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476455e | 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 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 | # 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.
"""This module contains code to test SageMaker ``Associations``"""
from __future__ import absolute_import
import datetime
import time
import pytest
from sagemaker.lineage import association
def test_create_delete(association_obj):
# fixture does create and then delete, this test ensures it happens at least once
assert association_obj.source_arn
def test_list(association_objs, sagemaker_session):
slack = datetime.timedelta(minutes=1)
now = datetime.datetime.now(datetime.timezone.utc)
association_keys = [
assoc_obj.source_arn + ":" + assoc_obj.destination_arn for assoc_obj in association_objs
]
for sort_order in ["Ascending", "Descending"]:
association_keys_listed = []
source_arn = [assoc_obj.source_arn for assoc_obj in association_objs][0]
listed = association.Association.list(
source_arn=source_arn,
created_after=now - slack,
created_before=now + slack,
sort_by="CreationTime",
sort_order=sort_order,
sagemaker_session=sagemaker_session,
)
for assoc in listed:
key = assoc.source_arn + ":" + assoc.destination_arn
if key in association_keys:
association_keys_listed.append(key)
if sort_order == "Descending":
association_names_listed = association_keys_listed[::-1]
assert association_keys[::-1] == association_names_listed
# sanity check
assert association_keys_listed
for listed_asscn in listed:
assert listed_asscn.created_by is None
@pytest.mark.timeout(30)
def test_set_tag(association_obj, sagemaker_session):
tag = {"Key": "foo", "Value": "bar"}
association_obj.set_tag(tag)
while True:
actual_tags = sagemaker_session.sagemaker_client.list_tags(
ResourceArn=association_obj.source_arn
)["Tags"]
if actual_tags:
break
time.sleep(5)
# When sagemaker-client-config endpoint-url is passed as argument to hit some endpoints,
# length of actual tags will be greater than 1
assert len(actual_tags) > 0
assert actual_tags[0] == tag
@pytest.mark.timeout(30)
def test_tags(association_obj, sagemaker_session):
tags = [{"Key": "foo1", "Value": "bar1"}]
association_obj.set_tags(tags)
while True:
actual_tags = sagemaker_session.sagemaker_client.list_tags(
ResourceArn=association_obj.source_arn
)["Tags"]
if actual_tags:
break
time.sleep(5)
# When sagemaker-client-config endpoint-url is passed as argument to hit some endpoints,
# length of actual tags will be greater than 1
assert len(actual_tags) > 0
assert [actual_tags[-1]] == tags
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