import argparse import enum import json import logging import time import os from typing import Any, Callable, Dict, List from jsonschema import Draft4Validator, validate from jsonschema.exceptions import ValidationError, best_match from wrapt import synchronized from freqtrade import __version__ logger = logging.getLogger(__name__) def file_dump_json(filename, data): with open(filename, 'w') as fp: json.dump(data, fp) class State(enum.Enum): RUNNING = 0 STOPPED = 1 # Current application state _STATE = State.STOPPED @synchronized def update_state(state: State) -> None: """ Updates the application state :param state: new state :return: None """ global _STATE _STATE = state @synchronized def get_state() -> State: """ Gets the current application state :return: """ return _STATE def load_config(path: str) -> Dict: """ Loads a config file from the given path :param path: path as str :return: configuration as dictionary """ with open(path) as file: conf = json.load(file) if 'internals' not in conf: conf['internals'] = {} logger.info('Validating configuration ...') try: validate(conf, CONF_SCHEMA) return conf except ValidationError as exception: logger.fatal('Invalid configuration. See config.json.example. Reason: %s', exception) raise ValidationError( best_match(Draft4Validator(CONF_SCHEMA).iter_errors(conf)).message ) def throttle(func: Callable[..., Any], min_secs: float, *args, **kwargs) -> Any: """ Throttles the given callable that it takes at least `min_secs` to finish execution. :param func: Any callable :param min_secs: minimum execution time in seconds :return: Any """ start = time.time() result = func(*args, **kwargs) end = time.time() duration = max(min_secs - (end - start), 0.0) logger.debug('Throttling %s for %.2f seconds', func.__name__, duration) time.sleep(duration) return result def common_args_parser(description: str): """ Parses given common arguments and returns them as a parsed object. """ parser = argparse.ArgumentParser( description=description ) parser.add_argument( '-v', '--verbose', help='be verbose', action='store_const', dest='loglevel', const=logging.DEBUG, default=logging.INFO, ) parser.add_argument( '--version', action='version', version='%(prog)s {}'.format(__version__), ) parser.add_argument( '-c', '--config', help='specify configuration file (default: config.json)', dest='config', default='config.json', type=str, metavar='PATH', ) return parser def parse_args(args: List[str], description: str): """ Parses given arguments and returns an argparse Namespace instance. Returns None if a sub command has been selected and executed. """ parser = common_args_parser(description) parser.add_argument( '--dry-run-db', help='Force dry run to use a local DB "tradesv3.dry_run.sqlite" \ instead of memory DB. Work only if dry_run is enabled.', action='store_true', dest='dry_run_db', ) parser.add_argument( '-dd', '--datadir', help='path to backtest data (default freqdata/tests/testdata', dest='datadir', default=os.path.join('freqtrade', 'tests', 'testdata'), type=str, metavar='PATH', ) parser.add_argument( '--dynamic-whitelist', help='dynamically generate and update whitelist \ based on 24h BaseVolume (Default 20 currencies)', # noqa dest='dynamic_whitelist', const=20, type=int, metavar='INT', nargs='?', ) build_subcommands(parser) return parser.parse_args(args) def build_subcommands(parser: argparse.ArgumentParser) -> None: """ Builds and attaches all subcommands """ from freqtrade.optimize import backtesting, hyperopt subparsers = parser.add_subparsers(dest='subparser') # Add backtesting subcommand backtesting_cmd = subparsers.add_parser('backtesting', help='backtesting module') backtesting_cmd.set_defaults(func=backtesting.start) backtesting_cmd.add_argument( '-l', '--live', action='store_true', dest='live', help='using live data', ) backtesting_cmd.add_argument( '-i', '--ticker-interval', help='specify ticker interval in minutes (default: 5)', dest='ticker_interval', default=5, type=int, metavar='INT', ) backtesting_cmd.add_argument( '--realistic-simulation', help='uses max_open_trades from config to simulate real world limitations', action='store_true', dest='realistic_simulation', ) backtesting_cmd.add_argument( '-r', '--refresh-pairs-cached', help='refresh the pairs files in tests/testdata with the latest data from Bittrex. \ Use it if you want to run your backtesting with up-to-date data.', action='store_true', dest='refresh_pairs', ) # Add hyperopt subcommand hyperopt_cmd = subparsers.add_parser('hyperopt', help='hyperopt module') hyperopt_cmd.set_defaults(func=hyperopt.start) hyperopt_cmd.add_argument( '-e', '--epochs', help='specify number of epochs (default: 100)', dest='epochs', default=100, type=int, metavar='INT', ) hyperopt_cmd.add_argument( '--use-mongodb', help='parallelize evaluations with mongodb (requires mongod in PATH)', dest='mongodb', action='store_true', ) hyperopt_cmd.add_argument( '-i', '--ticker-interval', help='specify ticker interval in minutes (default: 5)', dest='ticker_interval', default=5, type=int, metavar='INT', ) # Required json-schema for user specified config CONF_SCHEMA = { 'type': 'object', 'properties': { 'max_open_trades': {'type': 'integer', 'minimum': 1}, 'ticker_interval': {'type': 'integer', 'minimum':1, 'maximum':1440}, 'stake_currency': {'type': 'string', 'enum': ['BTC', 'ETH', 'USDT']}, 'stake_amount': {'type': 'number', 'minimum': 0.0005}, 'fiat_display_currency': {'type': 'string', 'enum': ['AUD', 'BRL', 'CAD', 'CHF', 'CLP', 'CNY', 'CZK', 'DKK', 'EUR', 'GBP', 'HKD', 'HUF', 'IDR', 'ILS', 'INR', 'JPY', 'KRW', 'MXN', 'MYR', 'NOK', 'NZD', 'PHP', 'PKR', 'PLN', 'RUB', 'SEK', 'SGD', 'THB', 'TRY', 'TWD', 'ZAR', 'USD']}, 'dry_run': {'type': 'boolean'}, 'minimal_roi': { 'type': 'object', 'patternProperties': { '^[0-9.]+$': {'type': 'number'} }, 'minProperties': 1 }, 'stoploss': {'type': 'number', 'maximum': 0, 'exclusiveMaximum': True}, 'unfilledtimeout': {'type': 'integer', 'minimum': 0}, 'bid_strategy': { 'type': 'object', 'properties': { 'ask_last_balance': { 'type': 'number', 'minimum': 0, 'maximum': 1, 'exclusiveMaximum': False }, }, 'required': ['ask_last_balance'] }, 'exchange': {'$ref': '#/definitions/exchange'}, 'experimental': { 'type': 'object', 'properties': { 'use_sell_signal': {'type': 'boolean'}, 'sell_profit_only': {'type': 'boolean'} } }, 'telegram': { 'type': 'object', 'properties': { 'enabled': {'type': 'boolean'}, 'token': {'type': 'string'}, 'chat_id': {'type': 'string'}, }, 'required': ['enabled', 'token', 'chat_id'] }, 'initial_state': {'type': 'string', 'enum': ['running', 'stopped']}, 'internals': { 'type': 'object', 'properties': { 'process_throttle_secs': {'type': 'number'}, 'interval': {'type': 'integer'} } } }, 'definitions': { 'exchange': { 'type': 'object', 'properties': { 'name': {'type': 'string'}, 'key': {'type': 'string'}, 'secret': {'type': 'string'}, 'pair_whitelist': { 'type': 'array', 'items': { 'type': 'string', 'pattern': '^[0-9A-Z]+_[0-9A-Z]+$' }, 'uniqueItems': True }, 'pair_blacklist': { 'type': 'array', 'items': { 'type': 'string', 'pattern': '^[0-9A-Z]+_[0-9A-Z]+$' }, 'uniqueItems': True } }, 'required': ['name', 'key', 'secret', 'pair_whitelist'] } }, 'anyOf': [ {'required': ['exchange']} ], 'required': [ 'max_open_trades', 'ticker_interval', 'stake_currency', 'stake_amount', 'fiat_display_currency', 'dry_run', 'minimal_roi', 'bid_strategy', 'telegram' ] }