Merge pull request #7951 from hippocritical/strategy_utils
strategy_updater
This commit is contained in:
commit
7aa56adf15
@ -955,3 +955,47 @@ Print trades with id 2 and 3 as json
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``` bash
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freqtrade show-trades --db-url sqlite:///tradesv3.sqlite --trade-ids 2 3 --print-json
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```
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### Strategy-Updater
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Updates listed strategies or all strategies within the strategies folder to be v3 compliant.
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If the command runs without --strategy-list then all strategies inside the strategies folder will be converted.
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Your original strategy will remain available in the `user_data/strategies_orig_updater/` directory.
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!!! Warning "Conversion results"
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Strategy updater will work on a "best effort" approach. Please do your due diligence and verify the results of the conversion.
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We also recommend to run a python formatter (e.g. `black`) to format results in a sane manner.
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```
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usage: freqtrade strategy-updater [-h] [-v] [--logfile FILE] [-V] [-c PATH]
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[-d PATH] [--userdir PATH]
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[--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
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options:
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-h, --help show this help message and exit
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--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]
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Provide a space-separated list of strategies to
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backtest. Please note that timeframe needs to be set
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either in config or via command line. When using this
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together with `--export trades`, the strategy-name is
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injected into the filename (so `backtest-data.json`
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becomes `backtest-data-SampleStrategy.json`
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Common arguments:
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-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
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--logfile FILE, --log-file FILE
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Log to the file specified. Special values are:
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'syslog', 'journald'. See the documentation for more
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details.
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-V, --version show program's version number and exit
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-c PATH, --config PATH
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Specify configuration file (default:
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`userdir/config.json` or `config.json` whichever
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exists). Multiple --config options may be used. Can be
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set to `-` to read config from stdin.
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-d PATH, --datadir PATH, --data-dir PATH
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Path to directory with historical backtesting data.
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--userdir PATH, --user-data-dir PATH
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Path to userdata directory.
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```
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@ -22,5 +22,6 @@ from freqtrade.commands.optimize_commands import (start_backtesting, start_backt
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start_edge, start_hyperopt)
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from freqtrade.commands.pairlist_commands import start_test_pairlist
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from freqtrade.commands.plot_commands import start_plot_dataframe, start_plot_profit
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from freqtrade.commands.strategy_utils_commands import start_strategy_update
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from freqtrade.commands.trade_commands import start_trading
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from freqtrade.commands.webserver_commands import start_webserver
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@ -111,10 +111,13 @@ ARGS_ANALYZE_ENTRIES_EXITS = ["exportfilename", "analysis_groups", "enter_reason
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NO_CONF_REQURIED = ["convert-data", "convert-trade-data", "download-data", "list-timeframes",
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"list-markets", "list-pairs", "list-strategies", "list-freqaimodels",
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"list-data", "hyperopt-list", "hyperopt-show", "backtest-filter",
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"plot-dataframe", "plot-profit", "show-trades", "trades-to-ohlcv"]
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"plot-dataframe", "plot-profit", "show-trades", "trades-to-ohlcv",
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"strategy-updater"]
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NO_CONF_ALLOWED = ["create-userdir", "list-exchanges", "new-strategy"]
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ARGS_STRATEGY_UTILS = ["strategy_list", "strategy_path", "recursive_strategy_search"]
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class Arguments:
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"""
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@ -198,8 +201,8 @@ class Arguments:
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start_list_freqAI_models, start_list_markets,
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start_list_strategies, start_list_timeframes,
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start_new_config, start_new_strategy, start_plot_dataframe,
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start_plot_profit, start_show_trades, start_test_pairlist,
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start_trading, start_webserver)
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start_plot_profit, start_show_trades, start_strategy_update,
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start_test_pairlist, start_trading, start_webserver)
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subparsers = self.parser.add_subparsers(dest='command',
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# Use custom message when no subhandler is added
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@ -440,3 +443,11 @@ class Arguments:
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parents=[_common_parser])
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webserver_cmd.set_defaults(func=start_webserver)
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self._build_args(optionlist=ARGS_WEBSERVER, parser=webserver_cmd)
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# Add strategy_updater subcommand
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strategy_updater_cmd = subparsers.add_parser('strategy-updater',
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help='updates outdated strategy'
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'files to the current version',
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parents=[_common_parser])
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strategy_updater_cmd.set_defaults(func=start_strategy_update)
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self._build_args(optionlist=ARGS_STRATEGY_UTILS, parser=strategy_updater_cmd)
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55
freqtrade/commands/strategy_utils_commands.py
Normal file
55
freqtrade/commands/strategy_utils_commands.py
Normal file
@ -0,0 +1,55 @@
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import logging
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import sys
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import time
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from pathlib import Path
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from typing import Any, Dict
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from freqtrade.configuration import setup_utils_configuration
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from freqtrade.enums import RunMode
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from freqtrade.resolvers import StrategyResolver
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from freqtrade.strategy.strategyupdater import StrategyUpdater
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logger = logging.getLogger(__name__)
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def start_strategy_update(args: Dict[str, Any]) -> None:
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"""
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Start the strategy updating script
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:param args: Cli args from Arguments()
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:return: None
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"""
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if sys.version_info == (3, 8): # pragma: no cover
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sys.exit("Freqtrade strategy updater requires Python version >= 3.9")
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config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
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strategy_objs = StrategyResolver.search_all_objects(
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config, enum_failed=False, recursive=config.get('recursive_strategy_search', False))
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filtered_strategy_objs = []
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if args['strategy_list']:
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filtered_strategy_objs = [
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strategy_obj for strategy_obj in strategy_objs
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if strategy_obj['name'] in args['strategy_list']
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]
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else:
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# Use all available entries.
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filtered_strategy_objs = strategy_objs
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processed_locations = set()
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for strategy_obj in filtered_strategy_objs:
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if strategy_obj['location'] not in processed_locations:
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processed_locations.add(strategy_obj['location'])
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start_conversion(strategy_obj, config)
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def start_conversion(strategy_obj, config):
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print(f"Conversion of {Path(strategy_obj['location']).name} started.")
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instance_strategy_updater = StrategyUpdater()
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start = time.perf_counter()
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instance_strategy_updater.start(config, strategy_obj)
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elapsed = time.perf_counter() - start
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print(f"Conversion of {Path(strategy_obj['location']).name} took {elapsed:.1f} seconds.")
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255
freqtrade/strategy/strategyupdater.py
Normal file
255
freqtrade/strategy/strategyupdater.py
Normal file
@ -0,0 +1,255 @@
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import shutil
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from pathlib import Path
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import ast_comments
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from freqtrade.constants import Config
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class StrategyUpdater:
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name_mapping = {
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'ticker_interval': 'timeframe',
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'buy': 'enter_long',
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'sell': 'exit_long',
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'buy_tag': 'enter_tag',
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'sell_reason': 'exit_reason',
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'sell_signal': 'exit_signal',
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'custom_sell': 'custom_exit',
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'force_sell': 'force_exit',
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'emergency_sell': 'emergency_exit',
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# Strategy/config settings:
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'use_sell_signal': 'use_exit_signal',
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'sell_profit_only': 'exit_profit_only',
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'sell_profit_offset': 'exit_profit_offset',
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'ignore_roi_if_buy_signal': 'ignore_roi_if_entry_signal',
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'forcebuy_enable': 'force_entry_enable',
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}
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function_mapping = {
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'populate_buy_trend': 'populate_entry_trend',
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'populate_sell_trend': 'populate_exit_trend',
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'custom_sell': 'custom_exit',
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'check_buy_timeout': 'check_entry_timeout',
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'check_sell_timeout': 'check_exit_timeout',
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# '': '',
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}
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# order_time_in_force, order_types, unfilledtimeout
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otif_ot_unfilledtimeout = {
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'buy': 'entry',
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'sell': 'exit',
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}
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# create a dictionary that maps the old column names to the new ones
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rename_dict = {'buy': 'enter_long', 'sell': 'exit_long', 'buy_tag': 'enter_tag'}
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def start(self, config: Config, strategy_obj: dict) -> None:
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"""
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Run strategy updater
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It updates a strategy to v3 with the help of the ast-module
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:return: None
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"""
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source_file = strategy_obj['location']
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strategies_backup_folder = Path.joinpath(config['user_data_dir'], "strategies_orig_updater")
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target_file = Path.joinpath(strategies_backup_folder, strategy_obj['location_rel'])
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# read the file
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with Path(source_file).open('r') as f:
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old_code = f.read()
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if not strategies_backup_folder.is_dir():
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Path(strategies_backup_folder).mkdir(parents=True, exist_ok=True)
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# backup original
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# => currently no date after the filename,
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# could get overridden pretty fast if this is fired twice!
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# The folder is always the same and the file name too (currently).
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shutil.copy(source_file, target_file)
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# update the code
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new_code = self.update_code(old_code)
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# write the modified code to the destination folder
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with Path(source_file).open('w') as f:
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f.write(new_code)
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# define the function to update the code
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def update_code(self, code):
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# parse the code into an AST
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tree = ast_comments.parse(code)
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# use the AST to update the code
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updated_code = self.modify_ast(tree)
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# return the modified code without executing it
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return updated_code
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# function that uses the ast module to update the code
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def modify_ast(self, tree): # noqa
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# use the visitor to update the names and functions in the AST
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NameUpdater().visit(tree)
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# first fix the comments, so it understands "\n" properly inside multi line comments.
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ast_comments.fix_missing_locations(tree)
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ast_comments.increment_lineno(tree, n=1)
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# generate the new code from the updated AST
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# without indent {} parameters would just be written straight one after the other.
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# ast_comments would be amazing since this is the only solution that carries over comments,
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# but it does currently not have an unparse function, hopefully in the future ... !
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# return ast_comments.unparse(tree)
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return ast_comments.unparse(tree)
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# Here we go through each respective node, slice, elt, key ... to replace outdated entries.
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class NameUpdater(ast_comments.NodeTransformer):
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def generic_visit(self, node):
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# space is not yet transferred from buy/sell to entry/exit and thereby has to be skipped.
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if isinstance(node, ast_comments.keyword):
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if node.arg == "space":
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return node
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# from here on this is the original function.
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for field, old_value in ast_comments.iter_fields(node):
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if isinstance(old_value, list):
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new_values = []
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for value in old_value:
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if isinstance(value, ast_comments.AST):
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value = self.visit(value)
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if value is None:
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continue
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elif not isinstance(value, ast_comments.AST):
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new_values.extend(value)
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continue
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new_values.append(value)
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old_value[:] = new_values
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elif isinstance(old_value, ast_comments.AST):
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new_node = self.visit(old_value)
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if new_node is None:
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delattr(node, field)
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else:
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setattr(node, field, new_node)
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return node
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def visit_Expr(self, node):
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if hasattr(node.value, "left") and hasattr(node.value.left, "id"):
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node.value.left.id = self.check_dict(StrategyUpdater.name_mapping, node.value.left.id)
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self.visit(node.value)
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return node
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# Renames an element if contained inside a dictionary.
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@staticmethod
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def check_dict(current_dict: dict, element: str):
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if element in current_dict:
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element = current_dict[element]
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return element
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def visit_arguments(self, node):
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if isinstance(node.args, list):
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for arg in node.args:
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arg.arg = self.check_dict(StrategyUpdater.name_mapping, arg.arg)
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return node
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def visit_Name(self, node):
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# if the name is in the mapping, update it
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node.id = self.check_dict(StrategyUpdater.name_mapping, node.id)
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return node
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def visit_Import(self, node):
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# do not update the names in import statements
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return node
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def visit_ImportFrom(self, node):
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# if hasattr(node, "module"):
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# if node.module == "freqtrade.strategy.hyper":
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# node.module = "freqtrade.strategy"
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return node
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def visit_If(self, node: ast_comments.If):
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for child in ast_comments.iter_child_nodes(node):
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self.visit(child)
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return node
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def visit_FunctionDef(self, node):
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node.name = self.check_dict(StrategyUpdater.function_mapping, node.name)
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self.generic_visit(node)
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return node
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def visit_Attribute(self, node):
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if (
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isinstance(node.value, ast_comments.Name)
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and node.value.id == 'trade'
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and node.attr == 'nr_of_successful_buys'
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):
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node.attr = 'nr_of_successful_entries'
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return node
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def visit_ClassDef(self, node):
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# check if the class is derived from IStrategy
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if any(isinstance(base, ast_comments.Name) and
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base.id == 'IStrategy' for base in node.bases):
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# check if the INTERFACE_VERSION variable exists
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has_interface_version = any(
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isinstance(child, ast_comments.Assign) and
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isinstance(child.targets[0], ast_comments.Name) and
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child.targets[0].id == 'INTERFACE_VERSION'
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for child in node.body
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)
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# if the INTERFACE_VERSION variable does not exist, add it as the first child
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if not has_interface_version:
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node.body.insert(0, ast_comments.parse('INTERFACE_VERSION = 3').body[0])
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# otherwise, update its value to 3
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else:
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for child in node.body:
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if (
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isinstance(child, ast_comments.Assign)
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and isinstance(child.targets[0], ast_comments.Name)
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and child.targets[0].id == 'INTERFACE_VERSION'
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):
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child.value = ast_comments.parse('3').body[0].value
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self.generic_visit(node)
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return node
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def visit_Subscript(self, node):
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if isinstance(node.slice, ast_comments.Constant):
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if node.slice.value in StrategyUpdater.rename_dict:
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# Replace the slice attributes with the values from rename_dict
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node.slice.value = StrategyUpdater.rename_dict[node.slice.value]
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if hasattr(node.slice, "elts"):
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self.visit_elts(node.slice.elts)
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if hasattr(node.slice, "value"):
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if hasattr(node.slice.value, "elts"):
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self.visit_elts(node.slice.value.elts)
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return node
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# elts can have elts (technically recursively)
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def visit_elts(self, elts):
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if isinstance(elts, list):
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for elt in elts:
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self.visit_elt(elt)
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else:
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self.visit_elt(elts)
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return elts
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# sub function again needed since the structure itself is highly flexible ...
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def visit_elt(self, elt):
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if isinstance(elt, ast_comments.Constant) and elt.value in StrategyUpdater.rename_dict:
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elt.value = StrategyUpdater.rename_dict[elt.value]
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if hasattr(elt, "elts"):
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self.visit_elts(elt.elts)
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if hasattr(elt, "args"):
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if isinstance(elt.args, ast_comments.arguments):
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self.visit_elts(elt.args)
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else:
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for arg in elt.args:
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self.visit_elts(arg)
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return elt
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def visit_Constant(self, node):
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node.value = self.check_dict(StrategyUpdater.otif_ot_unfilledtimeout, node.value)
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node.value = self.check_dict(StrategyUpdater.name_mapping, node.value)
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return node
|
@ -55,3 +55,5 @@ schedule==1.1.0
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#WS Messages
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websockets==10.4
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janus==1.0.0
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ast-comments==1.0.0
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|
@ -14,7 +14,8 @@ from freqtrade.commands import (start_backtesting_show, start_convert_data, star
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start_hyperopt_show, start_install_ui, start_list_data,
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start_list_exchanges, start_list_markets, start_list_strategies,
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start_list_timeframes, start_new_strategy, start_show_trades,
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start_test_pairlist, start_trading, start_webserver)
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start_strategy_update, start_test_pairlist, start_trading,
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start_webserver)
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from freqtrade.commands.db_commands import start_convert_db
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||||
from freqtrade.commands.deploy_commands import (clean_ui_subdir, download_and_install_ui,
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get_ui_download_url, read_ui_version)
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@ -1546,3 +1547,37 @@ def test_start_convert_db(mocker, fee, tmpdir, caplog):
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start_convert_db(pargs)
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||||
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assert db_target_file.is_file()
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||||
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||||
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||||
def test_start_strategy_updater(mocker, tmpdir):
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sc_mock = mocker.patch('freqtrade.commands.strategy_utils_commands.start_conversion')
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||||
teststrats = Path(__file__).parent.parent / 'strategy/strats'
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||||
args = [
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||||
"strategy-updater",
|
||||
"--userdir",
|
||||
str(tmpdir),
|
||||
"--strategy-path",
|
||||
str(teststrats),
|
||||
]
|
||||
pargs = get_args(args)
|
||||
pargs['config'] = None
|
||||
start_strategy_update(pargs)
|
||||
# Number of strategies in the test directory
|
||||
assert sc_mock.call_count == 11
|
||||
|
||||
sc_mock.reset_mock()
|
||||
args = [
|
||||
"strategy-updater",
|
||||
"--userdir",
|
||||
str(tmpdir),
|
||||
"--strategy-path",
|
||||
str(teststrats),
|
||||
"--strategy-list",
|
||||
"StrategyTestV3",
|
||||
"StrategyTestV2"
|
||||
]
|
||||
pargs = get_args(args)
|
||||
pargs['config'] = None
|
||||
start_strategy_update(pargs)
|
||||
# Number of strategies in the test directory
|
||||
assert sc_mock.call_count == 2
|
||||
|
214
tests/test_strategy_updater.py
Normal file
214
tests/test_strategy_updater.py
Normal file
@ -0,0 +1,214 @@
|
||||
# pragma pylint: disable=missing-docstring, protected-access, invalid-name
|
||||
|
||||
import re
|
||||
import shutil
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
import pytest
|
||||
|
||||
from freqtrade.commands.strategy_utils_commands import start_strategy_update
|
||||
from freqtrade.strategy.strategyupdater import StrategyUpdater
|
||||
from tests.conftest import get_args
|
||||
|
||||
|
||||
if sys.version_info < (3, 9):
|
||||
pytest.skip("StrategyUpdater is not compatible with Python 3.8", allow_module_level=True)
|
||||
|
||||
|
||||
def test_strategy_updater_start(tmpdir, capsys) -> None:
|
||||
# Effective test without mocks.
|
||||
teststrats = Path(__file__).parent / 'strategy/strats'
|
||||
tmpdirp = Path(tmpdir) / "strategies"
|
||||
tmpdirp.mkdir()
|
||||
shutil.copy(teststrats / 'strategy_test_v2.py', tmpdirp)
|
||||
old_code = (teststrats / 'strategy_test_v2.py').read_text()
|
||||
|
||||
args = [
|
||||
"strategy-updater",
|
||||
"--userdir",
|
||||
str(tmpdir),
|
||||
"--strategy-list",
|
||||
"StrategyTestV2"
|
||||
]
|
||||
pargs = get_args(args)
|
||||
pargs['config'] = None
|
||||
|
||||
start_strategy_update(pargs)
|
||||
|
||||
assert Path(tmpdir / "strategies_orig_updater").exists()
|
||||
# Backup file exists
|
||||
assert Path(tmpdir / "strategies_orig_updater" / 'strategy_test_v2.py').exists()
|
||||
# updated file exists
|
||||
new_file = Path(tmpdirp / 'strategy_test_v2.py')
|
||||
assert new_file.exists()
|
||||
new_code = new_file.read_text()
|
||||
assert 'INTERFACE_VERSION = 3' in new_code
|
||||
assert 'INTERFACE_VERSION = 2' in old_code
|
||||
captured = capsys.readouterr()
|
||||
|
||||
assert 'Conversion of strategy_test_v2.py started.' in captured.out
|
||||
assert re.search(r'Conversion of strategy_test_v2\.py took .* seconds', captured.out)
|
||||
|
||||
|
||||
def test_strategy_updater_methods(default_conf, caplog) -> None:
|
||||
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code1 = instance_strategy_updater.update_code("""
|
||||
class testClass(IStrategy):
|
||||
def populate_buy_trend():
|
||||
pass
|
||||
def populate_sell_trend():
|
||||
pass
|
||||
def check_buy_timeout():
|
||||
pass
|
||||
def check_sell_timeout():
|
||||
pass
|
||||
def custom_sell():
|
||||
pass
|
||||
""")
|
||||
|
||||
assert "populate_entry_trend" in modified_code1
|
||||
assert "populate_exit_trend" in modified_code1
|
||||
assert "check_entry_timeout" in modified_code1
|
||||
assert "check_exit_timeout" in modified_code1
|
||||
assert "custom_exit" in modified_code1
|
||||
assert "INTERFACE_VERSION = 3" in modified_code1
|
||||
|
||||
|
||||
def test_strategy_updater_params(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
|
||||
modified_code2 = instance_strategy_updater.update_code("""
|
||||
ticker_interval = '15m'
|
||||
buy_some_parameter = IntParameter(space='buy')
|
||||
sell_some_parameter = IntParameter(space='sell')
|
||||
""")
|
||||
|
||||
assert "timeframe" in modified_code2
|
||||
# check for not editing hyperopt spaces
|
||||
assert "space='buy'" in modified_code2
|
||||
assert "space='sell'" in modified_code2
|
||||
|
||||
|
||||
def test_strategy_updater_constants(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code3 = instance_strategy_updater.update_code("""
|
||||
use_sell_signal = True
|
||||
sell_profit_only = True
|
||||
sell_profit_offset = True
|
||||
ignore_roi_if_buy_signal = True
|
||||
forcebuy_enable = True
|
||||
""")
|
||||
|
||||
assert "use_exit_signal" in modified_code3
|
||||
assert "exit_profit_only" in modified_code3
|
||||
assert "exit_profit_offset" in modified_code3
|
||||
assert "ignore_roi_if_entry_signal" in modified_code3
|
||||
assert "force_entry_enable" in modified_code3
|
||||
|
||||
|
||||
def test_strategy_updater_df_columns(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code = instance_strategy_updater.update_code("""
|
||||
dataframe.loc[reduce(lambda x, y: x & y, conditions), ["buy", "buy_tag"]] = (1, "buy_signal_1")
