class CustomerInstanceGenerator(object):
def __init__(self, stores):
self.stores = stores
self.store_sampler = StoreSampler(stores)
def generate(self):
name = random.choice(first_names) + " " + random.choice(last_names)
pet = random.choice(pets)
purchase_value = self.sample_exp()
zipcode = self.store_sampler.sample().loc["zipcode"]
return {"name" : name, "pet_type" : pet, "purchase_value" : purchase_value, "zipcode" : zipcode}
def sample_exp(self):
mean = 1.0
return random.expovariate(mean)
class CustomerInstanceGenerator(object):
def __init__(self, stores):
self.stores = stores
self.store_sampler = StoreSampler(stores)
def generate(self):
name = random.choice(first_names) + " " + random.choice(last_names)
pet = random.choice(pets)
purchase_value = self.sample_exp()
zipcode = self.store_sampler.sample().loc["zipcode"]
return {
"name": name,
"pet_type": pet,
"purchase_value": purchase_value,
"zipcode": zipcode
}
def sample_exp(self):
mean = 1.0
return random.expovariate(mean)
def __init__(self, stores):
self.stores = stores
self.store_sampler = StoreSampler(stores)
def __init__(self, stores): self.stores = stores self.store_sampler = StoreSampler(stores)