import logging from copy import deepcopy from typing import Any, Dict from jsonschema import Draft4Validator, validators from jsonschema.exceptions import ValidationError, best_match from freqtrade import constants from freqtrade.enums import RunMode from freqtrade.exceptions import OperationalException logger = logging.getLogger(__name__) def _extend_validator(validator_class): """ Extended validator for the Freqtrade configuration JSON Schema. Currently it only handles defaults for subschemas. """ validate_properties = validator_class.VALIDATORS['properties'] def set_defaults(validator, properties, instance, schema): for prop, subschema in properties.items(): if 'default' in subschema: instance.setdefault(prop, subschema['default']) for error in validate_properties( validator, properties, instance, schema, ): yield error return validators.extend( validator_class, {'properties': set_defaults} ) FreqtradeValidator = _extend_validator(Draft4Validator) def validate_config_schema(conf: Dict[str, Any]) -> Dict[str, Any]: """ Validate the configuration follow the Config Schema :param conf: Config in JSON format :return: Returns the config if valid, otherwise throw an exception """ conf_schema = deepcopy(constants.CONF_SCHEMA) if conf.get('runmode', RunMode.OTHER) in (RunMode.DRY_RUN, RunMode.LIVE): conf_schema['required'] = constants.SCHEMA_TRADE_REQUIRED elif conf.get('runmode', RunMode.OTHER) in (RunMode.BACKTEST, RunMode.HYPEROPT): conf_schema['required'] = constants.SCHEMA_BACKTEST_REQUIRED else: conf_schema['required'] = constants.SCHEMA_MINIMAL_REQUIRED try: FreqtradeValidator(conf_schema).validate(conf) return conf except ValidationError as e: logger.critical( f"Invalid configuration. Reason: {e}" ) raise ValidationError( best_match(Draft4Validator(conf_schema).iter_errors(conf)).message ) def validate_config_consistency(conf: Dict[str, Any]) -> None: """ Validate the configuration consistency. Should be ran after loading both configuration and strategy, since strategies can set certain configuration settings too. :param conf: Config in JSON format :return: Returns None if everything is ok, otherwise throw an OperationalException """ # validating trailing stoploss _validate_trailing_stoploss(conf) _validate_price_config(conf) _validate_edge(conf) _validate_whitelist(conf) _validate_protections(conf) _validate_unlimited_amount(conf) _validate_ask_orderbook(conf) # validate configuration before returning logger.info('Validating configuration ...') validate_config_schema(conf) def _validate_unlimited_amount(conf: Dict[str, Any]) -> None: """ If edge is disabled, either max_open_trades or stake_amount need to be set. :raise: OperationalException if config validation failed """ if (not conf.get('edge', {}).get('enabled') and conf.get('max_open_trades') == float('inf') and conf.get('stake_amount') == constants.UNLIMITED_STAKE_AMOUNT): raise OperationalException("`max_open_trades` and `stake_amount` cannot both be unlimited.") def _validate_price_config(conf: Dict[str, Any]) -> None: """ When using market orders, price sides must be using the "other" side of the price """ if (conf.get('order_types', {}).get('buy') == 'market' and conf.get('bid_strategy', {}).get('price_side') != 'ask'): raise OperationalException('Market buy orders require bid_strategy.price_side = "ask".') if (conf.get('order_types', {}).get('sell') == 'market' and conf.get('ask_strategy', {}).get('price_side') != 'bid'): raise OperationalException('Market sell orders require ask_strategy.price_side = "bid".') def _validate_trailing_stoploss(conf: Dict[str, Any]) -> None: if conf.get('stoploss') == 0.0: raise OperationalException( 'The config stoploss needs to be different from 0 to avoid problems with sell orders.' ) # Skip if trailing stoploss is not activated if not conf.get('trailing_stop', False): return tsl_positive = float(conf.get('trailing_stop_positive', 0)) tsl_offset = float(conf.get('trailing_stop_positive_offset', 0)) tsl_only_offset = conf.get('trailing_only_offset_is_reached', False) if tsl_only_offset: if tsl_positive == 0.0: raise OperationalException( 'The config trailing_only_offset_is_reached needs ' 'trailing_stop_positive_offset to be more than 0 in your config.') if tsl_positive > 0 and 0 < tsl_offset <= tsl_positive: raise OperationalException( 'The config trailing_stop_positive_offset needs ' 'to be greater than trailing_stop_positive in your config.') # Fetch again without default if 'trailing_stop_positive' in conf and float(conf['trailing_stop_positive']) == 0.0: raise OperationalException( 'The config trailing_stop_positive needs to be different from 0 ' 'to avoid problems with sell orders.' ) def _validate_edge(conf: Dict[str, Any]) -> None: """ Edge and Dynamic whitelist should not both be enabled, since edge overrides dynamic whitelists. """ if not conf.get('edge', {}).get('enabled'): return if not conf.get('use_sell_signal', True): raise OperationalException( "Edge requires `use_sell_signal` to be True, otherwise no sells will happen." ) def _validate_whitelist(conf: Dict[str, Any]) -> None: """ Dynamic whitelist does not require pair_whitelist to be set - however StaticWhitelist does. """ if conf.get('runmode', RunMode.OTHER) in [RunMode.OTHER, RunMode.PLOT, RunMode.UTIL_NO_EXCHANGE, RunMode.UTIL_EXCHANGE]: return for pl in conf.get('pairlists', [{'method': 'StaticPairList'}]): if (pl.get('method') == 'StaticPairList' and not conf.get('exchange', {}).get('pair_whitelist')): raise OperationalException("StaticPairList requires pair_whitelist to be set.") def _validate_protections(conf: Dict[str, Any]) -> None: """ Validate protection configuration validity """ for prot in conf.get('protections', []): if ('stop_duration' in prot and 'stop_duration_candles' in prot): raise OperationalException( "Protections must specify either `stop_duration` or `stop_duration_candles`.\n" f"Please fix the protection {prot.get('method')}" ) if ('lookback_period' in prot and 'lookback_period_candles' in prot): raise OperationalException( "Protections must specify either `lookback_period` or `lookback_period_candles`.\n" f"Please fix the protection {prot.get('method')}" ) def _validate_ask_orderbook(conf: Dict[str, Any]) -> None: ask_strategy = conf.get('ask_strategy', {}) ob_min = ask_strategy.get('order_book_min') ob_max = ask_strategy.get('order_book_max') if ob_min is not None and ob_max is not None and ask_strategy.get('use_order_book'): if ob_min != ob_max: raise OperationalException( "Using order_book_max != order_book_min in ask_strategy is no longer supported." "Please pick one value and use `order_book_top` in the future." ) else: # Move value to order_book_top ask_strategy['order_book_top'] = ob_min logger.warning( "DEPRECATED: " "Please use `order_book_top` instead of `order_book_min` and `order_book_max` " "for your `ask_strategy` configuration." )