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9 | 9 | from langchain.agents.middleware.tool_call_limit import ( |
10 | 10 | ToolCallLimitExceededError, |
11 | 11 | ToolCallLimitMiddleware, |
12 | | - _count_tool_calls_in_messages, |
13 | | - _get_run_messages, |
14 | 12 | ) |
15 | 13 | from tests.unit_tests.agents.test_middleware_agent import FakeToolCallingModel |
16 | 14 |
|
17 | 15 |
|
18 | | -def test_count_tool_calls_in_messages(): |
19 | | - """Test counting tool calls in messages.""" |
20 | | - # Test with no messages |
21 | | - assert _count_tool_calls_in_messages([]) == 0 |
22 | | - |
23 | | - # Test with messages but no tool calls |
24 | | - messages = [ |
25 | | - HumanMessage("Hello"), |
26 | | - AIMessage("Hi there"), |
27 | | - ] |
28 | | - assert _count_tool_calls_in_messages(messages) == 0 |
29 | | - |
30 | | - # Test with tool calls |
31 | | - messages = [ |
32 | | - HumanMessage("Search for something"), |
33 | | - AIMessage( |
34 | | - "Searching...", |
35 | | - tool_calls=[ |
36 | | - {"name": "search", "args": {"query": "test"}, "id": "1"}, |
37 | | - {"name": "calculator", "args": {"expression": "1+1"}, "id": "2"}, |
38 | | - ], |
39 | | - ), |
40 | | - ToolMessage("Result 1", tool_call_id="1"), |
41 | | - ToolMessage("Result 2", tool_call_id="2"), |
42 | | - AIMessage( |
43 | | - "More searching...", |
44 | | - tool_calls=[ |
45 | | - {"name": "search", "args": {"query": "another"}, "id": "3"}, |
46 | | - ], |
47 | | - ), |
48 | | - ] |
49 | | - # Total: 3 tool calls (2 from first AI message, 1 from second) |
50 | | - assert _count_tool_calls_in_messages(messages) == 3 |
51 | | - |
52 | | - # Test filtering by tool name |
53 | | - assert _count_tool_calls_in_messages(messages, tool_name="search") == 2 |
54 | | - assert _count_tool_calls_in_messages(messages, tool_name="calculator") == 1 |
55 | | - assert _count_tool_calls_in_messages(messages, tool_name="nonexistent") == 0 |
56 | | - |
57 | | - |
58 | | -def test_get_run_messages(): |
59 | | - """Test extracting run messages after last HumanMessage.""" |
60 | | - # Test with no messages |
61 | | - assert _get_run_messages([]) == [] |
62 | | - |
63 | | - # Test with no HumanMessage |
64 | | - messages = [ |
65 | | - AIMessage("Hello"), |
66 | | - AIMessage("World"), |
67 | | - ] |
68 | | - assert _get_run_messages(messages) == messages |
69 | | - |
70 | | - # Test with HumanMessage at the end |
71 | | - messages = [ |
72 | | - AIMessage("Previous"), |
73 | | - HumanMessage("New question"), |
74 | | - ] |
75 | | - assert _get_run_messages(messages) == [] |
76 | | - |
77 | | - # Test with messages after HumanMessage |
78 | | - messages = [ |
79 | | - AIMessage("Previous"), |
80 | | - ToolMessage("Previous result", tool_call_id="0"), |
81 | | - HumanMessage("New question"), |
82 | | - AIMessage( |
83 | | - "Response", |
84 | | - tool_calls=[{"name": "search", "args": {}, "id": "1"}], |
85 | | - ), |
86 | | - ToolMessage("Result", tool_call_id="1"), |
87 | | - ] |
88 | | - run_messages = _get_run_messages(messages) |
89 | | - assert len(run_messages) == 2 |
90 | | - assert isinstance(run_messages[0], AIMessage) |
91 | | - assert isinstance(run_messages[1], ToolMessage) |
92 | | - |
93 | | - |
94 | 16 | def test_middleware_initialization_validation(): |
95 | 17 | """Test that middleware initialization validates parameters correctly.""" |
96 | 18 | # Test that at least one limit must be specified |
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