jupyter/体测单位/东营老年大学.ipynb

体测人员导入

In [58]:

import openpyxl
import json
from datetime import date

wb = openpyxl.load_workbook('data/北体体质康健2班.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(3, 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['age'] = sheet.cell(n, 6).value
    if sheet.cell(n,7).value is not None:
        dict1['phone'] = str(sheet.cell(n,7).value) 
    person[code] = dict1
filename = 'data/北体体质康健班202412.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print(len(person))
print('ok')

89
ok

获取人员测试成绩

In [51]:

import json
import datetime
import csv
from datetime import date


re_ta = {}
list1 = []
filename = 'data/北体体质康健班202412.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/marks_20241222.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)

for result in list1:
    user = str(result[2])
    rq = date.fromisoformat(result[5].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']
        re_ta[user]['birth'] = dict1[user]['birth']
        re_ta[user]['unit'] = dict1[user]['unit']
        if 'phone' in dict1[user].keys():
            re_ta[user]['phone'] = dict1[user]['phone']
        if dict1[user]['sex'] == '男':
            l_xm = ['bmi','lung','grip','flexion','jump','pushup','balance','reaction','step']
        else:
            l_xm = ['bmi','lung','grip','flexion','jump','balance','reaction','step','situp']
        #re_ta[user]['unit'] = dict1[user]['unit']
        birth = date.fromisoformat(dict1[user]['birth'].replace('/','-'))
        item_name = result[3]     
        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[5]
            re_ta[user].setdefault(item_name,{})  
            score = result[4] 
            re_ta[user][item_name]['成绩'] = score

filename = 'data/result_北体体质康健班202412.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))

67

生成测试得分

In [52]:

import json
import time
import my_module as My

#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_北体体质康健班202412.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 'bmi' in v.keys():
        #bmi_data = v['height']['成绩'].split()[0]+','+ v['weight']['成绩'].split()[0]
        bmi_data = v['bmi']['成绩']
        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'] = My.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])}
            #print(k,v['name'])
            dict2[k][item_en]['score'] = My.cal_score(data1)
            #print(k,v[item_en]['成绩'],cal_score(data1))

filename = f'data/result_北体体质康健班202412.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 [53]:

import json
import openpyxl

items = ['lung','grip','flexion','jump','pushup','situp','balance','reaction','step']
title = ['编号','姓名','性别','单位','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_北体体质康健班202412.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北体体质康健班202412.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
    
list1 = []
for k, v in dict1.items():
    list2 = []
    list2.append(str(k).rjust(5,'0'))
    list2.append(v['name'])    
    list2.append(dict2[k]['sex'])
    list2.append(dict2[k]['unit'])
    if 'bmi' in v.keys():
        height = v['bmi']['成绩'].split(',')[0]
        weight = v['bmi']['成绩'].split(',')[1]
        list2.append(height)
        list2.append(weight)
    else:
        list2.append('')
        list2.append('')
    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/北体体质康健班体测情况表202412.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 [49]:

import json
import csv
import openpyxl
import time
from datetime import date

dict1 = {}

filename = 'data/result_北体体质康健班202412.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
filename = 'data/北体体质康健班202412.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_20241220.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)




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]]]
            rq = date.fromisoformat(item[6].replace('/','-').split(' ')[0])
            dict1[phone[item[2]]]['rq'] = item[6].replace('/','-').split(' ')[0]
        for k, v in content.items():
            if 'psyOld' in k:
                i = int(k[6:])
                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 'psyOld' 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_yangmiao_old'] = psy
        if 'tcm' in item[5]:
            if tcm[40] ==0:
                tcm[40] =1
            dict1[phone[item[2]]]['tcm'] = tcm
        if 'spine' in item[5]:
            for ii in range(25,23,-1):
                spine[ii] = spine[ii-1]
            spine[22] = 0 
            dict1[phone[item[2]]]['spine'] = spine
        birth = date.fromisoformat(dict3[phone[item[2]]]['birth'].replace('/','-'))
        
        days =  (rq-birth).days          
        dict1[phone[item[2]]]['age'] = int(days/365)
        dict1[phone[item[2]]]['month'] = int(days/365*12)
filename = 'data/result_北体体质康健班202412-1.json'

with open(filename,'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print(len(dict1))

71

获取问卷人员信息

In [ ]:

import json
import csv
import openpyxl
import time
from datetime import date

dict1 = {}

filename = 'data/result_东营老年大学.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)


list1 = []
filename = 'data/Survey_20240321.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)


list2 = []
for item in list1:
    list3 = []
    phone = item[2]
    content = json.loads(item[5])
    name = content['name']
    gender = content['gender']
    unit = content['unit']
    list2.append([name,phone,gender,unit])
filename = 'data/东营老年大学问卷人员表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active

for row in list2:
    sheet.append(row)
    
wb.save(filename)
print('ok')    

In [13]:

import json
import csv
import openpyxl
import time
from datetime import date

dict1 = {}

filename = 'data/result_北体体质康健班202412.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)


list1 = []
filename = 'data/Survey_20241220.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 = {}

for item in list1:
    psy = []
    tcm = []
    spine = []
    for i in range(0,45):
        psy.append(0)
    for i in range(0,60):
        tcm.append(0)
    for i in range(0,26):
        spine.append(0)
    phone = item[2]
    for k1, v1 in dict3.items():
        if 'phone' in  v1.keys() and phone ==v1['phone']:  
            dict1[k1] = dict3[k1]
            #dict1[k1]['month'] = dict1[k1]['age'] *12
#print(dict1)
for item in list1:
    #print(item)
    psy = []
    tcm = []
    spine = []
    for i in range(0,45):
        psy.append(0)
    for i in range(0,60):
        tcm.append(0)
    for i in range(0,26):
        spine.append(0)
    phone = item[2]
    for k1, v1 in dict1.items():
        #print((k1,v1))
        if 'phone' in v1.keys() and phone ==v1['phone']:   
            content = json.loads(item[5])
            #print(content)
            
            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():
                #print('k:',k,'v:',v)
                if 'psyOld' in k:                    
                    i = int(k[6:])
                    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 'psyOld' 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
                psy[44] = []
                dict1[k1]['psy'] = psy
            if 'tcm' in item[5]:
                if tcm[40] ==0:
                    tcm[40] =1
                dict1[k1]['tcm'] = tcm
            if 'spine' in item[5]:
                for ii in range(25,23,-1):
                    
                    spine[ii] = spine[ii-1]
                    
                spine[22] = 0
                
                
                
                dict1[k1]['spine'] = spine
            #birth = date.fromisoformat(dict3[k1]['birth'].replace('/','-'))

            #days =  (rq-birth).days          
            #dict1[k1]['age'] = int(days/365)
            
            dict1[k1]['rq'] = item[6].replace('/','-').split(' ')[0]
#print(dict1)
filename = 'data/result_北体体质康健班202412-1.json'

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

生成报告

In [50]:

import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_北体体质康健班202412-1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./北体体质康健班202412/'
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'] = '北体体质康健班'
    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_yangmiao_old','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)

71

Cell:

[Cell type raw - unsupported, skipped]

In [88]:

import json
import csv
import openpyxl
import time
from datetime import date
import ast

items = ['lung','grip','flexion','balance','reaction','step']
title = ['编号','姓名','性别','年龄','单位','身高','体重','得分','肺活量','得分','握力','得分','坐位体前屈','得分','单脚站立','得分','选择反应时','得分','台阶指数','得分']
filename = 'data/北体体质康健班202412.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

filename = 'data/data2.json'
with open(filename,'r') as fl:
    list1 = json.load(fl)
list2 = []
for item in list1:
    list3 = []
    code  = item['id']
    if 'fits' in item.keys() or 'surveysScore' in item.keys():
        list3.append(code)
        list3.append(dict2[code]['name'])
        list3.append(dict2[code]['sex'])
        list3.append(dict2[code]['age'])
        list3.append(dict2[code]['unit'])
        
        if 'fits' in item.keys():
            v = item['fits']
            if 'bmi' in v.keys():
                height = v['bmi']['mark'].split(',')[0]
                weight = v['bmi']['mark'].split(',')[1]
                list3.append(height)
                list3.append(weight)
                list3.append(v['bmi']['score']) 
            else:
                list3.append('')
                list3.append('')
                list3.append('')
            for xm in items:
                if xm in v.keys():
                    list3.append(v[xm]['mark'])
                    list3.append(v[xm]['score']) 
                else:
                    list3.append('')
                    list3.append('')
        else:
            for i in range(0,15):
                list3.append('')
        if 'surveysScore' in item.keys():
            v = item['surveysScore']
            list3.append(v['tcm']['type']['name'])
            list3.append(v['tcm']['near'])
            list3.append(v['psy']['身体健康满意度'])
            list3.append(v['psy']['心理健康'])
            list3.append(v['psy']['社会支持'])
            list3.append(v['psy']['环境满意度'])
            list3.append(v['spine']['颈椎段'])
            list3.append(v['spine']['胸椎段'])
            list3.append(v['spine']['腰椎段'])
            list3.append(v['spine']['骶尾椎段'])
        else:
            for i in range(0,10):
                list3.append('')
        list2.append(list3)    
 
filename = 'data/北体体质康健班体测情况表202412.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list2:
    sheet.append(row)
    
wb.save(filename)

In [ ]: