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https://gitee.com/wanwujie/deer-flow
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* feat(tools): add tool_search for deferred MCP tool loading When multiple MCP servers are enabled, total tool count can exceed 30-50, causing context bloat and degraded tool selection accuracy. This adds a deferred tool loading mechanism controlled by `tool_search.enabled` config. - Add ToolSearchConfig with single `enabled` field - Add DeferredToolRegistry with regex search (select:, +keyword, keyword) - Add tool_search tool returning OpenAI-compatible function JSON - Add DeferredToolFilterMiddleware to hide deferred schemas from bind_tools - Add <available-deferred-tools> section to system prompt - Enable MCP tool_name_prefix to prevent cross-server name collisions - Add 34 unit tests covering registry, tool, prompt, and middleware * fix: reset stale deferred registry and bump config_version - Reset deferred registry upfront in get_available_tools() to prevent stale tool entries when MCP servers are disabled between calls - Bump config_version to 2 for new tool_search config field Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * fix(tests): mock get_app_config in prompt section tests for CI CI has no config.yaml, causing TestDeferredToolsPromptSection to fail with FileNotFoundError. Add autouse fixture to mock get_app_config. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
364 lines
13 KiB
Python
364 lines
13 KiB
Python
"""Tests for the tool_search (deferred tool loading) feature."""
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import json
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import sys
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import pytest
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from langchain_core.tools import tool as langchain_tool
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from deerflow.config.tool_search_config import ToolSearchConfig, load_tool_search_config_from_dict
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from deerflow.tools.builtins.tool_search import (
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DeferredToolRegistry,
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get_deferred_registry,
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reset_deferred_registry,
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set_deferred_registry,
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)
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# ── Fixtures ──
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def _make_mock_tool(name: str, description: str):
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"""Create a minimal LangChain tool for testing."""
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@langchain_tool(name)
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def mock_tool(arg: str) -> str:
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"""Mock tool."""
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return f"{name}: {arg}"
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mock_tool.description = description
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return mock_tool
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@pytest.fixture
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def registry():
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"""Create a fresh DeferredToolRegistry with test tools."""
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reg = DeferredToolRegistry()
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reg.register(_make_mock_tool("github_create_issue", "Create a new issue in a GitHub repository"))
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reg.register(_make_mock_tool("github_list_repos", "List repositories for a GitHub user"))
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reg.register(_make_mock_tool("slack_send_message", "Send a message to a Slack channel"))
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reg.register(_make_mock_tool("slack_list_channels", "List available Slack channels"))
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reg.register(_make_mock_tool("sentry_list_issues", "List issues from Sentry error tracking"))
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reg.register(_make_mock_tool("database_query", "Execute a SQL query against the database"))
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return reg
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@pytest.fixture(autouse=True)
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def _reset_singleton():
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"""Reset the module-level singleton before/after each test."""
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reset_deferred_registry()
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yield
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reset_deferred_registry()
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# ── ToolSearchConfig Tests ──
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class TestToolSearchConfig:
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def test_default_disabled(self):
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config = ToolSearchConfig()
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assert config.enabled is False
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def test_enabled(self):
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config = ToolSearchConfig(enabled=True)
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assert config.enabled is True
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def test_load_from_dict(self):
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config = load_tool_search_config_from_dict({"enabled": True})
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assert config.enabled is True
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def test_load_from_empty_dict(self):
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config = load_tool_search_config_from_dict({})
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assert config.enabled is False
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# ── DeferredToolRegistry Tests ──
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class TestDeferredToolRegistry:
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def test_register_and_len(self, registry):
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assert len(registry) == 6
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def test_entries(self, registry):
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names = [e.name for e in registry.entries]
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assert "github_create_issue" in names
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assert "slack_send_message" in names
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def test_search_select_single(self, registry):
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results = registry.search("select:github_create_issue")
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assert len(results) == 1
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assert results[0].name == "github_create_issue"
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def test_search_select_multiple(self, registry):
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results = registry.search("select:github_create_issue,slack_send_message")
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names = {t.name for t in results}
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assert names == {"github_create_issue", "slack_send_message"}
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def test_search_select_nonexistent(self, registry):
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results = registry.search("select:nonexistent_tool")
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assert results == []
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def test_search_plus_keyword(self, registry):
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results = registry.search("+github")
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names = {t.name for t in results}
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assert names == {"github_create_issue", "github_list_repos"}
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def test_search_plus_keyword_with_ranking(self, registry):
