himkt / optuna-e2e

Setup database

docker compose up --build

Clean

docker compose down

Run optimization with Optuna v2.10.0

docker compose run --rm optuna-210 bash

Run optimization with Optuna v3.0.0

docker compose run --rm optuna-300 bash

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Migration

# Create study
docker compose run --rm optuna-210 python src/init.py

# Run migration on RDB
docker compose run --rm optuna-300 bash src/upgrade.sh

# Run migration on Redis
docker compose run --rm optuna-210 python src/redis/copy_study.py
docker compose run --rm optuna-300 bash src/redis/upgrade.sh
docker compose run --rm optuna-300 python src/redis/copy_back_study.py

# Resume study
docker compose run --rm optuna-300 python src/load.py