From 0614e599661a459d27a96bdbec00b4221709301d Mon Sep 17 00:00:00 2001 From: Matthias Date: Sun, 12 Jul 2020 20:06:59 +0200 Subject: [PATCH 01/41] Add tables dependency --- freqtrade/commands/arguments.py | 2 +- freqtrade/constants.py | 2 +- requirements-common.txt | 1 + setup.py | 1 + 4 files changed, 4 insertions(+), 2 deletions(-) diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py index e6f6f8167..0899321db 100644 --- a/freqtrade/commands/arguments.py +++ b/freqtrade/commands/arguments.py @@ -15,7 +15,7 @@ ARGS_STRATEGY = ["strategy", "strategy_path"] ARGS_TRADE = ["db_url", "sd_notify", "dry_run"] -ARGS_COMMON_OPTIMIZE = ["timeframe", "timerange", +ARGS_COMMON_OPTIMIZE = ["timeframe", "timerange", "dataformat_ohlcv", "max_open_trades", "stake_amount", "fee"] ARGS_BACKTEST = ARGS_COMMON_OPTIMIZE + ["position_stacking", "use_max_market_positions", diff --git a/freqtrade/constants.py b/freqtrade/constants.py index 1dadc6e16..a5a5a3339 100644 --- a/freqtrade/constants.py +++ b/freqtrade/constants.py @@ -24,7 +24,7 @@ ORDERTIF_POSSIBILITIES = ['gtc', 'fok', 'ioc'] AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList', 'AgeFilter', 'PrecisionFilter', 'PriceFilter', 'ShuffleFilter', 'SpreadFilter'] -AVAILABLE_DATAHANDLERS = ['json', 'jsongz'] +AVAILABLE_DATAHANDLERS = ['json', 'jsongz', 'hdf5'] DRY_RUN_WALLET = 1000 MATH_CLOSE_PREC = 1e-14 # Precision used for float comparisons DEFAULT_DATAFRAME_COLUMNS = ['date', 'open', 'high', 'low', 'close', 'volume'] diff --git a/requirements-common.txt b/requirements-common.txt index d5c5fd832..604a769d4 100644 --- a/requirements-common.txt +++ b/requirements-common.txt @@ -13,6 +13,7 @@ TA-Lib==0.4.18 tabulate==0.8.7 pycoingecko==1.3.0 jinja2==2.11.2 +tables==3.6.1 # find first, C search in arrays py_find_1st==1.1.4 diff --git a/setup.py b/setup.py index 6d832e3f5..b1b500cc8 100644 --- a/setup.py +++ b/setup.py @@ -85,6 +85,7 @@ setup(name='freqtrade', # from requirements.txt 'numpy', 'pandas', + 'tables', ], extras_require={ 'api': api, From 55591e287c567d1671811c441c15c3df0b0d0d85 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sun, 12 Jul 2020 20:17:21 +0200 Subject: [PATCH 02/41] First version of hdf5handler - no proper support for trades yet --- freqtrade/data/history/hdf5datahandler.py | 184 ++++++++++++++++++++++ freqtrade/data/history/idatahandler.py | 7 +- 2 files changed, 188 insertions(+), 3 deletions(-) create mode 100644 freqtrade/data/history/hdf5datahandler.py diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py new file mode 100644 index 000000000..21f521cc3 --- /dev/null +++ b/freqtrade/data/history/hdf5datahandler.py @@ -0,0 +1,184 @@ +import logging +import re +from pathlib import Path +from typing import List, Optional + +import pandas as pd + +from freqtrade import misc +from freqtrade.configuration import TimeRange +from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS + +from .idatahandler import IDataHandler, TradeList + +logger = logging.getLogger(__name__) + + +class HDF5Handler(IDataHandler): + + _columns = DEFAULT_DATAFRAME_COLUMNS + + @classmethod + def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]: + """ + Returns a list of all pairs with ohlcv data available in this datadir + for the specified timeframe + :param datadir: Directory to search for ohlcv files + :param timeframe: Timeframe to search pairs for + :return: List of Pairs + """ + + _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.h5)', p.name) + for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")] + # Check if regex found something and only return these results + return [match[0].replace('_', '/') for match in _tmp if match] + + def ohlcv_store(self, pair: str, timeframe: str, data: pd.DataFrame) -> None: + """ + Store data in hdf5 file. + :param pair: Pair - used to generate filename + :timeframe: Timeframe - used to generate filename + :data: Dataframe containing OHLCV data + :return: None + """ + key = self._pair_ohlcv_key(pair, timeframe) + _data = data.copy() + # Convert date to int + # _data['date'] = _data['date'].astype(np.int64) // 1000 // 1000 + + filename = self._pair_data_filename(self._datadir, pair, timeframe) + ds = pd.HDFStore(filename, mode='a', complevel=9) + ds.put(key, _data.loc[:, self._columns], format='table', data_columns=['date']) + + ds.close() + + def _ohlcv_load(self, pair: str, timeframe: str, + timerange: Optional[TimeRange] = None) -> pd.DataFrame: + """ + Internal method used to load data for one pair from disk. + Implements the loading and conversion to a Pandas dataframe. + Timerange trimming and dataframe validation happens outside of this method. + :param pair: Pair to load data + :param timeframe: Timeframe (e.g. "5m") + :param timerange: Limit data to be loaded to this timerange. + Optionally implemented by subclasses to avoid loading + all data where possible. + :return: DataFrame with ohlcv data, or empty DataFrame + """ + key = self._pair_ohlcv_key(pair, timeframe) + filename = self._pair_data_filename(self._datadir, pair, timeframe) + + if not filename.exists(): + return pd.DataFrame(columns=self._columns) + where = [] + if timerange: + if timerange.starttype == 'date': + where.append(f"date >= Timestamp({timerange.startts * 1e9})") + if timerange.stoptype == 'date': + where.append(f"date < Timestamp({timerange.stopts * 1e9})") + + pairdata = pd.read_hdf(filename, key=key, mode="r", where=where) + + if list(pairdata.columns) != self._columns: + raise ValueError("Wrong dataframe format") + pairdata = pairdata.astype(dtype={'open': 'float', 'high': 'float', + 'low': 'float', 'close': 'float', 'volume': 'float'}) + return pairdata + + def ohlcv_purge(self, pair: str, timeframe: str) -> bool: + """ + Remove data for this pair + :param pair: Delete data for this pair. + :param timeframe: Timeframe (e.g. "5m") + :return: True when deleted, false if file did not exist. + """ + filename = self._pair_data_filename(self._datadir, pair, timeframe) + if filename.exists(): + filename.unlink() + return True + return False + + def ohlcv_append(self, pair: str, timeframe: str, data: pd.DataFrame) -> None: + """ + Append data to existing data structures + :param pair: Pair + :param timeframe: Timeframe this ohlcv data is for + :param data: Data to append. + """ + raise NotImplementedError() + + @classmethod + def trades_get_pairs(cls, datadir: Path) -> List[str]: + """ + Returns a list of all pairs for which trade data is available in this + :param datadir: Directory to search for ohlcv files + :return: List of Pairs + """ + _tmp = [re.search(r'^(\S+)(?=\-trades.h5)', p.name) + for p in datadir.glob(f"*trades.{cls._get_file_extension()}")] + # Check if regex found something and only return these results to avoid exceptions. + return [match[0].replace('_', '/') for match in _tmp if match] + + def trades_store(self, pair: str, data: TradeList) -> None: + """ + Store trades data (list of Dicts) to file + :param pair: Pair - used for filename + :param data: List of Lists containing trade data, + column sequence as in DEFAULT_TRADES_COLUMNS + """ + key = self._pair_trades_key(pair) + ds = pd.HDFStore(self.filename_trades, mode='a', complevel=9) + ds.put(key, pd.DataFrame(data, columns=DEFAULT_TRADES_COLUMNS), + format='table', data_columns=['timestamp']) + ds.close() + + def trades_append(self, pair: str, data: TradeList): + """ + Append data to existing files + :param pair: Pair - used for filename + :param data: List of Lists containing trade data, + column sequence as in DEFAULT_TRADES_COLUMNS + """ + raise NotImplementedError() + + def _trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList: + """ + Load a pair from file, either .json.gz or .json + # TODO: respect timerange ... + :param pair: Load trades for this pair + :param timerange: Timerange to load trades for - currently not implemented + :return: List of trades + """ + raise NotImplementedError() + + def trades_purge(self, pair: str) -> bool: + """ + Remove data for this pair + :param pair: Delete data for this pair. + :return: True when deleted, false if file did not exist. + """ + filename = self._pair_trades_filename(self._datadir, pair) + if filename.exists(): + filename.unlink() + return True + return False + + @classmethod + def _pair_ohlcv_key(cls, pair: str, timeframe: str) -> Path: + return f"{pair}/ohlcv/tf_{timeframe}" + + @classmethod + def _pair_trades_key(cls, pair: str) -> Path: + return f"{pair}/trades" + + @classmethod + def _pair_data_filename(cls, datadir: Path, pair: str, timeframe: str) -> Path: + pair_s = misc.pair_to_filename(pair) + filename = datadir.joinpath(f'{pair_s}-{timeframe}.h5') + return filename + + @classmethod + def _pair_trades_filename(cls, datadir: Path, pair: str) -> Path: + pair_s = misc.pair_to_filename(pair) + filename = datadir.joinpath(f'{pair_s}-trades.h5') + return filename diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py index 96d288e01..be3e34e04 100644 --- a/freqtrade/data/history/idatahandler.py +++ b/freqtrade/data/history/idatahandler.py @@ -50,9 +50,7 @@ class IDataHandler(ABC): @abstractmethod def ohlcv_store(self, pair: str, timeframe: str, data: DataFrame) -> None: """ - Store data in json format "values". - format looks as follows: - [[,,,,]] + Store ohlcv data. :param pair: Pair - used to generate filename :timeframe: Timeframe - used to generate filename :data: Dataframe containing OHLCV data @@ -239,6 +237,9 @@ def get_datahandlerclass(datatype: str) -> Type[IDataHandler]: elif datatype == 'jsongz': from .jsondatahandler import JsonGzDataHandler return JsonGzDataHandler + elif datatype == 'hdf5': + from .hdf5datahandler import HDF5Handler + return HDF5Handler else: raise ValueError(f"No datahandler for datatype {datatype} available.") From d4540c846ae9fdf427364b8dd1664b3d0b604347 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sun, 12 Jul 2020 20:41:25 +0200 Subject: [PATCH 03/41] Add trades_load method --- freqtrade/data/history/hdf5datahandler.py | 26 ++++++++++++++++------- 1 file changed, 18 insertions(+), 8 deletions(-) diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index 21f521cc3..c99436b3c 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -7,7 +7,7 @@ import pandas as pd from freqtrade import misc from freqtrade.configuration import TimeRange -from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS +from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS, DEFAULT_TRADES_COLUMNS from .idatahandler import IDataHandler, TradeList @@ -29,7 +29,7 @@ class HDF5Handler(IDataHandler): """ _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.h5)', p.name) - for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")] + for p in datadir.glob(f"*{timeframe}.h5")] # Check if regex found something and only return these results return [match[0].replace('_', '/') for match in _tmp if match] @@ -43,8 +43,6 @@ class HDF5Handler(IDataHandler): """ key = self._pair_ohlcv_key(pair, timeframe) _data = data.copy() - # Convert date to int - # _data['date'] = _data['date'].astype(np.int64) // 1000 // 1000 filename = self._pair_data_filename(self._datadir, pair, timeframe) ds = pd.HDFStore(filename, mode='a', complevel=9) @@ -115,7 +113,7 @@ class HDF5Handler(IDataHandler): :return: List of Pairs """ _tmp = [re.search(r'^(\S+)(?=\-trades.h5)', p.name) - for p in datadir.glob(f"*trades.