def adjust_race_report_accuracy(race_cid):
"""
活动报表线上数据填充正确率数据
:param race_cid:
:return:
"""
race = Race.sync_find_one({'cid': race_cid})
if not race:
print("活动不存在, 请检查！")
return
# 找到该活动下面所有的关卡
check_point_cid_list = RaceGameCheckPoint.sync_distinct("cid", {'race_cid': race_cid})
print(check_point_cid_list)
if not check_point_cid_list:
print("该活动下面没有关卡")
return
# 给race_mapping从历史记录统计正确率
try:
for check_point_cid in check_point_cid_list:
check_point_history_list = MemberCheckPointHistory.sync_find({"check_point_cid": check_point_cid}).to_list(
None)
for check_point_history in check_point_history_list:
race_mapping = RaceMapping.sync_find_one(
{'member_cid': check_point_history.member_cid, "race_cid": race_cid},
read_preference=ReadPreference.PRIMARY)
race_mapping.total_count += len(check_point_history.result)
num = 0
for result in check_point_history.result:
if result.get("true_answer"):
num += 1
race_mapping.total_correct += num
race_mapping.sync_save()
except Exception as e:
print(str(e))
def is_new_user(info: MemberStatisticInfo):
"""
判断是否为当日新用户
:param info:
:return:
"""
race_cid = info.race_cid
member_cid = info.member_cid
current_date = str2datetime(info.daily_code, '%Y%m%d').replace(hour=0, minute=0, second=0, microsecond=0)
checkpoint_cid_list, _checkpoint_map = get_checkpoint_cid_list(race_cid)
has_history = MemberCheckPointHistory.sync_find_one(
{'member_cid': member_cid, 'check_point_cid': {'$in': checkpoint_cid_list},
'created_dt': {'$lt': current_date}})
if has_history:
race_mapping = RaceMapping.sync_find_one({'race_cid': race_cid, 'member_cid': member_cid})
if format(race_mapping.created_dt, "%Y%m%d") == info.daily_code:
info.is_new_user = 1
else:
info.is_new_user = 0
else:
# 之前报名活动，但未答题的情况
race_mapping = RaceMapping.sync_find_one({'race_cid': race_cid, 'member_cid': member_cid})
if format(race_mapping.created_dt, "%Y%m%d") == info.daily_code:
info.is_new_user = 1
else:
info.is_new_user = 0
def statistic_daily_award_of_check_point(check_point_cid: str, daily_code):
"""
统计每一关每天参与人数、抽奖人数、中奖人数
:param check_point_cid: 关卡cid
:return:
"""
# print("正在统计关卡:", check_point.alias, check_point.cid)
match = {'check_point_cid': check_point_cid, 'record_flag': 1}
red_match = {'checkpoint_cid': check_point_cid}
s_date = str2datetime(daily_code, date_format='%Y%m%d').replace(hour=0,
minute=0,
second=0)
e_date = s_date + datetime.timedelta(days=1)
match['fight_datetime'] = {'$gte': s_date, '$lt': e_date}
red_match['draw_dt'] = {'$gte': s_date, '$lt': e_date}
# 参与人数
attend_member = MemberCheckPointHistory.sync_distinct("member_cid", match)
attend_count = len(attend_member)
# 当前关卡的红包
current_checkpoint_reds = RedPacketBox.sync_find(
red_match, read_preference=ReadPreference.PRIMARY).batch_size(2000)
lottery_count = 0
win_count = 0
for current_checkpoint_red in current_checkpoint_reds:
lottery_count += 1
if current_checkpoint_red.award_cid:
win_count += 1
daily_award = DailyAward(daily_code, attend_count, lottery_count,
win_count)
# print(check_point_cid, daily_award)
return daily_award
def get_member_info(thread_num, race_member_list, checkPointCidList, lastCheckPoint, checkPointMap):
exportedMemberList = []
for race_member in race_member_list:
# raceMapping = race_member.race_list[0]
raceMapping = race_member
race_cid = raceMapping.race_cid
member = race_member.member_list[0]
memberCid = member.cid
red_match = MatchStage(
{'race_cid': race_cid, 'member_cid': memberCid, 'draw_status': 0, 'draw_dt': {'$ne': None},
'award_cid': {'$ne': None}, 'record_flag': 1})
red_project = ProjectStage(**{"member_cid": 1, "award_amount": 1})
red_group = GroupStage('member_cid', count={'$sum': 1}, amount={'$sum': '$award_amount'})
# redPacketsOfMember = RedPacketBox.sync_find(
# {'race_cid': race_cid, 'member_cid': memberCid, 'award_cid': {'$ne': None}, 'record_flag': 1})
# eachAmountOfRedPacket = [redPacket.award_amount for redPacket in redPacketsOfMember]
redPacketsOfMemberCursor = RedPacketBox.sync_aggregate([red_match, red_project, red_group]).batch_size(50)
exportedMember = MemberInfoExportedModel()
exportedMember.open_id = member.open_id
exportedMember.member_cid = memberCid
exportedMember.nick = member.nick_name
exportedMember.firstTimeOfEnroll = member.created_dt
city = raceMapping.auth_address.get('city', '')
exportedMember.city = city if not city is None else ''
district = raceMapping.auth_address.get('district', '')
exportedMember.district = district if not district is None else ''
mobile = getattr(raceMapping, 'mobile', '')
if mobile is None:
exportedMember.mobile = member.mobile
else:
exportedMember.mobile = mobile
check_point_cid = getattr(raceMapping, 'race_check_point_cid', None)
if check_point_cid is None:
exportedMember.currentCheckPoint = "1"
elif check_point_cid == lastCheckPoint:
exportedMember.currentCheckPoint = "已通关"
else:
exportedMember.currentCheckPoint = str(checkPointMap[check_point_cid])
