jupyter/体测单位/东营老年大学.ipynb

体测人员导入

In [2]:

import openpyxl
import json
from datetime import date

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

for n in range(1, sheet.max_row+1):
    code = int(sheet.cell(n, 1).value)
    person.setdefault(code, {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 2).value
    dict1['sex'] = sheet.cell(n, 3).value
    dict1['unit'] = '北体体质康健班'
    dict1['birth'] = str(sheet.cell(n, 4).value).replace('/','-').split(' ')[0]
    if sheet.cell(n,5).value is not None:
        dict1['phone'] = str(sheet.cell(n,5).value) 
    person[code] = dict1
filename = 'data/北体体质康健.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

ok

获取人员测试成绩

In [5]:

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

filename = 'data/places_result_20240918.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 'phone' in dict1[user].keys():
            re_ta[user]['phone'] = dict1[user]['phone']
        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_北体体质康健.json'

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

87
87

导出测试人员信息

In [ ]:

import json
import openpyxl

items = ['lung','grip','flexion','jump','pushup','situp','balance','reaction','step']
bmi = ['height','weight']
title = ['编号','姓名','性别','身高','体重','bmi','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/727410_pdf.json'
with open(filename,'r') as fl:
    list2 = json.load(fl)

list1 = []
for xm in list2: 
    list2 = []
    list2.append(xm['id'].rjust(3,'0'))
    list2.append(xm['name'])    
    list2.append(xm['gender'])    
    
    i = 0
    if 'bmi' in xm['fits'].keys():
        m_bmi = xm['fits']['bmi']['mark']
        list2.append(m_bmi.split(',')[0])
        list2.append(m_bmi.split(',')[1])
        list2.append(xm['fits']['bmi']['score'])
        i+=1
    else:
        list2.append('') 
        list2.append('') 
        list2.append('') 


    for item in items:
        if item in xm['fits'].keys():
            list2.append(xm['fits'][item]['mark'])
            list2.append(xm['fits'][item]['score']) 
            i+=1
        #elif item =='name':
        #    list2.append(dict1[k][item])
        else:
            list2.append('') 
            list2.append('') 
    print(list2)
    if i>2:
        list1.append(list2)
filename = 'data/东营老年大学体测情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)
print('ok')       

导入问卷信息

In [24]:

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

dict1 = {}

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


list1 = []
filename = 'data/Survey_20240914.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 ==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1.json'

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

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 [ ]:

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)
#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_东营老年大学1.json'

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

核对人员成绩

In [ ]:

import json
import openpyxl

items = ['bmi','lung','grip','flexion','jump','pushup','situp','balance','reaction','step']
bmi = ['height','weight']


filename = 'data/727410_pdf.json'
with open(filename,'r') as fl:
    list2 = json.load(fl)

filename = 'data/result_东营老年大学1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)    
    

for xm in list2: 
    id = xm['id']
    if str(id) in dict1.keys():
        #print(id,xm['name'])
        for item in xm['fits'].keys():
            y_score = xm['fits'][item]['score']
            if item not in dict1[str(id)].keys() or y_score != dict1[str(id)][item]['score']:
                print(id,xm['name'],item,'no')

更新人员手机号码

In [ ]:

import openpyxl
import json
from datetime import date

filename = 'data/东营老年大学.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 


wb = openpyxl.load_workbook('data/东营老年大学电话.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    code = str(sheet.cell(n, 3).value)
    phone = sheet.cell(n, 1).value
    if code in dict1.keys():
        print(phone,code,dict1[code]['phone'])
        dict1[code]['phone'] = phone
        
    
filename = 'data/东营老年大学.json'
with open(filename, 'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print('ok')

核对人员手机号码

In [ ]:

import openpyxl
import json
from datetime import date

filename = 'data/东营老年大学.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 


wb = openpyxl.load_workbook('data/6.20日北体花名册.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
dict2 = {}

for n in range(3, sheet.max_row+1):
    phone = int(sheet.cell(n, 3).value)
    
    dict2[phone] = sheet.cell(n, 2).value
i = 1
for k, v in dict1.items():
    if 'phone' in v.keys() and v['phone']  in dict2.keys() :
        print(i,v['name'],dict2[v['phone']])
        i+=1

In [ ]:

%reset -f

import openpyxl
import json
from datetime import date


filename = 'data/东营老年大学.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

dict2 = {}
for k, v in dict1.items():
    if 'phone' in v.keys():
        dict2[v['phone']] = v['name']
wb = openpyxl.load_workbook('data/6.20日北体花名册.xlsx')
sheet = wb.active
# sheets = wb.sheetnames


for n in range(3, sheet.max_row+1):
    phone = int(sheet.cell(n, 3).value)
    if phone not in dict2.keys():
        print(sheet.cell(n, 2).value)
    
print(dict2)    

合并分日测试信息

In [30]:

import json
from datetime import date

filename = 'data/result_北体体质康健1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
filename = 'data/result_北体体质康健2.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl) 

n = 50
for k, v in dict2.items():
    dict1[n+int(k)] = v
    
filename = 'data/result_北体体质康健.json'
with open(filename,'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False) 
print(len(dict1))

170

补充问卷人员信息

In [29]:

import openpyxl
import json
from datetime import date

wb = openpyxl.load_workbook('data/北体体质康健.xlsx')
sheet = wb.active
filename = 'data/result_北体体质康健.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
filename = 'data/北体体质康健.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl) 
for n in range(1, sheet.max_row+1):
    code = str(sheet.cell(n, 1).value)
    if code in dict1.keys():  
        if sheet.cell(n,5).value is not None:
            dict1[code]['phone'] = str(sheet.cell(n,5).value)
    else:
        dict1[code]= dict2[code]
        rq = '2024-09-14'
        birth = dict2[code]['birth']
        days = (rq-birth).days        
        dict1[code]['age'] = int(days/365)
        dict1[code]['month'] = int(days/365*12)
    
filename = 'data/result_北体体质康健.json'
with open(filename, 'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print('ok')

ok

In [33]:

import json
from datetime import date
filename = 'data/result_北体体质康健2.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
for k,v in dict1.items():
    if 'month' not in v.keys():
        rq = date.fromisoformat(v['rq'])
        birth = date.fromisoformat(v['birth'])
        days = (rq-birth).days        
        dict1[k]['age'] = int(days/365)
        dict1[k]['month'] = int(days/365*12)
with open(filename, 'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print('ok')      

ok

In [36]:

import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_北体体质康健2.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./北体体质康健班/'
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'] = ''
    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 :    
        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)

79

In [ ]: