Merge branch 'develop' into feat/externalsignals

This commit is contained in:
Timothy Pogue
2022-09-08 10:19:23 -06:00
19 changed files with 551 additions and 178 deletions

View File

@@ -1,3 +1,5 @@
from typing import Optional
import pandas as pd
from freqtrade.exchange import timeframe_to_minutes
@@ -6,7 +8,8 @@ from freqtrade.exchange import timeframe_to_minutes
def merge_informative_pair(dataframe: pd.DataFrame, informative: pd.DataFrame,
timeframe: str, timeframe_inf: str, ffill: bool = True,
append_timeframe: bool = True,
date_column: str = 'date') -> pd.DataFrame:
date_column: str = 'date',
suffix: Optional[str] = None) -> pd.DataFrame:
"""
Correctly merge informative samples to the original dataframe, avoiding lookahead bias.
@@ -28,6 +31,8 @@ def merge_informative_pair(dataframe: pd.DataFrame, informative: pd.DataFrame,
:param ffill: Forwardfill missing values - optional but usually required
:param append_timeframe: Rename columns by appending timeframe.
:param date_column: A custom date column name.
:param suffix: A string suffix to add at the end of the informative columns. If specified,
append_timeframe must be false.
:return: Merged dataframe
:raise: ValueError if the secondary timeframe is shorter than the dataframe timeframe
"""
@@ -50,10 +55,16 @@ def merge_informative_pair(dataframe: pd.DataFrame, informative: pd.DataFrame,
# Rename columns to be unique
date_merge = 'date_merge'
if append_timeframe:
if suffix and append_timeframe:
raise ValueError("You can not specify `append_timeframe` as True and a `suffix`.")
elif append_timeframe:
date_merge = f'date_merge_{timeframe_inf}'
informative.columns = [f"{col}_{timeframe_inf}" for col in informative.columns]
elif suffix:
date_merge = f'date_merge_{suffix}'
informative.columns = [f"{col}_{suffix}" for col in informative.columns]
# Combine the 2 dataframes
# all indicators on the informative sample MUST be calculated before this point
if ffill: