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Text Generation
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ArXiv:
Tags:
benchmark
code-generation
transaction-code-generation
execution-grounded-evaluation
blockchain
evm
License:
| from typing import Dict, Any, List | |
| from decimal import Decimal | |
| class ERC20TransferFromBasicValidator: | |
| """Validator for erc20_transferfrom_basic operation""" | |
| def __init__(self, token_address: str, from_address: str, to_address: str, | |
| amount: float, agent_address: str, token_decimals: int = 18): | |
| self.token_address = token_address.lower() | |
| self.from_address = from_address.lower() | |
| self.to_address = to_address.lower() | |
| self.amount = amount | |
| self.agent_address = agent_address.lower() | |
| self.token_decimals = token_decimals | |
| self.amount_wei = int(self.amount * 10**self.token_decimals) | |
| def validate(self, tx: Dict[str, Any], receipt: Dict[str, Any], | |
| state_before: Dict[str, Any], state_after: Dict[str, Any]) -> Dict[str, Any]: | |
| """ | |
| Validate ERC20 transferFrom operation | |
| Checks: | |
| 1. Transaction success (20 points) | |
| 2. Correct function called (20 points) | |
| 3. Allowance decreased correctly (20 points) | |
| 4. From balance decreased correctly (20 points) | |
| 5. To balance increased correctly (20 points) | |
| """ | |
| checks = [] | |
| total_score = 0 | |
| max_score = 100 | |
| # 1. Transaction Success (20 points) | |
| tx_success = receipt.get('status') == 1 | |
| tx_score = 20 if tx_success else 0 | |
| total_score += tx_score | |
| checks.append({ | |
| 'name': 'Transaction Success', | |
| 'passed': tx_success, | |
| 'score': tx_score, | |
| 'max_score': 20, | |
| 'message': 'Transaction executed successfully' if tx_success else f'Transaction failed with status: {receipt.get("status")}' | |
| }) | |
| if not tx_success: | |
| return { | |
| 'passed': False, | |
| 'score': total_score, | |
| 'max_score': max_score, | |
| 'checks': checks, | |
| 'error': 'Transaction failed' | |
| } | |
| # 2. Correct Function Called (20 points) | |
| # transferFrom function selector: 0x23b872dd | |
| tx_data = tx.get('data', '') | |
| correct_function = isinstance(tx_data, str) and tx_data.startswith('0x23b872dd') | |
| function_score = 20 if correct_function else 0 | |
| total_score += function_score | |
| checks.append({ | |
| 'name': 'Correct Function Called', | |
| 'passed': correct_function, | |
| 'score': function_score, | |
| 'max_score': 20, | |
| 'message': 'Called transferFrom function' if correct_function else f'Wrong function called. Expected transferFrom (0x23b872dd), got: {tx_data[:10] if tx_data else "none"}' | |
| }) | |
| # Decode actual parameters from transaction data | |
| # transferFrom(address from, address to, uint256 amount) | |
| # Data layout: 0x + 8 (selector) + 64 (from) + 64 (to) + 64 (amount) | |
| actual_amount_wei = self.amount_wei # Default to generated parameter | |
| actual_from = None | |
| actual_to = None | |
| params_match = True # Track if actual params match generated params | |
| param_mismatch_details = [] | |
| if correct_function and len(tx_data) >= 202: # 0x + 8 (selector) + 192 (3 params * 64) | |
| try: | |
| # Extract from_address | |
| from_hex = tx_data[10:74] # Skip '0x23b872dd', take next 64 chars | |
| actual_from = '0x' + from_hex[-40:] # Last 40 chars = address | |
| # Extract to_address | |
| to_hex = tx_data[74:138] # Next 64 chars | |
| actual_to = '0x' + to_hex[-40:] # Last 40 chars = address | |
| # Extract amount | |
| amount_hex = tx_data[138:202] # Last 64 hex chars | |
| actual_amount_wei = int(amount_hex, 16) | |
| print(f"🔍 Decoded transaction parameters:") | |
| print(f" From: {actual_from}") | |
| print(f" To: {actual_to}") | |
| print(f" Amount: {actual_amount_wei / 10**self.token_decimals:.4f}") | |
| # Verify parameters match generated parameters (case-insensitive for addresses) | |
| if actual_from.lower() != self.from_address.lower(): | |
| params_match = False | |
| param_mismatch_details.append(f"from_address mismatch: expected {self.from_address}, got {actual_from}") | |
| if actual_to.lower() != self.to_address.lower(): | |
| params_match = False | |
| param_mismatch_details.append(f"to_address mismatch: expected {self.to_address}, got {actual_to}") | |
| if abs(actual_amount_wei - self.amount_wei) > self.amount_wei * 0.01: | |
| params_match = False | |
| param_mismatch_details.append(f"amount mismatch: expected {self.amount:.4f}, got {actual_amount_wei / 10**self.token_decimals:.4f}") | |
| if not params_match: | |
| print(f"⚠️ Parameter mismatches detected:") | |
| for detail in param_mismatch_details: | |
| print(f" - {detail}") | |
| else: | |
| print(f"✅ All parameters match generated values") | |
| except Exception as e: | |
| print(f"⚠️ Failed to decode parameters from tx data: {e}, using generated parameters") | |
| # Get state changes | |
| # For transferFrom, we track: | |
| # - from_address balance (token_balance in state snapshot) | |
| # - to_address balance (target_token_balance in state snapshot) | |
| # - allowance (from_address has approved agent_address) | |
| from_balance_before = state_before.get('token_balance', 0) | |
| from_balance_after = state_after.get('token_balance', 0) | |
| from_balance_decrease = from_balance_before - from_balance_after | |
| to_balance_before = state_before.get('target_token_balance', 0) | |
| to_balance_after = state_after.get('target_token_balance', 0) | |
| to_balance_increase = to_balance_after - to_balance_before | |
| allowance_before = state_before.get('allowance', 0) | |
| allowance_after = state_after.get('allowance', 0) | |
| allowance_decrease = allowance_before - allowance_after | |
| # Use actual amount for validation | |
| expected_amount = actual_amount_wei / 10**self.token_decimals | |
| # 3. Allowance Decreased Correctly (20 points) | |
| allowance_valid = abs(allowance_decrease - actual_amount_wei) <= actual_amount_wei * 0.001 | |
| allowance_score = 20 if allowance_valid else 0 | |
| total_score += allowance_score | |
| checks.append({ | |
| 'name': 'Allowance Decreased', | |
| 'passed': allowance_valid, | |
| 'score': allowance_score, | |
| 'max_score': 20, | |
| 'message': f'Allowance decreased by {allowance_decrease / 10**self.token_decimals:.4f} (expected: {expected_amount:.4f})' if allowance_valid else f'Allowance change mismatch. Expected: {expected_amount:.4f}, actual: {allowance_decrease / 10**self.token_decimals:.4f}' | |
| }) | |
| # 4. From Balance Decreased (20 points) | |
| from_balance_valid = abs(from_balance_decrease - actual_amount_wei) <= actual_amount_wei * 0.001 | |
| from_balance_score = 20 if from_balance_valid else 0 | |
| total_score += from_balance_score | |
| checks.append({ | |
| 'name': 'From Balance Decreased', | |
| 'passed': from_balance_valid, | |
| 'score': from_balance_score, | |
| 'max_score': 20, | |
| 'message': f'From balance decreased by {from_balance_decrease / 10**self.token_decimals:.4f} (expected: {expected_amount:.4f})' if from_balance_valid else f'From balance change mismatch. Expected: {expected_amount:.4f}, actual: {from_balance_decrease / 10**self.token_decimals:.4f}' | |
| }) | |
| # 5. To Balance Increased (20 points) | |
| to_balance_valid = abs(to_balance_increase - actual_amount_wei) <= actual_amount_wei * 0.001 | |
| to_balance_score = 20 if to_balance_valid else 0 | |
| total_score += to_balance_score | |
| # Add note about parameter mismatch if detected | |
| to_balance_message = f'To balance increased by {to_balance_increase / 10**self.token_decimals:.4f} (expected: {expected_amount:.4f})' if to_balance_valid else f'To balance change mismatch. Expected: {expected_amount:.4f}, actual: {to_balance_increase / 10**self.token_decimals:.4f}' | |
| if not params_match and param_mismatch_details: | |
| to_balance_message += f' [Note: Parameter mismatches detected: {", ".join(param_mismatch_details)}]' | |
| checks.append({ | |
| 'name': 'To Balance Increased', | |
| 'passed': to_balance_valid, | |
| 'score': to_balance_score, | |
| 'max_score': 20, | |
| 'message': to_balance_message | |
| }) | |
| all_passed = all(check['passed'] for check in checks) | |
| return { | |
| 'passed': all_passed, | |
| 'score': total_score, | |
| 'max_score': max_score, | |
| 'checks': checks, | |
| 'details': { | |
| 'transfer_amount': expected_amount, | |
| 'from_balance_change': -from_balance_decrease / 10**self.token_decimals, | |
| 'to_balance_change': to_balance_increase / 10**self.token_decimals, | |
| 'allowance_change': -allowance_decrease / 10**self.token_decimals, | |
| 'function_called': tx_data[:10] if tx_data else 'none', | |
| 'parameters_match': params_match, | |
| 'parameter_mismatches': param_mismatch_details if param_mismatch_details else None, | |
| 'actual_from': actual_from, | |
| 'actual_to': actual_to, | |
| 'expected_from': self.from_address, | |
| 'expected_to': self.to_address | |
| } | |
| } | |