// 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 ExampleCreatePipeline() {
	// 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.CreatePipelineRequest{CreatePipelineDetails: datascience.CreatePipelineDetails{ProjectId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value"),
		InfrastructureConfigurationDetails: &datascience.PipelineInfrastructureConfigurationDetails{ShapeName: common.String("EXAMPLE-shapeName-Value"),
			SubnetId:                           common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value"),
			BlockStorageSizeInGBs:              common.Int(9564),
			BlockStorageSizeInGBsParameterized: common.String("EXAMPLE-blockStorageSizeInGBsParameterized-Value"),
			ShapeConfigDetails: &datascience.PipelineShapeConfigDetails{MemoryInGBsParameterized: common.String("EXAMPLE-memoryInGBsParameterized-Value"),
				Ocpus:              common.Float32(42.66428),
				OcpusParameterized: common.String("EXAMPLE-ocpusParameterized-Value"),
				CpuBaseline:        datascience.PipelineShapeConfigDetailsCpuBaseline2,
				MemoryInGBs:        common.Float32(712.2856)}},
		Parameters: map[string]string{"EXAMPLE_KEY_IAuUm": "EXAMPLE_VALUE_f6e5ynARjvGN9tO2tzDp"},
		StepDetails: []datascience.PipelineStepDetails{datascience.PipelineMlJobStepDetails{DependsOn: []string{"EXAMPLE--Value"},
			Description: common.String("EXAMPLE-description-Value"),
			JobId:       common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-jobId-Value"),
			StepConfigurationDetails: &datascience.PipelineStepConfigurationDetails{CommandLineArguments: common.String("EXAMPLE-commandLineArguments-Value"),
				EnvironmentVariables:    map[string]string{"EXAMPLE_KEY_Xevbl": "EXAMPLE_VALUE_PYeMwz3la8gCptBNzO20"},
				MaximumRuntimeInMinutes: common.Int64(25456)},
			StepName: common.String("EXAMPLE-stepName-Value"),
			StepParameters: datascience.PipelineDefaultStepParameterDetails{Output: datascience.PipelineJsonStepOutputParameterDetails{OutputFile: common.String("EXAMPLE-outputFile-Value"),
				ParameterNames: []string{"EXAMPLE--Value"}}},
			StepRunName: common.String("EXAMPLE-stepRunName-Value")}},
		StorageMountConfigurationDetailsList: []datascience.StorageMountConfigurationDetails{datascience.FileStorageMountConfigurationDetails{DestinationDirectoryName: common.String("EXAMPLE-destinationDirectoryName-Value"),
			DestinationPath: common.String("EXAMPLE-destinationPath-Value"),
			ExportId:        common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-exportId-Value"),
			MountTargetId:   common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-mountTargetId-Value")}},
		CompartmentId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value"),
		ConfigurationDetails: datascience.PipelineDefaultConfigurationDetails{CommandLineArguments: common.String("EXAMPLE-commandLineArguments-Value"),
			EnvironmentVariables:    map[string]string{"EXAMPLE_KEY_C4kbJ": "EXAMPLE_VALUE_U31YyX9LzFoLukw2PjpW"},
			MaximumRuntimeInMinutes: common.Int64(5173)},
		DefinedTags:  map[string]map[string]interface{}{"EXAMPLE_KEY_iaFnz": map[string]interface{}{"EXAMPLE_KEY_Xyrj6": "EXAMPLE--Value"}},
		Description:  common.String("EXAMPLE-description-Value"),
		DisplayName:  common.String("EXAMPLE-displayName-Value"),
		FreeformTags: map[string]string{"EXAMPLE_KEY_DTX9N": "EXAMPLE_VALUE_q0lFy5rhwaclMtCeJLL3"},
		LogConfigurationDetails: &datascience.PipelineLogConfigurationDetails{LogId: common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"),
			EnableAutoLogCreation: common.Bool(false),
			EnableLogging:         common.Bool(false),
			LogGroupId:            common.String("ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value")}},
		OpcRequestId:  common.String("8JI5ZODJIB0FKY0XSBBG<unique_ID>"),
		OpcRetryToken: common.String("EXAMPLE-opcRetryToken-Value")}

	// Send the request using the service client
	resp, err := client.CreatePipeline(context.Background(), req)
	helpers.FatalIfError(err)

	// Retrieve value from the response.
	fmt.Println(resp)
}