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1717 Commits

Author SHA1 Message Date
Matthias
c0811ae896 Add possibility to override estimator from within hyperopt 2021-09-15 21:36:53 +02:00
Matthias
57ea0c322f Rename indicator_space to buy_indicator_space 2021-09-15 20:20:31 +02:00
Sam Germain
d77ab337bf merged with develop 2021-09-14 18:26:46 -06:00
Matthias
315ea1e116
Merge pull request #5566 from freqtrade/remove_hyperopt 
Remove legacy hyperopt
 2021-09-14 19:20:58 +02:00
Sam Germain
5225bd4a5b Merge branch 'develop' into feat/short 2021-09-13 14:02:23 -06:00
Matthias
a12c3ecc9b Remove credentials whenever dry-run is set from within the exchange 2021-09-13 20:27:32 +02:00
Matthias
fd6bf591f8 Update some tests to remove explicit hyperopt interface 2021-09-12 08:18:13 +02:00
Matthias
dad4a49e81 Remove legacy hyperopt interface from hyperopt.py 2021-09-12 08:18:13 +02:00
Sam Germain
695a8fc73b comment updates, formatting, TODOs 2021-09-08 03:09:39 -06:00
Matthias
68b75af08e Fix bug with inversed sell signals in backtesting 2021-09-05 08:59:18 +02:00
Matthias
ca44d2e092 Merge branch 'feat/short' into pr/samgermain/5378 2021-09-04 19:54:34 +02:00
Matthias
5184cc7749 Merge branch 'develop' into feat/short 2021-09-02 07:03:14 +02:00
Matthias
b0c4f079c2 Merge branch 'develop' into feat/backtest_detail 2021-08-31 20:16:42 +02:00
Matthias
2ce458810b rename default_hyperopt_loss file 2021-08-26 19:39:57 +02:00
Matthias
053d6d8ee1 Merge branch 'feat/short' into pr/samgermain/5378 2021-08-25 20:34:52 +02:00
Matthias
e1c3b7fd8c Merge branch 'develop' into feat/short 2021-08-25 20:31:40 +02:00
Matthias
7fb570cc58 hyperopt Fallback methods should not be used. 2021-08-25 20:28:55 +02:00
Matthias
23d21d8ace Fix wrong message if protection-space is missing 
closes #5480
 2021-08-25 19:57:10 +02:00
Matthias
cb4889398b Fix backtesting bug 2021-08-25 07:03:48 +02:00
Matthias
6524edbb4e Simplify should_exit interface 2021-08-24 20:47:54 +02:00
Matthias
b40f985b13 Add short-exit logic to backtesting 2021-08-24 20:02:40 +02:00
Matthias
eb71ee847c Rename backtest index constants 2021-08-24 06:56:06 +02:00
Matthias
11bd8e912e Fix some tests 2021-08-24 06:52:28 +02:00
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
Matthias
bb51da8297 Fix slow backtest due to protections 2020-12-07 11:39:01 +01:00
Matthias
75a5161650 Support multis-strategy backtests with protections 2020-12-07 11:39:01 +01:00
Matthias
a3f9cd2c26 Only load protections when necessary 2020-12-07 11:39:01 +01:00
Matthias
e2d15f4082 Add parameter to enable protections for backtesting 2020-12-07 11:39:01 +01:00
Matthias
32189d27c8 Disable output from plugins in backtesting 2020-12-07 11:39:01 +01:00
Matthias
9f34aebdaa Allow closing trades without message 2020-12-07 11:39:01 +01:00
Matthias
b606936eb7 Make changes to backtesting to incorporate protections 2020-12-07 11:39:01 +01:00
Matthias
e40d97e05e Small formatting improvements 2020-11-28 17:52:29 +01:00
Matthias
5d3f59df90 Add best / worst trade 2020-11-28 17:45:56 +01:00
Matthias
a00f852cf9 Add best / worst pair to summary statistics 2020-11-28 17:37:10 +01:00
Matthias
a47d8dbe56 Small refactor, avoiding duplicate calculation of profits 2020-11-28 11:35:29 +01:00
Matthias
730c9ce471 Add Max_open_trades to summary metrics 2020-11-24 06:57:26 +01:00
Matthias
887d78171c
Merge pull request #3857 from freqtrade/arrow_deprecation_timestamp 
Convert timestamp to int_timestamp for all arrow occurances
 2020-11-02 16:40:43 +01:00
Matthias
e73203acb8 FIx bug with dmmp 2020-11-01 10:51:07 +01:00
Matthias
7a092271c5 Merge branch 'develop' into arrow_deprecation_timestamp 2020-10-20 20:01:54 +02:00
Matthias
cf2ae788d7 Convert backtesting rows to Tuples for performance gains 2020-10-18 17:16:57 +02:00
Matthias
5d3a67d324 Don't debug-log during backtesting. 
