File size: 2,110 Bytes
4021124 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 | # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"). You
# may not use this file except in compliance with the License. A copy of
# the License is located at
#
# http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file is
# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
# ANY KIND, either express or implied. See the License for the specific
# language governing permissions and limitations under the License.
"""SageMaker lineage utility methods."""
from __future__ import absolute_import
from importlib import import_module
from sagemaker.lineage import association
def _disassociate(source_arn=None, destination_arn=None, sagemaker_session=None):
"""Remove the association.
Remove incoming association when source_arn is provided, remove outgoing association when
destination_arn is provided.
"""
association_summaries = association.Association.list(
source_arn=source_arn,
destination_arn=destination_arn,
sagemaker_session=sagemaker_session,
)
for association_summary in association_summaries:
curr_association = association.Association(
sagemaker_session=sagemaker_session,
source_arn=association_summary.source_arn,
destination_arn=association_summary.destination_arn,
)
curr_association.delete()
def get_module(module_name):
"""Import a module.
Args:
module_name (str): name of the module to import.
Returns:
[obj]: The imported module.
Raises exceptions when the module name is not found
"""
try:
return import_module(module_name)
except ImportError:
raise Exception("Cannot import module {}, please try again.".format(module_name))
def get_resource_name_from_arn(arn):
"""Extract the resource name from an ARN string.
Args:
arn (str): An ARN.
Returns:
str: The resource name.
"""
return arn.split(":", 5)[5].split("/", 1)[1]
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