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
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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
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
eSeR1805
34684ec86a
Merge branch 'freqtrade:develop' into feat_bt_cancel_entry_reporting
2022-05-17 14:09:57 +03:00
eSeR1805
0585b378b3
BT: Report canceled/replaced orders also.
2022-05-17 14:07:42 +03:00
eSeR1805
6e8f24f6a7
BT: track canceled/replaced orders also.
2022-05-17 14:07:02 +03:00
Matthias
8d46e16c46
Merge pull request #6848 from freqtrade/datahandler_case
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Datahandler case insensitive
2022-05-17 09:34:11 +02:00
Matthias
1cd8ebc8c8
Merge pull request #6847 from freqtrade/use_Precise
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Use precise
2022-05-17 09:33:39 +02:00
Matthias
6fd003c655
Merge pull request #6851 from eSeR1805/feat_bt_cancel_entry_reporting
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BT: Reporting canceled trade entries
2022-05-17 07:05:26 +02:00
மனோஜ்குமார் பழனிச்சாமி
7cd0f8a7b1
Merge branch 'develop' into patch-10
2022-05-17 08:07:13 +05:30
eSeR1805
f2e2e57237
Report trade entries canceled by user.
2022-05-17 01:41:31 +03:00
eSeR1805
fb7c0792c0
Track trade entries canceled by user.
2022-05-17 01:41:01 +03:00
Matthias
76637d3939
Simplify timeframe-transition
2022-05-16 20:10:52 +02:00
Matthias
2e65a1793d
Add fallback to load 1M files as well as 1Mo files
2022-05-16 19:48:27 +02:00
Matthias
a1048fb619
Store monthly candles as "Mo"
2022-05-16 19:39:43 +02:00
Matthias
9607d04279
Improve ccxt imports
2022-05-16 19:22:07 +02:00
Matthias
c8e0fc926d
Update to do Builtin Precise math
2022-05-16 19:21:38 +02:00
Matthias
a793cf8f05
Use ccxt's "precise" to do precise math
2022-05-16 19:21:38 +02:00
Matthias
528509f809
Extract get_price_side from get_rate
2022-05-16 19:20:13 +02:00
Stefano Ariestasia
2cb8eecf18
add space
2022-05-16 07:43:36 +09:00
Stefano Ariestasia
e21f6a7787
missing newline
2022-05-16 07:28:40 +09:00
Matthias
3d36d35e30
Merge pull request #6825 from freqtrade/okx_history
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Okx history
2022-05-15 19:27:45 +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
Matthias
a0b25938f4
Fix exit_reason assignment in backtesting
2022-05-15 17:41:59 +02:00
Matthias
a8f064a8cb
Fix exit_reason assignment in live mode
2022-05-15 17:41:59 +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
706994340f
Fix bad docstring
2022-05-15 17:06:40 +02:00
Matthias
ebab02fce3
Merge pull request #6827 from eSeR1805/fix_readjust_entry_bt_sl
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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
9143e9ecb1
Add some safety measures for new startup_candles verification
2022-05-15 15:12:29 +02:00
Matthias
d60d0f64d2
Revert ohlcv_candle_limit logic for okx
2022-05-14 19:35:06 +02:00
Matthias
116b58e97c
add "date_minus_candles" method
2022-05-14 19:30:42 +02:00
Matthias
3b14439240
Slightly improve performance of order adjusts
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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
5767d652bf
Add explicit test and document behavior
2022-05-14 14:18:51 +02:00
Matthias
2a1368d508
Offsetfilter: add number_assets parameter
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closes #6824
2022-05-14 14:16:13 +02:00
Matthias
bb1b283d95
Update some ohlcv_candle_limit calls
2022-05-14 13:44:10 +02:00
Matthias
111b04c9e6
Okx - conditional candle-length
2022-05-14 09:51:44 +02:00
Matthias
64668b11da
add ohlcv_has_history - disabling kraken downloads
2022-05-14 09:10:38 +02:00
மனோஜ்குமார் பழனிச்சாமி
64670726a6
flake8 fix
2022-05-13 21:52:26 +05:30
மனோஜ்குமார் பழனிச்சாமி
71a80cab3a
fixed variable naming style
2022-05-13 21:19:40 +05:30
மனோஜ்குமார் பழனிச்சாமி
8a3c2c6cad
Corrected docstring
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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
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logged balance details
2022-05-12 19:11:28 +02:00
Matthias
891900c186
Merge pull request #6812 from freqtrade/db_migrate
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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
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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
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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
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closes #6794
2022-05-08 17:29:42 +02:00
Matthias
ab91758c7e
Merge pull request #6790 from eSeR1805/profit_reporting
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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
Matthias
45b328af2e
explicitly call cleanup when cleaning backtest
2022-05-08 08:11:39 +02:00
eSeR1805
bfc7898654
Report profit only on filled entries.
