def __init__(self, populate_for_first_four_weeks):
self.blog_post_count_map = unpickle(
'blog_post_count_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.blog_author__post_count_map = unpickle(
'blog_author__post_count_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.user_likes_map = unpickle(
'user_likes_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.user_liked_blogs_map = unpickle(
'user_liked_blogs_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.blog_liked_users_map = unpickle(
'blog_liked_users_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.tag_blog_count_map = unpickle(
'tag_blog_count_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.category_blog_count_map = unpickle(
'category_blog_count_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.tag_user_count_map = unpickle(
'tag_user_count_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.category_user_count_map = unpickle(
'category_user_count_map' +
get_pickle_file_suffix(populate_for_first_four_weeks))
self.blog_topic_distribution_map = unpickle(
'blog_topic_distribution_map')
def __init__(self, populate_for_first_four_weeks):
self.blog_post_count_map = unpickle('blog_post_count_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.blog_author__post_count_map = unpickle('blog_author__post_count_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.user_likes_map = unpickle('user_likes_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.user_liked_blogs_map = unpickle('user_liked_blogs_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.blog_liked_users_map = unpickle('blog_liked_users_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.tag_blog_count_map = unpickle('tag_blog_count_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.category_blog_count_map = unpickle('category_blog_count_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.tag_user_count_map = unpickle('tag_user_count_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.category_user_count_map = unpickle('category_user_count_map' + get_pickle_file_suffix(populate_for_first_four_weeks))
self.blog_topic_distribution_map = unpickle('blog_topic_distribution_map')
from v2.train_feature_util import train_feature_util
from v1.test_util import load_test_users
lines_to_read = -1
max_post_to_compare = 2
test_start_date = '2012-04-30'
test_start_date__struct = datetime.strptime(test_start_date + ' 00:00:00',
'%Y-%m-%d %H:%M:%S')
################################################################################################################################
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s',
level=logging.INFO)
logger = logging.getLogger('test_csv_generator')
################################################################################################################################
test_blog_post_tuples_map = unpickle('test_blog_post_tuples_map')
################################################################################################################################
def get_day_since_test_start_date(date_struct):
d = (date_struct - test_start_date__struct).days + 1
if d <= 1:
return 1
elif d >= 7:
return 7
else:
return d
################################################################################################################################
#build test CSV
import logging
from v1.config_and_pickle import generated_loc, unpickle
from v2.train_feature_util import train_feature_util
from v1.test_util import load_test_users
lines_to_read = -1
max_post_to_compare = 2
test_start_date = "2012-04-30"
test_start_date__struct = datetime.strptime(test_start_date + " 00:00:00", "%Y-%m-%d %H:%M:%S")
################################################################################################################################
logging.basicConfig(format="%(asctime)s : %(levelname)s : %(message)s", level=logging.INFO)
logger = logging.getLogger("test_csv_generator")
################################################################################################################################
test_blog_post_tuples_map = unpickle("test_blog_post_tuples_map")
################################################################################################################################
def get_day_since_test_start_date(date_struct):
d = (date_struct - test_start_date__struct).days + 1
if d <= 1:
return 1
elif d >= 7:
return 7
else:
return d
################################################################################################################################
# build test CSV
logger.info("started building test CSV...")
