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10254 Commits

Author SHA1 Message Date
Robert Caulk
2077f84f9b
Merge pull request #7363 from wagnercosta/fixHyperoptFreqai 
Fix hyperopt - freqai
 2022-09-10 17:02:01 +02:00
Robert Caulk
4a47c63f71
Merge pull request #7374 from th0rntwig/filter-constant-features 2022-09-10 16:58:58 +02:00
robcaulk
10b6aebc5f enable continual learning and evaluation sets on multioutput models. 2022-09-10 16:54:13 +02:00
Wagner Costa Santos
a1f88cca80 merge develop 2022-09-10 10:35:16 -03:00
Wagner Costa Santos
79985fda01 fix backtesting freqai startup candles bug 2022-09-10 10:27:17 -03:00
Matthias
4250174de9 Fix ws exception when no token is provided 2022-09-10 14:29:58 +02:00
Matthias
b344f78d00 Improve logic for token validation 2022-09-10 14:20:49 +02:00
Matthias
5705b8759b Merge branch 'develop' into add-continual-learning 2022-09-10 08:24:04 +02:00
robcaulk
05581db4e3 ensure columns are only dropped in training 2022-09-09 20:37:21 +02:00
Matthias
939fb7acb3 Fix enum imports 2022-09-09 20:31:30 +02:00
Matthias
97be3318f4 Use Datetime_format from constants 2022-09-09 20:31:02 +02:00
Matthias
37fcbeba58 Update backtesting output wording to Entries 2022-09-09 19:58:55 +02:00
Timothy Pogue
6cbc03a96a support jwt token in place of ws token 2022-09-09 11:38:42 -06:00
robcaulk
a826c0eb83 ensure signatures match, reduce verbosity 2022-09-09 19:30:53 +02:00
Emre
acb410a0de Remove verbosity params 2022-09-09 19:30:53 +02:00
Emre
df6e43d2c5 Add XGBoostRegressorMultiTarget class 2022-09-09 19:30:53 +02:00
Emre
1b6410d7d1 Add XGBoostRegressor for freqAI, fix mypy errors 2022-09-09 19:30:53 +02:00
Timothy Pogue
09679cc798 fix dependency 2022-09-09 11:27:20 -06:00
Wagner Costa Santos
d38cc06139 Fix freqai backtesting time range issue 2022-09-09 19:27:05 +02:00
Timothy Pogue
426f8f37e9 change var names 2022-09-09 10:45:49 -06:00
Matthias
e256ebd727 Add ws_token to auto-generated config 2022-09-09 07:13:05 +02:00
Timothy Pogue
75cf8dbfe4 missed await 2022-09-08 15:11:36 -06:00
robcaulk
c5d9180758 isort 2022-09-08 22:35:52 +02:00
robcaulk
bc7295579f improve docs, make example strat hyperoptable 2022-09-08 22:22:50 +02:00
Timothy Pogue
2b9c8550b0 moved ws_schemas, first ws tests 2022-09-08 13:58:28 -06:00
Timothy Pogue
b9e7af1ce2 fix ws token auth 2022-09-08 11:25:30 -06:00
Timothy Pogue
fac6626459 update default timeouts 2022-09-08 10:54:31 -06:00
Timothy Pogue
b3b0c918d9 cleanup old code 2022-09-08 10:44:03 -06:00
Timothy Pogue
379b1cbc90 remove unnecessary returns 2022-09-08 10:37:41 -06:00
Timothy Pogue
df3c126146 fix mypy error 2022-09-08 10:34:37 -06:00
Timothy Pogue
4104d0f68a Merge branch 'develop' into feat/externalsignals 2022-09-08 10:19:23 -06:00
Matthias
883abe5b4f
Merge pull request #7379 from freqtrade/fix/keyerror_fundingfee 
Fix keyerror fundingfee update
 2022-09-08 12:06:52 +02:00
Matthias
9ef0ffe277 Update tests for funding-Fee exceptions 2022-09-08 07:19:17 +00:00
Matthias
791f61c089 Add test case for funding fee update failure 2022-09-08 07:13:15 +00:00
Matthias
b91ad609f2
Merge pull request #7370 from wizrds/feat/suffix-merge-informative 
Add optional `suffix` parameter to `merge_informative_pair`
 2022-09-08 08:08:55 +02:00
Matthias
39b6cadd14 Test keyerror case for funding_Fee calculation 2022-09-08 07:24:57 +02:00
Matthias
4e15611b05 Don't crash in case of funding fee fetch error 2022-09-08 07:18:38 +02:00
Matthias
045c3f0f3a Reduce diff by avoiding unnecessary changes 2022-09-08 07:01:37 +02:00
Matthias
f3417a8690 Revert condition sequence to simplify conditions 2022-09-08 06:59:14 +02:00
Matthias
20bf44a856
Merge pull request #7375 from freqtrade/combine-metrics 
ensure inlier metric can be combined with other cleaning methods
 2022-09-08 06:43:02 +02:00
Timothy Pogue
a50923f796 add producers attribute to dataprovider 2022-09-07 17:14:26 -06:00
Wagner Costa Santos
f4f2884a66 Fix freqai backtesting time range issue 2022-09-07 18:52:58 -03:00
Timothy Pogue
1ef1fc269e docstring and tests 2022-09-07 15:26:38 -06:00
Timothy Pogue
5934495dda add websocket request/message schemas 2022-09-07 15:08:01 -06:00
Wagner Costa Santos
bf3ee51167 validate freqai hyperopt with freqai enabled param 2022-09-07 14:42:05 -03:00
Matthias
f8e7ed5d7d Reduce shutdown verbosity of exchange 2022-09-07 19:28:42 +02:00
Matthias
a9fd12b816 Allow more dynamic timeframes by disabling "choice" 
part of #7366
 2022-09-07 19:28:42 +02:00
robcaulk
e51d352777 ensure pca is handling same DF as inlier 2022-09-07 19:11:54 +02:00
robcaulk
4c9ac6b7c0 add kwargs, reduce duplicated code 2022-09-07 18:58:55 +02:00
Timothy Pogue
5d338e697c change window to timeperiod in hybrid 2022-09-07 18:49:47 +02:00
Timothy Pogue
48cadbf933 remove duplicate line, change window to timeperiod 2022-09-07 18:49:47 +02:00
robcaulk
ea7bdac9ed ensure inlier metric can be combined with other cleaning methods 2022-09-07 18:45:16 +02:00
Matthias
322f00e3e8 Fix empty entry message if order doesn't fill immediately 
closes #7368
 2022-09-07 18:19:43 +02:00
th0rntwig
cdc72bf8ca Correct indexing 2022-09-07 18:14:13 +02:00
th0rntwig
047ded1baa Check for constant columns 2022-09-07 17:47:27 +02:00
Timothy Pogue
2c9b765953 add suffix parameter 2022-09-07 09:35:37 -06:00
Wagner Costa Santos
972b699105 hyperopt - freqai - change validation to config_validation 2022-09-07 11:11:31 -03:00
wagnercosta
6b7644029c
Merge branch 'freqtrade:develop' into fixHyperoptFreqai 2022-09-07 11:07:51 -03:00
Matthias
c08c82bc40
Merge pull request #7322 from freqtrade/add-inlier-metric 
Add inlier metric
 2022-09-07 07:05:57 +02:00
Matthias
4d69df08dd trunc to amount precision before checking valid partial exits 
closes #7368
 2022-09-07 06:43:08 +02:00
Matthias
95a33ab2e6 Add amount_to_contract helper in the exchange 2022-09-07 06:34:03 +02:00
Timothy Pogue
8bfaf0a998 Merge branch 'develop' into feat/externalsignals 2022-09-06 13:02:36 -06:00
Wagner Costa Santos
e0490b3efc Merge branch 'fixHyperoptFreqai' of https://github.com/wagnercosta/freqtrade into fixHyperoptFreqai 2022-09-06 15:43:08 -03:00
Wagner Costa Santos
8d16dd804d hyperopt - freqai - docs and refactoring 2022-09-06 15:42:47 -03:00
Timothy Pogue
b1c0267449 mypy fixes 2022-09-06 12:40:58 -06:00
Robert Caulk
d7585161b2
Merge branch 'develop' into add-inlier-metric 2022-09-06 20:40:21 +02:00
wagnercosta
55195260e4
Merge branch 'freqtrade:develop' into fixHyperoptFreqai 2022-09-06 15:32:28 -03:00
robcaulk
97077ba18a add continual learning to catboost and friends 2022-09-06 20:30:46 +02:00
Matthias
dc4a4bdf09 Wrap cleanup in try/finally handler 
If a database has errors, the database cleanups would fail, causing
cleanup to be incomplete.

closes #7364
 2022-09-06 20:26:42 +02:00
Timothy Pogue
3535aa7724 add last_analyzed to emitted dataframe 2022-09-06 12:12:05 -06:00
robcaulk
d44296783e isort datakitchen 2022-09-06 20:10:12 +02:00
robcaulk
e83c9b276d fix whitespace 2022-09-06 19:56:52 +02:00
Matthias
f2f811a2fe Fix telegram bug with open partial exit orders 2022-09-06 19:55:18 +02:00
robcaulk
4b28d0495f fix timestamping, move imports, add words to doc 2022-09-06 19:46:58 +02:00
Matthias
98ec84fca6
Merge pull request #7339 from freqtrade/fix/fundingfee_handling 
Fix/fundingfee handling
 2022-09-06 19:21:40 +02:00
wagnercosta
1820bc6832
Merge branch 'freqtrade:develop' into fixHyperoptFreqai 2022-09-06 10:02:17 -03:00
Matthias
3f3099cbfc
Merge pull request #7361 from italodamato/develop 
fix hyperopt df preprocessing
 2022-09-06 07:26:14 +02:00
Timothy Pogue
38f14349e9 move bytes decoding to serializer 2022-09-05 23:25:25 -06:00
Matthias
d526dfb171 Revert some more changes in rpc_manager 2022-09-06 07:03:31 +02:00
Matthias
4dec19de9f Add comment to explain why we use the non-trimmed DF 2022-09-06 06:52:50 +02:00
Timothy Pogue
a0d774fdc4 change default initial candle limit to 1500 2022-09-05 20:23:00 -06:00
Timothy Pogue
b949ea301c fix failed apiserver tests 2022-09-05 19:29:07 -06:00
Timothy Pogue
cd8455ccb7 Merge branch 'develop' into feat/externalsignals 2022-09-05 15:10:25 -06:00
Wagner Costa Santos
2c8e5b191b fix hyperopt - freqai 2022-09-05 17:43:55 -03:00
Wagner Costa Santos
5b826150df fix hyperopt - freqai 2022-09-05 17:43:28 -03:00
Timothy Pogue
8f261d8edf change from bytes to text in websocket, remove old logs 2022-09-05 13:47:17 -06:00
Matthias
36e5c18fa6 Don't raise exception when a message is not implemented in telegram 2022-09-05 20:54:03 +02:00
Italo
9f5642fd97 fix hyperopt df preprocessing 2022-09-05 18:12:19 +02:00
robcaulk
78d01810ed reduce code redundancy, ensure live always gets the latest data 2022-09-05 00:12:00 +02:00
Wagner Costa Santos
d43ed186fc fix issue with freqai backtesting at slice dataframe 2022-09-05 00:12:00 +02:00
Timothy Pogue
8a08f8ff8d revert rpc manager 2022-09-04 10:27:34 -06:00
Timothy Pogue
07f806a314 minor improvements, fixes, old config+constant removal 2022-09-04 10:22:10 -06:00
Timothy Pogue
1601868854 dataprovider fix, updated config example 2022-09-04 09:42:43 -06:00
Robert Caulk
956ea43e55
Merge pull request #7340 from wizrds/sigint-freqai 
Support SIGINT in FreqAI
 2022-09-04 16:43:36 +02:00
robcaulk
ec76214d02 backup historical predictions pickle and load the backup in case of corruption 2022-09-04 15:56:07 +02:00
robcaulk
69b3fcfd32 Merge branch 'develop' into dev-merge-rl 2022-09-04 11:23:25 +02:00
robcaulk
27dce20b29 fix bug in Base4ActionRLEnv, improve example strats 2022-09-04 11:21:54 +02:00
Timothy Pogue
3b5e5fc57b fix method name in dummy class 2022-09-03 14:10:23 -06:00
Robert Caulk
8545d74378
Merge pull request #7331 from th0rntwig/pca 
Normalise PCA space
 2022-09-03 21:49:54 +02:00
Timothy Pogue
dae3b3d86a support shutting down freqai 2022-09-03 13:24:14 -06:00
Matthias
16573b19e3 Fix migration syntax error 2022-09-03 19:51:44 +02:00
robcaulk
5cfb4154eb revert all changes in normalize_data() 2022-09-03 19:48:30 +02:00
Robert Caulk
63514b0443
Merge pull request #7325 from wagnercosta/develop 
Improve Freqai backtesting performance
 2022-09-03 19:28:04 +02:00
robcaulk
c21808ff98 remove metadata redundancy, fix pca bug 2022-09-03 16:54:30 +02:00
robcaulk
c9be66b5b6 increase test coverage for dk, improve function naming, extra cleaning 2022-09-03 15:52:29 +02:00
Matthias
ed4cc18cdd Migration to check order funding fee 2022-09-03 15:19:40 +02:00
Matthias
0f483ee31f Use "since last order" approach for live as well. 2022-09-03 15:01:42 +02:00
Matthias
0c6a02687a Don't calculate funding fees if we're not going to use them. 2022-09-03 15:01:42 +02:00
Matthias
df50b1928d Fix funding fee calculation for backtesting 2022-09-03 15:01:42 +02:00
Matthias
80b5f035ab Remove typo in log message 2022-09-03 15:01:28 +02:00
robcaulk
599c1c79fb reorganized backtest utilities, test new functionality, improve/update doc 2022-09-03 14:00:01 +02:00
Wagner Costa Santos
af5460cebf Add option to keep models only in memory for backtest 2022-09-02 22:01:53 -03:00
Timothy Pogue
05cbcf834c minor logging changes 2022-09-02 16:01:33 -06:00
Timothy Pogue
cf917ad2f5 initial candle request limit, better error reporting, split up _handle_producer_connection 2022-09-02 15:05:16 -06:00
Matthias
b26126cb57 Don't use ticker['symbol'] but use "pair" instead 
closes #7262
 2022-09-02 20:09:30 +02:00
Timothy Pogue
5b0b802f31 hybrid json ws serializer 2022-09-02 00:05:36 -06:00
Timothy Pogue
eb4cd6ba82 split initial data into separate requests 2022-09-01 23:52:13 -06:00
Timothy Pogue
dccde88c83 fix dataframe serializing 2022-09-01 23:15:03 -06:00
Matthias
b53791fef2 Futures volumepairlist to account for contract size 2022-09-02 07:11:32 +02:00
Timothy Pogue
00f35f4870 remove old constant, add initial_data requesting, minor changes 2022-09-01 20:06:36 -06:00
th0rntwig
11b2bc269e Added missing s 2022-09-01 22:37:32 +02:00
th0rntwig
3f8400df10 Normalise PCA space 2022-09-01 21:51:33 +02:00
Matthias
11fbfd3402 Remove unnecessary assignment 2022-09-01 19:39:20 +02:00
Wagner Costa Santos
d6e115178a refactoring freqai backtesting - remove duplicate code 2022-09-01 07:09:23 -03:00
Matthias
f3c73189d5 Remove pointless default on wallet_balance argument 2022-09-01 06:49:51 +02:00
Matthias
ba2eb7cf0f Fix BNB fee bug when selling 
thanks @epigramx, for reporting and for the detailed data.
 2022-09-01 06:42:51 +02:00
Wagner Costa Santos
44d3a9140d Merge branch 'develop' of https://github.com/wagnercosta/freqtrade into develop 2022-08-31 15:37:06 -03:00
Wagner Costa Santos
7bed0450d2 pr review - refactoring backtesting freqai 2022-08-31 15:36:29 -03:00
Timothy Pogue
c72a2c26c7 remove external pairlist 2022-08-31 12:06:24 -06:00
Timothy Pogue
6e8abf8674 add producer name to required fields in config 2022-08-31 11:58:58 -06:00
wagnercosta
3d4497467c
Merge branch 'freqtrade:develop' into develop 2022-08-31 14:47:06 -03:00
Timothy Pogue
865b34cd6f add producer names 2022-08-31 11:43:02 -06:00
Timothy Pogue
510cf4f305 remove data waiting, remove explicit analyzing of external df 2022-08-31 10:40:26 -06:00
robcaulk
240b529533 fix tensorboard path so that users can track all historical models 2022-08-31 16:50:39 +02:00
Richard Jozsa
2493e0c8a5
Unnecessary lines in Base4, and changes for box space, to fit better for our needs (#7324) 2022-08-31 16:37:02 +02:00
Wagner Costa Santos
df51da22ee refactoring freqai backtesting 2022-08-31 11:23:48 -03:00
Matthias
57ff6f8ac5 Init timerange object properly 2022-08-31 10:28:31 +00:00
Matthias
13ccd940d5 Remove startup_candle_count from freqai sample config to avoid confusion 2022-08-31 10:27:08 +00:00
Matthias
7ba4fda5d7 Implement PR feedback 2022-08-31 10:26:47 +00:00
Matthias
a88ffd2c9d Merge branch 'develop' into move_datadownload 2022-08-31 10:23:45 +00:00
Timothy Pogue
115a901773 minor fix for conditional in handle func 2022-08-30 19:34:43 -06:00
Timothy Pogue
ddc45ce2eb message handling fix, data waiting fix 2022-08-30 19:30:14 -06:00
Timothy Pogue
346e73dd75 client implementation, minor fixes 2022-08-30 19:21:34 -06:00
Matthias
c9aa09ec89 Simplify base fee handling 2022-08-30 20:46:06 +02:00
robcaulk
7e8e29e42d use continuous value for inlier_metric 2022-08-30 20:41:37 +02:00
Timothy Pogue
418bd26a80 minor fixes, rework consumer request, update requirements.txt 2022-08-30 11:04:16 -06:00
robcaulk
7f52908e87 ensure the lost points are prepended for FreqUI 2022-08-30 18:55:58 +02:00
robcaulk
a58dd0bbf9 add noise feature, improve docstrings 2022-08-30 18:26:24 +02:00
robcaulk
b11742a4c5 integrate inlier metric function 2022-08-30 18:26:24 +02:00
th0rntwig
d3cb211283 Add inlier metric computation 2022-08-30 18:26:24 +02:00
th0rntwig
50e2808667
Fix bug in DI (#7321) 2022-08-30 12:54:39 +02:00
Timothy Pogue
47f7c384fb consumer subscriptions, fix serializer bug 2022-08-29 15:48:29 -06:00
Timothy Pogue
7952e0df25 initial rework separating server and client impl 2022-08-29 13:41:15 -06:00
robcaulk
62c0a174c8 allow users to properly reverse train-test data ordering 2022-08-29 11:04:58 +02:00
Matthias
27a9f98d5f Simplify liquidation price structure, improve test cov 2022-08-29 07:04:48 +02:00
Matthias
226fa5d93c Simplify liquidation price calling structure 2022-08-29 07:04:48 +02:00
Matthias
4def3678b7
Merge pull request #7298 from freqtrade/tif_align 
align TimeInForce to ccxt usage
 2022-08-29 06:36:51 +02:00
Matthias
8be8a12cc4
Merge pull request #7260 from JohanVlugt/develop 
Example FreqAI hybrid strategy
 2022-08-29 06:34:45 +02:00
Matthias
40c00d2d8f Version bump dev version to 2022.9 2022-08-29 06:34:20 +02:00
Timothy Pogue
8c4e68b8eb updated example configs 2022-08-28 13:00:52 -06:00
robcaulk
7766350c15 refactor environment inheritence tree to accommodate flexible action types/counts. fix bug in train profit handling 2022-08-28 19:21:57 +02:00
Robert Caulk
39a739eadb
Merge pull request #7296 from th0rntwig/dbscan 
Improve MinPts calculation in DBSCAN, add outlier protection, and add data_kitchen tests
 2022-08-28 14:37:47 +02:00
robcaulk
fcb5d1cb5a remove debugging flag 2022-08-28 13:01:39 +02:00
robcaulk
dd628eb525 add tests for outlier detection and removal functions 2022-08-28 12:56:39 +02:00
robcaulk
1e41c773a0 fix outlier protection 2022-08-28 12:11:29 +02:00
smarmau
ff3a4995c1 remove unnecessary code 2022-08-28 11:45:20 +02:00
Matthias
b9f35cadb3 add /stopentry alias for /stopbuy 2022-08-28 11:37:22 +02:00
smarmau
005594c29c simplify hybrid template 2022-08-28 11:29:48 +02:00
th0rntwig
71f7d68783 Fixed mypy error 2022-08-27 12:44:55 +02:00
Matthias
c61b986c3d FTX - support time_in_force (and PO ordertype) 
closes #7175
 2022-08-27 10:30:38 +02:00
Matthias
104a73025d Uppercase TimeInForce (align with ccxt) 2022-08-27 10:30:06 +02:00
Matthias
6686489c06
Merge pull request #7258 from freqtrade/feat/hyp_optinal_indicator 
Add flag to move hyperopt populate_indicators to epoch
 2022-08-27 09:21:16 +02:00
Matthias
2b70c3d0c0 support price callback for partial exits in bt 
This will align results to how live works.