{cls._get_file_extension()}")] + for p in datadir.glob("*trades.h5")] # Check if regex found something and only return these results to avoid exceptions. return [match[0].replace('_', '/') for match in _tmp if match] @@ -143,13 +141,25 @@ class HDF5Handler(IDataHandler): def _trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList: """ - Load a pair from file, either .json.gz or .json - # TODO: respect timerange ... + Load a pair from h5 file. :param pair: Load trades for this pair :param timerange: Timerange to load trades for - currently not implemented :return: List of trades """ - raise NotImplementedError() + key = self._pair_trades_key(pair) + filename = self._pair_trades_filename(self._datadir, pair) + + if not filename.exists(): + return [] + where = [] + if timerange: + if timerange.starttype == 'date': + where.append(f"timestamp >= {timerange.startts * 1e3}") + if timerange.stoptype == 'date': + where.append(f"timestamp < {timerange.stopts * 1e3}") + + trades = pd.read_hdf(filename, key=key, mode="r", where=where) + return trades.values.tolist() def trades_purge(self, pair: str) -> bool: """ From 31df42e7376b024c6a5cf7e6b8c01aff40be1734 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 17:30:16 +0200 Subject: [PATCH 04/41] Implement get_available_data --- freqtrade/data/history/hdf5datahandler.py | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index c99436b3c..82298f38b 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -7,7 +7,9 @@ import pandas as pd from freqtrade import misc from freqtrade.configuration import TimeRange -from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS, DEFAULT_TRADES_COLUMNS +from freqtrade.constants import (DEFAULT_DATAFRAME_COLUMNS, + DEFAULT_TRADES_COLUMNS, + ListPairsWithTimeframes) from .idatahandler import IDataHandler, TradeList @@ -18,6 +20,18 @@ class HDF5Handler(IDataHandler): _columns = DEFAULT_DATAFRAME_COLUMNS + @classmethod + def ohlcv_get_available_data(cls, datadir: Path) -> ListPairsWithTimeframes: + """ + Returns a list of all pairs with ohlcv data available in this datadir + :param datadir: Directory to search for ohlcv files + :return: List of Tuples of (pair, timeframe) + """ + _tmp = [re.search(r'^([a-zA-Z_]+)\-(\d+\S+)(?=.h5)', p.name) + for p in datadir.glob("*.h5")] + return [(match[1].replace('_', '/'), match[2]) for match in _tmp + if match and len(match.groups()) > 1] + @classmethod def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]: """ @@ -45,7 +59,7 @@ class HDF5Handler(IDataHandler): _data = data.copy() filename = self._pair_data_filename(self._datadir, pair, timeframe) - ds = pd.HDFStore(filename, mode='a', complevel=9) + ds = pd.HDFStore(filename, mode='a', complevel=9, complib='blosc') ds.put(key, _data.loc[:, self._columns], format='table', data_columns=['date']) ds.close() From 0f08addfbea44fd3bd3ce83bbffc2e81c5290333 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 17:37:07 +0200 Subject: [PATCH 05/41] Don't store empty arrays --- freqtrade/data/converter.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py index 46b653eb0..100a578a2 100644 --- a/freqtrade/data/converter.py +++ b/freqtrade/data/converter.py @@ -255,7 +255,8 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: drop_incomplete=False, startup_candles=0) logger.info(f"Converting {len(data)} candles for {pair}") - trg.ohlcv_store(pair=pair, timeframe=timeframe, data=data) - if erase and convert_from != convert_to: - logger.info(f"Deleting source data for {pair} / {timeframe}") - src.ohlcv_purge(pair=pair, timeframe=timeframe) + if len(data) > 0: + trg.ohlcv_store(pair=pair, timeframe=timeframe, data=data) + if erase and convert_from != convert_to: + logger.info(f"Deleting source data for {pair} / {timeframe}") + src.ohlcv_purge(pair=pair, timeframe=timeframe) From 3171ad33b756183e7240c38314abca4832583340 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 17:44:29 +0200 Subject: [PATCH 06/41] Add blosc compression --- freqtrade/data/history/hdf5datahandler.py | 2 +- requirements-common.txt | 1 + setup.py | 1 + 3 files changed, 3 insertions(+), 1 deletion(-) diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index 82298f38b..d27b28c2d 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -139,7 +139,7 @@ class HDF5Handler(IDataHandler): column sequence as in DEFAULT_TRADES_COLUMNS """ key = self._pair_trades_key(pair) - ds = pd.HDFStore(self.filename_trades, mode='a', complevel=9) + ds = pd.HDFStore(self.filename_trades, mode='a', complevel=9, complib='blosc') ds.put(key, pd.DataFrame(data, columns=DEFAULT_TRADES_COLUMNS), format='table', data_columns=['timestamp']) ds.close() diff --git a/requirements-common.txt b/requirements-common.txt index 604a769d4..3e58f15b4 100644 --- a/requirements-common.txt +++ b/requirements-common.txt @@ -14,6 +14,7 @@ tabulate==0.8.7 pycoingecko==1.3.0 jinja2==2.11.2 tables==3.6.1 +blosc==1.9.1 # find first, C search in arrays py_find_1st==1.1.4 diff --git a/setup.py b/setup.py index b1b500cc8..7213d3092 100644 --- a/setup.py +++ b/setup.py @@ -86,6 +86,7 @@ setup(name='freqtrade', 'numpy', 'pandas', 'tables', + 'blosc', ], extras_require={ 'api': api, From 861e7099ccf14427313b79c5ceecd300963b3459 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 19:23:37 +0200 Subject: [PATCH 07/41] Rename hdf5handler to hdf5DataHandler --- freqtrade/data/history/hdf5datahandler.py | 2 +- freqtrade/data/history/idatahandler.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index d27b28c2d..debbcce8b 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -16,7 +16,7 @@ from .idatahandler import IDataHandler, TradeList logger = logging.getLogger(__name__) -class HDF5Handler(IDataHandler): +class HDF5DataHandler(IDataHandler): _columns = DEFAULT_DATAFRAME_COLUMNS diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py index be3e34e04..01b14f501 100644 --- a/freqtrade/data/history/idatahandler.py +++ b/freqtrade/data/history/idatahandler.py @@ -238,8 +238,8 @@ def get_datahandlerclass(datatype: str) -> Type[IDataHandler]: from .jsondatahandler import JsonGzDataHandler return JsonGzDataHandler elif datatype == 'hdf5': - from .hdf5datahandler import HDF5Handler - return HDF5Handler + from .hdf5datahandler import HDF5DataHandler + return HDF5DataHandler else: raise ValueError(f"No datahandler for datatype {datatype} available.") From 6a0c84b64924db4889363e8b062d769c46f7deb4 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 19:23:56 +0200 Subject: [PATCH 08/41] Add tests for hdf5 --- tests/data/test_history.py | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index d84c212b1..fd4f5a449 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -1,5 +1,6 @@ # pragma pylint: disable=missing-docstring, protected-access, C0103 +from freqtrade.data.history.hdf5datahandler import HDF5DataHandler import json import uuid from pathlib import Path @@ -12,6 +13,7 @@ from pandas import DataFrame from pandas.testing import assert_frame_equal from freqtrade.configuration import TimeRange +from freqtrade.constants import AVAILABLE_DATAHANDLERS from freqtrade.data.converter import ohlcv_to_dataframe from freqtrade.data.history.history_utils import ( _download_pair_history, _download_trades_history, @@ -682,14 +684,16 @@ def test_jsondatahandler_trades_purge(mocker, testdatadir): assert dh.trades_purge('UNITTEST/NONEXIST') -def test_jsondatahandler_ohlcv_append(testdatadir): - dh = JsonGzDataHandler(testdatadir) +@pytest.mark.parametrize('datahandler', AVAILABLE_DATAHANDLERS) +def test_datahandler_ohlcv_append(datahandler, testdatadir, ): + dh = get_datahandler(testdatadir, datahandler) with pytest.raises(NotImplementedError): dh.ohlcv_append('UNITTEST/ETH', '5m', DataFrame()) -def test_jsondatahandler_trades_append(testdatadir): - dh = JsonGzDataHandler(testdatadir) +@pytest.mark.parametrize('datahandler', AVAILABLE_DATAHANDLERS) +def test_datahandler_trades_append(datahandler, testdatadir): + dh = get_datahandler(testdatadir, datahandler) with pytest.raises(NotImplementedError): dh.trades_append('UNITTEST/ETH', []) @@ -702,6 +706,9 @@ def test_gethandlerclass(): assert cl == JsonGzDataHandler assert issubclass(cl, IDataHandler) assert issubclass(cl, JsonDataHandler) + cl = get_datahandlerclass('hdf5') + assert cl == HDF5DataHandler + assert issubclass(cl, IDataHandler) with pytest.raises(ValueError, match=r"No datahandler for .*"): get_datahandlerclass('DeadBeef') @@ -713,3 +720,6 @@ def test_get_datahandler(testdatadir): assert type(dh) == JsonGzDataHandler dh1 = get_datahandler(testdatadir, 'jsongz', dh) assert id(dh1) == id(dh) + + dh = get_datahandler(testdatadir, 'hdf5') + assert type(dh) == HDF5DataHandler From e26e658f99bc82f9cd194a0dfb2239397cfc60e2 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 19:33:27 +0200 Subject: [PATCH 09/41] Improve a few tests --- tests/data/test_history.py | 17 +++++++++++++---- 1 file changed, 13 insertions(+), 4 deletions(-) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index fd4f5a449..2c0665b69 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -622,7 +622,7 @@ def test_convert_trades_to_ohlcv(mocker, default_conf, testdatadir, caplog): _clean_test_file(file5) -def test_jsondatahandler_ohlcv_get_pairs(testdatadir): +def test_datahandler_ohlcv_get_pairs(testdatadir): pairs = JsonDataHandler.ohlcv_get_pairs(testdatadir, '5m') # Convert to set to avoid failures due to sorting assert set(pairs) == {'UNITTEST/BTC', 'XLM/BTC', 'ETH/BTC', 'TRX/BTC', 'LTC/BTC', @@ -632,8 +632,11 @@ def test_jsondatahandler_ohlcv_get_pairs(testdatadir): pairs = JsonGzDataHandler.ohlcv_get_pairs(testdatadir, '8m') assert set(pairs) == {'UNITTEST/BTC'} + pairs = HDF5DataHandler.ohlcv_get_pairs(testdatadir, '5m') + assert set(pairs) == {'UNITTEST/BTC'} -def test_jsondatahandler_ohlcv_get_available_data(testdatadir): + +def test_datahandler_ohlcv_get_available_data(testdatadir): paircombs = JsonDataHandler.ohlcv_get_available_data(testdatadir) # Convert to set to avoid failures due to sorting assert set(paircombs) == {('UNITTEST/BTC', '5m'), ('ETH/BTC', '5m'), ('XLM/BTC', '5m'), @@ -645,6 +648,8 @@ def test_jsondatahandler_ohlcv_get_available_data(testdatadir): paircombs = JsonGzDataHandler.ohlcv_get_available_data(testdatadir) assert set(paircombs) == {('UNITTEST/BTC', '8m')} + paircombs = HDF5DataHandler.ohlcv_get_available_data(testdatadir) + assert set(paircombs) == {('UNITTEST/BTC', '5m')} def test_jsondatahandler_trades_get_pairs(testdatadir): @@ -655,12 +660,14 @@ def test_jsondatahandler_trades_get_pairs(testdatadir): def test_jsondatahandler_ohlcv_purge(mocker, testdatadir): mocker.patch.object(Path, "exists", MagicMock(return_value=False)) - mocker.patch.object(Path, "unlink", MagicMock()) + unlinkmock = mocker.patch.object(Path, "unlink", MagicMock()) dh = JsonGzDataHandler(testdatadir) assert not dh.ohlcv_purge('UNITTEST/NONEXIST', '5m') + assert unlinkmock.call_count == 0 mocker.patch.object(Path, "exists", MagicMock(return_value=True)) assert dh.ohlcv_purge('UNITTEST/NONEXIST', '5m') + assert unlinkmock.call_count == 1 def test_jsondatahandler_trades_load(mocker, testdatadir, caplog): @@ -676,12 +683,14 @@ def test_jsondatahandler_trades_load(mocker, testdatadir, caplog): def test_jsondatahandler_trades_purge(mocker, testdatadir): mocker.patch.object(Path, "exists", MagicMock(return_value=False)) - mocker.patch.object(Path, "unlink", MagicMock()) + unlinkmock = mocker.patch.object(Path, "unlink", MagicMock()) dh = JsonGzDataHandler(testdatadir) assert not dh.trades_purge('UNITTEST/NONEXIST') + assert unlinkmock.call_count == 0 mocker.patch.object(Path, "exists", MagicMock(return_value=True)) assert dh.trades_purge('UNITTEST/NONEXIST') + assert unlinkmock.call_count == 1 @pytest.mark.parametrize('datahandler', AVAILABLE_DATAHANDLERS) From 0a28818b46bf1ded08579c41e951db45ff31fdc9 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 19:37:37 +0200 Subject: [PATCH 10/41] Add some tests for hdf5 --- freqtrade/data/history/hdf5datahandler.py | 3 ++- tests/data/test_history.py | 6 ++++++ tests/testdata/UNITTEST_BTC-5m.h5 | Bin 0 -> 261142 bytes tests/testdata/XRP_ETH-trades.h5 | Bin 0 -> 310513 bytes 4 files changed, 8 insertions(+), 1 deletion(-) create mode 100644 tests/testdata/UNITTEST_BTC-5m.h5 create mode 100644 tests/testdata/XRP_ETH-trades.h5 diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index debbcce8b..6a4f45fa9 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -139,7 +139,8 @@ class HDF5DataHandler(IDataHandler): column sequence as in DEFAULT_TRADES_COLUMNS """ key = self._pair_trades_key(pair) - ds = pd.HDFStore(self.filename_trades, mode='a', complevel=9, complib='blosc') + ds = pd.HDFStore(self._pair_trades_filename(self._datadir, pair), + mode='a', complevel=9, complib='blosc') ds.put(key, pd.DataFrame(data, columns=DEFAULT_TRADES_COLUMNS), format='table', data_columns=['timestamp']) ds.close() diff --git a/tests/data/test_history.py b/tests/data/test_history.py index 2c0665b69..003e90fbb 100644 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zM~0sw?pM#g{lU0#6##TJ$-EnKo=9Twgjm24rMZekcmWlA2_h_3c6I=WRM!