Learn to implement fundamental MEV strategies including arbitrage, liquidation, and sandwich attacks with hands-on examples
By the end of this course, you will be able to:
Calculate potential profits from price discrepancies across DEXs
Real-time monitoring of potential liquidation opportunities
import asyncio
import aiohttp
from web3 import Web3
class ArbitrageBot:
def __init__(self, private_key):
self.w3 = Web3(Web3.HTTPProvider('https://eth-mainnet.alchemyapi.io/v2/YOUR_API_KEY'))
self.private_key = private_key
self.uniswap_router = "0x7a250d5630B4cF539739dF2C5dAcb4c659F2488D"
self.sushiswap_router = "0xd9e1cE17f2641f24aE83637ab66a2cca9C378B9F"
async def find_arbitrage_opportunities(self):
"""Find price differences between DEXes"""
uniswap_price = await self.get_uniswap_price()
sushiswap_price = await self.get_sushiswap_price()
if abs(uniswap_price - sushiswap_price) > 0.005: # 0.5% difference
return {
'buy_exchange': 'uniswap' if uniswap_price < sushiswap_price else 'sushiswap',
'sell_exchange': 'sushiswap' if uniswap_price < sushiswap_price else 'uniswap',
'profit_margin': abs(uniswap_price - sushiswap_price) / min(uniswap_price, sushiswap_price)
}
return None
async def execute_arbitrage(self, opportunity):
"""Execute arbitrage trade"""
# Implementation details for executing the arbitrage
pass
# Usage example
bot = ArbitrageBot("your_private_key_here")
opportunity = await bot.find_arbitrage_opportunities()
if opportunity:
await bot.execute_arbitrage(opportunity)
const { ethers } = require('ethers');
// Aave lending pool ABI (simplified)
const AAVE_LENDING_POOL_ABI = [
"function getUserAccountData(address user) external view returns (uint256,uint256,uint256,uint256,uint256,uint256)"
];
class LiquidationBot {
constructor(provider, privateKey) {
this.provider = new ethers.providers.JsonRpcProvider(provider);
this.wallet = new ethers.Wallet(privateKey, this.provider);
this.lendingPool = new ethers.Contract(
"0x7d2768dE32b0b80b7a3454c06BdAc94A69DDc7A9",
AAVE_LENDING_POOL_ABI,
this.wallet
);
}
async monitorPosition(userAddress) {
try {
const data = await this.lendingPool.getUserAccountData(userAddress);
const healthFactor = data[5] / 1e18; // Health factor is in wei
if (healthFactor < 1.05) { // Close to liquidation
console.log(`⚠️ Position at risk! Health Factor: ${healthFactor.toFixed(3)}`);
return {
canLiquidate: true,
healthFactor: healthFactor,
maxLiquidationAmount: data[2] // Available amount to liquidate
};
}
return { canLiquidate: false, healthFactor: healthFactor };
} catch (error) {
console.error('Error monitoring position:', error);
}
}
}
// Usage
const bot = new LiquidationBot(
"https://eth-mainnet.alchemyapi.io/v2/YOUR_API_KEY",
"your_private_key"
);
// Monitor specific positions
setInterval(() => {
bot.monitorPosition("0x1234567890123456789012345678901234567890");
}, 5000); // Check every 5 seconds
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