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results = registry.search("+github issue")
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assert len(results) == 2
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# "github_create_issue" should rank higher (has "issue" in name)
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assert results[0].name == "github_create_issue"
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def test_search_regex_keyword(self, registry):
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results = registry.search("slack")
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names = {t.name for t in results}
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assert "slack_send_message" in names
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assert "slack_list_channels" in names
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def test_search_regex_description(self, registry):
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results = registry.search("SQL")
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assert len(results) == 1
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assert results[0].name == "database_query"
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def test_search_regex_case_insensitive(self, registry):
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results = registry.search("GITHUB")
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assert len(results) == 2
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def test_search_invalid_regex_falls_back_to_literal(self, registry):
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# "[" is invalid regex, should be escaped and used as literal
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results = registry.search("[")
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assert results == []
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def test_search_name_match_ranks_higher(self, registry):
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# "issue" appears in both github_create_issue (name) and sentry_list_issues (name+desc)
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results = registry.search("issue")
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names = [t.name for t in results]
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# Both should be found (both have "issue" in name)
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assert "github_create_issue" in names
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assert "sentry_list_issues" in names
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def test_search_max_results(self):
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reg = DeferredToolRegistry()
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for i in range(10):
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reg.register(_make_mock_tool(f"tool_{i}", f"Tool number {i}"))
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results = reg.search("tool")
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assert len(results) <= 5 # MAX_RESULTS = 5
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def test_search_empty_registry(self):
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reg = DeferredToolRegistry()
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assert reg.search("anything") == []
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def test_empty_registry_len(self):
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reg = DeferredToolRegistry()
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assert len(reg) == 0
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# ── Singleton Tests ──
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class TestSingleton:
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def test_default_none(self):
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assert get_deferred_registry() is None
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def test_set_and_get(self, registry):
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set_deferred_registry(registry)
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assert get_deferred_registry() is registry
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def test_reset(self, registry):
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set_deferred_registry(registry)
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reset_deferred_registry()
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assert get_deferred_registry() is None
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# ── tool_search Tool Tests ──
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class TestToolSearchTool:
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def test_no_registry(self):
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from deerflow.tools.builtins.tool_search import tool_search
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result = tool_search.invoke({"query": "github"})
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assert result == "No deferred tools available."
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def test_no_match(self, registry):
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from deerflow.tools.builtins.tool_search import tool_search
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set_deferred_registry(registry)
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result = tool_search.invoke({"query": "nonexistent_xyz_tool"})
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assert "No tools found matching" in result
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def test_returns_valid_json(self, registry):
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from deerflow.tools.builtins.tool_search import tool_search
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set_deferred_registry(registry)
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result = tool_search.invoke({"query": "select:github_create_issue"})
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parsed = json.loads(result)
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assert isinstance(parsed, list)
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assert len(parsed) == 1
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assert parsed[0]["name"] == "github_create_issue"
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def test_returns_openai_function_format(self, registry):
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from deerflow.tools.builtins.tool_search import tool_search
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set_deferred_registry(registry)
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result = tool_search.invoke({"query": "select:slack_send_message"})
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parsed = json.loads(result)
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func_def = parsed[0]
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# OpenAI function format should have these keys
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assert "name" in func_def
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assert "description" in func_def
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assert "parameters" in func_def
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def test_keyword_search_returns_json(self, registry):
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from deerflow.tools.builtins.tool_search import tool_search
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set_deferred_registry(registry)
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result = tool_search.invoke({"query": "github"})
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parsed = json.loads(result)
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assert len(parsed) == 2
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names = {d["name"] for d in parsed}
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assert names == {"github_create_issue", "github_list_repos"}
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# ── Prompt Section Tests ──
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class TestDeferredToolsPromptSection:
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@pytest.fixture(autouse=True)
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def _mock_app_config(self, monkeypatch):
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"""Provide a minimal AppConfig mock so tests don't need config.yaml."""
