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recoMaestro.py
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recoMaestro.py
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from common import db_manager
from common.util import utils
from extractor.event_extractor import extract_info_from_event
from reinforce.reinforce import Reinforce
class RecoMaestro():
def __init__(self, account_hashkey = None, switchExtractor = False):
#유저 계정해시키를 저장한다.
self.account_hashkey = account_hashkey
self.calendar_hashkey = None
self.calendar_name = None
self.user_event_hashkey = None
#실제 유저 이벤트
self.result_events = []
#[웹뷰용]형태소분석 된 이후 분석된 이벤트 정보를 웹뷰에 보여주기위한 데이터
self.result_analysis_events_for_web = []
#최종 웹에 보여줄 데이터
self.result_final= {}
#[웹뷰용]보강된 데이터 넘겨줄 배열
self.result_reinforce_events_for_web = []
#실제 넘길데이터
self.result_reinforce_events_real = []
self.event = {}
self.reinforce_json = {}
self.fextracted_json = {}
self.serMainRegion = {}
self.result_statis_json = {}
self.statis_reco_perfect_cnt = 0
self.statis_reco_cant_cnt = 0
self.statis_reco_no_loca_has_evnttype = 0
self.statis_reco_no_loca_no_evnttype = 0
self.statis_reco_has_loca_no_evnttype = 0
self.statis_recommended_cnt = 0
self.statis_no_recommended_cnt = 0
self.switchExtractor = switchExtractor
self.main()
def __get__(self, obj, objtype):
return self.val
def __set__(self, obj, val):
self.val = val
def main(self):
#calendarlist를 추출한다.
calendars = self.__getCalendarList(self.account_hashkey)
for calendar in calendars:
self.calendar_hashkey = calendar["calendar_hashkey"]
self.calendar_name = calendar["calendar_name"]
events = self.__getEventsList(self.calendar_hashkey)
for event in events:
if 'summary' in event:
print("events ==>" + str(event))
self.event = event
self.__appendEvent()
self.__extractFromEvent()
print("extcted_json => "+ str(self.extracted_json))
self.__append_analaysis_events_for_web()
self.__checkRecoStauts()
self.__getUserMainRegion()
self.__makeFinalReuslt()
def __getUserMainRegion(self):
self.userMainRegion = utils.fetch_all_json(
db_manager.query(
"""
SELECT region, count(*) as locationCnt FROM
(
SELECT ul.region,ul.location_hashkey,ul.priority
FROM EVENT e, USER_EVENT_ANALYSIS ue , USER_EVENT_LOCATION ul ,
(
# 여기까지 유저 accounthashkey가 같은 calendar 가져오기
SELECT calendar_hashkey FROM CALENDAR
INNER JOIN(
#여기까지 이벤트 해시키로 유저 account_hashkey들 가져오는쿼리
SELECT account_hashkey FROM USERACCOUNT
WHERE user_hashkey IN (
SELECT user_hashkey
FROM EVENT e, CALENDAR c, USERACCOUNT u
WHERE e.event_hashkey = %s
AND c.calendar_hashkey = e.calendar_hashkey
AND u.account_hashkey = c.account_hashkey
)
#############
) AS u
ON u.account_hashkey = CALENDAR.account_hashkey
#############
) cal
WHERE e.calendar_hashkey = cal.calendar_hashkey
AND ue.event_hashkey = e.event_hashkey
AND ue.location_hashkey = ul.location_hashkey
AND ul.priority = 0
) AS locations
GROUP by region
ORDER BY locationCnt DESC
LIMIT 3
""",
(self.user_event_hashkey,)
)
)
def __makeFinalReuslt(self):
self.result_final["originEvents"] = self.result_events
self.result_final["analysisEvents"] = self.result_analysis_events_for_web
self.result_final["reinforceEvents"] = self.result_reinforce_events_for_web
self.result_final["reinforceEventsReco"] = self.result_reinforce_events_real
self.result_final["userLocations"] = self.userMainRegion
self.result_statis_json = {
"recoPerfectCnt" : self.statis_reco_perfect_cnt,
"recoCantCnt" : self.statis_reco_cant_cnt,
"recoNoLocaHasEventType" : self.statis_reco_no_loca_has_evnttype,
"recoNoLovaNoEventType" : self.statis_reco_no_loca_no_evnttype ,
"recoHasLocaNoEventType" : self.statis_reco_has_loca_no_evnttype,
"reommendedCnt" :self.statis_recommended_cnt,
"noRecommended_cnt":self.statis_no_recommended_cnt
}
self.result_final["staticData"] = self.result_statis_json
def __checkRecoStauts(self):
reinforce = self.__reinforceFromExtracted()
print("result=>"+ str(reinforce.event_reco_result))
if reinforce.event_reco_result["code"] == 2 or reinforce.event_reco_result["code"] == 3 or reinforce.event_reco_result["code"] == 5 :
self.statis_no_recommended_cnt += 1
self.result_reinforce_events_for_web.append(
{
"event_types":"비추천",
"locations":"비추천"
}
)
else:
self.statis_recommended_cnt += 1
self.result_reinforce_events_for_web.append(
{
"event_types" : self.__pretty_type(self.reinforce_json["event_types"]),
"locations" : self.__pretty_locations(self.reinforce_json["locations"])
}
)
if reinforce.event_reco_result["code"] == 1:
self.statis_reco_perfect_cnt += 1
elif reinforce.event_reco_result["code"] == 2:
self.statis_reco_cant_cnt += 1
elif reinforce.event_reco_result["code"] == 3:
self.statis_reco_no_loca_has_evnttype += 1
elif reinforce.event_reco_result["code"] == 4:
self.statis_reco_no_loca_no_evnttype += 1
elif reinforce.event_reco_result["code"] == 5:
self.statis_reco_has_loca_no_evnttype += 0
def __reinforceFromExtracted(self):
reinforce = Reinforce(self.extracted_json)
#### TODO
##!!!! user_event_hashkey를 가지고 mainRegion을 추출한다.
