Files
jupyter/体测单位/青海.ipynb
T
2024-06-13 13:44:25 +08:00

51 KiB

体测人员导入

In [2]:
import openpyxl
import json
from datetime import date

wb = openpyxl.load_workbook('data/青海员工个人健康档案名单.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    code = int(sheet.cell(n, 1).value)
    person.setdefault(code, {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 3).value
    dict1['sex'] = sheet.cell(n, 4).value
    dict1['unit'] = sheet.cell(n, 2).value
    dict1['birth'] = str(sheet.cell(n, 5).value).replace('/','-').split(' ')[0] 
    dict1['phone'] = str(sheet.cell(n,6).value)
    person[code] = dict1
filename = 'data/青海.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')
ok
In [8]:
import openpyxl
import json
from datetime import date

wb = openpyxl.load_workbook('data/青海员工花名册名单.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    code = int(sheet.cell(n, 1).value)
    person.setdefault(code, {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 4).value
    dict1['sex'] = sheet.cell(n, 5).value
    dict1['unit'] = sheet.cell(n, 2).value
    dict1['birth'] = str(sheet.cell(n, 8).value).replace('/','-').split(' ')[0] 
    dict1['phone'] = str(sheet.cell(n,10).value)
    person[code] = dict1
filename = 'data/青海2024.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')
ok

生成读卡系统文件

In [8]:
import json

filename = 'data/青海.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
for k, v in dict1.items():
    dict2 = {}
    #if dict1['sex'] =='男':
    #    sex = 1
    
    dict2 = {'id':k,'name':v['name'],'gender':v['sex'],'birth':v['birth'],'unit':v['unit']}
    list1.append(dict2)
json_data = json.dumps(list1,ensure_ascii=False, indent=4)  

# 将 json 数据写入文件
with open("data/data_青海.json", "w",encoding = 'utf-8') as file:
    file.write(json_data)   
print('ok')
ok

获取人员测试成绩

In [24]:
import json
import time
import csv

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
for k,v in dict1.items():
    item[k] = v
re_ta = {}
dict1 = {}
list1 = []
filename = 'data/青海2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20240311.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        #line = re.sub('[\r\n\f ]{1,}', '', line)
        list1.append(line)
#print(list1)
for result in list1:
    user = str(result[2])
    if user in dict1.keys():        
        m_item = str(result[3])    
        re_ta.setdefault(user,{})    
        re_ta[user]['name'] = dict1[user]['name']
        re_ta[user]['sex'] = dict1[user]['sex'] 
        re_ta[user]['unit'] = dict1[user]['unit']
        item_name = item[m_item]['name']
        re_ta[user].setdefault(item_name,{})  
        score = int(result[4])/item[m_item]['divisor']    
        re_ta[user][item_name]['成绩'] = f'{score} {item[m_item]["unit"]}'
print(len(re_ta))
filename = 'data/result_青海20240515.json'

with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))
27
27

转换报告格式

In [25]:
import json
import datetime
import csv
from datetime import date

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
for k,v in dict1.items():
    item[k] = v
item['1']['en'] = 'lung'
item['2']['en'] = 'grip'
item['3']['en'] = 'flexion'
item['4']['en'] = 'jump'
item['5']['en'] = 'pushup'
item['6']['en'] = 'balance'
item['7']['en'] = 'reaction'
item['8']['en'] = 'step'
item['9']['en'] = 'situp'
item['10']['en'] = 'height'
item['11']['en'] = 'weight'


re_ta = {}
dict1 = {}
list1 = []
filename = 'data/青海2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20240311.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        #line = re.sub('[\r\n\f ]{1,}', '', line)
        list1.append(line)
#f_item = ['lung','grip','flexion','jump','balance','reaction','step','situp']
#m_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step']
for result in list1:
    user = str(result[2])
    rq = date.fromisoformat(result[6].replace('/','-'))
    if user in dict1.keys():
        l_xm = []
        m_item = str(result[3])    
        re_ta.setdefault(user,{})    
        re_ta[user]['name'] = dict1[user]['name']
        re_ta[user]['sex'] = dict1[user]['sex']
        if dict1[user]['sex'] == '男':
            l_xm = ['weight','height','lung','grip','flexion','jump','pushup','balance','reaction','step']
        else:
            l_xm = ['weight','height','lung','grip','flexion','jump','balance','reaction','step','situp']
        re_ta[user]['unit'] = dict1[user]['unit']
        #birth = date.fromisoformat(dict1[user]['birth'].replace('/','-'))
        birth = date.fromisoformat(dict1[user]['birth'])
        #nian = int(birth[0].strip())
        #yue = int(birth[1].strip())
        #ri = int(birth[2].strip())
        #print(k,nian,yue,ri)
        item_name = item[m_item]['en']        
        if item_name in l_xm:            
            days = (rq-birth).days        
            re_ta[user]['age'] = int(days/365)
            re_ta[user]['month'] = int(days/365*12)
            re_ta[user]['rq'] = result[6]


