CCXT for Python

A comprehensive guide to using CCXT in Python projects for cryptocurrency exchange integration.

Installation

REST API (Standard)

pip install ccxt

WebSocket API (Real-time, ccxt.pro)

pip install ccxt

Optional Performance Enhancements

pip install orjson      # Faster JSON parsing
pip install coincurve   # Faster ECDSA signing (45ms → 0.05ms)

Both REST and WebSocket APIs are included in the same package.

Quick Start

REST API – Synchronous

import ccxt

exchange = ccxt.binance()
exchange.load_markets()
ticker = exchange.fetch_ticker('BTC/USDT')
print(ticker)

REST API – Asynchronous

import asyncio
import ccxt.async_support as ccxt

async def main():
    exchange = ccxt.binance()
    await exchange.load_markets()
    ticker = await exchange.fetch_ticker('BTC/USDT')
    print(ticker)
    await exchange.close()  # Important!

asyncio.run(main())

WebSocket API – Real-time Updates

import asyncio
import ccxt.pro as ccxtpro

async def main():
    exchange = ccxtpro.binance()
    while True:
        ticker = await exchange.watch_ticker('BTC/USDT')
        print(ticker)  # Live updates!
    await exchange.close()

asyncio.run(main())

REST vs WebSocket

When to use REST:

• Placing orders
• Fetching account balance
• One-time data queries
• Order management (cancel, fetch orders)

When to use WebSocket:

• Real-time price monitoring
• Live orderbook updates
• Arbitrage detection
• Portfolio tracking with live updates

Creating Exchange Instance

REST API – Synchronous

import ccxt

# Public API (no authentication)
exchange = ccxt.binance({
    'enableRateLimit': True  # Recommended!
})

# Private API (with authentication)
exchange = ccxt.binance({
    'apiKey': 'YOUR_API_KEY',
    'secret': 'YOUR_SECRET',
    'enableRateLimit': True
})

REST API – Asynchronous

import ccxt.async_support as ccxt

exchange = ccxt.binance({
    'apiKey': 'YOUR_API_KEY',
    'secret': 'YOUR_SECRET',
    'enableRateLimit': True
})

# Always close when done
await exchange.close()

WebSocket API

import ccxt.pro as ccxtpro

# Public WebSocket
exchange = ccxtpro.binance()

# Private WebSocket (with authentication)
exchange = ccxtpro.binance({
    'apiKey': 'YOUR_API_KEY',
    'secret': 'YOUR_SECRET'
})

# Always close when done
await exchange.close()

Common REST Operations

Loading Markets

# Load all available trading pairs
exchange.load_markets()

# Access market information
btc_market = exchange.market('BTC/USDT')
print(btc_market['limits']['amount']['min'])  # Minimum order amount

Fetching Ticker

# Single ticker
ticker = exchange.fetch_ticker('BTC/USDT')
print(ticker['last'])      # Last price
print(ticker['bid'])       # Best bid
print(ticker['ask'])       # Best ask
print(ticker['volume'])    # 24h volume

# Multiple tickers (if supported)
tickers = exchange.fetch_tickers(['BTC/USDT', 'ETH/USDT'])

Fetching Order Book

# Full orderbook
orderbook = exchange.fetch_order_book('BTC/USDT')
print(orderbook['bids'][0])  # [price, amount]
print(orderbook['asks'][0])  # [price, amount]

# Limited depth
orderbook = exchange.fetch_order_book('BTC/USDT', 5)  # Top 5 levels

Creating Orders

Limit Order

# Buy limit order
order = exchange.create_limit_buy_order('BTC/USDT', 0.01, 50000)
print(order['id'])

# Sell limit order
order = exchange.create_limit_sell_order('BTC/USDT', 0.01, 60000)

# Generic limit order
order = exchange.create_order('BTC/USDT', 'limit', 'buy', 0.01, 50000)

Market Order

# Buy market order
order = exchange.create_market_buy_order('BTC/USDT', 0.01)

# Sell market order
order = exchange.create_market_sell_order('BTC/USDT', 0.01)

# Generic market order
order = exchange.create_order('BTC/USDT', 'market', 'sell', 0.01)

Fetching Balance

balance = exchange.fetch_balance()
print(balance['BTC']['free'])   # Available balance
print(balance['BTC']['used'])   # Balance in orders
print(balance['BTC']['total'])  # Total balance

