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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 98 | # 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.
from __future__ import absolute_import
import os
import boto3
import pytest
from botocore.config import Config
from tests.integ.sagemaker.jumpstart.constants import (
ENV_VAR_JUMPSTART_SDK_TEST_SUITE_ID,
JUMPSTART_TAG,
)
from tests.integ.sagemaker.jumpstart.utils import (
get_test_artifact_bucket,
get_test_suite_id,
)
from sagemaker.jumpstart.constants import JUMPSTART_DEFAULT_REGION_NAME
def _setup():
print("Setting up...")
os.environ.update({ENV_VAR_JUMPSTART_SDK_TEST_SUITE_ID: get_test_suite_id()})
def _teardown():
print("Tearing down...")
test_cache_bucket = get_test_artifact_bucket()
test_suite_id = os.environ[ENV_VAR_JUMPSTART_SDK_TEST_SUITE_ID]
sagemaker_client = boto3.client(
"sagemaker",
config=Config(retries={"max_attempts": 10, "mode": "standard"}),
region_name=JUMPSTART_DEFAULT_REGION_NAME,
)
search_endpoints_result = sagemaker_client.search(
Resource="Endpoint",
SearchExpression={
"Filters": [
{"Name": f"Tags.{JUMPSTART_TAG}", "Operator": "Equals", "Value": test_suite_id}
]
},
)
endpoint_names = [
endpoint_info["Endpoint"]["EndpointName"]
for endpoint_info in search_endpoints_result["Results"]
]
endpoint_config_names = [
endpoint_info["Endpoint"]["EndpointConfigName"]
for endpoint_info in search_endpoints_result["Results"]
]
model_names = [
sagemaker_client.describe_endpoint_config(EndpointConfigName=endpoint_config_name)[
"ProductionVariants"
][0]["ModelName"]
for endpoint_config_name in endpoint_config_names
]
# delete test-suite-tagged endpoints
for endpoint_name in endpoint_names:
sagemaker_client.delete_endpoint(EndpointName=endpoint_name)
# delete endpoint configs for test-suite-tagged endpoints
for endpoint_config_name in endpoint_config_names:
sagemaker_client.delete_endpoint_config(EndpointConfigName=endpoint_config_name)
# delete models for test-suite-tagged endpoints
for model_name in model_names:
sagemaker_client.delete_model(ModelName=model_name)
# delete test artifact/cache s3 folder
s3_resource = boto3.resource("s3")
bucket = s3_resource.Bucket(test_cache_bucket)
bucket.objects.filter(Prefix=test_suite_id + "/").delete()
@pytest.fixture(scope="session", autouse=True)
def setup(request):
_setup()
request.addfinalizer(_teardown)
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