            re_ta[user].setdefault(item_name,{})  
            score = int(result[4])/item[m_item]['divisor']    
            re_ta[user][item_name]['成绩'] = f'{score} {item[m_item]["unit"]}'
print(len(re_ta))
filename = 'data/result_青海all.json'

with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))
27
27

生成完善得分

In [26]:
import json
import time

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict3 = json.load(fl) 
for k,v in dict3.items():
    item[k] = v
item['1']['en'] = 'lung'
item['2']['en'] = 'grip'
item['3']['en'] = 'flexion'
item['4']['en'] = 'jump'
item['5']['en'] = 'pushup'
item['6']['en'] = 'balance'
item['7']['en'] = 'reaction'
item['8']['en'] = 'step'
item['9']['en'] = 'situp'
item['10']['en'] = 'height'
item['11']['en'] = 'weight'

filename = 'data/体质检测标准 (1).json'    
with open(filename,'r') as fl:
    dict1 = json.load(fl)



def cal_score(data1):
    #data = {'name':'张三','sex':'M','age':37,'item':'StepExperiment','result':46}     
    person = dict1['person']
    criteria = dict1['criteria']
    if data1['age'] >59:
        data1['age'] = 59
    if data1['age'] <20:
        data1['age'] = 20
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    mx = criteria[bz][data1['item']]
    result = data1['result']    
    if data1['item'] == 'reaction':
        for bz1 in mx:
            if result > bz1:
                #print(bz1)
                score = mx.index(bz1,0)
                break
            else:
                score = 5
    else:
        for bz1 in mx:
            if result < bz1:
                #print(bz1)
                score = mx.index(bz1,0)
                break
            else:
                score = 5
    return(score)
filename = 'data/体质检测标准_BMI.json'
with open(filename,'r') as fl:
    dict4 = json.load(fl) 
    
def cal_bmi(data1):
   # data = {'name':'张三','sex':'M','age':37,'item':'HeightWeight','result':'177.7,97.0'}
    person = dict4['person']
    criteria = dict4['criteria']
    if data1['age'] > 59:
        data1['age'] = 59
    if data1['age'] <20:
        data1['age'] = 20
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    #print(bz)
    result = data1['result']
    #print(data1['code'],result)
    height = int(float(result.split(',')[0]))
    weight = float(result.split(',')[1])
    if str(height) not in criteria[bz]:
        score = 1
    else:   
        mx = criteria[bz][str(height)]
        if weight < mx[0]:
            score = 1
        elif weight < mx[1]:
            score = 3
        elif weight < mx[2]:
            score = 5    
        elif weight <= mx[3]:
            score = 3  
        elif weight > mx[3]:
            score = 1
    return score
    
    

#list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','height','weight']
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']
filename = 'data/result_青海all.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl) 
for k, v in dict2.items():
    #print(k)
    if v['sex'] == '男':
        sex = 'M'
    else:
        sex = 'F'            
    if 'height' in v.keys() and 'weight' in v.keys():
        bmi_data = v['height']['成绩'].split()[0]+','+ v['weight']['成绩'].split()[0]
        data1 = {'code':k,'sex':sex,'age':v['age'],'item':'HeightWeight','result':bmi_data}
        dict2[k]['bmi'] = {}
        dict2[k]['bmi']['成绩'] = bmi_data
        dict2[k]['bmi']['score'] = cal_bmi(data1)
    for item_en in list_item:
        if item_en in v.keys():            
            data1 = {'code':k,'sex':sex,'age':v['age'],'item':item_en,'result':float(v[item_en]['成绩'].split()[0])}
            dict2[k][item_en]['score'] = cal_score(data1)
            #print(k,v[item_en]['成绩'],cal_score(data1))

filename = f'data/result_青海all.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        
ok!

