# pragma pylint: disable=too-few-public-methods """ bot constants """ from typing import Any, Dict, List, Literal, Optional, Tuple from freqtrade.enums import CandleType, PriceType, RPCMessageType DOCS_LINK = "https://www.freqtrade.io/en/stable" DEFAULT_CONFIG = "config.json" PROCESS_THROTTLE_SECS = 5 # sec HYPEROPT_EPOCH = 100 # epochs RETRY_TIMEOUT = 30 # sec TIMEOUT_UNITS = ["minutes", "seconds"] EXPORT_OPTIONS = ["none", "trades", "signals"] DEFAULT_DB_PROD_URL = "sqlite:///tradesv3.sqlite" DEFAULT_DB_DRYRUN_URL = "sqlite:///tradesv3.dryrun.sqlite" UNLIMITED_STAKE_AMOUNT = "unlimited" DEFAULT_AMOUNT_RESERVE_PERCENT = 0.05 REQUIRED_ORDERTIF = ["entry", "exit"] REQUIRED_ORDERTYPES = ["entry", "exit", "stoploss", "stoploss_on_exchange"] PRICING_SIDES = ["ask", "bid", "same", "other"] ORDERTYPE_POSSIBILITIES = ["limit", "market"] _ORDERTIF_POSSIBILITIES = ["GTC", "FOK", "IOC", "PO"] ORDERTIF_POSSIBILITIES = _ORDERTIF_POSSIBILITIES + [t.lower() for t in _ORDERTIF_POSSIBILITIES] STOPLOSS_PRICE_TYPES = [p for p in PriceType] HYPEROPT_LOSS_BUILTIN = [ "ShortTradeDurHyperOptLoss", "OnlyProfitHyperOptLoss", "SharpeHyperOptLoss", "SharpeHyperOptLossDaily", "SortinoHyperOptLoss", "SortinoHyperOptLossDaily", "CalmarHyperOptLoss", "MaxDrawDownHyperOptLoss", "MaxDrawDownRelativeHyperOptLoss", "ProfitDrawDownHyperOptLoss", ] AVAILABLE_PAIRLISTS = [ "StaticPairList", "VolumePairList", "ProducerPairList", "RemotePairList", "MarketCapPairList", "AgeFilter", "FullTradesFilter", "OffsetFilter", "PerformanceFilter", "PrecisionFilter", "PriceFilter", "RangeStabilityFilter", "ShuffleFilter", "SpreadFilter", "VolatilityFilter", ] AVAILABLE_PROTECTIONS = ["CooldownPeriod", "LowProfitPairs", "MaxDrawdown", "StoplossGuard"] AVAILABLE_DATAHANDLERS = ["json", "jsongz", "hdf5", "feather", "parquet"] BACKTEST_BREAKDOWNS = ["day", "week", "month"] BACKTEST_CACHE_AGE = ["none", "day", "week", "month"] BACKTEST_CACHE_DEFAULT = "day" DRY_RUN_WALLET = 1000 DATETIME_PRINT_FORMAT = "%Y-%m-%d %H:%M:%S" MATH_CLOSE_PREC = 1e-14 # Precision used for float comparisons DEFAULT_DATAFRAME_COLUMNS = ["date", "open", "high", "low", "close", "volume"] # Don't modify sequence of DEFAULT_TRADES_COLUMNS # it has wide consequences for stored trades files DEFAULT_TRADES_COLUMNS = ["timestamp", "id", "type", "side", "price", "amount", "cost"] DEFAULT_ORDERFLOW_COLUMNS = ["level", "bid", "ask", "delta"] TRADES_DTYPES = { "timestamp": "int64", "id": "str", "type": "str", "side": "str", "price": "float64", "amount": "float64", "cost": "float64", } TRADING_MODES = ["spot", "margin", "futures"] MARGIN_MODES = ["cross", "isolated", ""] LAST_BT_RESULT_FN = ".last_result.json" FTHYPT_FILEVERSION = "fthypt_fileversion" USERPATH_HYPEROPTS = "hyperopts" USERPATH_STRATEGIES = "strategies" USERPATH_NOTEBOOKS = "notebooks" USERPATH_FREQAIMODELS = "freqaimodels" TELEGRAM_SETTING_OPTIONS = ["on", "off", "silent"] WEBHOOK_FORMAT_OPTIONS = ["form", "json", "raw"] FULL_DATAFRAME_THRESHOLD = 100 CUSTOM_TAG_MAX_LENGTH = 255 DL_DATA_TIMEFRAMES = ["1m", "5m"] ENV_VAR_PREFIX = "FREQTRADE__" CANCELED_EXCHANGE_STATES = ("cancelled", "canceled", "expired") NON_OPEN_EXCHANGE_STATES = CANCELED_EXCHANGE_STATES + ("closed",) # Define decimals per coin for outputs # Only used for outputs. DECIMAL_PER_COIN_FALLBACK = 3 # Should be low to avoid listing all possible FIAT's DECIMALS_PER_COIN = { "BTC": 8, "ETH": 5, } DUST_PER_COIN = {"BTC": 0.0001, "ETH": 0.01} # Source files with destination directories within user-directory USER_DATA_FILES = { "sample_strategy.py": USERPATH_STRATEGIES, "sample_hyperopt_loss.py": USERPATH_HYPEROPTS, "strategy_analysis_example.ipynb": USERPATH_NOTEBOOKS, } SUPPORTED_FIAT = [ "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", "UAH", "SEK", "SGD", "THB", "TRY", "TWD", "ZAR", "USD", "BTC", "ETH", "XRP", "LTC", "BCH", "BNB", ] MINIMAL_CONFIG = { "stake_currency": "", "dry_run": True, "exchange": { "name": "", "key": "", "secret": "", "pair_whitelist": [], "ccxt_async_config": {}, }, } __MESSAGE_TYPE_DICT: Dict[str, Dict[str, str]] = {x: {"type": "object"} for x in RPCMessageType} # Required json-schema for user specified config CONF_SCHEMA = { "type": "object", "properties": { "max_open_trades": {"type": ["integer", "number"], "minimum": -1}, "new_pairs_days": {"type": "integer", "default": 30}, "timeframe": {"type": "string"}, "stake_currency": {"type": "string"}, "stake_amount": { "type": ["number", "string"], "minimum": 0.0001, "pattern": UNLIMITED_STAKE_AMOUNT, }, "tradable_balance_ratio": {"type": "number", "minimum": 0.0, "maximum": 1, "default": 0.99}, "available_capital": { "type": "number", "minimum": 0, }, "amend_last_stake_amount": {"type": "boolean", "default": False}, "last_stake_amount_min_ratio": { "type": "number", "minimum": 0.0, "maximum": 1.0, "default": 0.5, }, "fiat_display_currency": {"type": "string", "enum": SUPPORTED_FIAT}, "dry_run": {"type": "boolean"}, "dry_run_wallet": {"type": "number", "default": DRY_RUN_WALLET}, "cancel_open_orders_on_exit": {"type": "boolean", "default": False}, "process_only_new_candles": {"type": "boolean"}, "minimal_roi": { "type": "object", "patternProperties": {"^[0-9.]+$": {"type": "number"}}, }, "amount_reserve_percent": {"type": "number", "minimum": 0.0, "maximum": 0.5}, "stoploss": {"type": "number", "maximum": 0, "exclusiveMaximum": True}, "trailing_stop": {"type": "boolean"}, "trailing_stop_positive": {"type": "number", "minimum": 0, "maximum": 1}, "trailing_stop_positive_offset": {"type": "number", "minimum": 0, "maximum": 1}, "trailing_only_offset_is_reached": {"type": "boolean"}, "use_exit_signal": {"type": "boolean"}, "exit_profit_only": {"type": "boolean"}, "exit_profit_offset": {"type": "number"}, "fee": {"type": "number", "minimum": 0, "maximum": 0.1}, "ignore_roi_if_entry_signal": {"type": "boolean"}, "ignore_buying_expired_candle_after": {"type": "number"}, "trading_mode": {"type": "string", "enum": TRADING_MODES}, "margin_mode": {"type": "string", "enum": MARGIN_MODES}, "reduce_df_footprint": {"type": "boolean", "default": False}, "minimum_trade_amount": {"type": "number", "default": 10}, "targeted_trade_amount": {"type": "number", "default": 20}, "lookahead_analysis_exportfilename": {"type": "string"}, "startup_candle": { "type": "array", "uniqueItems": True, "default": [199, 399, 499, 999, 1999], }, "liquidation_buffer": {"type": "number", "minimum": 0.0, "maximum": 0.99}, "backtest_breakdown": { "type": "array", "items": {"type": "string", "enum": BACKTEST_BREAKDOWNS}, }, "bot_name": {"type": "string"}, "unfilledtimeout": { "type": "object", "properties": { "entry": {"type": "number", "minimum": 1}, "exit": {"type": "number", "minimum": 1}, "exit_timeout_count": {"type": "number", "minimum": 0, "default": 0}, "unit": {"type": "string", "enum": TIMEOUT_UNITS, "default": "minutes"}, }, }, "entry_pricing": { "type": "object", "properties": { "price_last_balance": { "type": "number", "minimum": 0, "maximum": 1, "exclusiveMaximum": False, }, "price_side": {"type": "string", "enum": PRICING_SIDES, "default": "same"}, "use_order_book": {"type": "boolean"}, "order_book_top": { "type": "integer", "minimum": 1, "maximum": 50, }, "check_depth_of_market": { "type": "object", "properties": { "enabled": {"type": "boolean"}, "bids_to_ask_delta": {"type": "number", "minimum": 0}, }, }, }, "required": ["price_side"], }, "exit_pricing": { "type": "object", "properties": { "price_side": {"type": "string", "enum": PRICING_SIDES, "default": "same"}, "price_last_balance": { "type": "number", "minimum": 0, "maximum": 1, "exclusiveMaximum": False, }, "use_order_book": {"type": "boolean"}, "order_book_top": { "type": "integer", "minimum": 1, "maximum": 50, }, }, "required": ["price_side"], }, "custom_price_max_distance_ratio": {"type": "number", "minimum": 0.0}, "order_types": { "type": "object", "properties": { "entry": {"type": "string", "enum": ORDERTYPE_POSSIBILITIES}, "exit": {"type": "string", "enum": ORDERTYPE_POSSIBILITIES}, "force_exit": {"type": "string", "enum": ORDERTYPE_POSSIBILITIES}, "force_entry": {"type": "string", "enum": ORDERTYPE_POSSIBILITIES}, "emergency_exit": { "type": "string", "enum": ORDERTYPE_POSSIBILITIES, "default": "market", }, "stoploss": {"type": "string", "enum": ORDERTYPE_POSSIBILITIES}, "stoploss_on_exchange": {"type": "boolean"}, "stoploss_price_type": {"type": "string", "enum": STOPLOSS_PRICE_TYPES}, "stoploss_on_exchange_interval": {"type": "number"}, "stoploss_on_exchange_limit_ratio": { "type": "number", "minimum": 0.0, "maximum": 1.0, }, }, "required": ["entry", "exit", "stoploss", "stoploss_on_exchange"], }, "order_time_in_force": { "type": "object", "properties": { "entry": {"type": "string", "enum": ORDERTIF_POSSIBILITIES}, "exit": {"type": "string", "enum": ORDERTIF_POSSIBILITIES}, }, "required": REQUIRED_ORDERTIF, }, "exchange": {"$ref": "#/definitions/exchange"}, "edge": {"$ref": "#/definitions/edge"}, "freqai": {"$ref": "#/definitions/freqai"}, "external_message_consumer": {"$ref": "#/definitions/external_message_consumer"}, "experimental": { "type": "object", "properties": {"block_bad_exchanges": {"type": "boolean"}}, }, "pairlists": { "type": "array", "items": { "type": "object", "properties": { "method": {"type": "string", "enum": AVAILABLE_PAIRLISTS}, }, "required": ["method"], }, }, "protections": { "type": "array", "items": { "type": "object", "properties": { "method": {"type": "string", "enum": AVAILABLE_PROTECTIONS}, "stop_duration": {"type": "number", "minimum": 0.0}, "stop_duration_candles": {"type": "number", "minimum": 0}, "trade_limit": {"type": "number", "minimum": 1}, "lookback_period": {"type": "number", "minimum": 1}, "lookback_period_candles": {"type": "number", "minimum": 1}, }, "required": ["method"], }, }, "telegram": { "type": "object", "properties": { "enabled": {"type": "boolean"}, "token": {"type": "string"}, "chat_id": {"type": "string"}, "allow_custom_messages": {"type": "boolean", "default": True}, "balance_dust_level": {"type": "number", "minimum": 0.0}, "notification_settings": { "type": "object", "default": {}, "properties": { "status": {"type": "string", "enum": TELEGRAM_SETTING_OPTIONS}, "warning": {"type": "string", "enum": TELEGRAM_SETTING_OPTIONS}, "startup": {"type": "string", "enum": TELEGRAM_SETTING_OPTIONS}, "entry": {"type": "string", "enum": TELEGRAM_SETTING_OPTIONS}, "entry_fill": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, "default": "off", }, "entry_cancel": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, }, "exit": { "type": ["string", "object"], "additionalProperties": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, }, }, "exit_fill": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, "default": "on", }, "exit_cancel": {"type": "string", "enum": TELEGRAM_SETTING_OPTIONS}, "protection_trigger": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, "default": "on", }, "protection_trigger_global": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, "default": "on", }, "show_candle": { "type": "string", "enum": ["off", "ohlc"], "default": "off", }, "strategy_msg": { "type": "string", "enum": TELEGRAM_SETTING_OPTIONS, "default": "on", }, }, }, "reload": {"type": "boolean"}, }, "required": ["enabled", "token", "chat_id"], }, "webhook": { "type": "object", "properties": { "enabled": {"type": "boolean"}, "url": {"type": "string"}, "format": {"type": "string", "enum": WEBHOOK_FORMAT_OPTIONS, "default": "form"}, "retries": {"type": "integer", "minimum": 0}, "retry_delay": {"type": "number", "minimum": 0}, **__MESSAGE_TYPE_DICT, # **{x: {'type': 'object'} for x in RPCMessageType}, # Below -> Deprecated "webhookentry": {"type": "object"}, "webhookentrycancel": {"type": "object"}, "webhookentryfill": {"type": "object"}, "webhookexit": {"type": "object"}, "webhookexitcancel": {"type": "object"}, "webhookexitfill": {"type": "object"}, "webhookstatus": {"type": "object"}, }, }, "discord": { "type": "object", "properties": { "enabled": {"type": "boolean"}, "webhook_url": {"type": "string"}, "exit_fill": { "type": "array", "items": {"type": "object"}, "default": [ {"Trade ID": "{trade_id}"}, {"Exchange": "{exchange}"}, {"Pair": "{pair}"}, {"Direction": "{direction}"}, {"Open rate": "{open_rate}"}, {"Close rate": "{close_rate}"}, {"Amount": "{amount}"}, {"Open date": "{open_date:%Y-%m-%d %H:%M:%S}"}, {"Close date": "{close_date:%Y-%m-%d %H:%M:%S}"}, {"Profit": "{profit_amount} {stake_currency}"}, {"Profitability": "{profit_ratio:.2%}"}, {"Enter tag": "{enter_tag}"}, {"Exit Reason": "{exit_reason}"}, {"Strategy": "{strategy}"}, {"Timeframe": "{timeframe}"}, ], }, "entry_fill": { "type": "array", "items": {"type": "object"}, "default": [ {"Trade ID": "{trade_id}"}, {"Exchange": "{exchange}"}, {"Pair": "{pair}"}, {"Direction": "{direction}"}, {"Open rate": "{open_rate}"}, {"Amount": "{amount}"}, {"Open date": "{open_date:%Y-%m-%d %H:%M:%S}"}, {"Enter tag": "{enter_tag}"}, {"Strategy": "{strategy} {timeframe}"}, ], }, }, }, "api_server": { "type": "object", "properties": { "enabled": {"type": "boolean"}, "listen_ip_address": {"format": "ipv4"}, "listen_port": {"type": "integer", "minimum": 1024, "maximum": 65535}, "username": {"type": "string"}, "password": {"type": "string"}, "ws_token": {"type": ["string", "array"], "items": {"type": "string"}}, "jwt_secret_key": {"type": "string"}, "CORS_origins": {"type": "array", "items": {"type": "string"}}, "verbosity": {"type": "string", "enum": ["error", "info"]}, }, "required": ["enabled", "listen_ip_address", "listen_port", "username", "password"], }, "db_url": {"type": "string"}, "export": {"type": "string", "enum": EXPORT_OPTIONS, "default": "trades"}, "disableparamexport": {"type": "boolean"}, "initial_state": {"type": "string", "enum": ["running", "stopped"]}, "force_entry_enable": {"type": "boolean"}, "disable_dataframe_checks": {"type": "boolean"}, "internals": { "type": "object", "default": {}, "properties": { "process_throttle_secs": {"type": "integer"}, "interval": {"type": "integer"}, "sd_notify": {"type": "boolean"}, }, }, "dataformat_ohlcv": { "type": "string", "enum": AVAILABLE_DATAHANDLERS, "default": "feather", }, "dataformat_trades": { "type": "string", "enum": AVAILABLE_DATAHANDLERS, "default": "feather", }, "position_adjustment_enable": {"type": "boolean"}, "max_entry_position_adjustment": {"type": ["integer", "number"], "minimum": -1}, "orderflow": { "type": "object", "properties": { "scale": {"type": "number", "minimum": 0.0}, "stacked_imbalance_range": {"type": "number"}, "imbalance_volume": {"type": "number"}, "imbalance_ratio": {"type": "number", "minimum": 0.0}, }, }, }, "definitions": { "exchange": { "type": "object", "properties": { "name": {"type": "string"}, "key": {"type": "string", "default": ""}, "secret": {"type": "string", "default": ""}, "password": {"type": "string", "default": ""}, "uid": {"type": "string"}, "pair_whitelist": { "type": "array", "items": { "type": "string", }, "uniqueItems": True, }, "pair_blacklist": { "type": "array", "items": { "type": "string", }, "uniqueItems": True, }, "unknown_fee_rate": {"type": "number"}, "outdated_offset": {"type": "integer", "minimum": 1}, "markets_refresh_interval": {"type": "integer"}, "ccxt_config": {"type": "object"}, "ccxt_async_config": {"type": "object"}, }, "required": ["name"], }, "edge": { "type": "object", "properties": { "enabled": {"type": "boolean"}, "process_throttle_secs": {"type": "integer", "minimum": 600}, "calculate_since_number_of_days": {"type": "integer"}, "allowed_risk": {"type": "number"}, "stoploss_range_min": {"type": "number"}, "stoploss_range_max": {"type": "number"}, "stoploss_range_step": {"type": "number"}, "minimum_winrate": {"type": "number"}, "minimum_expectancy": {"type": "number"}, "min_trade_number": {"type": "number"}, "max_trade_duration_minute": {"type": "integer"}, "remove_pumps": {"type": "boolean"}, }, "required": ["process_throttle_secs", "allowed_risk"], }, "external_message_consumer": { "type": "object", "properties": { "enabled": {"type": "boolean", "default": False}, "producers": { "type": "array", "items": { "type": "object", "properties": { "name": {"type": "string"}, "host": {"type": "string"}, "port": { "type": "integer", "default": 8080, "minimum": 0, "maximum": 65535, }, "secure": {"type": "boolean", "default": False}, "ws_token": {"type": "string"}, }, "required": ["name", "host", "ws_token"], }, }, "wait_timeout": {"type": "integer", "minimum": 0}, "sleep_time": {"type": "integer", "minimum": 0}, "ping_timeout": {"type": "integer", "minimum": 0}, "remove_entry_exit_signals": {"type": "boolean", "default": False}, "initial_candle_limit": { "type": "integer", "minimum": 0, "maximum": 1500, "default": 1500, }, "message_size_limit": { # In megabytes "type": "integer", "minimum": 1, "maximum": 20, "default": 8, }, }, "required": ["producers"], }, "freqai": { "type": "object", "properties": { "enabled": {"type": "boolean", "default": False}, "keras": {"type": "boolean", "default": False}, "write_metrics_to_disk": {"type": "boolean", "default": False}, "purge_old_models": {"type": ["boolean", "number"], "default": 2}, "conv_width": {"type": "integer", "default": 1}, "train_period_days": {"type": "integer", "default": 0}, "backtest_period_days": {"type": "number", "default": 7}, "identifier": {"type": "string", "default": "example"}, "feature_parameters": { "type": "object", "properties": { "include_corr_pairlist": {"type": "array"}, "include_timeframes": {"type": "array"}, "label_period_candles": {"type": "integer"}, "include_shifted_candles": {"type": "integer", "default": 0}, "DI_threshold": {"type": "number", "default": 0}, "weight_factor": {"type": "number", "default": 0}, "principal_component_analysis": {"type": "boolean", "default": False}, "use_SVM_to_remove_outliers": {"type": "boolean", "default": False}, "plot_feature_importances": {"type": "integer", "default": 0}, "svm_params": { "type": "object", "properties": { "shuffle": {"type": "boolean", "default": False}, "nu": {"type": "number", "default": 0.1}, }, }, "shuffle_after_split": {"type": "boolean", "default": False}, "buffer_train_data_candles": {"type": "integer", "default": 0}, }, "required": [ "include_timeframes", "include_corr_pairlist", ], }, "data_split_parameters": { "type": "object", "properties": { "test_size": {"type": "number"}, "random_state": {"type": "integer"}, "shuffle": {"type": "boolean", "default": False}, }, }, "model_training_parameters": {"type": "object"}, "rl_config": { "type": "object", "properties": { "drop_ohlc_from_features": {"type": "boolean", "default": False}, "train_cycles": {"type": "integer"}, "max_trade_duration_candles": {"type": "integer"}, "add_state_info": {"type": "boolean", "default": False}, "max_training_drawdown_pct": {"type": "number", "default": 0.02}, "cpu_count": {"type": "integer", "default": 1}, "model_type": {"type": "string", "default": "PPO"}, "policy_type": {"type": "string", "default": "MlpPolicy"}, "net_arch": {"type": "array", "default": [128, 128]}, "randomize_starting_position": {"type": "boolean", "default": False}, "progress_bar": {"type": "boolean", "default": True}, "model_reward_parameters": { "type": "object", "properties": { "rr": {"type": "number", "default": 1}, "profit_aim": {"type": "number", "default": 0.025}, }, }, }, }, }, "required": [ "enabled", "train_period_days", "backtest_period_days", "identifier", "feature_parameters", "data_split_parameters", ], }, }, } SCHEMA_TRADE_REQUIRED = [ "exchange", "timeframe", "max_open_trades", "stake_currency", "stake_amount", "tradable_balance_ratio", "last_stake_amount_min_ratio", "dry_run", "dry_run_wallet", "exit_pricing", "entry_pricing", "stoploss", "minimal_roi", "internals", "dataformat_ohlcv", "dataformat_trades", ] SCHEMA_BACKTEST_REQUIRED = [ "exchange", "stake_currency", "stake_amount", "dry_run_wallet", "dataformat_ohlcv", "dataformat_trades", ] SCHEMA_BACKTEST_REQUIRED_FINAL = SCHEMA_BACKTEST_REQUIRED + [ "stoploss", "minimal_roi", "max_open_trades", ] SCHEMA_MINIMAL_REQUIRED = [ "exchange", "dry_run", "dataformat_ohlcv", "dataformat_trades", ] SCHEMA_MINIMAL_WEBSERVER = SCHEMA_MINIMAL_REQUIRED + [ "api_server", ] CANCEL_REASON = { "TIMEOUT": "cancelled due to timeout", "PARTIALLY_FILLED_KEEP_OPEN": "partially filled - keeping order open", "PARTIALLY_FILLED": "partially filled", "FULLY_CANCELLED": "fully cancelled", "ALL_CANCELLED": "cancelled (all unfilled and partially filled open orders cancelled)", "CANCELLED_ON_EXCHANGE": "cancelled on exchange", "FORCE_EXIT": "forcesold", "REPLACE": "cancelled to be replaced by new limit order", "REPLACE_FAILED": "failed to replace order, deleting Trade", "USER_CANCEL": "user requested order cancel", } # List of pairs with their timeframes PairWithTimeframe = Tuple[str, str, CandleType] ListPairsWithTimeframes = List[PairWithTimeframe] # Type for trades list TradeList = List[List] # ticks, pair, timeframe, CandleType TickWithTimeframe = Tuple[str, str, CandleType, Optional[int], Optional[int]] ListTicksWithTimeframes = List[TickWithTimeframe] LongShort = Literal["long", "short"] EntryExit = Literal["entry", "exit"] BuySell = Literal["buy", "sell"] MakerTaker = Literal["maker", "taker"] BidAsk = Literal["bid", "ask"] OBLiteral = Literal["asks", "bids"] Config = Dict[str, Any] # Exchange part of the configuration. ExchangeConfig = Dict[str, Any] IntOrInf = float EntryExecuteMode = Literal["initial", "pos_adjust", "replace"]