feat(backend): add support for updating the title in V1 conversations (#11446)

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Hiep Le 2025-10-22 13:36:56 +07:00 committed by GitHub
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3 changed files with 666 additions and 57 deletions

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@ -279,13 +279,15 @@ class LiveStatusAppConversationService(GitAppConversationService):
# Build app_conversation from info
result = [
self._build_conversation(
app_conversation_info,
sandboxes_by_id.get(app_conversation_info.sandbox_id),
conversation_info_by_id.get(app_conversation_info.id),
(
self._build_conversation(
app_conversation_info,
sandboxes_by_id.get(app_conversation_info.sandbox_id),
conversation_info_by_id.get(app_conversation_info.id),
)
if app_conversation_info
else None
)
if app_conversation_info
else None
for app_conversation_info in app_conversation_infos
]
@ -369,7 +371,6 @@ class LiveStatusAppConversationService(GitAppConversationService):
self, task: AppConversationStartTask
) -> AsyncGenerator[AppConversationStartTask, None]:
"""Wait for sandbox to start and return info."""
# Get the sandbox
if not task.request.sandbox_id:
sandbox = await self.sandbox_service.start_sandbox()
@ -472,14 +473,62 @@ class LiveStatusAppConversationService(GitAppConversationService):
conversation_id=conversation_id,
agent=agent,
workspace=workspace,
confirmation_policy=AlwaysConfirm()
if user.confirmation_mode
else NeverConfirm(),
confirmation_policy=(
AlwaysConfirm() if user.confirmation_mode else NeverConfirm()
),
initial_message=initial_message,
secrets=secrets,
)
return start_conversation_request
async def update_agent_server_conversation_title(
self,
conversation_id: str,
new_title: str,
app_conversation_info: AppConversationInfo,
) -> None:
"""Update the conversation title in the agent-server.
Args:
conversation_id: The conversation ID as a string
new_title: The new title to set
app_conversation_info: The app conversation info containing sandbox_id
"""
# Get the sandbox info to find the agent-server URL
sandbox = await self.sandbox_service.get_sandbox(
app_conversation_info.sandbox_id
)
assert sandbox is not None, (
f'Sandbox {app_conversation_info.sandbox_id} not found for conversation {conversation_id}'
)
assert sandbox.exposed_urls is not None, (
f'Sandbox {app_conversation_info.sandbox_id} has no exposed URLs for conversation {conversation_id}'
)
# Use the existing method to get the agent-server URL
agent_server_url = self._get_agent_server_url(sandbox)
# Prepare the request
url = f'{agent_server_url.rstrip("/")}/api/conversations/{conversation_id}'
headers = {}
if sandbox.session_api_key:
headers['X-Session-API-Key'] = sandbox.session_api_key
payload = {'title': new_title}
# Make the PATCH request to the agent-server
response = await self.httpx_client.patch(
url,
json=payload,
headers=headers,
timeout=30.0,
)
response.raise_for_status()
_logger.info(
f'Successfully updated agent-server conversation {conversation_id} title to "{new_title}"'
)
class LiveStatusAppConversationServiceInjector(AppConversationServiceInjector):
sandbox_startup_timeout: int = Field(

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@ -12,6 +12,9 @@ from fastapi.responses import JSONResponse
from jinja2 import Environment, FileSystemLoader
from pydantic import BaseModel, ConfigDict, Field
from openhands.app_server.app_conversation.app_conversation_info_service import (
AppConversationInfoService,
)
from openhands.app_server.app_conversation.app_conversation_models import (
AppConversation,
)
@ -19,6 +22,7 @@ from openhands.app_server.app_conversation.app_conversation_service import (
AppConversationService,
)
from openhands.app_server.config import (
depends_app_conversation_info_service,
depends_app_conversation_service,
)
from openhands.core.config.llm_config import LLMConfig
@ -90,6 +94,7 @@ from openhands.utils.conversation_summary import get_default_conversation_title
app = APIRouter(prefix='/api', dependencies=get_dependencies())
app_conversation_service_dependency = depends_app_conversation_service()
app_conversation_info_service_dependency = depends_app_conversation_info_service()
def _filter_conversations_by_age(
@ -759,23 +764,201 @@ class UpdateConversationRequest(BaseModel):
model_config = ConfigDict(extra='forbid')
async def _update_v1_conversation(
conversation_uuid: uuid.UUID,
new_title: str,
user_id: str | None,
app_conversation_info_service: AppConversationInfoService,
app_conversation_service: AppConversationService,
) -> JSONResponse | bool:
"""Update a V1 conversation title.