answerTimes = MemberCheckPointHistory.sync_find(
{'member_cid': memberCid, 'check_point_cid': {'$in': checkPointCidList}, 'record_flag': 1}).to_list(None)
exportedMember.answerTimes = len(answerTimes)
try:
redPacketsOfMember = redPacketsOfMemberCursor.next()
if redPacketsOfMember:
exportedMember.totalNumOfRedPacket = redPacketsOfMember.count
exportedMember.totalAmountOfRedPacket = round(redPacketsOfMember.amount, 2)
except StopIteration:
pass
exportedMemberList.append(exportedMember)
print(thread_num, member.cid, exportedMember.nick, exportedMember.city, exportedMember.district,
exportedMember.mobile,
exportedMember.currentCheckPoint, exportedMember.answerTimes, exportedMember.totalNumOfRedPacket,
exportedMember.totalAmountOfRedPacket)
return exportedMemberList
def check(race_cid: str):
"""
检查多少人参与活动但是没有答过题目的
:param race_cid:
:return:
"""
race = Race.sync_get_by_cid(race_cid)
# 市级活动，如六安市，扬州市
if race.city_code:
city_code_list = AdministrativeDivision.sync_distinct(
'code', {'code': race.city_code})
# 该活动的所属城市范围
city_name_list = AdministrativeDivision.sync_distinct(
'title', {'code': race.city_code})
else:
prov = AdministrativeDivision.sync_find_one(
{'code': race.province_code})
city_code_list = AdministrativeDivision.sync_distinct(
'code', {'parent_code': race.province_code})
city_name_list = AdministrativeDivision.sync_distinct(
'title', {'parent_code': race.province_code})
dist_list = []
print(city_name_list, '1')
for city_code in city_code_list:
# 该活动区县的范围
dist_list += AdministrativeDivision.sync_distinct(
'title', {'parent_code': city_code})
quantity = 0
member_cid_list = RaceMapping.sync_distinct(
"member_cid", {
'race_cid': race_cid,
'auth_address.city': {
'$in': city_name_list
},
'auth_address.province': {
'$ne': None
},
'auth_address.district': {
'$in': dist_list
}
})
check_point_cid = RaceGameCheckPoint.sync_distinct("cid",
{"race_cid": race_cid})
for i in member_cid_list:
member = Member.sync_get_by_cid(i)
if member:
history = MemberCheckPointHistory.sync_find_one({
'check_point_cid': {
'$in': check_point_cid
},
"member_cid": i
})
if not history:
quantity += 1
print(quantity)
def test(race_cid):
member_cid_list = MemberStatisticInfo.sync_distinct(
"member_cid", {
'race_cid': race_cid,
'is_new_user': 1
})
list2 = MemberStatisticInfo.sync_distinct('member_cid',
{'race_cid': race_cid})
cursor2 = MemberStatisticInfo.sync_find({'race_cid': race_cid})
print(len(member_cid_list))
print(len(list2))
count = 0
count1 = 0
dailiy = set()
for member in cursor2:
count += 1
if member.member_cid not in member_cid_list:
count1 += 1
print('-----------------------')
dailiy.add(member.daily_code)
print(member.daily_code, member.member_cid, member.is_new_user,
member.draw_red_packet_amount)
race_mapping = RaceMapping.sync_find_one({
'race_cid':
race_cid,
'member_cid':
member.member_cid
})
print(11, race_mapping.cid,
format(race_mapping.created_dt, "%Y%m%d"),
race_mapping.updated_dt)
current_date = str2datetime(member.daily_code,
'%Y%m%d').replace(hour=0,
minute=0,
second=0,
microsecond=0)
has_history = MemberCheckPointHistory.sync_find_one({
'member_cid':
member.member_cid,
'created_dt': {
'$lt': current_date
}
})
if has_history:
print(222, has_history)
else:
print(None)
print('total', count)
print('no', count1)
temp = list(dailiy)
temp.sort()
print(temp)
return temp
def _sync_get_learning_code(history):
"""
获取学习日编码
:param member_cid: 会员CID
:return:
"""
if history:
l_code = RedisCache.get('LEARNING_STATISTICS_CODE_%s' % history.cid)
if not l_code:
prev_datetime = copy.deepcopy(history.fight_datetime).replace(
hour=23, minute=59, second=59,
microsecond=999999) - datetime.timedelta(days=1)
match_stage = MatchStage({
'member_cid': history.member_cid,
'fight_datetime': {
'$lte': prev_datetime
}
})
project_stage = ProjectStage(date={
'$dateToString': {
'format': '%Y%m%d',
'date': '$fight_datetime'
}
})
group_stage = GroupStage('date')
mgh_cursor = MemberGameHistory.sync_aggregate(
[match_stage, project_stage, group_stage],
read_preference=ReadPreference.PRIMARY)
mch_cursor = MemberCheckPointHistory.sync_aggregate(
[match_stage, project_stage, group_stage],
read_preference=ReadPreference.PRIMARY)
tmp_dict = {}
for mgh in mgh_cursor:
if mgh:
tmp_dict[mgh.id] = int(mgh.id)
for mch in mch_cursor:
if mch:
tmp_dict[mch.id] = int(mch.id)
l_code = 1
if tmp_dict:
l_code = len(tmp_dict.keys()) + 1
remain_seconds = get_day_remain_seconds()
if remain_seconds:
RedisCache.set(
'LEARNING_STATISTICS_CODE_%s' % history.member_cid, l_code,
remain_seconds)
else:
l_code = int(l_code)
return l_code
return None
def do_repair():
cursor = RedPacketBox.sync_find(
{
'needless.repair_flag': 1,
'draw_status': 0
},
read_preference=ReadPreference.PRIMARY).batch_size(128)
for index, data in enumerate(cursor):
history = MemberCheckPointHistory.sync_find_one({
'check_point_cid':
data.checkpoint_cid,
