Commit Graph

1444 Commits

Author SHA1 Message Date
Matthias 7a977a8eaf Merge branch 'feat/short' into pr/samgermain/5378 2021-08-24 06:28:16 +02:00
Matthias 957551ea97 Merge branch 'develop' into feat/short 2021-08-24 06:25:06 +02:00
Matthias 7373b39015 Initial support for backtesting with short 2021-08-23 21:16:26 +02:00
Matthias 3e8164bfca Use proper exchange name in backtesting 2021-08-23 21:13:47 +02:00
Sam Germain a5be535cc9 strategy interface: removed some changes 2021-08-21 17:06:04 -06:00
Sam Germain e2d5299116 Name changes for strategy 2021-08-18 13:22:54 -06:00
Matthias fa4ec9f83e Add explicit test for get_sell_trade_entry 2021-08-15 14:52:24 +02:00
Matthias 8405ccc15e Seperate detail data loading from regular backest-data loading 2021-08-14 16:33:01 +02:00
Matthias 88172fab82 Allow "detailed" backtesting timeframe to look into the candle 2021-08-14 16:04:23 +02:00
Matthias bdbac37be7
Merge pull request #5399 from rokups/rk/fix-buy-tag-backtest
Fix buy_tag not being saved to trade object.
2021-08-12 06:36:33 +02:00
Rokas Kupstys f6267c7514 Fix buy_tag not being saved to trade object.
Column is mistakenly excluded because advise_buy() creating this column runs after code detecting presence of buy_tag column.
2021-08-11 15:21:23 +03:00
ipqhjjybj 65d025923d add code 2021-08-11 14:35:16 +08:00
Matthias 0b6aedbc4c
Merge pull request #5395 from freqtrade/fix/hyperopt-show
Stream hyperopt-result in small batches
2021-08-10 19:54:02 +02:00
Matthias 039d6384ed Stream hyperopt-result in small batches
Avoiding memory-exhaustion on huge hyperopt results

closes #5305
closes #5149
2021-08-10 10:12:57 +02:00
Matthias 3f160c7144 Cache dataframe before cutting the first candle
This allows providing the "current closed" candle in all cases.
2021-08-10 09:14:29 +02:00
Matthias 5bfb9edf02 Only query date once from list 2021-08-09 15:42:17 +02:00
Matthias 895b912c71 Fix recently introduced lookahead bias in backtesting
closes #5388
2021-08-09 14:54:47 +02:00
Matthias a5f796bc97 refactor ohlcvdata_to_dataframe to advise_all_indicators 2021-08-09 14:53:18 +02:00
Matthias f17942b68f Fix random test failure 2021-08-09 11:18:18 +02:00
Matthias 47f641d12f Remove hyperopt-pickle result support 2021-08-09 07:04:18 +02:00
Matthias 3bd0c3d009 Remove legacy code from export to csv 2021-08-08 11:02:54 +02:00
Matthias faf16a64e5 Remove legacy hyperopt file support 2021-08-08 10:22:45 +02:00
Matthias 0ae4eccea5 Refactor Hyperopt-list and hyperopt-show to reduce some duplicate code 2021-08-08 10:06:35 +02:00
Matthias 6532aba765
Merge pull request #5360 from freqtrade/hyperopt_protections
Hyperopt protections and Boolean parameter
2021-08-07 09:42:05 +02:00
Sam Germain b9356a5564 Autopep8 formatting 2021-08-06 16:35:39 -06:00
Matthias a6454cfc39 Autoenable protections when protection-space is selected 2021-08-04 07:17:29 +02:00
Matthias 091bf7c4d2 Output protection space 2021-08-04 06:50:14 +02:00
Matthias 544e0da6c2 Add protection parameter space 2021-08-04 06:50:14 +02:00
Matthias 800b2eeaf0 Load protections as part of backtest()
this enables different values in hyperopt per epoch
2021-08-04 06:50:14 +02:00
Matthias dfc17f2bd1 Fix ci failure 2021-08-03 07:21:11 +02:00
Matthias 4ab03f7e37 Don't load fallback methods for autohyperopt 2021-08-02 21:17:56 +02:00
Matthias e70a742005 Reorder space methods in hyperopt 2021-08-02 21:12:10 +02:00
Matthias 056bc93bc6 backtesting needs startup_candle_count
fixes informative-pair loading  being different between --strategy-list and
--strategy.