Even though log-messages are surpressed, calling "debug" will always
have to do something.
 2020-10-18 16:38:16 +02:00
Matthias
b80a219d03 Improve typehints for backtesting 2020-10-18 16:35:23 +02:00
Matthias
380e6628e0 Merge branch 'develop' into feat/backtest_speedup_serialize 2020-10-18 16:19:04 +02:00
Matthias
2591a34db4 Don't use arrow objects for backtesting 2020-10-18 16:18:52 +02:00
Matthias
ecddaa663b Convert timestamp to int_timestamp for all arrow occurances 2020-10-13 06:24:01 +02:00
Matthias
23bad8fd9f Rename DefahltHyperoptLoss function to ShortTradeDurHyperOptLoss 2020-10-10 14:22:29 +02:00
Matthias
23278e52db remove obsolete logging statements 2020-10-08 20:22:59 +02:00
Matthias
e8f2c09f08 Extract handling of left open trades to seperate method 2020-10-08 20:11:45 +02:00
Matthias
52502193c4 Backtesting should not double-loop for sell signals 2020-10-07 20:59:05 +02:00
Matthias
40b61bbfe3 Adjust trailing-stop to be python compliant 2020-10-05 07:44:12 +02:00
Matthias
cb74c9bcde Fix hyperopt output 2020-10-03 13:27:06 +02:00
Matthias
6977ffdbf9 Merge branch 'develop' into isort_config 2020-09-28 20:21:55 +02:00
Matthias
253b7b763e Apply isort to freqtrade codebase 2020-09-28 19:40:46 +02:00
Matthias
c42a924df8 Load latest file 2020-09-27 16:50:42 +02:00
Matthias
ff96cf154c Keep hyperopt result history 2020-09-27 16:33:26 +02:00
Matthias
b736691e0e Remove hyperopt --continue 2020-09-27 16:18:28 +02:00
Matthias
bb27b236ce Remove unused arguments 2020-09-26 14:55:12 +02:00
Matthias
ff3e2641ae generate_backtest_stats must take config options from the strategy 
config

as a strategy can override certain options.
 2020-09-25 20:47:37 +02:00
Matthias
378f03a5b1 Add relevant parameters to stored backtest result 2020-09-25 06:37:40 +02:00
Matthias
6674285b12
Merge pull request #3756 from allenday/patch-1 
prettify hyperopt console output
 2020-09-19 17:43:05 +02:00
Matthias
f0d7f18cf9 Pad wins / draws / losses for hyperopt with spaces instead of 0's 2020-09-19 17:32:22 +02:00
Matthias
ec01f20bf8 Add ratio to sell reason stats 2020-09-16 20:27:28 +02:00
Allen Day
f63a378967
Update hyperopt.py 
zero pad wins/draws/losses (W/D/L) column to preserve alignment in console pretty print
 2020-09-07 23:26:55 +08:00
Matthias
284d39930f Allow using pairlists through dataprovider in backtesting 2020-08-30 10:07:28 +02:00
Matthias
d8a6410fd1 Fix small bug when using max-open-trades -1 in backtesting 2020-08-23 09:00:57 +02:00
Matthias
3d93236709 Remove unused import 2020-08-21 14:55:47 +02:00
Matthias
301f74fd1b
Merge pull request #3418 from freqtrade/hyperopt_colorama_init 
Test colorama init again (after the fixes done to progressbar)
 2020-08-21 14:54:35 +02:00
Matthias
4f1179d85c Test for empty case 2020-08-20 20:11:58 +02:00
Matthias
f5a9001dc0 Handle backtest results without any trades 2020-08-20 19:51:36 +02:00
Matthias
3d515ed5bf
Merge pull request #3558 from freqtrade/bt_add_maxdrawdown 
Revise backtesting export format, add some metrics
 2020-08-19 06:39:47 +02:00
Matthias
9982ad2f36 Add profit to backtest summary output 2020-08-18 16:59:24 +02:00
Matthias
668d167adc Add docstring to store_backtest_stats 2020-08-18 16:15:24 +02:00
Matthias
4eb17b4daf Remove unneeded function 2020-08-18 15:20:37 +02:00
Matthias
a6dac9acf3
Merge pull request #3667 from freqtrade/hyperopt_enable_dataprovider 
Hyperopt enable dataprovider
 2020-08-17 07:00:48 +02:00
Matthias
1f153f51ee
Merge pull request #3660 from freqtrade/hyperopt_default_tests 
Move DefaultHyperopt to tests
 2020-08-17 06:49:55 +02:00
Matthias
b98107375e Improve formatting of result string to be a bit conciser 2020-08-14 07:31:14 +02:00
Matthias
d76ee43246 Show wins / draws / losses in hyperopt table 2020-08-14 07:14:10 +02:00
Matthias
05bd099f51 Merge branch 'develop' into pr/yazeed/3008 2020-08-14 06:58:09 +02:00
Matthias
87e4a82041 Merge branch 'develop' into bt_add_maxdrawdown 2020-08-09 08:34:36 +02:00
Matthias
fca41a44bb Also logg timeframe 2020-08-08 20:20:58 +02:00
Matthias
2afe1d5b11 Add link to full sample 2020-08-08 17:30:31 +02:00
Matthias
dd430455e4 Enable dataprovier for hyperopt 2020-08-08 17:04:32 +02:00
Matthias
8b6d10daf1 Move DefaultHyperopt to test folder (aligned to strategy) 2020-08-06 08:50:41 +02:00
Matthias
aab5596fa6 Convert trade open / close to timestamp 
(to allow uniform analysis of backtest and real trade data - while
giving control of date-formatting to the endsystem.
 2020-07-27 07:20:40 +02:00
Matthias
977a6d4e9c Add profit_total to results line 2020-07-26 16:10:48 +02:00
Matthias
454046f745 Add stake_currency and max_opeN_trades to backtest result 2020-07-26 15:55:54 +02:00
Matthias
8d0f338bf2 Timestamps should be in ms 2020-07-26 15:23:21 +02:00
Matthias
9ed5fed887 Fix output format to be of an identical type 2020-07-26 15:17:54 +02:00
Matthias
902e8fa62f Fix wrong spelling in one subcomponent 2020-07-26 14:39:00 +02:00
Matthias
c1191400a4 Allow 0 fee value by correctly checking for None 2020-07-15 19:20:20 +02:00
Matthias
bdf611352e Update summary-metrics output 2020-07-14 19:34:01 +02:00
Matthias
1fc4451d2f Avoid \ linebreak 2020-07-03 20:32:04 +02:00
Matthias
0d15a87af8 Remove old store_backtest method 2020-07-03 20:21:32 +02:00
Matthias
987188e41f Add avgduration for winners and losers 2020-07-03 19:58:02 +02:00
Matthias
8e0ff4bd86 Add Win / draw / losing days 2020-07-03 19:45:45 +02:00
Matthias
42868ad24a Add best / worst day to statistics 2020-07-03 19:30:29 +02:00
Matthias
7c5587aeaa exportfilename can be a file or directory 2020-07-03 06:58:27 +02:00
Matthias
2ed808da1f Extract .last_result.json to constant 2020-07-03 06:58:27 +02:00
Matthias
59e0ca0aaa Add pairlist to backtest-result 2020-07-03 06:58:27 +02:00
Matthias
c13ec4a1d4 implement fallback loading for load_backtest_data 2020-07-03 06:58:27 +02:00
Matthias
7727292861 Rename duration to trade_duration 2020-07-03 06:58:27 +02:00
Matthias
f368aabcc7 Add amount to backtest-result 2020-07-03 06:58:27 +02:00
Matthias
6e94734678 Add fee to backtestresult 2020-07-03 06:58:27 +02:00
Matthias
03ab61959b Add test for generate_backtest_stats 2020-07-03 06:58:27 +02:00
Matthias
075eb0a161 Fix sequence of saving 2020-07-03 06:58:27 +02:00
Matthias
0fa56be9d2 remove openIndex and closeIndex from backtest-report 2020-07-03 06:58:27 +02:00
Matthias
04cbc2cde5 Shorten variable 2020-07-03 06:58:27 +02:00
Matthias
b068e7c564 Rename open_time and close_time to *date 2020-07-03 06:58:27 +02:00
Matthias
415853583b Save backtest-stats 2020-07-03 06:58:27 +02:00
Matthias
81c8e8677d use 0 as profit mean, not nan 2020-07-03 06:58:27 +02:00
Matthias
480c5117f1 Handle empty return strings 2020-07-03 06:58:27 +02:00
Matthias
5fce7f3b22 Add market Change 
closes #2524 and #3518
 2020-07-03 06:58:27 +02:00
Matthias
cf044d166e Tests should use new Datetime format too 2020-07-03 06:58:27 +02:00
Matthias
fbddfaeacf Introduce DatetimePrintFormat 2020-07-03 06:58:27 +02:00
Matthias
cbcf3dbb43 Add more metrics to summarytable 2020-07-03 06:58:27 +02:00
Matthias
6922fbc3aa Add max_drawdown error handler 2020-07-03 06:58:27 +02:00
Matthias
455b26ea48 Add max drawdown to backtesting 2020-07-03 06:58:27 +02:00
hroff-1902
02c0488d45
Merge pull request #3453 from freqtrade/fix/3363 
Backtesting should load pairlists after the strategy
 2020-06-29 21:53:33 +03:00
Matthias
0b2982caed Merge branch 'develop' into hyperopt_colorama_init 2020-06-16 10:16:41 +02:00
Matthias
761407f74d
Merge pull request #3430 from freqtrade/timeframe 
ticker_interval -> timeframe
 2020-06-15 13:47:26 +02:00
