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optuna / optuna-dashboard

Real-time Web Dashboard for Optuna.
https://optuna-dashboard.readthedocs.io/en/latest/
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Ability to specify a higher level directory containing multiple study.db files #896

Open MushroomHunting opened 3 weeks ago

MushroomHunting commented 3 weeks ago

Feature Request

Currently when using the dashboard, I need to specify the sqlite:////"higher_level_dir/lower_level_dir_1/study.db" file. Loading the local address shows the study as expected. However, I have multiple lower level directories. e.g. my studies would be in


sqlite:////"higher_level_dir/lower_level_dir_1/study.db"
sqlite:////"higher_level_dir/lower_level_dir_2/study.db"
sqlite:////"higher_level_dir/lower_level_dir_3/study.db"
..
sqlite:////"higher_level_dir/lower_level_dir_K/study.db"

I would like to be able to run

optuna-dashbord sqlite:////"higher_level_dir/"

and have all the studies show up in the first dashboard menu so it's not necessary to run optuna-dashboard multiple times

Perhaps I have missed something in the documentation that allows such a functionality

Thanks again for the awesome library