Peewee: condensing two select queries into a join

So I'm trying to turn my double query into a join, here's what my peewee select queries look like:

for app in AppInfo.select().limit(5):
    for event in EventHistory.select().where(EventHistory.appname==app.appname):
        print event

So this is what I tried:

for app in AppInfo.select().join(EventHistory).where(EventHistory.appname==AppInfo.appname).limit(10):
    print app

But eh... well seems like I'm doing something very wrong in here.

Here are my models:

class BaseModel(Model):
    class Meta:
        database = db

class AppInfo(BaseModel):
    appname = TextField()
    appowner = TextField()

class EventHistory(BaseModel):
    appname = TextField(primary_key=True)
    time = DateTimeField()
    message = TextField()