fleet-memory/hindsight-api-slim/tests/test_mcp_extension.py
Nicolò Boschi 15ea23d5d6
feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560)
* feat: introduce hindsight-api-slim and hindsight-all-slim packages

Closes #552

- Move all source code from hindsight-api/ to new hindsight-api-slim/
- hindsight-api-slim has heavy ML deps (torch, sentence-transformers,
  transformers, einops, flashrank, mlx, mlx-lm, safetensors) and
  pg0-embedded as optional extras: [local-ml], [embedded-db], [all]
- hindsight-api becomes a zero-code meta-package depending on
  hindsight-api-slim[all] for full backward compatibility
- Add hindsight-all-slim meta-package: hindsight-api-slim + client + embed
- hindsight-all updated to depend on hindsight-api-slim[all]
- pg0.py: lazy-import pg0 with clear ImportError pointing to [embedded-db]
- Dockerfile: replace sed hack with proper uv sync --extra flags
- Update release.yml, test.yml, lint.sh, release.sh, CLAUDE.md and
  all path references throughout the repo

* refactor: rename hindsight/ directory to hindsight-all/

* docs: document hindsight-api-slim and hindsight-all-slim package variants

Add package variants table and extras explanation to installation.md

* docs: remove emojis from installation.md, use professional tone

* docs: link Docker slim variant to pip package variants section

* docs: consolidate Docker image variants into single table

* ci: fix working-directory paths after package restructure

- Replace all hindsight-api → hindsight-api-slim in test.yml
- Replace hindsight → hindsight-all in test.yml
- Add --extra embedded-db to test-embed API install step

* ci: add local-ml and embedded-db extras to API sync steps

These extras were previously implicit in the old hindsight-api package
(which bundled everything). Now that hindsight-api-slim uses optional
extras, we must explicitly request local-ml and embedded-db in CI.

* ci: add API install step with embedded-db to test-embed smoke test

The smoke test starts hindsight-api as a daemon, which requires pg0-embedded.
Add a dedicated install step for hindsight-api-slim with embedded-db extra
so the daemon can start successfully.

* ci: remove --no-install-project when using optional extras

When --no-install-project is combined with --extra, the optional deps
are not installed because extras require the project to be active.
Remove --no-install-project from steps that need local-ml or embedded-db.

* ci: fix ordering of uv sync steps to preserve optional extras

When uv sync runs for a different workspace member, it removes optional
extras installed for other members. Fix by always running extra-requiring
API sync last, after other workspace member syncs.

Also remove --no-install-project from embedded-db sync in test-embed,
as --no-install-project prevents optional extras from being active.

* ci: add local-ml extra to test-embed API install for smoke test

The smoke test starts the full API server which needs sentence-transformers
for local embeddings (default provider). Add local-ml extra to the install.

* ci: simplify extras with --all-extras and add slim pip smoke test

- Replace explicit --extra local-ml --extra embedded-db with --all-extras
  for cleaner, more maintainable sync steps
- Add test-pip-slim job: tests hindsight-api-slim[embedded-db] without
  local ML models, using Cohere for embeddings/reranking (mirrors Docker
  slim smoke test approach)

* ci: simplify slim smoke test to health check only (mirrors Docker test)
2026-03-13 13:50:03 +01:00

