Refactor bt-caching stuff to it's own module
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@ -12,7 +12,8 @@ import pandas as pd
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from freqtrade.constants import LAST_BT_RESULT_FN
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from freqtrade.exceptions import OperationalException
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from freqtrade.misc import get_backtest_metadata_filename, json_load
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from freqtrade.misc import json_load
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from freqtrade.optimize.backtest_caching import get_backtest_metadata_filename
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from freqtrade.persistence import LocalTrade, Trade, init_db
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@ -2,13 +2,11 @@
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Various tool function for Freqtrade and scripts
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"""
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import gzip
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import hashlib
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import logging
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import re
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from copy import deepcopy
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from datetime import datetime
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from pathlib import Path
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from typing import Any, Iterator, List, Union
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from typing import Any, Iterator, List
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from typing.io import IO
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from urllib.parse import urlparse
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@ -251,34 +249,3 @@ def parse_db_uri_for_logging(uri: str):
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return uri
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pwd = parsed_db_uri.netloc.split(':')[1].split('@')[0]
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return parsed_db_uri.geturl().replace(f':{pwd}@', ':*****@')
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def get_strategy_run_id(strategy) -> str:
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"""
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Generate unique identification hash for a backtest run. Identical config and strategy file will
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always return an identical hash.
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:param strategy: strategy object.
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:return: hex string id.
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"""
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digest = hashlib.sha1()
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config = deepcopy(strategy.config)
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# Options that have no impact on results of individual backtest.
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not_important_keys = ('strategy_list', 'original_config', 'telegram', 'api_server')
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for k in not_important_keys:
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if k in config:
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del config[k]
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# Explicitly allow NaN values (e.g. max_open_trades).
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# as it does not matter for getting the hash.
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digest.update(rapidjson.dumps(config, default=str,
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number_mode=rapidjson.NM_NAN).encode('utf-8'))
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with open(strategy.__file__, 'rb') as fp:
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digest.update(fp.read())
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return digest.hexdigest().lower()
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def get_backtest_metadata_filename(filename: Union[Path, str]) -> Path:
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"""Return metadata filename for specified backtest results file."""
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filename = Path(filename)
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return filename.parent / Path(f'{filename.stem}.meta{filename.suffix}')
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38
freqtrade/optimize/backtest_caching.py
Normal file
38
freqtrade/optimize/backtest_caching.py
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@ -0,0 +1,38 @@
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import hashlib
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from copy import deepcopy
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from pathlib import Path
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from typing import Union
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import rapidjson
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def get_strategy_run_id(strategy) -> str:
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"""
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Generate unique identification hash for a backtest run. Identical config and strategy file will
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always return an identical hash.
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:param strategy: strategy object.
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:return: hex string id.
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"""
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digest = hashlib.sha1()
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config = deepcopy(strategy.config)
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# Options that have no impact on results of individual backtest.
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not_important_keys = ('strategy_list', 'original_config', 'telegram', 'api_server')
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for k in not_important_keys:
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if k in config:
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del config[k]
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# Explicitly allow NaN values (e.g. max_open_trades).
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# as it does not matter for getting the hash.
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digest.update(rapidjson.dumps(config, default=str,
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number_mode=rapidjson.NM_NAN).encode('utf-8'))
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with open(strategy.__file__, 'rb') as fp:
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digest.update(fp.read())
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return digest.hexdigest().lower()
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def get_backtest_metadata_filename(filename: Union[Path, str]) -> Path:
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"""Return metadata filename for specified backtest results file."""
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filename = Path(filename)
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return filename.parent / Path(f'{filename.stem}.meta{filename.suffix}')
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@ -24,8 +24,8 @@ from freqtrade.enums import (BacktestState, CandleType, ExitCheckTuple, ExitType
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TradingMode)
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from freqtrade.exceptions import DependencyException, OperationalException
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from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
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from freqtrade.misc import get_strategy_run_id
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from freqtrade.mixins import LoggingMixin
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from freqtrade.optimize.backtest_caching import get_strategy_run_id
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from freqtrade.optimize.bt_progress import BTProgress
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from freqtrade.optimize.optimize_reports import (generate_backtest_stats, show_backtest_results,
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store_backtest_signal_candles,
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@ -11,8 +11,8 @@ from tabulate import tabulate
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from freqtrade.constants import DATETIME_PRINT_FORMAT, LAST_BT_RESULT_FN, UNLIMITED_STAKE_AMOUNT
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from freqtrade.data.btanalysis import (calculate_cagr, calculate_csum, calculate_market_change,
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calculate_max_drawdown)
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from freqtrade.misc import (decimals_per_coin, file_dump_joblib, file_dump_json,
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get_backtest_metadata_filename, round_coin_value)
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from freqtrade.misc import decimals_per_coin, file_dump_joblib, file_dump_json, round_coin_value
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from freqtrade.optimize.backtest_caching import get_backtest_metadata_filename
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logger = logging.getLogger(__name__)
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@ -22,7 +22,7 @@ from freqtrade.data.history import get_timerange
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from freqtrade.enums import ExitType, RunMode
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from freqtrade.exceptions import DependencyException, OperationalException
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from freqtrade.exchange.exchange import timeframe_to_next_date
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from freqtrade.misc import get_strategy_run_id
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from freqtrade.optimize.backtest_caching import get_strategy_run_id
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from freqtrade.optimize.backtesting import Backtesting
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from freqtrade.persistence import LocalTrade
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from freqtrade.resolvers import StrategyResolver
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