def analyze(self, product):
# WRITE YOUR INTELLIGENT CODE HERE
# You can use following functions to make decision
# my_revenue
# my_expenses
# my_profit
# user_sentiment
#
# You need to return the type of advert you want to publish and at what scale
# GoogleAds.advert_price[advert_type] gives you the rate of an advert
if GoogleAds.user_coverage(product) < 0.5:
advert_type = GoogleAds.ADVERT_BASIC
else:
advert_type = GoogleAds.ADVERT_TARGETED
logging.info('[CEO]: (%s,%d) CEO wallet %d ads price %d',
self.seller.name, self.seller.tick_count,
self.seller.wallet, GoogleAds.advert_price[advert_type])
scale = self.seller.wallet // GoogleAds.advert_price[
advert_type] // 10 # not spending everything
# scale = 5
logging.info(
'[CEO]: (%s,%d) CEO selected advert_type as %s with scale of %d for %s',
self.seller.name, self.seller.tick_count, advert_type, scale,
product.product_name)
return advert_type, scale
def CEO(self):
"""
Choose advertisement types and scales for each product based on revenue and user_coverage.
If user_coverage is less than target, choose basic ads, otherwise choose targeted ads.
Set total advertisement budget less than a percentage of revenue or wallet money, to avoid bankrupt
Scale (number of ads to put) equals to budget divided by advert price.
:return: none
"""
# initilize empty variable
advert_type = {}
expense = {}
ads_type = GoogleAds.ADVERT_BASIC
# set advertising budget as a percentage of total revenue or total money in wallet
ads_percent = 0.5
max_budget = self.wallet * 0.2
# decide individual advertising strategy for each product
for product in self.products_list:
# get the latest revenue to decide ads budget
revenue = self.revenue_history[-1][product]
#avoid bankrupt by setting advertisment budget
ads_budget = max(ads_percent * revenue, max_budget)
coverage = GoogleAds.user_coverage(product)
# check if user_coverage is more than half of GoogleAds users
if coverage > 0.5:
ads_type = GoogleAds.ADVERT_TARGETED
scale = min(int(ads_budget / GoogleAds.advert_price[ads_type]), 500)
# perform the actions and view the expense
advert_type.update({product: (ads_type, scale)})
# obtain expense from GoogleAds
expense.update({product: GoogleAds.post_advertisement(self, product, ads_type, scale)})
# store advertisement types and scales, and expense history
self.advert_history.append(advert_type)
self.expense_history.append(expense)
return
def CEO(self):
# WRITE YOUR INTELLIGENT CODE HERE
# You can use following functions to make decision
# my_revenue
# my_expenses
# my_profit
# user_sentiment
#
# You need to return the type of advert you want to publish and at what scale
# GoogleAds.advert_price[advert_type] gives you the rate of an advert
if (GoogleAds.user_coverage(self.product.name) < 0.5):
advert_type = GoogleAds.ADVERT_BASIC
else:
advert_type=GoogleAds.ADVERT_TARGETED
scale = self.wallet // GoogleAds.advert_price[advert_type] // 2 #not spending everything
logging.info ('[Seller]: (%s,%d) CEO selected advert_type as %s with scale of %d for %s', self.name,self.tickcount,advert_type,scale,self.product.name)
return advert_type, scale