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Chandelier Exit in Python
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def avg_true_range(self, df): | |
ind = range(0,len(df)) | |
indexlist = list(ind) | |
df.index = indexlist | |
for index, row in df.iterrows(): | |
if index != 0: | |
tr1 = row["High"] - row["Low"] | |
tr2 = abs(row["High"] - df.iloc[index-1]["Close"]) | |
tr3 = abs(row["Low"] - df.iloc[index-1]["Close"]) | |
true_range = max(tr1, tr2, tr3) | |
df.set_value(index,"True Range", true_range) | |
df["Avg TR"] = df["True Range"].rolling(min_periods=14, window=14, center=False).mean() | |
return df | |
def chandelier_exit(self, df): # default period is 22 | |
df_tr = self.avg_true_range(df) | |
rolling_high = df_tr["High"][-22:].max() | |
rolling_low = df_tr["Low"][-22:].max() | |
chandelier_long = rolling_high - df_tr.iloc[-1]["Avg TR"] * 3 | |
chandelier_short = rolling_low - df_tr.iloc[-1]["Avg TR"] * 3 | |
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