closes #7292
 2022-08-27 08:50:09 +02:00
Timothy Pogue
05ca673883 Catch status code errors 2022-08-27 00:06:03 -06:00
Timothy Pogue
fcceb744c5 Add janus to requirements.txt 2022-08-26 23:43:05 -06:00
Timothy Pogue
2b5f067877 Refactoring, minor improvements, data provider improvements 2022-08-26 23:40:13 -06:00
Matthias
9204f01312 Don't lock pairs on partial exit 2022-08-27 07:23:02 +02:00
elintornquist
86c5ac44e4 Add outlier percentage check 2022-08-26 23:05:07 +02:00
Matthias
01126c43f7 Fix liquidation price tier calculation 
closes #7294
 2022-08-26 20:14:24 +02:00
Matthias
753d1b2aad Update leverage tier terminology to be clear and aligned with ccxt 2022-08-26 19:34:51 +02:00
elintornquist
b2d664c63c Change MinPts calculation 2022-08-26 18:57:27 +02:00
robcaulk
bb3523f383 download data homogeneously across timeframes 2022-08-26 18:51:42 +02:00
robcaulk
e7261cf515 add freqai utils.py file 2022-08-26 15:30:28 +02:00
robcaulk
65b552e310 make docs reflect reality, move download_all_data to new utils.py file, automatic startup_candle detection 2022-08-26 15:30:01 +02:00
robcaulk
4b7e640f31 reduce code duplication, optimize auto data download per tf 2022-08-26 13:56:44 +02:00
robcaulk
baa4f8e3d0 remove Base3ActionEnv in favor of Base4Action 2022-08-26 11:04:25 +02:00
richardjozsa
d31926efdf Added Base4Action 2022-08-26 11:04:25 +02:00
Matthias
53d46a0385 align max_entry_position_adjustment behavior of backtesting to live 
closes #7293
 2022-08-25 20:36:17 +02:00
robcaulk
3199eb453b reduce code for base use-case, ensure multiproc inherits custom env, add ability to limit ram use. 2022-08-25 19:05:51 +02:00
Matthias
1fd223c815
Update --prepend help string 
closes #7290
 2022-08-25 17:03:41 +02:00
robcaulk
05ccebf9a1 automate eval freq in multiproc 2022-08-25 12:29:48 +02:00
robcaulk
94cfc8e63f fix multiproc callback, add continual learning to multiproc, fix totalprofit bug in env, set eval_freq automatically, improve default reward 2022-08-25 11:46:18 +02:00
Matthias
f2a356a80c Fix some imports 2022-08-25 07:08:58 +02:00
Matthias
6636f17e0f Simplify usage of amount_to_contract precision 2022-08-25 07:08:22 +02:00
Timothy Pogue
d474111a65 Renamed to external signals, controller class refactored 2022-08-24 22:42:29 -06:00
Timothy Pogue
592373f096 Remove pairlist waiting, add .db files to .gitignore 2022-08-24 18:30:30 -06:00
Matthias
32faad9333 Fix backtest calculation problem with DCA 
closes #7287
 2022-08-24 20:36:08 +02:00
robcaulk
d1bee29b1e improve default reward, fix bugs in environment 2022-08-24 18:32:40 +02:00
robcaulk
a61821e1c6 remove monitor log 2022-08-24 16:33:13 +02:00
robcaulk
bd870e2331 fix monitor bug, set default values in case user doesnt set params 2022-08-24 16:32:14 +02:00
robcaulk
c0cee5df07 add continual retraining feature, handly mypy typing reqs, improve docstrings 2022-08-24 13:00:55 +02:00
robcaulk
b708134c1a switch multiproc thread count to rl_config definition 2022-08-24 13:00:55 +02:00
robcaulk
b26ed7dea4 fix generic reward, add time duration to reward 2022-08-24 13:00:55 +02:00
robcaulk
280a1dc3f8 add live rate, add trade duration 2022-08-24 13:00:55 +02:00
robcaulk
f9a49744e6 add strategy to the freqai object 2022-08-24 13:00:55 +02:00
richardjozsa
a2a4bc05db Fix the state profit calculation logic 2022-08-24 13:00:55 +02:00
robcaulk
29f0e01c4a expose environment reward parameters to the user config 2022-08-24 13:00:55 +02:00
robcaulk
d88a0dbf82 add sb3_contrib models to the available agents. include sb3_contrib in requirements. 2022-08-24 13:00:55 +02:00
robcaulk
8b3a8234ac fix env bug, allow example strat to short 2022-08-24 13:00:55 +02:00
mrzdev
8cd4daad0a Feat/freqai rl dev (#7) 
* access trades through get_trades_proxy method to allow backtesting
 2022-08-24 13:00:55 +02:00
robcaulk
3eb897c2f8 reuse callback, allow user to acces all stable_baselines3 agents via config 2022-08-24 13:00:55 +02:00
robcaulk
4b9499e321 improve nomenclature and fix short exit bug 2022-08-24 13:00:55 +02:00
sonnhfit
4baa36bdcf fix persist a single training environment for PPO 2022-08-24 13:00:55 +02:00
robcaulk
f95602f6bd persist a single training environment. 2022-08-24 13:00:55 +02:00
robcaulk
5d4e5e69fe reinforce training with state info, reinforce prediction with state info, restructure config to accommodate all parameters from any user imported model type. Set 5Act to default env on TDQN. Clean example config. 2022-08-24 13:00:55 +02:00
sonnhfit
7962a1439b remove keep low profit 2022-08-24 13:00:55 +02:00
sonnhfit
81b5aa66e8 make env keep current position when low profit 2022-08-24 13:00:55 +02:00
sonnhfit
45218faeb0 fix coding convention 2022-08-24 13:00:55 +02:00
robcaulk
b90da46b1b improve price df handling to enable backtesting 2022-08-24 13:00:55 +02:00
MukavaValkku
2080ff86ed 5ac base fixes in logic 2022-08-24 13:00:55 +02:00
robcaulk
16cec7dfbd fix save/reload functionality for stablebaselines 2022-08-24 13:00:55 +02:00
sonnhfit
0475b7cb18 remove unuse code and fix coding conventions 2022-08-24 13:00:55 +02:00
MukavaValkku
d60a166fbf multiproc TDQN with xtra callbacks 2022-08-24 13:00:55 +02:00
robcaulk
dd382dd370 add monitor to eval env so that multiproc can save best_model 2022-08-24 13:00:55 +02:00
robcaulk
69d542d3e2 match config and strats to upstream freqai 2022-08-24 13:00:55 +02:00
robcaulk
e5df39e891 ensuring best_model is placed in ram and saved to disk and loaded from disk 2022-08-24 13:00:55 +02:00
robcaulk
bf7ceba958 set cpu threads in config 2022-08-24 13:00:55 +02:00
MukavaValkku
57c488a6f1 learning_rate + multicpu changes 2022-08-24 13:00:55 +02:00
robcaulk
acf3484e88 add multiprocessing variant of ReinforcementLearningPPO 2022-08-24 13:00:55 +02:00
MukavaValkku
cf0731095f type fix 2022-08-24 13:00:55 +02:00
MukavaValkku
1c81ec6016 3ac and 5ac example strategies 2022-08-24 13:00:55 +02:00
MukavaValkku
13cd18dc9a PPO policy change + verbose=1 2022-08-24 13:00:55 +02:00
robcaulk
926023935f make base 3ac and base 5ac environments. TDQN defaults to 3AC. 2022-08-24 13:00:55 +02:00
MukavaValkku
096533bcb9 3ac to 5ac 2022-08-24 13:00:55 +02:00
MukavaValkku
718c9d0440 action fix 2022-08-24 13:00:55 +02:00
robcaulk
9c78e6c26f base PPO model only customizes reward for 3AC 2022-08-24 13:00:55 +02:00
robcaulk
6048f60f13 get TDQN working with 5 action environment 2022-08-24 13:00:55 +02:00
robcaulk
d4db5c3281 ensure TDQN class is properly named 2022-08-24 13:00:55 +02:00
robcaulk
91683e1dca restructure RL so that user can customize environment 2022-08-24 13:00:55 +02:00
sonnhfit
ecd1f55abc add rl module 2022-08-24 13:00:55 +02:00
MukavaValkku
9b895500b3 initial commit - new dev branch 2022-08-24 13:00:55 +02:00
MukavaValkku
cd3fe44424 callback function and TDQN model added 2022-08-24 13:00:55 +02:00
MukavaValkku
01232e9a1f callback function and TDQN model added 2022-08-24 13:00:55 +02:00
MukavaValkku
8eeaab2746 add reward function 2022-08-24 13:00:55 +02:00
MukavaValkku
ec813434f5 ReinforcementLearningModel 2022-08-24 13:00:55 +02:00
MukavaValkku
2f4d73eb06 Revert "ReinforcementLearningModel" 
This reverts commit 4d8dfe1ff1daa47276eda77118ddf39c13512a85.
 2022-08-24 13:00:55 +02:00
MukavaValkku
c1e7db3130 ReinforcementLearningModel 2022-08-24 13:00:55 +02:00
robcaulk
05ed1b544f Working base for reinforcement learning model 2022-08-24 13:00:40 +02:00
Matthias
a6d78a8615 initialize Since parameter properly 
closes #7285
 2022-08-23 06:43:04 +02:00
Matthias
fe7108ae75 Convert amount to contracts before comparing for close 
closes #7279
 2022-08-23 06:37:38 +02:00
Matthias
78b161e14c add contract_size to database 2022-08-23 06:37:38 +02:00
Matthias
6036018f35 Extract contracts_to_amount and amount_to_contracts to standalone functions 2022-08-23 06:37:38 +02:00
Matthias
5f38a574ce Add okx broker id 2022-08-23 06:37:38 +02:00
th0rntwig
5ce1c69803
Improve DBSCAN epsilon identification (#7269) 
* Improve DBSCAN epsilon identification
 2022-08-22 19:57:20 +02:00
robcaulk
ac42c0153d deprecate indicator_max_period_candles, automatically compute startup candles for FreqAI backtesting. 2022-08-22 18:19:07 +02:00
robcaulk
96d8882f1e Plug mem leak, add training timer 2022-08-22 13:30:30 +02:00
Matthias
f55d5ffd8c Don't fail when --strategy-path is not a valid directory. 
