Merge branch 'develop' of https://github.com/theluxaz/freqtrade into main
# Conflicts: # freqtrade/freqtradebot.py # freqtrade/optimize/backtesting.py
This commit is contained in:
@@ -4,6 +4,7 @@ from copy import deepcopy
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from fastapi import APIRouter, BackgroundTasks, Depends
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from freqtrade.configuration.config_validation import validate_config_consistency
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from freqtrade.enums import BacktestState
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from freqtrade.exceptions import DependencyException
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from freqtrade.rpc.api_server.api_schemas import BacktestRequest, BacktestResponse
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@@ -42,35 +43,40 @@ async def api_start_backtest(bt_settings: BacktestRequest, background_tasks: Bac
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# Reload strategy
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lastconfig = ApiServer._bt_last_config
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strat = StrategyResolver.load_strategy(btconfig)
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validate_config_consistency(btconfig)
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if (
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not ApiServer._bt
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or lastconfig.get('timeframe') != strat.timeframe
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or lastconfig.get('dry_run_wallet') != btconfig.get('dry_run_wallet', 0)
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or lastconfig.get('timeframe_detail') != btconfig.get('timeframe_detail')
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or lastconfig.get('timerange') != btconfig['timerange']
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):
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from freqtrade.optimize.backtesting import Backtesting
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ApiServer._bt = Backtesting(btconfig)
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if ApiServer._bt.timeframe_detail:
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ApiServer._bt.load_bt_data_detail()
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else:
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ApiServer._bt.config = btconfig
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ApiServer._bt.init_backtest()
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# Only reload data if timeframe changed.
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if (
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not ApiServer._bt_data
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or not ApiServer._bt_timerange
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or lastconfig.get('stake_amount') != btconfig.get('stake_amount')
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or lastconfig.get('enable_protections') != btconfig.get('enable_protections')
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or lastconfig.get('protections') != btconfig.get('protections', [])
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or lastconfig.get('timeframe') != strat.timeframe
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or lastconfig.get('timerange') != btconfig['timerange']
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):
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lastconfig['timerange'] = btconfig['timerange']
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lastconfig['protections'] = btconfig.get('protections', [])
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lastconfig['enable_protections'] = btconfig.get('enable_protections')
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lastconfig['dry_run_wallet'] = btconfig.get('dry_run_wallet')
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lastconfig['timeframe'] = strat.timeframe
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ApiServer._bt_data, ApiServer._bt_timerange = ApiServer._bt.load_bt_data()
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lastconfig['timerange'] = btconfig['timerange']
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lastconfig['timeframe'] = strat.timeframe
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lastconfig['protections'] = btconfig.get('protections', [])
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lastconfig['enable_protections'] = btconfig.get('enable_protections')
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lastconfig['dry_run_wallet'] = btconfig.get('dry_run_wallet')
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ApiServer._bt.abort = False
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min_date, max_date = ApiServer._bt.backtest_one_strategy(
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strat, ApiServer._bt_data, ApiServer._bt_timerange)
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ApiServer._bt.results = generate_backtest_stats(
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ApiServer._bt_data, ApiServer._bt.all_results,
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min_date=min_date, max_date=max_date)
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@@ -46,6 +46,12 @@ class Balances(BaseModel):
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value: float
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stake: str
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note: str
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starting_capital: float
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starting_capital_ratio: float
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starting_capital_pct: float
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starting_capital_fiat: float
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starting_capital_fiat_ratio: float
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starting_capital_fiat_pct: float
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class Count(BaseModel):
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@@ -324,6 +330,7 @@ class PairHistory(BaseModel):
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class BacktestRequest(BaseModel):
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strategy: str
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timeframe: Optional[str]
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timeframe_detail: Optional[str]
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timerange: Optional[str]
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max_open_trades: Optional[int]
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stake_amount: Optional[Union[float, str]]
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@@ -340,3 +347,8 @@ class BacktestResponse(BaseModel):
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trade_count: Optional[float]
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# TODO: Properly type backtestresult...
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backtest_result: Optional[Dict[str, Any]]
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class SysInfo(BaseModel):
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cpu_pct: List[float]
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ram_pct: float
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@@ -18,7 +18,8 @@ from freqtrade.rpc.api_server.api_schemas import (AvailablePairs, Balances, Blac
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OpenTradeSchema, PairHistory, PerformanceEntry,
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Ping, PlotConfig, Profit, ResultMsg, ShowConfig,
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Stats, StatusMsg, StrategyListResponse,
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StrategyResponse, Version, WhitelistResponse)
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StrategyResponse, SysInfo, Version,
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WhitelistResponse)
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from freqtrade.rpc.api_server.deps import get_config, get_rpc, get_rpc_optional
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from freqtrade.rpc.rpc import RPCException
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@@ -259,3 +260,8 @@ def list_available_pairs(timeframe: Optional[str] = None, stake_currency: Option
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'pair_interval': pair_interval,
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}
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return result
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@router.get('/sysinfo', response_model=SysInfo, tags=['info'])
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def sysinfo():
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return RPC._rpc_sysinfo()
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@@ -5,6 +5,20 @@ import time
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import uvicorn
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def asyncio_setup() -> None: # pragma: no cover
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# Set eventloop for win32 setups
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# Reverts a change done in uvicorn 0.15.0 - which now sets the eventloop
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# via policy.
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import sys
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if sys.version_info >= (3, 8) and sys.platform == "win32":
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import asyncio
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import selectors
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selector = selectors.SelectSelector()
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loop = asyncio.SelectorEventLoop(selector)
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asyncio.set_event_loop(loop)
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class UvicornServer(uvicorn.Server):
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"""
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Multithreaded server - as found in https://github.com/encode/uvicorn/issues/742
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@@ -28,7 +42,7 @@ class UvicornServer(uvicorn.Server):
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try:
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import uvloop # noqa
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except ImportError: # pragma: no cover
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from uvicorn.loops.asyncio import asyncio_setup
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asyncio_setup()
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else:
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asyncio.set_event_loop(uvloop.new_event_loop())
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@@ -8,6 +8,7 @@ from math import isnan
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from typing import Any, Dict, List, Optional, Tuple, Union
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import arrow
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import psutil
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from numpy import NAN, inf, int64, mean
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from pandas import DataFrame
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@@ -403,8 +404,11 @@ class RPC:
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# Doing the sum is not right - overall profit needs to be based on initial capital
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profit_all_ratio_sum = sum(profit_all_ratio) if profit_all_ratio else 0.0
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starting_balance = self._freqtrade.wallets.get_starting_balance()
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profit_closed_ratio_fromstart = profit_closed_coin_sum / starting_balance
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profit_all_ratio_fromstart = profit_all_coin_sum / starting_balance
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profit_closed_ratio_fromstart = 0
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profit_all_ratio_fromstart = 0
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if starting_balance:
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profit_closed_ratio_fromstart = profit_closed_coin_sum / starting_balance
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profit_all_ratio_fromstart = profit_all_coin_sum / starting_balance
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profit_all_fiat = self._fiat_converter.convert_amount(
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profit_all_coin_sum,
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@@ -455,6 +459,9 @@ class RPC:
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raise RPCException('Error getting current tickers.')
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self._freqtrade.wallets.update(require_update=False)
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starting_capital = self._freqtrade.wallets.get_starting_balance()
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starting_cap_fiat = self._fiat_converter.convert_amount(
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starting_capital, stake_currency, fiat_display_currency) if self._fiat_converter else 0
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for coin, balance in self._freqtrade.wallets.get_all_balances().items():
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if not balance.total:
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@@ -490,15 +497,25 @@ class RPC:
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else:
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raise RPCException('All balances are zero.')
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symbol = fiat_display_currency
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value = self._fiat_converter.convert_amount(total, stake_currency,
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symbol) if self._fiat_converter else 0
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value = self._fiat_converter.convert_amount(
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total, stake_currency, fiat_display_currency) if self._fiat_converter else 0
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starting_capital_ratio = 0.0
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starting_capital_ratio = (total / starting_capital) - 1 if starting_capital else 0.0
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starting_cap_fiat_ratio = (value / starting_cap_fiat) - 1 if starting_cap_fiat else 0.0
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return {
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'currencies': output,
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'total': total,
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'symbol': symbol,
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'symbol': fiat_display_currency,
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'value': value,
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'stake': stake_currency,
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'starting_capital': starting_capital,
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'starting_capital_ratio': starting_capital_ratio,
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'starting_capital_pct': round(starting_capital_ratio * 100, 2),
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'starting_capital_fiat': starting_cap_fiat,
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'starting_capital_fiat_ratio': starting_cap_fiat_ratio,
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'starting_capital_fiat_pct': round(starting_cap_fiat_ratio * 100, 2),
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'note': 'Simulated balances' if self._freqtrade.config['dry_run'] else ''
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}
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@@ -545,12 +562,12 @@ class RPC:
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order = self._freqtrade.exchange.fetch_order(trade.open_order_id, trade.pair)
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if order['side'] == 'buy':
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fully_canceled = self._freqtrade.handle_cancel_buy(
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fully_canceled = self._freqtrade.handle_cancel_enter(
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trade, order, CANCEL_REASON['FORCE_SELL'])
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if order['side'] == 'sell':
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# Cancel order - so it is placed anew with a fresh price.
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self._freqtrade.handle_cancel_sell(trade, order, CANCEL_REASON['FORCE_SELL'])
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self._freqtrade.handle_cancel_exit(trade, order, CANCEL_REASON['FORCE_SELL'])
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if not fully_canceled:
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# Get current rate and execute sell
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@@ -563,7 +580,7 @@ class RPC:
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if self._freqtrade.state != State.RUNNING:
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raise RPCException('trader is not running')
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with self._freqtrade._sell_lock:
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with self._freqtrade._exit_lock:
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if trade_id == 'all':
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# Execute sell for all open orders
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for trade in Trade.get_open_trades():
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@@ -625,7 +642,7 @@ class RPC:
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Handler for delete <id>.
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Delete the given trade and close eventually existing open orders.
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"""
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with self._freqtrade._sell_lock:
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with self._freqtrade._exit_lock:
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c_count = 0
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trade = Trade.get_trades(trade_filter=[Trade.id == trade_id]).first()
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if not trade:
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@@ -885,3 +902,10 @@ class RPC:
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'subplots' not in self._freqtrade.strategy.plot_config):
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self._freqtrade.strategy.plot_config['subplots'] = {}
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return self._freqtrade.strategy.plot_config
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@staticmethod
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def _rpc_sysinfo() -> Dict[str, Any]:
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return {
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"cpu_pct": psutil.cpu_percent(interval=1, percpu=True),
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"ram_pct": psutil.virtual_memory().percent
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}
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@@ -303,6 +303,50 @@ class Telegram(RPCHandler):
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return message
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def compose_message(self, msg: Dict[str, Any], msg_type: RPCMessageType) -> str:
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if msg_type == RPCMessageType.BUY:
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message = self._format_buy_msg(msg)
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elif msg_type in (RPCMessageType.BUY_CANCEL, RPCMessageType.SELL_CANCEL):
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msg['message_side'] = 'buy' if msg_type == RPCMessageType.BUY_CANCEL else 'sell'
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message = ("\N{WARNING SIGN} *{exchange}:* "
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"Cancelling open {message_side} Order for {pair} (#{trade_id}). "
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"Reason: {reason}.".format(**msg))
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elif msg_type == RPCMessageType.BUY_FILL:
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message = ("\N{LARGE CIRCLE} *{exchange}:* "
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"Buy order for {pair} (#{trade_id}) filled "
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"for {open_rate}.".format(**msg))
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elif msg_type == RPCMessageType.SELL_FILL:
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message = ("\N{LARGE CIRCLE} *{exchange}:* "
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"Sell order for {pair} (#{trade_id}) filled "
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"for {close_rate}.".format(**msg))
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elif msg_type == RPCMessageType.SELL:
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message = self._format_sell_msg(msg)
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elif msg_type == RPCMessageType.PROTECTION_TRIGGER:
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message = (
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"*Protection* triggered due to {reason}. "
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"`{pair}` will be locked until `{lock_end_time}`."
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).format(**msg)
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elif msg_type == RPCMessageType.PROTECTION_TRIGGER_GLOBAL:
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message = (
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"*Protection* triggered due to {reason}. "
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"*All pairs* will be locked until `{lock_end_time}`."
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).format(**msg)
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elif msg_type == RPCMessageType.STATUS:
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message = '*Status:* `{status}`'.format(**msg)
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elif msg_type == RPCMessageType.WARNING:
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message = '\N{WARNING SIGN} *Warning:* `{status}`'.format(**msg)
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elif msg_type == RPCMessageType.STARTUP:
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message = '{status}'.format(**msg)
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else:
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raise NotImplementedError('Unknown message type: {}'.format(msg_type))
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return message
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def send_msg(self, msg: Dict[str, Any]) -> None:
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""" Send a message to telegram channel """
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@@ -327,37 +371,7 @@ class Telegram(RPCHandler):
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# Notification disabled
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return
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if msg_type == RPCMessageType.BUY:
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message = self._format_buy_msg(msg)
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elif msg_type in (RPCMessageType.BUY_CANCEL, RPCMessageType.SELL_CANCEL):
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msg['message_side'] = 'buy' if msg_type == RPCMessageType.BUY_CANCEL else 'sell'
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message = ("\N{WARNING SIGN} *{exchange}:* "
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"Cancelling open {message_side} Order for {pair} (#{trade_id}). "
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"Reason: {reason}.".format(**msg))
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elif msg_type == RPCMessageType.BUY_FILL:
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message = ("\N{LARGE CIRCLE} *{exchange}:* "
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"Buy order for {pair} (#{trade_id}) filled "
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"for {open_rate}.".format(**msg))
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elif msg_type == RPCMessageType.SELL_FILL:
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message = ("\N{LARGE CIRCLE} *{exchange}:* "
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"Sell order for {pair} (#{trade_id}) filled "
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"for {close_rate}.".format(**msg))
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elif msg_type == RPCMessageType.SELL:
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message = self._format_sell_msg(msg)
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elif msg_type == RPCMessageType.STATUS:
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message = '*Status:* `{status}`'.format(**msg)
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elif msg_type == RPCMessageType.WARNING:
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message = '\N{WARNING SIGN} *Warning:* `{status}`'.format(**msg)
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elif msg_type == RPCMessageType.STARTUP:
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message = '{status}'.format(**msg)
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else:
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raise NotImplementedError('Unknown message type: {}'.format(msg_type))
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message = self.compose_message(msg, msg_type)
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self._send_msg(message, disable_notification=(noti == 'silent'))
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@@ -647,12 +661,15 @@ class Telegram(RPCHandler):
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output = ''
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if self._config['dry_run']:
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output += (
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f"*Warning:* Simulated balances in Dry Mode.\n"
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"This mode is still experimental!\n"
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"Starting capital: "
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f"`{self._config['dry_run_wallet']}` {self._config['stake_currency']}.\n"
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)
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output += "*Warning:* Simulated balances in Dry Mode.\n"
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output += ("Starting capital: "
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f"`{result['starting_capital']}` {self._config['stake_currency']}"
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)
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output += (f" `{result['starting_capital_fiat']}` "
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f"{self._config['fiat_display_currency']}.\n"
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) if result['starting_capital_fiat'] > 0 else '.\n'
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total_dust_balance = 0
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total_dust_currencies = 0
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for curr in result['currencies']:
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@@ -685,9 +702,12 @@ class Telegram(RPCHandler):
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f"{round_coin_value(total_dust_balance, result['stake'], False)}`\n")
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output += ("\n*Estimated Value*:\n"
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f"\t`{result['stake']}: {result['total']: .8f}`\n"
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f"\t`{result['stake']}: "
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f"{round_coin_value(result['total'], result['stake'], False)}`"
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f" `({result['starting_capital_pct']}%)`\n"
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f"\t`{result['symbol']}: "
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f"{round_coin_value(result['value'], result['symbol'], False)}`\n")
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f"{round_coin_value(result['value'], result['symbol'], False)}`"
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f" `({result['starting_capital_fiat_pct']}%)`\n")
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self._send_msg(output, reload_able=True, callback_path="update_balance",
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query=update.callback_query)
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except RPCException as e:
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