# 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 oci

# Create a default config using DEFAULT profile in default location
# Refer to
# https://docs.cloud.oracle.com/en-us/iaas/Content/API/Concepts/sdkconfig.htm#SDK_and_CLI_Configuration_File
# for more info
config = oci.config.from_file()


# Initialize service client with default config file
data_science_client = oci.data_science.DataScienceClient(config)


# Send the request to service, some parameters are not required, see API
# doc for more info
create_pipeline_response = data_science_client.create_pipeline(
    create_pipeline_details=oci.data_science.models.CreatePipelineDetails(
        project_id="ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        step_details=[
            oci.data_science.models.PipelineMLJobStepDetails(
                step_type="ML_JOB",
                step_name="EXAMPLE-stepName-Value",
                job_id="ocid1.test.oc1..<unique_ID>EXAMPLE-jobId-Value",
                description="EXAMPLE-description-Value",
                depends_on=["EXAMPLE--Value"],
                step_configuration_details=oci.data_science.models.PipelineStepConfigurationDetails(
                    maximum_runtime_in_minutes=28797,
                    environment_variables={
                        'EXAMPLE_KEY_tAStk': 'EXAMPLE_VALUE_QUjk09G1zw3walpqpvHy'},
                    command_line_arguments="EXAMPLE-commandLineArguments-Value"),
                step_run_name="EXAMPLE-stepRunName-Value",
                step_parameters=oci.data_science.models.PipelineDefaultStepParameterDetails(
                    parameter_type="DEFAULT",
                    output=oci.data_science.models.PipelineJsonStepOutputParameterDetails(
                        output_parameter_type="JSON",
                        parameter_names=["EXAMPLE--Value"],
                        output_file="EXAMPLE-outputFile-Value")))],
        display_name="EXAMPLE-displayName-Value",
        description="EXAMPLE-description-Value",
        configuration_details=oci.data_science.models.PipelineDefaultConfigurationDetails(
            type="DEFAULT",
            maximum_runtime_in_minutes=12683,
            environment_variables={
                'EXAMPLE_KEY_wH53U': 'EXAMPLE_VALUE_RQB3pB8nK1D3BQYdtWeM'},
            command_line_arguments="EXAMPLE-commandLineArguments-Value"),
        log_configuration_details=oci.data_science.models.PipelineLogConfigurationDetails(
            enable_logging=True,
            enable_auto_log_creation=False,
            log_group_id="ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
            log_id="ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"),
        infrastructure_configuration_details=oci.data_science.models.PipelineInfrastructureConfigurationDetails(
            shape_name="EXAMPLE-shapeName-Value",
            block_storage_size_in_gbs=655,
            subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
            shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
                ocpus=23.592037,
                memory_in_gbs=601.485,
                cpu_baseline="BASELINE_1_1",
                ocpus_parameterized="EXAMPLE-ocpusParameterized-Value",
                memory_in_gbs_parameterized="EXAMPLE-memoryInGBsParameterized-Value"),
            block_storage_size_in_gbs_parameterized="EXAMPLE-blockStorageSizeInGBsParameterized-Value"),
        storage_mount_configuration_details_list=[
            oci.data_science.models.FileStorageMountConfigurationDetails(
                storage_type="FILE_STORAGE",
                destination_directory_name="EXAMPLE-destinationDirectoryName-Value",
                mount_target_id="ocid1.test.oc1..<unique_ID>EXAMPLE-mountTargetId-Value",
                export_id="ocid1.test.oc1..<unique_ID>EXAMPLE-exportId-Value",
                destination_path="EXAMPLE-destinationPath-Value")],
        parameters={
            'EXAMPLE_KEY_BJro3': 'EXAMPLE_VALUE_xsmyuD8XgEH14XOPPqEI'},
        freeform_tags={
            'EXAMPLE_KEY_NoEHc': 'EXAMPLE_VALUE_LshoKfssSA5Kx2BYlB22'},
        defined_tags={
            'EXAMPLE_KEY_UQAmJ': {
                'EXAMPLE_KEY_rjypB': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="GYV46AAGJYMOESUZCBIA<unique_ID>")

# Get the data from response
print(create_pipeline_response.data)