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Add support for --timeframe-detail in hyperopt

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fix #7070
This commit is contained in:
Matthias 2022-07-23 08:42:20 +02:00
parent 32c3f62934
commit e97468964a
2 changed files with 17 additions and 8 deletions
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23
docs/hyperopt.md
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@ -40,13 +40,15 @@ pip install -r requirements-hyperopt.txt
``` ```
usage: freqtrade hyperopt [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] usage: freqtrade hyperopt [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
[--userdir PATH] [-s NAME] [--strategy-path PATH] [--userdir PATH] [-s NAME] [--strategy-path PATH]
[-i TIMEFRAME] [--timerange TIMERANGE] [--recursive-strategy-search] [-i TIMEFRAME]
[--timerange TIMERANGE]
[--data-format-ohlcv {json,jsongz,hdf5}] [--data-format-ohlcv {json,jsongz,hdf5}]
[--max-open-trades INT] [--max-open-trades INT]
[--stake-amount STAKE_AMOUNT] [--fee FLOAT] [--stake-amount STAKE_AMOUNT] [--fee FLOAT]
[-p PAIRS [PAIRS ...]] [--hyperopt-path PATH] [-p PAIRS [PAIRS ...]] [--hyperopt-path PATH]
[--eps] [--dmmp] [--enable-protections] [--eps] [--dmmp] [--enable-protections]
[--dry-run-wallet DRY_RUN_WALLET] [-e INT] [--dry-run-wallet DRY_RUN_WALLET]
[--timeframe-detail TIMEFRAME_DETAIL] [-e INT]
[--spaces {all,buy,sell,roi,stoploss,trailing,protection,default} [{all,buy,sell,roi,stoploss,trailing,protection,default} ...]] [--spaces {all,buy,sell,roi,stoploss,trailing,protection,default} [{all,buy,sell,roi,stoploss,trailing,protection,default} ...]]
[--print-all] [--no-color] [--print-json] [-j JOBS] [--print-all] [--no-color] [--print-json] [-j JOBS]
[--random-state INT] [--min-trades INT] [--random-state INT] [--min-trades INT]
@ -89,6 +91,9 @@ optional arguments:
--dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET --dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET
Starting balance, used for backtesting / hyperopt and Starting balance, used for backtesting / hyperopt and
dry-runs. dry-runs.
--timeframe-detail TIMEFRAME_DETAIL
Specify detail timeframe for backtesting (`1m`, `5m`,
`30m`, `1h`, `1d`).
-e INT, --epochs INT Specify number of epochs (default: 100). -e INT, --epochs INT Specify number of epochs (default: 100).
--spaces {all,buy,sell,roi,stoploss,trailing,protection,default} [{all,buy,sell,roi,stoploss,trailing,protection,default} ...] --spaces {all,buy,sell,roi,stoploss,trailing,protection,default} [{all,buy,sell,roi,stoploss,trailing,protection,default} ...]
Specify which parameters to hyperopt. Space-separated Specify which parameters to hyperopt. Space-separated
@ -146,7 +151,9 @@ Strategy arguments:
Specify strategy class name which will be used by the Specify strategy class name which will be used by the
bot. bot.
--strategy-path PATH Specify additional strategy lookup path. --strategy-path PATH Specify additional strategy lookup path.
--recursive-strategy-search
Recursively search for a strategy in the strategies
folder.
``` ```
### Hyperopt checklist ### Hyperopt checklist
@ -867,10 +874,12 @@ You can also enable position stacking in the configuration file by explicitly se
As hyperopt consumes a lot of memory (the complete data needs to be in memory once per parallel backtesting process), it's likely that you run into "out of memory" errors. As hyperopt consumes a lot of memory (the complete data needs to be in memory once per parallel backtesting process), it's likely that you run into "out of memory" errors.
To combat these, you have multiple options: To combat these, you have multiple options:
* reduce the amount of pairs * Reduce the amount of pairs.
* reduce the timerange used (`--timerange <timerange>`) * Reduce the timerange used (`--timerange <timerange>`).
* reduce the number of parallel processes (`-j <n>`) * Avoid using `--timeframe-detail` (this loads a lot of additional data into memory).
* Increase the memory of your machine * Reduce the number of parallel processes (`-j <n>`).
* Increase the memory of your machine.
## The objective has been evaluated at this point before. ## The objective has been evaluated at this point before.

2
freqtrade/commands/arguments.py
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@ -28,7 +28,7 @@ ARGS_BACKTEST = ARGS_COMMON_OPTIMIZE + ["position_stacking", "use_max_market_pos
ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path", ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path",
"position_stacking", "use_max_market_positions", "position_stacking", "use_max_market_positions",
"enable_protections", "dry_run_wallet", "enable_protections", "dry_run_wallet", "timeframe_detail",
"epochs", "spaces", "print_all", "epochs", "spaces", "print_all",
"print_colorized", "print_json", "hyperopt_jobs", "print_colorized", "print_json", "hyperopt_jobs",
"hyperopt_random_state", "hyperopt_min_trades", "hyperopt_random_state", "hyperopt_min_trades",