File size: 9,244 Bytes
3193ef1 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 | # -*- coding: utf-8 -*-
# Copyright 2024 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 contextlib import redirect_stdout
import datetime
import io
import json
import mock
import pytest
from vertexai.preview import caching
from google.cloud.aiplatform import initializer
import vertexai
from google.cloud.aiplatform_v1beta1.types.cached_content import (
CachedContent as GapicCachedContent,
)
from google.cloud.aiplatform_v1beta1.types.content import (
Content as GapicContent,
Part as GapicPart,
)
from google.cloud.aiplatform_v1beta1.types.tool import (
ToolConfig as GapicToolConfig,
)
from google.cloud.aiplatform_v1beta1.services import (
gen_ai_cache_service,
)
_TEST_PROJECT = "test-project"
_TEST_LOCATION = "us-central1"
_CREATED_CONTENT_ID = "contents-id-mocked"
_TEST_DISPLAY_NAME = "test-display-name"
@pytest.fixture
def mock_create_cached_content():
"""Mocks GenAiCacheServiceClient.create_cached_content()."""
def create_cached_content(self, request):
response = GapicCachedContent(
name=f"{request.parent}/cachedContents/{_CREATED_CONTENT_ID}",
model=f"{request.cached_content.model}",
display_name=f"{request.cached_content.display_name}",
create_time=datetime.datetime(
year=2024,
month=2,
day=1,
hour=1,
minute=1,
second=1,
tzinfo=datetime.timezone.utc,
),
update_time=datetime.datetime(
year=2024,
month=2,
day=1,
hour=1,
minute=1,
second=1,
tzinfo=datetime.timezone.utc,
),
expire_time=datetime.datetime(
year=2024,
month=2,
day=1,
hour=2,
minute=1,
second=1,
tzinfo=datetime.timezone.utc,
),
)
return response
with mock.patch.object(
gen_ai_cache_service.client.GenAiCacheServiceClient,
"create_cached_content",
new=create_cached_content,
) as create_cached_content:
yield create_cached_content
@pytest.fixture
def mock_get_cached_content():
"""Mocks GenAiCacheServiceClient.get_cached_content()."""
def get_cached_content(self, name, retry=None):
del self, retry
response = GapicCachedContent(
name=f"{name}",
model="model-name",
)
return response
with mock.patch.object(
gen_ai_cache_service.client.GenAiCacheServiceClient,
"get_cached_content",
new=get_cached_content,
) as get_cached_content:
yield get_cached_content
@pytest.fixture
def mock_list_cached_contents():
"""Mocks GenAiCacheServiceClient.get_cached_content()."""
def list_cached_contents(self, request):
del self, request
response = [
GapicCachedContent(
name="cached_content1_from_list_request",
model="model-name1",
),
GapicCachedContent(
name="cached_content2_from_list_request",
model="model-name2",
),
]
return response
with mock.patch.object(
gen_ai_cache_service.client.GenAiCacheServiceClient,
"list_cached_contents",
new=list_cached_contents,
) as list_cached_contents:
yield list_cached_contents
@pytest.mark.usefixtures("google_auth_mock")
class TestCaching:
"""Unit tests for caching.CachedContent."""
def setup_method(self):
vertexai.init(
project=_TEST_PROJECT,
location=_TEST_LOCATION,
)
def teardown_method(self):
initializer.global_pool.shutdown(wait=True)
def test_constructor_with_full_resource_name(self, mock_get_cached_content):
full_resource_name = (
"projects/123/locations/europe-west1/cachedContents/contents-id"
)
cache = caching.CachedContent(
cached_content_name=full_resource_name,
)
assert cache.name == "contents-id"
assert cache.resource_name == full_resource_name
def test_constructor_with_only_content_id(self, mock_get_cached_content):
partial_resource_name = "contents-id"
cache = caching.CachedContent(
cached_content_name=partial_resource_name,
)
assert cache.name == "contents-id"
assert cache.resource_name == (
f"projects/{_TEST_PROJECT}/locations/{_TEST_LOCATION}/cachedContents/contents-id"
)
assert cache.model_name == "model-name"
def test_get_with_content_id(self, mock_get_cached_content):
partial_resource_name = "contents-id"
cache = caching.CachedContent.get(
cached_content_name=partial_resource_name,
)
assert cache.name == "contents-id"
assert cache.resource_name == (
f"projects/{_TEST_PROJECT}/locations/{_TEST_LOCATION}/cachedContents/contents-id"
)
assert cache.model_name == "model-name"
def test_create_with_real_payload(
self, mock_create_cached_content, mock_get_cached_content
):
cache = caching.CachedContent.create(
model_name="model-name",
system_instruction=GapicContent(
role="system", parts=[GapicPart(text="system instruction")]
),
tools=[],
tool_config=GapicToolConfig(),
contents=[GapicContent(role="user")],
ttl=datetime.timedelta(days=1),
display_name=_TEST_DISPLAY_NAME,
)
# parent is automantically set to align with the current project and location.
# _CREATED_CONTENT_ID is from the mock
assert cache.resource_name == (
f"projects/{_TEST_PROJECT}/locations/{_TEST_LOCATION}/cachedContents/{_CREATED_CONTENT_ID}"
)
assert cache.name == _CREATED_CONTENT_ID
assert (
cache.model_name
== f"projects/{_TEST_PROJECT}/locations/{_TEST_LOCATION}/publishers/google/models/model-name"
)
assert cache.display_name == _TEST_DISPLAY_NAME
def test_create_with_real_payload_and_wrapped_type(
self, mock_create_cached_content, mock_get_cached_content
):
cache = caching.CachedContent.create(
model_name="model-name",
system_instruction="Please answer my questions with cool",
tools=[],
tool_config=GapicToolConfig(),
contents=["user content"],
ttl=datetime.timedelta(days=1),
display_name=_TEST_DISPLAY_NAME,
)
# parent is automantically set to align with the current project and location.
# _CREATED_CONTENT_ID is from the mock
assert (
cache.model_name
== f"projects/{_TEST_PROJECT}/locations/{_TEST_LOCATION}/publishers/google/models/model-name"
)
assert cache.name == _CREATED_CONTENT_ID
assert cache.display_name == _TEST_DISPLAY_NAME
def test_list(self, mock_list_cached_contents):
cached_contents = caching.CachedContent.list()
for i, cached_content in enumerate(cached_contents):
assert cached_content.name == f"cached_content{i + 1}_from_list_request"
assert cached_content.model_name == f"model-name{i + 1}"
def test_print_a_cached_content(
self, mock_create_cached_content, mock_get_cached_content
):
cached_content = caching.CachedContent.create(
model_name="model-name",
system_instruction="Please answer my questions with cool",
tools=[],
tool_config=GapicToolConfig(),
contents=["user content"],
ttl=datetime.timedelta(days=1),
display_name=_TEST_DISPLAY_NAME,
)
f = io.StringIO()
with redirect_stdout(f):
print(cached_content)
output = f.getvalue()
assert (
json.dumps(
{
"name": f"projects/{_TEST_PROJECT}/locations/{_TEST_LOCATION}/cachedContents/{_CREATED_CONTENT_ID}",
"model": "projects/test-project/locations/us-central1/publishers/google/models/model-name",
"createTime": "2024-02-01T01:01:01Z",
"updateTime": "2024-02-01T01:01:01Z",
"expireTime": "2024-02-01T02:01:01Z",
"displayName": "test-display-name",
},
indent=2,
)
in output
)
|