2022-05-07 21:56:22 +03:00
Matthias
c9498d0117
Merge pull request #6692 from eSeR1805/feat_readjust_entry
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Feature: Readjust Entry Order
2022-05-07 20:11:20 +02:00
Matthias
277e07589e
update/fix some comments and docs
2022-05-07 17:47:37 +02:00
Matthias
f5f599c7f0
Add LowProfitPairs only_per_side option
2022-05-07 15:25:15 +02:00
Matthias
dc0c1bf87d
Only fetch accounts when authenticated.
2022-05-07 13:17:27 +02:00
Matthias
149704e748
Fix wrong type
2022-05-07 11:39:47 +02:00
Matthias
6fdcf3a10a
Support both position modes on OKX
2022-05-07 10:58:41 +02:00
Matthias
2da284b921
Properly type side for create_order
2022-05-07 10:02:54 +02:00
Matthias
5b3eaa3003
Ensure advanced strategy template is runnable
2022-05-06 06:42:08 +02:00
Matthias
d11c44940e
Slightly reword docs
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remove some Note-boxes - people tend to skip these.
2022-05-06 06:42:01 +02:00
Matthias
2d9be6dace
move open_rate updating to close_bt_order
2022-05-05 19:50:16 +02:00
eSeR1805
29f1edbde7
Cleanup. Remove stray new line.
2022-05-05 12:24:32 +03:00
eSeR1805
495708df76
Merge branch 'develop' into feat_readjust_entry
2022-05-05 12:20:09 +03:00
eSeR1805
2bed0eab0c
BT: Update trade open_rate on first filled order.
2022-05-05 12:19:05 +03:00
eSeR1805
25c74e26d1
Models:Trade: Revert trade open_rate update.
2022-05-05 12:18:19 +03:00
Matthias
1a37c6ff42
Bump ccxt to 1.81.43
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fixes bug in okx live liquidation pricing
2022-05-05 07:05:00 +02:00
eSeR1805
ae01afdd0f
Models:Trade: Fix open_rate updates.
2022-05-04 22:05:53 +03:00
eSeR1805
496bf84e3a
Merge branch 'develop' into feat_readjust_entry
2022-05-04 21:43:41 +03:00
eSeR1805
dbecc097df
Models:Trade: Update trade open_rate based on lastest order.
2022-05-04 21:34:45 +03:00
Sam Germain
e8803477df
exchange/exchange add param taker_or_maker to add_dry_order_fee
2022-05-03 23:56:40 -06:00
Mark Regan
ce035a5947
Add bot_loop_start() call in plotting.py
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plotting.py was missing a call to strategy.bot_loop_start() resulting in strategies using this callback to not work.
Made changes and confirmed plotting now works for strategies using bot_loop_start() callback.
LMK if anything else needed for PR.
2022-05-03 23:34:12 +01:00
Matthias
2705096ce6
Merge pull request #6777 from freqtrade/fix/contractsizefee
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Fix fee handling for futures trades
2022-05-03 20:34:37 +02:00
Matthias
091cb4fb8d
Reduce no stake amount verbosity
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closes #6768
2022-05-03 19:42:17 +02:00
Matthias
eb996a152a
Fix fee handling for futures trades
2022-05-03 19:06:17 +02:00
Matthias
88c8fe5570
Merge pull request #6715 from nicolaspapp/feat/relative-drawdown
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Add relative drawdown
2022-05-02 21:09:14 +02:00
Matthias
3f64c6307f
Maintain compatibility with old backtest results
2022-05-02 20:01:44 +02:00
Matthias
1e2523af61
Fix some assumptions on the data
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available_capital is not guaranteed to be available, while dry-run-wallet is.
2022-05-02 19:44:14 +02:00
eSeR1805
52d510c331
Merge branch 'develop' into feat_readjust_entry
2022-05-02 18:30:05 +03:00
eSeR1805
4c74601073
Freqtradebot: Cleanup stray debug messages.
2022-05-02 18:22:41 +03:00
eSeR1805
59397cdd19
Freqtradebot: Fix full cancel logging location.
2022-05-02 18:09:28 +03:00
Matthias
2a6efab8a2
Don't use deprecated abstractclassmethod decorator
2022-05-02 06:24:52 +00:00
eSeR1805
04c51d2d1a
Merge branch 'develop' into feat_readjust_entry
2022-05-01 21:42:15 +03:00
Nicolas Papp
f9244aad92
Fix on max drawdown formula to match tests
2022-05-01 12:25:53 -03:00
eSeR1805
4e43194dfe
BT: Refactor open order management.
2022-05-01 18:06:20 +03:00
Matthias
582e30bca6
Merge pull request #6716 from freqtrade/pairlocks_direction
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Pairlocks direction
2022-05-01 17:04:20 +02:00
Matthias
910addd02b
Merge pull request #6753 from freqtrade/download_prepend
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Download prepend
2022-05-01 15:15:16 +02:00
Matthias
995c48b642
Merge branch 'develop' into pairlocks_direction
2022-05-01 14:59:04 +02:00
eSeR1805
9d205132d0
Revert unintended comment change.
2022-05-01 12:10:11 +03:00
eSeR1805
8c19953cdd
Quick exit when order should be maintained.
2022-05-01 12:08:19 +03:00
Matthias
53a2f55cf0
Merge branch 'develop' into pr/nicolaspapp/6715
2022-05-01 10:03:10 +02:00
Matthias
d5fc923dcb
Properly validate stoploss existence for optimize commands
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closes #6740
2022-05-01 09:53:46 +02:00
Matthias
5c1ac3cf95
Fix caching bug with freqUI backtesting
2022-04-30 19:55:13 +02:00
Matthias
8b5d454b50
Fix subtle bug in trades download
2022-04-30 17:44:57 +02:00
Matthias
e49b3ef051
Improve message formatting
2022-04-30 17:35:11 +02:00
Matthias
f6a7e6b785
Add prepend option to download-data
2022-04-30 17:32:50 +02:00
Matthias
11d447cd5a
Add support for download-data "until"
2022-04-30 15:42:41 +02:00
Matthias
4580127fa8
Small refactor
2022-04-30 14:51:57 +02:00
Matthias
c6c569b772
chore: split BTAnalyais to metrics
2022-04-30 14:47:27 +02:00
Matthias
4262f84744
Merge branch 'develop' into pr/nicolaspapp/6715
2022-04-30 14:22:18 +02:00
Matthias
2acb68e6e2
Move hyperopt-loss functions to their own package
2022-04-30 13:59:23 +02:00
eSeR1805
3be2afdd88
Merge branch 'develop' into feat_readjust_entry
2022-04-30 13:39:23 +03:00
eSeR1805
ad0c5d9440
Refactor entry adjustment for backtesting.
2022-04-30 13:38:17 +03:00
eSeR1805
f9977c26e7
Full cancel only for non DCA trades.
2022-04-30 12:55:03 +03:00
Matthias
09b74cebce
Move edge bot_loop_start to edge_cli
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(otherwise it's called twice when running trade mode with edge on).
