Commit Graph

8772 Commits

Author SHA1 Message Date
robcaulk
e229902381 fix bug in previous commit 2022-05-30 12:48:22 +02:00
robcaulk
a20651efd8 Increase performance by only predicting on most recent candle instead of full strat provided dataframe. Collect predictions and store them so that we can feed true predictions back to strategy (so that frequi isnt updating historic predictions based on newly trained models). 2022-05-30 11:37:05 +02:00
robcaulk
2f1a2c1cd7 allow users to store data in custom formats, update spot config to reflect better target horizon to training period ratio 2022-05-30 02:12:31 +02:00
robcaulk
d59eac3321 revert a79032b 2022-05-29 21:33:38 +02:00
robcaulk
a79032bf75 fixing bug in training queue 2022-05-29 20:19:32 +02:00
robcaulk
3f72263278 allow pairs deeper in the queue to get trained if the higher priority pairs dont need training 2022-05-29 20:02:43 +02:00
robcaulk
cc6cae47ec allow pairs deeper in the queue to get trained if the higher priority pairs dont need training 2022-05-29 19:49:43 +02:00
robcaulk
4eb4753e20 allow subdaily retraining for backtesting 2022-05-29 17:44:35 +02:00
robcaulk
0aa7162055 ensure the prediction is reset in the pair_dict after any trade exit, not just custom_exit 2022-05-29 16:36:46 +02:00
robcaulk
fe36b08fce fix key error in example strat 2022-05-29 16:26:34 +02:00
robcaulk
ce365eb9e3 improve example strat so that it has dynamic buy and sell logic according to original prediction 2022-05-29 14:45:46 +02:00
robcaulk
4eb29c8810 Dont reset pair priority if it doesnt successfully train 2022-05-28 18:34:26 +02:00
robcaulk
83dd453723 catch errors occuring on background thread, and make sure to keep the ball rolling. Improve pair retraining queue. 2022-05-28 18:26:19 +02:00
robcaulk
e54614fa2f remove remnants of single threaded version, ensure pair queue priority is checked before retraining 2022-05-28 14:55:07 +02:00
robcaulk
2a4d1e2d64 fix bug in setting new timerange for retraining 2022-05-28 12:23:26 +02:00
robcaulk
7870a86e9a fix live retraining bug 2022-05-28 11:38:57 +02:00
robcaulk
0bf915054d handle key check correctly 2022-05-28 11:22:32 +02:00
robcaulk
c5a16e91fb throw user error if user tries to load models but feeds the wrong features (while using PCA) 2022-05-28 11:11:41 +02:00
robcaulk
b8f9c3557b dirty dirty, dont look here (hacking a flag to avoid reloading leverage_tiers in dry/live) 2022-05-27 13:56:34 +02:00
robcaulk
891fb87712 give load_cached_data_for_updating the right flags to avoid redownloading data in dry/live 2022-05-27 13:38:22 +02:00
robcaulk
65fdebab75 let load_pairs_histories load futures candles in live 2022-05-27 13:01:33 +02:00
robcaulk
c080571b7a help futures go dry/live with auto download feature 2022-05-27 12:23:32 +02:00
robcaulk
8a501831d6 fix the error logic on previous commit 2022-05-27 01:15:55 +02:00
robcaulk
23c30dbc10 add error for user trying to backtest with backtest_period<1 2022-05-27 00:43:52 +02:00
robcaulk
6193205012 fix bug for target_mean/std array merging in backtesting 2022-05-26 21:07:50 +02:00
robcaulk
ff531c416f reduce complexity inside start_download_data() in an effort to appease flake8 2022-05-25 15:31:50 +02:00
robcaulk
d79983c791 try to pass flake8 2022-05-25 14:55:19 +02:00
robcaulk
7593339c14 small cleanup 2022-05-25 14:42:46 +02:00
robcaulk
b79d4e8876 Allow user to go live and start from pretrained models (after a completed backtest) by simply reusing the identifier config parameter while dry/live. 2022-05-25 14:40:32 +02:00
robcaulk
7486d9d9e2 proper validation of freqai config parameters 2022-05-25 12:37:25 +02:00
robcaulk
7ff3258607 remove assertions, log error if user has not assigned freqai in config, fix stratify bug 2022-05-25 11:43:45 +02:00
robcaulk
35bed842cb cleanup, add clarity to comments and docstrings 2022-05-25 11:31:03 +02:00
robcaulk
58b5abbaa6 improve multithreaded training queue system 2022-05-24 15:28:38 +02:00
robcaulk
31ae2b3060 alleviate FutureWarning in sklearn about ensuring svm model features are passed with identical order 2022-05-24 14:46:16 +02:00
robcaulk
255d35976e add priority metadata to pairs to avoid a sync of train time + train period 2022-05-24 12:58:53 +02:00
robcaulk
059c285425 paying closer attention to managing live retraining on separate thread without affecting prediction of other coins on master thread 2022-05-24 12:01:01 +02:00
robcaulk
b0d2d13eb1 improve data persistence/mapping for live/dry. This accommodates quick reloads after crash and handles multi-pair cleanly 2022-05-23 21:05:05 +02:00
robcaulk
e1c068ca66 add config asserts, use .get method with default values for optional functionality, move data_cleaning_* to freqai_interface (away from user custom pred model) since it is controlled by config params. 2022-05-23 12:07:09 +02:00
robcaulk
dede128648 set process_only_new_candles to true in example strat 2022-05-23 10:15:59 +02:00
robcaulk
ee3cdd0ffe more cleanup 2022-05-23 09:55:58 +02:00
robcaulk
3587bd82e1 cleanup superceded code 2022-05-23 00:10:36 +02:00
robcaulk
af0cc21af9 Enable hourly/minute retraining in live/dry. Suppress catboost folder output. Update config + constants + docs to reflect updates. 2022-05-23 00:06:26 +02:00
robcaulk
42d95af829 Aggregated commit. Adding support vector machine for outlier detection, improve user interface to dry/live, better standardization, fix various other bugs 2022-05-22 17:51:49 +02:00
robcaulk
c5ecf94177 move live retraining to separate thread. 2022-05-19 21:15:58 +02:00
robcaulk
1fae6c9ef7 keep model accessible in memory to avoid loading objects from disk during live/dry 2022-05-19 19:27:38 +02:00
robcaulk
67eb94c69d download-data will now check if freqai is active in config, and if so will also download data for corr_pairlist 2022-05-19 17:55:00 +02:00
robcaulk
89eacf2f47 Retrain model if FreqAI found a pretrained model but user strategy is not passing the expected features (user has changed the features in the strategy but has passed a the same config[freqai][identifier]). Logger warning output to user. 2022-05-19 17:15:50 +02:00
Matthias
c81b960791 Fix some typos 2022-05-17 19:58:36 +02:00
robcaulk
db66b82f6f accept open-ended timeranges from user 2022-05-17 19:50:06 +02:00
robcaulk
d1d451c27e auto populate features based on a prepended % in the strategy (remove feature assignment from config). Update doc/constants/example strategy to reflect change 2022-05-17 18:15:03 +02:00
robcaulk
8664e8f9a3 create a prediction_models folder where basic prediction models can live (similar to optimize/hyperopt-loss. Update resolver/docs/and gitignore to accommodate change 2022-05-17 17:13:38 +02:00
robcaulk
80dcd88abf allow user to run config from anywhere on their system 2022-05-15 17:42:15 +02:00
robcaulk
a8022c104a give beta testers more information in the doc 2022-05-15 17:42:15 +02:00
robcaulk
a7029e35b5 ensure informative pairs includes any combination of whitelist - corr_pairlist 2022-05-15 17:42:15 +02:00
robcaulk
9b3e5faebe create more flexible whitelist, avoid duplicating whitelist features into corr_pairlist, update docs 2022-05-15 17:42:15 +02:00
robcaulk
22bd5556ed add self-retraining functionality for live/dry 2022-05-15 17:42:15 +02:00
robcaulk
178c2014b0 appease mypy 2022-05-15 17:42:15 +02:00
robcaulk
a4f5811a5b fix flake8 issue in arguments.py 2022-05-15 17:42:15 +02:00
robcaulk
aae233bd6c try passing the check tests 2022-05-15 17:42:15 +02:00
robcaulk
f653ace24b another attempt at fixing datalength bug 2022-05-15 17:42:15 +02:00
robcaulk
b08c0888bb add USERPATH_FREQAIMODELS, remove return values from @abstract methods 2022-05-15 17:42:15 +02:00
robcaulk
b03c7b514d optional style for interfacing freqai with backtesting 2022-05-15 17:42:15 +02:00
robcaulk
e9a7b68bc1 revert constants.py and add changes 2022-05-15 17:42:15 +02:00
robcaulk
3020218096 fix bug on backtest timerange 2022-05-15 17:41:34 +02:00
robcaulk
00ff0c9b91 ensure user defined timerange truncates final backtest so that we arent mismatching data lengths upon return to strategy. Rename DataHandler class to FreqaiDataKitchen 2022-05-15 17:41:34 +02:00
robcaulk
def71a0afe auto build full_timerange and self manage training_timerange 2022-05-15 17:41:34 +02:00
robcaulk
764f9449b4 fix logger, debug some flake8 appeasements 2022-05-15 17:41:34 +02:00
robcaulk
29c2d1d189 use logger in favor of print 2022-05-15 17:38:58 +02:00
robcaulk
99f7e44c30 flake8 passing, use pathlib in lieu of os.path to accommodate windows/mac OS 2022-05-15 17:38:58 +02:00
robcaulk
2600ba4e74 remove unused remnants 2022-05-15 17:38:58 +02:00
robcaulk
630d201546 remove trained_stake 2022-05-15 17:38:58 +02:00
robcaulk
b40f8f88ac cleaning and bug fixing 2022-05-15 17:38:58 +02:00
robcaulk
fc837c4daa add freqao backend machinery, user interface, documentation 2022-05-15 17:38:58 +02:00
Matthias
ebab02fce3
Merge pull request #6827 from eSeR1805/fix_readjust_entry_bt_sl
Fix: Refresh SL on entry order replacement
2022-05-15 16:41:18 +02:00
Matthias
18fd3bb333 Update stoploss handling for entry-order adjustment 2022-05-15 15:45:39 +02:00
Matthias
3b14439240 Slightly improve performance of order adjusts
Avoind  2nd call to `get_rate()`.

closes #6821
2022-05-14 16:16:32 +02:00
eSeR1805
c27e0a0a1b
Allow SL refresh only if no filled entry orders. 2022-05-14 16:56:56 +03:00
eSeR1805
1c20fb7638
Refresh open_rate and stoploss on order replacement. 2022-05-14 16:37:04 +03:00
Matthias
2a1368d508 Offsetfilter: add number_assets parameter
closes #6824
2022-05-14 14:16:13 +02:00
மனோஜ்குமார் பழனிச்சாமி
8a3c2c6cad
Corrected docstring
Discussed in Discord
2022-05-13 19:32:52 +05:30
Matthias
c299601ece Add warning about OKX futures backtesting data 2022-05-13 07:03:18 +02:00
Matthias
5444f4ee6f
Merge pull request #6793 from mkavinkumar1/log
logged balance details
2022-05-12 19:11:28 +02:00
Matthias
891900c186
Merge pull request #6812 from freqtrade/db_migrate
Db migrate
2022-05-11 19:54:31 +02:00
Matthias
1fc041d0d6
Fix formatting issue 2022-05-11 19:39:56 +02:00
Matthias
ae463fcdf2
Merge pull request #6792 from mkavinkumar1/rpc
consistent exchange name
2022-05-11 19:23:36 +02:00
Matthias
f374c9da70 PR cleanup 2022-05-11 06:30:40 +02:00
Matthias
044afdf7af Add better test scenario 2022-05-10 20:27:24 +02:00
Matthias
31cce741ac Add sequence migration 2022-05-10 07:13:51 +02:00
Matthias
269630e755 Add preliminary documentation for database conversion 2022-05-10 07:13:42 +02:00
Matthias
0958c06b84 Implement database migration to other system 2022-05-09 20:58:40 +02:00
Matthias
c3b0f6b64b Add feature shell for database conversion 2022-05-09 20:58:40 +02:00
Matthias
0f499469fc
Merge pull request #6796 from freqtrade/model_reorg
Model reorg
2022-05-09 20:15:45 +02:00
Matthias
30d6eeffd0 Fix migration bug 2022-05-08 17:49:13 +02:00
Matthias
b58e811b14 Move trade/order Models to their own class 2022-05-08 17:45:20 +02:00
Matthias
af1a5e0449 Extract base and Pairlock from models file 2022-05-08 17:38:06 +02:00
Matthias
3221726d85 Update migration to use boolean value
closes #6794
2022-05-08 17:29:42 +02:00
Matthias
ab91758c7e
Merge pull request #6790 from eSeR1805/profit_reporting
Report profit only on filled entries.
2022-05-08 17:25:42 +02:00
Matthias
4a7515e66a Add test for 0.0 case 2022-05-08 16:04:06 +02:00
மனோஜ்குமார் பழனிச்சாமி
f43ae0ea43 logged balance details 2022-05-08 13:53:07 +05:30
மனோஜ்குமார் பழனிச்சாமி
d79b90a98f consistent exchange name 2022-05-08 12:46:58 +05:30