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1147 Commits

Author SHA1 Message Date
Rokas Kupstys
29fed37df3 Fix exception when few pairs with no data do not result in aborting backtest. 
Exception is triggered by backtesting 20210301-20210501 range with BAKE/USDT pair (binance). Pair data starts on 2021-04-30 12:00:00 and after adjusting for startup candles pair dataframe is empty.

Solution: Since there are other pairs with enough data - skip pairs with no data and issue a warning.

Exception:
```
Traceback (most recent call last):
  File "/home/rk/src/freqtrade/freqtrade/main.py", line 37, in main
    return_code = args['func'](args)
  File "/home/rk/src/freqtrade/freqtrade/commands/optimize_commands.py", line 53, in start_backtesting
    backtesting.start()
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 502, in start
    min_date, max_date = self.backtest_one_strategy(strat, data, timerange)
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 474, in backtest_one_strategy
    results = self.backtest(
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 365, in backtest
    data: Dict = self._get_ohlcv_as_lists(processed)
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 199, in _get_ohlcv_as_lists
    pair_data.loc[:, 'buy'] = 0  # cleanup from previous run
  File "/home/rk/src/freqtrade/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 692, in __setitem__
    iloc._setitem_with_indexer(indexer, value, self.name)
  File "/home/rk/src/freqtrade/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 1587, in _setitem_with_indexer
    raise ValueError(
ValueError: cannot set a frame with no defined index and a scalar
```
 2021-05-15 13:37:03 +03:00
Brook Miles
2eac23a15f if stoploss price is above the candle high, set it to candle open instead. this can occur if stoploss had previously been reached but the sell was prevented by confirm_trade_exit 2021-05-15 15:38:51 +09:00
Matthias
5e73195b30 Use linux lineseperator at all times 2021-05-15 07:01:32 +02:00
Matthias
ecee42f561 Read pickle file in mmap mode 2021-05-13 20:13:04 +02:00
Matthias
1055862bc0 Extract data-load + dump from hyperopt 
(Reduces memory-usage as the dataframes go out of scope)
 2021-05-12 21:15:01 +02:00
Matthias
24a1d5a96f Change default hyperopt-name to be shorter 2021-05-12 19:06:13 +02:00
Matthias
3cbe40875d read hyperopt results from pickle or json 2021-05-12 06:06:30 +02:00
Matthias
06bf1aa274 Store epochs as json per line 2021-05-12 05:58:25 +02:00
Matthias
7398ea88e0 Change optimize_reports to convert dates to string earlier 2021-05-11 20:37:49 +02:00
Matthias
92186d89a2 Add some changes to strategytemplate 2021-05-09 09:56:36 +02:00
Rokas Kupstys
8d8c782bd0 Slice dataframe in backtesting, preventing access to rows past current time. 2021-05-08 18:40:49 +03:00
Rokas Kupstys
f1eb653545 Fix strategy protections not being loaded in backtesting. 2021-05-08 10:29:47 +03:00
Rokas Kupstys
1b01ad6f85 Make exchange parameter optional and do not use it as parameter in backtesting. 2021-05-08 10:29:47 +03:00
Matthias
4b6cd69c81 Add test for no-exchange dataprovider 2021-05-08 10:29:47 +03:00
Rokas Kupstys
d344194b36 Fix dataprovider in hyperopt. 2021-05-08 10:29:47 +03:00
Rokas Kupstys
6fb4d83ab3 Fix dataprovider in hyperopt. 2021-05-08 10:29:47 +03:00
Rokas Kupstys
cdfa6adbe5 Store pair datafrmes in dataprovider for backtesting. 2021-05-08 10:29:47 +03:00
Rokas Kupstys
d34da3f981 Revert "Add dataframe parameter to custom_stoploss() and custom_sell() methods." 
This reverts commit 595b8735f8.

# Conflicts:
#	freqtrade/optimize/backtesting.py
#	freqtrade/strategy/interface.py
 2021-05-08 10:29:47 +03:00
Matthias
513be11fd9 Fix hyperopt output 
closes #4892
 2021-05-07 20:23:11 +02:00
Matthias
554f5f14b6 Raise exception if no data is left 2021-05-07 06:41:15 +02:00
Matthias
4f529fe424 Don't use Arrow to get min/max backtest dates 2021-05-06 19:43:14 +02:00
Matthias
da574e4e69 Small style fixes 2021-05-03 06:30:41 +02:00
Matthias
fc110ea418 Support csv export for new and old versions 2021-05-02 20:41:45 +02:00
Matthias
287b43e999 Output strategy results including non-optimized parameters 2021-05-02 11:30:53 +02:00
Matthias
d069ad43d8 Small reformatting in hyperopt 2021-05-02 11:01:26 +02:00
Matthias
8ee0b0d8e8 Store not optimized parameters (if applicable) 2021-05-02 10:46:04 +02:00
Matthias
46f0f66039 Keep dimensions stored in hyperopt class 
There is no point in regenerating them and it will cause some
overhead as all space classes will be recreated for every epoch.
 2021-05-02 09:48:37 +02:00
Matthias
ced5cc7ce2 Don't recalculate min/max date - they won't change between epochs 2021-05-02 09:46:27 +02:00
Matthias
ecdfb6e5ed Fix output of % for new format 2021-05-02 09:46:27 +02:00
Matthias
881cba336a Show backtesting result in hyperopt-show 2021-05-02 09:46:27 +02:00
Matthias
420e75af65 Extract show_backtest_result for one strategy 2021-05-02 09:46:27 +02:00
Matthias
97478abb9d Move format explanation string to HyperoptTools 2021-05-02 09:46:27 +02:00
Matthias
f2e182002d Simplify calling backtesting by returning the proper result 2021-05-02 09:46:27 +02:00
Matthias
e2e1d34828 Extract stake_currency param from hyperopt-explanationstring 2021-05-02 09:46:27 +02:00
Matthias
6aaaad29d7 Use backtesting output for hyperopt results 2021-05-02 09:46:27 +02:00
Matthias
545cba7fd8 Refactor optimize_report 
we should not calculate non-daily statistics in the daily stats method
 2021-05-02 09:46:27 +02:00
Matthias
9994fce577 Extract generation of report for one strategy to it's own method 2021-05-02 09:46:27 +02:00
Matthias
b125c975c7 Rename strategy_comparison method 2021-05-02 09:46:27 +02:00
Matthias
ac2e1eb3d7 Don't import joblib for regular strategies 2021-05-02 08:44:16 +02:00
Matthias
1cb430f59b Remove encoding specifics, gitattributes to echeckout as utf8 2021-05-01 17:41:40 +02:00
Matthias
e0ca3c014c Don't completely remove encode/decode 2021-05-01 17:12:48 +02:00
Matthias
30da307d13 Remove encode/decode for hyperopt 2021-05-01 17:01:52 +02:00
Matthias
e381df9098 extract has_space to Hyperopt-Tools 2021-05-01 16:36:35 +02:00
Matthias
7c8a367442 Update docs to not promote stoploss / take-profit 2021-04-28 20:36:06 +02:00
Matthias
2061162d79 Convert trade-opendate to python datetime 2021-04-26 20:01:13 +02:00
Rokas Kupstys
98f6fce2ec Use correct sell reason in case of custom sell reason. 2021-04-25 09:48:40 +03:00
Rokas Kupstys
595b8735f8 Add dataframe parameter to custom_stoploss() and custom_sell() methods. 2021-04-25 09:48:40 +03:00
Rokas Kupstys
1aad128d85 Support returning a string from custom_sell() and have it recorded as custom sell reason. 2021-04-25 09:48:40 +03:00
Matthias
88f26971fa Use defaultdict for backtesting 2021-04-24 19:15:09 +02:00
Matthias
f12e002686
Merge pull request #4775 from freqtrade/fix_wallet_unlimited 
Fix wallet unlimited
 2021-04-24 15:54:06 +02:00
Matthias
df16fbd742 Add "dataload complete" message to backtest + hyperopt 2021-04-23 19:22:41 +02:00
Matthias
d8c8a8d8c2 Remvoe pointless arguments from get_trade_stake_amount 2021-04-21 20:01:10 +02:00
Matthias
cfa9315e2a Prevent out of candle ROI sells 2021-04-20 20:29:53 +02:00
Matthias
ce870bbcf7 Use 3 decimals for ROI space 2021-04-15 21:38:20 +02:00
Matthias
52c482cecf Convert trailing and roi defaults to skdecimal 2021-04-14 20:36:34 +02:00
Matthias
e820814809 Default-stoploss-hyperopt should use decimal space, nto real 2021-04-14 20:32:34 +02:00
Matthias
9804e20114 Don't use _set_value for autoOpt-Spaces 2021-04-10 09:53:48 +02:00
Matthias
34e47db18d Test SKDecimal space 2021-04-09 22:15:24 +02:00
Matthias
5f67400649 Add SKDecimal Space 2021-04-09 21:58:15 +02:00
Matthias
7b2a0d46cb Fix typo 2021-04-05 15:38:25 +02:00
Matthias
b470672dfd
Merge pull request #4596 from rokups/rk/hyper-strategy 
Support for creating auto-hyperoptable strategies.
 2021-04-05 13:55:32 +02:00
Matthias
bd5e1c5096
Merge pull request #4660 from rextea/order_pairlist_results 
Sort pair lists by total profit
 2021-04-04 19:47:33 +02:00
rextea
9e56f6d4eb Sort pair lists by total profit 2021-04-04 01:19:38 +03:00
Matthias
9d4b5cc6bb Fix typo 2021-04-03 19:56:20 +02:00
Matthias
41cb2a6451 Merge branch 'develop' into pr/rokups/4596 2021-04-03 17:00:37 +02:00
Matthias
6555454bd2 Remove more ticker_interval occurances 2021-04-03 16:54:47 +02:00
Rokas Kupstys
ea43d5ba85 Implement DecimalParameter and rename FloatParameter to RealParameter. 2021-04-02 17:08:16 +03:00
Matthias
5acdc9bf42 Fix type errors by converting all hyperopt methods to instance methods 2021-04-01 06:47:23 +02:00
Rokas Kupstys
5e5b11d4d6 Split "enabled" to "load" and "optimize" parameters. 2021-03-31 12:31:28 +03:00
Matthias
2869d5368d Allow edge to use dynamic pairlists 
closes #4298
 2021-03-30 20:20:24 +02:00
Matthias
89bbfd2324 Remove candle_count from dataframe before backtesting 
closes #3754
 2021-03-29 20:26:54 +02:00
Matthias
8022386404 Type custom_hyperopt 2021-03-27 18:00:07 +01:00
Matthias
786ddc6a91 remove unused imports 2021-03-27 10:47:33 +01:00
Rokas Kupstys
40f5c7853e [SQUASH] Add a way to temporarily disable a parameter (excludes from parameter loading/hyperopt) and print parameter values when executed. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
fd45dfd894 [SQUASH] Make skopt imports optional. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
11689100e7 [SQUASH] Fix exception when HyperOpt nested class is not defined. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
e9f0babe8a [SQUASH] Use HyperStrategyMixin as part of IStrategy interface. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
2d13e5fd50 [SQUASH] Oopsies. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
bb89e44e19 [SQUASH] Address PR comments. 
* Split Parameter into IntParameter/FloatParameter/CategoricalParameter.
* Rename IHyperStrategy to HyperStrategyMixin and use it as mixin.
* --hyperopt parameter is now optional if strategy uses HyperStrategyMixin.
* Use OperationalException() instead of asserts.
