# -*- coding: utf-8 -*-
from __future__ import absolute_import
import time
import datetime
import calendar
from comm.db import db
from bson import ObjectId
class ServiceHealthReport(object):
def __init__(self, watch_id):
self.rpt_date = ''
self.start_time, self.end_time = self.get_time()
self.watch_id = watch_id
self.standard = self.standard_data()
self.data = {}
self.standard = {}
def standard_data(self):
"""
该方法获取运动标准数据与吸烟喝酒标准数据, 暂时写固定
"""
self.standard= {'step_standard': 280000, 'calorie_standard': 39000,
'sleep_time': 8*60, 'smoke_standard': 5, 'drink_standard': 200}
return self.standard
def get_time(self):
year = datetime.date.today().year
month = datetime.date.today().month
firstDayWeekDay, monthRange = calendar.monthrange(year, month)
start = str(datetime.date(year= year, month=month, day=1))
end = str(datetime.date(year=year, month=month, day=monthRange))
self.rpt_date = start[0:7]
return time.mktime(time.strptime(str(start),'%Y-%m-%d')), time.mktime(time.strptime(str(end),'%Y-%m-%d'))
def alert_type(self, value):
"""
根据异常次数,返回相应风险水平
"""
if value <= 3:
return '正常'
elif 3 < value <= 6:
return '警惕'
else:
return '风险'
def get_advise(self):
"""
根据用户数据与标准值对比,获取建议
"""
standard_data = self.standard_data()
step_gap = self.data['step_total'] - standard_data['step_standard']
calorie_gap = self.data['calorie_total'] - standard_data['calorie_standard']
sleep_gap = self.data['sleep_time'] - standard_data['sleep_time']
smoke_gap = self.data['smoke_total'] - standard_data['smoke_standard']
drink_gap = self.data['drink_amount'] - standard_data['drink_standard']
if step_gap > 20000 and calorie_gap > 0:
sport_advise = '运动过量,合理安排运动时间可以强身健体,过度运动会增加身体负担.'
elif -20000 <= step_gap <= 20000:
sport_advise = '运动适量,继续保持,合理安排运动时间.'
else:
sport_advise = '缺乏运动,建议适当增加运动时间.'
if sleep_gap > 60:
sleep_advise = '睡眠时长充足,更需要注意睡眠质量.'
elif -60 <= sleep_gap <= 60:
sleep_advise = '睡眠时长一般,注意入睡时间以及起床时间的安排.'
else:
sleep_advise = '睡眠时长较短,充足的睡眠时间可以促进身体新陈代谢.'
if smoke_gap > 2:
smoke_advise = '吸烟过量,需要立即改善.'
elif -2 <= smoke_gap <=2:
smoke_advise = '吸烟适量,建议减少吸烟次数.'
else:
smoke_advise = '吸烟状况良好,继续保持.'
if drink_gap > 50:
drink_advise = '饮酒过量,需要立即改善.'
elif 30 <= drink_gap <= 50:
drink_advise = '饮酒量适中,切勿贪杯.'
else:
drink_advise = '饮酒量较少,继续保持.'
self.data['sport_advise'] = sport_advise
self.data['sleep_advise'] = sleep_advise
self.data['habit_advise'] = smoke_advise + drink_advise
def create_health_report(self):
"""
创建健康报告主程序
"""
out_bpms = self.heart_rate_data()
bpms_alert_type = self.alert_type(out_bpms)
out_bsug = self.blood_sugar_data()
bsug_alert_type = self.alert_type(out_bsug)
out_bpre = self.blood_pre_data()
bpre_alert_type = self.alert_type(out_bpre)
step_total, calorie_total = self.step_calorie_total()
smoke_total, drink_total, drink_amount = self.smoke_and_drink_data()
sleep_time = self.get_sleep_time()
self.data ={'out_bpms': out_bpms, 'out_bpms_type': bpms_alert_type, 'out_bsug': out_bsug,
'out_bsug_type': bsug_alert_type, 'out_bpre': out_bpre, 'out_bpre_type': bpre_alert_type,
'step_total': step_total, 'smoke_total': smoke_total, 'calorie_total': calorie_total,
'drink_total': drink_total, 'drink_amount': drink_amount, 'sleep_time': sleep_time}
self.get_advise()
print self.rpt_date
return self.data
def heart_rate_data(self):
"""
心率数据
"""
watch = db.watch.find_one({"_id": self.watch_id})
bpm_max = watch.get('bpm_max',70)
