testbed/aws__sagemaker-python-sdk/tests/integ/sagemaker/jumpstart/conftest.py

# 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)