导出测试人员信息

In [12]:
import json
import openpyxl

items = ['身高','体重','肺活量','握力','坐位体前屈','纵跳','俯卧撑','一分钟仰卧起坐','单脚站立','选择反应时','台阶指数']
title = ['编号','姓名','性别','单位','部门','身高','体重','肺活量','握力','坐位体前屈','纵跳','俯卧撑','一分钟仰卧起坐','单脚站立','选择反应时','台阶指数']

filename = 'data/result_青海20240515.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/青海2024.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
    
list1 = []
for k, v in dict1.items():
    if k in dict2.keys():
        list2 = []
        list2.append(str(k).rjust(5,'0'))
        list2.append(v['name'])    
        list2.append(dict2[k]['sex'])
        list2.append(dict2[k]['unit'])
        for item in items:
            if item in v.keys():
                list2.append(v[item]['成绩']) 
            elif item =='name':
                list2.append(v[item])
            else:
                list2.append('') 
        list1.append(list2)
filename = 'data/青海20240515.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

导入问卷信息

In [9]:
import json
import csv
import openpyxl
import time
from datetime import date

filename = 'data/result_青海all.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/青海2024.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)

phone =  {}
for k,v in dict3.items():
    if 'phone' in v.keys():
        phone[v['phone']] = k
list1 = []
filename = 'data/Survey_20240612.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        list1.append(line)
#print(list1)
dict2 = {}
psy =[]
tcm = []
spine = []
for i in range(0,45):
    psy.append(0)
psy[44] = []
for i in range(0,60):
    tcm.append(0)
for i in range(0,26):
    spine.append(0)

for item in list1:
    if item[2] in phone.keys():
        psy =[]
        tcm = []
        spine = []
        for i in range(0,45):
            psy.append(0)
        psy[44] = []
        for i in range(0,60):
            tcm.append(0)
        for i in range(0,26):
            spine.append(0)
       
        content = json.loads(item[5])
        if phone[item[2]] not in dict1.keys():
            dict1[phone[item[2]]] = dict3[phone[item[2]]]
            #print(item[2])
        rq = date.fromisoformat(item[6].replace('/','-').split(' ')[0])
            #dict1[phone[item[2]]]['rq'] = date.fromisoformat(item[6].replace('/','-').split(' ')[0])
        for k, v in content.items():
            if 'psy' in k:
                i = int(k[3:])
                psy[i-1] = int(v)
            if 'tcm' in k:
                i = int(k[3:])
                tcm[i-1] = int(v)
            if 'spine' in k:
                i = int(k[5:])
                spine[i-1] = int(v)
        if 'psy' in item[5]:
            #for i in range(5,26):
            #    new_valve = 5-psy[i]
            #    psy[i] = new_valve
            for i in range(26,40):
                new_valve = 1+psy[i]
                psy[i] = new_valve
            
            dict1[phone[item[2]]]['psy'] = psy
        if 'tcm' in item[5]:
            dict1[phone[item[2]]]['tcm'] = tcm
        if 'spine' in item[5]:
            dict1[phone[item[2]]]['spine'] = spine
        birth = date.fromisoformat(dict3[phone[item[2]]]['birth'].replace('/','-'))
        #rq =date.fromisoformat('2023-12-08')
        days =  (rq-birth).days          
        dict1[phone[item[2]]]['age'] = int(days/365)
        dict1[phone[item[2]]]['month'] = int(days/365*12)
    else:
        print(item[2])
filename = 'data/result_青海all_2.json'

with open(filename,'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)    
18993710898
18894239366
13801023617
19009775378

生成报告

In [10]:
import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_青海all_2.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./青海1/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i=0
list2 = []
for  k, v in dict1.items():
    list1 = []
    mydata = {}
    
    id = str(k).rjust(4,"0")
    mydata['path'] = file_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '青海油田勘探事业部'    
    mydata['subtitle'] = v['unit']
    mydata['id'] = id
    mydata['name'] = v['name']
    if v['sex'] == '男':
        mydata['gender'] = 'male'
    else:
        mydata['gender'] = 'female'
    
    mydata['month'] = v['month']
    mydata['fits'] = {}
    survey_list = ['tcm','psy','spine']
    for item in survey_list:
        if item in  v.keys():
            mydata.setdefault('surveys',{})
            mydata['surveys'][item] = v[item]
            
    
    #mydata['fits'] = {}
    for item in list_item:
        if item in v.keys():
            mydata.setdefault('fits',{})
            if item in ['lung','pushup','step','situp']:
                mark = v[item]['成绩'].split()[0].split('.')[0]
            else:
                mark = v[item]['成绩'].split()[0]
            mydata['fits'][item] = {'mark':mark,'score':v[item]['score']}
    #if len(mydata['fits']) >2 or len(mydata['surveys']) >0:
    #if len(mydata['fits']) >2 :    
    list1.append(mydata)
    list2.append([k,v['name']])
    i+=1
    x = requests.post('http://localhost:3003', data = json.dumps(list1), headers=headers)
    #print(id,v['name'],x.text)
    #print(mydata)
    #x.close()
print(i)
35