'member_cid':
data.member_cid,
'status':
STATUS_RESULT_CHECK_POINT_WIN
})
if not history:
print('-- miss --', index, data.cid)
continue
data.draw_dt = history.created_dt
data.sync_save()
print('-- success --', index)
def is_final_pass(info: MemberStatisticInfo):
"""
判断该用户是否通关
:param info:
:return:
"""
race_cid = info.race_cid
member_cid = info.member_cid
last_check_point_cid = get_last_check_point_cid(race_cid)
# 当前关卡不是最后一关，则未通关
if info.check_point_cid != last_check_point_cid:
info.is_final_passed = 0
else:
# 如果答题历史表中有最后一关答题记录且答题成功，则通关
record = MemberCheckPointHistory.sync_find_one(
{'member_cid': member_cid, 'check_point_cid': last_check_point_cid,
'status': 1})
if record:
info.is_final_passed = 1
else:
info.is_final_passed = 0
def export_history(race_cid):
"""
:param race_cid:
:return:
"""
checkpoint_cids = RaceGameCheckPoint.sync_distinct('cid', {
'race_cid': race_cid,
'redpkt_rule_cid': {
'$ne': ''
}
})
cursor = MemberCheckPointHistory.sync_aggregate(
[
MatchStage({
'check_point_cid': {
'$in': checkpoint_cids
},
'status': STATUS_RESULT_CHECK_POINT_WIN
}),
],
read_preference=ReadPreference.PRIMARY).batch_size(2048)
index = 0
history_list = set()
while True:
try:
data: MemberCheckPointHistory = cursor.next()
history_list.add('%s-%s' % (data.check_point_cid, data.member_cid))
print('has exec', index)
index += 1
except StopIteration:
break
with open('./history-%s.json' % race_cid, 'w', encoding='utf-8') as f:
dist_list = json.dumps(list(history_list), ensure_ascii=False)
f.write(dist_list)
def daily_member_statistic(race_cid, daily_code):
"""
统计每日活动下的会员
:param race_cid:
:param daily_code:
:return:
"""
start_date = str2datetime(daily_code, '%Y%m%d').replace(hour=0,
minute=0,
second=0,
microsecond=0)
end_date = start_date + datetime.timedelta(days=1)
check_point_cids, _checkpoint_map = get_checkpoint_cid_list(race_cid)
# 当日答题记录
history_match = MatchStage({
'created_dt': {
'$gte': start_date,
'$lt': end_date
},
'check_point_cid': {
'$in': check_point_cids
}
})
history_group = GroupStage({'member_cid': '$member_cid'},
enter_times={'$sum': 1},
results_list={'$push': '$result'})
history_project = ProjectStage(
**{
'member_cid': '$_id.member_cid',
'results_list': '$results_list',
'enter_times': '$enter_times'
})
# 红包信息
member_amount_map = get_red_packet_info(race_cid, start_date, end_date)
# member_cid: amount
check_point_history_cursor = MemberCheckPointHistory.sync_aggregate(
[history_match, history_group, history_project],
allowDiskUse=True).batch_size(4)
member_statistic_list = []
count = 0
while True:
try:
cursor = check_point_history_cursor.next()
count += 1
# 根据member_cid查对应的member信息
temp_member = Member.sync_get_by_cid(cursor.member_cid)
if not temp_member:
print("normal未找到对应member_cid:%s" % cursor.member_cid)
continue
info = MemberStatisticInfo()
info.daily_code = daily_code
info.race_cid = race_cid
# 会员信息
info.member_cid = cursor.member_cid
info.nick_name = temp_member.nick_name
info.open_id = temp_member.open_id
info.mobile = temp_member.mobile
info.first_time_login = temp_member.created_dt
info.enter_times = cursor.enter_times
# 答题数量、正确数
for results in cursor.results_list:
info.answer_times += len(results)
info.true_answer_times += len([
result for result in results if result.get('true_answer')
])
# race_mapping相关信息,地理位置
has_race_mapping = get_race_mapping_info(info)
if not has_race_mapping:
print("normal未找到对应race_mapping,race_cid:%s,member_cid:%s" %
(info.race_cid, info.member_cid))
continue
# 是否为当日新用户
is_new_user(info)
# 最后一关
is_final_pass(info)
# 红包信息
try:
value = member_amount_map.pop(info.member_cid)
except KeyError:
value = None
if not value:
value = {
'grant_count': 0,
'grant_amount': 0,
'draw_count': 0,
'draw_amount': 0
}
info.grant_red_packet_amount = value.get('grant_amount')
info.grant_red_packet_count = value.get('grant_count')
info.draw_red_packet_amount = value.get('draw_amount')
info.draw_red_packet_count = value.get('draw_count')
# 保存记录
member_statistic_list.append(info)
# logger.info("Success: member_cid:%s is_final_Pass:%s is_new:%s" % (
# info.member_cid, info.is_final_passed, info.is_new_user))
print("Success: member_cid:%s is_final_Pass:%s is_new:%s" %
(info.member_cid, info.is_final_passed, info.is_new_user))
if len(member_statistic_list) % 500 == 0:
MemberStatisticInfo.sync_insert_many(member_statistic_list)
member_statistic_list = []
except StopIteration:
break
except CursorNotFound:
check_point_history_cursor = MemberCheckPointHistory.sync_aggregate(
[history_match, history_group,
history_project]).skip(count).batch_size(4)
except Exception as e:
logger.error(e)
logger.info("Fail: daily_code:%s,race_cid: %s" %
(daily_code, race_cid))
member_statistic_list = []
member_statistic_list += insert_from_member_amount_map(
member_amount_map, daily_code, race_cid)
if len(member_statistic_list) > 0:
MemberStatisticInfo.sync_insert_many(member_statistic_list)
