Most wasabi that is served is not "real wasabi." Real wasabi is not found easily, so usually what we're eating is actually very spicy horseradish with other things added. Here's a link that explains what I'm trying to say:
What is Wasabi?
From what I have read, horseradish is not recommended for dogs nor are spicy foods, so I don't know if wasabi peas are safe.