<82rd5C zCKqXeFzyv-4Pv2F59*`=vZmVUf`6 zjJG{0T#a(WZEi-_oSNDu2uN+~IT!+vR+5#1i$WG^O$`m+uziNPIXhthJoMxVlT}n7 zAWO9FNa4T)hqE&>07gMo?!&*=aP(M!=>o%{kyr~p*)_fdXtdX8h>e}a#;Mz{-gc0x zMs}ugbd(HG95yQu2v-qzo3|mXzun$JK>5i%%vd)2X2I1hEp?S~8f9XBM{B)uJW@h& zZ`;3gS9j(G()R8+si<(2CGqg^AfL61n>rm~_&tqu$lTri446(O*Cf?OKGUl^dwaBI zSp)M z1OQt+E~PyAL`C^zq%J}NZwCi?t@jSo7C3;G-p?*xBi0Z5I(mBh^FY<11OnXAt>TgW zT+>kSKC#gs_1!;XV@nJZeQntW{oum`diu;v5*L?{Pf5RNqS?0)U7=(*iSlhZ1qDj% z6kcbir)T|}EO#Is6YtuZgL$h_JI`QSHr&l-%1Dnh32#2(D|lRv<3Lz+G@g^!C9t04 z`-6ahAqED4Yl^gVeLcO#FVDzh+e0xKO-yi>Yig>h!c+I@0{h`OTBn$#Y7ah$J{Ne^ zm8*DlRa7)2R6M0YWh90)jyES~t!CG%Wxx!*x5ed6cd)g!)qg1uQk&IFgCe%9|L6bMrmc~ zk%xX00rw_7qH1ag-R^MANp%5v)GI{+6yV!67+_TCN)-UX%e?m~+9#B%(h4NF@!;pv zxuH!L`>|hQ@8slR!I-fLB-NH2_tcLFXV|CTaf;Fza7ly+23D`~G^7Vi-(Xy$|TPxisF^2GM{l`bh^cF7E5Uik+w@%jOA2_F2FGr-%-zESXJy7yAqCsq7 zH1OSjT$71{@IfUC%83F^bxrLFc-z~{kISfk*{7eq`4~CM^!Ydv1VJSPd58cRzalye*Ozf{r{CuG=FLj^GzUu8RCEY8UMGR@xSe7{6BV)=MVq@ literal 0 HcmV?d00001 From d9b339ee183f2dd276d5153d39b92ccd033e0f1f Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 20:09:59 +0200 Subject: [PATCH 11/41] Add some more tests for hdf5 --- tests/data/test_history.py | 35 +++++++++++++++++++++++++++++++++++ 1 file changed, 35 insertions(+) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index 003e90fbb..2e703c72b 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -713,6 +713,41 @@ def test_hdf5datahandler_trades_get_pairs(testdatadir): assert set(pairs) == {'XRP/ETH'} +def test_hdf5datahandler_trades_load(mocker, testdatadir, caplog): + dh = HDF5DataHandler(testdatadir) + trades = dh.trades_load('XRP/ETH') + assert isinstance(trades, list) + + +def test_hdf5datahandler_trades_store(mocker, testdatadir, caplog): + dh = HDF5DataHandler(testdatadir) + trades = dh.trades_load('XRP/ETH') + + dh.trades_store('XRP/NEW', trades) + file = testdatadir / 'XRP_NEW-trades.h5' + assert file.is_file() + # Load trades back + trades_new = dh.trades_load('XRP/NEW') + + assert len(trades_new) == len(trades) + assert trades[0][0] == trades_new[0][0] + assert trades[0][1] == trades_new[0][1] + # assert trades[0][2] == trades_new[0][2] # This is nan - so comparison does not make sense + assert trades[0][3] == trades_new[0][3] + assert trades[0][4] == trades_new[0][4] + assert trades[0][5] == trades_new[0][5] + assert trades[0][6] == trades_new[0][6] + assert trades[-1][0] == trades_new[-1][0] + assert trades[-1][1] == trades_new[-1][1] + # assert trades[-1][2] == trades_new[-1][2] # This is nan - so comparison does not make sense + assert trades[-1][3] == trades_new[-1][3] + assert trades[-1][4] == trades_new[-1][4] + assert trades[-1][5] == trades_new[-1][5] + assert trades[-1][6] == trades_new[-1][6] + + _clean_test_file(file) + + def test_gethandlerclass(): cl = get_datahandlerclass('json') assert cl == JsonDataHandler From ed33d4781d9bce146e85ee23ddc46e840e9c20c8 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 20:19:34 +0200 Subject: [PATCH 12/41] Add more hdf5 tests --- tests/data/test_history.py | 26 +++++++++++++++++++++++--- 1 file changed, 23 insertions(+), 3 deletions(-) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index 2e703c72b..3b20bd61d 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -670,7 +670,7 @@ def test_jsondatahandler_ohlcv_purge(mocker, testdatadir): assert unlinkmock.call_count == 1 -def test_jsondatahandler_trades_load(mocker, testdatadir, caplog): +def test_jsondatahandler_trades_load(testdatadir, caplog): dh = JsonGzDataHandler(testdatadir) logmsg = "Old trades format detected - converting" dh.trades_load('XRP/ETH') @@ -713,13 +713,13 @@ def test_hdf5datahandler_trades_get_pairs(testdatadir): assert set(pairs) == {'XRP/ETH'} -def test_hdf5datahandler_trades_load(mocker, testdatadir, caplog): +def test_hdf5datahandler_trades_load(testdatadir): dh = HDF5DataHandler(testdatadir) trades = dh.trades_load('XRP/ETH') assert isinstance(trades, list) -def test_hdf5datahandler_trades_store(mocker, testdatadir, caplog): +def test_hdf5datahandler_trades_store(testdatadir): dh = HDF5DataHandler(testdatadir) trades = dh.trades_load('XRP/ETH') @@ -748,6 +748,26 @@ def test_hdf5datahandler_trades_store(mocker, testdatadir, caplog): _clean_test_file(file) +def test_hdf5datahandler_ohlcv_load_and_resave(testdatadir): + dh = HDF5DataHandler(testdatadir) + ohlcv = dh.ohlcv_load('UNITTEST/BTC', '5m') + assert isinstance(ohlcv, DataFrame) + assert len(ohlcv) > 0 + + file = testdatadir / 'UNITTEST_NEW-5m.h5' + assert not file.is_file() + + dh.ohlcv_store('UNITTEST/NEW', '5m', ohlcv) + assert file.is_file() + + ohlcv1 = dh.ohlcv_load('UNITTEST/NEW', '5m') + # Account for the automatically dropped last candle + assert len(ohlcv) - 1 == len(ohlcv1) + assert ohlcv.iloc[:-1].equals(ohlcv1) + + _clean_test_file(file) + + def test_gethandlerclass(): cl = get_datahandlerclass('json') assert cl == JsonDataHandler From ae1c99bdd010c7f4e1bc122eb3e68a539a4f9912 Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 20:36:30 +0200 Subject: [PATCH 13/41] more tests --- tests/data/test_history.py | 37 +++++++++++++++++++++++++++++++++---- 1 file changed, 33 insertions(+), 4 deletions(-) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index 3b20bd61d..41b20e35b 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -718,6 +718,23 @@ def test_hdf5datahandler_trades_load(testdatadir): trades = dh.trades_load('XRP/ETH') assert isinstance(trades, list) + trades1 = dh.trades_load('UNITTEST/NONEXIST') + assert trades1 == [] + # data goes from 2019-10-11 - 2019-10-13 + timerange = TimeRange.parse_timerange('20191011-20191012') + + trades2 = dh._trades_load('XRP/ETH', timerange) + assert len(trades) > len(trades2) + + # unfiltered load has trades before starttime + assert len([t for t in trades if t[0] < timerange.startts * 1000]) >= 0 + # filtered list does not have trades before starttime + assert len([t for t in trades2 if t[0] < timerange.startts * 1000]) == 0 + # unfiltered load has trades after endtime + assert len([t for t in trades if t[0] > timerange.stopts * 1000]) > 0 + # filtered list does not have trades after endtime + assert len([t for t in trades2 if t[0] > timerange.stopts * 1000]) == 0 + def test_hdf5datahandler_trades_store(testdatadir): dh = HDF5DataHandler(testdatadir) @@ -760,13 +777,25 @@ def test_hdf5datahandler_ohlcv_load_and_resave(testdatadir): dh.ohlcv_store('UNITTEST/NEW', '5m', ohlcv) assert file.is_file() - ohlcv1 = dh.ohlcv_load('UNITTEST/NEW', '5m') - # Account for the automatically dropped last candle - assert len(ohlcv) - 1 == len(ohlcv1) - assert ohlcv.iloc[:-1].equals(ohlcv1) + assert not ohlcv[ohlcv['date'] < '2018-01-15'].empty + + # Data gores from 2018-01-10 - 2018-01-30 + timerange = TimeRange.parse_timerange('20180115-20180119') + + # Call private function to ensure timerange is filtered in hdf5 + ohlcv = dh._ohlcv_load('UNITTEST/BTC', '5m', timerange) + ohlcv1 = dh._ohlcv_load('UNITTEST/NEW', '5m', timerange) + assert len(ohlcv) == len(ohlcv1) + assert ohlcv.equals(ohlcv1) + assert ohlcv[ohlcv['date'] < '2018-01-15'].empty + assert ohlcv[ohlcv['date'] > '2018-01-19'].empty _clean_test_file(file) + # Try loading inexisting file + ohlcv = dh.ohlcv_load('UNITTEST/NONEXIST', '5m') + assert ohlcv.empty + def test_gethandlerclass(): cl = get_datahandlerclass('json') From edb582e5229b18052dd82ee930d0af2fa859732d Mon Sep 17 00:00:00 2001 From: Matthias Date: Fri, 24 Jul 2020 20:40:07 +0200 Subject: [PATCH 14/41] Add more tests --- tests/data/test_history.py | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index 41b20e35b..c89156f4c 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -765,6 +765,18 @@ def test_hdf5datahandler_trades_store(testdatadir): _clean_test_file(file) +def test_hdf5datahandler_trades_purge(mocker, testdatadir): + mocker.patch.object(Path, "exists", MagicMock(return_value=False)) + unlinkmock = mocker.patch.object(Path, "unlink", MagicMock()) + dh = HDF5DataHandler(testdatadir) + assert not dh.trades_purge('UNITTEST/NONEXIST') + assert unlinkmock.call_count == 0 + + mocker.patch.object(Path, "exists", MagicMock(return_value=True)) + assert dh.trades_purge('UNITTEST/NONEXIST') + assert unlinkmock.call_count == 1 + + def test_hdf5datahandler_ohlcv_load_and_resave(testdatadir): dh = HDF5DataHandler(testdatadir) ohlcv = dh.ohlcv_load('UNITTEST/BTC', '5m') @@ -797,6 +809,18 @@ def test_hdf5datahandler_ohlcv_load_and_resave(testdatadir): assert ohlcv.empty +def test_hdf5datahandler_ohlcv_purge(mocker, testdatadir): + mocker.patch.object(Path, "exists", MagicMock(return_value=False)) + unlinkmock = mocker.patch.object(Path, "unlink", MagicMock()) + dh = HDF5DataHandler(testdatadir) + assert not dh.ohlcv_purge('UNITTEST/NONEXIST', '5m') + assert unlinkmock.call_count == 0 + + mocker.patch.object(Path, "exists", MagicMock(return_value=True)) + assert dh.ohlcv_purge('UNITTEST/NONEXIST', '5m') + assert unlinkmock.call_count == 1 + + def test_gethandlerclass(): cl = get_datahandlerclass('json') assert cl == JsonDataHandler From 119bf2a8ea66ecafc900677f998be2317c458f5b Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 25 Jul 2020 17:06:58 +0200 Subject: [PATCH 15/41] Document hdf5 dataformat --- docs/data-download.md | 118 ++++++++++++++-------- freqtrade/data/history/hdf5datahandler.py | 2 + freqtrade/data/history/history_utils.py | 8 +- 3 files changed, 84 insertions(+), 44 deletions(-) diff --git a/docs/data-download.md b/docs/data-download.md index a2bbec837..0b22ec9ce 100644 --- a/docs/data-download.md +++ b/docs/data-download.md @@ -15,61 +15,91 @@ Otherwise `--exchange` becomes mandatory. ### Usage ``` -usage: freqtrade download-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-p PAIRS [PAIRS ...]] - [--pairs-file FILE] [--days INT] [--dl-trades] [--exchange EXCHANGE] +usage: freqtrade download-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] + [-d PATH] [--userdir PATH] + [-p PAIRS [PAIRS ...]] [--pairs-file FILE] + [--days INT] [--dl-trades] + [--exchange EXCHANGE] [-t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]] - [--erase] [--data-format-ohlcv {json,jsongz}] [--data-format-trades {json,jsongz}] + [--erase] + [--data-format-ohlcv {json,jsongz,hdf5}] + [--data-format-trades {json,jsongz,hdf5}] optional arguments: -h, --help show this help message and exit -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...] - Show profits for only these pairs. Pairs are space-separated. + Show profits for only these pairs. Pairs are space- + separated. --pairs-file FILE File containing a list of pairs to download. --days INT Download data for given number of days. - --dl-trades Download trades instead of OHLCV data. The bot will resample trades to the desired timeframe as specified as - --timeframes/-t. - --exchange EXCHANGE Exchange name (default: `bittrex`). Only valid if no config is provided. + --dl-trades Download trades instead of OHLCV data. The bot will + resample trades to the desired timeframe as specified + as --timeframes/-t. + --exchange EXCHANGE Exchange name (default: `bittrex`). Only valid if no + config is provided. -t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...], --timeframes {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...] - Specify which tickers to download. Space-separated list. Default: `1m 5m`. - --erase Clean all existing data for the selected exchange/pairs/timeframes. - --data-format-ohlcv {json,jsongz} - Storage format for downloaded candle (OHLCV) data. (default: `json`). - --data-format-trades {json,jsongz} - Storage format for downloaded trades data. (default: `jsongz`). + Specify which tickers to download. Space-separated + list. Default: `1m 5m`. + --erase Clean all existing data for the selected + exchange/pairs/timeframes. + --data-format-ohlcv {json,jsongz,hdf5} + Storage format for downloaded candle (OHLCV) data. + (default: `json`). + --data-format-trades {json,jsongz,hdf5} + Storage format for downloaded trades data. (default: + `jsongz`). Common arguments: -v, --verbose Verbose mode (-vv for more, -vvv to get all messages). - --logfile FILE Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details. + --logfile FILE Log to the file specified. Special values are: + 'syslog', 'journald'. See the documentation for more + details. -V, --version show program's version number and exit -c PATH, --config PATH - Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-` - to read config from stdin. + Specify configuration file (default: + `userdir/config.json` or `config.json` whichever + exists). Multiple --config options may be used. Can be + set to `-` to read config from stdin. -d PATH, --datadir PATH Path to directory with historical backtesting data. --userdir PATH, --user-data-dir PATH Path to userdata directory. + ``` ### Data format -Freqtrade currently supports 2 dataformats, `json` (plain "text" json files) and `jsongz` (a gzipped version of json files). +Freqtrade currently supports 3 data-formats for both OHLCV and trades data: + +* `json` (plain "text" json files) +* `jsongz` (a gzip-zipped version of json files) +* `hdf5` (a high performance datastore) + By default, OHLCV data is stored as `json` data, while trades data is stored as `jsongz` data. -This can be changed via the `--data-format-ohlcv` and `--data-format-trades` parameters respectivly. +This can be changed via the `--data-format-ohlcv` and `--data-format-trades` command line arguments respectively. +To persist this change, you can should also add the following snippet to your configuration, so you don't have to insert the above arguments each time: -If the default dataformat has been changed during download, then the keys `dataformat_ohlcv` and `dataformat_trades` in the configuration file need to be adjusted to the selected dataformat as well. +``` jsonc + // ... + "dataformat_ohlcv": "hdf5", + "dataformat_trades": "hdf5", + // ... +``` + +If the default data-format has been changed during download, then the keys `dataformat_ohlcv` and `dataformat_trades` in the configuration file need to be adjusted to the selected dataformat as well. !!! Note - You can convert between data-formats using the [convert-data](#subcommand-convert-data) and [convert-trade-data](#subcommand-convert-trade-data) methods. + You can convert between data-formats using the [convert-data](#sub-command-convert-data) and [convert-trade-data](#sub-command-convert-trade-data) methods. -#### Subcommand convert data +#### Sub-command convert data ``` usage: freqtrade convert-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-p PAIRS [PAIRS ...]] --format-from - {json,jsongz} --format-to {json,jsongz} - [--erase] + {json,jsongz,hdf5} --format-to + {json,jsongz,hdf5} [--erase] [-t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]] optional arguments: @@ -77,9 +107,9 @@ optional arguments: -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...] Show profits for only these pairs. Pairs are space- separated. - --format-from {json,jsongz} + --format-from {json,jsongz,hdf5} Source format for data conversion. - --format-to {json,jsongz} + --format-to {json,jsongz,hdf5} Destination format for data conversion. --erase Clean all existing data for the selected exchange/pairs/timeframes. @@ -94,9 +124,10 @@ Common arguments: details. -V, --version show program's version number and exit -c PATH, --config PATH - Specify configuration file (default: `config.json`). - Multiple --config options may be used. Can be set to - `-` to read config from stdin. + Specify configuration file (default: + `userdir/config.json` or `config.json` whichever + exists). Multiple --config options may be used. Can be + set to `-` to read config from stdin. -d PATH, --datadir PATH Path to directory with historical backtesting data. --userdir PATH, --user-data-dir PATH @@ -112,23 +143,23 @@ It'll also remove original json data files (`--erase` parameter). freqtrade convert-data --format-from json --format-to jsongz --datadir ~/.freqtrade/data/binance -t 5m 15m --erase ``` -#### Subcommand convert-trade data +#### Sub-command convert trade data ``` usage: freqtrade convert-trade-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-p PAIRS [PAIRS ...]] --format-from - {json,jsongz} --format-to {json,jsongz} - [--erase] + {json,jsongz,hdf5} --format-to + {json,jsongz,hdf5} [--erase] optional arguments: -h, --help show this help message and exit -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...] Show profits for only these pairs. Pairs are space- separated. - --format-from {json,jsongz} + --format-from {json,jsongz,hdf5} Source format for data conversion. - --format-to {json,jsongz} + --format-to {json,jsongz,hdf5} Destination format for data conversion. --erase Clean all existing data for the selected exchange/pairs/timeframes. @@ -140,13 +171,15 @@ Common arguments: details. -V, --version show program's version number and exit -c PATH, --config PATH - Specify configuration file (default: `config.json`). - Multiple --config options may be used. Can be set to - `-` to read config from stdin. + Specify configuration file (default: + `userdir/config.json` or `config.json` whichever + exists). Multiple --config options may be used. Can be + set to `-` to read config from stdin. -d PATH, --datadir PATH Path to directory with historical backtesting data. --userdir PATH, --user-data-dir PATH Path to userdata directory. + ``` ##### Example converting trades @@ -158,21 +191,21 @@ It'll also remove original jsongz data files (`--erase` parameter). freqtrade convert-trade-data --format-from jsongz --format-to json --datadir ~/.freqtrade/data/kraken --erase ``` -### Subcommand list-data +### Sub-command list-data -You can get a list of downloaded data using the `list-data` subcommand. +You can get a list of downloaded data using the `list-data` sub-command. ``` usage: freqtrade list-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--exchange EXCHANGE] - [--data-format-ohlcv {json,jsongz}] + [--data-format-ohlcv {json,jsongz,hdf5}] [-p PAIRS [PAIRS ...]] optional arguments: -h, --help show this help message and exit --exchange EXCHANGE Exchange name (default: `bittrex`). Only valid if no config is provided. - --data-format-ohlcv {json,jsongz} + --data-format-ohlcv {json,jsongz,hdf5} Storage format for downloaded candle (OHLCV) data. (default: `json`). -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...] @@ -194,6 +227,7 @@ Common arguments: Path to directory with historical backtesting data. --userdir PATH, --user-data-dir PATH Path to userdata directory. + ``` #### Example list-data @@ -249,7 +283,7 @@ This will download historical candle (OHLCV) data for all the currency pairs you ### Other Notes - To use a different directory than the exchange specific default, use `--datadir user_data/data/some_directory`. -- To change the exchange used to download the historical data from, please use a different configuration file (you'll probably need to adjust ratelimits etc.) +- To change the exchange used to download the historical data from, please use a different configuration file (you'll probably need to adjust rate limits etc.) - To use `pairs.json` from some other directory, use `--pairs-file some_other_dir/pairs.json`. - To download historical candle (OHLCV) data for only 10 days, use `--days 10` (defaults to 30 days). - Use `--timeframes` to specify what timeframe download the historical candle (OHLCV) data for. Default is `--timeframes 1m 5m` which will download 1-minute and 5-minute data. @@ -257,7 +291,7 @@ This will download historical candle (OHLCV) data for all the currency pairs you ### Trades (tick) data -By default, `download-data` subcommand downloads Candles (OHLCV) data. Some exchanges also provide historic trade-data via their API. +By default, `download-data` sub-command downloads Candles (OHLCV) data. Some exchanges also provide historic trade-data via their API. This data can be useful if you need many different timeframes, since it is only downloaded once, and then resampled locally to the desired timeframes. Since this data is large by default, the files use gzip by default. They are stored in your data-directory with the naming convention of `-trades.json.gz` (`ETH_BTC-trades.json.gz`). Incremental mode is also supported, as for historic OHLCV data, so downloading the data once per week with `--days 8` will create an incremental data-repository. diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index 6a4f45fa9..c55c0c1e5 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -59,6 +59,7 @@ class HDF5DataHandler(IDataHandler): _data = data.copy() filename = self._pair_data_filename(self._datadir, pair, timeframe) + ds = pd.HDFStore(filename, mode='a', complevel=9, complib='blosc') ds.put(key, _data.loc[:, self._columns], format='table', data_columns=['date']) @@ -139,6 +140,7 @@ class HDF5DataHandler(IDataHandler): column sequence as in DEFAULT_TRADES_COLUMNS """ key = self._pair_trades_key(pair) + ds = pd.HDFStore(self._pair_trades_filename(self._datadir, pair), mode='a', complevel=9, complib='blosc') ds.put(key, pd.DataFrame(data, columns=DEFAULT_TRADES_COLUMNS), diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py index 58bd752ea..dd09c4c05 100644 --- a/freqtrade/data/history/history_utils.py +++ b/freqtrade/data/history/history_utils.py @@ -9,7 +9,8 @@ from pandas import DataFrame from freqtrade.configuration import TimeRange from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS -from freqtrade.data.converter import (ohlcv_to_dataframe, +from freqtrade.data.converter import (clean_ohlcv_dataframe, + ohlcv_to_dataframe, trades_remove_duplicates, trades_to_ohlcv) from freqtrade.data.history.idatahandler import IDataHandler, get_datahandler @@ -202,7 +203,10 @@ def _download_pair_history(datadir: Path, if data.empty: data = new_dataframe else: - data = data.append(new_dataframe) + # Run cleaning again to ensure there were no duplicate candles + # Especially between existing and new data. + data = clean_ohlcv_dataframe(data.append(new_dataframe), timeframe, pair, + fill_missing=False, drop_incomplete=False) logger.debug("New Start: %s", f"{data.iloc[0]['date']:%Y-%m-%d %H:%M:%S}" if not data.empty else 'None') From bad89307dd752195100855a1c4f9cc942b9ef59d Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 25 Jul 2020 17:19:41 +0200 Subject: [PATCH 16/41] Fix mypy error --- freqtrade/data/history/hdf5datahandler.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/freqtrade/data/history/hdf5datahandler.py b/freqtrade/data/history/hdf5datahandler.py index c55c0c1e5..594a1598a 100644 --- a/freqtrade/data/history/hdf5datahandler.py +++ b/freqtrade/data/history/hdf5datahandler.py @@ -191,11 +191,11 @@ class HDF5DataHandler(IDataHandler): return False @classmethod - def _pair_ohlcv_key(cls, pair: str, timeframe: str) -> Path: + def _pair_ohlcv_key(cls, pair: str, timeframe: str) -> str: return f"{pair}/ohlcv/tf_{timeframe}" @classmethod - def _pair_trades_key(cls, pair: str) -> Path: + def _pair_trades_key(cls, pair: str) -> str: return f"{pair}/trades" @classmethod From d161b94d7241e9f5c5bc873a8e8f1282aba1738e Mon Sep 17 00:00:00 2001 From: Matthias Date: Wed, 26 Aug 2020 21:22:36 +0200 Subject: [PATCH 17/41] Allow simulating cancelled orders in dry-run --- freqtrade/exchange/exchange.