Commit Graph

7108 Commits

Author SHA1 Message Date
Matthias
1895230afe Clarify exception on load when markets could not be loaded
closes #5498
2021-08-29 09:18:46 +02:00
Pan Long
482e65453f Remove extra comma after the last element in binance pair_blacklist. 2021-08-28 21:57:54 +08:00
Matthias
ac0dada962 Update Version to develop again 2021-08-28 10:43:49 +02:00
Matthias
a38b72af91 Merge branch 'develop' into new_release 2021-08-27 20:18:37 +02:00
Matthias
ef9c1addcf Add expired to list of canceled statuses 2021-08-27 19:54:53 +02:00
Matthias
b3a4b0fbde Version bump to 2021.8 2021-08-27 07:10:13 +02:00
Matthias
3e10f7e2d8 Merge branch 'stable' into new_release 2021-08-27 07:09:59 +02:00
Matthias
2ce458810b rename default_hyperopt_loss file 2021-08-26 19:39:57 +02:00
Matthias
58ecb34a66 Allow DefaultHyperopts as hyperopt name 2021-08-26 07:13:18 +02:00
Matthias
1f3ccc2587 DefaultStrategy does not need to be limited 2021-08-26 07:00:15 +02:00
Matthias
c4be52d1c3 rename execute_sell to execute_trade_exit 2021-08-26 06:53:42 +02:00
Matthias
63844d39f6 Rename execute_buy to execute_entry 2021-08-26 06:48:26 +02:00
Matthias
053d6d8ee1 Merge branch 'feat/short' into pr/samgermain/5378 2021-08-25 20:34:52 +02:00
Matthias
e1c3b7fd8c Merge branch 'develop' into feat/short 2021-08-25 20:31:40 +02:00
Matthias
7fb570cc58 hyperopt Fallback methods should not be used. 2021-08-25 20:28:55 +02:00
Matthias
23d21d8ace Fix wrong message if protection-space is missing
closes #5480
2021-08-25 19:57:10 +02:00
Matthias
8a9407bac9 Don't hard-fail when fetch_ticker doesn't return a value
closes #5477
2021-08-25 07:13:59 +02:00
Matthias
cb4889398b Fix backtesting bug 2021-08-25 07:03:48 +02:00
Matthias
6b93c71d15 Small refactorings, use only enter_long columns 2021-08-25 06:49:06 +02:00
Matthias
b951f59f89 Fix patch_get_signal 2021-08-24 21:03:13 +02:00
Matthias
6524edbb4e Simplify should_exit interface 2021-08-24 20:47:54 +02:00
Matthias
f3b6a0a797 Fix some type errors 2021-08-24 20:40:35 +02:00
Matthias
f9f32a15bb Update plotting tests for new strategy interface 2021-08-24 20:30:42 +02:00
Matthias
9a03cb96f5 Update get_signal 2021-08-24 20:24:51 +02:00
Matthias
46285cd77e Fix some namings in freqtradebot 2021-08-24 20:07:39 +02:00
Matthias
b40f985b13 Add short-exit logic to backtesting 2021-08-24 20:02:40 +02:00
Matthias
eb71ee847c Rename backtest index constants 2021-08-24 06:56:06 +02:00
Matthias
11bd8e912e Fix some tests 2021-08-24 06:52:28 +02:00
Matthias
7a977a8eaf Merge branch 'feat/short' into pr/samgermain/5378 2021-08-24 06:28:16 +02:00
Matthias
957551ea97 Merge branch 'develop' into feat/short 2021-08-24 06:25:06 +02:00
Matthias
faf5cfa66d Update some tests for updated backtest interface 2021-08-23 21:35:28 +02:00
Matthias
7373b39015 Initial support for backtesting with short 2021-08-23 21:16:26 +02:00
Matthias
3e8164bfca Use proper exchange name in backtesting 2021-08-23 21:13:47 +02:00
Matthias
9add3bf808 Add enter_long compatibility layer 2021-08-23 21:12:46 +02:00
Sam Germain
07de5d11ca Removed a bug causing errors from freqtradebot 2021-08-23 00:25:08 -06:00
Sam Germain
61ad38500a Reverted freqtrade/templates/*hyperopt* files back to no shorting 2021-08-23 00:18:15 -06:00
Sam Germain
53b51ce8cf Reverted freqtrade/templates/sample_strategy back to no shorting, and created a separate sample short strategy 2021-08-23 00:17:20 -06:00
Sam Germain
0afeb269ad Removed unnecessary TODOs 2021-08-23 00:15:35 -06:00
Sam Germain
9f6b6f04b4 Added False to self.strategy.get_signal 2021-08-22 23:55:34 -06:00
Sam Germain
e5b2b64a3f Changed stoploss side on some tests 2021-08-22 23:36:36 -06:00
Sam Germain
5ca3f49cb5 merged with feat/short after feat/short added styling and comment changes PR 2021-08-22 21:37:20 -06:00
Sam Germain
488d729574 Merge branch 'feat/short' into lev-exchange 2021-08-22 20:59:33 -06:00
Sam Germain
70ebf09871 exchange - kraken - minor changes 2021-08-22 20:58:22 -06:00
Matthias
3026583ed4 Reduce verbosity of "is in blacklist" logging 2021-08-22 19:40:43 +02:00
Matthias
56759cea7b Add "high fee rate" blocker to fees from trades
part of #5415 (potentially fixing this)
2021-08-22 14:37:45 +02:00
Sam Germain
6ac0ab0233 Added short functionality to exchange stoplss methods 2021-08-21 21:10:03 -06:00
Sam Germain
a5be535cc9 strategy interface: removed some changes 2021-08-21 17:06:04 -06:00
Sam Germain
4ac2237937 Changed ftx set_leverage implementation 2021-08-21 16:26:04 -06:00
Sam Germain
f5fd8dcc05 Added error handlers to api functions and made a logger warning in fill_leverage_brackets 2021-08-21 01:13:51 -06:00
Sam Germain
84bc4dd740 Removed some outdated TODOs and whitespace 2021-08-20 18:50:02 -06:00
Sam Germain
97bb555d41 Implemented fill_leverage_brackets get_max_leverage and set_leverage for binance, kraken and ftx. Wrote tests test_apply_leverage_to_stake_amount and test_get_max_leverage 2021-08-20 18:23:21 -06:00
Masoud Azizi
40ad451019 Download-data log process added
Download-data log process added

pytest assert solved
2021-08-20 14:52:56 +00:00
Matthias
695a1e21bf Set gate.io download limit to 1000 candles 2021-08-20 06:51:04 +02:00
Sam Germain
55c070f1bb Added interface leverage method 2021-08-18 16:52:34 -06:00
Sam Germain
dc4090234d Added interface leverage method 2021-08-18 16:52:34 -06:00
Sam Germain
092780df9d condensed strategy methods down to 2 2021-08-18 16:52:34 -06:00
Sam Germain
d4a7d2d444 Added short and exit_short to strategy 2021-08-18 16:52:20 -06:00
Sam Germain
314359dd6e strategy interface changes to comments to mention shorting 2021-08-18 13:23:04 -06:00
Sam Germain
e2d5299116 Name changes for strategy 2021-08-18 13:22:54 -06:00
Matthias
f7087feeb1
Merge pull request #5347 from Axel-CH/custom_order_price
Custom order price
2021-08-18 20:59:40 +02:00
Matthias
9951f51079 Update test to ensure direction of movement is correct 2021-08-18 20:24:19 +02:00
axel
2fb9f6e2f4 rename custom price max distance option in config, update formula and test associated 2021-08-18 05:07:37 -04:00
Matthias
4164f93853 Simplify fiat_convert and handle multi-mappings 2021-08-17 20:50:52 +02:00
Matthias
37e3d20357 Fix no-event-loop available
closes #5433
2021-08-17 06:54:10 +02:00
Matthias
9758bed250 Fix refresh_latest_ohlcv bug 2021-08-17 06:44:36 +02:00
axel
6ab99369f2 Merge branch 'develop' of https://github.com/freqtrade/freqtrade into custom_order_price 2021-08-16 23:26:29 -04:00
axel
17daba321b add custom_price_max_distance_percent config option in constants 2021-08-16 23:09:30 -04:00
axel
3ea4b2ba00 add custom_price_max_distance_percent security to get_valid_price, update tests 2021-08-16 15:18:57 -04:00
slowy07
f24a951ec5 fix: typo spelling grammar 2021-08-16 19:16:24 +07:00
Matthias
4115121c24 Fix missing return statement in is_Relative_to 2021-08-16 07:26:58 +02:00
Matthias
4b65206e6b Add compat code for is_relative_to 2021-08-16 07:09:05 +02:00
Matthias
6b2ef36a56 Prevent directory traversal in UI Serving
Checking for directory base

closes #5427
2021-08-16 06:47:53 +02:00
Matthias
322ea2481e Add log-message for edge-case 2021-08-15 19:28:36 +02:00
Matthias
ed6776c5cd Fix disappearing pairlist bug 2021-08-15 17:06:16 +02:00
Matthias
4f10a88529 Reduce verbosity when incompatible pairs are detected 2021-08-15 15:14:57 +02:00
Matthias
fa4ec9f83e Add explicit test for get_sell_trade_entry 2021-08-15 14:52:24 +02:00
Matthias
3406b889b6 First test 2021-08-14 17:06:28 +02:00
Matthias
8405ccc15e Seperate detail data loading from regular backest-data loading 2021-08-14 16:33:01 +02:00
Matthias
88172fab82 Allow "detailed" backtesting timeframe to look into the candle 2021-08-14 16:04:23 +02:00
Matthias
123971d271 Don't change passed in parameter variable 2021-08-14 16:02:31 +02:00
Matthias
c456cfc312 Merge branch 'develop' into pr/Axel-CH/5347 2021-08-14 09:13:30 +02:00
Matthias
c7147311f8 Fix json syntax error in config template 2021-08-13 17:14:38 +02:00
axel
20cc60bfde update get_valid_price function and test cases to handle inputs with try catch 2021-08-13 11:06:15 -04:00
axel
dbf7f34ecb add unit test to function get_valid_price 2021-08-12 15:30:49 -04:00
axel
b098ce4e76 add function get_valid_price to validate type of custom entry or exit price and use default proposed price if invalid 2021-08-12 15:13:14 -04:00
axel
ae11be3970 manage None or string value returned by custom_entry_price and add unit test for those cases 2021-08-12 14:47:01 -04:00
Matthias
e03784d98d Fix filled exception
closes #5404
2021-08-12 05:02:56 +00:00
Matthias
bfc3968ab3
Merge pull request #5400 from freqtrade/limit_dry_market_slippage
Add max-slippage limiting for dry-run orders to avoid insane market o…
2021-08-12 06:54:55 +02:00
Matthias
bdbac37be7
Merge pull request #5399 from rokups/rk/fix-buy-tag-backtest
Fix buy_tag not being saved to trade object.
2021-08-12 06:36:33 +02:00
Rokas Kupstys
f6267c7514 Fix buy_tag not being saved to trade object.
Column is mistakenly excluded because advise_buy() creating this column runs after code detecting presence of buy_tag column.
2021-08-11 15:21:23 +03:00
Matthias
61c076563f Add max-slippage limiting for dry-run orders to avoid insane market order fills 2021-08-11 12:11:29 +02:00
Sam Germain
180d92f879 Merge branch 'feat/short' into lev-exchange 2021-08-11 01:46:41 -06:00
ipqhjjybj
65d025923d add code 2021-08-11 14:35:16 +08:00
Matthias
0b6aedbc4c
Merge pull request #5395 from freqtrade/fix/hyperopt-show
Stream hyperopt-result in small batches
2021-08-10 19:54:02 +02:00
Matthias
039d6384ed Stream hyperopt-result in small batches
Avoiding memory-exhaustion on huge hyperopt results

closes #5305
closes #5149
2021-08-10 10:12:57 +02:00
Matthias
3f160c7144 Cache dataframe before cutting the first candle
This allows providing the "current closed" candle in all cases.
2021-08-10 09:14:29 +02:00
Matthias
cf27968b97 Properly preserve trade's low during backtesting 2021-08-09 19:38:56 +02:00
Matthias
5bfb9edf02 Only query date once from list 2021-08-09 15:42:17 +02:00
Matthias
895b912c71 Fix recently introduced lookahead bias in backtesting
closes #5388
2021-08-09 14:54:47 +02:00
Matthias
a5f796bc97 refactor ohlcvdata_to_dataframe to advise_all_indicators 2021-08-09 14:53:18 +02:00
Matthias
f17942b68f Fix random test failure 2021-08-09 11:18:18 +02:00
Sam Germain
de4b0d1f7c Merged with feat/short 2021-08-09 00:24:25 -06:00
Sam Germain
06206335d9 Added tests for interest_function 2021-08-09 00:00:50 -06:00
Sam Germain
0733d69cda Added TODOs to test files 2021-08-08 23:24:38 -06:00
Sam Germain
53a6ce881c Added set_leverage function to exchange 2021-08-08 23:24:03 -06:00
Sam Germain
4ca1d25db1 Removed setup leverage and transfer functions from exchange 2021-08-08 23:24:03 -06:00
Sam Germain
2c0077abc7 Exchange stoploss function takes side 2021-08-08 23:24:03 -06:00
Sam Germain
b48b768757 Added get_interest template method in exchange 2021-08-08 23:24:03 -06:00
Sam Germain
120cad88af Add prep functions to exchange 2021-08-08 23:24:03 -06:00
Matthias
47f641d12f Remove hyperopt-pickle result support 2021-08-09 07:04:18 +02:00
Sam Germain
8e941e6836 Changed interest implementation 2021-08-08 17:09:17 -06:00
Sam Germain
0545a0ed3c Replaced the term margin with leverage when it should say leverage 2021-08-08 17:04:24 -06:00
Matthias
3bd0c3d009 Remove legacy code from export to csv 2021-08-08 11:02:54 +02:00
Matthias
faf16a64e5 Remove legacy hyperopt file support 2021-08-08 10:22:45 +02:00
Matthias
0ae4eccea5 Refactor Hyperopt-list and hyperopt-show to reduce some duplicate code 2021-08-08 10:06:35 +02:00
Sam Germain
4630f69830 Removed short, exit_short from enums 2021-08-08 01:36:59 -06:00
Sam Germain
658f138e30 Added short_tag to SignalTagType 2021-08-07 20:08:52 -06:00
Sam Germain
71963e65f1 Removed ExchangeName Enum 2021-08-07 18:47:03 -06:00
Sam Germain
7e6b281b75 Merge branch 'feat/short' of https://github.com/freqtrade/freqtrade into feat/short 2021-08-07 01:43:56 -06:00
Matthias
92ed7c0bf8 Merge branch 'develop' into feat/short 2021-08-07 09:42:25 +02:00
Matthias
6532aba765
Merge pull request #5360 from freqtrade/hyperopt_protections
Hyperopt protections and Boolean parameter
2021-08-07 09:42:05 +02:00
Sam Germain
9988c293b5 Merge branch 'enums' into feat/short 2021-08-06 19:30:31 -06:00
Sam Germain
9b58c58609 Merge branch 'develop' into feat/short 2021-08-06 18:12:53 -06:00
Sam Germain
b9356a5564 Autopep8 formatting 2021-08-06 16:35:39 -06:00
Sam Germain
aec82b4647 Added empty everage/__init__.py 2021-08-06 01:37:34 -06:00
Sam Germain
50d185ccd8 Added exchange_name variables to exchange classes 2021-08-06 01:23:55 -06:00
Sam Germain
241bfc409f Added leverage enums 2021-08-05 23:29:26 -06:00
axel
612b88e993 Merge branch 'develop' of https://github.com/freqtrade/freqtrade into custom_order_price 2021-08-05 18:21:31 -04:00
axel
84d082033b fix default retval for strategy custom_entry_price 2021-08-05 18:00:31 -04:00
axel
cb3b0cf311 add custom_exit_price in interface and freqtradebot 2021-08-04 23:09:40 -04:00
axel
f243ad4af0 add custom_exit_price in strategy interface 2021-08-04 19:09:55 -04:00
axel
f9f519fd3c add custom_exit_price function to interface 2021-08-04 18:54:17 -04:00
axel
d9b9eecd4d remove entry price reached method 2021-08-04 18:47:14 -04:00
Matthias
ad0e4a8567 Add BooleanParameter 2021-08-04 20:52:56 +02:00
Matthias
b73768acd1 Fix bug in property overwriting prevention 2021-08-04 20:21:56 +02:00
Matthias
3c41223333 Add test for protections-hyperopt 2021-08-04 20:01:28 +02:00
Matthias
a661e0db6e Deprecate protections from config 2021-08-04 19:43:16 +02:00
Matthias
a6454cfc39 Autoenable protections when protection-space is selected 2021-08-04 07:17:29 +02:00
Matthias
797d7e5ce6
Merge pull request #5157 from samgermain/margin-db
Margin db
2021-08-04 06:57:36 +02:00
Matthias
091bf7c4d2 Output protection space 2021-08-04 06:50:14 +02:00
Matthias
544e0da6c2 Add protection parameter space 2021-08-04 06:50:14 +02:00
Matthias
800b2eeaf0 Load protections as part of backtest()
this enables different values in hyperopt per epoch
2021-08-04 06:50:14 +02:00
Matthias
6410a6528b Add missing methods to advanced strategy template 2021-08-04 06:46:21 +02:00
axel
b644233ead rename custom_entry_price kwarg to align it to the interface 2021-08-03 17:03:27 -04:00
axel
b3dafb378e remove use_custom_entry_price as a config option 2021-08-03 16:54:28 -04:00
axel
16146357b3 reuse buy_limit_requested as rate input for custom entry price 2021-08-03 16:39:35 -04:00
axel
42e24d8b4b remove price change cancel reason in contants, will be added in another PR 2021-08-03 16:35:16 -04:00
axel
00939b63f2 flake 8 fixes 2021-08-03 16:25:18 -04:00
axel
53fb8b05e7 remove short logic in entry_price_reached function 2021-08-03 16:19:29 -04:00
axel
5284112b69 fix in custom entry function output,remove changes related to outdated prices, doc exemple minor changes 2021-08-03 15:57:23 -04:00
axel
f11f5d17e9 add feature custom entry price for live 2021-08-03 15:57:23 -04:00
Matthias
07673ef47f
Update Migrations to use the latest added columns 2021-08-03 10:25:59 +02:00
Sam Germain
5b6dbbd750 Changed order of buy_tag in migrations 2021-08-03 00:23:21 -06:00
Sam Germain
d88e2ae603 Merge branch 'develop' into margin-db 2021-08-02 23:58:44 -06:00
Matthias
dfc17f2bd1 Fix ci failure 2021-08-03 07:21:11 +02:00
Matthias
4ab03f7e37 Don't load fallback methods for autohyperopt 2021-08-02 21:17:56 +02:00
Matthias
e70a742005 Reorder space methods in hyperopt 2021-08-02 21:12:10 +02:00
Matthias
adb33e763b
Merge pull request #5350 from freqtrade/environment_vars
Add environment variable support
2021-08-02 20:48:23 +02:00
Matthias
c981641441 Don't fail if strategy doesn't contain sell signal 2021-08-02 20:30:46 +02:00
Matthias
d8d8261f1b
Merge pull request #5318 from samgermain/combined_exchange_buy_sell
combined exchange.buy and exchange.sell
2021-08-02 20:11:09 +02:00
Matthias
5ead95b06b
Merge pull request #5245 from sauces1313/RangeStabilityFilterMax
Range stability filter max
2021-08-02 08:06:36 +02:00
Matthias
b63eda3a2b Some minor cleanup and improved test coverage 2021-08-02 07:15:09 +02:00
sauces1313
059c32b067 Check for and default to 'None' 2021-08-02 02:49:49 +00:00
Matthias
056bc93bc6 backtesting needs startup_candle_count
fixes informative-pair loading  being different between --strategy-list and
--strategy.