2021-08-01 19:17:52 +02:00
Matthias 1ccc89d1e9 Store fully analyzed dataframe 2021-07-31 10:00:24 +02:00
Matthias b1cbc75e93 Properly cache pair dataframe in backtesting (without startup-range). 2021-07-31 08:45:04 +02:00
Matthias 138b126d03
Merge pull request #5299 from kevinjulian/feat/kevinjulian/add-buy-signal-name
Add buy signal name
2021-07-30 08:23:11 +02:00
kevinjulian aea5da0c73 changes testcase 2021-07-23 11:42:43 +07:00
kevinjulian f5a660f845 caps BUY_TAG_IDX 2021-07-21 20:19:56 +07:00
kevinjulian 49886874aa rename to buy_tag 2021-07-21 20:05:35 +07:00
kevinjulian 5d04d6ffa7 fix edge testcase 2021-07-20 23:40:32 +07:00
kevinjulian cbfedf8b29 fix backtest testcase 2021-07-20 23:25:00 +07:00
Kevin Julian edf9c08f06
Merge branch 'develop' into feat/kevinjulian/add-buy-signal-name 2021-07-20 19:19:46 +07:00
kevinjulian ed30c023cd fix some testcase 2021-07-20 19:08:14 +07:00
kevinjulian 9e63bdbac9 feat: add buy signal name 2021-07-20 04:58:20 +07:00
Matthias 365479f5e0 Remove startup-candles after populating buy/sell signals
closes #5242
2021-07-18 11:06:41 +02:00
Matthias 7b7d9c02d7
Merge pull request #5243 from freqtrade/feat/webservermode_progress
Introduce webserver mode subcommand
2021-07-18 10:48:55 +02:00
Matthias 38296e8689
Merge pull request #5189 from rokups/rk/custom-stake
Implement strategy-controlled stake sizes
2021-07-11 19:45:43 +02:00
Matthias 7ea0a74c53 Default to proposed stake 2021-07-11 14:11:41 +02:00
Rokas Kupstys 0e4466ca1e Implement strategy-controlled stake sizes. Expose `self.wallet` to a strategy. 2021-07-11 12:38:58 +03:00
Matthias ad26b0dad0 Don't void backtest object when not necessary 2021-07-10 10:59:00 +02:00
Matthias 6129c5ca9e Fix deprecation warnings from pandas 1.3.0
closes #5251
2021-07-09 20:46:38 +02:00
Matthias 2f33b97b95 Validate startup candles for backtesting correctly
closes #5250
2021-07-09 07:20:43 +02:00
octaviusgus d1104bd434 fix daily profit data and daily profit curve example 2021-07-06 22:47:39 +02:00
Matthias 005da97183 extract backtesting abort functionality 2021-07-06 19:48:28 +02:00
Matthias 830b2548bc Add backtest stopping 2021-07-06 19:48:28 +02:00
Matthias 134c61126e Properly track bt progress ... 2021-07-06 19:48:28 +02:00
Matthias 048008756f Add progress tracking for backtesting 2021-07-06 19:48:28 +02:00
Matthias 800e314bfd Store backtesting results in backtest instance 2021-07-06 19:48:28 +02:00
octaviusgus 4aa2ae37bd
add daily_profit_list
added extra key daily_profit in return of optimize_reports.generate_daily_stats
this allows us to analyze and plot a daily profit chart / equity line using snippet below inside jupyter notebook

```
# Plotting equity line (starting with 0 on day 1 and adding daily profit for each backtested day)

from freqtrade.configuration import Configuration
from freqtrade.data.btanalysis import load_backtest_data, load_backtest_stats
import plotly.express as px
import pandas as pd

# strategy = 'Strat'
# config = Configuration.from_files(["user_data/config.json"])
# backtest_dir = config["user_data_dir"] / "backtest_results"

stats = load_backtest_stats(backtest_dir)
strategy_stats = stats['strategy'][strategy]

equity = 0
equity_daily = []
for dp in strategy_stats['daily_profit']:
    equity_daily.append(equity)
    equity += float(dp)

dates = pd.date_range(strategy_stats['backtest_start'], strategy_stats['backtest_end'])

df = pd.DataFrame({'dates':dates,'equity_daily':equity_daily})

fig = px.line(df, x="dates", y="equity_daily")
fig.show()

```
2021-07-04 14:38:17 +02:00
Matthias 898bef1837
Merge pull request #5219 from freqtrade/hyperopt_paramfile
automatic Hyperopt paramfile
2021-07-04 13:56:52 +02:00
Matthias 77293b1f1e Remove Zero duration Trades
after the recent backtesting fixes, this metric no longer makes sense, as it can't really be 0 any longer.
