def process_order_data(self):
self.jd_order_info['order_status'] = self.jd_order_info[
'status'].apply(CheckDataForJD.check_order_status)
self.jd_order_info['pay_channel'] = self.jd_order_info[
'payType'].apply(CheckDataForJD.check_order_pay_type)
self.jd_order_info['amount_f'] = self.jd_order_info['amount'].apply(
CheckDataForJD.check_order_amount_type)
self.jd_order_info['year_month'] = self.jd_order_info['time'].apply(
CheckDataForJD.get_order_time_year_mouth)
self.jd_order_info['year_month_day'] = \
self.jd_order_info['time'].apply(CheckDataForJD.get_order_time_year_mouth_days)
self.jd_order_info['month'] = self.jd_order_info['time'].apply(
CheckDataForJD.get_order_time_mouth)
self.jd_order_info['quarter_tags'] = self.jd_order_info['month'].apply(
CheckDataForJD.map_mouth_to_quarter)
self.jd_order_info['year_quarter'] = \
self.jd_order_info.apply(lambda x: x['year_month'][0:5] + str(x['quarter_tags']), axis=1)
_amount_check_list = [100, 200, 500, 1000, 3000, 5000, 10000]
for _i in _amount_check_list:
self.jd_order_info['if_order_amt_over_%s' % str(_i)] = \
self.jd_order_info['amount_f'].apply(CheckDataForJD.check_order_amount_config(_i))
self.jd_order_info['hour'] = self.jd_order_info['time'].apply(
CheckDataForJD.get_order_time_hour)
self.jd_order_info['order_trade_time'] = self.jd_order_info[
'hour'].apply(CheckDataForJD.map_order_time)
for _i in CATEGORY_TAGS:
self.jd_order_info['if_order_buy_%s' % _i] = \
self.jd_order_info['title'].apply(CheckDataForJD.check_order_goods_type_config(USE_FOR_CHECK_PERSONAL_CARE))
def process_order_data(self):
if not self.jd_order_info.empty:
self.jd_order_info['order_status'] = self.jd_order_info[
'status'].apply(CheckDataForJD.check_order_status)
self.jd_order_info['pay_channel'] = self.jd_order_info[
'payType'].apply(CheckDataForJD.check_order_pay_type)
self.jd_order_info['amount_f'] = self.jd_order_info[
'amount'].apply(CheckDataForJD.check_order_amount_type)
self.jd_order_info['year_month'] = self.jd_order_info[
'time'].apply(CheckDataForJD.get_order_time_year_mouth)
self.jd_order_info['year_month_day'] = \
self.jd_order_info['time'].apply(CheckDataForJD.get_order_time_year_mouth_days)
self.jd_order_info['month'] = self.jd_order_info['time'].apply(
CheckDataForJD.get_order_time_mouth)
self.jd_order_info['quarter_tags'] = self.jd_order_info[
'month'].apply(CheckDataForJD.map_mouth_to_quarter)
self.jd_order_info['year_quarter'] = \
self.jd_order_info.apply(lambda x: x['year_month'][0:5] + str(x['quarter_tags']), axis=1)
_amount_check_list = [100, 200, 500, 1000, 3000, 5000, 10000]
for _i in _amount_check_list:
self.jd_order_info['if_order_amt_over_%s' % str(_i)] = \
self.jd_order_info['amount_f'].apply(CheckDataForJD.check_order_amount_config(_i))
self.jd_order_info['hour'] = self.jd_order_info['time'].apply(
CheckDataForJD.get_order_time_hour)
self.jd_order_info['order_trade_time'] = self.jd_order_info[
'hour'].apply(CheckDataForJD.map_order_time)
self.jd_order_info['if_order_use_jd_shop'] = \
self.jd_order_info['title'].apply(CheckDataForJD.check_order_goods_type_config(USE_FOR_CHECK_JD_SHOP))
self.jd_order_info['if_order_use_jd_send'] = \
self.jd_order_info['title'].apply(CheckDataForJD.check_order_goods_type_config(USE_FOR_CHECK_JD_SEND))
for _k, _v in CATEGORY_RESHAPE_DICT.items():
self.jd_order_info['if_order_buy_%s' % _k] = \
self.jd_order_info['title'].apply(CheckDataForJD.check_order_goods_type_config(_v))
else:
return pd.DataFrame()