def deal_member_without_history(race_cid, daily_code):
"""
处理报名活动但未答题的会员
:param race_cid:
:param daily_code:
:return:
"""
city_name_list, district_name_list = get_address(race_cid)
checkpoint_cid, _checkpoint_map = get_checkpoint_cid_list(race_cid)
start_date = str2datetime(daily_code, '%Y%m%d').replace(hour=0,
minute=0,
second=0,
microsecond=0)
end_date = start_date + datetime.timedelta(days=1)
member_cid_with_history = MemberCheckPointHistory.sync_distinct(
"member_cid", {
'check_point_cid': {
'$in': checkpoint_cid
},
'created_dt': {
'$gte': start_date,
'$lt': end_date
}
})
race_member_match = MatchStage({
"race_cid": race_cid,
'member_cid': {
'$nin': member_cid_with_history
},
'auth_address.city': {
"$in": city_name_list
},
'auth_address.district': {
"$in": district_name_list
},
'created_dt': {
'$gte': start_date,
'$lt': end_date
}
})
member_group = GroupStage({'member_cid': '$member_cid'},
auth_address={'$first': '$auth_address'},
company_cid={'$first': '$company_cid'},
mobile={'$first': '$mobile'},
created_dt={'$first': '$created_dt'})
member_project = ProjectStage(
**{
'cid': '$cid',
'member_cid': '$_id.member_cid',
'auth_address': '$auth_address',
'mobile': '$mobile',
'created_dt': '$created_dt',
'company_cid': '$company_cid'
})
member_without_history = RaceMapping.sync_aggregate(
[race_member_match, member_group, member_project]).batch_size(4)
member_amount_map = get_red_packet_info(race_cid, start_date, end_date)
red_member_cid_list = member_amount_map.keys()
member_no_history_list = []
count = 0
while True:
try:
stat = member_without_history.next()
count += 1
if stat.member_cid in red_member_cid_list:
continue
# 根据member_cid查对应的member信息
temp_member = Member.sync_get_by_cid(stat.member_cid)
if not temp_member:
print("no history未找到对应member_cid:%s" % stat.member_cid)
continue
info_special = MemberStatisticInfo()
info_special.is_special_user = 1
info_special.race_cid = race_cid
info_special.member_cid = stat.member_cid
info_special.daily_code = format(stat.created_dt, '%Y%m%d')
info_special.nick_name = temp_member.nick_name
info_special.open_id = temp_member.open_id
if stat.mobile:
info_special.mobile = stat.mobile
else:
info_special.mobile = temp_member.mobile
info_special.first_time_login = temp_member.created_dt
info_special.enter_times = 1
info_special.answer_times = 0
info_special.true_answer_times = 0
info_special.is_final_passed = 0
info_special.is_new_user = 1
info_special.grant_red_packet_amount = 0.0
info_special.grant_red_packet_count = 0
info_special.draw_red_packet_count = 0
info_special.draw_red_packet_amount = 0.0
info_special.province = stat.auth_address.get('province')
info_special.city = stat.auth_address.get('city')
info_special.district = stat.auth_address.get('district')
info_special.town = stat.auth_address.get('town')
info_special.check_point_cid = stat.race_check_point_cid
if stat.race_check_point_cid:
info_special.check_point_index = _checkpoint_map[
stat.race_check_point_cid]
else:
info_special.check_point_index = 1
if stat.company_cid:
company = Company.sync_get_by_cid(stat.company_cid)
info_special.company_cid = company.cid
info_special.company_name = company.title
member_no_history_list.append(info_special)
# logger.info("Success without history: member_cid:%s is_final_Pass:%s" % (info_special.member_cid,info_special.is_final_passed))
if len(member_no_history_list) % 500 == 0:
MemberStatisticInfo.sync_insert_many(member_no_history_list)
member_no_history_list = []
except StopIteration:
break
except CursorNotFound:
member_without_history = RaceMapping.sync_aggregate(
[race_member_match, member_group,
member_project]).skip(count).batch_size(4)
except Exception as e:
logger.info(
"Fail: without history daily_code:%s,member_cid:%s,race_cid: %s"
% (info_special.daily_code, info_special.member_cid, race_cid))
if len(member_no_history_list) > 0:
MemberStatisticInfo.sync_insert_many(member_no_history_list)
def get_race_history_models():
# 获取竞赛历史
return MemberCheckPointHistory.sync_find(dict(record_flag=1)).batch_size(32)
def init_race_stat_data():
"""
初始该活动数据
:return:
"""
cp_map = get_all_race_checkpoint_map()
last_map = get_all_last_checkpoint()
cursor = MemberCheckPointHistory.sync_find(
{
'check_point_cid': {
'$in': list(cp_map.keys())
}
},
read_preference=ReadPreference.PRIMARY).sort('created_dt').limit(
600000)
cache_key = 'race_report_script'
RedisCache.delete(cache_key)
index = 1
while True:
try:
his = cursor.next()
mapping = RaceMapping.sync_find_one({
'member_cid':
his.member_cid,
'race_cid':
cp_map.get(his.check_point_cid)
})
member = Member.sync_find_one({'cid': his.member_cid})
auth_address = mapping.auth_address if mapping else None
# if not auth_address:
# auth_address = member.auth_address
#
if not auth_address:
continue
race_cid = cp_map[his.check_point_cid]
daily_code = __get_daily_code(his.created_dt)
param = {
'race_cid': race_cid,
