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377 lines
13 KiB
Python
377 lines
13 KiB
Python
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"""
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Unit tests for AgentStep arguments type conversion
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Tests the fix for converting agent tool arguments to strings when creating
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AgentStep records, ensuring compatibility with Pulsar schema that requires
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Map(String()) for the arguments field.
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"""
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import pytest
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from unittest.mock import Mock, AsyncMock
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from trustgraph.schema import AgentStep
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from trustgraph.agent.react.types import Action
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class TestAgentStepArgumentsConversion:
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"""Test cases for AgentStep arguments string conversion"""
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def test_agent_step_with_integer_arguments(self):
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"""Test that integer arguments are converted to strings"""
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# Arrange
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action = Action(
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thought="Set volume to 10",
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name="set_volume",
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arguments={"volume_level": 10, "device": "speaker"},
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observation="Volume set successfully"
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)
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# Act - simulate the conversion that happens in service.py
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["volume_level"] == "10"
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assert isinstance(agent_step.arguments["volume_level"], str)
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assert agent_step.arguments["device"] == "speaker"
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assert isinstance(agent_step.arguments["device"], str)
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def test_agent_step_with_float_arguments(self):
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"""Test that float arguments are converted to strings"""
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# Arrange
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action = Action(
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thought="Set temperature",
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name="set_temperature",
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arguments={"temperature": 23.5, "unit": "celsius"},
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observation="Temperature set"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["temperature"] == "23.5"
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assert isinstance(agent_step.arguments["temperature"], str)
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assert agent_step.arguments["unit"] == "celsius"
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def test_agent_step_with_boolean_arguments(self):
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"""Test that boolean arguments are converted to strings"""
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# Arrange
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action = Action(
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thought="Enable feature",
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name="toggle_feature",
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arguments={"enabled": True, "feature_name": "dark_mode"},
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observation="Feature toggled"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["enabled"] == "True"
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assert isinstance(agent_step.arguments["enabled"], str)
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assert agent_step.arguments["feature_name"] == "dark_mode"
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def test_agent_step_with_none_arguments(self):
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"""Test that None arguments are converted to strings"""
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# Arrange
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action = Action(
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thought="Check status",
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name="get_status",
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arguments={"filter": None, "category": "all"},
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observation="Status retrieved"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["filter"] == "None"
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assert isinstance(agent_step.arguments["filter"], str)
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assert agent_step.arguments["category"] == "all"
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def test_agent_step_with_mixed_type_arguments(self):
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"""Test that mixed type arguments are all converted to strings"""
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# Arrange
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action = Action(
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thought="Configure device",
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name="configure_device",
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arguments={
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"name": "Hifi",
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"volume_level": 10,
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"bass_boost": 1.5,
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"enabled": True,
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"preset": None
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},
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observation="Device configured"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert - all values should be strings
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assert all(isinstance(v, str) for v in agent_step.arguments.values())
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assert agent_step.arguments["name"] == "Hifi"
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assert agent_step.arguments["volume_level"] == "10"
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assert agent_step.arguments["bass_boost"] == "1.5"
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assert agent_step.arguments["enabled"] == "True"
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assert agent_step.arguments["preset"] == "None"
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def test_agent_step_with_string_arguments(self):
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"""Test that string arguments remain strings (no double conversion)"""
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# Arrange
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action = Action(
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thought="Search for information",
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name="search",
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arguments={"query": "test query", "limit": "10"},
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observation="Search completed"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["query"] == "test query"
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assert agent_step.arguments["limit"] == "10"
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assert all(isinstance(v, str) for v in agent_step.arguments.values())
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def test_agent_step_with_empty_arguments(self):
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"""Test that empty arguments dict works correctly"""
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# Arrange
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action = Action(
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thought="Perform action",
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name="do_something",
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arguments={},
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observation="Action completed"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments == {}
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assert isinstance(agent_step.arguments, dict)
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def test_agent_step_with_numeric_string_values(self):
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"""Test arguments that are already strings containing numbers"""
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# Arrange
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action = Action(
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thought="Process order",
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name="process_order",
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arguments={"order_id": "12345", "quantity": 10},
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observation="Order processed"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["order_id"] == "12345"
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assert agent_step.arguments["quantity"] == "10"
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assert all(isinstance(v, str) for v in agent_step.arguments.values())
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def test_agent_step_conversion_preserves_keys(self):
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"""Test that argument keys are preserved during conversion"""
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# Arrange