Matthias
a3506f4d8e Merge branch 'develop' into timeframe 2020-06-15 06:35:55 +02:00
Matthias
d337fb6c6a Update some comments 2020-06-15 06:35:31 +02:00
hroff-1902
ea77edce05
Make flake happy 2020-06-13 18:54:54 +03:00
hroff-1902
3d9b107761
Changes after review 2020-06-13 17:12:37 +03:00
Felipe Lambert
69ac5c1ac7 change hyperopt return to better copy to strategy file 2020-06-10 14:35:31 -03:00
Matthias
72ae4b1500 Load pairlist after strategy to use strategy-config 
fail in certain conditions when using strategy-list

Fix #3363
 2020-06-07 16:15:26 +02:00
Matthias
a75b94f143 use bracket notation for dataframe access 2020-06-07 15:40:00 +02:00
Matthias
68395d2745 Use bracket notation to query results in hyperopt 2020-06-07 15:39:59 +02:00
Matthias
04779411f5 Add docstring to backtest_stats 2020-06-07 15:39:59 +02:00
Matthias
070913f327 Rename text_table generation 2020-06-07 11:35:02 +02:00
Matthias
499c6772d1 Rename tabulate methods 
they don't "generate" anything
 2020-06-07 11:31:33 +02:00
Matthias
a6f6724752 Reorder functions in optimize_report 2020-06-07 11:29:14 +02:00
hroff-1902
64881a94e2
Merge branch 'develop' into timeframe 2020-06-02 15:56:34 +03:00
Matthias
a8005819c9 Add class-level attributes to hyperopt and strategy 2020-06-02 10:19:27 +02:00
Matthias
f9bb1a7f22 Update more occurances of ticker_interval 2020-06-02 10:02:55 +02:00
Matthias
3e895ae74a Some more replacements of ticker_interval 2020-06-02 09:41:42 +02:00
Matthias
cadc50ce9b Replace more occurances of ticker_interval with timeframe 2020-06-01 20:49:40 +02:00
Matthias
d9afef8fe1 Move colorama_init to where it was 2020-06-01 09:37:10 +02:00
Matthias
ffa93377b4 Test colorama init again (after the fixes done to progressbar) 2020-06-01 09:34:03 +02:00
Matthias
091693308a Correctly call show_backtest_results 2020-06-01 09:25:26 +02:00
Matthias
ceaf32d304 Extract backtesting report generation from show_backtest_Results 2020-06-01 09:24:05 +02:00
Matthias
f202e09b10 Extract conversion to trades list to it's own function 2020-06-01 08:57:31 +02:00
Matthias
18a5787a2c
Reorder typing imports 
Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
 2020-05-27 19:17:15 +02:00
Matthias
abf79e4ab4 Use temporary variable to clean up code 2020-05-25 20:47:48 +02:00
Matthias
6a9a8f927e Rename some methods, improve some testing 2020-05-25 20:46:31 +02:00
Matthias
462c35cf75 Move stats generation to the top 2020-05-25 20:22:22 +02:00
Matthias
027ea64d48 Fix docstrings, extract strategy-list results 2020-05-25 19:55:02 +02:00
Matthias
db257e9f7f Rename method to be public 2020-05-25 19:50:23 +02:00
Matthias
18a2dad684 Extract data generation from generate_text_table 2020-05-25 19:35:32 +02:00
Matthias
0917b17efd Refactor result_line to return dict 2020-05-25 19:21:01 +02:00
Matthias
876a9e4f44 finish refactor of sell_reason table 2020-05-25 07:08:15 +02:00
Matthias
d17300fd84 Refactor sell reason stats to return a dict 2020-05-25 07:02:24 +02:00
Matthias
9d1ad70bb7 Split optimize generation from printing 2020-05-25 06:44:51 +02:00
Florian Merz
889a153731 fix PEP8 2020-05-03 17:29:56 +02:00
