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# setup EMA indicator values
def setup_ema():
    
    ticksAgo = datetime.datetime.now() - timedelta(hours= 24)
    candlesticks = client.get_historical_klines(EXCHANGE, Client.KLINE_INTERVAL_3MINUTE, str(ticksAgo))

    for candle in candlesticks:
        del candle[-6:]
    
    ema = pd.DataFrame(candlesticks, columns=['date', EXCHANGE+'_O', EXCHANGE+'_H', \

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def telegram_EMA(sma, back=50, show=False):
    
    file = 'EMAs.jpg'

    ax = sma[-back:].plot(y="BTCUSDT_C", kind="line", color="k", \
                          linewidth=3, use_index=True, x_compat=True, \
                          rot=25, linestyle='-', figsize=(6, 5))
    sma[-back:].plot(y="EMA20", kind="line", ax=ax, color="y", \
                     x_compat=True, rot=25, linestyle=':', figsize=(6, 5))
    sma[-back:].plot(y="EMA50", kind="line", ax=ax, color="r", \

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file = "stats.jpg"

# create your own numerical lists here...
days = [30, 21, 14, 5, 2]
data = [10, 19, 6, 34, 12]

labels = days
plt.xticks(range(len(data)), labels)
plt.xlabel('Days')
plt.ylabel('% Position Gain')

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dateFrom = '2022-08-05 12:00:00'
positionData = getPositionInfo(startDate=timezoneGMT(parser.parse(dateFrom)), exchange='BTCUSDT')

file = coin +'.jpg'
ax = plt.gca()
dateFrom = str(timezoneGMT(parser.parse(dateFrom)))
positionData.plot(kind='line',x='date',y=coin[:3],ax=ax, marker='.', \
                  title= coin[:3] +" since "+dateFrom)

plt.savefig(file, bbox_inches='tight')

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client = Client(config.BINANCE_API_KEY, config.BINANCE_API_SECRET, tld='us')

def getPositionInfo(startDate=None, exchange='BTCUSDT'):
    if not startDate:
        return

    candlesticks = client.get_historical_klines(exchange, Client.KLINE_INTERVAL_1HOUR, str(startDate))
    # trim each candle
    for candle in candlesticks:
        del candle[-6:]

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buyingQty, sellingQty = getBuyingDataETH(side='SELL')
# SHORT SELL order
headers={"Authorization":CMclient.bearerToken, 'Content-Type': 'application/x-www-form-urlencoded'}
payload = {'orderType':'limit', 'buyingCurrency':'USD', 'sellingCurrency':'ETH',
           'buyingQty':buyingQty, 'sellingQty':sellingQty, 'margin':'true', 'userData':'foo'}

response = requests.request("POST", f'{COINMETRO}/exchange/orders/create', headers=headers, data=payload)
responseJson = json.loads(response._content)
orderID = responseJson['orderID']
print(responseJson)

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    payload = {'orderType':'market', 'buyingCurrency':'USD', 'sellingCurrency':coin,
               'sellingQty':pSize, 'margin':'true'}

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def getBuyingDataETH(side, usd=None, eth=None):
    book = CMclient.get_full_book('ETHUSD')
    topBid = float(list(book['book']['bid'].items())[0][0])
    topAsk = float(list(book['book']['ask'].items())[0][0])
    spread = topAsk-topBid
    print('bid', topBid, 'ask', topAsk, 'spread', spread, '%', spread/topAsk*100)
    if side=='SELL':
        sellingQty = eth
        buyingQty = eth*topAsk

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payload = {'orderType':'limit', 'buyingCurrency':'ETH', 'sellingCurrency':'USD',
           'buyingQty':buyingQty, 'sellingQty':sellingQty}

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def getAmountETH(positionSize, timeFrom):
    checkToken()
    latestPrice = CMclient.get_latest_trades(pair='ETHUSD', From=timeFrom)['tickHistory'][-1]['price']
    buyAmount = float("{:.4f}".format(positionSize/latestPrice))
    return latestPrice, buyAmount