def verify_friends_dictionary():
friends_dictionary = load_friends_dictionary()
crawled_set = set(friends_dictionary.keys())
users_set = set(unique_users.user_id)
need_to_crawl = users_set - crawled_set
dump_needcrawl_set(need_to_crawl)
print('Number of users still need to crawl: {}'.format(len(need_to_crawl)))
unwanted = set(crawled_set) - set(users_set)
for unwanted_key in unwanted:
del friends_dictionary[unwanted_key]
dump_friends_dictionary(friends_dictionary)
def merge_new_friends_dictionary():
friends_dictionary = load_friends_dictionary()
newcrawl_dictionary = load_newcrawl_dictionary()
dump_friends_dictionary({**friends_dictionary, **newcrawl_dictionary})
# # Load Friends, and add new crawl relationships if necessary
# In[6]:
def merge_new_friends_dictionary():
friends_dictionary = load_friends_dictionary()
newcrawl_dictionary = load_newcrawl_dictionary()
dump_friends_dictionary({**friends_dictionary, **newcrawl_dictionary})
if calculate_friends:
merge_new_friends_dictionary()
friends_dictionary = load_friends_dictionary()
# # Unique Users
# In[7]:
def find_by_user_name(df, user_name):
user = df[df.user == user_name]
return user.iloc[0]
def find_by_user_id(df, user_id):
user = df[df.user_id == user_id]
return user.iloc[0]