Args:
conversation_uuid: The conversation ID as a UUID
new_title: The new title to set
user_id: The authenticated user ID
app_conversation_info_service: The app conversation info service
app_conversation_service: The app conversation service for agent-server communication
Returns:
JSONResponse on error, True on success
"""
conversation_id = str(conversation_uuid)
logger.info(
f'Updating V1 conversation {conversation_uuid}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
# Get the V1 conversation info
app_conversation_info = (
await app_conversation_info_service.get_app_conversation_info(conversation_uuid)
)
if not app_conversation_info:
# Not a V1 conversation
return None
# Validate that the user owns this conversation
if user_id and app_conversation_info.created_by_user_id != user_id:
logger.warning(
f'User {user_id} attempted to update V1 conversation {conversation_uuid} owned by {app_conversation_info.created_by_user_id}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
return JSONResponse(
content={
'status': 'error',
'message': 'Permission denied: You can only update your own conversations',
'msg_id': 'AUTHORIZATION$PERMISSION_DENIED',
},
status_code=status.HTTP_403_FORBIDDEN,
)
# Update the title and timestamp
original_title = app_conversation_info.title
app_conversation_info.title = new_title
app_conversation_info.updated_at = datetime.now(timezone.utc)
# Save the updated conversation info
try:
await app_conversation_info_service.save_app_conversation_info(
app_conversation_info
)
except AssertionError:
# This happens when user doesn't own the conversation
logger.warning(
f'User {user_id} attempted to update V1 conversation {conversation_uuid} - permission denied',
extra={'session_id': conversation_id, 'user_id': user_id},
)
return JSONResponse(
content={
'status': 'error',
'message': 'Permission denied: You can only update your own conversations',
'msg_id': 'AUTHORIZATION$PERMISSION_DENIED',
},
status_code=status.HTTP_403_FORBIDDEN,
)
# Try to update the agent-server as well
try:
if hasattr(app_conversation_service, 'update_agent_server_conversation_title'):
await app_conversation_service.update_agent_server_conversation_title(
conversation_id=conversation_id,
new_title=new_title,
app_conversation_info=app_conversation_info,
)
except Exception as e:
# Log the error but don't fail the database update
logger.warning(
f'Failed to update agent-server for conversation {conversation_uuid}: {e}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
logger.info(
f'Successfully updated V1 conversation {conversation_uuid} title from "{original_title}" to "{app_conversation_info.title}"',
extra={'session_id': conversation_id, 'user_id': user_id},
)
return True
async def _update_v0_conversation(
conversation_id: str,
new_title: str,
user_id: str | None,
conversation_store: ConversationStore,
) -> JSONResponse | bool:
"""Update a V0 conversation title.
Args:
conversation_id: The conversation ID
new_title: The new title to set
user_id: The authenticated user ID
conversation_store: The conversation store
Returns:
JSONResponse on error, True on success
Raises:
FileNotFoundError: If the conversation is not found
"""
logger.info(
f'Updating V0 conversation {conversation_id}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
# Get the existing conversation metadata
metadata = await conversation_store.get_metadata(conversation_id)
# Validate that the user owns this conversation
if user_id and metadata.user_id != user_id:
logger.warning(
f'User {user_id} attempted to update conversation {conversation_id} owned by {metadata.user_id}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
return JSONResponse(
content={
'status': 'error',
'message': 'Permission denied: You can only update your own conversations',
'msg_id': 'AUTHORIZATION$PERMISSION_DENIED',
},
status_code=status.HTTP_403_FORBIDDEN,
)
# Update the conversation metadata
original_title = metadata.title
metadata.title = new_title
metadata.last_updated_at = datetime.now(timezone.utc)
# Save the updated metadata
await conversation_store.save_metadata(metadata)
# Emit a status update to connected clients about the title change
try:
status_update_dict = {
'status_update': True,
'type': 'info',
'message': conversation_id,
'conversation_title': metadata.title,
}
await conversation_manager.sio.emit(
'oh_event',
status_update_dict,
to=f'room:{conversation_id}',
)
except Exception as e:
logger.error(f'Error emitting title update event: {e}')
# Don't fail the update if we can't emit the event
logger.info(
f'Successfully updated conversation {conversation_id} title from "{original_title}" to "{metadata.title}"',
extra={'session_id': conversation_id, 'user_id': user_id},
)
return True
@app.patch('/conversations/{conversation_id}')
async def update_conversation(
data: UpdateConversationRequest,
conversation_id: str = Depends(validate_conversation_id),
user_id: str | None = Depends(get_user_id),
conversation_store: ConversationStore = Depends(get_conversation_store),
app_conversation_info_service: AppConversationInfoService = app_conversation_info_service_dependency,
app_conversation_service: AppConversationService = app_conversation_service_dependency,
) -> bool:
"""Update conversation metadata.
