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
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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
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