统计人员情况

In [6]:
import json
import csv
import openpyxl
import time
from datetime import date
wj = []
tc = []
all = []
filename = 'data/result_青海20240515.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

for k, v in dict1.items():
    tc.append(k)
print(len(tc))
    
filename = 'data/result_青海all_2.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
for k, v in dict1.items():
    if 'psy' in v.keys():
        wj.append(k)
print(len(wj))
for item in wj:
    if item in tc:
        all.append(item)
print(len(all))
27
14
11

统计问卷人员情况表

In [4]:
import json
import csv
import openpyxl
import time
from datetime import date


filename = 'data/青海2024.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)

phone =  {}
for k,v in dict3.items():
    if 'phone' in v.keys():
        phone[v['phone']] = k
list1 = []
filename = 'data/Survey_20240603.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        if line[2] in phone.keys() and  line[2] not in list1:
            list1.append(line[2])
print(list1) 
for item in list1:
    print(phone[item])
['18993727823', '18909376562', '18993710970', '18997374506', '18997372109', '18093715987', '18997372608', '18993722556', '18993710998', '18993729661', '18993710973', '18993714097', '18909376963', '18993728737']
20
18
42
44
61
62
24
68
9
3
55
33
5
50

统计报告发送情况表

In [6]:
import json
import openpyxl

filename = 'data/result_青海all_1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
for k,v in dict1.items():
    list2 = []
    list2 = [k,v['name'],v['sex'],v['unit'],v['phone']]
    list1.append(list2)

filename = 'data/青海体测报告发送明细.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active

for row in list1:
    sheet.append(row)
    
wb.save(filename)    

筛选家属人员

In [13]:
import json

dict3 = {}
filename = 'data/青海.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
filename = 'data/青海2024.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

for k, v in dict1.items():
    if k not in dict2.keys():
        dict3[k] = v
filename = 'data/青海_家属.json'
with open(filename, 'w') as fl:
    json.dump(dict3, fl, ensure_ascii=False)
print('ok')
ok
In [14]:
import json
import time
import csv

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
for k,v in dict1.items():
    item[k] = v
re_ta = {}
dict1 = {}
list1 = []
filename = 'data/青海_家属.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20240311.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        #line = re.sub('[\r\n\f ]{1,}', '', line)
        list1.append(line)
#print(list1)
for result in list1:
    user = str(result[2])
    if user in dict1.keys():        
        m_item = str(result[3])    
        re_ta.setdefault(user,{})    
        re_ta[user]['name'] = dict1[user]['name']
        re_ta[user]['sex'] = dict1[user]['sex'] 
        re_ta[user]['unit'] = dict1[user]['unit']
        item_name = item[m_item]['name']
        re_ta[user].setdefault(item_name,{})  
        score = int(result[4])/item[m_item]['divisor']    
        re_ta[user][item_name]['成绩'] = f'{score} {item[m_item]["unit"]}'
print(len(re_ta))
filename = 'data/result_青海家属.json'

with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))
14
14
In [15]:
import json
import datetime
import csv
from datetime import date

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
for k,v in dict1.items():
    item[k] = v
item['1']['en'] = 'lung'
item['2']['en'] = 'grip'
item['3']['en'] = 'flexion'
item['4']['en'] = 'jump'
item['5']['en'] = 'pushup'
item['6']['en'] = 'balance'
item['7']['en'] = 'reaction'
item['8']['en'] = 'step'
item['9']['en'] = 'situp'
item['10']['en'] = 'height'
item['11']['en'] = 'weight'


re_ta = {}
dict1 = {}
list1 = []
filename = 'data/青海_家属.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20240311.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        #line = re.sub('[\r\n\f ]{1,}', '', line)
        list1.append(line)
#f_item = ['lung','grip','flexion','jump','balance','reaction','step','situp']
#m_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step']
for result in list1:
    user = str(result[2])
    rq = date.fromisoformat(result[6].replace('/','-'))
    if user in dict1.keys():
        l_xm = []
        m_item = str(result[3])    
        re_ta.setdefault(user,{})    
        re_ta[user]['name'] = dict1[user]['name']
        re_ta[user]['sex'] = dict1[user]['sex']
        if dict1[user]['sex'] == '男':
            l_xm = ['weight','height','lung','grip','flexion','jump','pushup','balance','reaction','step']
        else:
            l_xm = ['weight','height','lung','grip','flexion','jump','balance','reaction','step','situp']
        re_ta[user]['unit'] = dict1[user]['unit']
        #birth = date.fromisoformat(dict1[user]['birth'].replace('/','-'))
        birth = date.fromisoformat(dict1[user]['birth'])
        #nian = int(birth[0].strip())
        #yue = int(birth[1].strip())
        #ri = int(birth[2].strip())
        #print(k,nian,yue,ri)
        item_name = item[m_item]['en']        
        if item_name in l_xm:            
            days = (rq-birth).days        
            re_ta[user]['age'] = int(days/365)
            re_ta[user]['month'] = int(days/365*12)
            re_ta[user]['rq'] = result[6]


            re_ta[user].setdefault(item_name,{})  
            score = int(result[4])/item[m_item]['divisor']    
            re_ta[user][item_name]['成绩'] = f'{score} {item[m_item]["unit"]}'
print(len(re_ta))
filename = 'data/result_青海家属.json'

with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))
14
14
In [16]:
import json
import time

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict3 = json.load(fl) 
for k,v in dict3.items():
    item[k] = v
item['1']['en'] = 'lung'
item['2']['en'] = 'grip'
item['3']['en'] = 'flexion'
item['4']['en'] = 'jump'
item['5']['en'] = 'pushup'
item['6']['en'] = 'balance'
item['7']['en'] = 'reaction'
item['8']['en'] = 'step'
item['9']['en'] = 'situp'
item['10']['en'] = 'height'
item['11']['en'] = 'weight'

filename = 'data/体质检测标准 (1).json'    
with open(filename,'r') as fl:
    dict1 = json.load(fl)



def cal_score(data1):
    #data = {'name':'张三','sex':'M','age':37,'item':'StepExperiment','result':46}     
    person = dict1['person']
    criteria = dict1['criteria']
    if data1['age'] >59:
        data1['age'] = 59
    if data1['age'] <20:
        data1['age'] = 20
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    mx = criteria[bz][data1['item']]
    result = data1['result']    
    if data1['item'] == 'reaction':
        for bz1 in mx:
            if result > bz1:
                #print(bz1)
                score = mx.index(bz1,0)
                break
            else:
                score = 5
    else:
        for bz1 in mx:
            if result < bz1:
                #print(bz1)
                score = mx.index(bz1,0)
                break
            else:
                score = 5
    return(score)
filename = 'data/体质检测标准_BMI.json'
with open(filename,'r') as fl:
    dict4 = json.load(fl) 
    
def cal_bmi(data1):
   # data = {'name':'张三','sex':'M','age':37,'item':'HeightWeight','result':'177.7,97.0'}
    person = dict4['person']
    criteria = dict4['criteria']
    if data1['age'] > 59:
        data1['age'] = 59
    if data1['age'] <20:
        data1['age'] = 20
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    #print(bz)
    result = data1['result']
    #print(data1['code'],result)
    height = int(float(result.split(',')[0]))
    weight = float(result.split(',')[1])
    if str(height) not in criteria[bz]:
        score = 1
    else:   
        mx = criteria[bz][str(height)]
        if weight < mx[0]:
            score = 1
        elif weight < mx[1]:
            score = 3
        elif weight < mx[2]:
            score = 5    
        elif weight <= mx[3]:
            score = 3  
        elif weight > mx[3]:
            score = 1
    return score
    
    

#list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','height','weight']
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']
filename = 'data/result_青海家属.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl) 
for k, v in dict2.items():
    #print(k)
    if v['sex'] == '男':
        sex = 'M'
    else:
        sex = 'F'            
    if 'height' in v.keys() and 'weight' in v.keys():
        bmi_data = v['height']['成绩'].split()[0]+','+ v['weight']['成绩'].split()[0]
        data1 = {'code':k,'sex':sex,'age':v['age'],'item':'HeightWeight','result':bmi_data}
        dict2[k]['bmi'] = {}
        dict2[k]['bmi']['成绩'] = bmi_data
        dict2[k]['bmi']['score'] = cal_bmi(data1)
    for item_en in list_item:
        if item_en in v.keys():            
            data1 = {'code':k,'sex':sex,'age':v['age'],'item':item_en,'result':float(v[item_en]['成绩'].split()[0])}
            dict2[k][item_en]['score'] = cal_score(data1)
            #print(k,v[item_en]['成绩'],cal_score(data1))