bpm_min = watch.get('bpm_min',60)
out_bpmsets = db.heart_rate.find({
"$or":[{"bpm":{"$gt":bpm_max}},{"bpm":{"$lt":bpm_min}}],
"watch_id": self.watch_id
}).sort([("maketime", -1)])
return out_bpmsets.count()
def blood_sugar_data(self):
"""
血糖数据
"""
watch = db.watch.find_one({"_id": self.watch_id})
gi_max = watch.get('gi_max',75)
gi_min = watch.get('gi_min',50)
out_gisets = db.blood_sugar.find({
"$or":[{"gi":{"$gt":gi_max}},{"gi":{"$lt":gi_min}}],
"watch_id": self.watch_id
}).sort([("maketime", -1)])
return out_gisets.count()
def blood_pre_data(self):
"""
血压数据
"""
watch = db.watch.find_one({"_id": self.watch_id})
dbp_max = watch.get('dbp_max',90)
dbp_min = watch.get('dbp_min',60)
sbp_max = watch.get('sbp_max',99)
sbp_min = watch.get('sbp_min',60)
out_presets = db.blood_pressure.find({
"$or":[{
"dbp":{"$gt":dbp_max}},{"sbp":{"$gt":sbp_max}},
{"sbp_min":{"$lt":sbp_min}},{"dbp_min":{"$lt":dbp_min}}],
"watch_id": self.watch_id,
}).sort([("maketime", -1)])
return out_presets.count()
def get_sleep_time(self):
"""
睡眠时间
"""
query = {'maketime': {'$gte': self.start_time, '$lte': self.end_time}, 'watch_id': self.watch_id}
cursor = db.sleep.find(query)
total = 0
avg = 0
for i in cursor:
total += i.get('duration', 0)
avg += 1
if total == 0:
return total
else:
avg = int(float(total)/avg)
return avg
def step_calorie_total(self):
"""
计步与卡路里统计
"""
query = {'maketime': {'$gte': self.start_time, '$lte': self.end_time}, 'watch_id': self.watch_id}
cursor = db.step.aggregate([
{'$match': query},
{'$project': {
'c': '$calorie',
'n': '$step',
}},
{'$group': {
'_id': 'watch_id',
'n': {'$sum': '$n'},
'c': {'$sum': '$c'}
}}
])
step_total = 0
calorie_total = 0
for i in cursor:
step_total = int(i.get('n', 0))
calorie_total = int(i.get('c', 0))
return step_total, calorie_total
def smoke_and_drink_data(self):
"""
抽烟与喝酒统计
"""
sd_list = []
query = {'maketime': {'$gte': self.start_time, '$lte': self.end_time}, 'watch_id': self.watch_id}
cursor = db.habit.find(query)
for i in cursor:
sd_list.append(i)
smoke_total = 0
drink = {}
ml = 0
for i in sd_list:
smoke_total += int(i['cigarette'])
for d in i['alcoholic']:
ml += int(i['alcoholic'][d])
if drink.has_key(d):
drink[d] += i['alcoholic'][d]
else:
drink[d] = i['alcoholic'][d]
return smoke_total, drink, ml
def save_to_mongo(self):
data = self.create_health_report()
db.service_rpt.insert_one({
'watch_id': watch_id,
'date': self.rpt_date,
'out_bpms': data['out_bpms'],
'out_bpms_type': data['out_bpms_type'],
'out_bpre': data['out_bpre'],
'out_bpre_type': data['out_bpre_type'],
'out_bsug': data['out_bsug'],
'out_bsug_type': data['out_bsug_type'],
'step_total': data['step_total'],
'calorie_total': data['calorie_total'],
'sleep_time_avg': data['sleep_time'],
'habit_smoke': data['smoke_total'],
'habit_drink': data['drink_total'],
'step_standard': self.standard['step_total'],
'calorie_standard': self.standard['calorie_total'],
'sleep_standard': self.standard['sleep_time'],
'smoke_standard': self.standard['smoke_standard'],
'drink_standard': self.standard['drink_standard'],
'sport_advise': data['sport_advise'],
'sleep_advise': data['sleep_advise'],
'habit_advise': data['habit_advise'],
})
if __name__ == '__main__':
watch_id = ObjectId('589545425f1d6569e76622af')
RS = ServiceHealthReport(watch_id)
resu = RS.create_health_report()
for i,v in resu.items():
print i,v
