refactoring download_backtest_data.py
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@ -47,7 +47,7 @@ class Arguments(object):
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return self.parsed_arg
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def parse_args(self) -> argparse.Namespace:
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def parse_args(self, no_default_config: bool = False) -> argparse.Namespace:
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"""
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Parses given arguments and returns an argparse Namespace instance.
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"""
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@ -55,7 +55,7 @@ class Arguments(object):
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# Workaround issue in argparse with action='append' and default value
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# (see https://bugs.python.org/issue16399)
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if parsed_arg.config is None:
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if parsed_arg.config is None and not no_default_config:
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parsed_arg.config = [constants.DEFAULT_CONFIG]
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return parsed_arg
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@ -427,26 +427,24 @@ class Arguments(object):
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default=None
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)
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def testdata_dl_options(self) -> None:
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def download_data_options(self) -> None:
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"""
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Parses given arguments for testdata download
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"""
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self.parser.add_argument(
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'--pairs-file',
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help='File containing a list of pairs to download.',
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dest='pairs_file',
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default=None,
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metavar='PATH',
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'-v', '--verbose',
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help='Verbose mode (-vv for more, -vvv to get all messages).',
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action='count',
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dest='loglevel',
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default=0,
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)
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self.parser.add_argument(
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'--export',
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help='Export files to given dir.',
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dest='export',
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default=None,
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metavar='PATH',
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'--logfile',
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help='Log to the file specified',
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dest='logfile',
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type=str,
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metavar='FILE'
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)
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self.parser.add_argument(
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'-c', '--config',
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help='Specify configuration file (default: %(default)s). '
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@ -456,7 +454,21 @@ class Arguments(object):
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type=str,
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metavar='PATH',
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)
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self.parser.add_argument(
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'-d', '--datadir',
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help='Path to backtest data.',
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dest='datadir',
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default=None,
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type=str,
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metavar='PATH',
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)
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self.parser.add_argument(
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'--pairs-file',
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help='File containing a list of pairs to download.',
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dest='pairs_file',
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default=None,
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metavar='PATH',
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)
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self.parser.add_argument(
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'--days',
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help='Download data for given number of days.',
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@ -465,7 +477,6 @@ class Arguments(object):
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metavar='INT',
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default=None
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)
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self.parser.add_argument(
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'--exchange',
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help='Exchange name (default: %(default)s). Only valid if no config is provided.',
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@ -473,7 +484,6 @@ class Arguments(object):
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type=str,
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default='bittrex'
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)
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self.parser.add_argument(
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'-t', '--timeframes',
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help='Specify which tickers to download. Space separated list. \
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@ -484,7 +494,6 @@ class Arguments(object):
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nargs='+',
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dest='timeframes',
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)
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self.parser.add_argument(
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'--erase',
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help='Clean all existing data for the selected exchange/pairs/timeframes.',
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@ -122,12 +122,11 @@ class Configuration(object):
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return conf
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def _load_common_config(self, config: Dict[str, Any]) -> Dict[str, Any]:
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def _load_logging_config(self, config: Dict[str, Any]) -> None:
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"""
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Extract information for sys.argv and load common configuration
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:return: configuration as dictionary
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Extract information for sys.argv and load logging configuration:
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the --loglevel, --logfile options
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"""
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# Log level
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if 'loglevel' in self.args and self.args.loglevel:
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config.update({'verbosity': self.args.loglevel})
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@ -153,6 +152,13 @@ class Configuration(object):
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set_loggers(config['verbosity'])
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logger.info('Verbosity set to %s', config['verbosity'])
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def _load_common_config(self, config: Dict[str, Any]) -> Dict[str, Any]:
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"""
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Extract information for sys.argv and load common configuration
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:return: configuration as dictionary
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"""
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self._load_logging_config(config)
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# Support for sd_notify
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if self.args.sd_notify:
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config['internals'].update({'sd_notify': True})
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@ -228,6 +234,17 @@ class Configuration(object):
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else:
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logger.info(logstring.format(config[argname]))
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def _load_datadir_config(self, config: Dict[str, Any]) -> None:
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"""
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Extract information for sys.argv and load datadir configuration:
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the --datadir option
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"""
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if 'datadir' in self.args and self.args.datadir:
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config.update({'datadir': self._create_datadir(config, self.args.datadir)})
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else:
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config.update({'datadir': self._create_datadir(config, None)})
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logger.info('Using data folder: %s ...', config.get('datadir'))
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def _load_optimize_config(self, config: Dict[str, Any]) -> Dict[str, Any]:
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"""
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Extract information for sys.argv and load Optimize configuration
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@ -263,11 +280,7 @@ class Configuration(object):
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self._args_to_config(config, argname='timerange',
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logstring='Parameter --timerange detected: {} ...')
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if 'datadir' in self.args and self.args.datadir:
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config.update({'datadir': self._create_datadir(config, self.args.datadir)})
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else:
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config.update({'datadir': self._create_datadir(config, None)})
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logger.info('Using data folder: %s ...', config.get('datadir'))
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self._load_datadir_config(config)
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self._args_to_config(config, argname='refresh_pairs',
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logstring='Parameter -r/--refresh-pairs-cached detected ...')
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@ -170,18 +170,18 @@ def test_parse_args_hyperopt_custom() -> None:
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assert call_args.func is not None
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def test_testdata_dl_options() -> None:
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def test_download_data_options() -> None:
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args = [
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'--pairs-file', 'file_with_pairs',
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'--export', 'export/folder',
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'--datadir', 'datadir/folder',
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'--days', '30',
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'--exchange', 'binance'
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]
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arguments = Arguments(args, '')
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arguments.testdata_dl_options()
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arguments.download_data_options()
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args = arguments.parse_args()
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assert args.pairs_file == 'file_with_pairs'
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assert args.export == 'export/folder'
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assert args.datadir == 'datadir/folder'
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assert args.days == 30
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assert args.exchange == 'binance'
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@ -1,39 +1,39 @@
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#!/usr/bin/env python3
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"""
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This script generates json data
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This script generates json files with pairs history data
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"""
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import arrow
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import json
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import sys
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from pathlib import Path
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import arrow
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from typing import Any, Dict
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from typing import Any, Dict, List
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from freqtrade.arguments import Arguments
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from freqtrade.arguments import TimeRange
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from freqtrade.exchange import Exchange
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from freqtrade.arguments import Arguments, TimeRange
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from freqtrade.configuration import Configuration
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from freqtrade.data.history import download_pair_history
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from freqtrade.configuration import Configuration, set_loggers
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from freqtrade.exchange import Exchange
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from freqtrade.misc import deep_merge_dicts
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import logging
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logging.basicConfig(
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level=logging.INFO,
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format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
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)
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set_loggers(0)
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logger = logging.getLogger('download_backtest_data')
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DEFAULT_DL_PATH = 'user_data/data'
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arguments = Arguments(sys.argv[1:], 'download utility')
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arguments.testdata_dl_options()
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args = arguments.parse_args()
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arguments.download_data_options()
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# Do not read the default config if config is not specified
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# in the command line options explicitely
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args = arguments.parse_args(no_default_config=True)
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timeframes = args.timeframes
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pairs: List = []
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configuration = Configuration(args)
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config: Dict[str, Any] = {}
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if args.config:
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configuration = Configuration(args)
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config: Dict[str, Any] = {}
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# Now expecting a list of config filenames here, not a string
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for path in args.config:
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print(f"Using config: {path}...")
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@ -42,9 +42,19 @@ if args.config:
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config['stake_currency'] = ''
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# Ensure we do not use Exchange credentials
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config['exchange']['dry_run'] = True
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config['exchange']['key'] = ''
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config['exchange']['secret'] = ''
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if args.exchange:
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config['exchange']['name'] = args.exchange
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pairs = config['exchange']['pair_whitelist']
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timeframes = [config['ticker_interval']]
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else:
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if not args.exchange:
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sys.exit("No exchange specified.")
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config = {
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'stake_currency': '',
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'dry_run': True,
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@ -60,55 +70,59 @@ else:
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}
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}
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configuration._load_logging_config(config)
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configuration._load_datadir_config(config)
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dl_path = Path(DEFAULT_DL_PATH).joinpath(config['exchange']['name'])
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if args.export:
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dl_path = Path(args.export)
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if not dl_path.is_dir():
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sys.exit(f'Directory {dl_path} does not exist.')
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dl_path = Path(config['datadir'])
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pairs_file = Path(args.pairs_file) if args.pairs_file else dl_path.joinpath('pairs.json')
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if not pairs_file.exists():
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sys.exit(f'No pairs file found with path {pairs_file}.')
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with pairs_file.open() as file:
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PAIRS = list(set(json.load(file)))
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if not pairs or args.pairs_file:
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print(f'Reading pairs file "{pairs_file}".')
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# Download pairs from the pairs file if no config is specified
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# or if pairs file is specified explicitely
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if not pairs_file.exists():
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sys.exit(f'No pairs file found with path "{pairs_file}".')
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PAIRS.sort()
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with pairs_file.open() as file:
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pairs = list(set(json.load(file)))
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pairs.sort()
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timerange = TimeRange()
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if args.days:
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time_since = arrow.utcnow().shift(days=-args.days).strftime("%Y%m%d")
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timerange = arguments.parse_timerange(f'{time_since}-')
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print(f'About to download pairs: {pairs}, intervals: {timeframes} to {dl_path}')
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print(f'About to download pairs: {PAIRS} to {dl_path}')
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# Init exchange
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exchange = Exchange(config)
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pairs_not_available = []
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for pair in PAIRS:
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if pair not in exchange._api.markets:
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pairs_not_available.append(pair)
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print(f"skipping pair {pair}")
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continue
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for ticker_interval in timeframes:
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pair_print = pair.replace('/', '_')
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filename = f'{pair_print}-{ticker_interval}.json'
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dl_file = dl_path.joinpath(filename)
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if args.erase and dl_file.exists():
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print(f'Deleting existing data for pair {pair}, interval {ticker_interval}')
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dl_file.unlink()
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try:
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# Init exchange
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exchange = Exchange(config)
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print(f'downloading pair {pair}, interval {ticker_interval}')
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download_pair_history(datadir=dl_path, exchange=exchange,
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pair=pair,
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ticker_interval=ticker_interval,
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timerange=timerange)
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for pair in pairs:
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if pair not in exchange._api.markets:
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pairs_not_available.append(pair)
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print(f"skipping pair {pair}")
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continue
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for ticker_interval in timeframes:
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pair_print = pair.replace('/', '_')
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filename = f'{pair_print}-{ticker_interval}.json'
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dl_file = dl_path.joinpath(filename)
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if args.erase and dl_file.exists():
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print(f'Deleting existing data for pair {pair}, interval {ticker_interval}')
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dl_file.unlink()
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print(f'downloading pair {pair}, interval {ticker_interval}')
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download_pair_history(datadir=dl_path, exchange=exchange,
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pair=pair, ticker_interval=ticker_interval,
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timerange=timerange)
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if pairs_not_available:
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print(f"Pairs [{','.join(pairs_not_available)}] not availble.")
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except KeyboardInterrupt:
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sys.exit("SIGINT received, aborting ...")
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finally:
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if pairs_not_available:
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print(f"Pairs [{','.join(pairs_not_available)}] not availble.")
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