wiki/examples/py/async-fetch-ohlcv-indicators-discord-webhook.md
from asyncio import run, gather, ensure_future
import pandas_ta as ta
import pandas as pd
import ccxt.async_support as ccxt # noqa: E402
print('CCXT Version:', ccxt.__version__)
async def send_discord_webhook_messsage(exchange, symbol, message):
payload = {
"username": "Kj Bot Top 10 Coins 15 Min TF",
"content" : message
}
# change your webhook URL here
url = 'https://discord.com/api/webhooks/xxxxxxxxxxxxxxxxxx/xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'
method = 'POST'
headers = {'Content-Type': 'application/json'}
body = exchange.json(payload)
try:
await exchange.fetch(url, method, headers, body)
except Exception as e:
print(type(e).__name__, str(e))
async def run_ohlcv_loop(exchange, symbol, timeframe, limit):
since = None
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'])
rsi = df.ta.rsi()
df = pd.concat([df,rsi], axis=1)
last_row = df.iloc[-1]
previous_row = df.iloc[-2]
if last_row['RSI_14'] and previous_row['RSI_14']:
now = exchange.milliseconds()
iso8601 = exchange.iso8601(now)
print(iso8601, timeframe, symbol, '\tRSI_14 =', last_row['RSI_14'])
rsienterob = previous_row['RSI_14'] < 70 and last_row['RSI_14'] > 70
if rsienterob:
message = iso8601 + ' ' + timeframe + ' ' + symbol + ' is entering overbought zone'
print(message)
ensure_future(send_discord_webhook_messsage(exchange, symbol, message))
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())