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A tool for analyzing account balance changes in Ethereum transactions

Project description

Transaction Balance Analyzer

PyPI version Python package License: MIT

A tool for analyzing account balance changes in Ethereum transactions. Supports both single and batch transaction analysis, tracking changes in ETH and ERC20 token balances.

Author

Features

  • Analyzes both external and internal transactions
  • Tracks ETH and ERC20 token balance changes of involved addresses
  • Automatic proxy contract detection and handling
  • Supports batch transaction analysis
  • Automatic token decimal handling
  • Results output in easy-to-read CSV format for each transaction

Requirements

  • Python 3.7+
  • Web3.py
  • Pandas

Installation

pip install transaction-balance-analyzer

Configuration

Set the following environment variables before use:

export ETH_NODE_URL='your_ethereum_node_url'
export ETHERSCAN_API_KEY='your_etherscan_api_key'

Usage Examples

Basic Usage

from transaction_balance_analyzer import AccountBalanceChangeAnalyzer
import os

# Set environment variables
os.environ['ETH_NODE_URL'] = 'your_ethereum_node_url'
os.environ['ETHERSCAN_API_KEY'] = 'your_etherscan_api_key'

# Initialize analyzer
analyzer = AccountBalanceChangeAnalyzer()

# Analyze single transaction
tx_hash = "0x191aeb75d5ac81c46d97916cb88f9f02b4a6e5f854823beae99dbd6336f18928"
result = analyzer.get_account_balance_change(tx_hash)
print(result)

# Save results to CSV
result.to_csv('analysis_result.csv', index=False)

Batch Analysis

# Analyze multiple transactions
tx_hashes = [
    "0x191aeb75d5ac81c46d97916cb88f9f02b4a6e5f854823beae99dbd6336f18928",
    "0x40d4a421465acc8d4c63c9175e6858e614b76560fef6f46dd4694e9fba99b674",
    "0xb50f927760c2e6b14a969d515a5ceffc5bbb7f5a0685db05c3766a90a01d63df"
]

results = analyzer.analyze_batch_transactions(tx_hashes)

# Print results for each transaction
for tx_hash, result in results.items():
    print(f"\nResults for transaction {tx_hash}:")
    print(result)
    # Save individual results
    result.to_csv(f'result_{tx_hash[:10]}.csv', index=False)

Example Output

The analysis results are returned as a pandas DataFrame with the following format:

tx_hash,address,ETH,USDT,WETH
0x123...,0xabc...,-0.5,100.0,0.0
0x123...,0xdef...,0.5,-100.0,0.0

Important Notes

  1. Ensure sufficient Ethereum node access permissions
  2. Be mindful of Etherscan API rate limits when performing batch analysis
  3. Default ABI may be required for certain special contracts

Changelog

0.2.0

  • Added USD value conversion feature
  • Added all_address_mode parameter
  • Optimized address merging logic
  • Improved ETH balance calculation

Contributing

Issues and Pull Requests are welcome.

License

MIT License

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