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"""
AGNO-compatible wrapper for Phase 3 mathematical code execution tools.
This module provides AGNO-compatible tool classes that wrap the existing
Phase 3 mathematical code execution functionality to resolve Pydantic validation errors.
"""
import logging
from typing import Any, Dict, List, Optional
from tools.code_execution_tool import get_code_execution_tools
from tools.mathematical_engine import get_mathematical_engine_tools
from tools.code_analyzer import get_code_analyzer_tools
logger = logging.getLogger(__name__)
class AGNOCodeExecutionTool:
"""AGNO-compatible wrapper for Phase 3 code execution tools."""
def __init__(self):
"""Initialize the AGNO-compatible code execution tool."""
self.name = "agno_code_execution"
self.description = "Execute Python code securely with comprehensive error handling and result formatting"
self.available = False
self._phase3_tools = {}
try:
# Get Phase 3 code execution tools
phase3_tools = get_code_execution_tools()
if phase3_tools:
# Store the Phase 3 tools by name for easy access
for tool in phase3_tools:
self._phase3_tools[tool['name']] = tool['function']
self.available = True
logger.info(f"✅ AGNO Code Execution Tool initialized with {len(phase3_tools)} Phase 3 tools")
else:
logger.warning("⚠️ No Phase 3 code execution tools available")
except Exception as e:
logger.error(f"❌ Failed to initialize AGNO Code Execution Tool: {e}")
def execute_python_code(self, code: str, timeout: int = 30) -> Dict[str, Any]:
"""Execute Python code using Phase 3 code execution functionality."""
if not self.available or 'execute_python_code' not in self._phase3_tools:
return {
'success': False,
'error': 'Code execution tool not available',
'result': None
}
try:
# Use the Phase 3 code execution function
phase3_func = self._phase3_tools['execute_python_code']
result = phase3_func(code, timeout)
return result
except Exception as e:
logger.error(f"❌ Code execution failed: {e}")
return {
'success': False,
'error': str(e),
'result': None
}
def analyze_code_structure(self, code: str) -> Dict[str, Any]:
"""Analyze code structure using Phase 3 functionality."""
if not self.available or 'analyze_code_structure' not in self._phase3_tools:
return {
'success': False,
'error': 'Code analysis tool not available',
'result': None
}
try:
# Use the Phase 3 code analysis function
phase3_func = self._phase3_tools['analyze_code_structure']
result = phase3_func(code)
return result
except Exception as e:
logger.error(f"❌ Code analysis failed: {e}")
return {
'success': False,
'error': str(e),
'result': None
}
class AGNOMathematicalEngineTool:
"""AGNO-compatible wrapper for Phase 3 mathematical engine tools."""
def __init__(self):
"""Initialize the AGNO-compatible mathematical engine tool."""
self.name = "agno_mathematical_engine"
self.description = "Advanced mathematical computations using SymPy, NumPy, and SciPy"
self.available = False
self._phase3_tools = {}
try:
# Get Phase 3 mathematical engine tools
phase3_tools = get_mathematical_engine_tools()
if phase3_tools:
# Store the Phase 3 tools by name for easy access
for tool in phase3_tools:
self._phase3_tools[tool['name']] = tool['function']
self.available = True
logger.info(f"✅ AGNO Mathematical Engine Tool initialized with {len(phase3_tools)} Phase 3 tools")
else:
logger.warning("⚠️ No Phase 3 mathematical engine tools available")
except Exception as e:
logger.error(f"❌ Failed to initialize AGNO Mathematical Engine Tool: {e}")
def solve_mathematical_expression(self, expression: str, variables: Optional[Dict[str, Any]] = None) -> Dict[str, Any]:
"""Solve mathematical expressions using Phase 3 mathematical engine."""
if not self.available or 'solve_mathematical_expression' not in self._phase3_tools:
return {
'success': False,
'error': 'Mathematical engine tool not available',
'result': None
}
try:
# Use the Phase 3 mathematical engine function
phase3_func = self._phase3_tools['solve_mathematical_expression']
result = phase3_func(expression, variables)
return result
except Exception as e:
logger.error(f"❌ Mathematical computation failed: {e}")
return {
'success': False,
'error': str(e),
'result': None
}
def compute_numerical_analysis(self, operation: str, data: List[float], **kwargs) -> Dict[str, Any]:
"""Perform numerical analysis using Phase 3 functionality."""
if not self.available or 'compute_numerical_analysis' not in self._phase3_tools:
return {
'success': False,
'error': 'Numerical analysis tool not available',
'result': None
}
try:
# Use the Phase 3 numerical analysis function
phase3_func = self._phase3_tools['compute_numerical_analysis']
result = phase3_func(operation, data, **kwargs)
return result
except Exception as e:
logger.error(f"❌ Numerical analysis failed: {e}")
return {
'success': False,
'error': str(e),
'result': None
}
class AGNOCodeAnalyzerTool:
"""AGNO-compatible wrapper for Phase 3 code analyzer tools."""
def __init__(self):
"""Initialize the AGNO-compatible code analyzer tool."""
self.name = "agno_code_analyzer"
self.description = "Comprehensive code analysis including complexity, security, and quality metrics"
self.available = False
self._phase3_tools = {}
try:
# Get Phase 3 code analyzer tools
phase3_tools = get_code_analyzer_tools()
if phase3_tools:
# Store the Phase 3 tools by name for easy access
for tool in phase3_tools:
self._phase3_tools[tool['name']] = tool['function']
self.available = True
logger.info(f"✅ AGNO Code Analyzer Tool initialized with {len(phase3_tools)} Phase 3 tools")
else:
logger.warning("⚠️ No Phase 3 code analyzer tools available")
except Exception as e:
logger.error(f"❌ Failed to initialize AGNO Code Analyzer Tool: {e}")
def analyze_code_quality(self, code: str) -> Dict[str, Any]:
"""Analyze code quality using Phase 3 functionality."""
if not self.available or 'analyze_code_quality' not in self._phase3_tools:
return {
'success': False,
'error': 'Code quality analyzer not available',
'result': None
}
try:
# Use the Phase 3 code quality analysis function
phase3_func = self._phase3_tools['analyze_code_quality']
result = phase3_func(code)
return result
except Exception as e:
logger.error(f"❌ Code quality analysis failed: {e}")
return {
'success': False,
'error': str(e),
'result': None
}
def check_code_security(self, code: str) -> Dict[str, Any]:
"""Check code security using Phase 3 functionality."""
if not self.available or 'check_code_security' not in self._phase3_tools:
return {
'success': False,
'error': 'Code security checker not available',
'result': None
}
try:
# Use the Phase 3 code security check function
phase3_func = self._phase3_tools['check_code_security']
result = phase3_func(code)
return result
except Exception as e:
logger.error(f"❌ Code security check failed: {e}")
return {
'success': False,
'error': str(e),
'result': None
}
def create_agno_compatible_math_tools() -> List[Any]:
"""Create AGNO-compatible mathematical code execution tools."""
tools = []
# Create AGNO-compatible code execution tool
code_exec_tool = AGNOCodeExecutionTool()
if code_exec_tool.available:
tools.append(code_exec_tool)
# Create AGNO-compatible mathematical engine tool
math_engine_tool = AGNOMathematicalEngineTool()
if math_engine_tool.available:
tools.append(math_engine_tool)
# Create AGNO-compatible code analyzer tool
code_analyzer_tool = AGNOCodeAnalyzerTool()
if code_analyzer_tool.available:
tools.append(code_analyzer_tool)
logger.info(f"✅ Created {len(tools)} AGNO-compatible mathematical code execution tools")
return tools |