Fetching Orders

# Open orders
open_orders = exchange.fetch_open_orders('BTC/USDT')

# Closed orders
closed_orders = exchange.fetch_closed_orders('BTC/USDT')

# All orders (open + closed)
all_orders = exchange.fetch_orders('BTC/USDT')

# Single order by ID
order = exchange.fetch_order(order_id, 'BTC/USDT')

Fetching Trades

# Recent public trades
trades = exchange.fetch_trades('BTC/USDT', limit=10)

# Your trades (requires authentication)
my_trades = exchange.fetch_my_trades('BTC/USDT')

Canceling Orders

# Cancel single order
exchange.cancel_order(order_id, 'BTC/USDT')

# Cancel all orders for a symbol
exchange.cancel_all_orders('BTC/USDT')

WebSocket Operations (Real-time)

Watching Ticker (Live Price Updates)

import asyncio
import ccxt.pro as ccxtpro

async def main():
    exchange = ccxtpro.binance()
    while True:
        ticker = await exchange.watch_ticker('BTC/USDT')
        print(ticker['last'], ticker['timestamp'])
    await exchange.close()

asyncio.run(main())

Watching Order Book (Live Depth Updates)

async def main():
    exchange = ccxtpro.binance()
    while True:
        orderbook = await exchange.watch_order_book('BTC/USDT')
        print('Best bid:', orderbook['bids'][0])
        print('Best ask:', orderbook['asks'][0])
    await exchange.close()

asyncio.run(main())

Watching Trades (Live Trade Stream)

async def main():
    exchange = ccxtpro.binance()
    while True:
        trades = await exchange.watch_trades('BTC/USDT')
        for trade in trades:
            print(trade['price'], trade['amount'], trade['side'])
    await exchange.close()

asyncio.run(main())

Watching Your Orders (Live Order Updates)

async def main():
    exchange = ccxtpro.binance({
        'apiKey': 'YOUR_API_KEY',
        'secret': 'YOUR_SECRET'
    })
    while True:
        orders = await exchange.watch_orders('BTC/USDT')
        for order in orders:
            print(order['id'], order['status'], order['filled'])
    await exchange.close()

asyncio.run(main())

Watching Balance (Live Balance Updates)

async def main():
    exchange = ccxtpro.binance({
        'apiKey': 'YOUR_API_KEY',
        'secret': 'YOUR_SECRET'
    })
    while True:
        balance = await exchange.watch_balance()
        print('BTC:', balance['BTC'])
        print('USDT:', balance['USDT'])
    await exchange.close()

asyncio.run(main())

Watching Multiple Symbols

async def main():
    exchange = ccxtpro.binance()
    symbols = ['BTC/USDT', 'ETH/USDT', 'SOL/USDT']

    while True:
        # Watch all symbols concurrently
        tickers = await exchange.watch_tickers(symbols)
        for symbol, ticker in tickers.items():
            print(symbol, ticker['last'])
    await exchange.close()

asyncio.run(main())

Complete Method Reference

Market Data Methods

Tickers & Prices

• fetchTicker(symbol) – Fetch ticker for one symbol
• fetchTickers([symbols]) – Fetch multiple tickers at once
• fetchBidsAsks([symbols]) – Fetch best bid/ask for multiple symbols
• fetchLastPrices([symbols]) – Fetch last prices
• fetchMarkPrices([symbols]) – Fetch mark prices (derivatives)

Order Books

• fetchOrderBook(symbol, limit) – Fetch order book
• fetchOrderBooks([symbols]) – Fetch multiple order books
• fetchL2OrderBook(symbol) – Fetch level 2 order book
• fetchL3OrderBook(symbol) – Fetch level 3 order book (if supported)

Trades

• fetchTrades(symbol, since, limit) – Fetch public trades
• fetchMyTrades(symbol, since, limit) – Fetch your trades (auth required)
• fetchOrderTrades(orderId, symbol) – Fetch trades for specific order

OHLCV (Candlesticks)

• fetchOHLCV(symbol, timeframe, since, limit) – Fetch candlestick data
• fetchIndexOHLCV(symbol, timeframe) – Fetch index price OHLCV
• fetchMarkOHLCV(symbol, timeframe) – Fetch mark price OHLCV
• fetchPremiumIndexOHLCV(symbol, timeframe) – Fetch premium index OHLCV

Account & Balance

• fetchBalance() – Fetch account balance (auth required)
• fetchAccounts() – Fetch sub-accounts
• fetchLedger(code, since, limit) – Fetch ledger history
• fetchLedgerEntry(id, code) – Fetch specific ledger entry
• fetchTransactions(code, since, limit) – Fetch transactions
• fetchDeposits(code, since, limit) – Fetch deposit history
• fetchWithdrawals(code, since, limit) – Fetch withdrawal history
• fetchDepositsWithdrawals(code, since, limit) – Fetch both deposits and withdrawals

Trading Methods

Creating Orders

• createOrder(symbol, type, side, amount, price, params) – Create order (generic)
• createLimitOrder(symbol, side, amount, price) – Create limit order
• createMarketOrder(symbol, side, amount) – Create market order
• createLimitBuyOrder(symbol, amount, price) – Buy limit order
• createLimitSellOrder(symbol, amount, price) – Sell limit order
• createMarketBuyOrder(symbol, amount) – Buy market order
• createMarketSellOrder(symbol, amount) – Sell market order
• createMarketBuyOrderWithCost(symbol, cost) – Buy with specific cost
• createStopLimitOrder(symbol, side, amount, price, stopPrice) – Stop-limit order
• createStopMarketOrder(symbol, side, amount, stopPrice) – Stop-market order
• createStopLossOrder(symbol, side, amount, stopPrice) – Stop-loss order
• createTakeProfitOrder(symbol, side, amount, takeProfitPrice) – Take-profit order
• createTrailingAmountOrder(symbol, side, amount, trailingAmount) – Trailing stop
• createTrailingPercentOrder(symbol, side, amount, trailingPercent) – Trailing stop %
• createTriggerOrder(symbol, side, amount, triggerPrice) – Trigger order
• createPostOnlyOrder(symbol, side, amount, price) – Post-only order
• createReduceOnlyOrder(symbol, side, amount, price) – Reduce-only order
• createOrders([orders]) – Create multiple orders at once
• createOrderWithTakeProfitAndStopLoss(symbol, type, side, amount, price, tpPrice, slPrice) – OCO order

Managing Orders

• fetchOrder(orderId, symbol) – Fetch single order
• fetchOrders(symbol, since, limit) – Fetch all orders
• fetchOpenOrders(symbol, since, limit) – Fetch open orders
• fetchClosedOrders(symbol, since, limit) – Fetch closed orders
• fetchCanceledOrders(symbol, since, limit) – Fetch canceled orders
• fetchOpenOrder(orderId, symbol) – Fetch specific open order
• fetchOrdersByStatus(status, symbol) – Fetch orders by status
• cancelOrder(orderId, symbol) – Cancel single order
• cancelOrders([orderIds], symbol) – Cancel multiple orders
• cancelAllOrders(symbol) – Cancel all orders for symbol
• editOrder(orderId, symbol, type, side, amount, price) – Modify order

Margin & Leverage

• fetchBorrowRate(code) – Fetch borrow rate for margin
• fetchBorrowRates([codes]) – Fetch multiple borrow rates
• fetchBorrowRateHistory(code, since, limit) – Historical borrow rates
• fetchCrossBorrowRate(code) – Cross margin borrow rate
• fetchIsolatedBorrowRate(symbol, code) – Isolated margin borrow rate
• borrowMargin(code, amount, symbol) – Borrow margin
• repayMargin(code, amount, symbol) – Repay margin
• fetchLeverage(symbol) – Fetch leverage
• setLeverage(leverage, symbol) – Set leverage
• fetchLeverageTiers(symbols) – Fetch leverage tiers
• fetchMarketLeverageTiers(symbol) – Leverage tiers for market
• setMarginMode(marginMode, symbol) – Set margin mode (cross/isolated)
• fetchMarginMode(symbol) – Fetch margin mode

Derivatives & Futures

Positions

• fetchPosition(symbol) – Fetch single position
• fetchPositions([symbols]) – Fetch all positions
• fetchPositionsForSymbol(symbol) – Fetch positions for symbol
• fetchPositionHistory(symbol, since, limit) – Position history
• fetchPositionsHistory(symbols, since, limit) – Multiple position history
• fetchPositionMode(symbol) – Fetch position mode (one-way/hedge)
• setPositionMode(hedged, symbol) – Set position mode
• closePosition(symbol, side) – Close position
• closeAllPositions() – Close all positions

Funding & Settlement

• fetchFundingRate(symbol) – Current funding rate
• fetchFundingRates([symbols]) – Multiple funding rates
• fetchFundingRateHistory(symbol, since, limit) – Funding rate history
• fetchFundingHistory(symbol, since, limit) – Your funding payments
• fetchFundingInterval(symbol) – Funding interval
• fetchSettlementHistory(symbol, since, limit) – Settlement history
• fetchMySettlementHistory(symbol, since, limit) – Your settlement history

Open Interest & Liquidations

• fetchOpenInterest(symbol) – Open interest for symbol
• fetchOpenInterests([symbols]) – Multiple open interests
• fetchOpenInterestHistory(symbol, timeframe, since, limit) – OI history
• fetchLiquidations(symbol, since, limit) – Public liquidations
• fetchMyLiquidations(symbol, since, limit) – Your liquidations

Options

• fetchOption(symbol) – Fetch option info
• fetchOptionChain(code) – Fetch option chain
• fetchGreeks(symbol) – Fetch option greeks
• fetchVolatilityHistory(code, since, limit) – Volatility history
• fetchUnderlyingAssets() – Fetch underlying assets

Fees & Limits

• fetchTradingFee(symbol) – Trading fee for symbol
• fetchTradingFees([symbols]) – Trading fees for multiple symbols
• fetchTradingLimits([symbols]) – Trading limits
• fetchTransactionFee(code) – Transaction/withdrawal fee
• fetchTransactionFees([codes]) – Multiple transaction fees
• fetchDepositWithdrawFee(code) – Deposit/withdrawal fee
• fetchDepositWithdrawFees([codes]) – Multiple deposit/withdraw fees

Deposits & Withdrawals

• fetchDepositAddress(code, params) – Get deposit address
• fetchDepositAddresses([codes]) – Multiple deposit addresses
• fetchDepositAddressesByNetwork(code) – Addresses by network
• createDepositAddress(code, params) – Create new deposit address
• fetchDeposit(id, code) – Fetch single deposit
• fetchWithdrawal(id, code) – Fetch single withdrawal
• fetchWithdrawAddresses(code) – Fetch withdrawal addresses
• fetchWithdrawalWhitelist(code) – Fetch whitelist
• withdraw(code, amount, address, tag, params) – Withdraw funds
• deposit(code, amount, params) – Deposit funds (if supported)

Transfer & Convert

• transfer(code, amount, fromAccount, toAccount) – Internal transfer
• fetchTransfer(id, code) – Fetch transfer info
• fetchTransfers(code, since, limit) – Fetch transfer history
• fetchConvertCurrencies() – Currencies available for convert
• fetchConvertQuote(fromCode, toCode, amount) – Get conversion quote
• createConvertTrade(fromCode, toCode, amount) – Execute conversion
• fetchConvertTrade(id) – Fetch convert trade
• fetchConvertTradeHistory(code, since, limit) – Convert history

Market Info

• fetchMarkets() – Fetch all markets
• fetchCurrencies() – Fetch all currencies
• fetchTime() – Fetch exchange server time
• fetchStatus() – Fetch exchange status
• fetchBorrowInterest(code, symbol, since, limit) – Borrow interest paid
• fetchLongShortRatio(symbol, timeframe, since, limit) – Long/short ratio
• fetchLongShortRatioHistory(symbol, timeframe, since, limit) – L/S ratio history

WebSocket Methods (ccxt.pro)

All REST methods have WebSocket equivalents with watch* prefix:

Real-time Market Data

• watchTicker(symbol) – Watch single ticker
• watchTickers([symbols]) – Watch multiple tickers
• watchOrderBook(symbol) – Watch order book updates
• watchOrderBookForSymbols([symbols]) – Watch multiple order books
• watchTrades(symbol) – Watch public trades
• watchOHLCV(symbol, timeframe) – Watch candlestick updates
• watchBidsAsks([symbols]) – Watch best bid/ask

Real-time Account Data (Auth Required)

• watchBalance() – Watch balance updates
• watchOrders(symbol) – Watch your order updates
• watchMyTrades(symbol) – Watch your trade updates
• watchPositions([symbols]) – Watch position updates
• watchPositionsForSymbol(symbol) – Watch positions for symbol

Authentication Required

Methods marked with 🔒 require API credentials:

