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chore: revert unnecessary edits
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@@ -175,11 +175,11 @@ def calculate_underwater(
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@dataclass()
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class DrawDownResult:
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# Max drawdown fields
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drawdown_abs: float = 0.0
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high_date: pd.Timestamp = None
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low_date: pd.Timestamp = None
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high_value: float = 0.0
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low_value: float = 0.0
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drawdown_abs: float = 0.0
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relative_account_drawdown: float = 0.0
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# Current drawdown fields
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current_high_date: pd.Timestamp = None
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@@ -208,14 +208,10 @@ def calculate_max_drawdown(
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relative account drawdown, and current drawdown information.
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:raise: ValueError if trade-dataframe was found empty.
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"""
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if len(trades) == 0:
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raise ValueError("Trade dataframe empty.")
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# Sort trades by close date
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profit_results = trades.sort_values(date_col).reset_index(drop=True)
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# Get drawdown data
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max_drawdown_df = _calc_drawdown_series(
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profit_results, date_col=date_col, value_col=value_col, starting_balance=starting_balance
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)
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@@ -231,7 +227,6 @@ def calculate_max_drawdown(
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low_date = profit_results.loc[idxmin, date_col]
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high_val = max_drawdown_df.loc[high_idx, "cumulative"]
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low_val = max_drawdown_df.loc[idxmin, "cumulative"]
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max_drawdown_abs = abs(max_drawdown_df.loc[idxmin, "drawdown"])
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max_drawdown_rel = max_drawdown_df.loc[idxmin, "drawdown_relative"]
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# Calculate current drawdown
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@@ -242,13 +237,13 @@ def calculate_max_drawdown(
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current_drawdown_abs = current_high_value - current_cumulative
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current_drawdown_relative = max_drawdown_df.iloc[-1]["drawdown_relative"]
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result = DrawDownResult(
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return DrawDownResult(
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# Max drawdown
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drawdown_abs=abs(max_drawdown_df.loc[idxmin, "drawdown"]),
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high_date=high_date,
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low_date=low_date,
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high_value=high_val,
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low_value=low_val,
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drawdown_abs=max_drawdown_abs,
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relative_account_drawdown=max_drawdown_rel,
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# Current drawdown
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current_high_date=current_high_date,
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@@ -257,8 +252,6 @@ def calculate_max_drawdown(
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current_relative_account_drawdown=current_drawdown_relative,
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)
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return result
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def calculate_csum(trades: pd.DataFrame, starting_balance: float = 0) -> tuple[float, float]:
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"""
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@@ -611,17 +611,18 @@ class RPC:
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)
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expectancy, expectancy_ratio = calculate_expectancy(trades_df)
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max_drawdown = DrawDownResult()
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drawdown = DrawDownResult()
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if len(trades_df) > 0:
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try:
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max_drawdown = calculate_max_drawdown(
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drawdown = calculate_max_drawdown(
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trades_df,
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value_col="profit_abs",
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date_col="close_date_dt",
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starting_balance=starting_balance,
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)
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except ValueError:
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# ValueError if no losing trade.
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pass
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profit_all_fiat = (
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@@ -672,19 +673,19 @@ class RPC:
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"winrate": winrate,
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"expectancy": expectancy,
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"expectancy_ratio": expectancy_ratio,
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"max_drawdown": max_drawdown.relative_account_drawdown,
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"max_drawdown_abs": max_drawdown.drawdown_abs,
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"max_drawdown_start": format_date(max_drawdown.high_date),
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"max_drawdown_start_timestamp": dt_ts_def(max_drawdown.high_date),
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"max_drawdown_end": format_date(max_drawdown.low_date),
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"max_drawdown_end_timestamp": dt_ts_def(max_drawdown.low_date),
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"drawdown_high": max_drawdown.high_value,
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"drawdown_low": max_drawdown.low_value,
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"current_drawdown": max_drawdown.current_relative_account_drawdown,
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"current_drawdown_abs": max_drawdown.current_drawdown_abs,
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"current_drawdown_high": max_drawdown.current_high_value,
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"current_drawdown_start": format_date(max_drawdown.current_high_date),
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"current_drawdown_start_timestamp": dt_ts_def(max_drawdown.current_high_date),
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"max_drawdown": drawdown.relative_account_drawdown,
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"max_drawdown_abs": drawdown.drawdown_abs,
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"max_drawdown_start": format_date(drawdown.high_date),
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"max_drawdown_start_timestamp": dt_ts_def(drawdown.high_date),
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"max_drawdown_end": format_date(drawdown.low_date),
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"max_drawdown_end_timestamp": dt_ts_def(drawdown.low_date),
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"drawdown_high": drawdown.high_value,
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"drawdown_low": drawdown.low_value,
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"current_drawdown": drawdown.current_relative_account_drawdown,
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"current_drawdown_abs": drawdown.current_drawdown_abs,
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"current_drawdown_high": drawdown.current_high_value,
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"current_drawdown_start": format_date(drawdown.current_high_date),
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"current_drawdown_start_timestamp": dt_ts_def(drawdown.current_high_date),
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"trading_volume": trading_volume,
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"bot_start_timestamp": dt_ts_def(bot_start, 0),
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"bot_start_date": format_date(bot_start),
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