11520 Commits

Author	SHA1	Message	Date
steam	afd54d39a5	add action_masks	2023-06-11 20:00:12 +03:00
Matthias	5844756ba1	Add test and fix for stop-price == limit price ... closes #8758	2023-06-11 17:20:35 +02:00
Matthias	fd940dbba2	Merge pull request #8530 from freqtrade/feat/pairlistconfig ... Provide pairlists via API	2023-06-11 12:43:38 +02:00
Matthias	320b3e20a6	Use correct variable for candle-type when loading data ... closes #8757	2023-06-11 11:58:18 +02:00
Matthias	fc11c79b77	Fix not working date format output	2023-06-11 08:51:20 +02:00
Matthias	87e144a95a	Update webserver tags	2023-06-11 08:24:16 +02:00
hippocritical	2bd66fbb47	Merge branch 'freqtrade:develop' into develop	2023-06-11 00:21:04 +02:00
Matthias	cfe88f06d2	Improve behavior of okx rebuys when using stop on exchange ... closes #8755	2023-06-10 16:56:41 +02:00
Matthias	4f15b30339	Merge pull request #8590 from AchmadFathoni/develop ... Fix disrepancy in freqai doc code example	2023-06-10 15:27:01 +02:00
robcaulk	229ee643cd	revert change to deal with FT pinning old scikit-learn version	2023-06-10 13:24:09 +02:00
robcaulk	41e37f9d32	improve docs, update doc strings	2023-06-10 13:11:47 +02:00
robcaulk	f8d7c2e21d	add migration guide, add protections and migration assistance	2023-06-10 12:48:27 +02:00
robcaulk	4cdd6bc6c3	avoid using ram for unnecessary train_df, fix some deprecation warnings	2023-06-10 12:07:03 +02:00
robcaulk	e246259792	avoid manual pipeline validation	2023-06-10 11:40:57 +02:00
Matthias	3523f564bd	Improve Log reduction and corresponding test	2023-06-10 09:44:20 +02:00
Matthias	265d782af8	Implement the requested changes.	2023-06-10 09:30:34 +02:00
hippocritical	6656740f21	Moved config overrides to its' own function ... Added config overrides to dry_run_wallet and max_open_trades to avoid false positives.	2023-06-09 22:11:30 +02:00
Matthias	99842402f7	Further reduce unnecessary output	2023-06-09 07:18:35 +02:00
Matthias	16b3363970	Fix type problem	2023-06-09 07:16:06 +02:00
Matthias	b89390c06b	Reduce log verbosity during bias tester runs	2023-06-09 07:15:36 +02:00
Matthias	c8e827d483	Merge branch 'develop' into pr/hippocritical/8369	2023-06-09 07:03:25 +02:00
Matthias	fc8c6b06ad	Extract set-log-levels from main logging module	2023-06-09 06:59:08 +02:00
Matthias	05ea36f03b	Fix performance when running tons of backtests	2023-06-09 06:45:34 +02:00
Matthias	6b736c49d4	Dont persist Backtesting to avoid memory leak	2023-06-08 20:13:28 +02:00
robcaulk	33b028b104	ensure data kitchen thread count is propagated to pipeline	2023-06-08 12:33:08 +02:00
robcaulk	88337b6c5e	convert to using constants in data_drawer. Remove unneeded check_if_pred_in_spaces function	2023-06-08 12:19:42 +02:00
robcaulk	e39e40dc60	improve documentation of pipeline building/customization	2023-06-08 11:56:31 +02:00
Matthias	317e0b5f2b	Avoid nested loops in telegram for force* scenarios ... closes #8731	2023-06-08 07:08:06 +02:00
robcaulk	f10f00f5e8	Merge remote-tracking branch 'origin' into use-datasieve	2023-06-07 19:23:36 +02:00
hippocritical	675a97c1cb	Merge branch 'freqtrade:develop' into develop	2023-06-07 19:22:42 +02:00
robcaulk	135aaa2be2	update docs, improve the interaction with define_data_pipeline	2023-06-07 18:26:49 +02:00
robcaulk	dc577d2a1a	update to new datasieve interface, add noise to pipeline	2023-06-07 17:58:27 +02:00
robcaulk	f7f88aa14d	fix pickle file name	2023-06-07 09:28:56 +02:00
robcaulk	5ac141f72b	convert to new datasieve api	2023-06-06 21:05:51 +02:00
Matthias	c269eef77e	Remove unnecessary calc_profit_ratio call	2023-06-05 21:10:29 +02:00
Matthias	7a726da691	Update cached binance leverage tiers	2023-06-04 20:28:08 +02:00
Matthias	71b81ee7cd	Add margin_mode to pairlists callback	2023-06-04 13:25:39 +02:00
Matthias	f61ae9c7e2	Merge branch 'develop' into feat/pairlistconfig	2023-06-04 08:33:45 +02:00
Matthias	12e31208e1	Update typedDict type used with pydantic	2023-06-03 12:33:44 +02:00
Matthias	ac7419e975	Split trademode response value into trade_mode and margin-mode	2023-06-03 11:58:55 +02:00
Matthias	72f4e1475c	Bump api version	2023-06-03 11:58:55 +02:00
Matthias	74254bb893	Add /exchanges endpoint to list available exchanges	2023-06-03 11:58:55 +02:00
Matthias	54bf1634c7	Refactor validExchangesType to separate types package	2023-06-03 11:58:55 +02:00
Matthias	6f928b826f	Update types for build_exchange_list_entry	2023-06-03 11:58:55 +02:00
Matthias	fcb960185e	Clarify function naming	2023-06-03 11:58:55 +02:00
Matthias	250ae2d006	Enhance list-exchanges with more information	2023-06-03 11:58:55 +02:00
Matthias	b5d1017779	Update list_exchanges to use a dict internally	2023-06-03 11:58:55 +02:00
Matthias	d9d1735333	Extract ExchangePayload updating	2023-06-03 06:57:25 +02:00
Matthias	48328fb29d	reset candle_type_def	2023-06-03 06:52:25 +02:00
Matthias	ac046d6a2d	Allow setting the exchange explicitly	2023-06-02 10:14:11 +02:00
Matthias	af16ce874c	Allow webserver mode to cache multiple exchanges	2023-06-02 09:50:40 +02:00
Matthias	77e3e9e899	Move pairlists and background tasks API's to separate file	2023-06-01 20:40:12 +02:00
Matthias	cafc9479b7	Merge branch 'develop' into feat/pairlistconfig	2023-06-01 20:33:28 +02:00
Matthias	d0f900f567	set HTTPX level to warning ... closes #8717	2023-06-01 20:09:59 +02:00
Matthias	8aee368f60	auto-inject webserver mode dependency	2023-06-01 07:07:02 +02:00
Matthias	e0d9603e99	Raise correct httperrorcode for webserver-only endpoitns	2023-06-01 07:03:35 +02:00
Matthias	88ecb935b9	Add "failed" state to bgjob task response	2023-05-31 20:22:22 +02:00
Matthias	9c6fee3841	Enable gate futures for spread-filter again ... closes #8687	2023-05-31 17:14:22 +02:00
Matthias	5fc8426b9b	Improve handling of order cancelation failures with force_exit ... closes #8708	2023-05-31 17:06:51 +02:00
Matthias	5311614d54	Update force exit wording	2023-05-31 14:33:09 +02:00
Matthias	193d88c9c8	Double-check cancelling stop order didn't close the trade	2023-05-31 14:12:03 +02:00
Matthias	1f543666f4	Improve test for reload-markets timings, fix bug ... closes #8714	2023-05-31 11:46:31 +02:00
Matthias	fd955028a8	Update tests for new background method	2023-05-31 07:08:27 +02:00
Matthias	7bccf2129f	Introduce background_job endpoints	2023-05-31 07:00:20 +02:00
robcaulk	f6a32f4ffd	bump version	2023-05-29 23:35:24 +02:00
Matthias	b666c418bb	Don't use variables for simple debug values	2023-05-29 17:33:11 +02:00
Matthias	af1dbf7dff	Extract get_rate_from_ticker from get_rate method	2023-05-29 17:31:57 +02:00
Matthias	f074383d6a	Extract orderbook logic into separate method	2023-05-29 17:24:04 +02:00
Matthias	6315516d50	Improve volumepairlist defaults	2023-05-29 15:18:46 +02:00
robcaulk	e572653616	bring classifier/rl up to new paradigm. ensure tests pass. remove old code. add documentation, add new example transform	2023-05-29 13:33:29 +02:00
hippocritical	6b3b5f201d	export_to_csv: Added forced conversion of float64 to int to remove the .0 values once and for all ...	2023-05-28 22:13:29 +02:00
hippocritical	fc887efd4b	Merge branch 'freqtrade:develop' into develop	2023-05-28 20:53:39 +02:00
hippocritical	0874b1a959	Merge remote-tracking branch 'origin/develop' into develop	2023-05-28 20:53:16 +02:00
hippocritical	eec7837167	- modified help-string for the cli-option lookahead_analysis_exportfilename ... - moved doc from utils.md to lookahead-analysis.md and modified it (unfinished) - added a check to automatically edit the config['backtest_cache'] to be 'none' - adjusted test_lookahead_helper_export_to_csv to catch the new catching of errors - adjusted test_lookahead_helper_text_table_lookahead_analysis_instances to catch the new catching of errors - changed lookahead_analysis.start result-reporting to show that not enough trades were caught including x of y	2023-05-28 20:52:58 +02:00
Matthias	1317de8c1c	Add rudimentary description per pairlist	2023-05-28 18:21:23 +02:00
Matthias	dbb92f686f	Merge pull request #8696 from freqtrade/feat/no_roi ... allow no / empty minimal_roi	2023-05-28 15:36:01 +02:00
hippocritical	aa8eb14461	Merge branch 'freqtrade:develop' into develop	2023-05-28 12:11:29 +02:00
Matthias	3d05669f61	Merge branch 'develop' into feat/pairlistconfig	2023-05-28 10:01:43 +02:00
Matthias	8a86169256	Better handling of shift	2023-05-28 09:59:57 +02:00
Matthias	8ec0469b11	Fix volatilityfilter behavior ... closes #8698	2023-05-28 09:53:53 +02:00
hippocritical	9bb25be880	modified help-string for the cli-option lookahead_analysis_exportfilename ... moved doc from utils.md to lookahead-analysis.md and modified it (unfinished) added a check to automatically edit the config['backtest_cache'] to be 'none'	2023-05-27 22:31:47 +02:00
Matthias	df5e6409a4	Bump develop version to 2023.6-dev	2023-05-27 20:18:39 +02:00
Matthias	5649d1d4da	Convert minimal_roi to list comprehension	2023-05-27 19:57:12 +02:00
Matthias	35a388bf9a	Don't force min_roi to have content	2023-05-27 19:39:00 +02:00
hippocritical	ee37693729	Merge branch 'freqtrade:develop' into develop	2023-05-27 19:23:01 +02:00
hippocritical	05f0b32e3b	Merge remote-tracking branch 'origin/develop' into develop	2023-05-27 19:22:23 +02:00
Matthias	bd266f654e	Properly handle invalid pairlists type before config validation ... closes #8695	2023-05-27 08:19:56 +02:00
robcaulk	31e19add27	start transition toward outsourcing the data pipeline with objective of improving pipeline flexibility	2023-05-26 18:40:14 +02:00
hippocritical	eb31b574c1	added returns to text_table_lookahead_analysis_instances ... filled in test_lookahead_helper_text_table_lookahead_analysis_instances	2023-05-26 12:55:54 +02:00
hippocritical	9366c77e42	Merge branch 'freqtrade:develop' into develop	2023-05-26 08:38:32 +02:00
Matthias	af7afa80a9	remove gone-wrong import	2023-05-26 06:44:48 +02:00
Robert Caulk	f647fb342b	Update base_tensorboard.py ... Remove incorrect warning message.	2023-05-25 16:35:06 +02:00
Matthias	6b0b62dadf	Merge pull request #8686 from freqtrade/fix/8681 ... okx stop improvements	2023-05-25 06:43:22 +02:00
Matthias	91e009bf6d	Merge pull request #8677 from richardjozsa/develop ... Stable baselines 3 seeding update	2023-05-25 06:23:34 +02:00
