agent-comparison-playground / tools /tool_executor.py
vbonnet's picture
Upload folder using huggingface_hub
62a3701 verified
Raw
History Blame Contribute Delete
9.38 kB
"""Tool execution engine for agent tool calls."""
import ast
import operator
import random
from datetime import datetime
from typing import Any, Dict, List, Union
from zoneinfo import ZoneInfo
class SafeCalculator:
"""Safe calculator using AST parsing instead of eval()."""
# Allowed operations
operators = {
ast.Add: operator.add,
ast.Sub: operator.sub,
ast.Mult: operator.mul,
ast.Div: operator.truediv,
ast.Pow: operator.pow,
ast.USub: operator.neg,
}
def evaluate(self, expression: str) -> float:
"""Safely evaluate a mathematical expression.
Args:
expression: Mathematical expression string
Returns:
Result of the calculation
Raises:
ValueError: If expression is invalid or uses disallowed operations
"""
try:
tree = ast.parse(expression, mode='eval')
return self._eval_node(tree.body)
except Exception as e:
raise ValueError(f"Invalid expression: {str(e)}")
def _eval_node(self, node) -> Union[float, int]:
"""Recursively evaluate AST nodes.
Args:
node: AST node to evaluate
Returns:
Numeric result
"""
if isinstance(node, ast.Constant):
return node.value
elif isinstance(node, ast.Num): # For Python < 3.8 compatibility
return node.n
elif isinstance(node, ast.BinOp):
left = self._eval_node(node.left)
right = self._eval_node(node.right)
op_type = type(node.op)
if op_type not in self.operators:
raise ValueError(f"Unsupported operation: {op_type.__name__}")
return self.operators[op_type](left, right)
elif isinstance(node, ast.UnaryOp):
operand = self._eval_node(node.operand)
op_type = type(node.op)
if op_type not in self.operators:
raise ValueError(f"Unsupported operation: {op_type.__name__}")
return self.operators[op_type](operand)
else:
raise ValueError(f"Unsupported node type: {type(node).__name__}")
class ToolExecutor:
"""Executes tool calls from agent models."""
def __init__(self):
"""Initialize tool executor."""
self.execution_history: List[Dict[str, Any]] = []
self.calculator = SafeCalculator()
def execute(self, tool_name: str, arguments: Dict[str, Any]) -> Dict[str, Any]:
"""Execute a tool call.
Args:
tool_name: Name of the tool to execute
arguments: Tool arguments
Returns:
Dictionary with 'success', 'result', and optional 'error' keys
"""
try:
if tool_name == "calculator":
result = self._execute_calculator(arguments)
elif tool_name == "get_weather":
result = self._execute_get_weather(arguments)
elif tool_name == "web_search":
result = self._execute_web_search(arguments)
elif tool_name == "get_current_time":
result = self._execute_get_current_time(arguments)
elif tool_name == "convert_units":
result = self._execute_convert_units(arguments)
else:
return {
"success": False,
"error": f"Unknown tool: {tool_name}",
}
# Log execution
self.execution_history.append(
{
"tool": tool_name,
"arguments": arguments,
"result": result,
"timestamp": datetime.now().isoformat(),
}
)
return {"success": True, "result": result}
except Exception as e:
error_msg = f"Error executing {tool_name}: {str(e)}"
return {"success": False, "error": error_msg}
def _execute_calculator(self, args: Dict[str, Any]) -> str:
"""Execute calculator tool.
Args:
args: Arguments containing 'expression'
Returns:
Calculation result as string
"""
expression = args.get("expression", "")
if not expression:
raise ValueError("No expression provided")
result = self.calculator.evaluate(expression)
return f"Result: {result}"
def _execute_get_weather(self, args: Dict[str, Any]) -> str:
"""Execute weather lookup tool (simulated).