This endpoint allows updating conversation details like title.
Only the conversation owner can update the conversation.
Supports both V0 and V1 conversations.
Args:
conversation_id: The ID of the conversation to update
data: The conversation update data (title, etc.)
user_id: The authenticated user ID
conversation_store: The conversation store dependency
app_conversation_info_service: The app conversation info service for V1 conversations
app_conversation_service: The app conversation service for agent-server communication
Returns:
bool: True if the conversation was updated successfully
@ -788,57 +971,41 @@ async def update_conversation(
extra={'session_id': conversation_id, 'user_id': user_id},
)
new_title = data.title.strip()
# Try to handle as V1 conversation first
try:
# Get the existing conversation metadata
metadata = await conversation_store.get_metadata(conversation_id)
# Validate that the user owns this conversation
if user_id and metadata.user_id != user_id:
logger.warning(
f'User {user_id} attempted to update conversation {conversation_id} owned by {metadata.user_id}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
return JSONResponse(
content={
'status': 'error',
'message': 'Permission denied: You can only update your own conversations',
'msg_id': 'AUTHORIZATION$PERMISSION_DENIED',
},
status_code=status.HTTP_403_FORBIDDEN,
)
# Update the conversation metadata
original_title = metadata.title
metadata.title = data.title.strip()
metadata.last_updated_at = datetime.now(timezone.utc)
# Save the updated metadata
await conversation_store.save_metadata(metadata)
# Emit a status update to connected clients about the title change
try:
status_update_dict = {
'status_update': True,
'type': 'info',
'message': conversation_id,
'conversation_title': metadata.title,
}
await conversation_manager.sio.emit(
'oh_event',
status_update_dict,
to=f'room:{conversation_id}',
)
except Exception as e:
logger.error(f'Error emitting title update event: {e}')
# Don't fail the update if we can't emit the event
logger.info(
f'Successfully updated conversation {conversation_id} title from "{original_title}" to "{metadata.title}"',
extra={'session_id': conversation_id, 'user_id': user_id},
conversation_uuid = uuid.UUID(conversation_id)
result = await _update_v1_conversation(
conversation_uuid=conversation_uuid,
new_title=new_title,
user_id=user_id,
app_conversation_info_service=app_conversation_info_service,
app_conversation_service=app_conversation_service,
)
return True
# If result is not None, it's a V1 conversation (either success or error)
if result is not None:
return result
except (ValueError, TypeError):
# Not a valid UUID, fall through to V0 logic
pass
except Exception as e:
logger.warning(
f'Error checking V1 conversation {conversation_id}: {str(e)}',
extra={'session_id': conversation_id, 'user_id': user_id},
)
# Fall through to V0 logic
# Handle as V0 conversation
try:
return await _update_v0_conversation(
conversation_id=conversation_id,
new_title=new_title,
user_id=user_id,
conversation_store=conversation_store,
)
except FileNotFoundError:
logger.warning(
f'Conversation {conversation_id} not found for update',

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@ -1,11 +1,18 @@
import json
from datetime import datetime, timezone
from unittest.mock import AsyncMock, MagicMock, patch
from uuid import uuid4
import pytest
from fastapi import status
from fastapi.responses import JSONResponse
from openhands.app_server.app_conversation.app_conversation_info_service import (
AppConversationInfoService,
)
from openhands.app_server.app_conversation.app_conversation_models import (
AppConversationInfo,
)
from openhands.microagent.microagent import KnowledgeMicroagent, RepoMicroagent
from openhands.microagent.types import MicroagentMetadata, MicroagentType
from openhands.server.routes.conversation import (
@ -625,6 +632,392 @@ async def test_update_conversation_no_user_id_no_metadata_user_id():
mock_conversation_store.save_metadata.assert_called_once()
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_success():
"""Test successful V1 conversation update."""
