Files
adk-python/tests/unittests/agents/test_context.py
T
George WealeandCopybara-Service 811e50a0cb feat: add generate/create modes for Vertex AI Memory Bank writes
add_events_to_memory now supports memory_write_mode to select generate (event-based extraction/consolidation) or create (direct raw fact writes via memory_facts). This now lets custom memory pipelines while keeping generate as the default path

Co-authored-by: George Weale <gweale@google.com>
PiperOrigin-RevId: 869897256
2026-02-13 14:46:45 -08:00

519 lines
18 KiB
Python

# Copyright 2026 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 unittest.mock import AsyncMock
from unittest.mock import MagicMock
from unittest.mock import patch
from google.adk.agents.context import Context
from google.adk.auth import auth_handler
from google.adk.auth.auth_credential import AuthCredential
from google.adk.auth.auth_credential import AuthCredentialTypes
from google.adk.auth.auth_tool import AuthConfig
from google.adk.memory.base_memory_service import SearchMemoryResponse
from google.adk.tools.tool_confirmation import ToolConfirmation
from google.genai.types import Part
import pytest
@pytest.fixture
def mock_invocation_context():
"""Create a mock invocation context for testing."""
mock_context = MagicMock()
mock_context.invocation_id = "test-invocation-id"
mock_context.agent.name = "test-agent-name"
mock_context.session.state = {"key1": "value1", "key2": "value2"}
mock_context.session.id = "test-session-id"
mock_context.app_name = "test-app"
mock_context.user_id = "test-user"
mock_context.artifact_service = None
mock_context.credential_service = None
mock_context.memory_service = None
return mock_context
@pytest.fixture
def mock_artifact_service():
"""Create a mock artifact service for testing."""
mock_service = AsyncMock()
mock_service.list_artifact_keys.return_value = [
"file1.txt",
"file2.txt",
"file3.txt",
]
return mock_service
@pytest.fixture
def mock_auth_config(mocker):
"""Create a mock auth config for testing."""
return mocker.create_autospec(AuthConfig, instance=True)
@pytest.fixture
def mock_auth_credential(mocker):
"""Create a mock auth credential for testing."""
mock_credential = mocker.create_autospec(AuthCredential, instance=True)
mock_credential.auth_type = AuthCredentialTypes.OAUTH2
return mock_credential
class TestContextInitialization:
"""Test Context initialization."""
def test_initialization_without_function_call_id(
self, mock_invocation_context
):
"""Test Context initialization without function_call_id."""
context = Context(mock_invocation_context)
assert context._invocation_context == mock_invocation_context
assert context._event_actions is not None
assert context._state is not None
assert context.function_call_id is None
assert context.tool_confirmation is None
def test_initialization_with_function_call_id(self, mock_invocation_context):
"""Test Context initialization with function_call_id."""
context = Context(
mock_invocation_context,
function_call_id="test-function-call-id",
)
assert context.function_call_id == "test-function-call-id"
assert context.tool_confirmation is None
def test_initialization_with_tool_confirmation(self, mock_invocation_context):
"""Test Context initialization with tool_confirmation."""
tool_confirmation = ToolConfirmation(
hint="test hint", payload={"key": "value"}
)
context = Context(
mock_invocation_context,
function_call_id="test-function-call-id",
tool_confirmation=tool_confirmation,
)
assert context.function_call_id == "test-function-call-id"
assert context.tool_confirmation == tool_confirmation
assert context.tool_confirmation.hint == "test hint"
assert context.tool_confirmation.payload == {"key": "value"}
def test_state_property(self, mock_invocation_context):
"""Test that state property returns mutable state."""
context = Context(mock_invocation_context)
assert context.state["key1"] == "value1"
assert context.state["key2"] == "value2"
def test_actions_property(self, mock_invocation_context):
"""Test that actions property returns event_actions."""
context = Context(mock_invocation_context)
assert context.actions is context._event_actions
class TestContextListArtifacts:
"""Test the list_artifacts method in Context."""
async def test_list_artifacts_returns_artifact_keys(
self, mock_invocation_context, mock_artifact_service
):
"""Test that list_artifacts returns the artifact keys from the service."""
mock_invocation_context.artifact_service = mock_artifact_service
context = Context(mock_invocation_context)
result = await context.list_artifacts()
assert result == ["file1.txt", "file2.txt", "file3.txt"]
mock_artifact_service.list_artifact_keys.assert_called_once_with(
app_name="test-app",
user_id="test-user",
session_id="test-session-id",
)
async def test_list_artifacts_raises_value_error_when_service_is_none(
self, mock_invocation_context
):
"""Test that list_artifacts raises ValueError when no artifact service."""
mock_invocation_context.artifact_service = None
context = Context(mock_invocation_context)
with pytest.raises(
ValueError, match="Artifact service is not initialized."
