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Original file line number Diff line number Diff line change
Expand Up @@ -134,7 +134,7 @@ async def analyze(self, tools: List[BaseTool]) -> ToolConnectionMap:
clean_json_text = re.sub(r"^```[a-zA-Z]*\n", "", response_text)
clean_json_text = re.sub(r"\n```$", "", clean_json_text)
response_json = json.loads(clean_json_text.strip())
except json.JSONDecodeError:
except json.JSONDecodeError as e:
logging.warning(
"Failed to parse tool connection analysis from LLM. Proceeding"
" without connection map. Error: %s\nLLM Output:\n%s",
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,120 @@
# 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.

import logging
from unittest.mock import MagicMock
from unittest.mock import patch

from google.adk.models.llm_response import LlmResponse
from google.adk.tools.environment_simulation.tool_connection_analyzer import ToolConnectionAnalyzer
from google.adk.tools.environment_simulation.tool_connection_map import ToolConnectionMap
from google.genai import types as genai_types
import pytest


def _make_analyzer(response_text: str) -> ToolConnectionAnalyzer:
"""Builds a ToolConnectionAnalyzer whose LLM yields ``response_text``."""

async def fake_generate_content_async(request):
yield LlmResponse(
content=genai_types.Content(
role="model",
parts=[genai_types.Part(text=response_text)],
)
)

mock_llm = MagicMock()
mock_llm.generate_content_async = fake_generate_content_async

with patch(
"google.adk.tools.environment_simulation.tool_connection_analyzer.LLMRegistry"
) as mock_registry:
mock_registry.return_value.resolve.return_value = MagicMock(
return_value=mock_llm
)
return ToolConnectionAnalyzer(
llm_name="fake-model",
llm_config=genai_types.GenerateContentConfig(),
)


def _make_tool(name: str) -> MagicMock:
"""Builds a tool whose declaration produces a non-empty schema."""
tool = MagicMock()
tool._get_declaration.return_value = genai_types.FunctionDeclaration(
name=name
)
return tool


@pytest.mark.asyncio
class TestToolConnectionAnalyzerAnalyze:
"""Test cases for the analyze method of ToolConnectionAnalyzer."""

async def test_malformed_json_returns_empty_map_without_crashing(
self, caplog
):
"""Regression test: a non-JSON LLM response must not raise NameError.

The JSONDecodeError handler logs the captured exception, so the ``except``
clause must bind it (``as e``). Without the binding the handler itself
raised ``NameError: name 'e' is not defined``, masking the real parse
failure and crashing ``analyze()``.
"""
analyzer = _make_analyzer("this is not json at all")
tool = _make_tool("create_ticket")

with caplog.at_level(logging.WARNING):
result = await analyzer.analyze([tool])

assert isinstance(result, ToolConnectionMap)
assert result.stateful_parameters == []
assert "Failed to parse tool connection analysis" in caplog.text

async def test_valid_json_is_parsed_into_connection_map(self):
"""A well-formed JSON response is parsed into a ToolConnectionMap."""
response_text = (
'{"stateful_parameters": [{"parameter_name": "ticket_id",'
' "creating_tools": ["create_ticket"], "consuming_tools":'
' ["get_ticket"]}]}'
)
analyzer = _make_analyzer(response_text)
tool = _make_tool("create_ticket")

result = await analyzer.analyze([tool])

assert isinstance(result, ToolConnectionMap)
assert len(result.stateful_parameters) == 1
parameter = result.stateful_parameters[0]
assert parameter.parameter_name == "ticket_id"
assert parameter.creating_tools == ["create_ticket"]
assert parameter.consuming_tools == ["get_ticket"]

async def test_fenced_json_is_stripped_before_parsing(self):
"""A response wrapped in a Markdown code fence is parsed correctly."""
response_text = (
"```json\n"
'{"stateful_parameters": [{"parameter_name": "order_id",'
' "creating_tools": ["create_order"], "consuming_tools":'
' ["get_order"]}]}\n'
"```"
)
analyzer = _make_analyzer(response_text)
tool = _make_tool("create_order")

result = await analyzer.analyze([tool])

assert isinstance(result, ToolConnectionMap)
assert len(result.stateful_parameters) == 1
assert result.stateful_parameters[0].parameter_name == "order_id"
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