# 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=35874,
environment_variables={
'EXAMPLE_KEY_t0JUe': 'EXAMPLE_VALUE_Ma7MRZQDuPkS1e5J0TiV'},
command_line_arguments="EXAMPLE-commandLineArguments-Value"),
log_configuration_override_details=oci.data_science.models.PipelineLogConfigurationDetails(
enable_logging=True,
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=3846,
subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
ocpus=33.338253,
memory_in_gbs=280.6068,
cpu_baseline="BASELINE_1_8",
ocpus_parameterized="EXAMPLE-ocpusParameterized-Value",
memory_in_gbs_parameterized="EXAMPLE-memoryInGBsParameterized-Value"),
block_storage_size_in_gbs_parameterized="EXAMPLE-blockStorageSizeInGBsParameterized-Value",
capacity_reservation_id="ocid1.test.oc1..<unique_ID>EXAMPLE-capacityReservationId-Value"),
storage_mount_configuration_override_details_list=[
oci.data_science.models.ObjectStorageMountConfigurationDetails(
storage_type="OBJECT_STORAGE",
destination_directory_name="EXAMPLE-destinationDirectoryName-Value",
namespace="EXAMPLE-namespace-Value",
bucket="EXAMPLE-bucket-Value",
destination_path="EXAMPLE-destinationPath-Value",
prefix="EXAMPLE-prefix-Value")],
parameters_override={
'EXAMPLE_KEY_xNjym': 'EXAMPLE_VALUE_Znojne3jRK8KyBcFVvVW'},
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=32354,
environment_variables={
'EXAMPLE_KEY_ZQ3Uw': 'EXAMPLE_VALUE_S8dloEvEhzjNhPuxdLrV'},
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=37.917866,
memory_in_gbs=809.5711,
cpu_baseline="BASELINE_1_1",
ocpus_parameterized="EXAMPLE-ocpusParameterized-Value",
memory_in_gbs_parameterized="EXAMPLE-memoryInGBsParameterized-Value"),
executor_shape="EXAMPLE-executorShape-Value",
executor_shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
ocpus=1.7681732,
memory_in_gbs=809.377,
cpu_baseline="BASELINE_1_2",
ocpus_parameterized="EXAMPLE-ocpusParameterized-Value",
memory_in_gbs_parameterized="EXAMPLE-memoryInGBsParameterized-Value"),
num_executors=45,
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=2133,
subnet_id="ocid1.test.oc1..<unique_ID>EXAMPLE-subnetId-Value",
shape_config_details=oci.data_science.models.PipelineShapeConfigDetails(
ocpus=50.28821,
memory_in_gbs=150.19855,
cpu_baseline="BASELINE_1_2",
ocpus_parameterized="EXAMPLE-ocpusParameterized-Value",
memory_in_gbs_parameterized="EXAMPLE-memoryInGBsParameterized-Value"),
block_storage_size_in_gbs_parameterized="EXAMPLE-blockStorageSizeInGBsParameterized-Value",
capacity_reservation_id="ocid1.test.oc1..<unique_ID>EXAMPLE-capacityReservationId-Value"),
step_storage_mount_configuration_details_list=[
oci.data_science.models.ObjectStorageMountConfigurationDetails(
storage_type="OBJECT_STORAGE",
destination_directory_name="EXAMPLE-destinationDirectoryName-Value",
namespace="EXAMPLE-namespace-Value",
bucket="EXAMPLE-bucket-Value",
destination_path="EXAMPLE-destinationPath-Value",
prefix="EXAMPLE-prefix-Value")])],
freeform_tags={
'EXAMPLE_KEY_CZrlx': 'EXAMPLE_VALUE_3Nhlo2tQHGAZb7dBDoWO'},
defined_tags={
'EXAMPLE_KEY_09qI3': {
'EXAMPLE_KEY_f4UTE': 'EXAMPLE--Value'}},
system_tags={
'EXAMPLE_KEY_qzoTf': {
'EXAMPLE_KEY_1990w': 'EXAMPLE--Value'}}),
opc_retry_token="EXAMPLE-opcRetryToken-Value",
opc_request_id="PAHITV1NEM6AEHPQGQRG<unique_ID>",
opc_parent_rpt_url="EXAMPLE-opcParentRptUrl-Value")
# Get the data from response
print(create_pipeline_run_response.data)