2021-08-01 19:17:52 +02:00
Matthias
e9ef9a6d28 Use .view() to convert dates to enums
part of #5314 - fixing deprecation warning.
2021-08-01 10:31:35 +02:00
Matthias
6f8519d0a3 Add environment variable support 2021-07-31 19:26:56 +02:00
Matthias
c5e3348b89 Migrations for indexes should run in a seperate session
closes #5349
2021-07-31 16:36:28 +02:00
Matthias
1ccc89d1e9 Store fully analyzed dataframe 2021-07-31 10:00:24 +02:00
Sam Germain
ef429afb6f Removed is_oeing_trade is_closing_trade 2021-07-31 01:22:48 -06:00
Sam Germain
d6ffd23865 Merged with remote 2021-07-31 01:19:11 -06:00
Matthias
b1cbc75e93 Properly cache pair dataframe in backtesting (without startup-range). 2021-07-31 08:45:04 +02:00
Sam Germain
26be620f71 Removed LocalTrade.set_is_short 2021-07-31 00:20:25 -06:00
Sam Germain
fadb0de7c7 Removed excess modes stop_loss method, removed models.is_opening_side models.is_closing_side 2021-07-31 00:12:53 -06:00
Matthias
138b126d03
Merge pull request #5299 from kevinjulian/feat/kevinjulian/add-buy-signal-name
Add buy signal name
2021-07-30 08:23:11 +02:00
Matthias
aa34889c04 Don't run migrations twice 2021-07-30 07:14:35 +02:00
Matthias
71838dc51a
Merge pull request #5285 from freqtrade/backtest_startup_afte_populates
Remove startup-candles after populating buy/sell signals
2021-07-30 07:01:26 +02:00
Matthias
dad98d43be
Merge pull request #5287 from GeorgeMurAlkh/develop
Dataprovider caching and trimming of historical informative.
2021-07-29 20:43:40 +02:00
Matthias
03064731ac Version bump 2021.7 2021-07-29 19:49:19 +02:00
Matthias
d0528a6213 Merge branch 'stable' into new_release 2021-07-29 19:49:04 +02:00
Matthias
8768df647a
Merge pull request #5312 from raph92/patch-3
Fix code to get Bittrex US-restricted markets
2021-07-29 07:13:42 +02:00
Matthias
cf4d1875dd Use prohibitedIn instead of isRestricted 2021-07-29 06:56:37 +02:00
Sam Germain
25c527ee67 combined exchange.buy and exchange.sell, Adding dummy mock to create_order in tests in test_freqtradebot 2021-07-28 14:55:06 -06:00
Sam Germain
3fb7f983f8 Added is_short and leverage to __repr__ 2021-07-28 12:25:56 -06:00
Sam Germain
195badeb80 Changed liquidation_price to isolated_liq 2021-07-28 12:25:56 -06:00
Sam Germain
6ad9b535a9 persistence all to one test file, use more regular values like 2.0 for persistence tests 2021-07-28 12:25:56 -06:00
Sam Germain
a900570f1a Added enter_side and exit_side computed variables to persistence 2021-07-28 12:25:56 -06:00
Matthias
317f4ebce0 Boolean sqlite fix for orders table 2021-07-28 12:25:56 -06:00
Matthias
071f6309cc Try fix migration tests 2021-07-28 12:25:56 -06:00
Sam Germain
af8875574c updated mkdocs and leverage docs
Added tests for set_liquidation_price and set_stop_loss
updated params in interestmode enum
2021-07-28 12:25:56 -06:00
Sam Germain
256160740e Updated interest and ratio calculations to correct functions 2021-07-28 12:25:56 -06:00
Sam Germain
8e52a3a29c updated ratio_calc_profit function 2021-07-28 12:25:55 -06:00
Sam Germain
006a60e5a4 Added docstrings to methods 2021-07-28 12:25:55 -06:00
Sam Germain
b0476ebd3e All persistence margin tests pass
Flake8 compliant, passed mypy, ran isort .