Matthias	9e75c768c0	Improve responses for evaluate get endpoints	2023-05-24 21:01:39 +02:00
Matthias	4c52109fa3	Handle pairlist evaluation errors gracefully	2023-05-24 20:37:23 +02:00
Matthias	b5ed693bee	Extrac OKX convert stop order, call for regular orders, too	2023-05-24 20:15:36 +02:00
Matthias	b8220ee0f7	Improve recovery detection by skipping open orders	2023-05-24 18:19:14 +02:00
Matthias	6292d1af6d	Use camelcase version of private fapi method ... closes #8680	2023-05-23 19:07:58 +02:00
Matthias	c2010d160f	Merge branch 'develop' into feat/pairlistconfig	2023-05-22 19:59:20 +02:00
Matthias	33e25434b4	Change statuscode to 202	2023-05-22 19:43:27 +02:00
Matthias	e70cafe578	Merge branch 'develop' into pr/wizrds/8004	2023-05-22 18:24:32 +02:00
Matthias	85c14578e2	Merge pull request #8661 from freqtrade/feat/datetimehelpers ... Add datetime helpers, reduce arrow usage to a minimum	2023-05-22 18:22:29 +02:00
Richard Jozsa	39f4fb8797	Merge branch 'freqtrade:develop' into develop	2023-05-22 08:36:25 +00:00
Richard Jozsa	d26aa231fc	Stable baselines updates, and fix ... There was a seeding error in SB3 after the gymnasium update, the stable baselines team has patched and fixed the issue, but the reset function has to be aligned.	2023-05-22 10:36:07 +02:00
Matthias	abc82a3fdf	Simplify api backtesting by extracting the background_method	2023-05-21 12:04:18 +02:00
Matthias	756e1f5d5b	Test pairlist evaluation	2023-05-21 10:08:32 +02:00
Matthias	01984a06af	Extract pairlist evaluation from sub-method	2023-05-21 09:58:38 +02:00
Matthias	bf9a6dd6e7	Merge branch 'develop' into feat/pairlistconfig	2023-05-21 09:54:17 +02:00
Matthias	a87b215d67	Fix odd import	2023-05-21 09:50:59 +02:00
Matthias	818a3342b9	move pairlist evaluation to the background	2023-05-21 09:38:14 +02:00
Matthias	680e7ba98f	Get exchange through DI	2023-05-21 09:21:22 +02:00
Matthias	5ad6652e55	Merge branch 'develop' into feat/pairlistconfig	2023-05-21 09:15:50 +02:00
Matthias	96d74063fc	Don't have public attributes marked as private	2023-05-21 09:12:02 +02:00
Matthias	5316227219	Extract api backtest logic from ApiServer class	2023-05-21 09:08:52 +02:00
Matthias	104fa9e32d	Use logger, not the logging module	2023-05-20 19:58:14 +02:00
Matthias	9869a21951	Move strategy to it's own directory to avoid having other	2023-05-20 19:51:54 +02:00
Matthias	e183707979	Further test lookahead_helpers	2023-05-20 19:51:54 +02:00
Matthias	ceddcd9242	Move most of the logic to lookahead_analysis helper	2023-05-20 19:51:54 +02:00
Matthias	1c4a7c7a05	Split Lookahead helper to separate file	2023-05-20 19:51:54 +02:00
Matthias	7b9f82c71a	Remove needless check for "None" list	2023-05-20 19:51:54 +02:00
hippocritical	5142b6bc0d	Merge branch 'freqtrade:develop' into develop	2023-05-20 19:50:31 +02:00
Matthias	209eb63ede	Add startup test case	2023-05-20 11:28:52 +02:00
Matthias	2e675efa13	Initial fix - test	2023-05-20 11:15:30 +02:00
Matthias	a0edbe4797	Switch to using config instead of args.	2023-05-20 11:06:50 +02:00
Matthias	2e79aaae00	Remove usage of args. ... It's clumsy to use and prevents specifying settings in the configuration.	2023-05-20 11:02:13 +02:00
Matthias	5488789bc4	Arguments should be in the configuration.	2023-05-20 11:01:42 +02:00
robcaulk	dd1a0156b9	resolve conflict, ensure gpu works with transformer	2023-05-19 14:39:16 +00:00
Matthias	7ecc2f76a2	Merge pull request #8650 from freqtrade/feat/secure_keys ... Better secure the user's exchange keys during runtime	2023-05-19 08:45:17 +02:00
Matthias	9d0f488de7	Some more edits due to arrow	2023-05-19 07:15:24 +02:00
Matthias	ebfc9a6039	Remove some humanize occurances	2023-05-18 19:29:37 +02:00
hippocritical	b2ecfd28a7	Merge branch 'freqtrade:develop' into develop	2023-05-18 19:12:25 +02:00
Matthias	5d0cff2f76	Add dt_humanize helper	2023-05-18 07:07:22 +02:00
Matthias	f657d06e91	Move shorten_date to datetime helpers	2023-05-18 07:00:36 +02:00
Matthias	b40c45ee42	Timerange -> datetime	2023-05-18 07:00:36 +02:00
Matthias	261822147c	Fix remaining arrow testcases	2023-05-18 07:00:36 +02:00
Matthias	915cb5ffbd	add dt_utc helper	2023-05-18 07:00:36 +02:00
Matthias	d131dd4050	Fix wrong transition	2023-05-18 07:00:36 +02:00
Matthias	e4f701fd0d	Don't use arrow for everything	2023-05-18 07:00:36 +02:00
Matthias	5b66ef4bea	Implement datetime.floor	2023-05-18 07:00:36 +02:00
Matthias	7f73e99437	Simplify exchange_utils	2023-05-18 07:00:36 +02:00
Matthias	55ce58d79f	Reduce some arrow usages in favor of dt helpers	2023-05-18 07:00:36 +02:00
Matthias	000f72942a	Improve dt_now_ts helper	2023-05-18 07:00:36 +02:00
Matthias	aa949153eb	Add now ts helper	2023-05-18 07:00:36 +02:00
Matthias	5c6f3ea439	Improve wallets time handling	2023-05-18 07:00:36 +02:00
Matthias	261df527d9	dt_now	2023-05-18 07:00:36 +02:00
Matthias	6b735bc683	Implement dt_now	2023-05-18 07:00:36 +02:00
Matthias	6044bbb6b1	Add datetime helpers to unify code	2023-05-18 07:00:36 +02:00
Matthias	2477ef57f9	Reduce arrow usage throughout code	2023-05-18 07:00:36 +02:00
Matthias	1d03e8bc5f	Reduce arrow usage further	2023-05-18 07:00:36 +02:00
Matthias	d3382fbe04	Reduce usage of arrow	2023-05-18 07:00:36 +02:00
