Merge pull request #2138 from freqtrade/history_docstrings
Refactorings to history
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commit
9e8ca8d4bf
@ -43,7 +43,7 @@ def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:
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start_index += 1
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if timerange.stoptype == 'line':
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start_index = len(tickerlist) + timerange.stopts
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start_index = max(len(tickerlist) + timerange.stopts, 0)
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if timerange.stoptype == 'index':
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stop_index = timerange.stopts
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elif timerange.stoptype == 'date':
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@ -57,10 +57,8 @@ def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:
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return tickerlist[start_index:stop_index]
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def load_tickerdata_file(
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datadir: Optional[Path], pair: str,
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ticker_interval: str,
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timerange: Optional[TimeRange] = None) -> Optional[list]:
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def load_tickerdata_file(datadir: Optional[Path], pair: str, ticker_interval: str,
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timerange: Optional[TimeRange] = None) -> Optional[list]:
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"""
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Load a pair from file, either .json.gz or .json
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:return: tickerlist or None if unsuccesful
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@ -68,13 +66,22 @@ def load_tickerdata_file(
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filename = pair_data_filename(datadir, pair, ticker_interval)
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pairdata = misc.file_load_json(filename)
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if not pairdata:
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return None
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return []
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if timerange:
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pairdata = trim_tickerlist(pairdata, timerange)
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return pairdata
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def store_tickerdata_file(datadir: Optional[Path], pair: str,
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ticker_interval: str, data: list, is_zip: bool = False):
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"""
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Stores tickerdata to file
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"""
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filename = pair_data_filename(datadir, pair, ticker_interval)
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misc.file_dump_json(filename, data, is_zip=is_zip)
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def load_pair_history(pair: str,
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ticker_interval: str,
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datadir: Optional[Path],
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@ -177,11 +184,14 @@ def pair_data_filename(datadir: Optional[Path], pair: str, ticker_interval: str)
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return filename
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def load_cached_data_for_updating(filename: Path, ticker_interval: str,
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def load_cached_data_for_updating(datadir: Optional[Path], pair: str, ticker_interval: str,
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timerange: Optional[TimeRange]) -> Tuple[List[Any],
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Optional[int]]:
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"""
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Load cached data and choose what part of the data should be updated
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Load cached data to download more data.
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If timerange is passed in, checks wether data from an before the stored data will be downloaded.
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If that's the case than what's available should be completely overwritten.
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Only used by download_pair_history().
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"""
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since_ms = None
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@ -195,12 +205,11 @@ def load_cached_data_for_updating(filename: Path, ticker_interval: str,
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since_ms = arrow.utcnow().shift(minutes=num_minutes).timestamp * 1000
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# read the cached file
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if filename.is_file():
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with open(filename, "rt") as file:
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data = misc.json_load(file)
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# remove the last item, could be incomplete candle
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if data:
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data.pop()
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# Intentionally don't pass timerange in - since we need to load the full dataset.
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data = load_tickerdata_file(datadir, pair, ticker_interval)
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# remove the last item, could be incomplete candle
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if data:
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data.pop()
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else:
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data = []
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@ -239,14 +248,12 @@ def download_pair_history(datadir: Optional[Path],
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)
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try:
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filename = pair_data_filename(datadir, pair, ticker_interval)
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logger.info(
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f'Download history data for pair: "{pair}", interval: {ticker_interval} '
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f'and store in {datadir}.'
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)
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data, since_ms = load_cached_data_for_updating(filename, ticker_interval, timerange)
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data, since_ms = load_cached_data_for_updating(datadir, pair, ticker_interval, timerange)
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logger.debug("Current Start: %s", misc.format_ms_time(data[1][0]) if data else 'None')
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logger.debug("Current End: %s", misc.format_ms_time(data[-1][0]) if data else 'None')
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@ -262,7 +269,7 @@ def download_pair_history(datadir: Optional[Path],
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logger.debug("New Start: %s", misc.format_ms_time(data[0][0]))
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logger.debug("New End: %s", misc.format_ms_time(data[-1][0]))
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misc.file_dump_json(filename, data)
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store_tickerdata_file(datadir, pair, ticker_interval, data=data)
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return True
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except Exception as e:
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@ -5,11 +5,11 @@ import gzip
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import logging
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import re
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from datetime import datetime
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from pathlib import Path
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import numpy as np
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import rapidjson
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logger = logging.getLogger(__name__)
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@ -39,7 +39,7 @@ def datesarray_to_datetimearray(dates: np.ndarray) -> np.ndarray:
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return dates.dt.to_pydatetime()
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def file_dump_json(filename, data, is_zip=False) -> None:
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def file_dump_json(filename: Path, data, is_zip=False) -> None:
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"""
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Dump JSON data into a file
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:param filename: file to create
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@ -49,8 +49,8 @@ def file_dump_json(filename, data, is_zip=False) -> None:
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logger.info(f'dumping json to "{filename}"')
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if is_zip:
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if not filename.endswith('.gz'):
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filename = filename + '.gz'
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if filename.suffix != '.gz':
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filename = filename.with_suffix('.gz')
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with gzip.open(filename, 'w') as fp:
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rapidjson.dump(data, fp, default=str, number_mode=rapidjson.NM_NATIVE)
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else:
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@ -190,7 +190,7 @@ class Backtesting(object):
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return tabulate(tabular_data, headers=headers, # type: ignore
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floatfmt=floatfmt, tablefmt="pipe")
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def _store_backtest_result(self, recordfilename: str, results: DataFrame,
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def _store_backtest_result(self, recordfilename: Path, results: DataFrame,
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strategyname: Optional[str] = None) -> None:
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records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
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@ -201,10 +201,10 @@ class Backtesting(object):
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if records:
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if strategyname:
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# Inject strategyname to filename
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recname = Path(recordfilename)
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recordfilename = str(Path.joinpath(
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recname.parent, f'{recname.stem}-{strategyname}').with_suffix(recname.suffix))
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logger.info('Dumping backtest results to %s', recordfilename)
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recordfilename = Path.joinpath(
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recordfilename.parent,
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f'{recordfilename.stem}-{strategyname}').with_suffix(recordfilename.suffix)
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logger.info(f'Dumping backtest results to {recordfilename}')
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file_dump_json(recordfilename, records)
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def _get_ticker_list(self, processed) -> Dict[str, DataFrame]:
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@ -458,7 +458,7 @@ class Backtesting(object):
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for strategy, results in all_results.items():
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if self.config.get('export', False):
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self._store_backtest_result(self.config['exportfilename'], results,
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self._store_backtest_result(Path(self.config['exportfilename']), results,
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strategy if len(self.strategylist) > 1 else None)
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print(f"Result for strategy {strategy}")
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@ -178,16 +178,13 @@ def test_load_cached_data_for_updating(mocker) -> None:
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# timeframe starts earlier than the cached data
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# should fully update data
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timerange = TimeRange('date', None, test_data[0][0] / 1000 - 1, 0)
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
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assert data == []
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assert start_ts == test_data[0][0] - 1000
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# same with 'line' timeframe
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num_lines = (test_data[-1][0] - test_data[1][0]) / 1000 / 60 + 120
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m',
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TimeRange(None, 'line', 0, -num_lines))
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assert data == []
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assert start_ts < test_data[0][0] - 1
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@ -195,36 +192,29 @@ def test_load_cached_data_for_updating(mocker) -> None:
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# timeframe starts in the center of the cached data
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# should return the chached data w/o the last item
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timerange = TimeRange('date', None, test_data[0][0] / 1000 + 1, 0)
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
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assert data == test_data[:-1]
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assert test_data[-2][0] < start_ts < test_data[-1][0]
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# same with 'line' timeframe
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num_lines = (test_data[-1][0] - test_data[1][0]) / 1000 / 60 + 30
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timerange = TimeRange(None, 'line', 0, -num_lines)
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
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assert data == test_data[:-1]
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assert test_data[-2][0] < start_ts < test_data[-1][0]
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# timeframe starts after the chached data
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# should return the chached data w/o the last item
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timerange = TimeRange('date', None, test_data[-1][0] / 1000 + 1, 0)
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
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assert data == test_data[:-1]
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assert test_data[-2][0] < start_ts < test_data[-1][0]
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# same with 'line' timeframe
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# Try loading last 30 lines.