2021-07-04 10:50:10 +02:00
Matthias a4096318e0 Provide full backtest-statistics to Hyperopt loss functions
closes #5223
2021-07-04 10:15:19 +02:00
Matthias 9d6860337f
Merge pull request #5212 from rokups/rk/trailing-stop-2
Trailing stoploss in backtesting v2
2021-07-03 08:39:30 +02:00
Matthias fbd91cd3f8 Improve formatting to avoid backslash newlines 2021-07-03 08:22:21 +02:00
Matthias b25ad68c44 Fix np.bool_ not outputting correctly 2021-07-02 20:52:25 +02:00
Matthias 15e36a20e1 Improve naming of default hyperopt serializer 2021-06-30 19:48:34 +02:00
Rokas Kupstys bc0742ae67 Fix extremely optimistic results when using a combination of custom_stoploss and trailing_stop. 2021-06-30 09:10:50 +03:00
Matthias 0809225a0a Update documentation to mention parameter strategy files 2021-06-30 07:05:20 +02:00
Matthias 645da51b5f Add test for parameter loading 2021-06-30 06:55:10 +02:00
Matthias dcf53ac3ff Add test for try_eport_params 2021-06-30 06:33:40 +02:00
Matthias 84703080b8 Extract hyperopt_defaults_serializer to hyperopt_tools 2021-06-29 20:51:29 +02:00
Matthias 62cdbdc26a Automatically export hyperopt parameters 2021-06-29 20:51:25 +02:00
barbarius a8117c6e0b Refactored to use results variable from for loop 2021-06-29 11:24:49 +02:00
Matthias 8ca0076332 Fix small typos 2021-06-29 06:50:47 +02:00
Matthias d4514f5f16 Introduce File versions to hyperopt result files 2021-06-29 06:50:47 +02:00
Matthias a7e9e362b7 Simplify printing logic for non-optimized parameters 2021-06-29 06:50:47 +02:00
Matthias 8b7010fc9a Update pprint name 2021-06-29 06:50:47 +02:00
Matthias aa5181ca81 Properly export non-optimized parameters 2021-06-29 06:50:47 +02:00
Matthias 34e6ce431f Print non-optimized parameters (also stop / roi) 2021-06-29 06:50:47 +02:00
Matthias 2310deec53 Update name to get non-optimized parameters 2021-06-29 06:50:47 +02:00
Matthias 8cdd1e3aef Fix some type errors 2021-06-29 06:50:47 +02:00
Matthias 2bf17f71e7 Dump parameters from hyperopt-show 2021-06-29 06:50:47 +02:00
barbarius a0f28f4a15 Added max open trades to strategy summary first line 2021-06-28 17:05:12 +02:00
barbarius 2e5b719de8 Added timerange above multiple strategy backtest result summary table 2021-06-28 10:54:54 +02:00
barbarius c99ae3b419 Added timerange above multiple strategy backtest result summary table 2021-06-28 10:20:34 +02:00
Matthias 1067a9f356 Move strategy-override signals to top-level of the config
closes #2867
2021-06-26 16:06:13 +02:00
aayush-jain18 d294ef10d7 unexpected docstring params 2021-06-25 23:56:16 +05:30
aayush-jain18 a46f60bd94 spell corrections 2021-06-25 22:10:04 +05:30
Matthias e40d481d09
Merge pull request #5014 from Rikj000/hyperopt-show-include-non-optimized-in-json
BugFix - `hyperopt-show --print-json` include non-optimized params
2021-06-19 07:42:15 +01:00
Rik Helsen 656bebd4da 🪲 Included completely non_optimized spaces in json + swapped merge dictionary order 2021-06-18 22:03:04 +02:00
Matthias e1010ff592 Don't load protections from config if strategy defines a property 2021-06-18 19:55:53 +02:00
Rik Helsen 1567804509 kwargs merge dictionaries instead of using loops 2021-06-17 22:41:49 +02:00
Cryptomeister Nox 85979c3176 * Adding command for Filtering
* Read latest Backtest file and print trades
2021-06-17 20:35:02 +02:00
Rik Helsen 546ca01071 ♻️ Fixed flake8 warning 2021-06-17 20:33:21 +02:00
Rik Helsen 90d37f5ec6 🔀 Merged upstream branches and fixed merge conflicts 2021-06-17 20:24:20 +02:00
Matthias 8bb464bd64
Merge pull request #5108 from rokups/rk/pessimistic-trailing-stoploss
Implement most pessimistic handling of trailing stoploss.
2021-06-17 18:41:00 +01:00
Matthias b38ab84a13 Add documentation mention about new behaviour 2021-06-17 06:48:41 +02:00
Matthias 1c9def2fdb
Update freqtrade/optimize/optimize_reports.py 2021-06-16 20:17:44 +01:00
barbarius 1bb04bb0c2 Moved daily avg trade row next to total trades on backtest results 2021-06-16 11:40:55 +02:00
Rokas Kupstys 6d5fc96714 Implement most pessimistic handling of trailing stoploss. 2021-06-15 09:05:36 +03:00
Matthias cf7394d01c Export backtesting results by default
closes #4977
2021-06-14 19:57:24 +02:00
Matthias eaf0aac77e Remove OrderedDict
as we're no longer supporting python 3.6
2021-06-13 11:47:18 +02:00
Matthias d54ee0eb04 Refactor hyperopt_tools naming 2021-06-13 11:24:24 +02:00
Matthias ef208012c4
Merge pull request #5104 from freqtrade/enums_own_module
Enums own package
2021-06-10 05:31:14 +01:00
Bruno Gouvea 40f1ede775 Simplifying HO's result function 2021-06-09 12:03:24 -03:00
Matthias d16a619489 Move SellType Enum to it's own module 2021-06-08 21:04:34 +02:00
Bruno Gouvea 3cce668353 Creating a control variable to determine the existence of max drawdown in the final result. 2021-06-08 02:57:44 -03:00
Bruno Gouvea 816bb531b3 Creating fake column for legacy mode on max drawdown 2021-06-08 02:42:55 -03:00
Bruno Gouvea 4595db39aa Displaying max. drawdown only when it is not legacy mode. 2021-06-08 02:18:00 -03:00
Bruno Gouvea c513c9685d Remove blank line (PEP8) 2021-06-07 18:20:04 -03:00
Bruno Gouvea 5c3a418e65 Adjusting drawdown column position. 2021-06-07 18:15:26 -03:00
Bruno Gouvea 35d6140068 Displays the max drawdown in the hyper optimization results table. 2021-06-07 17:53:19 -03:00
Matthias f920c26802 fix Hyperopt-list avg-time filters
These should use a numeric field (which currently isn't available).

