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long_term_account_strategy.py
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long_term_account_strategy.py
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"""
Long term account strategy
https://app.composer.trade/symphony/iptXKvpNqUuYcUwH8mIB
"""
from datetime import datetime
from datetime import timedelta
from stockstats import StockDataFrame
from common.market import download_ticker_data
from common.tele_notifier import pushover_send_message
def under_moving_average(symbol, sma_days):
df = get_ticker_data(symbol)
ma = df[f"close_{sma_days}_sma"][-1]
print(f"{sma_days} MA of {symbol} is {round(ma, 2)}")
return ma
def get_ticker_data(
symbol, start_date=datetime.now() - timedelta(days=365), end_date=datetime.now()
):
return StockDataFrame.retype(
download_ticker_data(
symbol,
start=(start_date.strftime("%Y-%m-%d")),
end=(end_date.strftime("%Y-%m-%d")),
)
)
def simple_beta_baller_signal():
if relative_strength_index("BIL", 5) < relative_strength_index("IBTK", 7):
report = "BIL RSI(5) < IBTK RSI(7)"
if relative_strength_index("SPY", 6) > 75:
report += "\nSPY RSI(6) > 75"
if under_moving_average("SPY", 200):
report += "\nSPY < 200 SMA"
return report + "\nBuy SQQQ"
else:
report += "\nSPY > 200 SMA"
return report + "\nIn CASH"
else:
report += "\nSPY RSI(6) < 75"
return report + "\nBuy TQQQ"
else:
report = "BIL RSI(5) > IBTK RSI(7)"
if relative_strength_index("BND", 10) < relative_strength_index("HIBL", 10):
report += "\nBND RSI(10) < HIBL RSI(10)"
if under_moving_average("SPY", 200):
report += "\nSPY < 200 SMA"
return report + "\nBuy SQQQ"
else:
report += "\nSPY > 200 SMA"
return report + "\nIn CASH"
else:
report += "\nBND RSI(10) > HIBL RSI(10)"
return report + "\nBuy TQQQ"
def relative_strength_index(symbol, days):
df = get_ticker_data(symbol)
rsi = df[f"rsi_{days}"][-1]
print(f"{days} RSI of {symbol} is {round(rsi, 2)}")
return rsi
if __name__ == "__main__":
result = simple_beta_baller_signal()
signal = f"{datetime.now().strftime('%Y-%m-%d')} - {result}"
pushover_send_message("Long Term Account Rebalance", result)
print(result)