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py index d84fe7b82..b89da14eb 100644 --- a/freqtrade/exchange/exchange.py +++ b/freqtrade/exchange/exchange.py @@ -973,7 +973,12 @@ class Exchange: @retrier def cancel_order(self, order_id: str, pair: str) -> Dict: if self._config['dry_run']: - return {} + order = self._dry_run_open_orders.get(order_id) + if order: + order.update({'status': 'canceled', 'filled': 0.0, 'remaining': order['amount']}) + return order + else: + return {} try: return self._api.cancel_order(order_id, pair) From add78414e4c9aa1d1b3a9847d3ae0a20fb332e1d Mon Sep 17 00:00:00 2001 From: Matthias Date: Wed, 26 Aug 2020 21:24:47 +0200 Subject: [PATCH 18/41] Don't overwrite cancel_reason --- freqtrade/constants.py | 1 + freqtrade/freqtradebot.py | 3 ++- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/freqtrade/constants.py b/freqtrade/constants.py index 1f8cebd0d..f44be220e 100644 --- a/freqtrade/constants.py +++ b/freqtrade/constants.py @@ -341,6 +341,7 @@ CANCEL_REASON = { "PARTIALLY_FILLED": "partially filled - keeping order open", "ALL_CANCELLED": "cancelled (all unfilled and partially filled open orders cancelled)", "CANCELLED_ON_EXCHANGE": "cancelled on exchange", + "FORCE_SELL": "forcesold", } # List of pairs with their timeframes diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py index eee60cc22..917bb356f 100644 --- a/freqtrade/freqtradebot.py +++ b/freqtrade/freqtradebot.py @@ -974,7 +974,8 @@ class FreqtradeBot: # Cancelled orders may have the status of 'canceled' or 'closed' if order['status'] not in ('canceled', 'closed'): - reason = constants.CANCEL_REASON['TIMEOUT'] + # TODO: this reason will overwrite the input in all cases + # reason = constants.CANCEL_REASON['TIMEOUT'] corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair, trade.amount) # Avoid race condition where the order could not be cancelled coz its already filled. From 85e71275d3c555b04a7ab8bb15269c0a6711830f Mon Sep 17 00:00:00 2001 From: Matthias Date: Wed, 26 Aug 2020 21:27:09 +0200 Subject: [PATCH 19/41] Simplify forcesell method by using freqtrade methods --- freqtrade/rpc/rpc.py | 30 ++++++++++++------------------ 1 file changed, 12 insertions(+), 18 deletions(-) diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py index 12e79d35b..25a85ac02 100644 --- a/freqtrade/rpc/rpc.py +++ b/freqtrade/rpc/rpc.py @@ -11,6 +11,7 @@ from typing import Any, Dict, List, Optional, Tuple, Union import arrow from numpy import NAN, mean +from freqtrade.constants import CANCEL_REASON from freqtrade.exceptions import (ExchangeError, PricingError) from freqtrade.exchange import timeframe_to_minutes, timeframe_to_msecs @@ -453,29 +454,22 @@ class RPC: """ def _exec_forcesell(trade: Trade) -> None: # Check if there is there is an open order + fully_canceled = False if trade.open_order_id: order = self._freqtrade.exchange.fetch_order(trade.open_order_id, trade.pair) - # Cancel open LIMIT_BUY orders and close trade - if order and order['status'] == 'open' \ - and order['type'] == 'limit' \ - and order['side'] == 'buy': - self._freqtrade.exchange.cancel_order(trade.open_order_id, trade.pair) - trade.close(order.get('price') or trade.open_rate) - # Do the best effort, if we don't know 'filled' amount, don't try selling - if order['filled'] is None: - return - trade.amount = order['filled'] + if order['side'] == 'buy': + fully_canceled = self._freqtrade.handle_cancel_buy( + trade, order, CANCEL_REASON['FORCE_SELL']) - # Ignore trades with an attached LIMIT_SELL order - if order and order['status'] == 'open' \ - and order['type'] == 'limit' \ - and order['side'] == 'sell': - return + if order['side'] == 'sell': + # Cancel order - so it is placed anew with a fresh price. + self._freqtrade.handle_cancel_sell(trade, order, CANCEL_REASON['FORCE_SELL']) - # Get current rate and execute sell - current_rate = self._freqtrade.get_sell_rate(trade.pair, False) - self._freqtrade.execute_sell(trade, current_rate, SellType.FORCE_SELL) + if not fully_canceled: + # Get current rate and execute sell + current_rate = self._freqtrade.get_sell_rate(trade.pair, False) + self._freqtrade.execute_sell(trade, current_rate, SellType.FORCE_SELL) # ---- EOF def _exec_forcesell ---- if self._freqtrade.state != State.RUNNING: From 5e75caa91778908abd14bbd8bcfc4c59e2d0c2ec Mon Sep 17 00:00:00 2001 From: Matthias Date: Wed, 26 Aug 2020 21:37:52 +0200 Subject: [PATCH 20/41] Adjust tests to new forcesell --- tests/rpc/test_rpc.py | 33 +++++++++++++++++++++++++++------ tests/rpc/test_rpc_telegram.py | 10 ++++++---- 2 files changed, 33 insertions(+), 10 deletions(-) diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py index c370dce8f..102ed12fe 100644 --- a/tests/rpc/test_rpc.py +++ b/tests/rpc/test_rpc.py @@ -669,7 +669,8 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None: return_value={ 'status': 'closed', 'type': 'limit', - 'side': 'buy' + 'side': 'buy', + 'filled': 0.0, } ), get_fee=fee, @@ -695,6 +696,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None: msg = rpc._rpc_forcesell('all') assert msg == {'result': 'Created sell orders for all open trades.'} + freqtradebot.enter_positions() msg = rpc._rpc_forcesell('1') assert msg == {'result': 'Created sell order for trade 1.'} @@ -707,17 +709,24 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None: freqtradebot.state = State.RUNNING assert cancel_order_mock.call_count == 0 + freqtradebot.enter_positions() # make an limit-buy open trade trade = Trade.query.filter(Trade.id == '1').first() filled_amount = trade.amount / 2 + # Fetch order - it's open first, and closed after cancel_order is called. mocker.patch( 'freqtrade.exchange.Exchange.fetch_order', - return_value={ + side_effect=[{ 'status': 'open', 'type': 'limit', 'side': 'buy', 'filled': filled_amount - } + }, { + 'status': 'closed', + 'type': 'limit', + 'side': 'buy', + 'filled': filled_amount + }] ) # check that the trade is called, which is done by ensuring exchange.cancel_order is called # and trade amount is updated @@ -725,6 +734,16 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None: assert cancel_order_mock.call_count == 1 assert trade.amount == filled_amount + mocker.patch( + 'freqtrade.exchange.Exchange.fetch_order', + return_value={ + 'status': 'open', + 'type': 'limit', + 'side': 'buy', + 'filled': filled_amount + }) + + freqtradebot.config['max_open_trades'] = 3 freqtradebot.enter_positions() trade = Trade.query.filter(Trade.id == '2').first() amount = trade.amount @@ -744,20 +763,22 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None: assert cancel_order_mock.call_count == 2 assert trade.amount == amount - freqtradebot.enter_positions() # make an limit-sell open trade mocker.patch( 'freqtrade.exchange.Exchange.fetch_order', return_value={ 'status': 'open', 'type': 'limit', - 'side': 'sell' + 'side': 'sell', + 'amount': amount, + 'remaining': amount, + 'filled': 0.0 } ) msg = rpc._rpc_forcesell('3') assert msg == {'result': 'Created sell order for trade 3.'} # status quo, no exchange calls - assert cancel_order_mock.call_count == 2 + assert cancel_order_mock.call_count == 3 def test_performance_handle(default_conf, ticker, limit_buy_order, fee, diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py index 10738ada3..b11409767 100644 --- a/tests/rpc/test_rpc_telegram.py +++ b/tests/rpc/test_rpc_telegram.py @@ -724,7 +724,7 @@ def test_telegram_forcesell_handle(default_conf, update, ticker, fee, context.args = ["1"] telegram._forcesell(update=update, context=context) - assert rpc_mock.call_count == 2 + assert rpc_mock.call_count == 4 last_msg = rpc_mock.call_args_list[-1][0][0] assert { 'type': RPCMessageType.SELL_NOTIFICATION, @@ -783,7 +783,7 @@ def test_telegram_forcesell_down_handle(default_conf, update, ticker, fee, context.args = ["1"] telegram._forcesell(update=update, context=context) - assert rpc_mock.call_count == 2 + assert rpc_mock.call_count == 4 last_msg = rpc_mock.call_args_list[-1][0][0] assert { @@ -833,8 +833,10 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None context.args = ["all"] telegram._forcesell(update=update, context=context) - assert rpc_mock.call_count == 4 - msg = rpc_mock.call_args_list[0][0][0] + # Called for all trades 3 times + # cancel notification (wtf??), sell notification, buy_cancel + assert rpc_mock.call_count == 12 + msg = rpc_mock.call_args_list[2][0][0] assert { 'type': RPCMessageType.SELL_NOTIFICATION, 'trade_id': 1, From 9c0a3fffd733dc22f0498ea9cb72758d61ff0738 Mon Sep 17 00:00:00 2001 From: Matthias Date: Wed, 26 Aug 2020 22:17:43 +0200 Subject: [PATCH 21/41] Avoid double notifications in case of partially filled buy orders --- freqtrade/constants.py | 4 +++- freqtrade/freqtradebot.py | 15 +++++++-------- freqtrade/rpc/telegram.py | 2 +- tests/rpc/test_rpc_telegram.py | 6 ++++-- tests/test_freqtradebot.py | 6 +++--- 5 files changed, 18 insertions(+), 15 deletions(-) diff --git a/freqtrade/constants.py b/freqtrade/constants.py index f44be220e..b92ab3eeb 100644 --- a/freqtrade/constants.py +++ b/freqtrade/constants.py @@ -338,7 +338,9 @@ SCHEMA_MINIMAL_REQUIRED = [ CANCEL_REASON = { "TIMEOUT": "cancelled due to timeout", - "PARTIALLY_FILLED": "partially filled - keeping order open", + "PARTIALLY_FILLED_KEEP_OPEN": "partially filled - keeping order open", + "PARTIALLY_FILLED": "partially filled", + "FULLY_CANCELLED": "fully cancelled", "ALL_CANCELLED": "cancelled (all unfilled and partially filled open orders cancelled)", "CANCELLED_ON_EXCHANGE": "cancelled on exchange", "FORCE_SELL": "forcesold", diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py index 917bb356f..d53902633 100644 --- a/freqtrade/freqtradebot.py +++ b/freqtrade/freqtradebot.py @@ -618,7 +618,7 @@ class FreqtradeBot: # Send the message self.rpc.send_msg(msg) - def _notify_buy_cancel(self, trade: Trade, order_type: str) -> None: + def _notify_buy_cancel(self, trade: Trade, order_type: str, reason: str) -> None: """ Sends rpc notification when a buy cancel occured. """ @@ -637,6 +637,7 @@ class FreqtradeBot: 'amount': trade.amount, 'open_date': trade.open_date, 'current_rate': current_rate, + 'reason': reason, } # Send the message @@ -993,13 +994,13 @@ class FreqtradeBot: # Using filled to determine the filled amount filled_amount = safe_value_fallback2(corder, order, 'filled', 'filled') - if isclose(filled_amount, 0.0, abs_tol=constants.MATH_CLOSE_PREC): logger.info('Buy order fully cancelled. Removing %s from database.', trade) # if trade is not partially completed, just delete the trade Trade.session.delete(trade) Trade.session.flush() was_trade_fully_canceled = True + reason += f", {constants.CANCEL_REASON['FULLY_CANCELLED']}" else: # if trade is partially complete, edit the stake details for the trade # and close the order @@ -1012,13 +1013,11 @@ class FreqtradeBot: trade.open_order_id = None logger.info('Partial buy order timeout for %s.', trade) - self.rpc.send_msg({ - 'type': RPCMessageType.STATUS_NOTIFICATION, - 'status': f'Remaining buy order for {trade.pair} cancelled due to timeout' - }) + reason += f", {constants.CANCEL_REASON['PARTIALLY_FILLED']}" self.wallets.update() - self._notify_buy_cancel(trade, order_type=self.strategy.order_types['buy']) + self._notify_buy_cancel(trade, order_type=self.strategy.order_types['buy'], + reason=reason) return was_trade_fully_canceled def handle_cancel_sell(self, trade: Trade, order: Dict, reason: str) -> str: @@ -1049,7 +1048,7 @@ class FreqtradeBot: trade.open_order_id = None else: # TODO: figure out how to handle partially complete sell orders - reason = constants.CANCEL_REASON['PARTIALLY_FILLED'] + reason = constants.CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] self.wallets.update() self._notify_sell_cancel( diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py index 458007c04..ecf907f54 100644 --- a/freqtrade/rpc/telegram.py +++ b/freqtrade/rpc/telegram.py @@ -149,7 +149,7 @@ class Telegram(RPC): elif msg['type'] == RPCMessageType.BUY_CANCEL_NOTIFICATION: message = ("\N{WARNING SIGN} *{exchange}:* " - "Cancelling Open Buy Order for {pair}".format(**msg)) + "Cancelling open buy Order for {pair}. Reason: {reason}.".format(**msg)) elif msg['type'] == RPCMessageType.SELL_NOTIFICATION: msg['amount'] = round(msg['amount'], 8) diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py index b11409767..145df9ed7 100644 --- a/tests/rpc/test_rpc_telegram.py +++ b/tests/rpc/test_rpc_telegram.py @@ -14,6 +14,7 @@ from telegram import Chat, Message, Update from telegram.error import NetworkError from freqtrade import __version__ +from freqtrade.constants import CANCEL_REASON from freqtrade.edge import PairInfo from freqtrade.freqtradebot import FreqtradeBot from freqtrade.persistence import Trade @@ -1310,9 +1311,10 @@ def test_send_msg_buy_cancel_notification(default_conf, mocker) -> None: 'type': RPCMessageType.BUY_CANCEL_NOTIFICATION, 'exchange': 'Bittrex', 'pair': 'ETH/BTC', + 'reason': CANCEL_REASON['TIMEOUT'] }) - assert msg_mock.call_args[0][0] \ - == ('\N{WARNING SIGN} *Bittrex:* Cancelling Open Buy Order for ETH/BTC') + assert (msg_mock.call_args[0][0] == '\N{WARNING SIGN} *Bittrex:* ' + 'Cancelling open buy Order for ETH/BTC. Reason: cancelled due to timeout.') def test_send_msg_sell_notification(default_conf, mocker) -> None: diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py index 0d7968e26..7b4ed47f1 100644 --- a/tests/test_freqtradebot.py +++ b/tests/test_freqtradebot.py @@ -2527,13 +2527,13 @@ def test_handle_cancel_sell_limit(mocker, default_conf, fee) -> None: send_msg_mock.reset_mock() order['amount'] = 2 - assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED'] + assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] # Assert cancel_order was not called (callcount remains unchanged) assert cancel_order_mock.call_count == 1 assert send_msg_mock.call_count == 1 - assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED'] + assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] # Message should not be iterated again - assert trade.sell_order_status == CANCEL_REASON['PARTIALLY_FILLED'] + assert trade.sell_order_status == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] assert send_msg_mock.call_count == 1 From b2373fccfd8a5441c4639f8934d344a40a921e2b Mon Sep 17 00:00:00 2001 From: Matthias Date: Wed, 26 Aug 2020 22:24:45 +0200 Subject: [PATCH 22/41] Adjust tests as send_msg is only called once --- freqtrade/freqtradebot.py | 2 -- tests/rpc/test_rpc_telegram.py | 10 +++++----- tests/test_freqtradebot.py | 12 +++++++----- 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py index d53902633..66d687536 100644 --- a/freqtrade/freqtradebot.py +++ b/freqtrade/freqtradebot.py @@ -975,8 +975,6 @@ class FreqtradeBot: # Cancelled orders may have the status of 'canceled' or 'closed' if order['status'] not in ('canceled', 'closed'): - # TODO: this reason will overwrite the input in all cases - # reason = constants.CANCEL_REASON['TIMEOUT'] corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair, trade.amount) # Avoid race condition where the order could not be cancelled coz its already filled. diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py index 145df9ed7..a5e501390 100644 --- a/tests/rpc/test_rpc_telegram.py +++ b/tests/rpc/test_rpc_telegram.py @@ -725,7 +725,7 @@ def test_telegram_forcesell_handle(default_conf, update, ticker, fee, context.args = ["1"] telegram._forcesell(update=update, context=context) - assert rpc_mock.call_count == 4 + assert rpc_mock.call_count == 3 last_msg = rpc_mock.call_args_list[-1][0][0] assert { 'type': RPCMessageType.SELL_NOTIFICATION, @@ -784,7 +784,7 @@ def test_telegram_forcesell_down_handle(default_conf, update, ticker, fee, context.args = ["1"] telegram._forcesell(update=update, context=context) - assert rpc_mock.call_count == 4 + assert rpc_mock.call_count == 3 last_msg = rpc_mock.call_args_list[-1][0][0] assert { @@ -836,8 +836,8 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None # Called for all trades 3 times # cancel notification (wtf??), sell notification, buy_cancel - assert rpc_mock.call_count == 12 - msg = rpc_mock.call_args_list[2][0][0] + assert rpc_mock.call_count == 8 + msg = rpc_mock.call_args_list[1][0][0] assert { 'type': RPCMessageType.SELL_NOTIFICATION, 'trade_id': 1, @@ -1314,7 +1314,7 @@ def test_send_msg_buy_cancel_notification(default_conf, mocker) -> None: 'reason': CANCEL_REASON['TIMEOUT'] }) assert (msg_mock.call_args[0][0] == '\N{WARNING SIGN} *Bittrex:* ' - 'Cancelling open buy Order for ETH/BTC. Reason: cancelled due to timeout.') + 'Cancelling open buy Order for ETH/BTC. Reason: cancelled due to timeout.') def test_send_msg_sell_notification(default_conf, mocker) -> None: diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py index 7b4ed47f1..ac6d3791a 100644 --- a/tests/test_freqtradebot.py +++ b/tests/test_freqtradebot.py @@ -2289,7 +2289,7 @@ def test_check_handle_timedout_partial(default_conf, ticker, limit_buy_order_old # note this is for a partially-complete buy order freqtrade.check_handle_timedout() assert cancel_order_mock.call_count == 1 - assert rpc_mock.call_count == 2 + assert rpc_mock.call_count == 1 trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all() assert len(trades) == 1 assert trades[0].amount == 23.0 @@ -2324,7 +2324,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap assert log_has_re(r"Applying fee on amount for Trade.*", caplog) assert cancel_order_mock.call_count == 1 - assert rpc_mock.call_count == 2 + assert rpc_mock.call_count == 1 trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all() assert len(trades) == 1 # Verify that trade has been updated @@ -2364,7 +2364,7 @@ def test_check_handle_timedout_partial_except(default_conf, ticker, open_trade, assert log_has_re(r"Could not update trade amount: .*", caplog) assert cancel_order_mock.call_count == 1 - assert rpc_mock.call_count == 2 + assert rpc_mock.call_count == 1 trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all() assert len(trades) == 1 # Verify that trade has been updated @@ -2527,11 +2527,13 @@ def test_handle_cancel_sell_limit(mocker, default_conf, fee) -> None: send_msg_mock.reset_mock() order['amount'] = 2 - assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] + assert freqtrade.handle_cancel_sell(trade, order, reason + ) == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] # Assert cancel_order was not called (callcount remains unchanged) assert cancel_order_mock.call_count == 1 assert send_msg_mock.call_count == 1 - assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] + assert freqtrade.handle_cancel_sell(trade, order, reason + ) == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] # Message should not be iterated again assert trade.sell_order_status == CANCEL_REASON['PARTIALLY_FILLED_KEEP_OPEN'] assert send_msg_mock.call_count == 1 From 289425a434e5e7b3f010beca8639623a5e6982a3 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 29 Aug 2020 10:07:02 +0200 Subject: [PATCH 23/41] Add test for dry-run-cancel order --- tests/exchange/test_exchange.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py index 571053b44..c254d6a09 100644 --- a/tests/exchange/test_exchange.py +++ b/tests/exchange/test_exchange.py @@ -1761,6 +1761,14 @@ def test_cancel_order_dry_run(default_conf, mocker, exchange_name): assert exchange.cancel_order(order_id='123', pair='TKN/BTC') == {} assert exchange.cancel_stoploss_order(order_id='123', pair='TKN/BTC') == {} + order = exchange.buy('ETH/BTC', 'limit', 5, 0.55, 'gtc') + + cancel_order = exchange.cancel_order(order_id=order['id'], pair='ETH/BTC') + assert order['id'] == cancel_order['id'] + assert order['amount'] == cancel_order['amount'] + assert order['pair'] == cancel_order['pair'] + assert cancel_order['status'] == 'canceled' + @pytest.mark.parametrize("exchange_name", EXCHANGES) @pytest.mark.parametrize("order,result", [ From a595d23bf16b7488ac5c5c0e3d16ac7c2fa96411 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sat, 29 Aug 2020 10:14:49 +0200 Subject: [PATCH 24/41] Improve comment in test --- tests/rpc/test_rpc_telegram.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py index bce20a043..51298d8f3 100644 --- a/tests/rpc/test_rpc_telegram.py +++ b/tests/rpc/test_rpc_telegram.py @@ -835,8 +835,7 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None context.args = ["all"] telegram._forcesell(update=update, context=context) - # Called for all trades 3 times - # cancel notification (wtf??), sell notification, buy_cancel + # Called for each trade 3 times assert rpc_mock.call_count == 8 msg = rpc_mock.call_args_list[1][0][0] assert { From 284d39930fc6b94912cdb4d45bc8e8df7307feb0 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sun, 30 Aug 2020 10:07:28 +0200 Subject: [PATCH 25/41] Allow using pairlists through dataprovider in backtesting --- freqtrade/data/dataprovider.py | 6 ++++++ freqtrade/optimize/backtesting.py | 1 + 2 files changed, 7 insertions(+) diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py index 3b4de823f..ccb6cbf56 100644 --- a/freqtrade/data/dataprovider.py +++ b/freqtrade/data/dataprovider.py @@ -39,6 +39,12 @@ class DataProvider: """ self.__cached_pairs[(pair, timeframe)] = (dataframe, Arrow.utcnow().datetime) + def add_pairlisthandler(self, pairlists) -> None: + """ + Allow adding pairlisthandler after initialization + """ + self._pairlists = pairlists + def refresh(self, pairlist: ListPairsWithTimeframes, helping_pairs: ListPairsWithTimeframes = None) -> None: diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py index 3bd75f61a..005ec9fb8 100644 --- a/freqtrade/optimize/backtesting.py +++ b/freqtrade/optimize/backtesting.py @@ -96,6 +96,7 @@ class Backtesting: "PrecisionFilter not allowed for backtesting multiple strategies." ) + dataprovider.add_pairlisthandler(self.pairlists) self.pairlists.refresh_pairlist() if len(self.pairlists.whitelist) == 0: From 842eff95eba81ddaa34e71ac1d4082ed163d6630 Mon Sep 17 00:00:00 2001 From: Matthias Date: Sun, 30 Aug 2020 10:07:58 +0200 Subject: [PATCH 26/41] Add simple verification to ensure pairlists is iitialized --- tests/optimize/test_backtesting.py | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py index 52d8f217c..f5c313520 100644 --- a/tests/optimize/test_backtesting.py +++ b/tests/optimize/test_backtesting.py @@ -359,6 +359,7 @@ def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None: ] for line in exists: assert log_has(line, caplog) + assert backtesting.strategy.dp._pairlists is not None def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) -> None: From 3d39f05c8fabe2d237a9207aab026dcbc6878fbe Mon Sep 17 00:00:00 2001 From: Matthias Date: Sun, 30 Aug 2020 10:23:14 +0200 Subject: [PATCH 27/41] Improve release documetation --- docs/developer.md | 23 ++++++++++++++--------- 1 file changed, 14 insertions(+), 9 deletions(-) diff --git a/docs/developer.md b/docs/developer.md index f09ae2c76..8bee1fd8e 100644 --- a/docs/developer.md +++ b/docs/developer.md @@ -52,6 +52,7 @@ The fastest and easiest way to start up is to use docker-compose.develop which g * [docker-compose](https://docs.docker.com/compose/install/) #### Starting the bot + ##### Use the develop dockerfile ``` bash @@ -74,7 +75,7 @@ docker-compose up docker-compose build ``` -##### Execing (effectively SSH into the container) +##### Executing (effectively SSH into the container) The `exec` command requires that the container already be running, if you want to start it that can be effected by `docker-compose up` or `docker-compose run freqtrade_develop` @@ -127,7 +128,7 @@ First of all, have a look at the [VolumePairList](https://github.com/freqtrade/f This is a simple Handler, which however serves as a good example on how to start developing. -Next, modify the classname of the Handler (ideally align this with the module filename). +Next, modify the class-name of the Handler (ideally align this with the module filename). The base-class provides an instance of the exchange (`self._exchange`) the pairlist manager (`self._pairlistmanager`), as well as the main configuration (`self._config`), the pairlist dedicated configuration (`self._pairlistconfig`) and the absolute position within the list of pairlists. @@ -147,7 +148,7 @@ Configuration for the chain of Pairlist Handlers is done in the bot configuratio By convention, `"number_assets"` is used to specify the maximum number of pairs to keep in the pairlist. Please follow this to ensure a consistent user experience. -Additional parameters can be configured as needed. For instance, `VolumePairList` uses `"sort_key"` to specify the sorting value - however feel free to specify whatever is necessary for your great algorithm to be successfull and dynamic. +Additional parameters can be configured as needed. For instance, `VolumePairList` uses `"sort_key"` to specify the sorting value - however feel free to specify whatever is necessary for your great algorithm to be successful and dynamic. #### short_desc @@ -163,7 +164,7 @@ This is called with each iteration of the bot (only if the Pairlist Handler is a It must return the resulting pairlist (which may then be passed into the chain of Pairlist Handlers). -Validations are optional, the parent class exposes a `_verify_blacklist(pairlist)` and `_whitelist_for_active_markets(pairlist)` to do default filtering. Use this if you limit your result to a certain number of pairs - so the endresult is not shorter than expected. +Validations are optional, the parent class exposes a `_verify_blacklist(pairlist)` and `_whitelist_for_active_markets(pairlist)` to do default filtering. Use this if you limit your result to a certain number of pairs - so the end-result is not shorter than expected. #### filter_pairlist @@ -171,13 +172,13 @@ This method is called for each Pairlist Handler in the chain by the pairlist man This is called with each iteration of the bot - so consider implementing caching for compute/network heavy calculations. -It get's passed a pairlist (which can be the result of previous pairlists) as well as `tickers`, a pre-fetched version of `get_tickers()`. +It gets passed a pairlist (which can be the result of previous pairlists) as well as `tickers`, a pre-fetched version of `get_tickers()`. The default implementation in the base class simply calls the `_validate_pair()` method for each pair in the pairlist, but you may override it. So you should either implement the `_validate_pair()` in your Pairlist Handler or override `filter_pairlist()` to do something else. If overridden, it must return the resulting pairlist (which may then be passed into the next Pairlist Handler in the chain). -Validations are optional, the parent class exposes a `_verify_blacklist(pairlist)` and `_whitelist_for_active_markets(pairlist)` to do default filters. Use this if you limit your result to a certain number of pairs - so the endresult is not shorter than expected. +Validations are optional, the parent class exposes a `_verify_blacklist(pairlist)` and `_whitelist_for_active_markets(pairlist)` to do default filters. Use this if you limit your result to a certain number of pairs - so the end result is not shorter than expected. In `VolumePairList`, this implements different methods of sorting, does early validation so only the expected number of pairs is returned. @@ -201,7 +202,7 @@ Most exchanges supported by CCXT should work out of the box. Check if the new exchange supports Stoploss on Exchange orders through their API. -Since CCXT does not provide unification for Stoploss On Exchange yet, we'll need to implement the exchange-specific parameters ourselfs. Best look at `binance.py` for an example implementation of this. You'll need to dig through the documentation of the Exchange's API on how exactly this can be done. [CCXT Issues](https://github.com/ccxt/ccxt/issues) may also provide great help, since others may have implemented something similar for their projects. +Since CCXT does not provide unification for Stoploss On Exchange yet, we'll need to implement the exchange-specific parameters ourselves. Best look at `binance.py` for an example implementation of this. You'll need to dig through the documentation of the Exchange's API on how exactly this can be done. [CCXT Issues](https://github.com/ccxt/ccxt/issues) may also provide great help, since others may have implemented something similar for their projects. ### Incomplete candles @@ -274,6 +275,7 @@ git checkout -b new_release Determine if crucial bugfixes have been made between this commit and the current state, and eventually cherry-pick these. +* Merge the release branch (master) into this branch. * Edit `freqtrade/__init__.py` and add the version matching the current date (for example `2019.7` for July 2019). Minor versions can be `2019.7.1` should we need to do a second release that month. Version numbers must follow allowed versions from PEP0440 to avoid failures pushing to pypi. * Commit this part * push that branch to the remote and create a PR against the master branch @@ -281,14 +283,14 @@ Determine if crucial bugfixes have been made between this commit and the current ### Create changelog from git commits !!! Note - Make sure that the master branch is uptodate! + Make sure that the master branch is up-to-date! ``` bash # Needs to be done before merging / pulling that branch. git log --oneline --no-decorate --no-merges master..new_release ``` -To keep the release-log short, best wrap the full git changelog into a collapsible details secction. +To keep the release-log short, best wrap the full git changelog into a collapsible details section. ```markdown

    @@ -312,6 +314,9 @@ Once the PR against master is merged (best right after merging): ### pypi +!!! Note + This process is now automated as part of Github Actions. + To create a pypi release, please run the following commands: Additional requirement: `wheel`, `twine` (for uploading), account on pypi with proper permissions. From 7f74ff53b12c5baff8c497227b8dd49ddcc4d499 Mon Sep 17 00:00:00 2001 From: Matthias Date: Mon, 31 Aug 2020 07:34:43 +0200 Subject: [PATCH 28/41] Move clock warning to installation pages --- docs/bot-usage.md | 3 +++ docs/docker.md | 3 +++ docs/index.md | 6 +----- docs/installation.md | 3 +++ 4 files changed, 10 insertions(+), 5 deletions(-) diff --git a/docs/bot-usage.md b/docs/bot-usage.md index 40ff3d82b..4a4496bbc 100644 --- a/docs/bot-usage.md +++ b/docs/bot-usage.md @@ -5,6 +5,9 @@ This page explains the different parameters of the bot and how to run it. !!! Note If you've used `setup.sh`, don't forget to activate your virtual environment (`source .env/bin/activate`) before running freqtrade commands. +!!! Warning "Up-to-date clock" + The clock on the system running the bot must be accurate, synchronized to a NTP server frequently enough to avoid problems with communication to the exchanges. + ## Bot commands ``` diff --git a/docs/docker.md b/docs/docker.md index 92478088a..b9508648b 100644 --- a/docs/docker.md +++ b/docs/docker.md @@ -12,6 +12,9 @@ Optionally, [docker-compose](https://docs.docker.com/compose/install/) should be Once you have Docker installed, simply prepare the config file (e.g. `config.json`) and run the image for `freqtrade` as explained below. +!!! Warning "Up-to-date clock" + The clock on the system running the bot must be accurate, synchronized to a NTP server frequently enough to avoid problems with communication to the exchanges. + ## Freqtrade with docker-compose Freqtrade provides an official Docker image on [Dockerhub](https://hub.docker.com/r/freqtradeorg/freqtrade/), as well as a [docker-compose file](https://github.com/freqtrade/freqtrade/blob/develop/docker-compose.yml) ready for usage. diff --git a/docs/index.md b/docs/index.md index adc661300..397c549aa 100644 --- a/docs/index.md +++ b/docs/index.md @@ -37,13 +37,9 @@ Freqtrade is a crypto-currency algorithmic trading software developed in python ## Requirements -### Up to date clock - -The clock on the system running the bot must be accurate, synchronized to a NTP server frequently enough to avoid problems with communication to the exchanges. - ### Hardware requirements -To run this bot we recommend you a cloud instance with a minimum of: +To run this bot we recommend you a linux cloud instance with a minimum of: - 2GB RAM - 1GB disk space diff --git a/docs/installation.md b/docs/installation.md index c03be55d1..ec5e40965 100644 --- a/docs/installation.md +++ b/docs/installation.md @@ -18,6 +18,9 @@ Click each one for install guide: We also recommend a [Telegram bot](telegram-usage.md#setup-your-telegram-bot), which is optional but recommended. +!!! Warning "Up-to-date clock" + The clock on the system running the bot must be accurate, synchronized to a NTP server frequently enough to avoid problems with communication to the exchanges. + ## Quick start Freqtrade provides the Linux/MacOS Easy Installation script to install all dependencies and help you configure the bot. From f83633ff4e9ded4689ccc70a0af9b7efe0ea26fc Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 31 Aug 2020 06:38:24 +0000 Subject: [PATCH 29/41] Bump prompt-toolkit from 3.0.6 to 3.0.7 Bumps [prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) from 3.0.6 to 3.0.7. - [Release notes](https://github.com/prompt-toolkit/python-prompt-toolkit/releases) - [Changelog](https://github.com/prompt-toolkit/python-prompt-toolkit/blob/master/CHANGELOG) - [Commits](https://github.com/prompt-toolkit/python-prompt-toolkit/compare/3.0.6...3.0.7) Signed-off-by: dependabot[bot] --- requirements-common.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements-common.txt b/requirements-common.txt index b6e2d329f..9e1dbf86f 100644 --- a/requirements-common.txt +++ b/requirements-common.txt @@ -32,4 +32,4 @@ flask-cors==3.0.8 colorama==0.4.3 # Building config files interactively questionary==1.5.2 -prompt-toolkit==3.0.6 +prompt-toolkit==3.0.7 From 4adf012ee68f200ab185a49a0b9c437e22ee2f8d Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 31 Aug 2020 06:38:35 +0000 Subject: [PATCH 30/41] Bump flask-cors from 3.0.8 to 3.0.9 Bumps [flask-cors](https://github.com/corydolphin/flask-cors) from 3.0.8 to 3.0.9. - [Release notes](https://github.com/corydolphin/flask-cors/releases) - [Changelog](https://github.com/corydolphin/flask-cors/blob/master/CHANGELOG.md) - [Commits](https://github.com/corydolphin/flask-cors/compare/3.0.8...3.0.9) Signed-off-by: dependabot[bot] --- requirements-common.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements-common.txt b/requirements-common.txt index b6e2d329f..d543f206d 100644 --- a/requirements-common.txt +++ b/requirements-common.txt @@ -26,7 +26,7 @@ sdnotify==0.3.2 # Api server flask==1.1.2 flask-jwt-extended==3.24.1 -flask-cors==3.0.8 +flask-cors==3.0.9 # Support for colorized terminal output colorama==0.4.3 From 821af9be9e36ff5a5c4f632c309409034467c8a0 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 31 Aug 2020 06:38:36 +0000 Subject: [PATCH 31/41] Bump mkdocs-material from 5.5.8 to 5.5.11 Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 5.5.8 to 5.5.11. - [Release notes](https://github.com/squidfunk/mkdocs-material/releases) - [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/docs/changelog.md) - [Commits](https://github.com/squidfunk/mkdocs-material/compare/5.5.8...5.5.11) Signed-off-by: dependabot[bot] --- docs/requirements-docs.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt index 5226db750..c8f08d12a 100644 --- a/docs/requirements-docs.txt +++ b/docs/requirements-docs.txt @@ -1,2 +1,2 @@ -mkdocs-material==5.5.8 +mkdocs-material==5.5.11 mdx_truly_sane_lists==1.2 From 55a49bfc5325364a0c5da7190e723b2a3c261089 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 31 Aug 2020 06:38:38 +0000 Subject: [PATCH 32/41] Bump progressbar2 from 3.51.4 to 3.52.1 Bumps [progressbar2](https://github.com/WoLpH/python-progressbar) from 3.51.4 to 3.52.1. - [Release notes](https://github.com/WoLpH/python-progressbar/releases) - [Changelog](https://github.com/WoLpH/python-progressbar/blob/develop/CHANGES.rst) - [Commits](https://github.com/WoLpH/python-progressbar/compare/v3.51.4...v3.52.1) Signed-off-by: dependabot[bot] --- requirements-hyperopt.