {
			EXAMPLE_KEY_Ge4SF :"EXAMPLE_VALUE_jwuRVxL7sRcBpLeJN0sU"
			},
		definedTags: {
			EXAMPLE_KEY_xBOTX :{
				EXAMPLE_KEY_xu3VZ :"EXAMPLE--Value"
				}
			},

		}

	const createPipelineRequest: datascience.requests.CreatePipelineRequest = { 
	createPipelineDetails: createPipelineDetails,
	opcRetryToken: "EXAMPLE-opcRetryToken-Value",
	opcRequestId: "HFTK4ESCRTBB6ZGJOH0V<unique_ID>",

		}; 


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