# 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_run_response = data_science_client.create_pipeline_run(
    create_pipeline_run_details=oci.data_science.models.CreatePipelineRunDetails(
        compartment_id="ocid1.test.oc1..<unique_ID>EXAMPLE-compartmentId-Value",
        pipeline_id="ocid1.test.oc1..<unique_ID>EXAMPLE-pipelineId-Value",
        project_id="ocid1.test.oc1..<unique_ID>EXAMPLE-projectId-Value",
        display_name="EXAMPLE-displayName-Value",
        configuration_override_details=oci.data_science.models.PipelineDefaultConfigurationDetails(
            type="DEFAULT",
            maximum_runtime_in_minutes=18742,
            environment_variables={
                'EXAMPLE_KEY_4GKnK': 'EXAMPLE_VALUE_q0LrR0awHUdewWCRWjq6'},
            command_line_arguments="EXAMPLE-commandLineArguments-Value"),
        log_configuration_override_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"),
        step_override_details=[
            oci.data_science.models.PipelineStepOverrideDetails(
                step_name="EXAMPLE-stepName-Value",
                step_configuration_details=oci.data_science.models.PipelineStepConfigurationDetails(
                    maximum_runtime_in_minutes=2400,
                    environment_variables={
                        'EXAMPLE_KEY_Hn9cS': 'EXAMPLE_VALUE_5v6Wi9UWsUDW4z13jotM'},
                    command_line_arguments="EXAMPLE-commandLineArguments-Value"),
                step_container_configuration_details=oci.data_science.models.PipelineOcirContainerConfigurationDetails(
                    container_type="OCIR_CONTAINER",
                    image="EXAMPLE-image-Value",
                    cmd=["EXAMPLE--Value"],
                    entrypoint=["EXAMPLE--Value"],
                    image_digest="EXAMPLE-imageDigest-Value",
                    image_signature_id="ocid1.test.oc1..<unique_ID>EXAMPLE-imageSignatureId-Value"),
                step_dataflow_configuration_details=oci.data_science.models.PipelineDataflowConfigurationDetails(
                    configuration="EXAMPLE-configuration-Value",
                    driver_shape="EXAMPLE-driverShape-Value",
                    driver_shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
                        ocpus=28.522781,
                        memory_in_gbs=547.72107),
                    executor_shape="EXAMPLE-executorShape-Value",
                    executor_shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
                        ocpus=52.107292,
                        memory_in_gbs=812.13995),
                    num_executors=98,
                    warehouse_bucket_uri="EXAMPLE-warehouseBucketUri-Value",
                    logs_bucket_uri="EXAMPLE-logsBucketUri-Value"))],
        freeform_tags={
            'EXAMPLE_KEY_Fi1KH': 'EXAMPLE_VALUE_s3EmPrqEh4OXHn90zvaT'},
        defined_tags={
            'EXAMPLE_KEY_ffFrf': {
                'EXAMPLE_KEY_17pXW': 'EXAMPLE--Value'}},
        system_tags={
            'EXAMPLE_KEY_xmLhX': {
                'EXAMPLE_KEY_nOlyf': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="RQCF5Q5DXCZMIPEIHMF1<unique_ID>",
    opc_parent_rpt_url="EXAMPLE-opcParentRptUrl-Value")

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