Florian Merz
690bb7646a hyperopt csv export - add params 2020-05-03 17:00:12 +02:00
Matthias
509f38d3aa Use non-deprectated parameter for progressbar 2020-05-01 17:59:24 +02:00
hroff-1902
726e52aaa7 Use skopt model_queue_size instead of custom hack 2020-04-29 10:49:25 +03:00
hroff-1902
c26835048c Hyperopt cleanup, do not use 'trials' 2020-04-28 22:56:19 +03:00
hroff-1902
a01ed170f5 Improve hyperopt-list logging 2020-04-28 17:33:07 +03:00
hroff-1902
9ebc997e9d
Merge pull request #3215 from freqtrade/backtest_use_pairlists 
Backtest use pairlists
 2020-04-27 13:34:06 +03:00
Matthias
fb8a85da01 Disallow VolumePairList from backtesting for now 2020-04-27 07:56:17 +02:00
Matthias
e8530c36d3 Remove pairlists from hyperopt too (it holds a reference to exchange) 2020-04-25 15:46:20 +02:00
Matthias
8987859044 Enable pairlist parsing for backtesting and hyperopt 2020-04-25 15:37:13 +02:00
hroff-1902
d9f255a6c0 Fix asterisk printing for csv output 2020-04-25 12:49:14 +03:00
Yazeed Al Oyoun
c9711678fd fixed indent 2020-04-25 11:31:51 +02:00
Yazeed Al Oyoun
181b12b3a8 added wins/draws/losses 2020-04-25 11:31:51 +02:00
Yazeed Al Oyoun
6147498fd4 fixed indent 2020-04-25 11:31:51 +02:00
Yazeed Al Oyoun
2fb3d94938 added wins/draws/losses 2020-04-25 11:31:51 +02:00
hroff-1902
2d994f6feb Better printing of asterisk 2020-04-24 21:57:29 +03:00
hroff-1902
6e5f0869b3 Remove another unused method 2020-04-24 18:39:08 +03:00
hroff-1902
5c012d79eb Remove unused method 2020-04-24 18:14:07 +03:00
Matthias
d36e2cf6ab Fix random test failure in hyperopt 2020-04-16 07:06:47 +02:00
hroff-1902
8b6a7e685e
Merge pull request #3133 from freqtrade/backtesting_filenameexpanding 
[minor] Fix filename handling with --strategy-list
 2020-04-15 12:02:19 +03:00
hroff-1902
4d80f52db4
Merge pull request #3134 from freqtrade/backtesting_memory 
Backtesting memory and dataframe
 2020-04-13 23:08:45 +03:00
Fredrik81
2c1c1c7f16
Update freqtrade/optimize/hyperopt.py 
nice find

Co-Authored-By: Matthias <xmatthias@outlook.com>
 2020-04-11 17:42:32 +02:00
Fredrik81
d9e54ab7a4
Update freqtrade/optimize/hyperopt.py 
nice find

Co-Authored-By: Matthias <xmatthias@outlook.com>
 2020-04-11 17:42:19 +02:00
Fredrik81
4707484a4c Fix issue with colring enabled + styling 2020-04-09 11:42:13 +02:00
Fredrik81
cdc774549e Merge branch 'develop' into progress-bar 2020-04-08 01:56:43 +02:00
Fredrik81
132f5f73f5
Update hyperopt.py 2020-04-07 10:44:18 +02:00
Fredrik81
c95906cfcf
Update hyperopt.py 2020-04-07 10:42:15 +02:00
Fredrik81
d5609d4997 Changed back to progressbar2 for better handling of logger. 
Coloring still needs some work (bug + what colors to use)
 2020-04-06 13:12:32 +02:00
Matthias
de47186263 Use .loc for assignments 2020-04-02 19:31:48 +02:00
Matthias
cf6e6488c7 Fix filename handling with --strategy-list 2020-04-02 17:29:18 +02:00
Matthias
3d4664c2a6 Remove unnecessary import 2020-03-15 15:40:12 +01:00
Matthias
e1b08ad76c Add docstring to store_backtest_result 2020-03-15 15:38:26 +01:00
Matthias
e95665ceca Make backtestresult storing independent from printing 2020-03-15 15:36:23 +01:00