'province': auth_address.get('province'),
'city': auth_address.get('city'),
'district': auth_address.get('district'),
'sex': member.sex,
'education': member.education,
'category': member.category,
'daily_code': daily_code
}
stat = ReportRacePeopleStatistics.sync_find_one(
param, read_preference=ReadPreference.PRIMARY)
if not stat:
stat = ReportRacePeopleStatistics(**param)
stat.created_dt = his.created_dt
stat.total_num += 1
# 初次通关
if his.check_point_cid == last_map[
race_cid] and his.status == STATUS_RESULT_CHECK_POINT_WIN and RedisCache.hget(
cache_key, member.cid) is None:
stat.pass_num += 1
RedisCache.hset(cache_key, member.cid, 1)
# 当日人数
day_member_string = md5(daily_code + member.cid)
if RedisCache.hget(cache_key, day_member_string) is None:
RedisCache.hset(cache_key, day_member_string, 1)
stat.people_num += 1
# # 当日新增人数
# old_his = MemberCheckPointHistory.sync_find_one({'member_cid': member.cid, 'created_dt': {
# '$lt': his.updated_dt.replace(hour=0, minute=0, second=0, microsecond=0)}})
# if not old_his:
# stat.incre_people += 1
stat.updated_dt = his.updated_dt
stat.sync_save()
print('has exec %s' % index)
index += 1
except StopIteration:
break
except CursorNotFound:
cursor = MemberCheckPointHistory.sync_find({'check_point_cid': {'$in': list(cp_map.keys())}},
read_preference=ReadPreference.PRIMARY). \
sort('created_dt').skip(index).limit(600000 - index)
RedisCache.delete(cache_key)
def export_race_enter_position(race_cid: str, title):
"""
导出活动下面参与情况
:return:
"""
if not isinstance(race_cid, str):
raise ValueError("race_cid is not str")
now = datetime.datetime.now()
export_time_list = [
now + datetime.timedelta(days=-n) for n in (range(1, 8))
]
export_time_list.sort()
export_time = [
transform_time_format(export_dt) for export_dt in export_time_list
]
export_time.sort()
workbook = xlsxwriter.Workbook(title + today + ".xlsx")
head_list = [
"新增人数", "参与人数", "参与次数", "通关人数", "红包发放数", "红包领取数量", "红包发放金额", "红包领取金额"
]
sheet = workbook.add_worksheet(title + "一周数据")
data_center_format = workbook.add_format({
'valign': 'vcenter',
'align': 'center',
'font_name': 'Microsoft YaHei'
})
sheet.merge_range(0, 0, 1, 0, "城市", data_center_format)
sheet.merge_range(0, 1, 1, 1, "区县", data_center_format)
sheet.write_string(1, 2, "累计人数")
sheet.write_string(1, 3, "累计参与次数")
for i in range(1, 8):
sheet.merge_range(0, 7 * (i - 1) + 4 + i - 1, 0,
7 * (i - 1) + 4 + i - 1 + 7, export_time[i - 1],
data_center_format)
for head in range(7 * (i - 1) + 4 + i - 1,
7 * (i - 1) + 4 + i - 1 + 7 + 1):
index = head - 8 * (i - 1) - 4
sheet.write_string(1, head, head_list[index])
midnight = (datetime.datetime.now()).replace(hour=0,
minute=0,
second=0,
microsecond=0)
race = Race.sync_get_by_cid(race_cid)
# 市级活动，如六安市，扬州市
if race.city_code:
city_code_list = AdministrativeDivision.sync_distinct(
'code', {'code': race.city_code})
# 该活动的所属城市范围
city_name_list = AdministrativeDivision.sync_distinct(
'title', {'code': race.city_code})
else:
city_code_list = AdministrativeDivision.sync_distinct(
'code', {'parent_code': race.province_code})
city_name_list = AdministrativeDivision.sync_distinct(
'title', {'parent_code': race.province_code})
dist_list = []
for city_code in city_code_list:
# 该活动区县的范围
dist_list += AdministrativeDivision.sync_distinct(
'title', {'parent_code': city_code})
# 最基本的人数match
base_quantity_match = {
'race_cid': race_cid,
'auth_address.province': {
'$ne': None
},
"record_flag": 1,
'auth_address.city': {
"$in": city_name_list
},
'auth_address.district': {
"$in": dist_list
}
}
# 最基本的次数match
base_count_match = {
'race_cid': race_cid,
'province': {
'$ne': None
},
"record_$pushflag": 1,
'city': {
"$in": city_name_list
},
'district': {
"$in": dist_list
}
}
# 最基本的参与人数match
base_enter_quantity_match = {
'race_cid': race_cid,
'auth_address.province': {
'$ne': None
},
"record_flag": 1,
'auth_address.city': {
"$in": city_name_list
},
'auth_address.district': {
"$in": dist_list
}
}
# 累计人数
quantity_match_stage = MatchStage({
'race_cid': race_cid,
'auth_address.province': {
'$ne': None
},
"record_flag": 1,
'auth_address.city': {
"$in": city_name_list
},
'auth_address.district': {
"$in": dist_list
},
'created_dt': {
'$lte': midnight
}
})
# 累计次数
daily_code = datetime2str(datetime.datetime.now(), date_format='%Y%m%d')
count_match = {
'race_cid': race_cid,
'province': {
'$ne': None
},
'city': {
'$in': city_name_list
},
'district': {
'$in': dist_list
},
'daily_code': {
'$lt': daily_code
}
}
lookup_stage = LookupStage(Member, 'member_cid', 'cid', 'member_list')
address_sort = SortStage([('_id.city', ASC), ('_id.district', ASC)])
quantity_list = RaceMapping.sync_aggregate([
quantity_match_stage, lookup_stage,
ProjectStage(**{
'auth_address': "$auth_address",
"member_list": "$member_list"
}),
MatchStage({'member_list': {
'$ne': []
}}),
GroupStage(
{
'district': '$auth_address.district',
'city': '$auth_address.city'
},
sum={'$sum': 1}), address_sort
])
count_list = ReportRacePeopleStatistics.sync_aggregate([
MatchStage(count_match),
GroupStage({
'city': '$city',
'district': '$district'
},
sum={'$sum': "$total_num"})
])
dis_map = {}
quantity = 0
for index, address in enumerate(quantity_list):
quantity += address.sum
sheet.write_string(index + 2, 0, address.id.get('city'))
sheet.write_string(index + 2, 1, address.id.get('district'))
sheet.write_number(index + 2, 2, address.sum)
if address.id.get('district') not in dis_map:
dis_map[address.id.get('district')] = index + 2
else:
dis_map[address.id.get('district')] += index + 2
count_map = {}
for count in count_list:
district = count.id.get('district')
if district not in count_map:
count_map[district] = count.sum
print(count_map, 'count')
print(dis_map, 'dis_map')
for k, v in count_map.items():
position = dis_map.get(k)
if position:
sheet.write_number(position, 3, v)
# 有答题次数，没有人数的情况，跳过
else:
continue
# 时间与地区人数的字典 {'20190702': {'六安市-叶集区': 20}, '20190703': {'六安市-舒城县': 30}}
quantity_time_dict = {}
# 一个星期的人数的数据
base_quantity_match['created_dt'] = {
'$gte':
export_time_list[0].replace(hour=0, minute=0, second=0),
'$lte':
(export_time_list[-1] + datetime.timedelta(days=1)).replace(hour=0,
minute=0,
second=0)
}
one_week_quantity_list = RaceMapping.sync_aggregate([
MatchStage(base_quantity_match), lookup_stage,
ProjectStage(
**{
'daily_code': {
'$dateToString': {
'format': "%Y%m%d",
'date': "$created_dt"
}
},
'auth_address': "$auth_address",
"member_list": "$member_list"
}),
MatchStage({'member_list': {
'$ne': []
}}),
GroupStage(
{
"daily_code": "$daily_code",
'district': '$auth_address.district',
'city': '$auth_address.city'
},
sum={'$sum': 1}), address_sort
])
for quantity_data in one_week_quantity_list:
daily = quantity_data.id.get('daily_code')
city = quantity_data.id.get('city')
district = quantity_data.id.get('district')
if city and district:
if daily not in quantity_time_dict:
temp_dict = {}
temp_dict["{city}-{district}".format(
city=city, district=district)] = quantity_data.sum
quantity_time_dict[daily] = temp_dict
else:
quantity_time_dict[daily].update({
"{city}-{district}".format(city=city, district=district):
quantity_data.sum
})
else:
continue
# 每日参与人数一周的数据
# 时间与地区人数的字典 {'20190702': {'六安市-叶集区': 20}, '20190703': {'六安市-舒城县': 30}}
base_enter_quantity_match['updated_dt'] = {
'$gte':
export_time_list[0].replace(hour=0, minute=0, second=0),
'$lte':
(export_time_list[-1] + datetime.timedelta(days=1)).replace(hour=0,
minute=0,
second=0)
}
enter_quantity_time_dict = {}
one_week_enter_quantity_list = RaceMapping.sync_aggregate([
MatchStage(base_enter_quantity_match), lookup_stage,
ProjectStage(
**{
'daily_code': {
'$dateToString': {
'format': "%Y%m%d",
'date': "$updated_dt"
}
},
'auth_address': "$auth_address",
"member_list": "$member_list"
}),
MatchStage({'member_list': {
'$ne': []
}}),
GroupStage(
{
"daily_code": "$daily_code",
'district': '$auth_address.district',
'city': '$auth_address.city'
},
sum={'$sum': 1}), address_sort
])
for quantity_data in one_week_enter_quantity_list:
daily = quantity_data.id.get('daily_code')
city = quantity_data.id.get('city')
district = quantity_data.id.get('district')
if city and district:
if daily not in enter_quantity_time_dict:
temp_dict = {}
temp_dict["{city}-{district}".format(
city=city, district=district)] = quantity_data.sum
enter_quantity_time_dict[daily] = temp_dict
else:
enter_quantity_time_dict[daily].update({
"{city}-{district}".format(city=city, district=district):
quantity_data.sum
})
else:
continue
# print(enter_quantity_time_dict, 'enter_quantity')
# 每日新增参与次数一周的数据
base_count_match['created_dt'] = {
'$gte':
export_time_list[0].replace(hour=0, minute=0, second=0),
'$lte':
(export_time_list[-1] + datetime.timedelta(days=1)).replace(hour=0,
minute=0,
second=0)
}
one_week_count_list = ReportRacePeopleStatistics.sync_aggregate([
MatchStage(base_count_match),
GroupStage(
{
'city': '$city',
'district': '$district',
'daily_code': '$daily_code'
},
sum={'$sum': "$total_num"})
])
# 时间与地区次数的字典 {'20190702': {'六安市-叶集区': 20}, '20190703': {'六安市-舒城县': 30}}
count_time_dict = {}
for quantity_data in one_week_count_list:
daily = quantity_data.id.get('daily_code')
city = quantity_data.id.get('city')
district = quantity_data.id.get('district')
if city and district:
if daily not in count_time_dict:
temp_dict = {}
temp_dict["{city}-{district}".format(
city=city, district=district)] = quantity_data.sum
count_time_dict[daily] = temp_dict
else:
count_time_dict[daily].update({
"{city}-{district}".format(city=city, district=district):
quantity_data.sum
})
else:
continue
# 一周通关的人数
# {'20190702': {'六安市-叶集区': 20, "六安市-舒城县": 15}, '20190703': {'六安市-舒城县': 30}}
pass_quantity_time_dict = {}
last_checkpoint_cid, _, _, _ = get_export_param(race_cid) # 拿到最后一关的cid
pass_match_stage = MatchStage({
'check_point_cid': last_checkpoint_cid,
'status': 1,
