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1856027 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 | # Copyright 2023 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License 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 google import auth
from google.api_core import exceptions
from google.api_core import operation as ga_operation
from google.auth import credentials as auth_credentials
from google.cloud import resourcemanager
from google.cloud.aiplatform import vertex_ray
from google.cloud.aiplatform_v1beta1.services.persistent_resource_service import (
PersistentResourceServiceClient,
)
from google.cloud.aiplatform_v1beta1.types.persistent_resource import (
PersistentResource,
)
from google.cloud.aiplatform_v1beta1.types.persistent_resource import (
ResourceRuntime,
)
from google.cloud.aiplatform_v1beta1.types.persistent_resource_service import (
DeletePersistentResourceRequest,
)
import test_constants as tc
import mock
import pytest
# -*- coding: utf-8 -*-
# STOPPING
_TEST_RESPONSE_STOPPING = PersistentResource()
_TEST_RESPONSE_STOPPING.name = tc.ClusterConstants.TEST_VERTEX_RAY_PR_ADDRESS
resource_runtime = ResourceRuntime()
_TEST_RESPONSE_STOPPING.resource_runtime = resource_runtime
_TEST_RESPONSE_STOPPING.state = "STOPPING"
# ERROR
_TEST_RESPONSE_ERROR = PersistentResource()
_TEST_RESPONSE_ERROR.name = tc.ClusterConstants.TEST_VERTEX_RAY_PR_ADDRESS
resource_runtime = ResourceRuntime()
_TEST_RESPONSE_ERROR.resource_runtime = resource_runtime
_TEST_RESPONSE_ERROR.state = "ERROR"
@pytest.fixture(scope="module")
def google_auth_mock():
with mock.patch.object(auth, "default") as auth_mock:
auth_mock.return_value = (
auth_credentials.AnonymousCredentials(),
tc.ProjectConstants.TEST_GCP_PROJECT_ID,
)
yield auth_mock
@pytest.fixture
def get_project_number_mock():
with mock.patch.object(
resourcemanager.ProjectsClient, "get_project"
) as get_project_number_mock:
test_project = resourcemanager.Project(
project_id=tc.ProjectConstants.TEST_GCP_PROJECT_ID
)
test_project.name = f"projects/{tc.ProjectConstants.TEST_GCP_PROJECT_NUMBER}"
get_project_number_mock.return_value = test_project
yield get_project_number_mock
@pytest.fixture
def api_client_mock():
yield mock.create_autospec(
PersistentResourceServiceClient, spec_set=True, instance=True
)
@pytest.fixture
def persistent_client_mock(api_client_mock):
with mock.patch.object(
vertex_ray.util._gapic_utils,
"create_persistent_resource_client",
) as persistent_client_mock:
# get_persistent_resource
api_client_mock.get_persistent_resource.return_value = (
tc.ClusterConstants.TEST_RESPONSE_RUNNING_1_POOL
)
# delete_persistent_resource
delete_persistent_resource_lro_mock = mock.Mock(ga_operation.Operation)
delete_persistent_resource_lro_mock.result.return_value = (
DeletePersistentResourceRequest()
)
api_client_mock.delete_persistent_resource.return_value = (
delete_persistent_resource_lro_mock
)
persistent_client_mock.return_value = api_client_mock
yield persistent_client_mock
@pytest.fixture
def persistent_client_stopping_mock(api_client_mock):
with mock.patch.object(
vertex_ray.util._gapic_utils, "create_persistent_resource_client"
) as persistent_client_stopping_mock:
api_client_mock.get_persistent_resource.return_value = _TEST_RESPONSE_STOPPING
persistent_client_stopping_mock.return_value = api_client_mock
yield persistent_client_stopping_mock
@pytest.fixture
def persistent_client_error_mock(api_client_mock):
with mock.patch.object(
vertex_ray.util._gapic_utils, "create_persistent_resource_client"
) as persistent_client_error_mock:
# get_persistent_resource
api_client_mock.get_persistent_resource.return_value = _TEST_RESPONSE_ERROR
# delete_persistent_resource
api_client_mock.delete_persistent_resource.side_effect = exceptions.NotFound
persistent_client_error_mock.return_value = api_client_mock
yield persistent_client_error_mock
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