Commit Graph

589 Commits

Author SHA1 Message Date
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
3c41223333 Add test for protections-hyperopt 2021-08-04 20:01:28 +02:00
Matthias
544e0da6c2 Add protection parameter space 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
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5284112b69 fix in custom entry function output,remove changes related to outdated prices, doc exemple minor changes 2021-08-03 15:57:23 -04:00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
c981641441 Don't fail if strategy doesn't contain sell signal 2021-08-02 20:30:46 +02:00
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
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
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
49886874aa rename to buy_tag 2021-07-21 20:05:35 +07:00
kevinjulian
66a7070170 run linter 2021-07-20 23:56:03 +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
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
Rokas Kupstys
0e4466ca1e Implement strategy-controlled stake sizes. Expose self.wallet to a strategy. 2021-07-11 12:38:58 +03:00
Matthias
898bef1837
Merge pull request #5219 from freqtrade/hyperopt_paramfile
automatic Hyperopt paramfile
2021-07-04 13:56:52 +02:00
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
Matthias
645da51b5f Add test for parameter loading 2021-06-30 06:55:10 +02:00
Matthias
55f032b18e Catch trying to read faulty parameter file 2021-06-29 20:51:29 +02:00
Matthias
a2ccc1526e Load parameters from file 2021-06-29 07:07:34 +02:00
Matthias
2310deec53 Update name to get non-optimized parameters 2021-06-29 06:50:47 +02:00
Matthias
750c780293 Support loading parameters from json file 2021-06-29 06:50:47 +02:00
Matthias
158cb415a9 Add settings interface to have types available 2021-06-26 17:28:37 +02:00
Matthias
1067a9f356 Move strategy-override signals to top-level of the config
closes #2867
2021-06-26 16:06:13 +02:00
aayush-jain18
d294ef10d7 unexpected docstring params 2021-06-25 23:56:16 +05:30
aayush-jain18
a46f60bd94 spell corrections 2021-06-25 22:10:04 +05:30
Matthias
96fbb226c5 Implement better strategy checks
part of #2696
2021-06-19 19:32:29 +02:00
Matthias
e1010ff592 Don't load protections from config if strategy defines a property 2021-06-18 19:55:53 +02:00
Matthias
38ed49cef5 move low to stoploss_reached
to clarify where which rate is used
2021-06-15 09:05:36 +03:00
Rokas Kupstys
6d5fc96714 Implement most pessimistic handling of trailing stoploss. 2021-06-15 09:05:36 +03:00
Matthias
d4dfdf04fc Move RPCMessageType to enums 2021-06-09 20:23:17 +02:00
Matthias
9c34304cb9 Move state enums to enums package 2021-06-08 21:20:35 +02:00
Matthias
3c149b9b59 Move signalType to enums 2021-06-08 21:09:39 +02:00
Matthias
89b9915c12 Update imports for SellType in tests 2021-06-08 21:07:16 +02:00
Matthias
d16a619489 Move SellType Enum to it's own module 2021-06-08 21:04:34 +02:00
Matthias
d7fdc2114a allow list-strategies to show if params are hyperoptable 2021-05-29 13:27:08 +02:00
Matthias
4bc018a456 Change rate back to "open" for custom_sell
closes #4920
2021-05-14 07:18:10 +02:00
Rokas Kupstys
6af4de8fe8 Remove dataframe parameter from docs. 2021-05-08 10:29:47 +03:00
Rokas Kupstys
dc6e702fec Pass current_time to confirm_trade_entry/confirm_trade_exit. 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
9049d6b779 Reformat hyper to cache parameters 2021-05-02 10:45:21 +02:00
Matthias
555262b6e1 Only calculate additional indicators if the space is selected 2021-05-01 16:40:29 +02:00
Matthias
e050ea8dfa Don't load parameters for other space 2021-05-01 16:21:59 +02:00
Joe Schr
f3388ed9aa fix IStrategy: abstract methods still need to pass through return value
otherwise doing something like:
```py
dataframe = super().populate_indicators(dataframe, ...)