Matthias	292bd62973	Reduce verbosity of httpx (we don't need to see telegram calls)	2023-05-18 07:00:18 +02:00
Matthias	c54f28ada8	Merge pull request #8623 from freqtrade/feat/tensorboard-logger ... Add Tensorboard logger for PyTorch and XGBoost	2023-05-18 06:41:15 +02:00
hippocritical	7a5f457b2f	Merge branch 'freqtrade:develop' into develop	2023-05-17 22:14:51 +02:00
robcaulk	adeab13bdf	cleanup tests, cross fingers that mac will pass	2023-05-17 07:21:48 +00:00
Matthias	45ee12e257	reload_trade should be a post endpoint	2023-05-16 20:27:07 +02:00
Matthias	7d15c379cb	Fix faulty removed import	2023-05-15 19:26:51 +02:00
Matthias	c7f7dd1d4b	Avoid unnecessary type ignore	2023-05-15 18:27:12 +02:00
Matthias	1b714fdb00	Fix wrong "first trade" date in UI, improve interface ... closes https://github.com/freqtrade/freqtrade-strategies/issues/301	2023-05-15 18:06:17 +02:00
Matthias	9b10287899	Improve typing	2023-05-15 17:53:18 +02:00
Matthias	66c3eb2820	Remove keys from config before loading strategy	2023-05-15 07:22:40 +02:00
Matthias	b2a631e93a	refactor remove_exchange_credentials	2023-05-15 07:22:40 +02:00
Matthias	fe36e77412	Split exchange_config before passing through the strategy	2023-05-15 07:22:40 +02:00
Matthias	fffb056ad3	load_exchange - force kwargs for non-required arguments	2023-05-15 07:22:40 +02:00
robcaulk	9242dfa355	try reactivating tb for some tests	2023-05-14 16:05:49 +00:00
robcaulk	505f36a95f	try even more deactivation	2023-05-14 15:49:24 +00:00
robcaulk	1ed084557a	try even more deactivation	2023-05-14 15:44:41 +00:00
robcaulk	340d2191ff	deactivate tensorboard by default	2023-05-14 14:39:23 +00:00
robcaulk	55a1a3afd6	add config option for activating and deactivating tensorboard logger, ensure the various flavors are never activated simultaneously	2023-05-14 14:08:00 +00:00
robcaulk	ab7a474ab6	try limiting tb_logger to pytorch only (XGBoost still gets its callback)	2023-05-14 12:03:15 +00:00
robcaulk	8a9b2fc16f	fix merge conflicts with develop	2023-05-14 12:00:03 +00:00
Matthias	af8fbad281	Improve Date timezone useage	2023-05-14 08:54:26 +02:00
hippocritical	36f14249d4	Merge branch 'freqtrade:develop' into develop	2023-05-13 22:41:02 +02:00
hippocritical	7d871faf04	added exportfilename to args_to_config ... introduced strategy_test_v3_with_lookahead_bias.py for checking lookahead_bias# introduced test_lookahead_analysis which currently is broken	2023-05-13 22:40:11 +02:00
Matthias	66a97ff45d	Remove some utcnow usages	2023-05-13 20:43:37 +02:00
Matthias	7bba034efd	Merge pull request #8560 from freqtrade/feat/recoverTrades ... Recover trades after selling on exchange	2023-05-13 16:35:08 +02:00
Matthias	0db1869356	Update cached binance leverage tiers	2023-05-13 16:22:04 +02:00
Matthias	dc4268b6e7	Convert Exchange arguments to be kw only	2023-05-13 16:17:26 +02:00
Matthias	af95d56ceb	Import deepcopy specifically	2023-05-13 16:16:35 +02:00
Matthias	90ac387444	Merge pull request #8634 from freqtrade/bug-fix/continual_learning ... fix bug in continual_learning for PyTorch* models	2023-05-13 15:32:49 +02:00
robcaulk	18c1eda09b	remove commented lines	2023-05-13 11:27:36 +00:00
robcaulk	3ae3cc63df	fix bug in continual_learning for PyTorch* models	2023-05-13 11:14:16 +00:00
Matthias	1552d81f45	Simplify load_exchange interface	2023-05-13 11:03:26 +02:00
Matthias	b2a3fe6879	Improve remove credentials	2023-05-13 11:03:26 +02:00
Matthias	400cbd1836	Fix types	2023-05-12 19:47:53 +02:00
Matthias	6d7172ac44	Re-add init file	2023-05-12 18:26:34 +02:00
Matthias	49b9b463b4	Move tensorboard callback exports to freqai.tensorboard.	2023-05-12 18:26:01 +02:00
robcaulk	31d15da49e	add disclaimers everywhere about how example strategies are meant as examples	2023-05-12 08:16:48 +00:00
robcaulk	692fa390c6	fix the import logic, fix tests, put all tensorboard in a single folder	2023-05-12 07:56:44 +00:00
hippocritical	91ce1cb2ae	removed overwrite_existing_exportfilename_content (won't use it myself, wouldn't make sense for others to not overwrite something they re-calculated) ... switched from args to config (args still work) renamed exportfilename to lookahead_analysis_exportfilename so if users decide to put something into it then it won't compete with other configurations	2023-05-10 22:41:27 +02:00
robcaulk	b01aaa4d03	ensure backtesting also produces tb_logs, make sure tests are working	2023-05-10 10:11:33 +00:00
robcaulk	172b2587ab	Merge remote-tracking branch 'originssh/develop' into develop	2023-05-10 09:48:54 +00:00
robcaulk	ffc4d87263	add tensorboard integration to XGBoost and PyTorch et al	2023-05-10 09:48:36 +00:00
robcaulk	2c0230ba93	avoid mutating new_trained_timerange	2023-05-09 12:42:02 +00:00
robcaulk	35ce88f1e5	ensure that the buffered timerange is not the trained timestamp so that live_retrain_hours functions properly	2023-05-09 10:00:33 +00:00
hippocritical	9aac367534	Merge remote-tracking branch 'origin/develop' into develop	2023-05-08 22:58:30 +02:00
hippocritical	b8357c36ca	Merge branch 'freqtrade:develop' into develop	2023-05-08 22:58:03 +02:00