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from unittest.mock import MagicMock
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from deerflow.config.tool_search_config import ToolSearchConfig
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mock_config = MagicMock()
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mock_config.tool_search = ToolSearchConfig() # disabled by default
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monkeypatch.setattr("deerflow.config.get_app_config", lambda: mock_config)
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def test_empty_when_disabled(self):
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from deerflow.agents.lead_agent.prompt import get_deferred_tools_prompt_section
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# tool_search.enabled defaults to False
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section = get_deferred_tools_prompt_section()
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assert section == ""
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def test_empty_when_enabled_but_no_registry(self, monkeypatch):
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from deerflow.agents.lead_agent.prompt import get_deferred_tools_prompt_section
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from deerflow.config import get_app_config
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monkeypatch.setattr(get_app_config().tool_search, "enabled", True)
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section = get_deferred_tools_prompt_section()
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assert section == ""
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def test_empty_when_enabled_but_empty_registry(self, monkeypatch):
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from deerflow.agents.lead_agent.prompt import get_deferred_tools_prompt_section
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from deerflow.config import get_app_config
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monkeypatch.setattr(get_app_config().tool_search, "enabled", True)
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set_deferred_registry(DeferredToolRegistry())
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section = get_deferred_tools_prompt_section()
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assert section == ""
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def test_lists_tool_names(self, registry, monkeypatch):
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from deerflow.agents.lead_agent.prompt import get_deferred_tools_prompt_section
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from deerflow.config import get_app_config
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monkeypatch.setattr(get_app_config().tool_search, "enabled", True)
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set_deferred_registry(registry)
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section = get_deferred_tools_prompt_section()
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assert "<available-deferred-tools>" in section
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assert "</available-deferred-tools>" in section
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assert "github_create_issue" in section
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assert "slack_send_message" in section
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assert "sentry_list_issues" in section
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# Should only have names, no descriptions
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assert "Create a new issue" not in section
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# ── DeferredToolFilterMiddleware Tests ──
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class TestDeferredToolFilterMiddleware:
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@pytest.fixture(autouse=True)
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def _ensure_middlewares_package(self):
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"""Remove mock entries injected by test_subagent_executor.py.
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That file replaces deerflow.agents and deerflow.agents.middlewares with
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MagicMock objects in sys.modules (session-scoped) to break circular imports.
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We must clear those mocks so real submodule imports work.
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"""
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from unittest.mock import MagicMock
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mock_keys = [
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"deerflow.agents",
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"deerflow.agents.middlewares",
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"deerflow.agents.middlewares.deferred_tool_filter_middleware",
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]
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for key in mock_keys:
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if isinstance(sys.modules.get(key), MagicMock):
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del sys.modules[key]
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def test_filters_deferred_tools(self, registry):
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from deerflow.agents.middlewares.deferred_tool_filter_middleware import DeferredToolFilterMiddleware
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set_deferred_registry(registry)
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middleware = DeferredToolFilterMiddleware()
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# Build a mock tools list: 2 active + 1 deferred
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active_tool = _make_mock_tool("my_active_tool", "An active tool")
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deferred_tool = registry.entries[0].tool # github_create_issue
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class FakeRequest:
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def __init__(self, tools):
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self.tools = tools
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def override(self, **kwargs):
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return FakeRequest(kwargs.get("tools", self.tools))
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request = FakeRequest(tools=[active_tool, deferred_tool])
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filtered = middleware._filter_tools(request)
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assert len(filtered.tools) == 1
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assert filtered.tools[0].name == "my_active_tool"
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def test_no_op_when_no_registry(self):
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from deerflow.agents.middlewares.deferred_tool_filter_middleware import DeferredToolFilterMiddleware
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middleware = DeferredToolFilterMiddleware()
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active_tool = _make_mock_tool("my_tool", "A tool")
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class FakeRequest:
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def __init__(self, tools):
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self.tools = tools
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def override(self, **kwargs):
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return FakeRequest(kwargs.get("tools", self.tools))
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request = FakeRequest(tools=[active_tool])
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filtered = middleware._filter_tools(request)
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assert len(filtered.tools) == 1
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assert filtered.tools[0].name == "my_tool"
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def test_preserves_dict_tools(self, registry):
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"""Dict tools (provider built-ins) should not be filtered."""
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from deerflow.agents.middlewares.deferred_tool_filter_middleware import DeferredToolFilterMiddleware
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set_deferred_registry(registry)
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middleware = DeferredToolFilterMiddleware()
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dict_tool = {"type": "function", "function": {"name": "some_builtin"}}
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active_tool = _make_mock_tool("my_active_tool", "Active")
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class FakeRequest:
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def __init__(self, tools):
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self.tools = tools
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def override(self, **kwargs):
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return FakeRequest(kwargs.get("tools", self.tools))
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request = FakeRequest(tools=[dict_tool, active_tool])
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filtered = middleware._filter_tools(request)
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# dict_tool has no .name attr → getattr returns None → not in deferred_names → kept
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assert len(filtered.tools) == 2
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