import csv import logging import sys from collections import OrderedDict from operator import itemgetter from pathlib import Path from typing import Any, Dict, List import arrow import rapidjson from colorama import init as colorama_init from tabulate import tabulate from freqtrade.configuration import (Configuration, TimeRange, remove_credentials, validate_config_consistency) from freqtrade.configuration.directory_operations import (copy_sample_files, create_userdata_dir) from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY from freqtrade.data.history import (convert_trades_to_ohlcv, refresh_backtest_ohlcv_data, refresh_backtest_trades_data) from freqtrade.exceptions import OperationalException from freqtrade.exchange import (available_exchanges, ccxt_exchanges, market_is_active, symbol_is_pair) from freqtrade.misc import plural, render_template from freqtrade.resolvers import ExchangeResolver, StrategyResolver from freqtrade.state import RunMode logger = logging.getLogger(__name__) def setup_utils_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str, Any]: """ Prepare the configuration for utils subcommands :param args: Cli args from Arguments() :return: Configuration """ configuration = Configuration(args, method) config = configuration.get_config() # Ensure we do not use Exchange credentials remove_credentials(config) validate_config_consistency(config) return config def start_download_data(args: Dict[str, Any]) -> None: """ Download data (former download_backtest_data.py script) """ config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE) timerange = TimeRange() if 'days' in config: time_since = arrow.utcnow().shift(days=-config['days']).strftime("%Y%m%d") timerange = TimeRange.parse_timerange(f'{time_since}-') if 'pairs' not in config: raise OperationalException( "Downloading data requires a list of pairs. " "Please check the documentation on how to configure this.") logger.info(f'About to download pairs: {config["pairs"]}, ' f'intervals: {config["timeframes"]} to {config["datadir"]}') pairs_not_available: List[str] = [] # Init exchange exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config) try: if config.get('download_trades'): pairs_not_available = refresh_backtest_trades_data( exchange, pairs=config["pairs"], datadir=config['datadir'], timerange=timerange, erase=config.get("erase")) # Convert downloaded trade data to different timeframes convert_trades_to_ohlcv( pairs=config["pairs"], timeframes=config["timeframes"], datadir=config['datadir'], timerange=timerange, erase=config.get("erase")) else: pairs_not_available = refresh_backtest_ohlcv_data( exchange, pairs=config["pairs"], timeframes=config["timeframes"], datadir=config['datadir'], timerange=timerange, erase=config.get("erase")) except KeyboardInterrupt: sys.exit("SIGINT received, aborting ...") finally: if pairs_not_available: logger.info(f"Pairs [{','.join(pairs_not_available)}] not available " f"on exchange {exchange.name}.") def start_test_pairlist(args: Dict[str, Any]) -> None: """ Test Pairlist configuration """ from freqtrade.pairlist.pairlistmanager import PairListManager config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE) exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False) quote_currencies = args.get('quote_currencies') if not quote_currencies: quote_currencies = [config.get('stake_currency')] results = {} for curr in quote_currencies: config['stake_currency'] = curr # Do not use ticker_interval set in the config pairlists = PairListManager(exchange, config) pairlists.refresh_pairlist() results[curr] = pairlists.whitelist for curr, pairlist in results.items(): if not args.get('print_one_column', False): print(f"Pairs for {curr}: ") if args.get('print_one_column', False): print('\n'.join(pairlist)) elif args.get('list_pairs_print_json', False): print(rapidjson.dumps(list(pairlist), default=str)) else: print(pairlist)