The kind of drugs is very hard to obtain in Japan.
Of course if you find a seller somehow it will be possible to buy it. Because some people are trying to make money with anti-social outrageous behavior also in Japan.
The Japanese society is very cold to people who arrested for the use or possession of drugs. Even if it is the first time, social reversion becomes extremely difficult.