Japanese: If I write in all Katakana, would it be readable?

readable but unconventional. That would be ogous to writing in all capitals. Conventionally Japanese is written in Hiragana and foreign words are written in Katakana. Katakana was formerly used for official writing while Hiragana was used for informal communication.