jupyter/体测单位/政法委.ipynb

体测人员导入

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/政法委名单.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, 2).value
    dict1['unit'] = '政法委'
    dict1['sex'] = sheet.cell(n, 3).value
    dict1['birth'] = str(sheet.cell(n,4).value).split(' ')[0]
    if sheet.cell(n,5).value is not None:
        dict1['phone'] = str(sheet.cell(n,5).value)
        
    person[code] = dict1
filename = 'data/政法委.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

生成读卡系统文件

In [ ]:

import json

filename = 'data/政法委.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':'政法委'}
    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_政法委.json", "w",encoding = 'utf-8') as file:
    file.write(json_data)   
print('ok')

获取人员测试成绩

In [ ]:

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/政法委.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20231020.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']
        re_ta[user]['phone'] = dict1[user]['phone']
        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_政法委.json'

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

In [ ]:

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/政法委.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20231020.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('/','-'))
        #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_政法委new.json'

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

计算项目成绩

In [ ]:

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_政法委new.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_政法委new.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        

导出测试人员信息

In [ ]:

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','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_政法委.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/政法委.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'])
    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/政法委.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

手工数据导入数据库

In [ ]:

import openpyxl
import json

filename = 'data/政法委.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
wb = openpyxl.load_workbook('data/政法委手工数据.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
dict1 = {}
dict3 = {1:10,2:11,3:7,4:2,5:6,6:3,7:1}
sheet = wb.active
data1 =list(sheet.values)
del data1[0]
list1 = []
for item in data1:
    code = int(item[0])
    list1.append((496535,code,item[2],item[1],'2023-10-20','2023-10-20 17:00:00'))
print(list1)

导入问卷信息

In [ ]:

import json
import csv
import openpyxl

filename = 'data/result_政法委new.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

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

phone =  set()
phone1 = set()
for k,v in dict3.items():
    if 'phone' in v.keys():
        phone.add(v['phone'])
list1 = []
filename = 'data/Survey_20231023-1698026051370.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)
dict2 = {}
for item in list1:
    if item[2] in phone:
        content = json.loads(item[5])
        list2 = []
        for i in range(0,60):
            list2.append(0)
        for k, v in content.items():
            i = int(k[1:])
            list2[i-1] = v
        dict2[item[2]] = list2
print(dict2)        
for k, v in dict3.items():
    if 'phone' in v.keys() and v['phone'] in dict2.keys():
        dict1[k]['tcm'] = dict2[str(v['phone'])]
       
filename = 'data/result_政法委new.json'

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

统计未参加问卷人员信息

In [ ]:

import json
import csv
import openpyxl

filename = 'data/政法委.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

phone =  set()
phone1 = set()
for k,v in dict1.items():
    if 'phone' in v.keys():
        phone.add(v['phone'])
list1 = []
filename = 'data/Survey_20231023-1698026051370.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:
    phone1.add(result[2])

for k, v in dict1.items():
    if 'phone' in v.keys():
        item = str(v['phone'])
        if item not in phone1:
            print(k,v['name'])

In [ ]:

import json
import csv
import openpyxl

filename = 'data/政法委.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

phone =  set()
phone1 = set()
for k,v in dict1.items():
    if 'phone' in v.keys():
        phone.add(v['phone'])
list1 = []
filename = 'data/Survey_20231023-1698026051370.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:
    phone1.add(result[2])

for item in phone1:
    if item in phone:
        print(item)

生成报告

In [61]:

import requests
import json



headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_政法委new.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
fiie_path ='./政法委/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i = 27
list2 = []
for k,v in dict1.items():    
    list1 = []
    mydata = {}    
    id = k.rjust(3,"0")
    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '政法委'
    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']
    
    if 'tcm' in v.keys():
        mydata.setdefault('surveys',{})
        mydata['surveys']['tcm'] = v['tcm']
        
    mydata['fits'] = {}
    for item in list_item:
        if item in dict1[k].keys():
            if item in ['lung','pushup','step','situp']:
                mark = dict1[k][item]['成绩'].split()[0].split('.')[0]
            else:
                mark = dict1[k][item]['成绩'].split()[0]
            mydata['fits'][item] = {'mark':mark,'score':dict1[k][item]['score']}
    if len(mydata['fits']) >2:        
        list1.append(mydata)
        list2.append([k,dict1[k]['name']])
        x = requests.post('http://192.168.1.148:3003', data = json.dumps(list1), headers=headers)
        print(id,dict1[k]['name'],x.text)
        #x.close()
        #print(mydata)

041 尚建红 {"errmsg":"ok"}
043 刘玉琴 {"errmsg":"ok"}
044 姚晓颖 {"errmsg":"ok"}
045 李秀梅 {"errmsg":"ok"}
042 杨坡 {"errmsg":"ok"}
018 吴颖 {"errmsg":"ok"}
002 杜国华 {"errmsg":"ok"}
004 赵玉龙 {"errmsg":"ok"}
008 袁艳华 {"errmsg":"ok"}
006 李娟 {"errmsg":"ok"}
011 武利平 {"errmsg":"ok"}
019 朱牧然 {"errmsg":"ok"}
022 王建峰 {"errmsg":"ok"}
021 朱雪峰 {"errmsg":"ok"}
020 王往 {"errmsg":"ok"}
029 赵路扬 {"errmsg":"ok"}
030 张世涵 {"errmsg":"ok"}
031 刘苗苗 {"errmsg":"ok"}
032 王立军 {"errmsg":"ok"}
016 刘畅 {"errmsg":"ok"}
012 李春光 {"errmsg":"ok"}
014 梁艺 {"errmsg":"ok"}
017 程荣荣 {"errmsg":"ok"}
033 张和平 {"errmsg":"ok"}
015 李超 {"errmsg":"ok"}

In [ ]: