Don't load hyperopts / optimize dependency tree if that module is not
used
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@@ -7,27 +7,22 @@ This module contains the hyperopt logic
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import logging
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import os
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import sys
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from argparse import Namespace
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from math import exp
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from operator import itemgetter
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from pathlib import Path
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from pprint import pprint
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from typing import Any, Dict, List
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from filelock import Timeout, FileLock
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from joblib import Parallel, delayed, dump, load, wrap_non_picklable_objects, cpu_count
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from pandas import DataFrame
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from skopt import Optimizer
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from skopt.space import Dimension
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from freqtrade import DependencyException
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from freqtrade.arguments import Arguments
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from freqtrade.configuration import Configuration
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from freqtrade.data.history import load_data, get_timeframe, validate_backtest_data
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from freqtrade.exchange import timeframe_to_minutes
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from freqtrade.optimize.backtesting import Backtesting
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from freqtrade.state import RunMode
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from freqtrade.resolvers import HyperOptResolver
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from freqtrade.resolvers.hyperopt_resolver import HyperOptResolver
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logger = logging.getLogger(__name__)
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@@ -342,62 +337,3 @@ class Hyperopt(Backtesting):
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self.save_trials()
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self.log_trials_result()
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def setup_configuration(args: Namespace) -> Dict[str, Any]:
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"""
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Prepare the configuration for the Hyperopt module
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:param args: Cli args from Arguments()
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:return: Configuration
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"""
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configuration = Configuration(args, RunMode.HYPEROPT)
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config = configuration.load_config()
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# Ensure we do not use Exchange credentials
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config['exchange']['key'] = ''
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config['exchange']['secret'] = ''
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if config.get('strategy') and config.get('strategy') != 'DefaultStrategy':
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logger.error("Please don't use --strategy for hyperopt.")
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logger.error(
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"Read the documentation at "
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"https://github.com/freqtrade/freqtrade/blob/develop/docs/hyperopt.md "
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"to understand how to configure hyperopt.")
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raise DependencyException("--strategy configured but not supported for hyperopt")
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return config
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def start(args: Namespace) -> None:
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"""
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Start Backtesting script
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:param args: Cli args from Arguments()
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:return: None
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"""
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# Initialize configuration
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config = setup_configuration(args)
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logger.info('Starting freqtrade in Hyperopt mode')
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lock = FileLock(HYPEROPT_LOCKFILE)
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try:
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with lock.acquire(timeout=1):
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# Remove noisy log messages
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logging.getLogger('hyperopt.tpe').setLevel(logging.WARNING)
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logging.getLogger('filelock').setLevel(logging.WARNING)
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# Initialize backtesting object
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hyperopt = Hyperopt(config)
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hyperopt.start()
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except Timeout:
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logger.info("Another running instance of freqtrade Hyperopt detected.")
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logger.info("Simultaneous execution of multiple Hyperopt commands is not supported. "
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"Hyperopt module is resource hungry. Please run your Hyperopts sequentially "
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"or on separate machines.")
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logger.info("Quitting now.")
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# TODO: return False here in order to help freqtrade to exit
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# with non-zero exit code...
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# Same in Edge and Backtesting start() functions.
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