```

won't work, because `dataframe` becomes `None`.

This is needed if one of those methods uses dataframe.copy() instead of
just working on reference. e.g. using `merge_informative` in
`populate_indicator` in a nested class hierarchy
2021-04-30 14:39:01 +02:00
Matthias
55faa6a84a safe_wrapper should use kwargs to call methods 2021-04-26 20:18:03 +02:00
Matthias
dbf33271b5 Small doc changes 2021-04-26 19:52:26 +02:00
Rokas Kupstys
31a2285eac Fix mypy complaints. 2021-04-26 10:42:24 +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
961b38636f Remove explicit sell_flag parameter from SellCheckTuple. 2021-04-25 09:48:40 +03:00
Rokas Kupstys
bfad4e82ad Make execute_sell() use SellCheckTuple for sell reason. 2021-04-25 09:48:40 +03:00
Rokas Kupstys
a90e795695 Warn and trim custom sell reason if it is too long. 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
Rokas Kupstys
1292e08fe4 Use strategy_safe_wrapper() when calling custom_sell(). 2021-04-25 09:48:40 +03:00
Rokas Kupstys
0fd68aee51 Add IStrategy.custom_sell method which allows per-trade sell signal evaluation. 2021-04-25 09:48:40 +03:00
Matthias
90476c4287 Add "range" property to IntParameter 2021-04-24 07:00:33 +02:00
Matthias
9dc7f776d9 Improve log output when loading parameters 2021-04-23 20:35:30 +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
83fbaf16c8 Extract numeric param validation and explosion 2021-04-10 07:59:59 +02:00
Matthias
ea4b5d675d Don't explode low/high, but use explicit parameters 2021-04-10 07:12:31 +02:00
Matthias
5f67400649 Add SKDecimal Space 2021-04-09 21:58:15 +02:00
Matthias
c51839dc3b Make the logmessage for loaded parameters clearer 2021-04-05 11:21:20 +02:00
Matthias
dc406fe19f Fail in case of name and explicit space name collisions 2021-04-05 10:53:00 +02:00
Matthias
30e5e92968 Don't allow one parmeter to be in 2 spaces
use the explicit user wish (given explicitly with "space")
2021-04-03 20:17:48 +02:00
Rokas Kupstys
faf40482ef Fix parameter printing. 2021-04-03 13:49:24 +03:00
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
929f329607 more tests 2021-03-28 19:49:20 +02:00
Matthias
20f7e9b4b7 Make BaseParameter get_space abstract 2021-03-28 19:31:54 +02:00
Matthias
71e2134694 Add some simple tests for hyperoptParameters 2021-03-27 11:26:26 +01:00
Matthias
786ddc6a91 remove unused imports 2021-03-27 10:47:33 +01:00
Rokas Kupstys
e934d3ddfb [SQUASH] Oopsie. 2021-03-26 16:56:24 +02:00
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
bbe6ece38d [SQUASH] Fix parameter configs not loading. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
424cd2a914 [SQUASH] Use "space" instead of category. 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
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
Brook Miles
ce1ed76269 complete stoploss_from_open and associated test 2021-03-17 22:44:10 +09:00
Brook Miles
aee2591490 add stoploss_from_open() as a strategy_helper 2021-03-17 17:58:23 +09:00
Matthias
e32b2097f0 Use timestamp in UTC timezone for ROI comparisons 2021-02-27 09:32:59 +01:00
JoeSchr
642e3be7c5
Fix(strategy/interface.py): comment typo
`advice_buy` -> `advise_buy`
2021-02-26 23:17:59 +01:00
Matthias
3d9b4034e6 Use already calculated current_profit for sell_profit_offset comparison 2021-02-02 08:06:19 +01:00
Pan Long
4cc93151c5
Fix a bug when compare sell_profit_offset
It should be comparing the ratio instead of absolut profit.

Also updated the comment.
2021-01-31 12:14:09 +08:00
Matthias
6007d5182a
Merge pull request #4147 from hoeckxer/ignore_expired_candle
Ignoring candles that have expired within timeframe
2021-01-12 19:04:16 +01:00
hoeckxer
1f6a71fdd9 Reformat code on new version 2021-01-12 08:24:11 +01:00
hoeckxer
71f45021b9 Removed redundant statement 2021-01-12 07:35:30 +01:00
hoeckxer
e328182bd7 Changed workings so it only needs to timing-parameter, instead of also requiring a boolean value 2021-01-12 07:30:39 +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
5102dfd6df
Merge pull request #4144 from freqtrade/improve_informativepair
Improve merge_informative_pairs to properly merge correct timeframes
2021-01-09 10:15:59 +01:00
Matthias
b43ef474ad Fix expired candle implementation
Improve and simplify test by passing the current time to the function
2021-01-07 07:51:49 +01:00
Matthias
c9e477214f Allow protections to be set in the strategy 2021-01-06 16:37:09 +01:00
hoeckxer
65d91a3a58 isort fix 2021-01-05 15:36:34 +01:00
hoeckxer
573de1cf08 Fixed flake8 warnings 2021-01-05 15:30:29 +01:00
hoeckxer
e3f3f36298 Changes based on review comments 2021-01-05 14:49:35 +01:00
hoeckxer
c9ed2137bb Simplified return statements
Signed-off-by: hoeckxer <hawkeyenl@yahoo.com>
2021-01-05 09:07:46 +01:00
Erwin Hoeckx
67306d943a
Update interface.py
Simplified return value, thereby including the situation where the time simply hasn't expired yet
2021-01-05 07:33:34 +01:00
Erwin Hoeckx
9a93a0876a
Update interface.py
Adjusted comment
2021-01-05 07:32:07 +01:00
hoeckxer
844df96ec7 Making changes so the build checks are satisified (imports & flake8)
Signed-off-by: hoeckxer <hawkeyenl@yahoo.com>
2021-01-05 07:06:53 +01:00
hoeckxer
614a996597 First commit about ignoring expired candle
Signed-off-by: hoeckxer <hawkeyenl@yahoo.com>
2021-01-04 20:49:24 +01:00
Matthias
07bc0c3fce Improve merge_informative_pairs to properly merge correct timeframes
explanation in #4073, closes #4073
2021-01-04 13:49:38 +01:00
Matthias
512e163355 change docstring to better reflect what the method is for 2020-12-31 09:48:49 +01:00
Matthias
9d5961e224 Rename method to custom_stoploss 2020-12-20 11:17:50 +01:00
Matthias
277342f167 Rename flag to "use_custom_stoposs" 2020-12-20 11:12:22 +01:00
Matthias
6892c08e9b Improve docstring 2020-12-19 13:18:06 +01:00
Matthias
b2c1098316 more docs for dynamic stoploss method 2020-12-19 12:03:18 +01:00
Matthias
f7b54c2415 Allow and document time-based custom stoploss
closes #3206
2020-12-19 11:46:49 +01:00
Matthias
a414b57d54 Experiment with custom stoploss interface 2020-12-18 06:56:56 +01:00
Matthias
768a24c375 Add stoplossvalue interface 2020-12-18 06:56:56 +01:00
Matthias
7eab33de08 Merge branch 'develop' into plugins/protections_backtest 2020-12-13 10:31:33 +01:00
Matthias
f1af2972e2 Ensure non-defined attributes fail correctly
Remove unnecessary check, as stoploss cannot be none (it's mandatory and
a number)
2020-12-09 07:55:08 +01:00
Matthias
be57ceb252 Remove confusing entry
(in this branch of the if statement, candle_date is empty
2020-12-07 08:23:10 +01:00
Matthias
fefb4b23d0 revise logic in should_sell 2020-11-27 09:24:53 +01:00
Matthias
81d08c4def Add detailed backtest test verifying the ROI / trailing stop collision 2020-11-27 08:24:56 +01:00
radwayne
8e03fee868
Update interface.py
Changed The should_sell() method, to handle the case where both ROI and trailing stoploss are reached in backtest.
2020-11-06 13:56:46 +01:00
Matthias
e602ac3406 Introduce Pairlocks middleware 2020-10-27 07:06:06 +01:00
Matthias
a143f7bc43 Improve pairlock docstrings 2020-10-21 19:35:57 +02:00
Matthias
7caa6cfe31 Add tests for pairlock 2020-10-20 19:21:13 +02:00
Matthias
e513871fd5 Persist pairlocks
closes #3034
2020-10-20 19:21:13 +02:00
Matthias
66b77d2f53 Fix some types 2020-10-02 06:52:43 +02:00
Matthias
253b7b763e Apply isort to freqtrade codebase 2020-09-28 19:40:46 +02:00
Matthias
7852feab05 support smaller timeframes 2020-09-07 09:06:43 +02:00
Matthias
71af64af94 Move comment to the right place 2020-09-04 20:10:43 +02:00
Matthias
cc684c5141 Correctly handle identical timerame merges 2020-09-04 20:09:02 +02:00
Matthias
7bc8927914 Add documentation for merge_informative_pair helper 2020-09-04 20:02:31 +02:00
Matthias
bd4f3d838a Implement merge_informative_pairs helper 2020-09-04 19:44:35 +02:00
Matthias
f54fecaeba Expose helpermethods thorugh freqtrade.strategy 2020-09-02 19:58:26 +02:00
Matthias
3bb69bc1bd Add returns statement to docstring 2020-08-24 17:31:00 +02:00
Matthias
fca11160e4 Improve docstring of is_pair_locked 2020-08-24 17:18:57 +02:00
Matthias
354a406248 Sort imports in interface.py 2020-08-24 11:45:38 +02:00
Matthias
c272944834 Lock pair until a new candle arrives 2020-08-24 11:09:09 +02:00
Matthias
8b767eedfd Merge branch 'develop' into pr/yazeed/3055 2020-08-24 07:21:48 +02:00
Matthias
87e4a82041 Merge branch 'develop' into bt_add_maxdrawdown 2020-08-09 08:34:36 +02:00
Matthias
c4a9a79be0
Apply suggested documentation changes from code review
Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
2020-07-04 09:43:49 +02:00
Matthias
1339479882 Have sell_type stringify correctly 2020-07-03 06:58:27 +02:00
Matthias
eef3c01da7 Fix function header formatting 2020-06-18 19:49:05 +02:00
Matthias
f1993fb2f4 Pass analyzed dataframe to get_signal 2020-06-18 08:09:52 +02:00
Matthias
48225e0d80 Improve interface docstrings for analyze functions 2020-06-18 07:54:00 +02:00
Matthias
f2a778d294 Combine tests for empty dataframe 2020-06-18 07:03:30 +02:00
Matthias
8b186dbe0e Add additional test scenarios 2020-06-18 06:50:06 +02:00
Matthias
84329ad2ca Add confirm_trade* methods to abort buying or selling 2020-06-18 06:50:06 +02:00
Matthias
910100f1c8 Improve docstring comment 2020-06-18 06:50:06 +02:00
Matthias
c047e48a47 Add errorsupression to safe wrapper 2020-06-18 06:50:06 +02:00
Matthias
bc821c7c20 Add documentation for bot_loop_start 2020-06-18 06:50:06 +02:00
Matthias
77056a3119 Add bot_loop_start callback 2020-06-18 06:50:06 +02:00
Matthias
8166b37253 Explicitly check if dp is available 2020-06-18 06:50:06 +02:00
Matthias
55fa514ec9 Adapt most tests 2020-06-18 06:50:05 +02:00
Matthias
273aaaff12 Introduce .analyze() function for Strategy
Fixing a few tests along the way
2020-06-18 06:50:05 +02:00
Matthias
95f3ac08d4 Update some comments 2020-06-18 06:50:05 +02:00
Matthias
fd97ad9b76 Cache analyzed dataframe 2020-06-18 06:50:05 +02:00
Matthias
a8005819c9 Add class-level attributes to hyperopt and strategy 2020-06-02 10:19:27 +02:00
Matthias
09fe3c6f5e create compatibility code 2020-06-02 09:52:30 +02:00
Matthias
cadc50ce9b Replace more occurances of ticker_interval with timeframe 2020-06-01 20:49:40 +02:00
Matthias
ea5daee505 Allow changing severity of strategy-validations to log only. 2020-05-29 19:37:18 +02:00
Matthias
27e0c2604c
Add comment to ensure we're not accidentally removing this again 2020-05-26 16:58:29 +02:00
hroff-1902
9f573481a8 Fix #3378 2020-05-26 13:54:45 +03:00
Matthias
046202fdda Fix typing circular dependency 2020-05-22 20:56:34 +02:00
hroff-1902
8bf38443c2
Merge branch 'develop' into verify_date_on_new_candle_on_get_signal 2020-05-20 14:05:21 +03:00
hroff-1902
a8b1dcf3c8 Minor: cleanup in get_signal() 2020-05-19 22:20:53 +03:00
hroff-1902
7b2bb73a12
Merge branch 'develop' into verify_date_on_new_candle_on_get_signal 2020-05-19 21:34:58 +03:00
hroff-1902
115586a50f Introduce freqtrade.typing 2020-05-18 21:59:50 +03:00
hroff-1902
627c5059f0 Move create_pair_list to pairlistmanager 2020-05-18 13:54:21 +03:00
hroff-1902
f8b01f5a43 Make flake happy 2020-05-16 12:27:56 +03:00
hroff-1902
bf25746965 Introduce datatype for informative pairs 2020-05-16 12:27:56 +03:00
Matthias
431b244f43 Merge branch 'develop' into interface_ordertimeoutcallback 2020-04-19 06:58:44 +02:00
Matthias
c465552df4 Update comment to mention .copy() usage 2020-04-02 20:17:54 +02:00
Matthias
3fcd531eac Copy dataframe in interfac.py (reduces memory consumption) 2020-04-02 19:30:59 +02:00
Matthias
cd2e738e35 Add test for assert error 2020-03-29 11:40:13 +02:00
orehunt
3ef568029f different exception messages 2020-03-26 07:05:30 +01:00
orehunt
0f53e646fd check that the strategy dataframe matches the one given by the bot 2020-03-24 14:08:34 +01:00
Matthias
a1bbeaa668 Merge branch 'develop' into interface_ordertimeoutcallback 2020-03-15 14:56:14 +01:00
Yazeed Al Oyoun
1395f65872 meh 2020-03-11 17:29:22 +01:00
Yazeed Al Oyoun
c442913feb final 2020-03-11 17:28:03 +01:00
Yazeed Al Oyoun
ba596af636 final? 2020-03-11 17:26:57 +01:00
Yazeed Al Oyoun
d25cf1395b fixed log message 2020-03-11 17:23:22 +01:00
Yazeed Al Oyoun
7754742459 fix tests 2020-03-11 17:13:39 +01:00
Yazeed Al Oyoun
a82cdf0add fixed test 2020-03-11 17:04:51 +01:00
Yazeed Al Oyoun
4e45abbf13 added return false, false 2020-03-11 16:44:45 +01:00
Yazeed Al Oyoun
54bde6ac11 verify date on new candle before producing signal 2020-03-11 16:34:23 +01:00
hroff-1902
3208faf7ed Do not use ticker where it's not a ticker 2020-03-08 20:47:02 +03:00
Matthias
4d8430c687 Use string typehints to avoid import errors 2020-03-01 09:43:20 +01:00
hroff-1902
e411717de9 No percent where ratio is to be used 2020-02-28 12:36:39 +03:00
Matthias
8cd77b2e27 Add some tests for strategy_wrapper 2020-02-22 11:55:40 +01:00
Matthias
365fdf4c37 Add docstring to strategy wrapper 2020-02-22 11:41:22 +01:00