stable/freqtrade/commands/analyze_commands.py

64 lines
2.1 KiB
Python
Executable File

import logging
from pathlib import Path
from typing import Any, Dict
from freqtrade.configuration import setup_utils_configuration
from freqtrade.enums import RunMode
from freqtrade.exceptions import OperationalException
logger = logging.getLogger(__name__)
def setup_analyze_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str, Any]:
"""
Prepare the configuration for the entry/exit reason analysis module
:param args: Cli args from Arguments()
:param method: Bot running mode
:return: Configuration
"""
config = setup_utils_configuration(args, method)
no_unlimited_runmodes = {
RunMode.BACKTEST: 'backtesting',
}
if method in no_unlimited_runmodes.keys():
from freqtrade.data.btanalysis import get_latest_backtest_filename
btfile = Path(get_latest_backtest_filename(config['user_data_dir'] / 'backtest_results'))
signals_file = f"{btfile.stem}_signals.pkl"
if (not (config['user_data_dir'] / 'backtest_results' / signals_file).exists()):
raise OperationalException(
"Cannot find latest backtest signals file. Run backtesting with --export signals."
)
if ('strategy' not in config):
raise OperationalException(
"No strategy defined. Use --strategy or supply in config."
)
return config
def start_analysis_entries_exits(args: Dict[str, Any]) -> None:
"""
Start analysis script
:param args: Cli args from Arguments()
:return: None
"""
from freqtrade.data.entryexitanalysis import process_entry_exit_reasons
# Initialize configuration
config = setup_analyze_configuration(args, RunMode.BACKTEST)
logger.info('Starting freqtrade in analysis mode')
process_entry_exit_reasons(Path(config['user_data_dir'], 'backtest_results'),
config['exchange']['pair_whitelist'],
config['analysis_groups'],
config['enter_reason_list'],
config['exit_reason_list'],
config['indicator_list']
)