 2021-03-26 16:56:24 +02:00
Rokas Kupstys
0a205f52b0 Optional support for defining hyperopt parameters in a strategy file and reusing common hyperopt/strategy parts. 2021-03-26 16:56:24 +02:00
Matthias
8da7d5c009
Merge pull request #4594 from rextea/add_confirm_exit_enter_tade_to_backtesting 
Add confirm_trade_exit and confirm_trade_entry to backtesting
 2021-03-25 20:26:56 +01:00
Matthias
292ea8c1d0
Update backtesting.py 2021-03-25 09:34:33 +01:00
rextea
0ca95aa0c2 Change rate to acctual close rate 2021-03-25 10:25:25 +02:00
Matthias
ec15610bff Fix isort issue 2021-03-24 19:21:07 +01:00
rextea
f51f4b1817 Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:35:46 +02:00
rextea
dc4ea604dd Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:19:16 +02:00
rextea
eb5d69dcd4 Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:12:08 +02:00
rextea
6856963aef Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:09:41 +02:00
Matthias
76ca3c219f extract result-printing from hyperopt class 2021-03-17 20:45:15 +01:00
Matthias
b57c150654 Final balance should include forcesold pairs 2021-03-14 09:48:40 +01:00
Matthias
cd8d9f2930
Merge pull request #4534 from rokups/patch-1 
Provide access to strategy instance from hyperopt class.
 2021-03-13 17:14:47 +01:00
Rokas Kupstys
5e872273d1 Provide access to strategy instance from hyperopt class. 2021-03-13 15:13:42 +02:00
Matthias
d1acc8092c Improve backtest performance 2021-03-13 10:17:14 +01:00
Matthias
0db5c9746f
Merge pull request #4454 from freqtrade/backtest_compound_speed 
Backtest compound, wallet, ...
 2021-03-10 10:07:40 +01:00
Matthias
4b550dab17 Always reset fake-databases 
Otherwise results may stick around for the next strategy
 2021-03-08 19:40:29 +01:00
Matthias
0b81b58d28 Use pandas.values.tolist instead of itertuples 
speeds up backtesting
closes #4494
 2021-03-07 11:28:54 +01:00
Patrick Weber
4532222010
Fixed line length in HyperOpt for new name 
Fixed line length errors and multiple f strings to facilitate strategy being added in the name
 2021-03-05 13:16:49 -06:00
Patrick Weber
345f7404e9
Add strategy name to HyperOpt results filename 
This just extends the HyperOpt result filename by adding the strategy name. This allows analysis of HyperOpt results folder with no additional necessary context. An alternative idea would be to expand the result dict, but the additional static copies are non value added.
 2021-03-05 12:56:11 -06:00
Matthias
731ab5d2a7 Fix too long line errors 2021-03-05 19:22:57 +01:00
Matthias
bc05d03126 Make best / worst day absolute 2021-03-05 19:21:09 +01:00
raoulus
0968ecc1af added "Median profit" column to hyperopt -> export-csv 2021-03-04 17:27:04 +01:00
Matthias
078b77d41b Fix crash when using unlimited stake and no trades are made 2021-03-02 16:12:22 +01:00
Joe Schr
55a315be14 fix: avg_stake_amount should not be NaN if df is empty 2021-03-02 13:38:55 +01:00
Matthias
2083cf6ddf Fix mypy errors introduced by Arrow update 2021-03-01 08:57:57 +01:00
Matthias
9cb37409fd Explicitly convert starting-balance to float 2021-02-28 09:56:29 +01:00
Matthias
b2e9295d7f Small stylistic fixes 2021-02-27 19:57:42 +01:00
Matthias
324b9dbdff Simplify wallet code 2021-02-27 10:33:25 +01:00
Matthias
98f3142b30 Improve handling of backtesting params 2021-02-27 09:33:00 +01:00
Matthias
fc256749af Add test for backtesting _enter_trade 2021-02-27 09:33:00 +01:00
Matthias
53a57f2c81 Change some types 
Fix types of new model object
 2021-02-27 09:33:00 +01:00
Matthias
03eb23a4ce 2 levels of Trade models, one with and one without sqlalchemy 
Fixes a performance issue when backtesting with sqlalchemy, as that
uses descriptors for all properties.