):
await context.list_artifacts()
class TestContextSaveLoadArtifact:
"""Test save_artifact and load_artifact methods in Context."""
async def test_save_artifact(self, mock_invocation_context):
"""Test save_artifact method."""
artifact_service = AsyncMock()
artifact_service.save_artifact.return_value = 1
mock_invocation_context.artifact_service = artifact_service
context = Context(mock_invocation_context)
test_artifact = Part.from_text(text="test content")
version = await context.save_artifact("test_file.txt", test_artifact)
artifact_service.save_artifact.assert_called_once_with(
app_name="test-app",
user_id="test-user",
session_id="test-session-id",
filename="test_file.txt",
artifact=test_artifact,
custom_metadata=None,
)
assert version == 1
assert context.actions.artifact_delta["test_file.txt"] == 1
async def test_load_artifact(self, mock_invocation_context):
"""Test load_artifact method."""
artifact_service = AsyncMock()
test_artifact = Part.from_text(text="test content")
artifact_service.load_artifact.return_value = test_artifact
mock_invocation_context.artifact_service = artifact_service
context = Context(mock_invocation_context)
result = await context.load_artifact("test_file.txt")
artifact_service.load_artifact.assert_called_once_with(
app_name="test-app",
user_id="test-user",
session_id="test-session-id",
filename="test_file.txt",
version=None,
)
assert result == test_artifact
async def test_load_artifact_with_version(self, mock_invocation_context):
"""Test load_artifact method with specific version."""
artifact_service = AsyncMock()
test_artifact = Part.from_text(text="test content")
artifact_service.load_artifact.return_value = test_artifact
mock_invocation_context.artifact_service = artifact_service
context = Context(mock_invocation_context)
result = await context.load_artifact("test_file.txt", version=2)
artifact_service.load_artifact.assert_called_once_with(
app_name="test-app",
user_id="test-user",
session_id="test-session-id",
filename="test_file.txt",
version=2,
)
assert result == test_artifact
class TestContextCredentialMethods:
"""Test credential methods in Context."""
async def test_save_credential_with_service(
self, mock_invocation_context, mock_auth_config
):
"""Test save_credential when credential service is available."""
credential_service = AsyncMock()
mock_invocation_context.credential_service = credential_service
context = Context(mock_invocation_context)
await context.save_credential(mock_auth_config)
credential_service.save_credential.assert_called_once_with(
mock_auth_config, context
)
async def test_save_credential_no_service(
self, mock_invocation_context, mock_auth_config
):
"""Test save_credential when credential service is not available."""
mock_invocation_context.credential_service = None
context = Context(mock_invocation_context)
with pytest.raises(
ValueError, match="Credential service is not initialized"
):
await context.save_credential(mock_auth_config)
async def test_load_credential_with_service(
self, mock_invocation_context, mock_auth_config, mock_auth_credential
):
"""Test load_credential when credential service is available."""
credential_service = AsyncMock()
credential_service.load_credential.return_value = mock_auth_credential
mock_invocation_context.credential_service = credential_service
context = Context(mock_invocation_context)
result = await context.load_credential(mock_auth_config)
credential_service.load_credential.assert_called_once_with(
mock_auth_config, context
)
assert result == mock_auth_credential
async def test_load_credential_no_service(
self, mock_invocation_context, mock_auth_config
):
"""Test load_credential when credential service is not available."""
mock_invocation_context.credential_service = None
context = Context(mock_invocation_context)
with pytest.raises(
ValueError, match="Credential service is not initialized"
):
await context.load_credential(mock_auth_config)
class TestContextGetAuthResponse:
"""Test get_auth_response method in Context."""
def test_get_auth_response(self, mock_invocation_context, mock_auth_config):
"""Test get_auth_response method."""
context = Context(mock_invocation_context)
with patch.object(
auth_handler, "AuthHandler", autospec=True
) as mock_auth_handler:
mock_handler_instance = mock_auth_handler.return_value
mock_handler_instance.get_auth_response.return_value = "auth-response"
result = context.get_auth_response(mock_auth_config)
mock_auth_handler.assert_called_once_with(mock_auth_config)
mock_handler_instance.get_auth_response.assert_called_once_with(
context.state
)
assert result == "auth-response"
class TestContextRequestCredential:
"""Test request_credential method in Context."""
def test_request_credential_with_function_call_id(
self, mock_invocation_context, mock_auth_config
):
"""Test request_credential when function_call_id is set."""
context = Context(
mock_invocation_context,
function_call_id="test-function-call-id",
)
with patch.object(
auth_handler, "AuthHandler", autospec=True
) as mock_auth_handler:
mock_handler_instance = mock_auth_handler.return_value
mock_handler_instance.generate_auth_request.return_value = "auth-request"
context.request_credential(mock_auth_config)
mock_auth_handler.assert_called_once_with(mock_auth_config)
mock_handler_instance.generate_auth_request.assert_called_once()
assert (
context.actions.requested_auth_configs["test-function-call-id"]
== "auth-request"
)
def test_request_credential_without_function_call_id_raises(
self, mock_invocation_context, mock_auth_config
):
"""Test request_credential raises ValueError when no function_call_id."""