2022-04-30 08:55:07 +02:00
Sam Germain
8756e7d9a1
flake8 linting
2022-04-29 23:35:08 -06:00
Sam Germain
4a6f1e90c3
Merge branch 'develop' into bot-start
2022-04-29 22:23:42 -06:00
Matthias
43049e0465
Evict cache if parameter file changed
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closes #6735
2022-04-29 19:44:17 +02:00
Matthias
fbd142844f
Refactor bt-caching stuff to it's own module
2022-04-29 19:37:13 +02:00
eSeR1805
09089b160e
Merge branch 'develop' into feat_readjust_entry
2022-04-29 13:02:38 +03:00
Matthias
48ff788e82
Clarify that stoploss is required
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closes #6740
2022-04-29 09:53:05 +00:00
Matthias
21df1b0db3
Use ORJSON for http responses
2022-04-29 07:17:31 +02:00
eSeR1805
17650d7e60
Maintain existing order. Update functionality and documentation
2022-04-29 00:10:17 +03:00
eSeR1805
eb23170c43
Merge branch 'develop' into feat_readjust_entry
2022-04-28 23:06:52 +03:00
Matthias
d1a61f9c61
Don't start futures backtest if leverage-tiers don't contain pair
2022-04-28 20:05:19 +02:00
Matthias
cb5c3316d1
Simplify log output
2022-04-28 19:43:52 +02:00
Matthias
e0d86307cb
Merge pull request #6732 from freqtrade/remove_duplicate_liqprice_call
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Don't call interest_rate and isolated_liq twice
2022-04-28 07:38:32 +02:00
Matthias
2ef1181e16
Simplify trade __repr__
2022-04-28 07:33:30 +02:00
Matthias
1e83589641
Fix hyperopt
2022-04-28 06:59:03 +02:00
Matthias
ca49821df0
Fix race condition for loop
2022-04-28 06:29:14 +02:00
Matthias
46855221aa
Fix rounding issue with contract-sized pairs for dry-run orders
2022-04-27 19:58:19 +02:00
Matthias
2c0a7c5d74
Don't call interest_rate and isolated_liq twice
2022-04-27 17:13:58 +02:00
Matthias
30c9dc6975
Fix exit-signa being assigned when tag is set but no signal is present.
2022-04-27 13:53:11 +02:00
Matthias
ad7fbfab1b
Slightly improved styling
2022-04-27 13:27:33 +02:00
Matthias
108f11b1d7
Fix docs typos
2022-04-27 06:42:56 +02:00
Rokas Kupstys
6d99222320
Add 'exit_tag' parameter to 'custom_exit_price' callback.
2022-04-26 10:01:51 +03:00
Sam Germain
e76c6e8ad3
added bot_start call to edge_positioning.__init__
2022-04-25 17:48:57 -06:00
Sam Germain
e09b4498fa
added bot_start call to plot/plotting
2022-04-25 17:48:57 -06:00
Sam Germain
4fd904e0a9
added bot_start to backtesting
2022-04-25 17:48:57 -06:00
Sam Germain
d92761b2b1
Revert "strategy callback on_whitelist_update"
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This reverts commit 39798dc1192161c3060830dd4684571aa86b7821.