 2021-02-27 09:33:00 +01:00
Matthias
394a6bbf2a Fix some type errors 2021-02-27 09:33:00 +01:00
Matthias
52acacbed5 Check min-trade-stake in backtesting 2021-02-27 09:33:00 +01:00
Matthias
f04f07299c Improve backtesting metrics 2021-02-27 09:33:00 +01:00
Matthias
7913166453 Improve performance by updating wallets only when necessary 2021-02-27 09:33:00 +01:00
Matthias
f367375e5b ABS drawdown should show wallet high and low values 2021-02-27 09:33:00 +01:00
Matthias
0d2f877e77 Use absolute drawdown calc 2021-02-27 09:32:59 +01:00
Matthias
74fc4bdab5 Shorten debug log 2021-02-27 09:32:59 +01:00
Matthias
72f21fc5ec Add trade-volume metric 2021-02-27 09:32:59 +01:00
Matthias
35e6a9ab3a Backtest-reports should calculate total gains based on starting capital 2021-02-27 09:32:59 +01:00
Matthias
8d61a26382 Allow dynamic stake for backtesting and hyperopt 2021-02-27 09:32:59 +01:00
Matthias
e4abe902fc Enable compounding for backtesting 2021-02-27 09:32:59 +01:00
Matthias
0faa6f84dc Improve Wallet logging disabling for backtesting 2021-02-27 09:32:59 +01:00
Matthias
081b9be45c use get_all_locks to get locks for backtest result 2021-02-27 09:32:59 +01:00
Matthias
712d503e6c Use sell-reason value in backtesting, not the enum object 2021-02-27 09:32:59 +01:00
Matthias
b5177eadab Extract close method for exchange 2021-02-27 09:32:59 +01:00
Matthias
4ce4eadc23 remove only ccxt objects when hyperopting 2021-02-27 09:32:59 +01:00
Matthias
9361aa1c95 Add wallets to backtesting 2021-02-27 09:32:59 +01:00
Matthias
11b20d6932 Add config to hyperopt_loss_function documentation 2021-02-17 07:04:29 +01:00
Matthias
eff0d46ea1
Merge pull request #4375 from flomerz/pass_processed_data 
pass data and config to loss function
 2021-02-16 20:06:50 +01:00
Matthias
009a447d8a Adjust documentation for new parameter in loss functions 2021-02-16 19:51:09 +01:00
Florian Merz
3e06cd8b3a pass data and config to loss function 2021-02-16 10:11:33 +01:00
Florian Reitmeir
5c263c7ffd add backtesting results abs profit min/abs profit max, to get a better view if a strategy has a enough money to succeed 2021-02-14 19:41:12 +01:00
Matthias
e7acee7904 Improve coin value output by rounding coin specific 2021-02-13 16:05:56 +01:00
Matthias
072abde9b7 Introduce round_coin_value to simplify coin rounding 2021-02-13 16:05:35 +01:00
Matthias
c659150d9f Also print trade_duration in seconds to json 2021-01-25 19:42:34 +01:00
Matthias
62e43539c9 Limit max_open_trades to maximum available pairs 
closes #4008
 2021-01-24 19:59:54 +01:00
Matthias
789a980a30 Fix tests for new export format 2021-01-24 19:42:32 +01:00
Matthias
deb8432d33 Streamline trade to dataframe conversion 2021-01-24 08:58:41 +01:00
Matthias
8ee264bc59 Don't use profit_percent for backtesting results anymore 2021-01-24 08:58:41 +01:00
Matthias
48977493bb Backtesting does not need to convert to BacktestResult object 2021-01-24 08:58:41 +01:00
Matthias
7c80eeea95 Add use_custom_stoploss to optimize_report 2021-01-19 22:51:12 +01:00
Matthias
0b65fe6afe Capture backtest start / end time 2021-01-14 19:09:25 +01:00
Matthias
9147106259 call bot_loop_start() in backtesting to allow setup-code to run 2021-01-14 19:09:25 +01:00
Matthias
baa1142afa Use preprocessed to get min/max date in hyperopt 2021-01-14 19:09:21 +01:00
Matthias
9d4cdcad10 Extract backtesting of one strategy 2021-01-14 19:04:42 +01:00
Matthias
f3de0dd3eb Fix support for protections in hyperopt 
closes #4208
 2021-01-14 06:53:40 +01:00
Matthias
63a579dbab Add sell_profit_offset parameter 
Allows defining positive offsets before enabling the sell signal
 2021-01-11 19:30:25 +01:00
Matthias
f11fd2fee1 Sort imports 2020-12-23 17:00:02 +01:00
Matthias
67193bca3d Move pairlists to be a plugin submodule 2020-12-23 16:54:35 +01:00