169 lines
6.1 KiB
Python

"""Tests for MCPExtension loading and tool registration."""
from unittest.mock import MagicMock, patch
import pytest
from fastmcp import FastMCP
from hindsight_api import MemoryEngine
from hindsight_api.extensions.mcp import MCPExtension
class MockMCPExtension(MCPExtension):
"""Test extension that registers a custom tool."""
def __init__(self, config=None):
super().__init__(config)
self.register_tools_called = False
self.registered_mcp = None
self.registered_memory = None
def register_tools(self, mcp: FastMCP, memory: MemoryEngine) -> None:
"""Register a test tool to verify extension was called."""
self.register_tools_called = True
self.registered_mcp = mcp
self.registered_memory = memory
@mcp.tool()
async def test_extension_tool(query: str) -> str:
"""A test tool registered by the extension."""
return f"Extension tool received: {query}"
class TestMCPExtensionBase:
"""Tests for MCPExtension base class."""
def test_mcp_extension_is_abstract(self):
"""MCPExtension.register_tools is abstract and must be implemented."""
with pytest.raises(TypeError, match="abstract method"):
MCPExtension()
def test_subclass_can_be_instantiated(self):
"""Subclass implementing register_tools can be instantiated."""
ext = MockMCPExtension()
assert ext is not None
assert ext.register_tools_called is False
def test_register_tools_receives_mcp_and_memory(self):
"""register_tools receives FastMCP and MemoryEngine instances."""
ext = MockMCPExtension()
mcp = FastMCP("test")
memory = MagicMock(spec=MemoryEngine)
ext.register_tools(mcp, memory)
assert ext.register_tools_called is True
assert ext.registered_mcp is mcp
assert ext.registered_memory is memory
class TestMCPExtensionLoading:
"""Tests for MCPExtension loading in create_mcp_server."""
@pytest.fixture
def mock_memory(self):
"""Create a mock MemoryEngine."""
memory = MagicMock()
memory._tenant_extension = MagicMock()
memory._tenant_extension.authenticate_mcp = MagicMock()
return memory
def test_create_mcp_server_without_extension(self, mock_memory):
"""create_mcp_server works without MCPExtension configured."""
from hindsight_api.api.mcp import create_mcp_server
with patch("hindsight_api.api.mcp.load_extension", return_value=None):
mcp = create_mcp_server(mock_memory)
# Core tools should be registered
tools = mcp._tool_manager._tools
assert "retain" in tools
assert "recall" in tools
assert "reflect" in tools
# Extension tool should NOT be present
assert "test_extension_tool" not in tools
def test_create_mcp_server_with_extension(self, mock_memory):
"""create_mcp_server loads and calls MCPExtension when configured."""
from hindsight_api.api.mcp import create_mcp_server
mock_ext = MockMCPExtension()
with patch("hindsight_api.api.mcp.load_extension", return_value=mock_ext):
mcp = create_mcp_server(mock_memory)
# Extension should have been called
assert mock_ext.register_tools_called is True
# Core tools should still be registered
tools = mcp._tool_manager._tools
assert "retain" in tools
assert "recall" in tools
# Extension tool should also be registered
assert "test_extension_tool" in tools
@pytest.mark.asyncio
async def test_extension_tool_is_callable(self, mock_memory):
"""Tool registered by extension can be called."""
from hindsight_api.api.mcp import create_mcp_server
mock_ext = MockMCPExtension()
with patch("hindsight_api.api.mcp.load_extension", return_value=mock_ext):
mcp = create_mcp_server(mock_memory)
# Get and call the extension tool
tools = mcp._tool_manager._tools
test_tool = tools["test_extension_tool"]
result = await test_tool.fn(query="hello world")
assert result == "Extension tool received: hello world"
def test_load_extension_called_with_correct_args(self, mock_memory):
"""load_extension is called with 'MCP' prefix and MCPExtension class."""
from hindsight_api.api.mcp import create_mcp_server
with patch("hindsight_api.api.mcp.load_extension") as mock_load:
mock_load.return_value = None
create_mcp_server(mock_memory)
mock_load.assert_called_once_with("MCP", MCPExtension)
class TestMCPExtensionIntegration:
"""Integration tests verifying extension tools work end-to-end."""
@pytest.fixture
def mock_memory(self):
"""Create a mock MemoryEngine with required methods."""
memory = MagicMock()
memory.retain_batch_async = MagicMock()
memory.submit_async_retain = MagicMock(return_value={"operation_id": "test-op"})
memory.recall_async = MagicMock(return_value=MagicMock(results=[]))
memory.reflect_async = MagicMock(return_value=MagicMock(text="reflection"))
memory.list_banks = MagicMock(return_value=[])
memory.get_bank_profile = MagicMock(return_value={"id": "test"})
memory._tenant_extension = MagicMock()
return memory
def test_extension_tools_coexist_with_core_tools(self, mock_memory):
"""Extension tools are added alongside core tools, not replacing them."""
from hindsight_api.api.mcp import create_mcp_server
mock_ext = MockMCPExtension()
with patch("hindsight_api.api.mcp.load_extension", return_value=mock_ext):
mcp = create_mcp_server(mock_memory)
tools = mcp._tool_manager._tools
# All core tools present
assert "retain" in tools
assert "recall" in tools
assert "reflect" in tools
assert "list_banks" in tools
assert "create_bank" in tools
# Extension tool also present
assert "test_extension_tool" in tools
# At least 29 core + 1 extension = 30 tools (may grow as new tools are added)
assert len(tools) >= 30