closes #7264
 2022-08-22 09:20:14 +00:00
Timothy Pogue
4fa01548f6 Remove old var from strategy interface 2022-08-21 22:49:42 -06:00
Timothy Pogue
6f5478cc02 DataFrame transmission, strategy follower logic 2022-08-21 22:45:36 -06:00
Matthias
015be770c3 ccxt now defaults to base volume for all markets 2022-08-22 06:42:14 +02:00
Matthias
f6d832c6d9 Add get_option to expose ft_has via method 2022-08-21 17:51:46 +02:00
Matthias
87a3115073 Add get_open_trade_count() to simplify getting open trade count. 2022-08-21 17:08:27 +02:00
Matthias
6189aa817c Fix HybridExample formatting 2022-08-20 19:50:18 +02:00
robcaulk
64b0834437 add credit in docstring 2022-08-20 17:04:38 +02:00
robcaulk
90c03178b1 provide user directions, clean up strategy, remove unnecessary code. 2022-08-20 17:02:18 +02:00
Matthias
cdd4745693
Merge pull request #7263 from freqtrade/okx_cache_tiers 
Okx cache tiers
 2022-08-20 15:18:13 +02:00
Matthias
5b3f031590 Use hyperopt safe amount precision method 2022-08-20 14:13:15 +02:00
Matthias
738e95b875 Add tests for leverage tiers caching 2022-08-20 13:54:54 +02:00
Matthias
b6e8b9df35 Use cached leverage tiers 2022-08-20 13:01:58 +02:00
Matthias
52ec0d1046 Update binance Leverage tiers 2022-08-20 11:53:15 +02:00
Matthias
0da0600836 Have backtesting respect tradable size 
closes #7161
 2022-08-20 11:41:11 +02:00
Matthias
54ddc1a4c2 Add --tradingmode alias 2022-08-20 11:24:20 +02:00
Matthias
aa3da092a0 Dont' use classProperty - that's not supported on 3.8 2022-08-20 10:55:52 +02:00
Matthias
01d45ed12e
Merge pull request #7257 from freqtrade/feat/list-pair-time 
Get min/max data in list-data command
 2022-08-20 08:16:52 +02:00
Matthias
7b8b73e651
Merge pull request #7243 from lolongcovas/newbranch_test 
Improve PCA and pairwise distance calcs
 2022-08-20 08:13:40 +02:00
Timothy Pogue
739b68f8fd ExternalPairList plugin 2022-08-19 22:40:01 -06:00
Johan van der Vlugt
b44bd0171c
Example Classifier strat 2022-08-19 19:10:37 +02:00
Matthias
b9d48c3278 use numbers in HyperoptState properly ... 2022-08-19 15:40:06 +02:00
Matthias
bc359675a2 Add --analyze-per-epoch - moving populate_analysis to the epoch process 2022-08-19 15:19:43 +02:00
Matthias
09f8904545 Extract analysis to separate method 2022-08-19 15:12:55 +02:00
Matthias
08ef5ad2d8 Add HyperoptState enum and container class 2022-08-19 15:11:43 +02:00
Matthias
1c6f966579 Hyperopt: simplify parameter "can_optimize" handling 2022-08-19 15:03:03 +02:00
Matthias
16af10a5bc Update notebook sample with simplified datadir configuration 
closes #7252
 2022-08-19 14:05:27 +02:00
Matthias
b7553d20d4 Get min/max data in list-data command 2022-08-19 13:45:55 +02:00
Matthias
7d84ef2e2c Remove unused imports 2022-08-19 13:45:10 +02:00
longyu
521381ebf0 undo example strategy newline 2022-08-19 12:40:03 +02:00
Matthias
b420614d65 Reduce code duplication in datahandlers 2022-08-19 09:33:07 +02:00
Matthias
975bf8fe88 Update Docstring to match actual return values 2022-08-19 09:23:53 +02:00
Timothy Pogue
6834db11f3 minor improvements and pairlist data transmission 2022-08-19 00:06:19 -06:00
Matthias
42eb508515 Attempt fix of #7184 2022-08-19 07:09:46 +02:00
Matthias
76a3e97e05 Add migrations end message 
closes #7251
 2022-08-19 06:39:51 +02:00
Timothy Pogue
9f6bba40af initial concept for replicate, basic leader and follower logic 2022-08-18 20:10:58 +02:00
Matthias
70a77ba3d9 Check for "last" availability in PrecisionFilter 
closes #7250
 2022-08-18 20:07:50 +02:00
longyu
1fada53ddd remove newline 2022-08-18 19:40:00 +02:00
Matthias
85b43ec1a1 Remove double-check for "isolated margin" 2022-08-18 15:23:58 +02:00
Matthias
fde469a253 Remove unnecessary check 2022-08-18 14:53:44 +02:00
Matthias
075e9b8526 Log Exchange responses for set_leverage 2022-08-18 09:52:03 +02:00
Matthias
46e8d9a5e4 Reduce verbosity when whitelist is empty 2022-08-18 09:09:37 +02:00
Matthias
0461a89348 Fix test failures 2022-08-18 07:20:49 +02:00
longyu
f70b0bab80 remove line 2022-08-17 23:49:20 +02:00
Matthias
66910bfe63 Don't fail if mark candles are missing 
closes #7239
 2022-08-17 20:01:57 +02:00
robcaulk
88dd9920ea sort imports for isort 2022-08-17 16:38:09 +02:00
robcaulk
5155afb4e7 clean up code remnants 2022-08-17 15:22:48 +02:00
robcaulk
0c34104e45 extract download-data from freqai to prepare for future async changes 2022-08-17 15:18:44 +02:00
longyu
9c38c27eed ignore sample itself distance for avg_mean_dist computation 2022-08-17 15:09:57 +02:00
longyu
72c34291e3 newline 2022-08-17 15:09:10 +02:00
Matthias
3983368228 gateio futures is showing base currency in volume! 2022-08-17 14:51:48 +02:00
Matthias
83ca168bb8
Merge pull request #7216 from freqtrade/precise_calcs 
Precise calcs
 2022-08-17 14:32:02 +02:00
Matthias
c615e1bc62 Avoid loop error during ccxt tests 2022-08-17 14:31:40 +02:00
Matthias
e7902bffa0 Remove checks for dataprovider existance - it's available in all modes. 2022-08-17 10:57:25 +02:00
Matthias
8d182768f9 stoploss should also use trimmed prices 2022-08-17 09:57:11 +02:00
Matthias
0b0e7eaf96 Mutex TTL Cache accesses which can be accessed by multiple threads 
Apparently, cachetools is (intentionally) not threadsafe
when using the Caches directly.
It's therefore recommended to wrap these with an explicit lock to avoid
problems.

source: https://github.com/tkem/cachetools/issues/245

closes #7215
 2022-08-16 19:48:21 +02:00
Matthias
24690c1918 Don't convert open_rate to precision 
this may cause more problems than it solves.
 2022-08-16 18:32:00 +02:00
Matthias
3b44dc52e1 Minor corrections 2022-08-16 18:10:48 +02:00
Matthias
ea6bc47d7a gateio default configs should specify unknown_fee_rate 2022-08-16 17:26:53 +02:00
Matthias
a1e4fbf313 Run price_to_precision for dry-run orders 2022-08-16 17:23:49 +02:00
Matthias
1ac81aa316 Show message if fee update failed due to missing 
closes #7234
 2022-08-16 17:09:23 +02:00
robcaulk
4c0fda400f fix input shape warning for LGBMClassifier, add sample_weights/eval_weights 2022-08-16 11:41:53 +02:00
Matthias
fa89368c02 Add test for precision backpopulation 2022-08-16 11:11:52 +02:00
Matthias
96d2f61812 Properly round timestamps to avoid constant log messages 2022-08-16 10:22:59 +02:00
Matthias
15a1c59a91 Backtesting should cache precisionMode 2022-08-16 10:15:19 +02:00
Matthias
a73e4f8e41 Truncate amount before comparing for closure 2022-08-16 09:49:53 +02:00
Matthias
2fb7a3091d Improve backfill of precisions 2022-08-16 09:32:31 +02:00
Matthias
711b6b1a1a Merge branch 'develop' into precise_calcs 2022-08-16 09:29:39 +02:00
Matthias
a5b438e41e Run price_to_precision for dry-run orders 2022-08-16 09:28:23 +02:00
Matthias
1dd56e35d5 Ensure comparisions align when closing a trade 2022-08-16 08:21:02 +02:00
Matthias
e818797427 Minor fix in amount_to_precision logic 2022-08-15 20:29:05 +02:00
Matthias
c0bdb71810 Update docstring 2022-08-15 20:06:29 +02:00
Matthias
f2b6ff910f Accept wrong pair in get_precision_amount 2022-08-15 20:05:22 +02:00
Matthias
09ee9089fb
Merge pull request #6832 from freqtrade/feat/freqai 
Freqai: an interface for users to build/train/backtest predictive models and run them live
 2022-08-15 20:03:08 +02:00
Matthias
e6af9a6903 Allow empty precisionMode on conversions 2022-08-15 20:00:15 +02:00
Matthias
c3f159bd57 Add precision fields to database 2022-08-15 19:58:40 +02:00
Matthias
22241c55d5 Add methods to get precision_amount from markets 2022-08-15 19:56:25 +02:00
Matthias
15e85797c2 Simplify to_precision tests and imports 2022-08-15 08:51:15 +02:00
Matthias
6c32331740 Move precision calculations to standalone functions 2022-08-15 08:43:58 +02:00
Matthias
c7e1719215 Fix interface import sorting 2022-08-15 06:53:02 +02:00
robcaulk
006b11e5d5 fix leftover bug in indicator population 2022-08-14 21:42:55 +02:00
robcaulk
8961b8d560 merge in inference timer and historic predictions handling improvements. 2022-08-14 20:31:15 +02:00
robcaulk
ad846cdb76 fix lock bug, update docstring 2022-08-14 20:24:29 +02:00
Matthias
464d99808f Update doc table formatting 2022-08-14 18:22:01 +02:00
Matthias
a29402ddde Rename and move analysis_lock to data_kitchen 2022-08-14 17:23:14 +02:00
Matthias
3a9ec76c91 Move "freqai.lock" to backend to simplify user interface 2022-08-14 17:19:50 +02:00
Matthias
044cf8bb2e Allow new whitelist combination in "button" commands 2022-08-14 08:41:25 +02:00
Matthias
22ac291c3a
Merge pull request #7211 from ecoppen/rpc/whitelist_options 
Optional /whitelist args - sorted, nobase
 2022-08-14 08:26:21 +02:00
Robert Caulk
c9c128f781 finalize logo, improve doc, improve algo overview, fix base tensorflowmodel for mypy 2022-08-14 02:49:01 +02:00
robcaulk
58de20af0f make BaseClassifierModel. Add predict_proba to lightgbm 2022-08-13 20:07:31 +02:00
robcaulk
31be707cc8 clean up code, add docstrings 2022-08-13 19:40:24 +02:00
robcaulk
3e38c1b0bd take dynamic sized tail off historic_predictions as return dataframe to strategy. 2022-08-13 19:40:24 +02:00
robcaulk
7d448fd4ac allow fit_live_predictions access to current pair 2022-08-13 19:40:24 +02:00
robcaulk
1f192be43b avoid denormalizing labels twice 2022-08-13 19:40:24 +02:00
robcaulk
b1b76a2dbe debug classifier with predict proba 2022-08-13 19:40:24 +02:00
robcaulk
23cc21ce59 add predict_proba to base classifier, improve historic predictions handling 2022-08-13 19:40:24 +02:00
Matthias
7075b00e20 Remove odd dry run stoploss behavior 
closes #7208
 2022-08-13 11:37:23 +02:00
Matthias
5aaab75d1c Add test for dynamic_pairlist_expand 2022-08-13 10:18:57 +02:00
Matthias
b682fc446e Graciously fail if strategy has freqAI code, but freqAI is not enabled. 2022-08-13 09:53:18 +02:00
Matthias
3918f4abbd Simplify strategy interface by removing explicit self.freqai_info assignment 2022-08-13 09:27:56 +02:00
Matthias
3b827ee60a Add "freqai.enabled" flag to disable freqAI via config flag 
aligns with how other optional modules work in freqtrade.
 2022-08-13 09:24:04 +02:00
Matthias
f6545ebdb8 Disallow backtesting with --strategy-list for now. 2022-08-13 09:10:03 +02:00
Matthias
e3a5b97b45 Update recalc_from_trades to use FtPrecise 2022-08-13 08:43:56 +02:00
Matthias
3bcb47d75d Remove usage of Decimal 2022-08-13 08:43:56 +02:00
Matthias
902afc2f02 Use FtPrecise in interest calculation 2022-08-13 08:43:56 +02:00
Matthias
0e61c2d057 Replace Decimal with FtPrecise in trade_model 2022-08-13 08:43:56 +02:00
Matthias
df701b5862 Merge branch 'develop' into feat/freqai 2022-08-13 08:43:24 +02:00
ecoppen
923f73a516 nobase -> baseonly 2022-08-12 19:56:46 +01:00
robcaulk
fb4b73ce89 ensure dates are saved 2022-08-12 12:03:44 +02:00
Matthias
cc885e25ac Improve NAN Handling in RPC 2022-08-11 20:16:07 +02:00
Matthias
de690b0a69 Use PEP440 compatible versioning 2022-08-11 20:08:40 +02:00
Matthias
dd4e44931e Improve NAN handling in RPC module 2022-08-11 15:02:52 +00:00
robcaulk
2cae3c42e6 remove trade database analyzer, clean up a bit 2022-08-10 17:43:06 +02:00
ecoppen
c0d60c63ab Optional /whitelist args - sorted, nobase 
Added two optional arguments for whitelist - `sorted` for alphabetical order and `nobase` for displaying the whitelist without base currency e.g. /USDT.

Updated help with optional commands.

Added a space in an unrelated help message.
 2022-08-10 14:56:38 +01:00
Matthias
ed004236ce Add float initializer to FtPrecise 2022-08-10 11:54:07 +00:00
Matthias
e7cb1b7375 Wrap Precise into FtPecise 2022-08-10 11:26:06 +00:00
Matthias
adc8ee88e2 Move periodicCache to Utils package 2022-08-10 08:57:19 +00:00
Matthias
573964b19f Dry Market orders should update "remaining" 2022-08-10 07:12:56 +02:00
Matthias
53251e7140
Merge pull request #7194 from freqtrade/rpc/partial_forceexit 
Partial forceExit
 2022-08-10 07:12:40 +02:00
Matthias
ce2c9bf26d Slight renaming of variable 2022-08-10 06:44:41 +02:00
Matthias
736884c5a9 Orders should be allowed to have empty fill/remaining values 2022-08-09 20:43:58 +02:00
Matthias
b5c5a95b64 FTX: Use conditionalOrders endpoint to get proper stop-market order id 
closes #7165
 2022-08-09 20:09:35 +02:00
robcaulk
5a16d5a512 Deactivate database analyzer if user does not use sqlite 2022-08-09 16:36:22 +02:00
robcaulk
e7de812948 Allow user to user pair_dict for persistent storage of custom data 2022-08-09 16:03:10 +02:00
robcaulk
aef086b02e Improved dict typing, timeframe parser, collect dates associated with training data points 2022-08-09 15:30:25 +02:00
Matthias
9a82898d6b Merge branch 'develop' into feat/freqai 2022-08-09 06:22:57 +02:00
Matthias
77b3b8a134 Use main exchange instead of creating a separate instance. 2022-08-08 18:34:11 +00:00
robcaulk
ea64f43e52 bring back auto DF resizing for okx 2022-08-08 01:13:13 +02:00
robcaulk
67c722c9c8 fix asyncio bug 2022-08-07 14:48:39 +02:00
Matthias
e48e82232d Force response API to js to fix faulty system configs 
closes #7147
 2022-08-07 10:42:56 +02:00
Matthias
0b2104fc7a Properly increment the api version 2022-08-07 10:13:36 +02:00
Matthias
6ded2d5b7c Improve forceexit API test 2022-08-07 09:47:11 +02:00
Matthias
d1998f7ed0 Fix forceexit calling 2022-08-07 09:47:11 +02:00
Matthias
eff8cd7ecb Add leverage to force_entry 2022-08-07 09:47:11 +02:00
Matthias
daf015d007 extract nested force_exit function to private instance function 2022-08-07 09:47:11 +02:00
Matthias
82aecc81f3 Accept parameters to forceexit 2022-08-07 09:47:11 +02:00
robcaulk
eb8bde37c1 Add lightgbm classifier, add classifier check test, fix classifier bug. 2022-08-06 17:51:21 +02:00
Matthias
bfa859e618 Remove unnecessary method (simplify) 2022-08-06 17:46:58 +02:00
Matthias
5250189f77 Add Rollback function to Trade 
simplifies Session work
 2022-08-06 17:03:49 +02:00
Matthias
47a30047eb Fix typo 2022-08-06 15:03:10 +02:00
Matthias
b16f57cb0d Minor stylistic fixes 2022-08-06 14:55:46 +02:00
Robert Caulk
c172ce1011 improve flexibility of user defined prediction dataframe 2022-08-06 13:51:19 +02:00
Matthias
45d68222a1 Reduce verbosity of Fiat Converter 2022-08-06 13:18:40 +02:00
Matthias
f8f1ade163 Reduce function complexity by extracting message sending 2022-08-06 09:21:11 +02:00
Matthias
2687633941 Test iterative sending of /status 2022-08-06 09:16:04 +02:00
Matthias
b12dd15f4f Send multiple messages in /status if required 2022-08-06 09:10:12 +02:00
Robert Caulk
07763d0d4f add classifier, improve model naming scheme 2022-08-06 08:33:55 +02:00
Robert Caulk
ce8fbbf743 ensure loading historical df matches frequi indices 2022-08-06 07:25:59 +02:00
robcaulk
60d782e5c5 remove unnecessary function 2022-08-05 21:31:32 +02:00
robcaulk
a42a060ab5 fix DB once and for all. Make DBSCAN more efficient and robust. 2022-08-05 21:29:03 +02:00
Robert Caulk
a3799c4d5d start frequi with historical data if available 2022-08-05 18:27:47 +02:00
robcaulk
29b7b014e5 fix bug in DB path initialization 2022-08-05 18:19:26 +02:00
robcaulk
db1d367941 fix bug associated to fit_live_predictions_candles 2022-08-05 13:46:20 +02:00
robcaulk
26de992d20 ensure user sets startup candles in backtesting mode 2022-08-05 12:23:14 +02:00
robcaulk
05ec5c5e54 generalize database url path for any db type 2022-08-05 12:19:29 +02:00
Matthias
9545402452 Improve defaults for config builder 2022-08-05 11:58:09 +02:00
Matthias
7675187c37 Use telegram message length to avoid constants 2022-08-05 07:31:19 +02:00
Matthias
cffc769549 Fix /profit endpoint calculations for partial sells 
* don't recalculate for closed trades
* include realized_profit in the calculation

part of #7178
 2022-08-05 07:26:41 +02:00
Robert Caulk
51a6b4289f improve DBSCAN performance for subsequent trainings 2022-08-04 17:41:58 +02:00
Robert Caulk
fe1b8515a8 fix bug in DBSCAN, update doc 2022-08-04 17:00:59 +02:00
robcaulk
29225e4baf add DBSCAN outlier detection feature, add supporting documentation 2022-08-04 12:15:16 +02:00
Matthias
95327750dc Final abs. profit should not be doubled in rpc messages 2022-08-04 07:07:54 +02:00
robcaulk
eae82d0222 fix bug with database url during backtesting. comment out example trade db analysis. 2022-08-03 16:17:57 +02:00
robcaulk
95d3009a95 give user ability to analyze live trade dataframe inside custom prediction model. Add documentation to explain new functionality 2022-08-02 20:14:02 +02:00
Matthias
d75e0a9820 Fix Flake8 errors after flake update 2022-08-01 06:43:59 +02:00
robcaulk
3013282dbf remove non-catboost stuff from schema 2022-08-01 05:39:38 +02:00
robcaulk
946d4c7cfc fix trailing whitespace for flake8 2022-07-31 18:39:46 +02:00
robcaulk
4e68626bcb ensure convolutional window is prepended for frequi consistency 2022-07-31 17:51:19 +02:00
robcaulk
d830105605 *BREAKING CHANGE* remove unnecessary arguments from populate_any_indicators(), accommodate tests 2022-07-31 17:05:29 +02:00
robcaulk
153336d424 move corr_pairlist expansion to after expand_pairlist() 2022-07-31 15:45:28 +02:00
Matthias
659870312d Use JSON Schema validation for freaAI schema validation 2022-07-31 15:23:27 +02:00
Kavinkumar
a4bada3ebe
Partial exit using average price (#6545) 
Introduce Partial exits
 2022-07-31 14:19:04 +02:00
Matthias
369c6da5d8
Merge pull request #7146 from freqtrade/fix/liquidation 
Update liquidation price handling
 2022-07-31 08:09:54 +02:00
Matthias
bad15f077c Simplify fetch_positions by using already existing method 2022-07-30 17:49:06 +02:00
Matthias
fc31c890e3
Merge pull request #7135 from freqtrade/rpc/sendmsg 
Strategy allow rpc messages
 2022-07-30 16:15:00 +02:00
Matthias
d046f0cc5e Improve method wording for liquidation price setter 2022-07-30 16:11:31 +02:00
Matthias
dba7a7257d Use stop_or_liquidation instead of stop_loss 2022-07-30 16:10:16 +02:00
Matthias
845cecd38f Add stoploss or liquidation property 2022-07-30 16:10:16 +02:00
Matthias
15752ce3c2 Rename set_stoploss method to be fully private 2022-07-30 16:10:16 +02:00
Matthias
9852733ef7 Improve tests to align with modified logic 2022-07-30 16:10:16 +02:00
Matthias
8711b7d99f Liquidations cannot be rejected. 2022-07-30 16:10:16 +02:00
Matthias
995be90f91 Liquidation should be a separate exit type 2022-07-30 16:10:16 +02:00
robcaulk
dd8288c090 expose full parameter set for SVM outlier detection. Set default shuffle to false to improve reproducibility 2022-07-30 13:40:05 +02:00
robcaulk
f22b140782 fix backtesting bug, undo move of label stat calc, fix example strat exit logic 2022-07-29 17:27:35 +02:00
robcaulk
08d3ac7ef8 add keras and conv_width to schema and documentation 2022-07-29 08:49:35 +02:00
robcaulk
59624181bd isort BaseRegressionModel imports 2022-07-29 08:23:44 +02:00
robcaulk
c84d54b35e Fix typing issue, avoid using .get() when unnecessary, convert to fstrings 2022-07-29 08:12:50 +02:00
Matthias
efbd83c56d Small type and typo fixes in freqai_interface 2022-07-28 07:24:30 +02:00
Matthias
a2a0d35a24 Update missing typehints 2022-07-28 07:07:40 +02:00
Matthias
3273881282 Merge branch 'develop' into feat/freqai 2022-07-28 06:36:38 +02:00
Matthias
cc3ead9d7b Set required_profit for stoploss guard, allowing to ignore small stoplosses. 
closes #7076
 2022-07-27 19:52:39 +02:00
Matthias
f31106dc61 Minor comment fixes 2022-07-27 07:27:24 +02:00
Matthias
7bac054668 Add documentation and clarity for send_msg 2022-07-26 20:24:52 +02:00
Matthias
229e8864bb Add send_msg capability to dataprovider 2022-07-26 20:15:49 +02:00
Matthias
bc760b7eb2 Simplify small segment in datadrawer 2022-07-26 19:41:49 +02:00
robcaulk
324e54c015 fix possible memory leak associated with Catboost Pool object 2022-07-26 17:29:29 +02:00
robcaulk
3f149c4067 fix return type in BaseTensorFlowModel 2022-07-26 16:01:54 +02:00
robcaulk
ad25a4cb56 reduce number of pair_dict lookups, remove coin_first 2022-07-26 15:58:40 +02:00
robcaulk
fb4e8430cd isort auto import sorting 2022-07-26 10:51:39 +02:00
robcaulk
e213d0ad55 isolate data_drawer functions from data_kitchen, accommodate tests, add new test 2022-07-26 10:24:14 +02:00
robcaulk
56b17e6f3c allow user to pass test_size = 0 and avoid using eval sets in prediction models 2022-07-25 19:40:13 +02:00
Matthias
4c68bec171 Fix problem in is_cancel_order_result_suitable 
fixes #7119
 2022-07-25 17:47:52 +02:00
Robert Caulk
897f18a8c8 ensure proper integer type casting for timestamps. Add check test for backtesting subdaily time periods 2022-07-25 15:07:09 +02:00
Robert Caulk
7b105532d1 fix mypy error and add test for principal component analysis 2022-07-25 11:46:59 +02:00
Robert Caulk
c9d46a5237 finish bringing follow_mode up to date 2022-07-25 09:24:40 +02:00
Robert Caulk
ab587747fb first fix for follower path bug 2022-07-24 23:32:24 +02:00
Matthias
520ee3f7a1 Convert freqAI into packages 2022-07-24 17:07:45 +02:00
Matthias
1885deb632 More docstring changes 2022-07-24 16:54:39 +02:00
Matthias
70b7a254af Update some areas to use default docstring formatting 2022-07-24 16:51:48 +02:00
Matthias
61c41fd919 Merge branch 'develop' into feat/freqai 2022-07-24 16:18:58 +02:00
Robert Caulk
88e10f7306 add exception for not passing timerange. Remove hard coded arguments for CatboostPredictionModels. Update docs 2022-07-24 09:01:23 +02:00
Robert Caulk
fff39eff9e fix multitarget bug 2022-07-24 08:42:50 +02:00
Matthias
2eb1d18c2a Don't load leverage tiers when not necessary 2022-07-23 19:56:38 +02:00
robcaulk
f3d46613ee move prediction denormalization into datakitchen. remove duplicate associated code. avoid normalization/denormalization for string dtypes. 2022-07-23 17:14:33 +02:00
Matthias
81c1aa3c13 Update imports in freqAI sample strategies 2022-07-23 17:08:05 +02:00
Matthias
8a3cffcd1b Remove remaining CustomModel references 2022-07-23 17:08:05 +02:00
Matthias
8fa6e8b4ba Remove freqAI model bridge in favor of self.freqai 2022-07-23 17:08:05 +02:00
robcaulk
c91e23dc50 let user avoid normalizing labels 2022-07-23 16:14:13 +02:00
robcaulk
50d630a155 remove unnecessary comments from data_drawer.py 2022-07-23 13:35:44 +02:00
robcaulk
a1cff377ec add record of contribution to data_kitchen.py 2022-07-23 13:32:04 +02:00
robcaulk
c2d6a0e891 add record of contribution to doc and source 2022-07-23 13:04:06 +02:00
Matthias
e97468964a Add support for --timeframe-detail in hyperopt 
fix #7070
 2022-07-23 08:52:03 +02:00
robcaulk
5559e605b8 small PR conversation resolutions 2022-07-22 17:46:14 +02:00
robcaulk
40f00196eb use cloudpickle in place of pickle. define Paths once in data_drawer. 2022-07-22 17:37:51 +02:00
robcaulk
98c8a447b2 add LightGBMPredictionMultiModel 2022-07-22 12:40:51 +02:00
robcaulk
afcb0bec00 clean up obsolete comments, move remove_features_from_df to datakitchen 2022-07-22 12:29:20 +02:00
robcaulk
3205788bce extend doc to include descriptions of the return values from FreqAI to the strategy 2022-07-21 22:11:46 +02:00
robcaulk
8033e0bf23 add counter to backtesting log so users know how many more pairs and how many more models will need to be trained 2022-07-21 13:22:12 +02:00
robcaulk
183dec866a remove ability to backtest open ended timeranges (safer) 2022-07-21 13:02:52 +02:00
robcaulk
e694ea1cfd make sure backtesting gets the populated indicators with slimmed down user strat 2022-07-21 12:48:09 +02:00
robcaulk
ca4dd58642 remove superceded function from datakitchen 2022-07-21 12:40:54 +02:00
robcaulk
8f86b0deaa *breaking change* simplify user strat by consolidating feature loops into backend 2022-07-21 12:24:22 +02:00
robcaulk
e7337728bf add separator in folder name just incase an asset ends in an integer 2022-07-21 11:25:28 +02:00
robcaulk
921a7ef216 add requirements-freqai.txt to builds 2022-07-20 15:51:25 +02:00
robcaulk
d43c146676 add more tests for datakitchen functionalities, add regression tests for freqai_interface train/backtest 2022-07-20 12:56:46 +02:00
lolong
9c051958a6
Feat/freqai (#7105) 
Vectorize weight setting, log training dates

Co-authored-by: robcaulk <rob.caulk@gmail.com>
 2022-07-19 17:49:18 +02:00
robcaulk
714d9534b6 start adding tests 2022-07-19 16:16:44 +02:00
lolong
ed0f8b1189
Improve FreqAI documentation (#7072) 
Improve doc + some other small fixes

Co-authored-by: robcaulk <rob.caulk@gmail.com>
 2022-07-18 11:57:52 +02:00
Robert Caulk
921f3899f0 revert pickle reading for historic predictions 2022-07-17 16:06:36 +02:00
Robert Caulk
41eeb99177 load pickle file for writing 2022-07-17 10:05:21 +02:00
Matthias
05a5ae4fcf Update plotting to use entry/exit terminology 2022-07-16 22:28:46 +02:00
Robert Caulk
9d184586f1 fix bug in historic prediction saving 2022-07-16 21:16:59 +02:00
Matthias
f6bfd89cef Merge branch 'develop' into feat/freqai 2022-07-16 18:14:34 +02:00
Matthias
423af371c0 Simplify calculation by calling "get_fee" only once 2022-07-16 17:59:05 +02:00
Matthias
4172f92bfc simplify dry-run taker/maker selection 2022-07-16 17:25:13 +02:00
Matthias
8b2535a8da Update Typing for fees 2022-07-16 15:42:17 +02:00
Matthias
8d2e22f009 Merge branch 'develop' into pr/samgermain/6780 2022-07-16 15:35:00 +02:00
Matthias
004bf31142
Merge pull request #7093 from freqtrade/fix/gate_futures_stoposs 
gateio futures - several fixes
 2022-07-16 15:18:32 +02:00
Matthias
357000c478 Extract exchange validation to separate method 2022-07-16 13:45:26 +02:00
Matthias
d03dfb3934 Oder cost is real cost (including leverage) 2022-07-16 13:14:21 +02:00
Matthias
ed64e4299b Stoploss orders should also be eligible to update closed fees 2022-07-16 13:14:21 +02:00
Matthias
415780a4fe gateio order cost is not in contracts 
closes #7081
 2022-07-16 13:14:21 +02:00
Matthias
7b8a5585dd Fetch 2ndary stoploss order once the order triggered. 2022-07-16 13:14:21 +02:00
Matthias
7c4dd4c48c Support fee cost as string 
closes #7056
 2022-07-16 13:14:21 +02:00
Matthias
40e2da10f3 Add hypeorpt cloudpickle magic 
closes #7078
 2022-07-16 11:49:33 +02:00
Wagner Costa Santos
ca2029a46b fix issue when bot restarts with same identifier, does not load prediction history 2022-07-14 18:55:24 -03:00
Matthias
cdc58058d7 Add candletype to notebook example 
closes #7084, closes #7073
 2022-07-14 19:40:26 +02:00
robcaulk
4141d165ff add BaseTensorFlowModel class 2022-07-12 19:10:09 +02:00
robcaulk
ef409dd345 Add ground work for TensorFlow models, add protections from common mistakes 2022-07-12 18:09:17 +02:00
Robert Caulk
fea63fba12 Fix saving/loading historic predictions 2022-07-12 10:12:50 +02:00
Robert Caulk
8ce6b18318 start collecting indefinite history of predictions. Allow user to generate statistics on these predictions. Direct FreqAI to save these to disk and reload them if available. 2022-07-11 22:01:48 +02:00
Matthias
0669d93f56
Merge pull request #7068 from freqtrade/ccxt_ordertype_validations 
Ccxt ordertype validations
 2022-07-11 19:41:05 +02:00
Matthias
5c164efdb6 Also check for createLimitOrder as optionals 2022-07-11 16:09:12 +02:00
Matthias
f9d3775d4c Move "candle" logic for message to telegram 
this avoids calling this method unless necessary
 2022-07-11 14:09:39 +02:00
Matthias
9a3a2f9013 Simplify adding candle to message 2022-07-11 13:55:32 +02:00
Matthias
8e8f026ea7 Telegram candle message should be configurable 2022-07-11 12:14:19 +02:00
Matthias
ed03ef47ef Merge branch 'develop' into pr/SurferAdmin/6916 2022-07-11 11:49:22 +02:00
Matthias
ec3179156c Revert unwanted changes. 2022-07-11 11:48:24 +02:00
Matthias
3fc92b1b21 Create BaseRegression model - designed to reduce code duplication across currently available models. 2022-07-11 11:33:59 +02:00
Matthias
6ac1aa15f5 Reenable ccxt order checks 2022-07-11 10:36:19 +02:00
Matthias
523d8a84a8 skip "supports market order" for now until CCXT fixes their assignemnt bugs. 2022-07-11 10:22:51 +02:00
Matthias
7d6b3d0e02 Update hyperopt param docs to be clear that non-conclusive parameters will be ignored 2022-07-11 08:17:16 +02:00
Robert Caulk
607455919e Change config parameter names to improve clarity and consistency throughout the code (!!breaking change, please check discord support channel for migration instructions or review templates/FreqaiExampleStrategy.py config_examples/config_freqai_futures.example.json file changes!!) 2022-07-10 12:35:44 +02:00
Matthias
819cc9c0e4 Fully align LightGBM with Catboost 2022-07-10 11:06:18 +02:00
Matthias
58b18770e3 Fix LightGBM missing argument in predict method 2022-07-10 11:05:35 +02:00
Matthias
9313a2d294 Update leverage tiers to latest version 2022-07-10 10:11:39 +02:00
Matthias
2e1061af64 Fix faulty LightGBM model 2022-07-09 08:21:42 +00:00
Matthias
c98e7ea055 Revert allowing empty currency for futures 2022-07-09 08:57:15 +02:00
Matthias
b7167ec880 Fix wrong fee calclulation for gateio futures 2022-07-09 08:51:59 +02:00
Matthias
5b733a723d use "fees" for trades responses 2022-07-09 08:51:28 +02:00
Matthias
81f7d77d74 Allow fee currency to be empty for futures 2022-07-09 08:51:28 +02:00
Matthias
2499276fca Refactor calculate_fee_rate to take separate parameters instead of an "Order" 
we passed in a trade object anyway
 2022-07-09 08:51:28 +02:00
Matthias
e52f82b565 Add leverage to custom_stake_amount callback 
closes #7047
 2022-07-08 19:44:20 +02:00
Matthias
b39508f64d remove loadMarkets from "required" section, 
it's now implied that all ccxt exchanges provide this method.
 2022-07-07 19:44:54 +02:00
robcaulk
d9acdc9767 remove excess, increase no model warning clarity 2022-07-06 18:20:21 +02:00
Matthias
dbc3376fe9 Add alias for gate to gateio 2022-07-06 07:12:13 +02:00
robcaulk
514f7d491c change rejected to denied 2022-07-05 12:58:43 +02:00
robcaulk
647f9b5460 replace the word abortion with rejected in log messages 2022-07-05 12:49:09 +02:00
robcaulk
4cac67fd66 Catch infrequent issue associated with grabbing first candle 2022-07-05 12:43:33 +02:00
Matthias
6f0721ae2b Update dry-order-fix to use sqlalchemy internals 2022-07-04 17:17:39 +02:00
Matthias
6da3fa08e4 Update migrations to also support Postgres 
closes #7038
 2022-07-04 11:14:59 +02:00
robcaulk
bd3a6ba2fe update backtesting to handle new output framework 2022-07-03 17:34:44 +02:00
robcaulk
8ac8d53c32 All LGBMRegressor model parameters are now set in config 2022-07-03 16:30:01 +02:00
robcaulk
a6077ac7f4 Merge feat/freqai into develop to get new features 2022-07-03 16:17:13 +02:00
Matthias
07aa372e2a Ensure bot_loop_start is called in hyperopt, too 
closes #7001
 2022-07-03 14:10:59 +02:00
Matthias
c5e6520fee Reorder methods in freqtradebot 2022-07-03 13:35:26 +02:00
robcaulk
4ff0ef7359 fix bug returning multiple targets for training 2022-07-03 12:15:59 +02:00
Matthias
f2fdc21374 Only use exit_tag if exit_type i exit_signal 
closes #7027
 2022-07-03 11:07:05 +02:00
robcaulk
ffb39a5029 black formatting on freqai files 2022-07-03 10:59:38 +02:00
robcaulk
106131ff0f Rehaul organization of return values 2022-07-02 18:09:38 +02:00
robcaulk
93e1410ed9 first step toward cleaning output and enabling multimodel training per pair 2022-07-01 14:00:30 +02:00
robcaulk
6c7d02cb18 expose nu in the SVM outlier detection via svm_nu in config 2022-06-28 15:12:25 +02:00
robcaulk
7dfbd432d1 fix config saving bug, assign priorities to pairs in scanning, sleep the scanning loop to reduce CPU usage 2022-06-27 11:35:33 +02:00
robcaulk
68bafa9517 archive config to the model folder, filter out features before returning dataframe to strategy (to alleviate frequi issues)` 2022-06-26 23:03:48 +02:00
robcaulk
051b99791d reduce unnecessary verbosity, fix error on first training sweep, add LightGBMPredictionModel 2022-06-26 19:04:23 +02:00
Matthias
2b07d34611 Revert several undesired changes 2022-06-23 20:47:51 +02:00
Matthias
8bf0bf10c5 Merge branch 'develop' into pr/SmartManoj/6859 2022-06-23 20:43:35 +02:00
Surfer
06571e99aa
Merge branch 'freqtrade:develop' into develop 2022-06-22 09:38:23 -04:00
Matthias
53e5483daa Store StopPrice for dry-run orders 
closes #6996
 2022-06-22 06:31:51 +02:00
Surfer
cc4e5b26f0
Merge branch 'freqtrade:develop' into develop 2022-06-21 14:16:03 -04:00
Surfer Admin
e2a94d75b4 Merge branch 'develop' of https://github.com/Surfableio/freqtrade into develop 2022-06-21 14:06:56 -04:00
Surfer Admin
405ea74f16 stopPrice 2022-06-21 14:06:41 -04:00
Matthias
3a0f31fe89
Merge pull request #6914 from freqtrade/leverage_tiers_async 
Leverage tiers async
 2022-06-21 10:18:40 +02:00
Robert Caulk
852706cd6b
Fix default behavior for expiration_hours 2022-06-21 08:12:51 +02:00
robcaulk
b35c64b6c0 fix bug in backtest, typo in example strat 2022-06-19 16:41:09 +02:00
Matthias
0d967f93ba Improve performance of some RPC calls 
These don't need orders to be loaded. As a side-effect, this will
also reduce the strain on the database.
 2022-06-19 16:13:04 +02:00
Matthias
0809f9aef6 Add offset to trade response 2022-06-18 19:27:05 +02:00
Matthias
bb61250bfe
Merge pull request #6987 from freqtrade/profit_metrics 
Profit metrics
 2022-06-18 17:20:20 +02:00
Matthias
0168343b76 Add trading-volume to api schema 2022-06-18 16:53:25 +02:00
Matthias
474e6705e6 Add Profit factor to backtesting 2022-06-18 16:35:40 +02:00
Matthias
8c46d19071 Fix backtesting bug 
balance was never released on cancelled trades
 2022-06-18 16:27:54 +02:00
robcaulk
3599d18ff6 fix bug in follow_mode, thanks @blood4rc 2022-06-18 12:05:28 +02:00
Matthias
40c9abc7e1 Add trading volume to /profit output 2022-06-18 11:40:32 +02:00
Matthias
6a15d36d14 Add Drawdown and profit_factor to /profit 
#6816
 2022-06-18 11:14:28 +02:00
Matthias
d77ce468ea Add "dry" hint to buy/sell messages 
part of #6962
 2022-06-18 09:40:53 +02:00
Matthias
03815cb81b Use fstrings in telegram messaging 2022-06-18 09:23:16 +02:00
Matthias
d62273294d Update /help for /fx to align with actual command name 
closes #6985
 2022-06-18 09:10:33 +02:00
Matthias
017fd03180 Fix but with late entries in backtesting 2022-06-18 09:05:22 +02:00
Matthias
616bf315cb gateio: futures market orders require IOC to be set. 2022-06-17 23:02:39 +02:00
Matthias
fda8248d41 Gateio allow market orders on futures markets 2022-06-17 22:43:24 +02:00
robcaulk
6da7a98857 add docstrings to new functions, remove superceded code 2022-06-17 16:16:23 +02:00
robcaulk
f631ae911b add model expiration feature, fix bug in DI return values 2022-06-17 14:55:40 +02:00
Matthias
6bdf9c2a94 Simplify trade profit calculations further 2022-06-17 11:17:05 +00:00
Matthias
91f9818ae3 Simplify trade calculations 2022-06-17 09:53:29 +00:00
Matthias
d7770c507b Remove implicit use of certain rates in profit calculations 2022-06-17 07:00:42 +00:00
robcaulk
0b0688a91e ensure scanning purges models 2022-06-16 16:12:38 +02:00
Surfer
36f7315481
Merge branch 'freqtrade:develop' into develop 2022-06-16 08:19:57 -04:00
robcaulk
c5de0c49e4 first functional scanning commit 2022-06-16 00:24:18 +02:00
robcaulk
4d472a0ea1 merging datarehaul into scanning branch 2022-06-16 00:22:49 +02:00
Matthias
8f32fa5cb3 Avoid exception on exchange recycling if __init__ fails 2022-06-15 20:13:07 +02:00
Matthias
f9e2e87346 Improve some formatting and typehints 2022-06-15 20:03:36 +02:00
Matthias
ec40e79362
Merge pull request #6874 from froggleston/buy_reasons 
Buy reasons
 2022-06-15 19:06:00 +02:00
froggleston
14110bd5ca Merge branch 'buy_reasons' of github.com:froggleston/freqtrade into buy_reasons 2022-06-15 11:25:24 +01:00
froggleston
c391ca08de Change backtesting-analysis options to space separated lists 2022-06-15 11:25:06 +01:00
Matthias
29d8aeb9b3 Don't fail on invalid parameter 2022-06-15 07:13:47 +02:00
Matthias
3c62df6b86 Ensure the same timestamp is used for backtest and signal export 2022-06-15 06:53:52 +02:00
froggleston
6bb342f23a Add export-filename support 2022-06-14 16:54:27 +01:00
Matthias
01a68e1060 Remove unnecessary check and condition 2022-06-13 20:48:49 +02:00
Matthias
1ffee96bad Fix protection parameters not loading from parameter file 
closes #6978
 2022-06-13 19:59:05 +02:00
Matthias
d5fd1f9c38 Improve order filled handling 2022-06-13 13:24:48 +00:00
Matthias
c981ad4608 Fix missing space 2022-06-12 08:31:02 +02:00
Matthias
75a248cf42 Fstring freqAI sample strategy, remove duplicate features 2022-06-11 19:56:37 +02:00
Matthias
2e1ed132f7
Merge pull request #6964 from freqtrade/rpc_rel_daily 
Telegram / api daily relative profit
 2022-06-11 19:31:32 +02:00
Matthias
9c65fad73f Merge Pull request #6919 into develop 2022-06-11 17:49:32 +02:00
Matthias
4b70e03daa Add some rudimentary tsts for discord webhook integration 2022-06-11 17:49:23 +02:00
Matthias
fdfa94bcc3 make discord notifications fully configurable. 2022-06-11 17:43:46 +02:00
Matthias
f816c15e1e Update discord message format 2022-06-11 16:48:28 +02:00
Matthias
3a06337601 Update API to provide new values. 2022-06-11 11:28:45 +02:00
Matthias
9ba11f7bcc Update docs and tests for new daily command 2022-06-11 11:26:49 +02:00
Matthias
76827b31a9 Add relative profit to daily/weekly commands 2022-06-11 11:18:21 +02:00
robcaulk
eb47c74096 merge datarehaul into main freqai branch 2022-06-10 20:26:19 +02:00
Matthias
76f87377ba Reduce decimals on FIAT daily column 2022-06-10 20:18:53 +02:00
Matthias
e8f8cd9d36
Merge pull request #6960 from italodamato/opt-ask-force-new-points 
remove `random_state` condition when sampling random points
 2022-06-10 19:45:36 +02:00
Italo
7142394121 remove random_state condition 
otherwise the random sample always draws the same set of points
 2022-06-10 09:46:45 +01:00
Matthias
ad3c01736e time aggregate to only query for data necessary 
improves the query by not creating a full trade object.
 2022-06-10 07:26:53 +02:00
Matthias
2218313f5c
Merge pull request #6957 from freqtrade/rpc_consolidate_daily 
Rpc consolidate daily
 2022-06-10 06:39:59 +02:00
Italo
dce9fdd0e4 don't overwrite is_random 
this should fix issue #6746
 2022-06-09 20:06:23 +01:00
Matthias
8fb743b91d improve variable wording 2022-06-09 20:13:26 +02:00
Matthias
dd32127014
Merge pull request #6944 from gaugau3000/develop 
give extra info on rate origin for confirm_trade_*
 2022-06-09 20:10:29 +02:00
Matthias
1ddd5f1901 Update docstring throughout the bot. 2022-06-09 19:41:08 +02:00
Matthias
88f8cbe172 Update tests to reflect new naming 2022-06-09 19:38:18 +02:00
Matthias
a547001601 Reduce Telegram "unit" stats 2022-06-09 07:06:32 +02:00
Matthias
d4dd026310 Consolidate monthly stats to common method 2022-06-09 07:06:32 +02:00
Matthias
3cb15a2a54 Combine weekly and daily profit methods 2022-06-09 07:06:32 +02:00
Matthias
c550cd8b0d Simplify query in freqtradebot 2022-06-09 07:04:46 +02:00
Matthias
7eacb847b0 Fix backtesting bug when order is not replaced 2022-06-08 20:21:45 +02:00
robcaulk
d9b79d94e4 increase candle update flexibility to allow long sequential trainings that may last more than one candle 2022-06-07 20:57:10 +02:00
robcaulk
66800c7a45 ensure newest candles are always appended 2022-06-07 20:24:23 +02:00
robcaulk
f8f25e36ef update example config/strat 2022-06-07 19:54:45 +02:00
robcaulk
15d049cffe detect if upper tf candles are new or not, append if so. Correct the epoch for candle update check 2022-06-07 19:49:20 +02:00
Matthias
9534d6cca1 Cancel orders which can no longer be found after several days 2022-06-07 07:03:40 +02:00
robcaulk
cab8f517b4 add lock to datadrawer 2022-06-07 01:07:30 +02:00
robcaulk
4b26b6aaec add lock to any historic data access 2022-06-07 00:54:18 +02:00
Robert Caulk
3c2e314ee5
Fix bugs 2022-06-06 16:26:07 -06:00
Robert Caulk
e6c5e737a2
Fix other bugs 2022-06-06 16:24:32 -06:00
Robert Caulk
bf19055e53
Update function spelling 2022-06-06 15:56:12 -06:00
Robert Caulk
2451ed8c88
Quick bug fix 2022-06-06 15:11:54 -06:00
Matthias
0b806af487 Add orders column to btresult 2022-06-06 10:59:10 +02:00
Matthias
79107fd062 Add minimal order object serialization 2022-06-05 22:12:27 +02:00
Matthias
8369d5bedd Include open orders in json responses 2022-06-05 22:12:27 +02:00
Matthias
c0ff554d5b Cleanup old, left open dry-run orders 2022-06-05 22:12:27 +02:00
Matthias
f709222943 Properly close out orders in backtesting 2022-06-05 22:12:27 +02:00
Matthias
c499bb051f Allow empty unfilledtimeout for webserver mode 2022-06-05 19:41:17 +02:00
Matthias
a790bad1e4 Add entry_tag to leverage callback 
closes #6929
 2022-06-05 10:24:54 +02:00
robcaulk
d6b8801f41 fix follower bug 2022-06-05 04:40:58 +02:00
robcaulk
e8c0dcf9f3 add debug message to timerange 2022-06-03 17:14:07 +02:00
robcaulk
f2762e3b4b fix bug in return_values() 2022-06-03 16:58:51 +02:00
robcaulk
16b4a5b71f rehaul of backend data management - increasing performance by holding history in memory, reducing load on the ratelimit by only pinging exchange once per candle. Improve code readability. 2022-06-03 15:19:46 +02:00
robcaulk
15a971346d catch infinity values when filtering 2022-06-02 17:13:20 +02:00
Robert Caulk
7d41542f93
process_only_new_candles in examplestrat should be True, thanks @Bloodhunter4rc 2022-06-02 07:24:08 -06:00
robcaulk
fea39254d9 fix custom_exit (thanks @paranoidandy) 2022-06-02 14:58:45 +02:00
robcaulk
b37c31cc21 fix ta-lib issue with simultaneous method access 2022-06-02 14:37:40 +02:00
robcaulk
4ac6ef2972 make defining period intervals more user friendly and flexible 2022-06-02 13:45:29 +02:00
robcaulk
ace951bf7e another queue bug fix for fresh starts 2022-06-02 13:28:06 +02:00
Anuj Shah
eb4adeab4d fix flake8 issues 2022-06-02 11:19:29 +05:30
Anuj Shah
45c47bda60 refactor into discord rpc module 2022-06-01 21:14:48 +05:30
Anuj Shah
afd8e85835 feat: add support for discord notification 2022-06-01 15:54:32 +05:30
robcaulk
833d25bda0 Save data after queue reorg 2022-06-01 08:05:38 +02:00
robcaulk
0b0dd8dd80 Force high priority pair to be trained before anything else. 2022-06-01 07:55:05 +02:00
Surfer Admin
7fe8b7661d Display the signal candle analyzed in telegram. 2022-05-31 15:46:43 -04:00
Matthias
34a44b9dd2 Fix backtesting bug when canceling orders 
closes #6911
 2022-05-31 20:32:41 +02:00
Matthias
66edbcd3d5 Fix slight backtesting bug in edge-case scenarios 2022-05-31 20:08:34 +02:00
robcaulk
7523ed825e automatically detect maximum required data based on user fed indicators (to avoid NaNs in dataset for rolling indicators), add new config parameter for backtesting to let users increase their startup_candles to accommodate high timeframe indicators, add docs to explain all. Add new feature for automatic indicator duplication according to user defined intervals (exhibited in example strat and configs now). 2022-05-31 18:42:27 +02:00
Matthias
3549176370 Update missleading docstring 
closes #6913
 2022-05-31 17:52:45 +02:00
Matthias
88845f6d88 Fix cancel order deleting trade 
if one order was successfully filled, the trade cannot be deleted.

closes #6907
 2022-05-31 17:49:51 +02:00
robcaulk
9b3b08a2bb let follower purge old model files 2022-05-31 15:37:38 +02:00
robcaulk
bac4ced382 Ensure follower predictions are persistent and uniquely stored 2022-05-31 14:35:04 +02:00
robcaulk
70adf55643 Automatically detect and change follower data_path to accommodate remote systems 2022-05-31 12:35:09 +02:00
robcaulk
0306f5ca13 Add autopurge feature so that FreqAI cleans up after itself when it no longer needs old models on disk 2022-05-31 11:58:21 +02:00
Matthias
cce8d1aa4d Update get_market_leverage_tiers to be async 2022-05-31 08:48:34 +00:00
Matthias
be6e0813db Remove --strategy from analysis test 2022-05-31 06:53:03 +02:00
robcaulk
45f4f0f603 ensure follower sends back null arrays in case leader hasnt created a model file yet 2022-05-31 01:48:48 +02:00
robcaulk
29d2f59f12 fix PCA bug 2022-05-31 00:40:45 +02:00
robcaulk
606f18e5c1 Add follow_mode feature so that secondary bots can be launched with the same identifier and load models trained by the leader 2022-05-30 21:35:48 +02:00
Matthias
c285ad0e2b Remove --strategy parameters, update docs 2022-05-30 20:26:24 +02:00
robcaulk
5b4c649d43 detect variable sized dataframes coming from strat, adjust our stored/returned data accordingly 2022-05-30 13:55:46 +02:00
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
Matthias
8e2c7e1298 extract detect_parameters to separate function 2022-05-30 07:26:26 +02:00
Matthias
eaa656f859 Hyperoptable parameters can be instance attributes 2022-05-30 07:07:47 +02:00
Matthias
386d3e0353 Rename stop/roi loading method 2022-05-30 06:52:44 +02:00
Matthias
ad8ff10a05 Minor doc changes 2022-05-30 06:32:46 +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
Matthias
056047f635 Fix --help 2022-05-29 20:07:02 +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
froggleston
9a068c0b14 Add test for each analysis group, remove default table output if not indicator-list 2022-05-29 16:25:31 +01:00
Matthias
e6affcc23e Move parameter file loading to hyper-mixin 2022-05-29 16:39:52 +02:00
Matthias
1ee08d22d2 Delay parameter init 
closes #6894
 2022-05-29 16:39:52 +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
froggleston
df1c36e5aa Change command name, use load_backtest_stats for strategy resolving 2022-05-29 11:54:27 +01:00
froggleston
c59209a01a Merge branch 'buy_reasons' of github.com:froggleston/freqtrade into buy_reasons 2022-05-29 11:20:32 +01:00
froggleston
e7c5818d16 First pass changes for cleaning up 2022-05-29 11:20:11 +01:00
Matthias
a875a7dc40 Use unified stopPrice for binance 2022-05-29 11:01:01 +02:00
Matthias
f64f2b1ad8 Fix /stats Formatting issue in multi-message settings 2022-05-29 10:34:22 +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
Matthias
24cf044646 Fix bybit spot mode 2022-05-27 08:18:04 +00:00
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
Matthias
43b7955fc2 Fully rely on pathlib 2022-05-26 19:37:55 +02:00
Matthias
682daa4e94 Reset logging mixin to avoid random test failure 2022-05-26 18:05:40 +02:00
Stefano Ariestasia
e1c6cf5f91 fix typo 2022-05-26 10:12:50 +09:00
Matthias
537d10c627 Improve some typing 2022-05-25 20:43:43 +02:00
Matthias
3e66275c98 Refactor bot_start to separate function 
to be reused further ...
 2022-05-25 20:01:21 +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
Matthias
b2968df5dc Fix some type problems 2022-05-25 10:13:37 +00:00
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
froggleston
2873ca6d38 Add cleanup, adjust _print_table for indicators, add rsi to test output 2022-05-25 09:57:12 +01:00
froggleston
3adda84b96 Update docs, add test 2022-05-24 20:27:15 +01:00
Matthias
d6773bc32c
Merge pull request #6886 from freqtrade/fix/typing 
Fix/typing
 2022-05-24 19:41:59 +02:00
Matthias
a8ee77cd5e Simplify backtesting typechecking 2022-05-24 19:13:35 +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
froggleston
8c03ebb78f Fix group 0 table, add pathlib.Path use 2022-05-24 12:48:13 +01:00
robcaulk
255d35976e add priority metadata to pairs to avoid a sync of train time + train period 2022-05-24 12:58:53 +02:00
froggleston
80c6190c05 Fix analyze_commands setup 2022-05-24 11:47:26 +01:00
froggleston
ae1ede58da Fix import order 2022-05-24 11:47:26 +01:00
froggleston
a1a09a802b Add analyze_commands 2022-05-24 11:47:25 +01:00
froggleston
9488e8992d First commit for integrating buy_reasons into FT 2022-05-24 11:47:25 +01:00
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
Matthias
7f3853bbcd
Merge pull request #6883 from freqtrade/makeProcessCandlesTrue 
Change default value of process_only_new_candles to True since False …
 2022-05-24 07:03:14 +02:00
Matthias
904f094b80 Don't reassign method, but implement it properly 2022-05-24 06:59:54 +02:00
Matthias
23e089061b
Merge pull request #6870 from freqtrade/should_exit_list 
Should exit list
 2022-05-24 06:57:50 +02:00
Matthias
0a713faca8 Fix some type errors 2022-05-24 06:54:16 +02:00
Matthias
f1a72e448a Align interfaces and strategy templates 2022-05-24 06:54:16 +02:00
Matthias
3f68c3b68e Update some types 2022-05-24 06:54:16 +02:00
Matthias
7f4161ff78 Add typehints to strategy wrapper 2022-05-24 06:54:16 +02:00
Matthias
07ec3b27fe Add typing information to retrier decorator 2022-05-24 06:54:16 +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
Matthias
42ae8ba6fb Refactor hyperopt parameters to separate file 2022-05-23 20:18:09 +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
5c4014ee62 Change default value of process_only_new_candles to True since False is an uncommon usecase for expert strategy devs 2022-05-23 10:24:58 +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
Matthias
eb5fe9e3ae
Merge pull request #6857 from froggleston/develop 
Add support for fudging unavailable funding rates, allowing backtesti…
 2022-05-23 06:31:51 +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
Matthias
e3beaae8be update hyperopt typing 2022-05-22 19:32:32 +02:00
Matthias
0b5544ef9e Stoploss fill should fill as "filled" notification 
Closes #6873
 2022-05-22 19:18:12 +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
Matthias
938a66511a Update Documentation for new confirm_trade_exit behavior 2022-05-22 11:28:11 +02:00
Matthias
3692fcd3d5 Improve exit signal sequence 2022-05-22 11:01:18 +02:00
Matthias
ce3bfd59f5 Add explicit should_sell test 2022-05-22 10:31:29 +02:00
Matthias
bdb904e714 Should_exit should return all sell signals 2022-05-22 10:17:49 +02:00
Matthias
1315d02437 Fix startup sending "longed" messages for open stoplosses 2022-05-22 09:01:46 +02:00
Matthias
26d394ca74 Add liquidation Price to api response 2022-05-22 08:54:27 +02:00
Matthias
1ff1e3b43d
Merge pull request #6869 from freqtrade/update_levtiers 
Update leveraged tiers
 2022-05-22 08:35:02 +02:00
Matthias
f006978caf Be more explicit in default value 2022-05-21 17:35:49 +02:00
Matthias
97abcf4b32 Add documentation for leverage_tiers update 2022-05-21 16:10:00 +02:00
Matthias
963cc17c18 Update leveraged tiers 2022-05-21 16:05:00 +02:00
Matthias
0d388b561b Add test for "combine_funding_and_mark", fix bug 2022-05-21 09:03:30 +02:00
Matthias
2df42a3035 Move "funding fillup" logic to exchange class 2022-05-21 08:50:39 +02:00
Matthias
6bd5535d6c Use exchange method to combine funding and mark candles 2022-05-21 08:31:34 +02:00
froggleston
c499a92f57 Remove surplus mark columns, and make fillna on funding rate only 2022-05-20 11:48:53 +01:00
Matthias
0138114fc2
Merge pull request #6866 from freqtrade/dry_order_db 
Dry orders from db
 2022-05-20 12:10:09 +02:00
Matthias
c3e3188c6a Rename variable 2022-05-20 11:30:25 +02:00
robcaulk
c5ecf94177 move live retraining to separate thread. 2022-05-19 21:15:58 +02:00
Matthias
46ea135b6b Update dry-run considerations 2022-05-19 20:10:11 +02:00
Matthias
219363fffb Check for both ask and bid in SpreadFilter 
closes #6865
 2022-05-19 19:53:23 +02:00
Matthias
56a73575a1 Add explicit test for order_to_ccxt 2022-05-19 19:29:39 +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
a3d9384bc0 Remove clean-dry-run code 2022-05-19 06:56:34 +02:00
Matthias
0a95ef6ab2 Don't reset open orders in dry-run on restart 2022-05-19 06:42:38 +02:00
froggleston
363098d32d Fix reversed makr/funding_rate columns 2022-05-18 12:56:43 +01:00
froggleston
736f9f4972 Fix docs and add outer join support for merging funding rates across full timerange 2022-05-18 12:47:37 +01:00
மனோஜ்குமார் பழனிச்சாமி
2b61aa282a Removed None in dict.get() 
https://stackoverflow.com/a/12631641

Extra Changes: freqtrade\freqtradebot.py:70
freqtrade\plugins\pairlistmanager.py:31
 2022-05-18 03:41:10 +05:30
froggleston
37e4ede65c Fix flake issues 2022-05-17 22:32:17 +01:00
froggleston
bb758da940 Add support for fudging unavailable funding rates, allowing backtesting of timeranges where futures candles are available, but rates are not 2022-05-17 22:05:33 +01:00
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