hippocritical	b252bdd3c7	made purging of config.freqai.identifier variable	2023-05-08 22:35:13 +02:00
Robert Caulk	950eaf230e	Merge pull request #8580 from freqtrade/feat/add-transformer ... Add transformer to FreqAI	2023-05-07 11:32:38 +02:00
Matthias	89c60bbee6	Merge pull request #8598 from freqtrade/bug-fix-backtesting ... bug fix backtest feature validation	2023-05-07 08:14:34 +02:00
hippocritical	ac4aa8ed2b	Merge branch 'freqtrade:develop' into develop	2023-05-06 21:59:04 +02:00
hippocritical	2306c74dc1	adjusted code to matthias' specifications ... did not change the code so that it only loads data once yet.	2023-05-06 21:56:11 +02:00
robcaulk	36e1e58dad	fix arch	2023-05-06 17:40:04 +00:00
robcaulk	3bbb7e38ea	improve transformer architecture, remove 3.10 install constraint, add documentation for torch.compile()	2023-05-06 16:12:10 +00:00
robcaulk	c2beeb4c79	bug fix backtest feature validation	2023-05-06 15:53:58 +00:00
Robert Caulk	e365e913c7	Merge pull request #8596 from autoscatto/bugfix/tensor-to-numpy ... Bugfix/tensor to numpy	2023-05-06 17:31:49 +02:00
Matthias	efb5cd6545	Merge pull request #7861 from froggleston/reject_report ... Add support for collating and analysing rejected signals in backtest	2023-05-06 14:28:24 +02:00
Tommaso Falchi	908a2e817a	Align BasePyTorchRegressor tensors to cpu as in BasePyTorchClassifier	2023-05-05 15:43:48 +02:00
Tommaso Falchi	306dfc4ae8	refactor(BasePyTorchClassifier.py): convert tensor to list before creating DataFrame to avoid TypeError. ... docs(BasePyTorchClassifier.py): add missing parameter description in predict method	2023-05-05 13:04:53 +02:00
Matthias	775ea1c8c6	Improve type safety	2023-05-03 06:25:02 +00:00
Matthias	80930d72a6	Dont loop trades twice ... closes #8591	2023-05-03 07:03:14 +02:00
Matthias	976cc1ab15	Extract order_obj existence check to separate function	2023-05-03 06:48:17 +02:00
Matthias	0d1d25e868	Improve error-handling	2023-05-02 21:44:19 +02:00
Matthias	13974d2508	Reduce error severity when maintenance-ratio fails	2023-05-02 21:44:19 +02:00
Matthias	f419d7870d	Add freqaimodel to pair history endpoint ... closes #8566	2023-05-02 20:07:16 +02:00
robcaulk	af139ffbab	add transformer with positional encoding, fix some odds and ends in pytorch, upgrade to PyTorch 2.0	2023-05-01 13:18:03 +00:00
Richard Jozsa	ceb2631a56	Merge branch 'freqtrade:develop' into develop	2023-05-01 01:00:34 +02:00
hippocritical	ce979b21f9	Merge branch 'freqtrade:develop' into develop	2023-04-30 10:20:40 +02:00
vinistation	d1eb6d4fed	Update BasePyTorchRegressor.py ... Denormalization of prediction added to te PytorchMLP Model	2023-04-28 14:48:16 -05:00
Matthias	023c155a25	Extract signals generation from backtesting class	2023-04-28 16:14:16 +02:00
Matthias	6e395ad7c9	Refactor methods in backtesting	2023-04-28 16:09:09 +02:00
Matthias	0753f427b1	Simplify storage	2023-04-28 15:29:15 +02:00
Matthias	e20d9c8f98	Impoved errorhandling, better typesafety	2023-04-28 15:25:25 +02:00
Matthias	fc2a3c9f17	Implement further improvements, improve typehinting	2023-04-28 15:17:35 +02:00
Matthias	703ec3ccc4	Fix help text to show correct format	2023-04-28 15:01:47 +02:00
Matthias	8dd8c24595	Merge branch 'develop' into pr/froggleston/7861	2023-04-28 14:59:03 +02:00
Matthias	76ae539e61	Minor edit	2023-04-28 14:59:00 +02:00
Matthias	8e0788cf5f	Merge branch 'develop' into feat/pairlistconfig	2023-04-27 20:40:55 +02:00
Matthias	877d53f439	Add airlists test endpoint (so pairlist configurations can be tested)	2023-04-27 20:35:24 +02:00
Matthias	2a9e50a6a9	Add test testing create-table statement creation for different sql dialects ... closes #8561	2023-04-27 19:43:33 +02:00
Matthias	daf564b62f	Invert logic for webhook ... closes #8562	2023-04-27 18:27:09 +02:00
Matthias	1d9933412a	improve /version output formatting	2023-04-27 06:43:57 +02:00
Matthias	8cf0e4a316	Fix mypy typing errors	2023-04-26 19:43:42 +02:00
Matthias	6d3c94a739	type: ignore the offending tensorflow call	2023-04-26 18:08:55 +02:00
robcaulk	c6f3a3bbca	avoid typing issues in the tensorboard callback	2023-04-26 14:11:26 +02:00
robcaulk	e86980befa	remove typing from callback init	2023-04-26 13:42:10 +02:00
robcaulk	e29ce218eb	fix typing in TensorboardCallback	2023-04-26 10:54:54 +02:00
Matthias	d29a425baa	Update parameter type in RPC modules	2023-04-26 07:03:28 +02:00
Matthias	b0b036c457	Fix logic lapsus in check_exit_amount	2023-04-26 07:02:46 +02:00
Matthias	25bed7bb87	Update telegram help with reload_trade	2023-04-25 19:39:52 +02:00
Matthias	7287e9da1d	Add telegram endpoint for reload_trade	2023-04-25 19:34:37 +02:00
Matthias	0c22710ddd	Add API endpoint to force trade reloading	2023-04-25 19:30:29 +02:00
Matthias	f2696c9609	Force special exit reason for "recovered" exits	2023-04-25 18:09:46 +02:00
Matthias	24cab00479	Extract amount checking to wallets, implement for futures	2023-04-25 17:49:20 +02:00
Matthias	974cf6c365	Move comment to more appropriate spot	2023-04-25 17:41:59 +02:00
Matthias	95b35e452d	Emulate fetch_orders if it ain't supported natively	2023-04-25 17:13:02 +02:00
