def extract(self):
self.init()
begin_time = time.time()
resmap = {}
for idl in self.m_fid_list:
idl = int(idl)
if idl in self.m_feature_map:
time1 = time.time()
try:
value = self.m_feature_map[idl]()
resmap[int(idl)] = str(value)
except:
logger.error(
"%s=%s,fid=%d\n错误信息为[%s]" %
(self.m_key, self.m_value, idl, get_tb_info()))
resmap[int(idl)] = "-9999"
time2 = time.time()
logger.debug("%s=%s,fid=%d,cost=%f秒" %
(self.m_key, self.m_value, idl, time2 - time1))
end_time = time.time()
logger.info(
"%s=%s,%s特征,cost=%f秒" %
(self.m_key, self.m_value, self.m_flag, end_time - begin_time))
return resmap
def get_sms_data(_key="user_id",_value=None,_end_time=None):
msg = "success" ##程序正常时返回success，否则返回错误信息；
flag = 0 ##程序正常时返回0，否则返回-1；
dst = None ##程序正常时返回结果，否则返回None；
try:
path_sms = os.path.join(ROOT_DIR,"data/sms.csv")
data_df = pandas.read_csv(path_sms)
dst = data_df[data_df[_key] == _value]
logger.info("%s=%s,get_sms_data完成" % (_key,_value))
except:
logger.error("%s=%s,get_sms_data失败" % (_key,_value))
msg = get_tb_info()
flag = -1
dst = None
return msg,flag,dst
def get_credit_time(_key="user_id",_value=None):
msg = "success" ##程序正常时返回success，否则返回错误信息；
flag = 0 ##程序正常时返回0，否则返回-1；
dst = None ##程序正常时返回结果，否则返回None；
con = Connect_db()
if True:
print("enter get_credit_time::")
print("读取本地文件的尚未完成","unfix")
try:
dst = con.con_mysql("dbaaa", "select credit_time from tableaaa where id = (%s)" % _value)
dst = int(dst.iloc[0]["credit_time"])
logger.info("%s=%s,get_credit_time完成" % (_key,_value))
except:
logger.error("%s=%s,get_credit_time失败" % (_key,_value))
msg = get_tb_info()
flag = -1
dst = None
return msg,flag,dst
from utils.local_config import logger ## 打印日志的全局变量，从log.conf中解析
from utils.local_config import feaconf ## 特征配置的全局变量，从feature.conf中解析
from utils.data_api import get_credit_time ## 获取授信时间
from fdmutils.common import get_tb_info ## 异常处理
from fdmutils.common import debug_line ## 打印空行，屏幕输出间隔开，方便调试
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,
## 参数设置（日志|特征）
## 选取一个用户测试
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,
key = "user_id"
value = "id001"
begin_time = time.time()
logger.info("%s=%s,begin" % (key, value))
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,
## 特征提取类,初始化为对象
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,
feature_obj = CFeatureExtractObj()
feature_obj.init()
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,
## 获取授信时间:
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,
##msg,flag,credit_time = get_credit_time(_key=key,_value=value)
##print("credit_time==",credit_time,type(credit_time))
credit_time = None
##<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<,