context = Context(mock_invocation_context)
with pytest.raises(
ValueError,
match="request_credential requires function_call_id",
):
context.request_credential(mock_auth_config)
class TestContextRequestConfirmation:
"""Test request_confirmation method in Context."""
def test_request_confirmation_with_function_call_id(
self, mock_invocation_context
):
"""Test request_confirmation when function_call_id is set."""
context = Context(
mock_invocation_context,
function_call_id="test-function-call-id",
)
context.request_confirmation(
hint="Please confirm", payload={"action": "delete"}
)
confirmation = context.actions.requested_tool_confirmations[
"test-function-call-id"
]
assert confirmation.hint == "Please confirm"
assert confirmation.payload == {"action": "delete"}
def test_request_confirmation_with_only_hint(self, mock_invocation_context):
"""Test request_confirmation with only hint provided."""
context = Context(
mock_invocation_context,
function_call_id="test-function-call-id",
)
context.request_confirmation(hint="Confirm this action")
confirmation = context.actions.requested_tool_confirmations[
"test-function-call-id"
]
assert confirmation.hint == "Confirm this action"
assert confirmation.payload is None
def test_request_confirmation_without_function_call_id_raises(
self, mock_invocation_context
):
"""Test request_confirmation raises ValueError when no function_call_id."""
context = Context(mock_invocation_context)
with pytest.raises(
ValueError,
match="request_confirmation requires function_call_id",
):
context.request_confirmation()
class TestContextMemoryMethods:
"""Test memory methods in Context."""
async def test_add_session_to_memory_success(self, mock_invocation_context):
"""Test that add_session_to_memory calls the memory service correctly."""
memory_service = AsyncMock()
mock_invocation_context.memory_service = memory_service
context = Context(mock_invocation_context)
await context.add_session_to_memory()
memory_service.add_session_to_memory.assert_called_once_with(
mock_invocation_context.session
)
async def test_add_session_to_memory_no_service_raises(
self, mock_invocation_context
):
"""Test that add_session_to_memory raises ValueError when memory service is None."""
mock_invocation_context.memory_service = None
context = Context(mock_invocation_context)
with pytest.raises(
ValueError,
match=(
r"Cannot add session to memory: memory service is not available\."
),
):
await context.add_session_to_memory()
async def test_search_memory_success(self, mock_invocation_context, mocker):
"""Test that search_memory calls the memory service correctly."""
memory_service = AsyncMock()
mock_search_response = mocker.create_autospec(
SearchMemoryResponse, instance=True
)
memory_service.search_memory.return_value = mock_search_response
mock_invocation_context.memory_service = memory_service
context = Context(mock_invocation_context)
result = await context.search_memory("test query")
memory_service.search_memory.assert_called_once_with(
app_name="test-app",
user_id="test-user",
query="test query",
)
assert result == mock_search_response
async def test_search_memory_no_service_raises(self, mock_invocation_context):
"""Test that search_memory raises ValueError when memory service is None."""
mock_invocation_context.memory_service = None
context = Context(mock_invocation_context)
with pytest.raises(ValueError, match="Memory service is not available."):
await context.search_memory("test query")
async def test_add_events_to_memory_success(self, mock_invocation_context):
"""Test that add_events_to_memory calls the memory service correctly."""
memory_service = AsyncMock()
mock_invocation_context.memory_service = memory_service
test_event = MagicMock()
context = Context(mock_invocation_context)
await context.add_events_to_memory(
events=[test_event],
custom_metadata={"ttl": "6000s"},
)
memory_service.add_events_to_memory.assert_called_once_with(
app_name=mock_invocation_context.session.app_name,
user_id=mock_invocation_context.session.user_id,
session_id=mock_invocation_context.session.id,
events=[test_event],
custom_metadata={"ttl": "6000s"},
)
async def test_add_events_to_memory_no_service_raises(
self, mock_invocation_context
):
"""Test that add_events_to_memory raises ValueError when no service."""
mock_invocation_context.memory_service = None
context = Context(mock_invocation_context)
with pytest.raises(
ValueError,
match=r"Cannot add events to memory: memory service is not available\.",
):
await context.add_events_to_memory(events=[MagicMock()])
@pytest.mark.asyncio
async def test_add_memory_forwards_metadata(self, mock_invocation_context):
"""Tests that add_memory forwards memories and metadata."""
memory_service = AsyncMock()
mock_invocation_context.memory_service = memory_service
memories = ["fact one"]
metadata = {"ttl": "6000s"}
context = Context(mock_invocation_context)
await context.add_memory(memories=memories, custom_metadata=metadata)
memory_service.add_memory.assert_called_once_with(
app_name=mock_invocation_context.session.app_name,
user_id=mock_invocation_context.session.user_id,
memories=memories,
custom_metadata=metadata,
)
async def test_add_memory_no_service_raises(self, mock_invocation_context):
"""Test that add_memory raises ValueError when no service."""
mock_invocation_context.memory_service = None
context = Context(mock_invocation_context)
with pytest.raises(
ValueError,
match=r"Cannot add memory: memory service is not available\.",
):
await context.add_memory(memories=["fact one"])