2021-07-28 12:25:55 -06:00
Sam Germain
52def4e826 Changed InterestMode enum implementation 2021-07-28 12:25:55 -06:00
Sam Germain
60572c9e0d Took liquidation price out of order completely 2021-07-28 12:25:55 -06:00
Sam Germain
737a62be52 set initial_stop_loss in stoploss helper 2021-07-28 12:25:55 -06:00
Sam Germain
f566d83839 Tried to add liquidation price to order object, caused a test to fail 2021-07-28 12:25:55 -06:00
Sam Germain
31fa6f9c25 updated timezone.utc time 2021-07-28 12:25:55 -06:00
Sam Germain
811cea288d Added checks for making sure stop_loss doesn't go below liquidation_price 2021-07-28 12:25:55 -06:00
Sam Germain
286427c04a Moved interest calculation to an enum 2021-07-28 12:25:55 -06:00
Sam Germain
be3a9390fe Switched migrations.py check for stake_currency back to open_rate, because stake_currency is no longer a variable 2021-07-28 12:25:55 -06:00
Sam Germain
5fc587c225 Removed exchange file modifications 2021-07-28 12:25:55 -06:00
Sam Germain
0ffc85fed9 Set default leverage to 1.0 2021-07-28 12:25:55 -06:00
Sam Germain
78708b27f2 Updated tests to new persistence 2021-07-28 12:25:55 -06:00
Matthias
e0d42d2eb7 Fix migrations, revert some parts related to amount properties 2021-07-28 12:25:55 -06:00
Sam Germain
e4d4d1d1f1 Wrote all tests for shorting 2021-07-28 12:25:55 -06:00
Sam Germain
f194673001 Updated ratio calculation, updated short tests 2021-07-28 12:25:55 -06:00
Sam Germain
5ac03762f0 Kraken interest test comes really close to passing
Added more trades to conftest_trades
2021-07-28 12:25:55 -06:00
Sam Germain
df360fb281 Made borrowed a computed property 2021-07-28 12:25:55 -06:00
Sam Germain
68d3699c19 Turned amount into a computed property 2021-07-28 12:25:55 -06:00
Sam Germain
efcc2adacf About 15 margin tests pass 2021-07-28 12:25:55 -06:00
Sam Germain
f5d7deedf4 added exception checks to LocalTrade.leverage and LocalTrade.borrowed 2021-07-28 12:25:55 -06:00
Sam Germain
34073135b7 Added types to setters 2021-07-28 12:25:55 -06:00
Sam Germain
d07fe1586c Set leverage and borowed to computed properties 2021-07-28 12:25:55 -06:00
Sam Germain
c24ec89dc4 Started some pytests for short and leverage
1 short test passes
2021-07-28 12:25:55 -06:00
Sam Germain
b80f8ca0af Created interest function 2021-07-28 12:25:55 -06:00
Sam Germain
000932eed0 Adding templates for leverage/short tests
All previous pytests pass
2021-07-28 12:25:55 -06:00
Sam Germain
10979361c1 Added changes suggested in pull request, fixed breaking changes,
can run the bot again
2021-07-28 12:25:55 -06:00
Sam Germain
741ca0e58c Added changed to persistance/migrations 2021-07-28 12:25:55 -06:00
Sam Germain
7823a33cbb Updated Trade class 2021-07-28 12:25:55 -06:00
Sam Germain
c7e8439c76 Updated LocalTrade and Order classes 2021-07-28 12:25:55 -06:00
Sam Germain
10d214ccad Added is_short and leverage to __repr__ 2021-07-26 23:09:47 -06:00
Sam Germain
4fcae0d927 Changed liquidation_price to isolated_liq 2021-07-26 23:09:47 -06:00
Sam Germain
1918304c5b persistence all to one test file, use more regular values like 2.0 for persistence tests 2021-07-26 23:09:47 -06:00
Sam Germain
35fd8d6a02 Added enter_side and exit_side computed variables to persistence 2021-07-26 23:09:47 -06:00
Matthias
3d7a74551f Boolean sqlite fix for orders table 2021-07-26 23:09:47 -06:00
Matthias
9a03cae920 Try fix migration tests 2021-07-26 23:09:47 -06:00
Sam Germain
0d06d7e108 updated mkdocs and leverage docs
Added tests for set_liquidation_price and set_stop_loss
updated params in interestmode enum
2021-07-26 23:09:47 -06:00
Sam Germain
f1dc6b54ad Updated interest and ratio calculations to correct functions 2021-07-26 23:09:47 -06:00
Sam Germain
358f0303b9 updated ratio_calc_profit function 2021-07-26 23:09:47 -06:00
Sam Germain
546a7353df Added docstrings to methods 2021-07-26 23:09:47 -06:00
Sam Germain
7f75c978a0 All persistence margin tests pass
Flake8 compliant, passed mypy, ran isort .
2021-07-26 23:09:47 -06:00
Sam Germain
a368dfa7b5 Changed InterestMode enum implementation 2021-07-26 23:09:47 -06:00
Sam Germain
86888dbbf0 Took liquidation price out of order completely 2021-07-26 23:09:47 -06:00
Sam Germain
98acb0f4ff set initial_stop_loss in stoploss helper 2021-07-26 23:09:46 -06:00
Sam Germain
dd6cc1153b Tried to add liquidation price to order object, caused a test to fail 2021-07-26 23:09:46 -06:00
Sam Germain
1414df5e27 updated timezone.utc time 2021-07-26 23:09:46 -06:00
Sam Germain
2aa2b5bcff Added checks for making sure stop_loss doesn't go below liquidation_price 2021-07-26 23:09:46 -06:00
Sam Germain
1b202ca22e Moved interest calculation to an enum 2021-07-26 23:09:46 -06:00
Sam Germain
b6c8b60e65 Switched migrations.py check for stake_currency back to open_rate, because stake_currency is no longer a variable 2021-07-26 23:09:46 -06:00
Sam Germain
ffadc7426c Removed exchange file modifications 2021-07-26 23:09:46 -06:00
Sam Germain
0d5749c508 Set default leverage to 1.0 2021-07-26 23:09:46 -06:00
Sam Germain
9ddb6981dd Updated tests to new persistence 2021-07-26 23:09:46 -06:00
Matthias
75b2c9ca1b Fix migrations, revert some parts related to amount properties 2021-07-26 23:09:46 -06:00
Sam Germain
25ff726921 Wrote all tests for shorting 2021-07-26 23:09:46 -06:00
Sam Germain
4d057b8047 Updated ratio calculation, updated short tests 2021-07-26 23:09:46 -06:00
Sam Germain
3a8a9eb255 Kraken interest test comes really close to passing
Added more trades to conftest_trades
2021-07-26 23:09:46 -06:00
Sam Germain
876386d2db Made borrowed a computed property 2021-07-26 23:09:46 -06:00
Sam Germain
2a50f4ff7b Turned amount into a computed property 2021-07-26 23:09:46 -06:00
Sam Germain
da81be9050 About 15 margin tests pass 2021-07-26 23:09:46 -06:00
Sam Germain
6f6deae376 added exception checks to LocalTrade.leverage and LocalTrade.borrowed 2021-07-26 23:09:46 -06:00
Sam Germain
c68a0f05d8 Added types to setters 2021-07-26 23:09:46 -06:00
Sam Germain
691a042e29 Set leverage and borowed to computed properties 2021-07-26 23:09:46 -06:00
Sam Germain
692c55088a Started some pytests for short and leverage
1 short test passes
2021-07-26 23:09:46 -06:00
Sam Germain
b6cc3f02bf Created interest function 2021-07-26 23:09:46 -06:00
Sam Germain
613eecf16a Adding templates for leverage/short tests
All previous pytests pass
2021-07-26 23:09:46 -06:00
Sam Germain
67341aa4f2 Added changes suggested in pull request, fixed breaking changes,
can run the bot again
2021-07-26 23:09:46 -06:00
Sam Germain
20dcd9a1a2 Added changed to persistance/migrations 2021-07-26 23:09:46 -06:00
Sam Germain
69e81100e4 Updated Trade class 2021-07-26 23:09:46 -06:00
Sam Germain
a27171b371 Updated LocalTrade and Order classes 2021-07-26 23:09:46 -06:00
Sam Germain
05f74bdf53 Changed log ouput to debug in exchange.get_rate 2021-07-25 16:13:04 -06:00
sauces1313
4675d85b90
Merge branch 'freqtrade:develop' into RangeStabilityFilterMax 2021-07-25 02:37:56 -05:00
sauces1313
34c8a5afaf remove second filter, add max option 2021-07-25 07:24:55 +00:00
Sam Germain
b42afb9dae get_rate checks if side is buy for some console output 2021-07-24 17:14:54 -06:00
kevinjulian
aea5da0c73 changes testcase 2021-07-23 11:42:43 +07:00
kevinjulian
5fe18be4b5 add note buy_tag and split 3 assignment for get_signal 2021-07-23 01:25:15 +07:00
Matthias
b84a1d0c92 Don't crash when *_params is not defined in strategy
closes #5407
2021-07-22 20:21:04 +02:00
kevinjulian
b01daa8bbc expose buy_tag to api 2021-07-22 13:09:05 +07:00
kevinjulian
dd809f756b run mypy 2021-07-22 02:34:20 +07:00
kevinjulian
643b6b950e run flake8 2021-07-22 02:23:34 +07:00
kevinjulian
25e329623f change signature 2021-07-22 02:11:54 +07:00
kevinjulian
235c1afd09 add buy_tag on telegram 2021-07-22 01:53:15 +07:00
kevinjulian
f5a660f845 caps BUY_TAG_IDX 2021-07-21 20:19:56 +07:00
kevinjulian
49886874aa rename to buy_tag 2021-07-21 20:05:35 +07:00
GeorgeMurAlkh
759a350d73
Merge branch 'freqtrade:develop' into develop 2021-07-21 00:09:35 +03:00
George Muravei-Alkhavoi
1ea29a918a Fix webserver timerange problem. 2021-07-21 00:09:09 +03:00
kevinjulian
66a7070170 run linter 2021-07-20 23:56:03 +07:00
kevinjulian
5d04d6ffa7 fix edge testcase 2021-07-20 23:40:32 +07:00
kevinjulian
cbfedf8b29 fix backtest testcase 2021-07-20 23:25:00 +07:00
kevinjulian
c558fc0b17 fix feedback 2021-07-20 20:40:32 +07:00
Kevin Julian
edf9c08f06
Merge branch 'develop' into feat/kevinjulian/add-buy-signal-name 2021-07-20 19:19:46 +07:00
kevinjulian
ed30c023cd fix some testcase 2021-07-20 19:08:14 +07:00
kevinjulian
7d04005218 add test and migration 2021-07-20 16:14:48 +07:00
Matthias
e4b42b2b5b
Merge pull request #5284 from samgermain/merge_get_buy_sell_rate
Merge get_buy_rate and get_sell_rate
2021-07-20 06:54:47 +02:00
kevinjulian
104711a9bf get_signal signature 2021-07-20 05:04:25 +07:00
kevinjulian
9e63bdbac9 feat: add buy signal name 2021-07-20 04:58:20 +07:00
Sam Germain
b0bfbb6558 removed buy and sell merge, updated strategy name, removed default side for get_rate 2021-07-19 11:37:52 -06:00
George Muravei-Alkhavoi
ab786abf7f Fix intendation. 2021-07-19 00:47:51 +03:00
George Muravei-Alkhavoi
f705293353 Dataprovider caching and trimming to timerange of historical informative. 2021-07-19 00:25:24 +03:00
Matthias
365479f5e0 Remove startup-candles after populating buy/sell signals
closes #5242
2021-07-18 11:06:41 +02:00
Matthias
7b7d9c02d7
Merge pull request #5243 from freqtrade/feat/webservermode_progress
Introduce webserver mode subcommand
2021-07-18 10:48:55 +02:00
Sam Germain
44df5eeacf Adjusted docstring, and conditional near end of buy_rate 2021-07-18 00:00:18 -06:00
Sam Germain
7c27525bd8 Merge get_buy_rate and get_sell_rate 2021-07-17 22:51:20 -06:00
Rokas Kupstys
53a8c693b8
Honor skip_pair_validation setting when downloading pairs. 2021-07-17 09:21:03 +03:00
Matthias
d652e6fcc4 Don't log from wallet in backtest mode 2021-07-16 19:57:49 +02:00
Matthias
2e95df4d8d Update docs for /profit output 2021-07-15 20:12:44 +02:00
Matthias
c9c7f84e8c Calculate relative profit based on assumed starting balance 2021-07-14 20:55:11 +02:00
Matthias
f5c47767cb Provide available capital to api 2021-07-14 20:51:42 +02:00
Matthias
3451687135
Merge pull request #5255 from freqtrade/improve_dynamic_stake
Improve dynamic stake with multiple bots on the same exchange
2021-07-14 06:45:48 +02:00
anasyusef
c78b2075d8 feat: add one additional asterisk 2021-07-12 12:27:59 +00:00
anasyusef
6a53e2c764 feat: apply censoring to logging 2021-07-12 12:08:01 +00:00
anasyusef
f94dbcd085 feat: censor password from logs 2021-07-12 12:02:10 +00:00
Matthias
40db424363 Add documentation for available capital setting 2021-07-12 07:11:56 +02:00
Matthias
7863746904 Add available_capital parameter 2021-07-12 06:54:06 +02:00
Matthias
b41c234440 Extract Closed profit calculation to trade object 2021-07-12 06:54:06 +02:00
Matthias
8b78a3bde2 Quick fix for trades opening below min-trade amount 2021-07-11 21:01:12 +02:00
Matthias
38296e8689
Merge pull request #5189 from rokups/rk/custom-stake
Implement strategy-controlled stake sizes
2021-07-11 19:45:43 +02:00
Matthias
7ea0a74c53 Default to proposed stake 2021-07-11 14:11:41 +02:00
Rokas Kupstys
0e4466ca1e Implement strategy-controlled stake sizes. Expose self.wallet to a strategy. 2021-07-11 12:38:58 +03:00
Matthias
f658cfa349 Remove Slack
As the community is mostly active on discord, there's little point in
linking people to Slack as well
2021-07-11 11:13:27 +02:00
Matthias
52ae95b2a5 Improve naming of apiserver variables 2021-07-10 11:20:21 +02:00
Matthias
ad26b0dad0 Don't void backtest object when not necessary 2021-07-10 10:59:00 +02:00
Matthias
e4e2340f91 Fix bug where currencies are duplicated
in case there is dust
2021-07-10 10:02:05 +02:00
Matthias
6129c5ca9e Fix deprecation warnings from pandas 1.3.0
closes #5251
2021-07-09 20:46:38 +02:00
Matthias
2f33b97b95 Validate startup candles for backtesting correctly
closes #5250
2021-07-09 07:20:43 +02:00
Matthias
fb25130588
Merge pull request #5244 from octaviusgus/develop
fix daily profit data bug and daily profit curve example
2021-07-09 07:06:14 +02:00
Matthias
d96d6024f4
Merge pull request #5252 from kevinjulian/agefilter-max-days-listed
Fix Agefilter cannot appear on startup messages
2021-07-08 20:29:06 +02:00
kevinjulian
2a4a980855 Merge branch 'agefilter-max-days-listed' of https://github.com/kevinjulian/freqtrade into agefilter-max-days-listed 2021-07-08 19:25:32 +07:00
kevinjulian
863391122f fix short desc not appear 2021-07-08 13:42:52 +07:00
Matthias
225522762b
Merge pull request #5231 from nightshift2k/enhancement/range-based-volumefilter
Range based VolumeFilter
2021-07-08 07:22:37 +02:00
Matthias
76e51cddba
Merge pull request #5246 from nightshift2k/feature/offsetfilter
new filter OffsetFilter for offsetting incoming pairlists
2021-07-07 21:06:23 +02:00
Matthias
682f880630 Slightly simplify if statement, add additional test 2021-07-07 20:05:56 +02:00
kevinjulian
8248d1acd1 run flake8 2021-07-07 22:10:22 +07:00
kevinjulian
00a1931f40 fix test 2021-07-07 21:24:44 +07:00
sauces1313
8b0a02db8e Correct exception messages 2021-07-07 08:11:13 +00:00
nightshift2k
3c3772703b changed quoteVolume to be built over a
rolling period using lookback_period
to avoid pair_candles being larger
than requested lookback_period
2021-07-07 09:46:05 +02:00
user
638bed3dac Add RangeStabilityFilterMax pairlist filter 2021-07-07 06:46:51 +00:00
octaviusgus
d1104bd434 fix daily profit data and daily profit curve example 2021-07-06 22:47:39 +02:00
Matthias
005da97183 extract backtesting abort functionality 2021-07-06 19:48:28 +02:00
Matthias
5474d5ee64 Move webserver start command to seperate file 2021-07-06 19:48:28 +02:00
Matthias
e5b1657ab3 Properly remove rpc handler 2021-07-06 19:48:28 +02:00
Matthias
2ec22f1d97 Add Sorting to available pair list 2021-07-06 19:48:28 +02:00
Matthias
830b2548bc Add backtest stopping 2021-07-06 19:48:28 +02:00
Matthias
129c7b02d0 Not all config values are mandatory in webserver mode 2021-07-06 19:48:28 +02:00
Matthias
17b3cc2097 Return numeric value, not empty string 2021-07-06 19:48:28 +02:00
Matthias
b44d215b90 Add test for backtest via APII 2021-07-06 19:48:28 +02:00
Matthias
804d99cce9 Move backtesting api to it's own file 2021-07-06 19:48:28 +02:00
Matthias
8566306010 Add test for start_websever 2021-07-06 19:48:28 +02:00
Matthias
134c61126e Properly track bt progress ... 2021-07-06 19:48:28 +02:00
Matthias
03140a0ecb Run webserver in main thread when using webserver mode 2021-07-06 19:48:28 +02:00
Matthias
37b15e830a Add trade count to progress 2021-07-06 19:48:28 +02:00
Matthias
048008756f Add progress tracking for backtesting 2021-07-06 19:48:28 +02:00
Matthias
06b6726029 Support compounding key 2021-07-06 19:48:28 +02:00
Matthias
f96d7dfe6d Allow backtesting to reuse data
Allow activating / deactivating protections dynamically
2021-07-06 19:48:28 +02:00
Matthias
edb8c4f0e5 Fix tests for webserver mode 2021-07-06 19:48:28 +02:00
Matthias
5c18c8726d Implement backtesting with fastapi 2021-07-06 19:48:28 +02:00
Matthias
df55259737 Add start_trading endpoint 2021-07-06 19:48:28 +02:00
Matthias
02b84bd018 Introduce webserver mode for fastapi 2021-07-06 19:48:28 +02:00
Matthias
800e314bfd Store backtesting results in backtest instance 2021-07-06 19:48:28 +02:00
Matthias
97e8ec91f0 Save configuration file paths 2021-07-06 19:48:28 +02:00
Matthias
ef137546fe Add webserver entrypoint 2021-07-06 19:48:28 +02:00
Kevin Julian
0f3d34eaf4
Merge branch 'develop' into agefilter-max-days-listed 2021-07-06 19:47:18 +07:00
kevinjulian
502c69dce3 change short desc 2021-07-06 19:36:42 +07:00
Matthias
dec523eef0 Display verison of installed FreqUI 2021-07-06 07:20:05 +02:00
nightshift2k
1e87225e91 added test_VolumePairList_range to test_pairlist.py 2021-07-05 20:59:27 +02:00
Matthias
10998eb0fa Remove further usages of int(int_timestamp) 2021-07-05 19:51:14 +02:00
Matthias
1682578a39
Merge pull request #5234 from nightshift2k/fixups/pairlists
fixup pairlist filters, change  float_timestamp to int_timestamp
2021-07-05 19:45:35 +02:00
nightshift2k
346d66748b first version of OffsetFilter 2021-07-05 12:50:56 +02:00
nightshift2k
5626ca5a06 removed unnecessary casting to int() 2021-07-05 10:39:22 +02:00
Matthias
eb3ead4930
Merge pull request #5229 from kevinjulian/telegram-balance
compact low balance currencies
2021-07-05 06:56:35 +02:00
nightshift2k
7ac55e5415 AgeFilter, RangeStabilityFilter, VolatilityFilter
changed `float_timestamp` to `int_timestamp`
2021-07-04 21:08:42 +02:00
nightshift2k
85c7b55750 improvements:
- `float_timestamp` switched to `int_timestamp`
- added documentation to pairlists.md
2021-07-04 20:46:24 +02:00
Matthias
c5489d530a Reexport File to docs to have this available as documentation too 2021-07-04 19:50:44 +02:00
kevinjulian
c3cf71bba8 sort import 2021-07-04 22:04:39 +07:00
kevinjulian
2d5ced7801 fix testcase 2021-07-04 21:59:59 +07:00
octaviusgus
558bcc7959 Jupyter notebook snippet: Plotting daily profit / equity line 2021-07-04 15:56:55 +02:00
octaviusgus
4aa2ae37bd
add daily_profit_list
added extra key daily_profit in return of optimize_reports.generate_daily_stats
this allows us to analyze and plot a daily profit chart / equity line using snippet below inside jupyter notebook

```
# Plotting equity line (starting with 0 on day 1 and adding daily profit for each backtested day)

from freqtrade.configuration import Configuration
from freqtrade.data.btanalysis import load_backtest_data, load_backtest_stats
import plotly.express as px
import pandas as pd

# strategy = 'Strat'
# config = Configuration.from_files(["user_data/config.json"])
# backtest_dir = config["user_data_dir"] / "backtest_results"

stats = load_backtest_stats(backtest_dir)
strategy_stats = stats['strategy'][strategy]

equity = 0
equity_daily = []
for dp in strategy_stats['daily_profit']:
    equity_daily.append(equity)
    equity += float(dp)

dates = pd.date_range(strategy_stats['backtest_start'], strategy_stats['backtest_end'])

df = pd.DataFrame({'dates':dates,'equity_daily':equity_daily})

fig = px.line(df, x="dates", y="equity_daily")
fig.show()

```
2021-07-04 14:38:17 +02:00
Matthias
898bef1837
Merge pull request #5219 from freqtrade/hyperopt_paramfile
automatic Hyperopt paramfile
2021-07-04 13:56:52 +02:00
nightshift2k
9919061c78 PEP8 compliance 2021-07-04 11:40:45 +02:00
nightshift2k
348dbeff3f added meaningful logging of used lookback range 2021-07-04 11:16:33 +02:00
Matthias
77293b1f1e Remove Zero duration Trades
after the recent backtesting fixes, this metric no longer makes sense, as it can't really be 0 any longer.
2021-07-04 10:50:10 +02:00
Matthias
a4096318e0 Provide full backtest-statistics to Hyperopt loss functions
closes #5223
2021-07-04 10:15:19 +02:00
kevinjulian
7efa228d73 add dust balance 2021-07-04 03:08:29 +07:00
kevinjulian
dbdd7f38a8 add plural 2021-07-04 02:56:05 +07:00
kevinjulian
b722e12350 compact low balance currencies 2021-07-04 02:44:48 +07:00
kevinjulian
f6511c3e3f fix typo and add blocker 2021-07-04 02:20:53 +07:00
kevinjulian
b72bbebccb fix flake8 2021-07-04 01:46:51 +07:00
kevinjulian
3d9f3eeb07 feat(agefilter): add max_days_listed 2021-07-03 23:58:04 +07:00
Rokas Kupstys
3686efa08a Add range property to CategoricalParameter and DecimalParameter, add their tests.
At the moment we can keep a single code path when using IntParameter, but we have to make a special hyperopt case for CategoricalParameter/DecimalParameter. Range property solves this.
2021-07-03 16:02:45 +03:00
nightshift2k
53f963dd73 fixed self._tf_in_secs to self._tf_in_sec 2021-07-03 11:49:05 +02:00
nightshift2k
62da4b452c code cleanup and comments 2021-07-03 11:47:17 +02:00
nightshift2k
055229a44a first iteration of volume pairlist with range lookback 2021-07-03 11:39:14 +02:00
Matthias
9d6860337f
Merge pull request #5212 from rokups/rk/trailing-stop-2
Trailing stoploss in backtesting v2
2021-07-03 08:39:30 +02:00
Matthias
fbd91cd3f8 Improve formatting to avoid backslash newlines 2021-07-03 08:22:21 +02:00
Matthias
b25ad68c44 Fix np.bool_ not outputting correctly 2021-07-02 20:52:25 +02:00
Matthias
b8de3270fa Plotting: Fix hover mode options after plotly update
closes #5209
2021-06-30 20:11:11 +02:00
Matthias
15e36a20e1 Improve naming of default hyperopt serializer 2021-06-30 19:48:34 +02:00
Rokas Kupstys
bc0742ae67 Fix extremely optimistic results when using a combination of custom_stoploss and trailing_stop. 2021-06-30 09:10:50 +03:00
Matthias
0809225a0a Update documentation to mention parameter strategy files 2021-06-30 07:05:20 +02:00
Matthias
645da51b5f Add test for parameter loading 2021-06-30 06:55:10 +02:00
Matthias
dcf53ac3ff Add test for try_eport_params 2021-06-30 06:33:40 +02:00
Matthias
84703080b8 Extract hyperopt_defaults_serializer to hyperopt_tools 2021-06-29 20:51:29 +02:00
Matthias
55f032b18e Catch trying to read faulty parameter file 2021-06-29 20:51:29 +02:00
Matthias
62cdbdc26a Automatically export hyperopt parameters 2021-06-29 20:51:25 +02:00
Matthias
af04c8e2da
Merge pull request #5205 from barisengez/develop
Added timerange and max open trades info above multiple strategy backtest result summary table
2021-06-29 16:49:17 +02:00
barbarius
a8117c6e0b Refactored to use results variable from for loop 2021-06-29 11:24:49 +02:00
Matthias
a2ccc1526e Load parameters from file 2021-06-29 07:07:34 +02:00
Matthias
8ca0076332 Fix small typos 2021-06-29 06:50:47 +02:00
Matthias
d4514f5f16 Introduce File versions to hyperopt result files 2021-06-29 06:50:47 +02:00
Matthias
a7e9e362b7 Simplify printing logic for non-optimized parameters 2021-06-29 06:50:47 +02:00