Args:
args: Arguments containing 'city' and optional 'unit'
Returns:
Weather information as string
"""
city = args.get("city", "")
unit = args.get("unit", "celsius")
if not city:
raise ValueError("No city provided")
# Simulated weather data
temp_c = random.randint(5, 30)
temp_f = int(temp_c * 9 / 5 + 32)
temp = temp_f if unit == "fahrenheit" else temp_c
unit_symbol = "°F" if unit == "fahrenheit" else "°C"
conditions = random.choice(["Sunny", "Partly Cloudy", "Cloudy", "Rainy", "Clear"])
humidity = random.randint(40, 90)
return (
f"Weather in {city}:\n"
f"Temperature: {temp}{unit_symbol}\n"
f"Conditions: {conditions}\n"
f"Humidity: {humidity}%"
)
def _execute_web_search(self, args: Dict[str, Any]) -> str:
"""Execute web search tool (simulated).
Args:
args: Arguments containing 'query' and optional 'max_results'
Returns:
Search results as string
"""
query = args.get("query", "")
max_results = args.get("max_results", 3)
if not query:
raise ValueError("No query provided")
# Simulated search results
results = []
for i in range(min(max_results, 3)):
results.append(
f"{i+1}. Result for '{query}': This is a simulated search result "
f"containing relevant information about {query}."
)
return "Search results:\n" + "\n".join(results)
def _execute_get_current_time(self, args: Dict[str, Any]) -> str:
"""Execute current time tool.
Args:
args: Arguments containing optional 'timezone' and 'format'
Returns:
Current time as string
"""
timezone_str = args.get("timezone", "UTC")
time_format = args.get("format", "24h")
try:
tz = ZoneInfo(timezone_str)
now = datetime.now(tz)
if time_format == "12h":
time_str = now.strftime("%I:%M:%S %p")
elif time_format == "iso":
time_str = now.isoformat()
else: # 24h
time_str = now.strftime("%H:%M:%S")
date_str = now.strftime("%Y-%m-%d")
return f"Current time in {timezone_str}:\nDate: {date_str}\nTime: {time_str}"
except Exception as e:
raise ValueError(f"Invalid timezone: {str(e)}")
def _execute_convert_units(self, args: Dict[str, Any]) -> str:
"""Execute unit conversion tool.
Args:
args: Arguments containing 'value', 'from_unit', and 'to_unit'
Returns:
Conversion result as string
"""
value = args.get("value")
from_unit = args.get("from_unit", "").lower()
to_unit = args.get("to_unit", "").lower()
if value is None:
raise ValueError("No value provided")
if not from_unit or not to_unit:
raise ValueError("Both from_unit and to_unit required")
# Conversion factors (base unit: meters, kilograms, celsius)
conversions = {
# Distance
("km", "miles"): 0.621371,
("miles", "km"): 1.60934,
("m", "feet"): 3.28084,
("feet", "m"): 0.3048,
("cm", "inches"): 0.393701,
("inches", "cm"): 2.54,
# Weight
("kg", "lbs"): 2.20462,
("lbs", "kg"): 0.453592,
("g", "oz"): 0.035274,
("oz", "g"): 28.3495,
# Temperature
("celsius", "fahrenheit"): lambda x: x * 9 / 5 + 32,
("fahrenheit", "celsius"): lambda x: (x - 32) * 5 / 9,
}
# Check for same unit
if from_unit == to_unit:
return f"{value} {from_unit} = {value} {to_unit}"
# Find conversion
key = (from_unit, to_unit)
if key in conversions:
factor = conversions[key]
if callable(factor):
result = factor(value)
else:
result = value * factor
return f"{value} {from_unit} = {result:.2f} {to_unit}"
else:
raise ValueError(
f"Conversion from {from_unit} to {to_unit} not supported. "
f"Available conversions: {list(conversions.keys())}"
)
def get_execution_history(self) -> List[Dict[str, Any]]:
"""Get tool execution history.
Returns:
List of execution records
"""
return self.execution_history
def clear_history(self):
"""Clear execution history."""
self.execution_history = []