Overall Statistics
Total Trades
0
Average Win
0%
Average Loss
0%
Compounding Annual Return
0%
Drawdown
0%
Expectancy
0
Net Profit
0%
Sharpe Ratio
0
Probabilistic Sharpe Ratio
0%
Loss Rate
0%
Win Rate
0%
Profit-Loss Ratio
0
Alpha
0
Beta
0
Annual Standard Deviation
0
Annual Variance
0
Information Ratio
-0.076
Tracking Error
0.452
Treynor Ratio
0
Total Fees
$0.00
 
import pandas as pd
from io import StringIO
class QuantumNadionFlange(QCAlgorithm):
    DATA_OSK = "data_key"
    FILE_URL = "https://www.dropbox.com/s/8v6z949n25hyk9o/custom_weather_data.csv?dl=1"
    def Initialize(self):
        self.SetStartDate(2019, 12, 11)  
        self.SetCash(100000)  
    
        if self.ObjectStore.ContainsKey(self.DATA_OSK):
            json_data = self.ObjectStore.Read(self.DATA_OSK)
            df = pd.read_json(json_data)
            self.Debug(df.head())
            self.Quit()
        # once ran once, set Dropbox file to private
        else:
            file = self.Download(self.FILE_URL)
            df = pd.read_csv(StringIO(file))
            self.ObjectStore.Save(self.DATA_OSK, df.to_json())
            self.Quit(f'Object saved at {DATA_OSK}')