Matthias	81633b7c2e	Add "handle_onexchange_order" functionality	2023-04-25 16:19:14 +02:00
Matthias	d14f50f50d	temporary comment fetch_orders logic	2023-04-25 16:19:14 +02:00
Matthias	531b5727f2	add fetch_orders exchange wrapper	2023-04-25 16:19:14 +02:00
Matthias	c4a0910908	Handle special case where exit order is for more than the trade amount ...	2023-04-25 15:56:51 +02:00
Matthias	e8fedb685b	Update missleading docstring	2023-04-25 11:52:13 +02:00
Matthias	11c9f96d23	Use lock for trade entries, too	2023-04-25 11:45:35 +02:00
Matthias	59f9f4d467	Fix exception typos due to newlines	2023-04-25 09:27:33 +02:00
Matthias	6a271317bc	use stop_price_param for dry stops ... closes #8555	2023-04-25 08:53:02 +02:00
Matthias	b49ff3d5bc	Improve type safety	2023-04-24 14:27:56 +02:00
Matthias	c06759223e	Improve telegram async tests	2023-04-24 14:27:56 +02:00
Matthias	516b49ff50	Fix bad types	2023-04-24 14:27:56 +02:00
Matthias	5608aaca26	Simplify mocking	2023-04-24 14:27:56 +02:00
Matthias	c9e6137ad0	Fix test_telegram _init test	2023-04-24 14:27:56 +02:00
Matthias	678c9ae67f	Fix some more async telegram tests	2023-04-24 14:27:56 +02:00
Matthias	fb56889b43	Update a few tests ...	2023-04-24 14:27:56 +02:00
Matthias	b1367ac46f	Update decorator typehint	2023-04-24 14:27:36 +02:00
Matthias	3d0e1d142f	Convert endpoints to async	2023-04-24 14:27:36 +02:00
Matthias	54732b72fd	Manage startup/teardown of telegram manually	2023-04-24 14:26:50 +02:00
Matthias	e7e6f719e4	_update_msg to async	2023-04-24 14:26:50 +02:00
Matthias	5134bf8ec3	Authorized-only and /version to async	2023-04-24 14:26:50 +02:00
Matthias	cb45689c1d	Small fixes to new telegram implementation	2023-04-24 14:26:50 +02:00
Matthias	14b501a4f7	Initial changes for telegram migration	2023-04-24 14:26:50 +02:00
Matthias	68ac934929	Update command list to handle frozenSets	2023-04-24 14:26:50 +02:00
Matthias	da261003df	Fix telegram imports to match v20.0	2023-04-24 14:26:49 +02:00
Matthias	4690810d5d	Merge pull request #8537 from freqtrade/feat/balance_improve ... Improve balance output	2023-04-24 14:26:05 +02:00
Matthias	98db27e8f4	Bump develop version to 2023.5-dev	2023-04-24 14:05:35 +02:00
Matthias	829724c0ec	Fallback to "initialMargin" if collateral is not set	2023-04-24 12:13:24 +02:00
Matthias	68a8c79c08	Improve output for futures	2023-04-24 12:03:00 +02:00
Matthias	e99af87b6d	store periodic breakdown in backtest results ... This will enable the webserver to use this data.	2023-04-24 10:59:30 +02:00
Matthias	3948890c3b	Add --breakdown to backtest-show	2023-04-24 10:35:46 +02:00
Matthias	ad4996259e	Further increase typehints in freqAI interface	2023-04-23 19:36:17 +02:00
Matthias	c5dc21e80c	Update freqAI documentation with missing typehints	2023-04-23 19:30:30 +02:00
Matthias	94a6bc608c	Update stake-currency behavior	2023-04-22 17:42:09 +02:00
Matthias	f937818b80	Add "owned" fields to balance	2023-04-22 17:13:53 +02:00
Matthias	c4f8ff95dd	Update tests	2023-04-22 16:13:27 +02:00
Matthias	dbf1f0897e	Add /balance full, reduce regular balance output ... closes #4497	2023-04-22 15:51:28 +02:00
Matthias	7a47500b22	Add "is_bot_managed" flag to API	2023-04-22 14:57:13 +02:00
Matthias	cb09ef7180	Extract converting wallet to est_stake	2023-04-22 11:48:59 +02:00
Matthias	ce75a032d0	Balance ratio calculation should ignore non-relevant assets ... closes #8532	2023-04-22 11:48:59 +02:00
robcaulk	0a05099713	fix mypy	2023-04-21 22:52:19 +02:00
Matthias	3d4be92cc6	Add option pairlist parameter type	2023-04-21 19:30:32 +02:00
Matthias	4a4be27ebc	use orderid from order, the trade one has been reset ... part of #8526	2023-04-21 07:14:03 +02:00
Matthias	ca1a616b89	use Fstrings for log message	2023-04-21 07:08:14 +02:00
Matthias	c5bf029701	Better type response	2023-04-20 19:38:55 +02:00
Matthias	9e4f9798e6	Add pairlist "is-generator" to api	2023-04-20 19:33:36 +02:00
Matthias	3ef2a57bca	Add "is_pairlist_generator" field to pairlists	2023-04-20 19:33:33 +02:00
Matthias	e20b94d836	Add more filter param descriptions	2023-04-20 07:22:12 +02:00
Matthias	4636de30cd	Improve pairlistparam types	2023-04-20 07:03:27 +02:00
Matthias	2ea157d9d3	Add some more pairlist parameter definitions	2023-04-20 06:58:05 +02:00
Matthias	987da010c9	Start pairlist parameter listing	2023-04-19 21:08:44 +02:00
Matthias	1056ff0d18	Update variable to better reflect it's content	2023-04-19 20:20:29 +02:00
Matthias	f30fc29da0	Merge branch 'develop' into pr/richardjozsa/8336	2023-04-19 19:37:51 +02:00
Matthias	2df80fc49a	Add /pairlists endpoint to api	2023-04-19 18:35:52 +02:00
Matthias	f1e03a6873	Update variable to better reflect it's content	2023-04-19 18:20:25 +02:00
Bohdan Kamuz	f99bdc4393	Merge branch 'freqtrade:develop' into develop	2023-04-18 23:49:06 +03:00
Matthias	caf524c685	Don't fail on leverage tier loading error ... closes #8512	2023-04-18 18:01:12 +02:00
hippocritical	e990b9fb13	Merge branch 'freqtrade:develop' into develop	2023-04-18 16:55:10 +02:00
Bohdan Kamuz	c297d99975	Telegram. Fixed the blacklist removal message	2023-04-18 10:09:48 +00:00
Matthias	3fb5cd3df6	Improve formatting	2023-04-17 20:27:18 +02:00