filename = f'data/result_青海家属.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        
ok!
In [17]:
import json
import csv
import openpyxl
import time
from datetime import date

filename = 'data/result_青海家属.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/青海_家属.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)

phone =  {}
for k,v in dict3.items():
    if 'phone' in v.keys():
        phone[v['phone']] = k
list1 = []
filename = 'data/Survey_20240612.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        list1.append(line)
#print(list1)
dict2 = {}
psy =[]
tcm = []
spine = []
for i in range(0,45):
    psy.append(0)
psy[44] = []
for i in range(0,60):
    tcm.append(0)
for i in range(0,26):
    spine.append(0)

for item in list1:
    if item[2] in phone.keys():
        psy =[]
        tcm = []
        spine = []
        for i in range(0,45):
            psy.append(0)
        psy[44] = []
        for i in range(0,60):
            tcm.append(0)
        for i in range(0,26):
            spine.append(0)
       
        content = json.loads(item[5])
        if phone[item[2]] not in dict1.keys():
            dict1[phone[item[2]]] = dict3[phone[item[2]]]
            #print(item[2])
        rq = date.fromisoformat(item[6].replace('/','-').split(' ')[0])
            #dict1[phone[item[2]]]['rq'] = date.fromisoformat(item[6].replace('/','-').split(' ')[0])
        for k, v in content.items():
            if 'psy' in k:
                i = int(k[3:])
                psy[i-1] = int(v)
            if 'tcm' in k:
                i = int(k[3:])
                tcm[i-1] = int(v)
            if 'spine' in k:
                i = int(k[5:])
                spine[i-1] = int(v)
        if 'psy' in item[5]:
            #for i in range(5,26):
            #    new_valve = 5-psy[i]
            #    psy[i] = new_valve
            for i in range(26,40):
                new_valve = 1+psy[i]
                psy[i] = new_valve
            
            dict1[phone[item[2]]]['psy'] = psy
        if 'tcm' in item[5]:
            dict1[phone[item[2]]]['tcm'] = tcm
        if 'spine' in item[5]:
            dict1[phone[item[2]]]['spine'] = spine
        birth = date.fromisoformat(dict3[phone[item[2]]]['birth'].replace('/','-'))
        #rq =date.fromisoformat('2023-12-08')
        days =  (rq-birth).days          
        dict1[phone[item[2]]]['age'] = int(days/365)
        dict1[phone[item[2]]]['month'] = int(days/365*12)
    else:
        print(item[2])
filename = 'data/result_青海家属.json'

with open(filename,'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)   
18993727823
18909376562
18993710970
18997374506
18997372109
18093715987
18997372608
18993722556
18894239366
18993710998
13801023617
18993710998
18993729661
18093715391
18993710973
18997372109
18993714097
18909376963
18993728737
18997372608
18909376562
18993729661
18993712026
18993710395
18997375563
18993712869
18993710955
19009775378
18997375312
In [18]:
import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_青海家属.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./青海家属/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i=0
list2 = []
for  k, v in dict1.items():
    list1 = []
    mydata = {}
    
    id = str(k).rjust(4,"0")
    mydata['path'] = file_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '青海油田勘探事业部'    
    mydata['subtitle'] = ''
    mydata['id'] = id
    mydata['name'] = v['name']
    if v['sex'] == '男':
        mydata['gender'] = 'male'
    else:
        mydata['gender'] = 'female'
    
    mydata['month'] = v['month']
    mydata['fits'] = {}
    survey_list = ['tcm','psy','spine']
    for item in survey_list:
        if item in  v.keys():
            mydata.setdefault('surveys',{})
            mydata['surveys'][item] = v[item]
            
    
    #mydata['fits'] = {}
    for item in list_item:
        if item in v.keys():
            mydata.setdefault('fits',{})
            if item in ['lung','pushup','step','situp']:
                mark = v[item]['成绩'].split()[0].split('.')[0]
            else:
                mark = v[item]['成绩'].split()[0]
            mydata['fits'][item] = {'mark':mark,'score':v[item]['score']}
    #if len(mydata['fits']) >2 or len(mydata['surveys']) >0:
    #if len(mydata['fits']) >2 :    
    list1.append(mydata)
    list2.append([k,v['name']])
    i+=1
    x = requests.post('http://localhost:3003', data = json.dumps(list1), headers=headers)
    #print(id,v['name'],x.text)
    #print(mydata)
    #x.close()
print(i)
14
In [ ]: