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async macd
github-actions[bot] edited this page Jun 11, 2026
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# -*- coding: utf-8 -*-
from asyncio import gather, run
import pandas_ta as ta
import pandas as pd
import os
import sys
import ccxt.async_support as ccxt # noqa: E402
print('CCXT Version:', ccxt.__version__)
async def run_ohlcv_loop(exchange, symbol, timeframe, limit):
since = None
fast = 12
slow = 26
signal = 9
while True:
try:
ohlcv = await exchange.fetch_ohlcv(symbol, timeframe, since, limit)
if len(ohlcv):
df = pd.DataFrame(ohlcv, columns=['time', 'open', 'high', 'low', 'close', 'volume'])
macd = df.ta.macd(fast=fast, slow=slow, signal=signal)
df = pd.concat([df, macd], axis=1)
print('----------------------------------------------------------')
print(exchange.iso8601(exchange.milliseconds()), symbol, timeframe)
print(df[-signal:])
except Exception as e:
print(type(e).__name__, str(e))
async def main():
exchange = ccxt.binance()
timeframe = '1m'
limit = 50
symbols = [
'BTC/USDT',
'ETH/USDT',
]
loops = [run_ohlcv_loop(exchange, symbol, timeframe, limit) for symbol in symbols]
await gather(*loops)
await exchange.close()
run(main())(If the page is not being rendered for you, you can refer to the mirror at https://docs.ccxt.com/)
- Install
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- Supported Exchanges
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- fetchCurrencies
- alpaca
- apex
- ascendex
- aster
- backpack
- bigone
- binance
- bingx
- bit2c
- bitbank
- bitbns
- bitfinex
- bitflyer
- bitget
- bithumb
- bitmart
- bitmex
- bitopro
- bitrue
- bitso
- bitstamp
- bitteam
- bittrade
- bitvavo
- blockchaincom
- blofin
- btcbox
- btcmarkets
- btcturk
- bullish
- bybit
- bydfi
- cex
- coinbase
- coinbaseexchange
- coinbaseinternational
- coincheck
- coinex
- coinmate
- coinmetro
- coinone
- coinsph
- coinspot
- cryptocom
- cryptomus
- deepcoin
- delta
- deribit
- derive
- digifinex
- dydx
- exmo
- extended
- foxbit
- gate
- gemini
- grvt
- hashkey
- hibachi
- hitbtc
- hollaex
- htx
- hyperliquid
- independentreserve
- indodax
- kraken
- krakenfutures
- kucoin
- fetchBidsAsks
- latoken
- lbank
- lighter
- luno
- mercado
- mexc
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- ndax
- novadax
- okx
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- p2b
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- paradex
- paymium
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- tokocrypto
- toobit
- upbit
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- whitebit
- woo
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- xt
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- fetchStatus