"""
Tools for quantitative analysis tasks.
"""

from typing import Dict, Any
from experts.tools import ToolBase
from experts.shared import shared

class MathAnalysisTool(ToolBase):
    """Tool for mathematical analysis."""
    
    def analyze(self, task: Dict[str, Any]) -> Dict[str, Any]:
        """Analyze mathematical components of the task."""
        # Placeholder - would use shared.math_module in production
        result = {
            "analysis": "Mathematical analysis of task components",
            "confidence": 0.9,
            "metrics": {
                "complexity": "medium",
                "computational_effort": "moderate"
            }
        }
        return result

class FinanceEvaluationTool(ToolBase):
    """Tool for financial evaluation."""
    
    def evaluate(self, task: Dict[str, Any]) -> Dict[str, Any]:
        """Evaluate financial aspects of the task."""
        # Placeholder - would use shared.finance_module in production
        result = {
            "evaluation": "Financial impact assessment",
            "risk_profile": "moderate",
            "return_potential": "high",
            "confidence": 0.85
        }
        return result

class CodeGenerationTool(ToolBase):
    """Tool for code generation."""
    
    def generate_code(self, task: Dict[str, Any]) -> Dict[str, Any]:
        """Generate code to implement the solution."""
        # Placeholder - would use shared.codegen_tool in production
        result = {
            "code": "# Python code implementation",
            "language": "python",
            "dependencies": ["numpy", "pandas", "scipy"],
            "complexity": "medium"
        }
        return result