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action = Action(
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thought="Test",
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name="test_action",
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arguments={
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"param1": 1,
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"param_two": 2,
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"PARAM_THREE": 3,
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"param-four": 4
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},
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observation="Done"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert - verify all keys are preserved
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assert set(agent_step.arguments.keys()) == {
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"param1", "param_two", "PARAM_THREE", "param-four"
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}
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# Verify values are converted
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assert agent_step.arguments["param1"] == "1"
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assert agent_step.arguments["param_two"] == "2"
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assert agent_step.arguments["PARAM_THREE"] == "3"
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assert agent_step.arguments["param-four"] == "4"
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def test_real_world_home_assistant_example(self):
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"""Test with real-world Home Assistant volume control example"""
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# Arrange - this is the exact scenario from the bug report
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action = Action(
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thought='The user wants to set the volume of the Hifi. The `set_device_volume` tool can be used for this purpose. The device name is "Hifi" and the desired volume level is 10.',
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name='set_device_volume',
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arguments={'name': 'Hifi', 'volume_level': 10},
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observation='{"speech": {}, "response_type": "action_done", "data": {"targets": [], "success": [{"name": "Hifi", "type": "entity", "id": "media_player.hifi"}], "failed": []}}'
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)
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# Act - this should not raise TypeError
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["name"] == "Hifi"
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assert agent_step.arguments["volume_level"] == "10"
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assert isinstance(agent_step.arguments["volume_level"], str)
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def test_multiple_actions_in_history(self):
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"""Test converting multiple actions in history (as done in service.py)"""
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# Arrange
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history = [
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Action(
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thought="First action",
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name="action1",
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arguments={"count": 5},
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observation="Done 1"
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),
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Action(
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thought="Second action",
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name="action2",
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arguments={"enabled": True, "name": "test"},
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observation="Done 2"
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),
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Action(
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thought="Third action",
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name="action3",
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arguments={"value": 3.14},
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observation="Done 3"
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)
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]
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# Act - simulate the list comprehension in service.py
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agent_steps = [
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AgentStep(
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thought=h.thought,
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action=h.name,
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arguments={k: str(v) for k, v in h.arguments.items()},
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observation=h.observation
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)
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for h in history
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]
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# Assert
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assert len(agent_steps) == 3
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# First action
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assert agent_steps[0].arguments["count"] == "5"
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assert isinstance(agent_steps[0].arguments["count"], str)
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# Second action
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assert agent_steps[1].arguments["enabled"] == "True"
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assert agent_steps[1].arguments["name"] == "test"
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assert all(isinstance(v, str) for v in agent_steps[1].arguments.values())
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# Third action
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assert agent_steps[2].arguments["value"] == "3.14"
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assert isinstance(agent_steps[2].arguments["value"], str)
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def test_arguments_with_special_characters(self):
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"""Test arguments containing special characters are properly converted"""
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# Arrange
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action = Action(
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thought="Process data",
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name="process",
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arguments={
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"text": "Hello, World!",
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"path": "/home/user/file.txt",
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"pattern": "test-*-pattern",
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"count": 42
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},
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observation="Processed"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["text"] == "Hello, World!"
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assert agent_step.arguments["path"] == "/home/user/file.txt"
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assert agent_step.arguments["pattern"] == "test-*-pattern"
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assert agent_step.arguments["count"] == "42"
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assert all(isinstance(v, str) for v in agent_step.arguments.values())
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def test_zero_and_negative_numbers(self):
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"""Test that zero and negative numbers are converted correctly"""
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# Arrange
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action = Action(
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thought="Test edge cases",
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name="edge_test",
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arguments={
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"zero": 0,
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"negative": -5,
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"negative_float": -3.14,
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"positive": 10
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},
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observation="Done"
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)
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# Act
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agent_step = AgentStep(
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thought=action.thought,
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action=action.name,
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arguments={k: str(v) for k, v in action.arguments.items()},
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observation=action.observation
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)
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# Assert
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assert agent_step.arguments["zero"] == "0"
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assert agent_step.arguments["negative"] == "-5"
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assert agent_step.arguments["negative_float"] == "-3.14"
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assert agent_step.arguments["positive"] == "10"
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assert all(isinstance(v, str) for v in agent_step.arguments.values())
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