Matthias	7ff35fea3c	Default weekly report to monday ... closes #8502	2023-04-17 20:20:38 +02:00
Matthias	14bca509da	Cleanup some code	2023-04-17 19:55:58 +02:00
Matthias	b2ea464250	Handle individual exceptions when initializing leverage tiers ... closes #8515 closes #8512 closes #8514	2023-04-17 19:52:19 +02:00
Matthias	d73e7f292a	simplify Leverage tier code	2023-04-17 19:52:19 +02:00
Bohdan Kamuz	70e48ca43a	Merge branch 'freqtrade:develop' into develop	2023-04-17 12:46:00 +03:00
Bohdan Kamuz	d34b15d6a9	Telegram. Fixed the blacklist removal message	2023-04-17 09:40:41 +00:00
Matthias	daabc8ffbe	Merge pull request #8426 from initrv/add-sb3-learn-progress-bar ... Add sb3 learn progress bar	2023-04-17 10:22:49 +02:00
Bohdan Kamuz	c291d69533	Merge branch 'freqtrade:develop' into develop	2023-04-17 08:35:40 +03:00
Matthias	8aec71e27e	Add bitvavo sublass to properly set ohlcv limit	2023-04-17 07:25:13 +02:00
hippocritical	2b416d3b62	- Added a first version of docs (needs checking) ... - optimized pairs for entry_varholder and exit_varholder to only check a single pair instead of all pairs. - bias-check of freqai strategies now possible - added condition to not crash when compared_df is empty (meaning no differences have been found)	2023-04-16 23:47:10 +02:00
Matthias	9caa74c796	Merge branch 'develop' into pr/initrv/8426	2023-04-16 18:16:16 +02:00
Richard Jozsa	8620f1178d	Merge branch 'freqtrade:develop' into develop	2023-04-16 14:29:57 +02:00
Bohdan Kamuz	1370ee498c	Merge branch 'freqtrade:develop' into develop	2023-04-16 14:39:44 +03:00
Matthias	f6e93114e6	Update binance leverage tiers file	2023-04-16 08:35:17 +02:00
Robert Caulk	6bc8759321	Update constants.py ... Make progress bar true by default	2023-04-15 20:01:12 +02:00
Bohdan Kamuz	1d40162e9d	Telegram. Fixed the blacklist removal message.	2023-04-15 15:57:31 +00:00
hippocritical	d5c98a3c39	Merge branch 'freqtrade:develop' into develop	2023-04-15 14:31:27 +02:00
hippocritical	46b97d2be4	Merge remote-tracking branch 'origin/develop' into develop	2023-04-15 14:31:12 +02:00
hippocritical	767442198e	saving and updating the csv file now works ... open ended timeranges now work if a file fails then it will not report as non-bias, but report in the table as error and the csv file will not have it listed.	2023-04-15 14:29:52 +02:00
Matthias	a78672c10b	Improve log message formatting	2023-04-15 09:47:01 +02:00
Matthias	6a0a33739b	order cost should be with leverage, not leverage-cleared ... closes #8495	2023-04-15 09:09:28 +02:00
Robert Caulk	daa9f6cc19	Merge pull request #8494 from freqtrade/bug-fix-pytorch ... Bug fix: ensure data is on same device as model	2023-04-14 00:31:43 +02:00
Matthias	90ce2ae7e4	Merge branch 'develop' into pr/initrv/8426	2023-04-13 20:01:35 +02:00
Matthias	3c64c6b034	Merge pull request #8461 from freqtrade/feat/hyperopt_progressbar ... hyperopt progressbar -> rich	2023-04-13 20:00:27 +02:00
Matthias	3b377149e4	Add clarifying comment, simplify code	2023-04-13 18:19:52 +02:00
Matthias	c0045bad34	Merge branch 'develop' into feat/hyperopt_progressbar	2023-04-13 18:01:29 +02:00
robcaulk	dcf9bbdaea	ensure data is on same device as the model	2023-04-13 12:19:34 +02:00
hippocritical	a9ef4c3ab0	partial progress commit: ... added terminal tabulate-output added yet non-working csv output using pandas	2023-04-12 21:03:59 +02:00
Bloodhunter4rc	84d2d5e2a6	Change ["Dummy"] to [None].	2023-04-12 19:32:28 +02:00
Bloodhunter4rc	44bf59668b	prevents continous fetching every x bot_loop seconds , adheres to refresh_period, in case the pairlist returned from the remote end is empty.	2023-04-12 13:16:53 +02:00
Matthias	2131205db6	Bump tag length to 255	2023-04-12 07:19:36 +02:00
Matthias	b2b19915e6	Limit enter_tag and exit_reason to their actual field lenght ... closes #8486	2023-04-12 07:19:36 +02:00
Matthias	a6d2233b95	Use constant for custom field lengths	2023-04-11 21:05:14 +02:00
Matthias	9857675a5e	Update torch import	2023-04-11 19:38:24 +02:00
Robert Caulk	4ab047dfa7	Merge pull request #8297 from Yinon-Polak/feat/add-pytorch-model-support ... Feat/add pytorch model support	2023-04-11 15:40:12 +02:00
Matthias	476ed938f5	Extract custom_tag limit from interface file	2023-04-11 07:26:38 +02:00
Matthias	b892d373cd	Improve timerange parsing when accepting values from API	2023-04-10 19:45:24 +02:00
Matthias	e2cd23b1d2	Remove deprecated pandas option	2023-04-10 16:33:56 +02:00
Matthias	605cc20a21	Merge pull request #8459 from freqtrade/feat/kvstore ... Add initial bot start time to /profit endpoint	2023-04-10 14:49:01 +02:00
Matthias	f73d2a5371	Ensure bot_start is called when visualizing results	2023-04-10 14:48:02 +02:00
hippocritical	e5e63d5bee	Merge branch 'freqtrade:develop' into develop	2023-04-10 08:26:51 +02:00
Matthias	cf770d496b	Improve visual display of progressbar	2023-04-09 18:25:50 +02:00
Matthias	bfd9e35e34	Replace hyperopt progressbar with rich progressbar	2023-04-09 18:17:22 +02:00
Matthias	ed57e7d43b	Refactor logging to be a package, instead of a module	2023-04-09 16:48:18 +02:00
Matthias	818d18d4e0	Add StdErrStreamHandler to logging	2023-04-09 16:23:00 +02:00
Matthias	b6aac5079b	REmove Rich-progress wrapper again	2023-04-09 16:21:30 +02:00
Matthias	40450ebecc	Add dependency on Rich	2023-04-09 16:05:23 +02:00
Matthias	d532da9071	Add Rich Progressbar Wrapper	2023-04-09 16:04:31 +02:00
Matthias	df51111c33	Always show strategy summary	2023-04-09 08:53:36 +02:00
Matthias	dd8900a1c6	Improve ordering of backtest output	2023-04-09 08:53:36 +02:00
Matthias	f5a5c2d6b9	Improve imports	2023-04-08 16:44:33 +02:00
Matthias	a102cfdfc9	Add new /profit fields to API	2023-04-08 16:41:25 +02:00
Matthias	cf2cb94f8d	Add bot start date to /profit output	2023-04-08 16:38:44 +02:00
Matthias	fa3a81b022	convert Keys to enum	2023-04-08 16:28:50 +02:00
Matthias	7ff30c6df8	Add additional, typesafe getters	2023-04-08 16:24:38 +02:00
Matthias	7751768b2e	Store initial_time value	2023-04-08 16:13:16 +02:00
Matthias	9c2cdd4fb9	Merge pull request #8388 from freqtrade/patch-pair-colon-bug ... Bug fix: FreqAI backtest target setting	2023-04-08 14:16:41 +02:00
robcaulk	69b9b35a08	Merge remote-tracking branch 'origin/develop' into feat/add-pytorch-model-support	2023-04-08 13:22:25 +02:00
robcaulk	48d3c8e62e	fix model loading from disk bug, improve doc, clarify installation/docker instructions, add a torch tag to the freqairl docker image. Fix seriously outdated prediction_model docstrings	2023-04-08 12:09:53 +02:00
Matthias	ac817b7808	Improve docstrings for key-value store	2023-04-08 10:09:31 +02:00
Matthias	c083723698	Add initial version of key value store	2023-04-08 10:07:03 +02:00
Matthias	f8d89c46e5	Don't reset open_order_id if the order didn't cancel	2023-04-07 19:49:13 +02:00
Matthias	1952e453bb	Improved formatting for fetch order_or_stop calls	2023-04-07 17:35:11 +02:00
Matthias	77985fa591	Update thread name for uvicorn worker	2023-04-07 14:49:53 +02:00
Matthias	f03a99918a	Ensure hyper param file can be loaded ... closes #8452	2023-04-04 20:04:28 +02:00
Yinon Polak	a655524221	pytorch mlp rename input to fix mypy error	2023-04-04 12:24:29 +03:00
Yinon Polak	26738370c7	pytorch mlp add explicit annotation to fix mypy error	2023-04-04 12:12:02 +03:00
Matthias	92a060c5b4	Make stop_price_parameter configurable by exchange	2023-04-03 20:18:57 +02:00
hippocritical	0fb155d6ee	Merge branch 'freqtrade:develop' into develop	2023-04-03 20:17:36 +02:00
Yinon Polak	6b204c97ed	fix pytorch data convertor type hints	2023-04-03 19:02:07 +03:00
Yinon Polak	0c4574b3b7	prevent mypy error, explicitly unpack input list of pytorch mlp model,	2023-04-03 18:10:47 +03:00
Yinon Polak	d9d9993179	add documentation	2023-04-03 17:06:39 +03:00
Yinon Polak	7b494c8333	add documentation to pytorch data convertor	2023-04-03 16:39:49 +03:00
Yinon Polak	bc9454e0f9	add device to data convertor class doc	2023-04-03 16:36:38 +03:00
Yinon Polak	36a0a14a23	clean code	2023-04-03 16:26:42 +03:00
Yinon Polak	c137666230	fix imports	2023-04-03 16:03:15 +03:00
Yinon Polak	bd3b70293f	add pytorch data convertor	2023-04-03 15:19:10 +03:00
Matthias	372f1cb37f	Reduce verbosity for stop orders	2023-04-03 06:37:31 +02:00
Matthias	a3acdd5240	apply stop-reserve to minimum limits only when necessary ... it's unnecessary for amount - but necessary for Cost / price limits.	2023-04-03 06:37:31 +02:00
Matthias	e6a125719e	Slightly refactor _get_stake_amount_limit	2023-04-03 06:37:31 +02:00
Matthias	78a1551798	Reorder get_stake_limit	2023-04-03 06:37:31 +02:00
initrv	cfc0410388	use rl_config get instead of freqai_info	2023-04-02 04:08:07 +03:00
initrv	cccf4f305b	fix randomize_starting_position typo	2023-04-02 03:42:05 +03:00
initrv	cab82e8e60	Add sb3 learn progress bar	2023-04-02 02:59:02 +03:00
Matthias	dc7e834911	Fix some type issues	2023-04-01 20:17:56 +02:00
Matthias	a630799984	Merge pull request #8423 from freqtrade/add-profit-trade-history ... make trade_type value more explicit, add profit to trade_history dict	2023-04-01 15:19:54 +02:00
Matthias	916e1bbc7c	Merge pull request #8412 from freqtrade/fix/partial_stops ... support partially filled stops	2023-04-01 15:18:42 +02:00
robcaulk	92f34f262e	make trade_type value more explicit, add profit to trade_history dict	2023-04-01 10:05:58 +02:00
Matthias	5e13b48648	Merge pull request #8386 from freqtrade/feature/price_to_precision_round ... price to precision rounding	2023-03-31 07:20:10 +02:00
Matthias	3ec7c72da1	Bump develop version to 2023.4.dev	2023-03-30 07:06:23 +02:00
hippocritical	bad2cdabf2	Merge branch 'freqtrade:develop' into develop	2023-03-29 20:51:59 +02:00
Matthias	861c577138	Support partially filled stop orders ... closes #8374	2023-03-29 07:05:39 +02:00
Matthias	8a49d62068	Don't update liquidation price for closed trades	2023-03-29 06:49:22 +02:00
hippocritical	7bd55971dc	strategy_updater: ... removed args_common_optimize for strategy-updater backtest_lookahead_bias_checker: added args and cli-options for minimum and target trade amounts fixed code according to best-practice coding requests of matthias (CamelCase etc)	2023-03-28 22:20:00 +02:00
Yinon Polak	5a7ca35c6b	declare class names in FreqaiExampleHybridStrategy	2023-03-28 16:24:49 +03:00