# 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=31521,
            environment_variables={
                'EXAMPLE_KEY_YoMjs': 'EXAMPLE_VALUE_nmfYzFBaxSDZmhacZbMi'},
            command_line_arguments="EXAMPLE-commandLineArguments-Value"),
        log_configuration_override_details=oci.data_science.models.PipelineLogConfigurationDetails(
            enable_logging=False,
            enable_auto_log_creation=True,
            log_group_id="ocid1.test.oc1..<unique_ID>EXAMPLE-logGroupId-Value",
            log_id="ocid1.test.oc1..<unique_ID>EXAMPLE-logId-Value"),
        infrastructure_configuration_override_details=oci.data_science.models.PipelineInfrastructureConfigurationDetails(
            shape_name="EXAMPLE-shapeName-Value",
            block_storage_size_in_gbs=6883,
            subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
            shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
                ocpus=35.128624,
                memory_in_gbs=883.4149,
                cpu_baseline="BASELINE_1_1")),
        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=34712,
                    environment_variables={
                        'EXAMPLE_KEY_Np9XD': 'EXAMPLE_VALUE_hTI3QfPxBLXget1ythZr'},
                    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=1.7749138,
                        memory_in_gbs=613.44275,
                        cpu_baseline="BASELINE_1_1"),
                    executor_shape="EXAMPLE-executorShape-Value",
                    executor_shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
                        ocpus=51.184586,
                        memory_in_gbs=993.4049,
                        cpu_baseline="BASELINE_1_2"),
                    num_executors=947,
                    warehouse_bucket_uri="EXAMPLE-warehouseBucketUri-Value",
                    logs_bucket_uri="EXAMPLE-logsBucketUri-Value"),
                step_infrastructure_configuration_details=oci.data_science.models.PipelineInfrastructureConfigurationDetails(
                    shape_name="EXAMPLE-shapeName-Value",
                    block_storage_size_in_gbs=1113,
                    subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
                    shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
                        ocpus=30.056389,
                        memory_in_gbs=310.20795,
                        cpu_baseline="BASELINE_1_8")))],
        freeform_tags={
            'EXAMPLE_KEY_3jIdy': 'EXAMPLE_VALUE_Gy740KftDW4EvyMr61vs'},
        defined_tags={
            'EXAMPLE_KEY_GwPlY': {
                'EXAMPLE_KEY_yDbKH': 'EXAMPLE--Value'}},
        system_tags={
            'EXAMPLE_KEY_pdcmh': {
                'EXAMPLE_KEY_ATmKK': 'EXAMPLE--Value'}}),
    opc_retry_token="EXAMPLE-opcRetryToken-Value",
    opc_request_id="JCCDW7JZBIPM4YWYAF8W<unique_ID>",
    opc_parent_rpt_url="EXAMPLE-opcParentRptUrl-Value")

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