Seems they have had nuclear reactors capable of breeding plutonium for quite a few years.
The old saying was Japan was a screwdriver and a bit of assembly from being a nuclear capable country.
“We do not have the weapons” is not saying they to not have all the components.
All that, and they reprocess spent reactor fuel producing amount other things plutonium.
If they should happen to need any.