crewAI/reproduce_issue_3226.py

#!/usr/bin/env python3
"""
Reproduction script for issue #3226: Cannot Register Custom Tools with Agents in CrewAI 0.150.0
This script tests all the failing patterns mentioned in the issue.
"""

import sys
import traceback
from typing import Any

def test_function_tool():
    """Test 1: Function Tool with @tool decorator"""
    print("=== Test 1: Function Tool with @tool decorator ===")
    try:
        from crewai.tools import tool
        from crewai import Agent
        
        @tool
        def fetch_logs(query: str) -> str:
            """Fetch logs from New Relic based on query"""
            return f"Logs for query: {query}"
        
        teacher = Agent(
            role='CrashFetcher',
            goal='Extract logs',
            backstory='An agent that fetches logs',
            tools=[fetch_logs],
            allow_delegation=False
        )
        print("✅ Function tool with @tool decorator: SUCCESS")
        return True
    except Exception as e:
        print(f"❌ Function tool with @tool decorator: FAILED - {e}")
        traceback.print_exc()
        return False

def test_dict_tool():
    """Test 2: Dict-based tool definition"""
    print("\n=== Test 2: Dict-based tool definition ===")
    try:
        from crewai import Agent
        
        def fetch_logs_func(query: str) -> str:
            return f"Logs for query: {query}"
        
        fetch_logs_dict = {
            'name': 'fetch_logs',
            'description': 'Fetch logs from New Relic',
            'func': fetch_logs_func
        }
        
        teacher = Agent(
            role='CrashFetcher',
            goal='Extract logs',
            backstory='An agent that fetches logs',
            tools=[fetch_logs_dict],
            allow_delegation=False
        )
        print("✅ Dict-based tool: SUCCESS")
        return True
    except Exception as e:
        print(f"❌ Dict-based tool: FAILED - {e}")
        traceback.print_exc()
        return False

def test_basetool_class():
    """Test 3: BaseTool class inheritance"""
    print("\n=== Test 3: BaseTool class inheritance ===")
    try:
        from crewai.tools import BaseTool
        from crewai import Agent
        
        class FetchLogsTool(BaseTool):
            name: str = "fetch_logs"
            description: str = "Fetch logs from New Relic based on query"
            
            def _run(self, query: str) -> str:
                return f"Logs for query: {query}"
        
        teacher = Agent(
            role='CrashFetcher',
            goal='Extract logs',
            backstory='An agent that fetches logs',
            tools=[FetchLogsTool()],
            allow_delegation=False
        )
        print("✅ BaseTool class inheritance: SUCCESS")
        return True
    except Exception as e:
        print(f"❌ BaseTool class inheritance: FAILED - {e}")
        traceback.print_exc()
        return False

def test_direct_function():
    """Test 4: Direct function assignment"""
    print("\n=== Test 4: Direct function assignment ===")
    try:
        from crewai import Agent
        
        def fetch_logs(query: str) -> str:
            """Fetch logs from New Relic based on query"""
            return f"Logs for query: {query}"
        
        teacher = Agent(
            role='CrashFetcher',
            goal='Extract logs',
            backstory='An agent that fetches logs',
            tools=[fetch_logs],
            allow_delegation=False
        )
        print("✅ Direct function assignment: SUCCESS")
        return True
    except Exception as e:
        print(f"❌ Direct function assignment: FAILED - {e}")
        traceback.print_exc()
        return False

def main():
    """Run all tests and report results"""
    print("Testing custom tool registration patterns from issue #3226\n")
    
    results = []
    results.append(test_function_tool())
    results.append(test_dict_tool())
    results.append(test_basetool_class())
    results.append(test_direct_function())
    
    print(f"\n=== SUMMARY ===")
    passed = sum(results)
    total = len(results)
    print(f"Tests passed: {passed}/{total}")
    
    if passed == total:
        print("🎉 All custom tool patterns are working!")
        return 0
    else:
        print("💥 Some custom tool patterns are still broken")
        return 1

if __name__ == "__main__":
    sys.exit(main())