# Mock data
conversation_uuid = uuid4()
conversation_id = str(conversation_uuid)
user_id = 'test_user_456'
original_title = 'Original V1 Title'
new_title = 'Updated V1 Title'
# Create mock V1 conversation info
mock_app_conversation_info = AppConversationInfo(
id=conversation_uuid,
created_by_user_id=user_id,
sandbox_id='test_sandbox_123',
title=original_title,
created_at=datetime.now(timezone.utc),
updated_at=datetime.now(timezone.utc),
)
# Create mock app conversation info service
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
mock_app_conversation_info_service.get_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
mock_app_conversation_info_service.save_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
# Create mock conversation store (won't be used for V1)
mock_conversation_store = MagicMock(spec=ConversationStore)
# Create update request
update_request = UpdateConversationRequest(title=new_title)
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result
assert result is True
# Verify V1 service was called
mock_app_conversation_info_service.get_app_conversation_info.assert_called_once_with(
conversation_uuid
)
mock_app_conversation_info_service.save_app_conversation_info.assert_called_once()
# Verify the conversation store was NOT called (V1 doesn't use it)
mock_conversation_store.get_metadata.assert_not_called()
# Verify the saved info has updated title
saved_info = (
mock_app_conversation_info_service.save_app_conversation_info.call_args[0][0]
)
assert saved_info.title == new_title.strip()
assert saved_info.updated_at is not None
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_not_found():
"""Test V1 conversation update when conversation doesn't exist."""
conversation_uuid = uuid4()
conversation_id = str(conversation_uuid)
user_id = 'test_user_456'
# Create mock app conversation info service that returns None
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
mock_app_conversation_info_service.get_app_conversation_info = AsyncMock(
return_value=None
)
# Create mock conversation store that also raises FileNotFoundError
mock_conversation_store = MagicMock(spec=ConversationStore)
mock_conversation_store.get_metadata = AsyncMock(side_effect=FileNotFoundError())
# Create update request
update_request = UpdateConversationRequest(title='New Title')
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result is a 404 error response
assert isinstance(result, JSONResponse)
assert result.status_code == status.HTTP_404_NOT_FOUND
# Parse the JSON content
content = json.loads(result.body)
assert content['status'] == 'error'
assert content['message'] == 'Conversation not found'
assert content['msg_id'] == 'CONVERSATION$NOT_FOUND'
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_permission_denied():
"""Test V1 conversation update when user doesn't own the conversation."""
conversation_uuid = uuid4()
conversation_id = str(conversation_uuid)
user_id = 'test_user_456'
owner_id = 'different_user_789'
# Create mock V1 conversation info owned by different user
mock_app_conversation_info = AppConversationInfo(
id=conversation_uuid,
created_by_user_id=owner_id,
sandbox_id='test_sandbox_123',
title='Original Title',
created_at=datetime.now(timezone.utc),
updated_at=datetime.now(timezone.utc),
)
# Create mock app conversation info service
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
mock_app_conversation_info_service.get_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
# Create mock conversation store (won't be used)
mock_conversation_store = MagicMock(spec=ConversationStore)
# Create update request
update_request = UpdateConversationRequest(title='New Title')
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result is a 403 error response
assert isinstance(result, JSONResponse)
assert result.status_code == status.HTTP_403_FORBIDDEN
# Parse the JSON content
content = json.loads(result.body)
assert content['status'] == 'error'
assert (
content['message']
== 'Permission denied: You can only update your own conversations'
)
assert content['msg_id'] == 'AUTHORIZATION$PERMISSION_DENIED'
# Verify save was NOT called
mock_app_conversation_info_service.save_app_conversation_info.assert_not_called()
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_save_assertion_error():
"""Test V1 conversation update when save raises AssertionError (permission check)."""
conversation_uuid = uuid4()
conversation_id = str(conversation_uuid)
user_id = 'test_user_456'
# Create mock V1 conversation info
mock_app_conversation_info = AppConversationInfo(
id=conversation_uuid,
created_by_user_id=user_id,
sandbox_id='test_sandbox_123',
title='Original Title',
created_at=datetime.now(timezone.utc),
updated_at=datetime.now(timezone.utc),
)
# Create mock app conversation info service
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
mock_app_conversation_info_service.get_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
# Simulate AssertionError on save (permission check in service)
mock_app_conversation_info_service.save_app_conversation_info = AsyncMock(
side_effect=AssertionError('User does not own conversation')
)
# Create mock conversation store (won't be used)
mock_conversation_store = MagicMock(spec=ConversationStore)
# Create update request
update_request = UpdateConversationRequest(title='New Title')
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result is a 403 error response
assert isinstance(result, JSONResponse)
assert result.status_code == status.HTTP_403_FORBIDDEN
# Parse the JSON content
content = json.loads(result.body)
assert content['status'] == 'error'
assert (
content['message']
== 'Permission denied: You can only update your own conversations'
)
assert content['msg_id'] == 'AUTHORIZATION$PERMISSION_DENIED'
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_title_whitespace_trimming():
"""Test that V1 conversation title is properly trimmed of whitespace."""