'record_flag': 1,
'created_dt': {
'$gte':
export_time_list[0].replace(hour=0, minute=0, second=0),
'$lte': (export_time_list[-1] +
datetime.timedelta(days=1)).replace(hour=0,
minute=0,
second=0)
}
})
check_point_cursor = MemberCheckPointHistory.sync_aggregate(
[pass_match_stage, lookup_stage])
member_cid_list = []
while True:
try:
check_point = check_point_cursor.next()
if check_point.member_list:
member = check_point.member_list[0]
race_mapping = RaceMapping.sync_find_one({
'race_cid':
race_cid,
'member_cid':
member.cid
})
if race_mapping:
if race_mapping.auth_address and race_mapping.auth_address.get(
'province'):
if check_point.member_cid not in member_cid_list:
district = race_mapping.auth_address.get(
'district')
city = race_mapping.auth_address.get('city')
if district and city:
member_cid_list.append(check_point.member_cid)
created_time = format(check_point.created_dt,
"%Y%m%d")
if created_time not in pass_quantity_time_dict:
pass_quantity_time_dict[created_time] = {
"{city}-{district}".format(city=city,
district=district):
1
}
else:
city_district = "{city}-{district}".format(
city=city, district=district)
v_dict = pass_quantity_time_dict.get(
created_time)
if city_district in v_dict:
v_dict[city_district] += 1
else:
v_dict[city_district] = 1
else:
continue
except StopIteration:
break
except Exception as e:
raise e
# 每日新增人数在excel的位置
quantity_increase_position_list = [4 + 8 * (i - 1) for i in range(1, 8)]
# 每日参与人数在excel的位置
quantity_enter_position_list = [5 + 8 * (i - 1) for i in range(1, 8)]
# 每日参与次数在excel的位置
count_enter_position_list = [6 + 8 * (i - 1) for i in range(1, 8)]
# 每日通关次数在excel的位置
pass_enter_position_list = [7 + 8 * (i - 1) for i in range(1, 8)]
# 红包发放数量在excel的位置
red_give_position_list = [8 + 8 * (i - 1) for i in range(1, 8)]
# 红包发放金额在excel的位置
red_give_amount_list = [10 + 8 * (i - 1) for i in range(1, 8)]
# 红包领取数量在excel的位置
red_receive_position_list = [9 + 8 * (i - 1) for i in range(1, 8)]
# 红包领取金额在excel的位置
red_receive_amount_list = [11 + 8 * (i - 1) for i in range(1, 8)]
print(quantity_increase_position_list)
print(dis_map, 'dis_map6')
print(quantity, 'quan')
print(quantity_time_dict, 'quantity_time')
# 填充每日新增人数
write_excel_data(sheet,
quantity_time_dict,
dis_map,
export_time,
quantity_increase_position_list,
save=None)
# excel 填充每日参与人数
write_excel_data(sheet,
enter_quantity_time_dict,
dis_map,
export_time,
quantity_enter_position_list,
save=None)
# excel 填充每日参与次数
write_excel_data(sheet,
count_time_dict,
dis_map,
export_time,
count_enter_position_list,
save=None)
# excel 填充每日通关人数
write_excel_data(sheet,
pass_quantity_time_dict,
dis_map,
export_time,
pass_enter_position_list,
save=None)
red_give_dict = {}
red_give_amount_dict = {}
# 红包发放个数
red_give_out_match = {
"race_cid": race_cid,
'record_flag': 1,
"award_cid": {
'$ne': None
},
'member_cid': {
'$ne': None
},
'draw_dt': {
'$gte':
export_time_list[0].replace(hour=0, minute=0, second=0),
'$lte': (export_time_list[-1] +
datetime.timedelta(days=1)).replace(hour=0,
minute=0,
second=0)
}
}
red_give_out_cursor = RedPacketBox.sync_aggregate([
MatchStage(red_give_out_match), lookup_stage,
ProjectStage(
**{
'daily_code': {
'$dateToString': {
'format': "%Y%m%d",
'date': "$draw_dt"
}
},
"member_cid": '$member_cid',
"member_list": "$member_list",
"award_amount": '$award_amount',
}),
MatchStage({'member_list': {
'$ne': []
}}),
GroupStage({"daily_code": "$daily_code"},
amount_list={'$push': '$award_amount'},
cid_list={'$push': '$member_cid'},
sum={'$sum': 1})
])
while True:
try:
red_packet = red_give_out_cursor.next()
if red_packet and red_packet.cid_list:
cid_list = red_packet.cid_list
amount_list = red_packet.amount_list
print(len(amount_list), 'len_m')
print(len(cid_list), 'len')
daily = red_packet.id.get('daily_code')
for cid, amount in zip(cid_list, amount_list):
race_mapping = RaceMapping.sync_find_one({
'race_cid': race_cid,
'member_cid': cid,
'auth_address.city': {
'$in': city_name_list
},
'auth_address.district': {
'$in': dist_list
}
})
if race_mapping:
city = race_mapping.auth_address.get('city')
district = race_mapping.auth_address.get('district')
city_district = "{city}-{district}".format(
city=city, district=district)
if daily not in red_give_dict:
red_give_dict[daily] = {city_district: 1}
else:
v_dict = red_give_dict.get(daily)
if city_district not in v_dict:
v_dict[city_district] = 1
else:
v_dict[city_district] += 1
if daily not in red_give_amount_dict:
red_give_amount_dict[daily] = {
city_district: amount
}
else:
v_dict = red_give_amount_dict.get(daily)
if city_district not in v_dict:
v_dict[city_district] = amount
else:
v_dict[city_district] += amount
except StopIteration:
break
except Exception as e:
raise e
print(red_give_dict, 'dict2')
print(red_give_amount_dict, 'amount-dict2')
# excel 填充每日发放个数
write_excel_data(sheet,
red_give_dict,
dis_map,
export_time,
red_give_position_list,
save=None)