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# Not supported by load_cached_data_for_updating, we always need to get the full data.
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num_lines = 30
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timerange = TimeRange(None, 'line', 0, -num_lines)
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
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assert data == test_data[:-1]
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assert test_data[-2][0] < start_ts < test_data[-1][0]
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@ -232,35 +222,27 @@ def test_load_cached_data_for_updating(mocker) -> None:
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# should return the chached data w/o the last item
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num_lines = 30
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timerange = TimeRange(None, 'line', 0, -num_lines)
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data, start_ts = load_cached_data_for_updating(test_filename,
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
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assert data == test_data[:-1]
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assert test_data[-2][0] < start_ts < test_data[-1][0]
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# no datafile exist
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# should return timestamp start time
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timerange = TimeRange('date', None, now_ts - 10000, 0)
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data, start_ts = load_cached_data_for_updating(test_filename.with_name('unexist'),
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', timerange)
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assert data == []
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assert start_ts == (now_ts - 10000) * 1000
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# same with 'line' timeframe
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num_lines = 30
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timerange = TimeRange(None, 'line', 0, -num_lines)
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data, start_ts = load_cached_data_for_updating(test_filename.with_name('unexist'),
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'1m',
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timerange)
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data, start_ts = load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', timerange)
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assert data == []
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assert start_ts == (now_ts - num_lines * 60) * 1000
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# no datafile exist, no timeframe is set
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# should return an empty array and None
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data, start_ts = load_cached_data_for_updating(test_filename.with_name('unexist'),
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'1m',
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None)
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data, start_ts = load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', None)
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assert data == []
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assert start_ts is None
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@ -2,6 +2,7 @@
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import math
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import random
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from pathlib import Path
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from unittest.mock import MagicMock
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import numpy as np
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@ -785,10 +786,10 @@ def test_backtest_record(default_conf, fee, mocker):
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# reset test to test with strategy name
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names = []
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records = []
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backtesting._store_backtest_result("backtest-result.json", results, "DefStrat")
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backtesting._store_backtest_result(Path("backtest-result.json"), results, "DefStrat")
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assert len(results) == 4
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# Assert file_dump_json was only called once
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assert names == ['backtest-result-DefStrat.json']
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assert names == [Path('backtest-result-DefStrat.json')]
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records = records[0]
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# Ensure records are of correct type
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assert len(records) == 4
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@ -1,6 +1,7 @@
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# pragma pylint: disable=missing-docstring,C0103
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import datetime
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from pathlib import Path
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from unittest.mock import MagicMock
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from freqtrade.data.converter import parse_ticker_dataframe
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@ -34,12 +35,12 @@ def test_datesarray_to_datetimearray(ticker_history_list):
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def test_file_dump_json(mocker) -> None:
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file_open = mocker.patch('freqtrade.misc.open', MagicMock())
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json_dump = mocker.patch('rapidjson.dump', MagicMock())
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file_dump_json('somefile', [1, 2, 3])
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file_dump_json(Path('somefile'), [1, 2, 3])
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assert file_open.call_count == 1
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assert json_dump.call_count == 1
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file_open = mocker.patch('freqtrade.misc.gzip.open', MagicMock())
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json_dump = mocker.patch('rapidjson.dump', MagicMock())
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file_dump_json('somefile', [1, 2, 3], True)
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file_dump_json(Path('somefile'), [1, 2, 3], True)
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assert file_open.call_count == 1
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assert json_dump.call_count == 1
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