Matthias
a13d581658 Move backtest-result visualization out of backtesting class 2020-03-15 15:17:53 +01:00
Matthias
6106d59e1a Move store_backtest_results to optimize_reports 2020-03-15 15:17:35 +01:00
Matthias
328dbd3930 Remove unnecessary parameter to generate_text_table_sell_reason 2020-03-15 15:04:48 +01:00
Matthias
0f1640bed4 convert exportfilename to Path when config parsing 2020-03-15 09:39:45 +01:00
hroff-1902
51f52c8609
Merge branch 'develop' into no-ticker-2 2020-03-13 16:43:52 +03:00
hroff-1902
a7ed51c642 return back the name of the hyperopt data file 2020-03-13 04:04:23 +03:00
hroff-1902
ebb0187f40 dataframe -> df_analyzed in backtesting and edge 2020-03-13 03:54:56 +03:00
Fredrik81
5737139979 Small fix 2020-03-12 16:47:09 +01:00
Fredrik81
1a59fc11be doh 2020-03-12 02:36:18 +01:00
Fredrik81
df1ae565dc clean-up 2020-03-12 02:26:41 +01:00
Fredrik81
9387ed923c fix for empty lines 2020-03-12 02:07:50 +01:00
Fredrik81
81cbb92556 Switch to TQDM 2020-03-11 22:30:36 +01:00
Fredrik81
3a8b68c0fd Initial work on progressbar 2020-03-10 20:30:36 +01:00
hroff-1902
73c19da4b9 Adjust handling of zero stdev in loss functions 2020-03-10 13:44:16 +03:00
hroff-1902
f148b5f734
cosmetics in lambdas 2020-03-10 10:38:37 +03:00
Fredrik81
bd158eefd2 Fixed loggin 2020-03-10 03:02:52 +01:00
Fredrik81
2f5fc731bb Removed overwrite option 2020-03-09 18:53:30 +01:00
Fredrik81
cb419614cd Spelling miss 2020-03-08 23:00:21 +01:00
Fredrik81
4ad93ed6bb Changed output for null columns 2020-03-08 22:41:05 +01:00
hroff-1902
3208faf7ed Do not use ticker where it's not a ticker 2020-03-08 20:47:02 +03:00
Fredrik81
7606d814fa Initial work on csv-file export. Missing docs and tests 2020-03-05 01:58:33 +01:00
hroff-1902
57523d58df
Merge pull request #2994 from Fredrik81/hyperopt-table 
Added dynamic print table function to hyperopt
 2020-03-04 23:44:53 +03:00
Fredrik81
090d1e8a70 Alignment and cleanups 2020-03-04 20:51:09 +01:00
Fredrik81
7652a2bb95 Updated table layout and aligning better for hyperopt 2020-03-04 00:10:47 +01:00
Fredrik81
399c419163 Changed table formating. Adding some code to align hyperopt table generation. WIP 2020-03-03 01:14:56 +01:00
hroff-1902
82bdd01843
Merge pull request #3003 from Fredrik81/cores-and-arguments 
Hyperopt: fix number of CPU cores, jobs and total epochs
 2020-03-03 02:12:21 +03:00
hroff-1902
52cd5f9127
Better use enumerate: more correct and more pythonic 2020-03-03 01:42:25 +03:00
hroff-1902
45c9496792
Do not run optimizer for 'jobs' epochs for the last iteration 2020-03-03 01:33:11 +03:00
hroff-1902
a7d4755859
optimize calculation of current_jobs 2020-03-03 01:20:14 +03:00
hroff-1902
92425642da
Fix config_jobs 2020-03-03 01:00:24 +03:00
Fredrik81
0e4862b0c8 Added logging if argument is miss-configured 2020-03-02 22:58:54 +01:00
Fredrik81
7713cfeb79 Corrected logic for -j + and - argument 2020-03-02 21:02:32 +01:00
Fredrik81
f08c7eedf1 Changed jobs to be dynamic for last loop 2020-03-01 14:35:13 +01:00
Fredrik81
75b4f1a442 Fix alignment of higher values 2020-03-01 14:12:27 +01:00
Fredrik81
e89fd33229 Fix for more arguments 2020-02-29 23:57:15 +01:00
Fredrik81
7a4edb1cd8 Fix: When total epochs is less than cpu cores 2020-02-29 23:41:59 +01:00
Fredrik81
23ae0653bd Changed table output to match hyperopt-list command 2020-02-29 23:24:08 +01:00
hroff-1902
0528af1700
Merge pull request #2879 from freqtrade/sortino_hyperopt_loss 
Sortino hyperopt loss
 2020-02-29 11:36:27 +03:00
Fredrik81
349aa2f957 Added dynamic print table function to hyperopt 2020-02-28 21:54:04 +01:00
hroff-1902
bee8e92f02
Final changes, use sqrt i.o. statistics.pstdev 2020-02-28 23:50:25 +03:00
Fredrik81
55d471190a Changed table style of backtesting and alignment of headers 2020-02-27 13:28:28 +01:00
hroff-1902
893d9cde8d
Merge pull request #2943 from Fredrik81/add-print-table 
Added function to print hyperopt-list as table using tabulate
 2020-02-27 05:22:41 +03:00
Fredrik81
cd7efde6c0 Fixed coloring so it's only targeting the values not the table borders 2020-02-24 22:06:21 +01:00
Fredrik81
23bf135b8a Alignment of table content, changed coloring, changed 'Best' column to show if it's initial_point or best 2020-02-24 11:01:14 +01:00
Yazeed Al Oyoun
3fb6818bd8
Merge branch 'develop' into sortino_hyperopt_loss 2020-02-19 02:37:25 +01:00
Fredrik Rydin
2058b492eb Added function to print hyperopt-list as table using tabulate 2020-02-18 22:46:53 +01:00
Matthias
6335d81ceb Merge branch 'develop' into data_handler 2020-02-16 15:12:14 +01:00
hroff-1902
674898bd32 Fix usage of vars in the commented out line 2020-02-16 15:26:40 +03:00
hroff-1902
42dfda9231 Adjust docstring 2020-02-16 13:46:07 +03:00
hroff-1902
fbe5cc44da Use statistics.pstdev 2020-02-16 13:43:23 +03:00
hroff-1902
1e84b2770c Fix values of downside_returns 2020-02-16 04:10:53 +03:00
hroff-1902
161dd1a3e6 Rename risk_free_return to minumum_accepted_return 2020-02-16 03:55:16 +03:00
hroff-1902
b2328cdf4f
Do not subtract risk_free_ratio twice 2020-02-13 07:07:35 +03:00
hroff-1902
9ec9a7b124
Fix t_index to be normalized 2020-02-09 21:20:15 +03:00
hroff-1902
c89a32224c
Fix SharpeHyperOptLossDaily 2020-02-09 18:40:19 +03:00
Matthias
d65a06947d Merge branch 'develop' into data_handler 2020-02-09 15:16:43 +01:00
hroff-1902
61ced5e926 Fix typo 2020-02-08 02:49:06 +03:00
Yazeed Al Oyoun
e8b9d88eb6 moved line for total_downside 2020-02-07 16:44:55 +03:00
Yazeed Al Oyoun
a46b7bcd6d more fixes... 2020-02-07 16:44:43 +03:00
Yazeed Al Oyoun
9bcc5d2eed fixed downside_returns to read from profit_percent_after_slippage 2020-02-07 16:36:12 +03:00
Yazeed Al Oyoun
728ab0ff21 Added both SortinoHyperOptLoss and SortinoHyperOptLossDaily 2020-02-07 16:35:28 +03:00
Yazeed Al Oyoun
b56a1f0603 initial push of sortino, work not done, still need own tests 2020-02-07 16:34:20 +03:00
Yazeed Al Oyoun
deb0b7ad67 Added both SortinoHyperOptLoss and SortinoHyperOptLossDaily 2020-02-07 16:30:37 +03:00
Yazeed Al Oyoun
44d67389d2 initial push of sortino, work not done, still need own tests 2020-02-07 16:29:27 +03:00
Yazeed Al Oyoun
ff819386e1 added draws to backtesting tables, reduced len of some labels to help fit this without increasing total width 2020-02-07 03:51:50 +01:00