• All create* methods (creating orders, addresses)
• All cancel* methods (canceling orders)
• All edit* methods (modifying orders)
• All fetchMy* methods (your trades, orders)
• fetchBalance, fetchLedger, fetchAccounts
• withdraw, transfer, deposit
• Margin/leverage methods
• Position methods
• watchBalance, watchOrders, watchMyTrades, watchPositions

Checking Method Availability

Not all exchanges support all methods. Check before using:

// Check if method is supported
if (exchange.has['fetchOHLCV']) {
    const candles = await exchange.fetchOHLCV('BTC/USDT', '1h')
}

// Check multiple capabilities
console.log(exchange.has)
// {
//   fetchTicker: true,
//   fetchOHLCV: true,
//   fetchMyTrades: true,
//   fetchPositions: false,
//   ...
// }

Method Naming Convention

• fetch* – REST API methods (HTTP requests)
• watch* – WebSocket methods (real-time streams)
• create* – Create new resources (orders, addresses)
• cancel* – Cancel existing resources
• edit* – Modify existing resources
• set* – Configure settings (leverage, margin mode)
• *Ws suffix – WebSocket variant (some exchanges)

Proxy Configuration

CCXT supports HTTP, HTTPS, and SOCKS proxies for both REST and WebSocket connections.

Setting Proxy

// HTTP Proxy
exchange.httpProxy = 'http://your-proxy-host:port'

// HTTPS Proxy  
exchange.httpsProxy = 'https://your-proxy-host:port'

// SOCKS Proxy
exchange.socksProxy = 'socks://your-proxy-host:port'

// Proxy with authentication
exchange.httpProxy = 'http://user:pass@proxy-host:port'

Proxy for WebSocket

WebSocket connections also respect proxy settings:

exchange.httpsProxy = 'https://proxy:8080'
// WebSocket connections will use this proxy

Testing Proxy Connection

exchange.httpProxy = 'http://localhost:8080'
try {
    await exchange.fetchTicker('BTC/USDT')
    console.log('Proxy working!')
} catch (error) {
    console.error('Proxy connection failed:', error)
}

WebSocket-Specific Methods

Some exchanges provide WebSocket variants of REST methods for faster order placement and management. These use the *Ws suffix:

Trading via WebSocket

Creating Orders:

• createOrderWs – Create order via WebSocket (faster than REST)
• createLimitOrderWs – Create limit order via WebSocket
• createMarketOrderWs – Create market order via WebSocket
• createLimitBuyOrderWs – Buy limit order via WebSocket
• createLimitSellOrderWs – Sell limit order via WebSocket
• createMarketBuyOrderWs – Buy market order via WebSocket
• createMarketSellOrderWs – Sell market order via WebSocket
• createStopLimitOrderWs – Stop-limit order via WebSocket
• createStopMarketOrderWs – Stop-market order via WebSocket
• createStopLossOrderWs – Stop-loss order via WebSocket
• createTakeProfitOrderWs – Take-profit order via WebSocket
• createTrailingAmountOrderWs – Trailing stop via WebSocket
• createTrailingPercentOrderWs – Trailing stop % via WebSocket
• createPostOnlyOrderWs – Post-only order via WebSocket
• createReduceOnlyOrderWs – Reduce-only order via WebSocket

Managing Orders:

• editOrderWs – Edit order via WebSocket
• cancelOrderWs – Cancel order via WebSocket (faster than REST)
• cancelOrdersWs – Cancel multiple orders via WebSocket
• cancelAllOrdersWs – Cancel all orders via WebSocket

Fetching Data:

• fetchOrderWs – Fetch order via WebSocket
• fetchOrdersWs – Fetch orders via WebSocket
• fetchOpenOrdersWs – Fetch open orders via WebSocket
• fetchClosedOrdersWs – Fetch closed orders via WebSocket
• fetchMyTradesWs – Fetch your trades via WebSocket
• fetchBalanceWs – Fetch balance via WebSocket
• fetchPositionWs – Fetch position via WebSocket
• fetchPositionsWs – Fetch positions via WebSocket
• fetchPositionsForSymbolWs – Fetch positions for symbol via WebSocket
• fetchTradingFeesWs – Fetch trading fees via WebSocket

When to Use WebSocket Methods

Use *Ws methods when:

• You need faster order placement (lower latency)
• You’re already connected via WebSocket
• You want to reduce REST API rate limit usage
• Trading strategies require sub-100ms latency

Use REST methods when:

• You need guaranteed execution confirmation
• You’re making one-off requests
• The exchange doesn’t support the WebSocket variant
• You need detailed error responses

Example: Order Placement Comparison

REST API (slower, more reliable):

const order = await exchange.createOrder('BTC/USDT', 'limit', 'buy', 0.01, 50000)

WebSocket API (faster, lower latency):

const order = await exchange.createOrderWs('BTC/USDT', 'limit', 'buy', 0.01, 50000)

Checking WebSocket Method Availability

Not all exchanges support WebSocket trading methods:

if (exchange.has['createOrderWs']) {
    // Exchange supports WebSocket order creation
    const order = await exchange.createOrderWs('BTC/USDT', 'limit', 'buy', 0.01, 50000)
} else {
    // Fall back to REST
    const order = await exchange.createOrder('BTC/USDT', 'limit', 'buy', 0.01, 50000)
}

Authentication

Setting API Keys

import os

# During instantiation (recommended)
exchange = ccxt.binance({
    'apiKey': os.environ.get('BINANCE_API_KEY'),
    'secret': os.environ.get('BINANCE_SECRET'),
    'enableRateLimit': True
})

# After instantiation
exchange.apiKey = os.environ.get('BINANCE_API_KEY')
exchange.secret = os.environ.get('BINANCE_SECRET')

Testing Authentication

try:
    balance = exchange.fetch_balance()
    print('Authentication successful!')
except ccxt.AuthenticationError:
    print('Invalid API credentials')

Error Handling

Exception Hierarchy

BaseError
├─ NetworkError (recoverable - retry)
│  ├─ RequestTimeout
│  ├─ ExchangeNotAvailable
│  ├─ RateLimitExceeded
│  └─ DDoSProtection
└─ ExchangeError (non-recoverable - don't retry)
   ├─ AuthenticationError
   ├─ InsufficientFunds
   ├─ InvalidOrder
   └─ NotSupported

Basic Error Handling

import ccxt

try:
    ticker = exchange.fetch_ticker('BTC/USDT')
except ccxt.NetworkError as e:
    print('Network error - retry:', str(e))
except ccxt.ExchangeError as e:
    print('Exchange error - do not retry:', str(e))
except Exception as e:
    print('Unknown error:', str(e))

Specific Exception Handling

try:
    order = exchange.create_order('BTC/USDT', 'limit', 'buy', 0.01, 50000)
except ccxt.InsufficientFunds:
    print('Not enough balance')
except ccxt.InvalidOrder:
    print('Invalid order parameters')
except ccxt.RateLimitExceeded:
    print('Rate limit hit - wait before retrying')
    exchange.sleep(1000)  # Wait 1 second
except ccxt.AuthenticationError:
    print('Check your API credentials')

Retry Logic for Network Errors

def fetch_with_retry(max_retries=3):
    for i in range(max_retries):
        try:
            return exchange.fetch_ticker('BTC/USDT')
        except ccxt.NetworkError:
            if i < max_retries - 1:
                print(f'Retry {i + 1}/{max_retries}')
                exchange.sleep(1000 * (i + 1))  # Exponential backoff
            else:
                raise

Async vs Sync

When to Use Sync

• Simple scripts
• Single exchange operations
• Jupyter notebooks
• Quick testing

When to Use Async

• Multiple concurrent operations
• WebSocket connections (required)
• High-performance trading bots
• Multiple exchange monitoring

Sync Example

import ccxt

exchange = ccxt.binance({'enableRateLimit': True})
ticker = exchange.fetch_ticker('BTC/USDT')
print(ticker['last'])

Async Example

import asyncio
import ccxt.async_support as ccxt

async def main():
    exchange = ccxt.binance({'enableRateLimit': True})
    ticker = await exchange.fetch_ticker('BTC/USDT')
    print(ticker['last'])
    await exchange.close()

asyncio.run(main())

Multiple Exchanges Async

async def fetch_all():
    exchanges = [
        ccxt.binance({'enableRateLimit': True}),
        ccxt.coinbase({'enableRateLimit': True}),
        ccxt.kraken({'enableRateLimit': True})
    ]