# excel 填充每日领取金额
write_excel_data(sheet,
red_give_amount_dict,
dis_map,
export_time,
red_give_amount_list,
save=2)
# 红包领取个数
red_receive_dict = {}
red_receive_amount_dict = {}
red_receive_match = {
"race_cid": race_cid,
'record_flag': 1,
"award_cid": {
'$ne': None
},
'draw_status': 0,
'member_cid': {
'$ne': None
},
'draw_dt': {
'$gte':
export_time_list[0].replace(hour=0, minute=0, second=0),
'$lte': (export_time_list[-1] +
datetime.timedelta(days=1)).replace(hour=0,
minute=0,
second=0)
}
}
red_receive_cursor = RedPacketBox.sync_aggregate([
MatchStage(red_receive_match), lookup_stage,
ProjectStage(
**{
'daily_code': {
'$dateToString': {
'format': "%Y%m%d",
'date': "$draw_dt"
}
},
"member_cid": '$member_cid',
"member_list": "$member_list",
"award_amount": '$award_amount',
}),
MatchStage({'member_list': {
'$ne': []
}}),
GroupStage({"daily_code": "$daily_code"},
receive_amount_list={'$push': '$award_amount'},
cid_list={'$push': '$member_cid'},
sum={'$sum': 1})
])
while True:
try:
red_packet = red_receive_cursor.next()
if red_packet and red_packet.cid_list:
amount_list = red_packet.receive_amount_list
cid_list = list(set(red_packet.cid_list))
print(len(cid_list), 'len')
daily = red_packet.id.get('daily_code')
for cid, amount in zip(cid_list, amount_list):
race_mapping = RaceMapping.sync_find_one({
'race_cid': race_cid,
'member_cid': cid,
'auth_address.city': {
'$in': city_name_list
},
'auth_address.district': {
'$in': dist_list
}
})
if race_mapping:
city = race_mapping.auth_address.get('city')
district = race_mapping.auth_address.get('district')
city_district = "{city}-{district}".format(
city=city, district=district)
if daily not in red_receive_dict:
red_receive_dict[daily] = {city_district: 1}
else:
v_dict = red_receive_dict.get(daily)
if city_district not in v_dict:
v_dict[city_district] = 1
else:
v_dict[city_district] += 1
if daily not in red_receive_amount_dict:
red_receive_amount_dict[daily] = {
city_district: amount
}
else:
v_dict = red_receive_amount_dict.get(daily)
if city_district not in v_dict:
v_dict[city_district] = amount
else:
v_dict[city_district] += amount
except StopIteration:
break
except Exception as e:
raise e
print(red_receive_dict, 'receive_cursor')
print(red_receive_amount_dict, 'rece_amount')
# excel 填充每日领取个数
write_excel_data(sheet,
red_receive_dict,
dis_map,
export_time,
red_receive_position_list,
save=None)
# excel 填充每日领取金额
write_excel_data(sheet,
red_receive_amount_dict,
dis_map,
export_time,
red_receive_amount_list,
save=2)
workbook.close()
def do_init():
"""
初始该活动数据
:return:
"""
cache_key = 'race_report_script'
RedisCache.delete(cache_key)
cp_map = get_all_race_checkpoint_map()
last_map = get_all_last_checkpoint()
with open('./chekpt_history.csv', encoding='utf-8') as f:
csv_reader = csv.reader(f)
for index, line in enumerate(csv_reader):
try:
if index == 0:
continue
# member_cid,check_point_cid,status,created_dt
his = MemberCheckPointHistory()
his.member_cid = line[0]
his.check_point_cid = line[1]
his.status = line[2]
line3 = line[3].replace('T', ' ').split('.')[0]
c_dt = str2datetime(line3)
his.created_dt = c_dt
mapping = RaceMapping.sync_find_one({
'member_cid':
his.member_cid,
'race_cid':
cp_map.get(his.check_point_cid)
})
member = Member.sync_get_by_cid(his.member_cid)
auth_address = mapping.auth_address if mapping else None
if not auth_address:
continue
race_cid = cp_map[his.check_point_cid]
daily_code = __get_daily_code(his.created_dt)
param = {
'race_cid': race_cid,
'province': auth_address.get('province'),
'city': auth_address.get('city'),
'district': auth_address.get('district'),
'town': auth_address.get('town'),
'sex': member.sex,
'education': member.education,
'category': member.category,
'daily_code': daily_code,
'company_cid': mapping.company_cid
}
stat = ReportRacePeopleStatisticsTemp.sync_find_one(
param, read_preference=ReadPreference.PRIMARY)
if not stat:
stat = ReportRacePeopleStatisticsTemp(**param)
stat.created_dt = his.created_dt
stat.total_num += 1
# 初次通关
if his.check_point_cid == last_map[
race_cid] and his.status == STATUS_RESULT_CHECK_POINT_WIN and RedisCache.hget(
cache_key, member.cid) is None:
stat.pass_num += 1
RedisCache.hset(cache_key, member.cid, 1)
# 当日人数
day_member_string = md5(daily_code + member.cid)
if RedisCache.hget(cache_key, day_member_string) is None:
RedisCache.hset(cache_key, day_member_string, 1)
stat.people_num += 1
# # 当日新增人数
# old_his = MemberCheckPointHistory.sync_find_one({'member_cid': member.cid, 'created_dt': {
# '$lt': his.updated_dt.replace(hour=0, minute=0, second=0, microsecond=0)}})
# if not old_his:
# stat.incre_people += 1
stat.updated_dt = his.created_dt
stat.sync_save()
print('has exec %s' % index)
except Exception:
print(traceback.format_exc())
def get_race_history_models():
# 获取竞赛历史
return MemberCheckPointHistory.sync_find(
dict(record_flag=1),
read_preference=ReadPreference.PRIMARY).batch_size(32)