closes #5061
2021-05-31 20:01:40 +02:00
Matthias 8a56af9192 Update onlyprofit loss should use absolute profit
closes #4934
2021-05-28 08:38:46 +02:00
Matthias a89364aa98 Merge branch 'develop' into pr/Antreasgr/4838 2021-05-27 14:59:39 +02:00
Matthias 3014bc3467 Don't use Sum sign in hyperopt to avoid compatibility problems 2021-05-27 14:22:11 +02:00
Matthias cf39dd2163 Fix csv-export error with new hyperopt format 2021-05-27 13:08:28 +02:00
Matthias 8e89d3e6e4 Fix sort error 2021-05-25 19:33:34 +02:00
Matthias cc5769e900 Convert np.int64 to proper int
closes #5018
2021-05-25 19:24:56 +02:00
Rikj000 bd44deea0d BugFix - hyperopt-show --print-json include non-optimized params 2021-05-24 18:51:33 +02:00
Matthias af16614bf2 Fix formatting issue 2021-05-24 07:48:36 +02:00
Priveyes 6f990c5976
Fix a rare error in save_result : ValueError: Out of range float values are not JSON compliant
freqtrade/freqtrade/optimize/hyperopt.py", line 166, in _save_result
    rapidjson.dump(epoch, f, default=str, number_mode=rapidjson.NM_NATIVE)
ValueError: Out of range float values are not JSON compliant
2021-05-23 18:49:07 +02:00
Matthias 971d5b2ecc
Merge pull request #5002 from freqtrade/track_rejected_trades
Track rejected trades
2021-05-23 14:56:50 +01:00
Matthias 3f956441fc Properly format % of zero_duration_trades 2021-05-23 15:53:54 +02:00
Matthias a39860e0de Add tests for rejected signals 2021-05-23 14:15:02 +02:00
Matthias 7f125315b0 Track Rejected Trades
closes #3423
2021-05-23 09:42:05 +02:00
Matthias 02faeb60a3
Merge pull request #4943 from rokups/rk/statistics
Extra statistics
2021-05-23 08:38:27 +01:00
Rokas Kupstys db985cbc2e Fix hyperopt-show failing to display old results with missing new fields. 2021-05-23 09:45:26 +03:00
Rokas Kupstys 25cc4eae96 Fix tests that broke after table formatting changed. 2021-05-22 15:25:37 +02:00
Rokas Kupstys 981b2df7ca Include win:loss ratio in results tables. 2021-05-21 12:18:08 +03:00
Rokas Kupstys debd98ad9a Make results table more compact by merging win/draw/loss columns and drawdown abs/% into single columns. 2021-05-21 11:36:23 +03:00
Rokas Kupstys e1dc1357ce Add drawdown column to strategy summary table. 2021-05-21 11:36:23 +03:00
Rokas Kupstys edcfa94093 Include zero duration trades in backtesting report. 2021-05-21 11:36:23 +03:00
Matthias f398888865 Refactor preprocessed trimming to seperate method 2021-05-21 08:26:19 +02:00
Kamontat Chantrachirathumrong 6172e67fcd
Update hyperopt.py 2021-05-20 11:56:31 +07:00
Kamontat Chantrachirathumrong c2b9da68e1
fix indent 2021-05-20 11:56:11 +07:00
Kamontat Chantrachirathumrong 1b3bfb2e7f
found root cause. 2021-05-20 11:50:15 +07:00
Kamontat Chantrachirathumrong 48210170e7
wrap with is not empty 2021-05-20 11:49:25 +07:00
Kamontat Chantrachirathumrong 082fb11bbe
Avoid having error `cannot set a frame with no defined index and a scalar` 2021-05-20 01:54:48 +07:00
Matthias ef4d1c24d7
Merge pull request #4941 from brookmiles/fix-stoploss-above-candle
prevent backtest stoploss trade price being set above candle high
2021-05-19 06:20:35 +02:00
Matthias 7a9853bfe1 Fix "Too many open Files" exception 2021-05-18 20:39:55 +02:00
Matthias 36eba0f110 Don't use "r+" memmap, but "r2 2021-05-17 21:05:48 +02:00
Matthias 6aa574fa2b Convert ROI result to proper json object
closes #4952
2021-05-17 20:58:50 +02:00
Matthias 4f968b4a6f
Merge pull request #4926 from rokups/rk/misc-fixes
Two fixes
2021-05-15 15:11:07 +02:00
Rokas Kupstys 2d5f465f1b Fix protections being loaded multiple times for first strategy when backtesting. 2021-05-15 13:37:03 +03:00
Rokas Kupstys 29fed37df3 Fix exception when few pairs with no data do not result in aborting backtest.
Exception is triggered by backtesting 20210301-20210501 range with BAKE/USDT pair (binance). Pair data starts on 2021-04-30 12:00:00 and after adjusting for startup candles pair dataframe is empty.

Solution: Since there are other pairs with enough data - skip pairs with no data and issue a warning.

Exception:
```
Traceback (most recent call last):
  File "/home/rk/src/freqtrade/freqtrade/main.py", line 37, in main
    return_code = args['func'](args)
  File "/home/rk/src/freqtrade/freqtrade/commands/optimize_commands.py", line 53, in start_backtesting
    backtesting.start()
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 502, in start
    min_date, max_date = self.backtest_one_strategy(strat, data, timerange)
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 474, in backtest_one_strategy
    results = self.backtest(
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 365, in backtest
    data: Dict = self._get_ohlcv_as_lists(processed)
  File "/home/rk/src/freqtrade/freqtrade/optimize/backtesting.py", line 199, in _get_ohlcv_as_lists
    pair_data.loc[:, 'buy'] = 0  # cleanup from previous run
  File "/home/rk/src/freqtrade/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 692, in __setitem__
    iloc._setitem_with_indexer(indexer, value, self.name)
  File "/home/rk/src/freqtrade/venv/lib/python3.9/site-packages/pandas/core/indexing.py", line 1587, in _setitem_with_indexer
    raise ValueError(
ValueError: cannot set a frame with no defined index and a scalar
```
2021-05-15 13:37:03 +03:00
Brook Miles 2eac23a15f if stoploss price is above the candle high, set it to candle open instead. this can occur if stoploss had previously been reached but the sell was prevented by `confirm_trade_exit` 2021-05-15 15:38:51 +09:00
Matthias 5e73195b30 Use linux lineseperator at all times 2021-05-15 07:01:32 +02:00
Matthias ecee42f561 Read pickle file in mmap mode 2021-05-13 20:13:04 +02:00
Matthias 1055862bc0 Extract data-load + dump from hyperopt
(Reduces memory-usage as the dataframes go out of scope)
2021-05-12 21:15:01 +02:00
Matthias 24a1d5a96f Change default hyperopt-name to be shorter 2021-05-12 19:06:13 +02:00
Matthias 3cbe40875d read hyperopt results from pickle or json 2021-05-12 06:06:30 +02:00
Matthias 06bf1aa274 Store epochs as json per line 2021-05-12 05:58:25 +02:00
Matthias 7398ea88e0 Change optimize_reports to convert dates to string earlier 2021-05-11 20:37:49 +02:00
Matthias 92186d89a2 Add some changes to strategytemplate 2021-05-09 09:56:36 +02:00
Rokas Kupstys 8d8c782bd0 Slice dataframe in backtesting, preventing access to rows past current time. 2021-05-08 18:40:49 +03:00
Rokas Kupstys f1eb653545 Fix strategy protections not being loaded in backtesting. 2021-05-08 10:29:47 +03:00
Rokas Kupstys 1b01ad6f85 Make exchange parameter optional and do not use it as parameter in backtesting. 2021-05-08 10:29:47 +03:00
Matthias 4b6cd69c81 Add test for no-exchange dataprovider 2021-05-08 10:29:47 +03:00
Rokas Kupstys d344194b36 Fix dataprovider in hyperopt. 2021-05-08 10:29:47 +03:00
Rokas Kupstys 6fb4d83ab3 Fix dataprovider in hyperopt. 2021-05-08 10:29:47 +03:00
Rokas Kupstys cdfa6adbe5 Store pair datafrmes in dataprovider for backtesting. 2021-05-08 10:29:47 +03:00
Rokas Kupstys d34da3f981 Revert "Add dataframe parameter to custom_stoploss() and custom_sell() methods."
This reverts commit 595b8735f8.

# Conflicts:
#	freqtrade/optimize/backtesting.py
#	freqtrade/strategy/interface.py
2021-05-08 10:29:47 +03:00
Matthias 513be11fd9 Fix hyperopt output
closes #4892
2021-05-07 20:23:11 +02:00
Matthias 554f5f14b6 Raise exception if no data is left 2021-05-07 06:41:15 +02:00
Matthias 4f529fe424 Don't use Arrow to get min/max backtest dates 2021-05-06 19:43:14 +02:00
Matthias da574e4e69 Small style fixes 2021-05-03 06:30:41 +02:00
Matthias fc110ea418 Support csv export for new and old versions 2021-05-02 20:41:45 +02:00
Matthias 287b43e999 Output strategy results including non-optimized parameters 2021-05-02 11:30:53 +02:00
Matthias d069ad43d8 Small reformatting in hyperopt 2021-05-02 11:01:26 +02:00
Matthias 8ee0b0d8e8 Store not optimized parameters (if applicable) 2021-05-02 10:46:04 +02:00
Matthias 46f0f66039 Keep dimensions stored in hyperopt class
There is no point in regenerating them and it will cause some
overhead as all space classes will be recreated for every epoch.
2021-05-02 09:48:37 +02:00
Matthias ced5cc7ce2 Don't recalculate min/max date - they won't change between epochs 2021-05-02 09:46:27 +02:00
Matthias ecdfb6e5ed Fix output of % for new format 2021-05-02 09:46:27 +02:00
Matthias 881cba336a Show backtesting result in hyperopt-show 2021-05-02 09:46:27 +02:00
Matthias 420e75af65 Extract show_backtest_result for one strategy 2021-05-02 09:46:27 +02:00
Matthias 97478abb9d Move format explanation string to HyperoptTools 2021-05-02 09:46:27 +02:00
Matthias f2e182002d Simplify calling backtesting by returning the proper result 2021-05-02 09:46:27 +02:00
Matthias e2e1d34828 Extract stake_currency param from hyperopt-explanationstring 2021-05-02 09:46:27 +02:00
Matthias 6aaaad29d7 Use backtesting output for hyperopt results 2021-05-02 09:46:27 +02:00
Matthias 545cba7fd8 Refactor optimize_report
we should not calculate non-daily statistics in the daily stats method
2021-05-02 09:46:27 +02:00
Matthias 9994fce577 Extract generation of report for one strategy to it's own method 2021-05-02 09:46:27 +02:00
Matthias b125c975c7 Rename strategy_comparison method 2021-05-02 09:46:27 +02:00
Matthias ac2e1eb3d7 Don't import joblib for regular strategies 2021-05-02 08:44:16 +02:00
Matthias 1cb430f59b Remove encoding specifics, gitattributes to echeckout as utf8 2021-05-01 17:41:40 +02:00
Matthias e0ca3c014c Don't completely remove encode/decode 2021-05-01 17:12:48 +02:00
Matthias 30da307d13 Remove encode/decode for hyperopt 2021-05-01 17:01:52 +02:00
Matthias e381df9098 extract has_space to Hyperopt-Tools 2021-05-01 16:36:35 +02:00
Matthias 7c8a367442 Update docs to not promote stoploss / take-profit 2021-04-28 20:36:06 +02:00
Matthias 2061162d79 Convert trade-opendate to python datetime 2021-04-26 20:01:13 +02:00
Rokas Kupstys 98f6fce2ec Use correct sell reason in case of custom sell reason. 2021-04-25 09:48:40 +03:00
Rokas Kupstys 595b8735f8 Add dataframe parameter to custom_stoploss() and custom_sell() methods. 2021-04-25 09:48:40 +03:00
Rokas Kupstys 1aad128d85 Support returning a string from custom_sell() and have it recorded as custom sell reason. 2021-04-25 09:48:40 +03:00
Matthias 88f26971fa Use defaultdict for backtesting 2021-04-24 19:15:09 +02:00
Matthias f12e002686
Merge pull request #4775 from freqtrade/fix_wallet_unlimited
Fix wallet unlimited
2021-04-24 15:54:06 +02:00
Matthias df16fbd742 Add "dataload complete" message to backtest + hyperopt 2021-04-23 19:22:41 +02:00
Matthias d8c8a8d8c2 Remvoe pointless arguments from get_trade_stake_amount 2021-04-21 20:01:10 +02:00
Matthias cfa9315e2a Prevent out of candle ROI sells 2021-04-20 20:29:53 +02:00
Matthias ce870bbcf7 Use 3 decimals for ROI space 2021-04-15 21:38:20 +02:00
Matthias 52c482cecf Convert trailing and roi defaults to skdecimal 2021-04-14 20:36:34 +02:00
Matthias e820814809 Default-stoploss-hyperopt should use decimal space, nto real 2021-04-14 20:32:34 +02:00
Matthias 9804e20114 Don't use _set_value for autoOpt-Spaces 2021-04-10 09:53:48 +02:00
Matthias 34e47db18d Test SKDecimal space 2021-04-09 22:15:24 +02:00
Matthias 5f67400649 Add SKDecimal Space 2021-04-09 21:58:15 +02:00
Matthias 7b2a0d46cb Fix typo 2021-04-05 15:38:25 +02:00
Matthias b470672dfd
Merge pull request #4596 from rokups/rk/hyper-strategy
Support for creating auto-hyperoptable strategies.
2021-04-05 13:55:32 +02:00
Matthias bd5e1c5096
Merge pull request #4660 from rextea/order_pairlist_results
Sort pair lists by total profit
2021-04-04 19:47:33 +02:00
rextea 9e56f6d4eb Sort pair lists by total profit 2021-04-04 01:19:38 +03:00
Matthias 9d4b5cc6bb Fix typo 2021-04-03 19:56:20 +02:00
Matthias 41cb2a6451 Merge branch 'develop' into pr/rokups/4596 2021-04-03 17:00:37 +02:00
Matthias 6555454bd2 Remove more ticker_interval occurances 2021-04-03 16:54:47 +02:00
Rokas Kupstys ea43d5ba85 Implement DecimalParameter and rename FloatParameter to RealParameter. 2021-04-02 17:08:16 +03:00
Matthias 5acdc9bf42 Fix type errors by converting all hyperopt methods to instance methods 2021-04-01 06:47:23 +02:00
Rokas Kupstys 5e5b11d4d6 Split "enabled" to "load" and "optimize" parameters. 2021-03-31 12:31:28 +03:00
Matthias 2869d5368d Allow edge to use dynamic pairlists
closes #4298
2021-03-30 20:20:24 +02:00
Matthias 89bbfd2324 Remove candle_count from dataframe before backtesting
closes #3754
2021-03-29 20:26:54 +02:00
Matthias 8022386404 Type custom_hyperopt 2021-03-27 18:00:07 +01:00
Matthias 786ddc6a91 remove unused imports 2021-03-27 10:47:33 +01:00
rextea 76a02ff70a fix indentations 2021-03-26 18:49:17 +03:00
rextea 2bed41da5d Add days breakdown table to backtesting 2021-03-26 18:40:50 +03:00
Rokas Kupstys 40f5c7853e [SQUASH] Add a way to temporarily disable a parameter (excludes from parameter loading/hyperopt) and print parameter values when executed. 2021-03-26 16:56:24 +02:00
Rokas Kupstys fd45dfd894 [SQUASH] Make skopt imports optional. 2021-03-26 16:56:24 +02:00
Rokas Kupstys 11689100e7 [SQUASH] Fix exception when HyperOpt nested class is not defined. 2021-03-26 16:56:24 +02:00
Rokas Kupstys e9f0babe8a [SQUASH] Use HyperStrategyMixin as part of IStrategy interface. 2021-03-26 16:56:24 +02:00
Rokas Kupstys 2d13e5fd50 [SQUASH] Oopsies. 2021-03-26 16:56:24 +02:00
Rokas Kupstys bb89e44e19 [SQUASH] Address PR comments.
* Split Parameter into IntParameter/FloatParameter/CategoricalParameter.
* Rename IHyperStrategy to HyperStrategyMixin and use it as mixin.
* --hyperopt parameter is now optional if strategy uses HyperStrategyMixin.
* Use OperationalException() instead of asserts.
2021-03-26 16:56:24 +02:00
Rokas Kupstys 0a205f52b0 Optional support for defining hyperopt parameters in a strategy file and reusing common hyperopt/strategy parts. 2021-03-26 16:56:24 +02:00
Matthias 8da7d5c009
Merge pull request #4594 from rextea/add_confirm_exit_enter_tade_to_backtesting
Add confirm_trade_exit and confirm_trade_entry to backtesting
2021-03-25 20:26:56 +01:00
Matthias 292ea8c1d0
Update backtesting.py 2021-03-25 09:34:33 +01:00
rextea 0ca95aa0c2 Change rate to acctual close rate 2021-03-25 10:25:25 +02:00
Matthias ec15610bff Fix isort issue 2021-03-24 19:21:07 +01:00
rextea f51f4b1817 Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:35:46 +02:00
rextea dc4ea604dd Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:19:16 +02:00
rextea eb5d69dcd4 Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:12:08 +02:00
rextea 6856963aef Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:09:41 +02:00
Matthias 76ca3c219f extract result-printing from hyperopt class 2021-03-17 20:45:15 +01:00
Matthias b57c150654 Final balance should include forcesold pairs 2021-03-14 09:48:40 +01:00
Matthias cd8d9f2930
Merge pull request #4534 from rokups/patch-1
Provide access to strategy instance from hyperopt class.
2021-03-13 17:14:47 +01:00
Rokas Kupstys 5e872273d1 Provide access to strategy instance from hyperopt class. 2021-03-13 15:13:42 +02:00
Matthias d1acc8092c Improve backtest performance 2021-03-13 10:17:14 +01:00
Matthias 0db5c9746f
Merge pull request #4454 from freqtrade/backtest_compound_speed
Backtest compound, wallet, ...
2021-03-10 10:07:40 +01:00
Matthias 4b550dab17 Always reset fake-databases
Otherwise results may stick around for the next strategy
2021-03-08 19:40:29 +01:00
Matthias 0b81b58d28 Use pandas.values.tolist instead of itertuples
speeds up backtesting
closes #4494
2021-03-07 11:28:54 +01:00
Patrick Weber 4532222010
Fixed line length in HyperOpt for new name
Fixed line length errors and multiple f strings to facilitate strategy being added in the name
2021-03-05 13:16:49 -06:00
Patrick Weber 345f7404e9
Add strategy name to HyperOpt results filename
This just extends the HyperOpt result filename by adding the strategy name. This allows analysis of HyperOpt results folder with no additional necessary context. An alternative idea would be to expand the result dict, but the additional static copies are non value added.
2021-03-05 12:56:11 -06:00
Matthias 731ab5d2a7 Fix too long line errors 2021-03-05 19:22:57 +01:00
Matthias bc05d03126 Make best / worst day absolute 2021-03-05 19:21:09 +01:00
raoulus 0968ecc1af added "Median profit" column to hyperopt -> export-csv 2021-03-04 17:27:04 +01:00
Matthias 078b77d41b Fix crash when using unlimited stake and no trades are made 2021-03-02 16:12:22 +01:00
Joe Schr 55a315be14 fix: avg_stake_amount should not be `NaN` if df is empty 2021-03-02 13:38:55 +01:00
Matthias 2083cf6ddf Fix mypy errors introduced by Arrow update 2021-03-01 08:57:57 +01:00
Matthias 9cb37409fd Explicitly convert starting-balance to float 2021-02-28 09:56:29 +01:00
Matthias b2e9295d7f Small stylistic fixes 2021-02-27 19:57:42 +01:00
Matthias 324b9dbdff Simplify wallet code 2021-02-27 10:33:25 +01:00
Matthias 98f3142b30 Improve handling of backtesting params 2021-02-27 09:33:00 +01:00
Matthias fc256749af Add test for backtesting _enter_trade 2021-02-27 09:33:00 +01:00
Matthias 53a57f2c81 Change some types
Fix types of new model object
2021-02-27 09:33:00 +01:00
Matthias 03eb23a4ce 2 levels of Trade models, one with and one without sqlalchemy
Fixes a performance issue when backtesting with sqlalchemy, as that
uses descriptors for all properties.
2021-02-27 09:33:00 +01:00
Matthias 394a6bbf2a Fix some type errors 2021-02-27 09:33:00 +01:00
Matthias 52acacbed5 Check min-trade-stake in backtesting 2021-02-27 09:33:00 +01:00
Matthias f04f07299c Improve backtesting metrics 2021-02-27 09:33:00 +01:00
Matthias 7913166453 Improve performance by updating wallets only when necessary 2021-02-27 09:33:00 +01:00
Matthias f367375e5b ABS drawdown should show wallet high and low values 2021-02-27 09:33:00 +01:00
Matthias 0d2f877e77 Use absolute drawdown calc 2021-02-27 09:32:59 +01:00
Matthias 74fc4bdab5 Shorten debug log 2021-02-27 09:32:59 +01:00
Matthias 72f21fc5ec Add trade-volume metric 2021-02-27 09:32:59 +01:00
Matthias 35e6a9ab3a Backtest-reports should calculate total gains based on starting capital 2021-02-27 09:32:59 +01:00
Matthias 8d61a26382 Allow dynamic stake for backtesting and hyperopt 2021-02-27 09:32:59 +01:00
Matthias e4abe902fc Enable compounding for backtesting 2021-02-27 09:32:59 +01:00
Matthias 0faa6f84dc Improve Wallet logging disabling for backtesting 2021-02-27 09:32:59 +01:00
Matthias 081b9be45c use get_all_locks to get locks for backtest result 2021-02-27 09:32:59 +01:00
Matthias 712d503e6c Use sell-reason value in backtesting, not the enum object 2021-02-27 09:32:59 +01:00
Matthias b5177eadab Extract close method for exchange 2021-02-27 09:32:59 +01:00
Matthias 4ce4eadc23 remove only ccxt objects when hyperopting 2021-02-27 09:32:59 +01:00
Matthias 9361aa1c95 Add wallets to backtesting 2021-02-27 09:32:59 +01:00
Matthias 11b20d6932 Add config to hyperopt_loss_function documentation 2021-02-17 07:04:29 +01:00
Matthias eff0d46ea1
Merge pull request #4375 from flomerz/pass_processed_data
pass data and config to loss function
2021-02-16 20:06:50 +01:00
Matthias 009a447d8a Adjust documentation for new parameter in loss functions 2021-02-16 19:51:09 +01:00
Florian Merz 3e06cd8b3a pass data and config to loss function 2021-02-16 10:11:33 +01:00
Florian Reitmeir 5c263c7ffd add backtesting results abs profit min/abs profit max, to get a better view if a strategy has a enough money to succeed 2021-02-14 19:41:12 +01:00
Matthias e7acee7904 Improve coin value output by rounding coin specific 2021-02-13 16:05:56 +01:00
Matthias 072abde9b7 Introduce round_coin_value to simplify coin rounding 2021-02-13 16:05:35 +01:00
Matthias c659150d9f Also print trade_duration in seconds to json 2021-01-25 19:42:34 +01:00
Matthias 62e43539c9 Limit max_open_trades to maximum available pairs
closes #4008
2021-01-24 19:59:54 +01:00
Matthias 789a980a30 Fix tests for new export format 2021-01-24 19:42:32 +01:00
Matthias deb8432d33 Streamline trade to dataframe conversion 2021-01-24 08:58:41 +01:00
Matthias 8ee264bc59 Don't use profit_percent for backtesting results anymore 2021-01-24 08:58:41 +01:00
Matthias 48977493bb Backtesting does not need to convert to BacktestResult object 2021-01-24 08:58:41 +01:00
Matthias 7c80eeea95 Add use_custom_stoploss to optimize_report 2021-01-19 22:51:12 +01:00
Matthias 0b65fe6afe Capture backtest start / end time 2021-01-14 19:09:25 +01:00
Matthias 9147106259 call bot_loop_start() in backtesting to allow setup-code to run 2021-01-14 19:09:25 +01:00
Matthias baa1142afa Use preprocessed to get min/max date in hyperopt 2021-01-14 19:09:21 +01:00
Matthias 9d4cdcad10 Extract backtesting of one strategy 2021-01-14 19:04:42 +01:00
Matthias f3de0dd3eb Fix support for protections in hyperopt
closes #4208
2021-01-14 06:53:40 +01:00
Matthias 63a579dbab Add sell_profit_offset parameter
Allows defining positive offsets before enabling the sell signal
2021-01-11 19:30:25 +01:00
Matthias f11fd2fee1 Sort imports 2020-12-23 17:00:02 +01:00
Matthias 67193bca3d Move pairlists to be a plugin submodule 2020-12-23 16:54:35 +01:00
Matthias 266031a6be Disallow PerformanceFilter for backtesting
closes #4072
2020-12-16 19:24:47 +01:00
Matthias f047297995 Improve wording, fix bug 2020-12-07 15:48:06 +01:00
Matthias 5849d07497 Export locks as part of backtesting 2020-12-07 11:39:01 +01:00