2022-04-25 17:48:43 -06:00
Sam Germain
bf7da35e31
strategy callback on_whitelist_update
2022-04-25 17:48:07 -06:00
Sam Germain
0b90e1d309
Added bot_start callback to strategy interface
2022-04-25 17:47:12 -06:00
Matthias
44000ae0b3
Fix CAGR missing for old results
2022-04-25 17:37:25 +02:00
Matthias
246a336f56
Merge pull request #6726 from froggleston/bt_concat
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Move df append to pd concat
2022-04-25 16:03:27 +02:00
Matthias
e38c4883dc
Merge pull request #6725 from freqtrade/cagr
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Add CAGR calculation to backtesting
2022-04-25 16:02:39 +02:00
Matthias
9a5a57d848
Merge pull request #6724 from freqtrade/pre-commit-additional_updates
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Check pre-commit verison updates
2022-04-25 14:57:45 +02:00
froggleston
431c539cbd
Fix isort import order
2022-04-25 10:42:24 +01:00
Matthias
4444259078
Fix hyperopt-loss interface to enforce kwargs
2022-04-25 11:33:18 +02:00
froggleston
580da21dda
Move df append to pd concat
2022-04-25 10:31:19 +01:00
Matthias
500fdc2759
run mypy also against tests
2022-04-25 11:12:35 +02:00
Matthias
4143ebbeae
Add CAGR calculation to backtesting
2022-04-25 10:51:11 +02:00
Matthias
7b02114ad2
Restrict trading pairs with too low precision
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closes #6606
2022-04-25 09:49:51 +02:00
Matthias
86b3aac9ba
Fix FTX not fetching the very latest data
2022-04-25 08:38:02 +02:00
Matthias
9bc6bbe472
Improve test for max_drawdown calculations
2022-04-25 07:23:16 +02:00
Matthias
562e36c3ec
Remove Interface V1 support
2022-04-25 07:01:27 +02:00
Nicolas Papp
e8aec967dd
Update on note
2022-04-24 17:42:52 -03:00
Nicolas Papp
086cc6be93
Correction on tests
2022-04-24 17:37:09 -03:00
Matthias
4de0fdbfca
Minor edits found during review
2022-04-24 14:43:30 +02:00
Matthias
6623192108
improve doc wording
2022-04-24 14:39:13 +02:00
Matthias
737bdfe844
Use "side" parameter when calling Pairlocks
2022-04-24 14:33:24 +02:00
Matthias
b0a8bf3025
Show lock side
2022-04-24 14:33:24 +02:00
Matthias
4942d73693
update pairlock tests
2022-04-24 14:33:24 +02:00
Matthias
845f960a4e
realign pairlock naming to side
2022-04-24 14:33:24 +02:00
Matthias
fc201bb4ff
implement pairlock side further
2022-04-24 14:33:24 +02:00
Matthias
7c79d937e0
Properly type "side" parameter
2022-04-24 14:33:24 +02:00
Matthias
b7cada1edd
Convert ProtectionReturn to dataclass
2022-04-24 14:33:24 +02:00
Matthias
9e199165b4
Update protection-interface to support per-side locks
2022-04-24 14:33:24 +02:00
Matthias
6ff3b178b0
Add direction column to pairlocks
2022-04-24 14:33:24 +02:00
Matthias
25c6c5e326
Update backtest sell terminology to exit
2022-04-24 14:30:50 +02:00
Matthias
3c17409bd7
Update buy to entry in backtesting
2022-04-24 14:28:15 +02:00
Nicolas Papp
0f943c482b
PEP8 code compliance
2022-04-23 13:15:14 -03:00
Matthias
8cac0a47cc
Fix joblib being in wrong requirements
2022-04-23 17:08:34 +02:00
Matthias
d4e12371c2
Merge pull request #6558 from samgermain/recursive-strategy-folder
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Recursively search subdirectories in config['user_data_dir']/strategies for a strategy
2022-04-23 14:23:53 +02:00
Matthias
b1ca47e3d6
Merge pull request #6707 from koradiyakaushal/develop
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Ref: timeseries friendly merge_ordered in merge_informative_pair func…
2022-04-23 14:22:23 +02:00
Matthias
f2912f8815
Improve mypy runs