    # Fetch concurrently
    tasks = [ex.fetch_ticker('BTC/USDT') for ex in exchanges]
    tickers = await asyncio.gather(*tasks, return_exceptions=True)

    for ex, ticker in zip(exchanges, tickers):
        if isinstance(ticker, Exception):
            print(f'{ex.id}: ERROR - {ticker}')
        else:
            print(f'{ex.id}: ${ticker["last"]}')
        await ex.close()

asyncio.run(fetch_all())

Rate Limiting

Built-in Rate Limiter (Recommended)

exchange = ccxt.binance({
    'enableRateLimit': True  # Automatically throttles requests
})

Manual Delays

exchange.fetch_ticker('BTC/USDT')
exchange.sleep(1000)  # Wait 1 second (milliseconds)
exchange.fetch_ticker('ETH/USDT')

Checking Rate Limit

print(exchange.rateLimit)  # Milliseconds between requests

Common Pitfalls

Forgetting await in Async Mode

# Wrong - returns coroutine, not data
async def wrong():
    ticker = exchange.fetch_ticker('BTC/USDT')  # Missing await!
    print(ticker['last'])  # ERROR

# Correct
async def correct():
    ticker = await exchange.fetch_ticker('BTC/USDT')
    print(ticker['last'])  # Works!

Using Sync for WebSocket

# Wrong - WebSocket requires async
import ccxt.pro as ccxtpro
exchange = ccxtpro.binance()
ticker = exchange.watch_ticker('BTC/USDT')  # ERROR: Need await!

# Correct
import asyncio
import ccxt.pro as ccxtpro

async def main():
    exchange = ccxtpro.binance()
    ticker = await exchange.watch_ticker('BTC/USDT')
    await exchange.close()

asyncio.run(main())

Not Closing Async Exchange

# Wrong - resource leak
async def wrong():
    exchange = ccxt.binance()
    await exchange.fetch_ticker('BTC/USDT')
    # Forgot to close!

# Correct
async def correct():
    exchange = ccxt.binance()
    try:
        await exchange.fetch_ticker('BTC/USDT')
    finally:
        await exchange.close()

Using Sync in Async Code

# Wrong - blocks event loop
async def wrong():
    exchange = ccxt.binance()  # Sync import!
    ticker = exchange.fetch_ticker('BTC/USDT')  # Blocking!

# Correct
import ccxt.async_support as ccxt

async def correct():
    exchange = ccxt.binance()
    ticker = await exchange.fetch_ticker('BTC/USDT')
    await exchange.close()

Using REST for Real-time Monitoring

# Wrong - wastes rate limits
while True:
    ticker = exchange.fetch_ticker('BTC/USDT')  # REST
    print(ticker['last'])
    exchange.sleep(1000)

# Correct - use WebSocket
import ccxt.pro as ccxtpro

async def correct():
    exchange = ccxtpro.binance()
    while True:
        ticker = await exchange.watch_ticker('BTC/USDT')  # WebSocket
        print(ticker['last'])
    await exchange.close()

Troubleshooting

Common Issues

1. “ModuleNotFoundError: No module named ‘ccxt'”

• Solution: Run pip install ccxt

2. “RateLimitExceeded”

• Solution: Enable rate limiter: 'enableRateLimit': True
• Or add manual delays between requests

3. “AuthenticationError”

• Solution: Check API key and secret
• Verify API key permissions on exchange
• Check system clock is synced (use NTP)

4. “InvalidNonce”

• Solution: Sync system clock
• Use only one exchange instance per API key

5. “InsufficientFunds”

• Solution: Check available balance (balance['BTC']['free'])
• Account for trading fees

6. “ExchangeNotAvailable”

• Solution: Check exchange status/maintenance
• Retry after a delay

7. SSL/Certificate errors

• Solution: Update certifi: pip install --upgrade certifi

8. Slow performance

• Solution: Install performance enhancements:
  • pip install orjson (faster JSON)
  • pip install coincurve (faster signing)

Debugging

# Enable verbose logging
exchange.verbose = True

# Check exchange capabilities
print(exchange.has)
# {
#   'fetchTicker': True,
#   'fetchOrderBook': True,
#   'createOrder': True,
#   ...
# }

# Check market information
print(exchange.markets['BTC/USDT'])

# Check last request/response
print(exchange.last_http_response)
print(exchange.last_json_response)

Learn More

• CCXT Manual
• CCXT Pro Documentation
• Supported Exchanges
• GitHub Repository