### 실제 Extracted붙였을떄 확인해봐야한다!!!!
##원래는 append에붙어있엇음...
# self.user_event_hashkey = reinforce.event_reco_result["event_info_data"]["event_hashkey"]
self.reinforce_json = reinforce.event_reco_result["event_info_data"]
self.result_reinforce_events_real.append(self.reinforce_json)
return reinforce
def __append_analaysis_events_for_web(self):
self.result_analysis_events_for_web.append(
{
"event_types":self.__pretty_type(self.extracted_json["event_types"]),
"locations":self.__pretty_locations(self.extracted_json["locations"]),
"time_set":self.extracted_json["time_set"]
}
)
def __extractFromEvent(self):
if self.event["location"] == None:
self.event["location"] = ''
print('extractor에게 넘겨주는 summary => ' + str(self.event["summary"]))
print('extractor에게 넘겨주는 start_dt => ' + str(self.event["start_dt"]))
print('extractor에게 넘겨주는 end_dt => ' + str(self.event["end_dt"]))
print('extractor에게 넘겨주는 locataion => ' + str(self.event["location"]))
#### TODO
####False 일때 221 LINE을 확인해봐야한다!!!
#실제 데이터 ..
if self.switchExtractor == True:
self.extracted_json = extract_info_from_event(self.event["event_hashkey"],self.event["summary"],self.event["start_dt"],self.event["end_dt"],self.event["location"])
#목업 데이터 ..
else:
self.extracted_json = {
"event_hashkey":"ce5676473fc542e42dee19af6ed89617d73d4901f7a391bd30019a51",
"locations" : [
{
"no" : 0,
"region" : "신사역"
}
],
"time_set" : {
"extract_start": "18:00",
"extract_end": "19:00",
"event_start": "10:00",
"event_end": "11:00"
},
"event_types" : [
{
"id" : "CPI02"
}
]
}
def __appendEvent(self):
self.user_event_hashkey = self.event["event_hashkey"]
self.result_events.append(
{
"calendarName":self.calendar_name,
"eventSummary":self.event["summary"],
"eventStartDt":self.event["start_dt"],
"eventEndDt":self.event["end_dt"],
"eventLocation":self.event["location"],
}
)
def __getEventsList(self,calendar_hashkey):
return utils.fetch_all_json(
db_manager.query(
"""
SELECT * FROM EVENT
WHERE calendar_hashkey = %s
ORDER BY start_dt DESC
""",
(calendar_hashkey,)
)
)
def __getCalendarList(self,account_hashkey):
return utils.fetch_all_json(
db_manager.query(
"""
SELECT * FROM CALENDAR
WHERE account_hashkey = %s
""",
(account_hashkey,)
)
)
def __pretty_locations(self,extracted_locations):
if extracted_locations == None or extracted_locations == 'Cannot':
real_extracted_locations = extracted_locations
else :
real_extracted_locations = ''
for loca in extracted_locations:
real_extracted_locations += loca["region"] + " "
return real_extracted_locations
def __pretty_type(self,extracted_event_types):
if extracted_event_types == None :
real_extracted_event_types = extracted_event_types
else:
real_extracted_event_types = ''
for e_type in extracted_event_types:
# print("test"+str(e_type)+" end")
type_name = ''
if str(e_type["id"]) == 'CPI01':
type_name = '지인과의 약속'
if str(e_type["id"]) == 'CPI02':
type_name = '데이트'
if str(e_type["id"]) == 'CPI03':
type_name = '기념일'
if str(e_type["id"]) == 'CPI04':
type_name = '뒷풀이'
if str(e_type["id"]) == 'CPI05':
type_name = '회의/스터디'
if str(e_type["id"]) == 'CPI06':
type_name = '문화생활'
real_extracted_event_types += str(type_name) + " "
return real_extracted_event_types