Error: Incompatible RDB Schema
% if rdb_schema_unsupported:
Your Optuna version {{ optuna_ver }} seems outdated against the storage version. Please try updating optuna to the latest version by `$ pip install -U optuna`.
% elif rdb_schema_needs_migrate:
The runtime optuna version {{ optuna_ver }} is no longer compatible with the table schema. Please execute `$ optuna storage upgrade --storage $STORAGE_URL` or press the following button for upgrading the storage.
% end
""" # noqa: E501
)
def update_schema_compatibility_flags(storage: RDBStorage) -> None:
global rdb_schema_needs_migrate, rdb_schema_unsupported
with rdb_schema_migrate_lock:
current_version = storage.get_current_version()
head_version = storage.get_head_version()
rdb_schema_needs_migrate = current_version != head_version
rdb_schema_unsupported = current_version not in storage.get_all_versions()
def is_incompatible() -> bool:
return rdb_schema_needs_migrate or rdb_schema_unsupported
def register_rdb_migration_route(app: Bottle, storage: BaseStorage) -> None:
if isinstance(storage, RDBStorage):
update_schema_compatibility_flags(storage)
@app.get("/incompatible-rdb-schema")
def get_incompatible_rdb_schema() -> BottleViewReturn:
if not is_incompatible() or not isinstance(storage, RDBStorage):
return redirect("/dashboard", 302)
return rdb_schema_template.render(
rdb_schema_needs_migrate=rdb_schema_needs_migrate,
rdb_schema_unsupported=rdb_schema_unsupported,
optuna_ver=optuna_ver,
)
@app.post("/incompatible-rdb-schema")
def post_incompatible_rdb_schema() -> BottleViewReturn:
if not isinstance(storage, RDBStorage):
return redirect("/dashboard", 302)
global rdb_schema_needs_migrate
assert not rdb_schema_unsupported
with rdb_schema_migrate_lock:
storage.upgrade()
rdb_schema_needs_migrate = False
return redirect("/dashboard", 302)
@app.hook("before_request")
def check_schema_compatibility() -> None:
if not isinstance(storage, RDBStorage):
return
if request.path != "/" and not request.path.startswith("/dashboard"):
return
update_schema_compatibility_flags(storage)
if is_incompatible():
return redirect("/incompatible-rdb-schema", 302)