|
||||
dataframe.loc[reduce(lambda x, y: x & y, conditions), 'sell'] = 1
|
||||
""")
|
||||
|
||||
assert "enter_long" in modified_code
|
||||
assert "exit_long" in modified_code
|
||||
assert "enter_tag" in modified_code
|
||||
|
||||
|
||||
def test_strategy_updater_method_params(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code = instance_strategy_updater.update_code("""
|
||||
def confirm_trade_exit(sell_reason: str):
|
||||
nr_orders = trade.nr_of_successful_buys
|
||||
pass
|
||||
""")
|
||||
assert "exit_reason" in modified_code
|
||||
assert "nr_orders = trade.nr_of_successful_entries" in modified_code
|
||||
|
||||
|
||||
def test_strategy_updater_dicts(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code = instance_strategy_updater.update_code("""
|
||||
order_time_in_force = {
|
||||
'buy': 'gtc',
|
||||
'sell': 'ioc'
|
||||
}
|
||||
order_types = {
|
||||
'buy': 'limit',
|
||||
'sell': 'market',
|
||||
'stoploss': 'market',
|
||||
'stoploss_on_exchange': False
|
||||
}
|
||||
unfilledtimeout = {
|
||||
'buy': 1,
|
||||
'sell': 2
|
||||
}
|
||||
""")
|
||||
|
||||
assert "'entry': 'gtc'" in modified_code
|
||||
assert "'exit': 'ioc'" in modified_code
|
||||
assert "'entry': 'limit'" in modified_code
|
||||
assert "'exit': 'market'" in modified_code
|
||||
assert "'entry': 1" in modified_code
|
||||
assert "'exit': 2" in modified_code
|
||||
|
||||
|
||||
def test_strategy_updater_comparisons(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code = instance_strategy_updater.update_code("""
|
||||
def confirm_trade_exit(sell_reason):
|
||||
if (sell_reason == 'stop_loss'):
|
||||
pass
|
||||
""")
|
||||
assert "exit_reason" in modified_code
|
||||
assert "exit_reason == 'stop_loss'" in modified_code
|
||||
|
||||
|
||||
def test_strategy_updater_strings(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
|
||||
modified_code = instance_strategy_updater.update_code("""
|
||||
sell_reason == 'sell_signal'
|
||||
sell_reason == 'force_sell'
|
||||
sell_reason == 'emergency_sell'
|
||||
""")
|
||||
|
||||
# those tests currently don't work, next in line.
|
||||
assert "exit_signal" in modified_code
|
||||
assert "exit_reason" in modified_code
|
||||
assert "force_exit" in modified_code
|
||||
assert "emergency_exit" in modified_code
|
||||
|
||||
|
||||
def test_strategy_updater_comments(default_conf, caplog) -> None:
|
||||
instance_strategy_updater = StrategyUpdater()
|
||||
modified_code = instance_strategy_updater.update_code("""
|
||||
# This is the 1st comment
|
||||
import talib.abstract as ta
|
||||
# This is the 2nd comment
|
||||
import freqtrade.vendor.qtpylib.indicators as qtpylib
|
||||
|
||||
|
||||
class someStrategy(IStrategy):
|
||||
INTERFACE_VERSION = 2
|
||||
# This is the 3rd comment
|
||||
# This attribute will be overridden if the config file contains "minimal_roi"
|
||||
minimal_roi = {
|
||||
"0": 0.50
|
||||
}
|
||||
|
||||
# This is the 4th comment
|
||||
stoploss = -0.1
|
||||
""")
|
||||
|
||||
assert "This is the 1st comment" in modified_code
|
||||
assert "This is the 2nd comment" in modified_code
|
||||
assert "This is the 3rd comment" in modified_code
|
||||
assert "INTERFACE_VERSION = 3" in modified_code
|
||||
# currently still missing:
|
||||
# Webhook terminology, Telegram notification settings, Strategy/Config settings
|
Loading…
Reference in New Issue
Block a user