conversation_uuid = uuid4()
conversation_id = str(conversation_uuid)
user_id = 'test_user_456'
title_with_whitespace = ' Trimmed V1 Title '
expected_title = 'Trimmed V1 Title'
# Create mock V1 conversation info
mock_app_conversation_info = AppConversationInfo(
id=conversation_uuid,
created_by_user_id=user_id,
sandbox_id='test_sandbox_123',
title='Original Title',
created_at=datetime.now(timezone.utc),
updated_at=datetime.now(timezone.utc),
)
# Create mock app conversation info service
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
mock_app_conversation_info_service.get_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
mock_app_conversation_info_service.save_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
# Create mock conversation store (won't be used)
mock_conversation_store = MagicMock(spec=ConversationStore)
# Create update request with whitespace
update_request = UpdateConversationRequest(title=title_with_whitespace)
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result
assert result is True
# Verify the saved info has trimmed title
saved_info = (
mock_app_conversation_info_service.save_app_conversation_info.call_args[0][0]
)
assert saved_info.title == expected_title
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_invalid_uuid_falls_back_to_v0():
"""Test that invalid UUID conversation_id falls back to V0 logic."""
conversation_id = 'not_a_valid_uuid_123'
user_id = 'test_user_456'
new_title = 'Updated Title'
# Create mock V0 metadata
mock_metadata = ConversationMetadata(
conversation_id=conversation_id,
user_id=user_id,
title='Original Title',
selected_repository=None,
last_updated_at=datetime.now(timezone.utc),
)
# Create mock conversation store for V0
mock_conversation_store = MagicMock(spec=ConversationStore)
mock_conversation_store.get_metadata = AsyncMock(return_value=mock_metadata)
mock_conversation_store.save_metadata = AsyncMock()
# Create mock app conversation info service (won't be called)
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
# Create update request
update_request = UpdateConversationRequest(title=new_title)
# Mock the conversation manager socket
mock_sio = AsyncMock()
with patch(
'openhands.server.routes.manage_conversations.conversation_manager'
) as mock_manager:
mock_manager.sio = mock_sio
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result is successful
assert result is True
# Verify V0 store was used, not V1 service
mock_conversation_store.get_metadata.assert_called_once_with(conversation_id)
mock_conversation_store.save_metadata.assert_called_once()
mock_app_conversation_info_service.get_app_conversation_info.assert_not_called()
@pytest.mark.update_conversation
@pytest.mark.asyncio
async def test_update_v1_conversation_no_socket_emission():
"""Test that V1 conversation update does NOT emit socket.io events."""
conversation_uuid = uuid4()
conversation_id = str(conversation_uuid)
user_id = 'test_user_456'
new_title = 'Updated V1 Title'
# Create mock V1 conversation info
mock_app_conversation_info = AppConversationInfo(
id=conversation_uuid,
created_by_user_id=user_id,
sandbox_id='test_sandbox_123',
title='Original Title',
created_at=datetime.now(timezone.utc),
updated_at=datetime.now(timezone.utc),
)
# Create mock app conversation info service
mock_app_conversation_info_service = MagicMock(spec=AppConversationInfoService)
mock_app_conversation_info_service.get_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
mock_app_conversation_info_service.save_app_conversation_info = AsyncMock(
return_value=mock_app_conversation_info
)
# Create mock conversation store (won't be used)
mock_conversation_store = MagicMock(spec=ConversationStore)
# Create update request
update_request = UpdateConversationRequest(title=new_title)
# Mock the conversation manager socket
mock_sio = AsyncMock()
with patch(
'openhands.server.routes.manage_conversations.conversation_manager'
) as mock_manager:
mock_manager.sio = mock_sio
# Call the function
result = await update_conversation(
conversation_id=conversation_id,
data=update_request,
user_id=user_id,
conversation_store=mock_conversation_store,
app_conversation_info_service=mock_app_conversation_info_service,
)
# Verify the result is successful
assert result is True
# Verify socket.io was NOT called for V1 conversation
mock_sio.emit.assert_not_called()
@pytest.mark.asyncio
async def test_add_message_success():
"""Test successful message addition to conversation."""