Rename datahandler module to history module
Also move previous history.py into this module - so everything is bundled
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b37b5c3d90
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@ -1,36 +0,0 @@
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from typing import Type
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from pathlib import Path
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from .idatahandler import IDataHandler
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def get_datahandlerclass(datatype: str) -> Type[IDataHandler]:
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"""
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Get datahandler class.
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Could be done using Resolvers, but since this may be called often and resolvers
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are rather expensive, doing this directly should improve performance.
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:param datatype: datatype to use.
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:return: Datahandler class
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"""
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if datatype == 'json':
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from .jsondatahandler import JsonDataHandler
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return JsonDataHandler
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elif datatype == 'jsongz':
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from .jsondatahandler import JsonGzDataHandler
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return JsonGzDataHandler
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else:
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raise ValueError(f"No datahandler for datatype {datatype} available.")
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def get_datahandler(datadir: Path, data_format: str = None,
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data_handler: IDataHandler = None) -> IDataHandler:
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"""
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:param datadir: Folder to save data
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:data_format: dataformat to use
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:data_handler: returns this datahandler if it exists or initializes a new one
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"""
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if not data_handler:
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HandlerClass = get_datahandlerclass(data_format or 'json')
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data_handler = HandlerClass(datadir)
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return data_handler
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14
freqtrade/data/history/__init__.py
Normal file
14
freqtrade/data/history/__init__.py
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@ -0,0 +1,14 @@
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"""
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Handle historic data (ohlcv).
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Includes:
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* load data for a pair (or a list of pairs) from disk
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* download data from exchange and store to disk
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"""
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from .history_utils import (convert_trades_to_ohlcv, # noqa: F401
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get_timerange, load_data, load_pair_history,
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refresh_backtest_ohlcv_data,
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refresh_backtest_trades_data, refresh_data,
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validate_backtest_data)
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from .idatahandler import get_datahandler, get_datahandlerclass # noqa: F401
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@ -1,11 +1,3 @@
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"""
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Handle historic data (ohlcv).
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Includes:
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* load data for a pair (or a list of pairs) from disk
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* download data from exchange and store to disk
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"""
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import logging
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import operator
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from datetime import datetime, timezone
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@ -19,8 +11,7 @@ from freqtrade import OperationalException
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from freqtrade.configuration import TimeRange
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from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
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from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
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from freqtrade.data.datahandlers import get_datahandler
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from freqtrade.data.datahandlers.idatahandler import IDataHandler
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from freqtrade.data.history.idatahandler import IDataHandler, get_datahandler
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from freqtrade.exchange import Exchange
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logger = logging.getLogger(__name__)
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@ -6,13 +6,14 @@ It's subclasses handle and storing data from disk.
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import logging
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from abc import ABC, abstractclassmethod, abstractmethod
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from copy import deepcopy
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from pathlib import Path
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from typing import Dict, List, Optional
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from datetime import datetime, timezone
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from pathlib import Path
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from typing import Dict, List, Optional, Type
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from pandas import DataFrame
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from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
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from freqtrade.configuration import TimeRange
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from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
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from freqtrade.exchange import timeframe_to_seconds
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logger = logging.getLogger(__name__)
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@ -89,3 +90,36 @@ class IDataHandler(ABC):
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if pairdata.iloc[-1]['date'] < stop:
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logger.warning(f"Missing data at end for pair {pair}, "
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f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")
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def get_datahandlerclass(datatype: str) -> Type[IDataHandler]:
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"""
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Get datahandler class.
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Could be done using Resolvers, but since this may be called often and resolvers
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are rather expensive, doing this directly should improve performance.
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:param datatype: datatype to use.
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:return: Datahandler class
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"""
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if datatype == 'json':
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from .jsondatahandler import JsonDataHandler
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return JsonDataHandler
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elif datatype == 'jsongz':
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from .jsondatahandler import JsonGzDataHandler
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return JsonGzDataHandler
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else:
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raise ValueError(f"No datahandler for datatype {datatype} available.")
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def get_datahandler(datadir: Path, data_format: str = None,
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data_handler: IDataHandler = None) -> IDataHandler:
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"""
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:param datadir: Folder to save data
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:data_format: dataformat to use
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:data_handler: returns this datahandler if it exists or initializes a new one
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"""
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if not data_handler:
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HandlerClass = get_datahandlerclass(data_format or 'json')
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data_handler = HandlerClass(datadir)
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return data_handler
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@ -17,8 +17,8 @@ from freqtrade.configuration import (Configuration, TimeRange,
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from freqtrade.configuration.directory_operations import (copy_sample_files,
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create_userdata_dir)
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from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
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from freqtrade.data.datahandlers import get_datahandlerclass
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from freqtrade.data.history import (convert_trades_to_ohlcv,
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get_datahandlerclass,
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refresh_backtest_ohlcv_data,
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refresh_backtest_trades_data)
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from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
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@ -13,18 +13,15 @@ from pandas.testing import assert_frame_equal
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from freqtrade.configuration import TimeRange
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from freqtrade.data.converter import parse_ticker_dataframe
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from freqtrade.data.datahandlers import get_datahandler, get_datahandlerclass
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from freqtrade.data.datahandlers.idatahandler import IDataHandler
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from freqtrade.data.datahandlers.jsondatahandler import (JsonDataHandler,
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JsonGzDataHandler)
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from freqtrade.data.history import (_download_pair_history,
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_download_trades_history,
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_load_cached_data_for_updating,
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convert_trades_to_ohlcv, get_timerange,
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load_data, load_pair_history,
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refresh_backtest_ohlcv_data,
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refresh_backtest_trades_data, refresh_data,
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validate_backtest_data)
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from freqtrade.data.history import get_datahandler, get_datahandlerclass
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from freqtrade.data.history.history_utils import (
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_download_pair_history, _download_trades_history,
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_load_cached_data_for_updating, convert_trades_to_ohlcv, get_timerange,
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load_data, load_pair_history, refresh_backtest_ohlcv_data,
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refresh_backtest_trades_data, refresh_data, validate_backtest_data)
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from freqtrade.data.history.idatahandler import IDataHandler
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from freqtrade.data.history.jsondatahandler import (JsonDataHandler,
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JsonGzDataHandler)
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from freqtrade.exchange import timeframe_to_minutes
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from freqtrade.misc import file_dump_json
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from freqtrade.strategy.default_strategy import DefaultStrategy
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@ -100,7 +97,7 @@ def test_load_data_1min_ticker(ticker_history, mocker, caplog, testdatadir) -> N
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def test_load_data_startup_candles(mocker, caplog, default_conf, testdatadir) -> None:
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ltfmock = mocker.patch(
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'freqtrade.data.datahandlers.jsondatahandler.JsonDataHandler._ohlcv_load',
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'freqtrade.data.history.jsondatahandler.JsonDataHandler._ohlcv_load',
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MagicMock(return_value=DataFrame()))
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timerange = TimeRange('date', None, 1510639620, 0)
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load_pair_history(pair='UNITTEST/BTC', timeframe='1m',
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@ -271,7 +268,7 @@ def test_download_pair_history2(mocker, default_conf, testdatadir) -> None:
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[1509836580000, 0.00161, 0.00161, 0.00161, 0.00161, 82.390199]
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]
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json_dump_mock = mocker.patch(
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'freqtrade.data.datahandlers.jsondatahandler.JsonDataHandler.ohlcv_store',
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'freqtrade.data.history.jsondatahandler.JsonDataHandler.ohlcv_store',
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return_value=None)
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mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=tick)
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exchange = get_patched_exchange(mocker, default_conf)
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@ -444,7 +441,8 @@ def test_validate_backtest_data(default_conf, mocker, caplog, testdatadir) -> No
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def test_refresh_backtest_ohlcv_data(mocker, default_conf, markets, caplog, testdatadir):
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dl_mock = mocker.patch('freqtrade.data.history._download_pair_history', MagicMock())
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dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_pair_history',
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MagicMock())
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mocker.patch(
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'freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets)
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)
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@ -465,7 +463,7 @@ def test_refresh_backtest_ohlcv_data(mocker, default_conf, markets, caplog, test
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def test_download_data_no_markets(mocker, default_conf, caplog, testdatadir):
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dl_mock = mocker.patch('freqtrade.data.history._download_pair_history', MagicMock())
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dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_pair_history', MagicMock())
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ex = get_patched_exchange(mocker, default_conf)
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mocker.patch(
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@ -485,7 +483,8 @@ def test_download_data_no_markets(mocker, default_conf, caplog, testdatadir):
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def test_refresh_backtest_trades_data(mocker, default_conf, markets, caplog, testdatadir):
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dl_mock = mocker.patch('freqtrade.data.history._download_trades_history', MagicMock())
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dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_trades_history',
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MagicMock())
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mocker.patch(
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'freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets)
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)
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@ -460,7 +460,8 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
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def get_timerange(input1):
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return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
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mocker.patch('freqtrade.data.history.load_pair_history', MagicMock(return_value=pd.DataFrame()))
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mocker.patch('freqtrade.data.history.history_utils.load_pair_history',
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MagicMock(return_value=pd.DataFrame()))
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mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
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mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
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patch_exchange(mocker)
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