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt index ce08f08e0..fbc679eaa 100644 --- a/requirements-hyperopt.txt +++ b/requirements-hyperopt.txt @@ -7,4 +7,4 @@ scikit-learn==0.23.1 scikit-optimize==0.7.4 filelock==3.0.12 joblib==0.16.0 -progressbar2==3.51.4 +progressbar2==3.52.1 From 8969ab4aa3026f3536980a34d6612bdb0a9dde38 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 31 Aug 2020 06:38:55 +0000 Subject: [PATCH 33/41] Bump pytest-mock from 3.3.0 to 3.3.1 Bumps [pytest-mock](https://github.com/pytest-dev/pytest-mock) from 3.3.0 to 3.3.1. - [Release notes](https://github.com/pytest-dev/pytest-mock/releases) - [Changelog](https://github.com/pytest-dev/pytest-mock/blob/master/CHANGELOG.rst) - [Commits](https://github.com/pytest-dev/pytest-mock/compare/v3.3.0...v3.3.1) Signed-off-by: dependabot[bot] --- requirements-dev.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements-dev.txt b/requirements-dev.txt index 1f5b68a73..44f0c7265 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -11,7 +11,7 @@ mypy==0.782 pytest==6.0.1 pytest-asyncio==0.14.0 pytest-cov==2.10.1 -pytest-mock==3.3.0 +pytest-mock==3.3.1 pytest-random-order==1.0.4 # Convert jupyter notebooks to markdown documents From c5b8993e9d061e7f839be9c40bc54769ec997991 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 31 Aug 2020 06:38:56 +0000 Subject: [PATCH 34/41] Bump ccxt from 1.33.52 to 1.33.72 Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.33.52 to 1.33.72. - [Release notes](https://github.com/ccxt/ccxt/releases) - [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst) - [Commits](https://github.com/ccxt/ccxt/compare/1.33.52...1.33.72) Signed-off-by: dependabot[bot] --- requirements-common.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements-common.txt b/requirements-common.txt index b6e2d329f..6f4ae45b3 100644 --- a/requirements-common.txt +++ b/requirements-common.txt @@ -1,6 +1,6 @@ # requirements without requirements installable via conda # mainly used for Raspberry pi installs -ccxt==1.33.52 +ccxt==1.33.72 SQLAlchemy==1.3.19 python-telegram-bot==12.8 arrow==0.16.0 From 24df8d6bf5c81c3bfc9127b0d3cd1c01b4a99780 Mon Sep 17 00:00:00 2001 From: Matthias Date: Mon, 31 Aug 2020 15:46:31 +0200 Subject: [PATCH 35/41] Sort imports --- tests/data/test_history.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/data/test_history.py b/tests/data/test_history.py index c89156f4c..2d6aed8f6 100644 --- a/tests/data/test_history.py +++ b/tests/data/test_history.py @@ -1,6 +1,5 @@ # pragma pylint: disable=missing-docstring, protected-access, C0103 -from freqtrade.data.history.hdf5datahandler import HDF5DataHandler import json import uuid from pathlib import Path @@ -15,6 +14,7 @@ from pandas.testing import assert_frame_equal from freqtrade.configuration import TimeRange from freqtrade.constants import AVAILABLE_DATAHANDLERS from freqtrade.data.converter import ohlcv_to_dataframe +from freqtrade.data.history.hdf5datahandler import HDF5DataHandler from freqtrade.data.history.history_utils import ( _download_pair_history, _download_trades_history, _load_cached_data_for_updating, convert_trades_to_ohlcv, get_timerange, From a4e3edbcc597fc05f9be1eec2aa827593e1d33e7 Mon Sep 17 00:00:00 2001 From: Matthias Date: Tue, 1 Sep 2020 07:10:48 +0200 Subject: [PATCH 36/41] Fix stoploss_last_update beein updated with date object in wrong timezone --- freqtrade/freqtradebot.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py index eee60cc22..768f283ab 100644 --- a/freqtrade/freqtradebot.py +++ b/freqtrade/freqtradebot.py @@ -835,7 +835,7 @@ class FreqtradeBot: stop_price = trade.open_rate * (1 + stoploss) if self.create_stoploss_order(trade=trade, stop_price=stop_price): - trade.stoploss_last_update = datetime.now() + trade.stoploss_last_update = datetime.utcnow() return False # If stoploss order is canceled for some reason we add it From 3bc6cb36c60155a8de4e25cfd1879d1b260a4348 Mon Sep 17 00:00:00 2001 From: Matthias Date: Tue, 1 Sep 2020 08:00:20 +0200 Subject: [PATCH 37/41] Remove deprectead volumepairlist options --- docs/deprecated.md | 2 +- freqtrade/pairlist/VolumePairList.py | 7 +------ tests/pairlist/test_pairlist.py | 13 ------------- 3 files changed, 2 insertions(+), 20 deletions(-) diff --git a/docs/deprecated.md b/docs/deprecated.md index 44f0b686a..312f2c74f 100644 --- a/docs/deprecated.md +++ b/docs/deprecated.md @@ -32,4 +32,4 @@ The old section of configuration parameters (`"pairlist"`) has been deprecated i ### deprecation of bidVolume and askVolume from volume-pairlist -Since only quoteVolume can be compared between assets, the other options (bidVolume, askVolume) have been deprecated in 2020.4. +Since only quoteVolume can be compared between assets, the other options (bidVolume, askVolume) have been deprecated in 2020.4, and have been removed in 2020.9. diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py index 35dce93eb..44e5c52d7 100644 --- a/freqtrade/pairlist/VolumePairList.py +++ b/freqtrade/pairlist/VolumePairList.py @@ -14,7 +14,7 @@ from freqtrade.pairlist.IPairList import IPairList logger = logging.getLogger(__name__) -SORT_VALUES = ['askVolume', 'bidVolume', 'quoteVolume'] +SORT_VALUES = ['quoteVolume'] class VolumePairList(IPairList): @@ -45,11 +45,6 @@ class VolumePairList(IPairList): raise OperationalException( f'key {self._sort_key} not in {SORT_VALUES}') - if self._sort_key != 'quoteVolume': - logger.warning( - "DEPRECATED: using any key other than quoteVolume for VolumePairList is deprecated." - ) - @property def needstickers(self) -> bool: """ diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py index 9217abc46..a5e479912 100644 --- a/tests/pairlist/test_pairlist.py +++ b/tests/pairlist/test_pairlist.py @@ -231,9 +231,6 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf): # VolumePairList only ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}], "BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC']), - # Different sorting depending on quote or bid volume - ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"}], - "BTC", ['HOT/BTC', 'FUEL/BTC', 'XRP/BTC', 'LTC/BTC', 'TKN/BTC']), ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}], "USDT", ['ETH/USDT', 'NANO/USDT', 'ADAHALF/USDT', 'ADADOUBLE/USDT']), # No pair for ETH, VolumePairList @@ -263,10 +260,6 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf): ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}, {"method": "PrecisionFilter"}], "BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC']), - # Precisionfilter bid - ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"}, - {"method": "PrecisionFilter"}], - "BTC", ['FUEL/BTC', 'XRP/BTC', 'LTC/BTC', 'TKN/BTC']), # PriceFilter and VolumePairList ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}, {"method": "PriceFilter", "low_price_ratio": 0.03}], @@ -293,9 +286,6 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf): ([{"method": "StaticPairList"}], "BTC", ['ETH/BTC', 'TKN/BTC', 'HOT/BTC']), # Static Pairlist before VolumePairList - sorting changes - ([{"method": "StaticPairList"}, - {"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"}], - "BTC", ['HOT/BTC', 'TKN/BTC', 'ETH/BTC']), # SpreadFilter ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}, {"method": "SpreadFilter", "max_spread_ratio": 0.005}], @@ -344,9 +334,6 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf): ([{"method": "SpreadFilter", "max_spread_ratio": 0.005}], "BTC", 'filter_at_the_beginning'), # OperationalException expected # Static Pairlist after VolumePairList, on a non-first position - ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"}, - {"method": "StaticPairList"}], - "BTC", 'static_in_the_middle'), ([{"method": "VolumePairList", "number_assets": 20, "sort_key": "quoteVolume"}, {"method": "PriceFilter", "low_price_ratio": 0.02}], "USDT", ['ETH/USDT', 'NANO/USDT']), From d44418282935c97eb17181fa4e564bc2abf10d61 Mon Sep 17 00:00:00 2001 From: Matthias Date: Tue, 1 Sep 2020 10:31:11 +0200 Subject: [PATCH 38/41] Reinstate wrongly removed pairlist test --- tests/pairlist/test_pairlist.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py index a5e479912..1f05bef1e 100644 --- a/tests/pairlist/test_pairlist.py +++ b/tests/pairlist/test_pairlist.py @@ -334,6 +334,9 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf): ([{"method": "SpreadFilter", "max_spread_ratio": 0.005}], "BTC", 'filter_at_the_beginning'), # OperationalException expected # Static Pairlist after VolumePairList, on a non-first position + ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}, + {"method": "StaticPairList"}], + "BTC", 'static_in_the_middle'), ([{"method": "VolumePairList", "number_assets": 20, "sort_key": "quoteVolume"}, {"method": "PriceFilter", "low_price_ratio": 0.02}], "USDT", ['ETH/USDT', 'NANO/USDT']), From dff0ac276803e480c03ba6fb33620b7179307824 Mon Sep 17 00:00:00 2001 From: Matthias Date: Tue, 1 Sep 2020 19:16:11 +0200 Subject: [PATCH 39/41] Remove trailing_stop from default config example - it'll be misleading --- config.json.example | 1 - config_binance.json.example | 1 - config_kraken.json.example | 1 - 3 files changed, 3 deletions(-) diff --git a/config.json.example b/config.json.example index 77a147d0c..ab517b77c 100644 --- a/config.json.example +++ b/config.json.example @@ -7,7 +7,6 @@ "timeframe": "5m", "dry_run": false, "cancel_open_orders_on_exit": false, - "trailing_stop": false, "unfilledtimeout": { "buy": 10, "sell": 30 diff --git a/config_binance.json.example b/config_binance.json.example index 82943749d..f3f8eb659 100644 --- a/config_binance.json.example +++ b/config_binance.json.example @@ -7,7 +7,6 @@ "timeframe": "5m", "dry_run": true, "cancel_open_orders_on_exit": false, - "trailing_stop": false, "unfilledtimeout": { "buy": 10, "sell": 30 diff --git a/config_kraken.json.example b/config_kraken.json.example index fb983a4a3..fd0b2b95d 100644 --- a/config_kraken.json.example +++ b/config_kraken.json.example @@ -7,7 +7,6 @@ "timeframe": "5m", "dry_run": true, "cancel_open_orders_on_exit": false, - "trailing_stop": false, "unfilledtimeout": { "buy": 10, "sell": 30 From 5c5cf782f53597f27bf0c361f86268d1c07a8ebf Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 3 Sep 2020 19:29:48 +0200 Subject: [PATCH 40/41] Fix small bug with /daily if close_profit_abs is not yet filled --- freqtrade/rpc/rpc.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py index 802c8372b..b89a95ee8 100644 --- a/freqtrade/rpc/rpc.py +++ b/freqtrade/rpc/rpc.py @@ -224,7 +224,8 @@ class RPC: Trade.close_date >= profitday, Trade.close_date < (profitday + timedelta(days=1)) ]).order_by(Trade.close_date).all() - curdayprofit = sum(trade.close_profit_abs for trade in trades) + curdayprofit = sum( + trade.close_profit_abs for trade in trades if trade.close_profit_abs is not None) profit_days[profitday] = { 'amount': curdayprofit, 'trades': len(trades) From 27362046d474744da563d74bd370da70eb82cd3b Mon Sep 17 00:00:00 2001 From: Matthias Date: Thu, 3 Sep 2020 19:33:34 +0200 Subject: [PATCH 41/41] Add documentation section about running docs locally --- docs/developer.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/docs/developer.md b/docs/developer.md index 8bee1fd8e..111c7a96f 100644 --- a/docs/developer.md +++ b/docs/developer.md @@ -10,6 +10,15 @@ Documentation is available at [https://freqtrade.io](https://www.freqtrade.io/) Special fields for the documentation (like Note boxes, ...) can be found [here](https://squidfunk.github.io/mkdocs-material/extensions/admonition/). +To test the documentation locally use the following commands. + +``` bash +pip install -r docs/requirements-docs.txt +mkdocs serve +``` + +This will spin up a local server (usually on port 8000) so you can see if everything looks as you'd like it to. + ## Developer setup To configure a development environment, best use the `setup.sh` script and answer "y" when asked "Do you want to install dependencies for dev [y/N]? ".