2022-04-23 11:31:12 +02:00
Matthias
84f5a4d5bc
Fix indentation
2022-04-23 10:51:24 +02:00
Matthias
89f16ad3a5
Merge pull request #6543 from froggleston/v3_fixes
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Add support for storing buy candle indicator rows in backtesting results
2022-04-23 09:45:11 +02:00
Matthias
5a90d5ece6
Fix docstring quotes
2022-04-23 09:44:04 +02:00
Matthias
7328553c0b
Merge pull request #6563 from italodamato/opt-ask-force-new-points
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Optimize only new points
2022-04-23 09:43:33 +02:00
Matthias
580a2c6545
Don't repeat backtest-storing
2022-04-23 09:23:53 +02:00
Matthias
f1f4846053
Merge branch 'develop' into pr/samgermain/6558
2022-04-23 09:16:28 +02:00
Matthias
ba92e09b7b
list-strategies should find recursively as well
2022-04-23 09:11:50 +02:00
Matthias
c6927a1501
Fix argument spelling
2022-04-23 09:10:40 +02:00
Matthias
dff9d52b30
Remove hints on no longer used option, add very primitive test
2022-04-23 08:51:52 +02:00
froggleston
2fc4e5e117
Fix weird removal of comma
2022-04-22 18:54:02 +01:00
froggleston
767592a1d6
Add signals enum to 'export' cli option
2022-04-22 18:46:12 +01:00
Patel Kaushal
ba305e93ed
Ref: timeseries friendly merge_ordered in merge_informative_pair function
2022-04-21 18:35:41 +05:30
froggleston
f92997d378
Move signal candle generation into separate function
2022-04-20 14:05:33 +01:00
froggleston
b3cb722646
Use joblib instead of pickle, add signal candle read/write test, move docs to new Advanced Backtesting doc
2022-04-20 13:38:52 +01:00
froggleston
aa5984930d
Fix filename generation
2022-04-19 13:00:09 +01:00
froggleston
165f59325f
Merge branch 'v3_fixes' of github.com:froggleston/freqtrade into v3_fixes
2022-04-19 12:48:29 +01:00
froggleston
84f486295d
Add tests for new storing of backtest signal candles
2022-04-19 12:48:21 +01:00
Robert Davey
4b0f168e52
Merge branch 'freqtrade:develop' into v3_fixes
2022-04-19 12:10:30 +01:00
eSeR1805
76558f284f
Fix user cancellation functionality.
2022-04-19 13:33:37 +03:00
eSeR1805
cea4f663d5
Merge branch 'develop' into feat_readjust_entry
2022-04-18 21:22:19 +03:00
eSeR1805
d24ee9032a
Update usage in backtest. No functional update.
2022-04-18 21:21:38 +03:00
eSeR1805
d9f838a65f
Update template usage to reflect changes.
2022-04-18 21:20:50 +03:00
eSeR1805
3166739ec9
Update strategy callback params and description.
2022-04-18 21:17:39 +03:00
eSeR1805
95e009b9cb
Update adjustment functionality and add cancelation option
2022-04-18 21:16:45 +03:00
eSeR1805
2cac1b7dcc
Add new (user cancellation) reason.
2022-04-18 21:14:35 +03:00
eSeR1805
17da4ca099
Use order_date_utc
2022-04-17 12:11:30 +03:00
Sam Germain
591a2fb7fc
switch notionalFloor -> minNotional and notionalCap -> maxNotional
2022-04-16 21:47:44 -06:00
froggleston
34fb8dacd7
Fix isort complaints
2022-04-16 17:03:24 +01:00
froggleston
b738c4e695
Fix flake8 complaints
2022-04-16 16:49:20 +01:00
froggleston
7210a11730
Fix flake8 complaints
2022-04-16 16:37:06 +01:00
froggleston
a63affc5f1
Fix flake8 complaints
2022-04-16 16:32:04 +01:00
froggleston
f55a9940a7
Fix line spacing
2022-04-16 16:15:04 +01:00
froggleston
b1bcf9f33c
Fix backtest_enable typo
2022-04-16 14:58:17 +01:00
froggleston
8990ba2709
Fix store signal candles
2022-04-16 14:49:53 +01:00
froggleston
21734c5de7
Add pickle import
2022-04-16 14:46:30 +01:00
froggleston
26ba899d7d
Add constant, boolean check, rename option to fit with other x_enable, check that RunMode is BACKTEST
2022-04-16 14:37:36 +01:00
