#dv_dict = getDVDict(coupon_detail_train_file, coupon_list_train_dict.keys())
dv_dict = {}
# getting the dict of past coupon purcahse details of user from coupon_detail #
print "Getting Coupon purchase details.."
coupon_purchase_detail_dict = getCouponPurchaseDict(
coupon_detail_feature_file)
# Getting prefecture location details #
print "Getting Prefecture location details.. "
prefecture_location_dict = getPrefectureLocationDict(
prefecture_location_file)
# getting coupon area details in form of dict #
print "Getting coupon area dict.."
coupon_area_dict = getCouponAreaDict(coupon_area_file)
# getting coupon visit history of users in form of dict#
print "Getting the visit history of users.."
coupon_visit_dict = getCouponVisitDict(coupon_visit_feature_file)
print "Preparing the data.."
user_count = 0
out_row_count = 0
for user_id in user_dict.keys():
user_features, user_features_header = getUserFeatures(
user_dict[user_id], prefecture_location_dict, model_start_date)
try:
userid_coupon_purchase_detail_list = coupon_purchase_detail_dict[
user_id]
except:
## getting the DV Dict of that has purchase combination of userid and coupon id #
##print "Getting DV Dict..."
##dv_dict = getDVDict(coupon_detail_train_file, coupon_list_train_dict.keys())
# getting the dict of past coupon purcahse details of user from coupon_detail #
print "Getting Coupon purchase details.."
coupon_purchase_detail_dict = getCouponPurchaseDict(coupon_detail_feature_file)
# Getting prefecture location details #
print "Getting Prefecture location details.. "
prefecture_location_dict = getPrefectureLocationDict(prefecture_location_file)
# getting coupon area details in form of dict #
print "Getting coupon area dict.."
coupon_area_dict = getCouponAreaDict(coupon_area_file)
# getting coupon visit history of users in form of dict#
print "Getting the visit history of users.."
coupon_visit_dict = getCouponVisitDict(coupon_visit_feature_file)
# preparing IDVs #
print "Preparing IDVs..."
out_file = csv.writer(open("dev_idvs.csv", "w"))
random.seed(1234)
user_count = 0
out_row_count = 0
for user_id in coupon_purchase_detail_dict:
coupon_purchase_detail_userid_list = coupon_purchase_detail_dict[user_id]
for ind, coupon_dict in enumerate(coupon_purchase_detail_userid_list):
purchase_coupon = coupon_dict["COUPON_ID_hash"]