jupyter/体测单位/长炼医院.ipynb

员工体测

导入人员信息

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/student_20140922长炼医院监测花名册.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = int(sheet.cell(n, 4).value)
        person.setdefault(code, {})
        dict1 = {}
        dict1['name'] = sheet.cell(n, 6).value
        if int(sheet.cell(n, 7).value) ==1:
            sex = '男'
        else:
            sex = '女'
        dict1['sex'] = sex
        birth = str(sheet.cell(n, 8).value).split()[0]
        dict1['birth'] = birth
        dict1['unit'] = sheet.cell(n, 3).value
        person[code] = dict1
filename = 'data/长炼医院人员名单.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

新增人员信息

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/长炼医院新增监测花名册（水务部）.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
filename = 'data/长炼医院人员名单.json'
with open(filename,'r') as fl:
    person = json.load(fl) 
print(len(person))
for n in range(2, sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = int(sheet.cell(n, 4).value)
        person.setdefault(code, {})
        dict1 = {}
        dict1['name'] = sheet.cell(n, 6).value
        if int(sheet.cell(n, 7).value) ==1:
            sex = '男'
        else:
            sex = '女'
        dict1['sex'] = sex
        birth = str(sheet.cell(n, 8).value).split()[0]
        dict1['birth'] = birth
        dict1['unit'] = sheet.cell(n, 3).value
        person[code] = dict1
filename = 'data/长炼医院人员名单.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')
print(len(person))

补充员工编号

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/长炼医院体测人员编号情况表.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
filename = 'data/长炼医院人员名单.json'
with open(filename,'r') as fl:
    person = json.load(fl) 
print(len(person))
for n in range(2, sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = str(sheet.cell(n, 1).value)
        ygbh = str(sheet.cell(n, 6).value)
        if code in person.keys():
            person[code]['code'] = ygbh
            #print(code,person[code]['name'],ygbh)
filename = 'data/长炼医院人员名单.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

单独新增人员信息

In [ ]:

import openpyxl
import json


filename = 'data/长炼医院人员名单.json'
with open(filename,'r') as fl:
    person = json.load(fl) 
code = '3297'
name = '何治国'
sex = '男'
birth = '1982/02/15'
unit = '长炼医院外二科'
person[code] = {'name':name,'sex':sex,'birth':birth,'unit':unit}
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')
print(len(person))

每日成绩导入

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/长炼医院人员名单.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
rq = '20230830'
filename = f'data/places_result_{rq}.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_长炼医院.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/长炼医院人员名单.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20230830.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])
    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 = (datetime.date(2023, 8, 29)-birth).days        
            re_ta[user]['age'] = int(days/365)
            re_ta[user]['month'] = int(days/365*12)


            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_长炼医院.json'

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

每日成绩导出

In [ ]:

import json
import openpyxl

#rq = '20230510'
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 = f'data/result_长炼医院（{rq}).json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/长炼医院人员名单.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 = f'data/长炼医院体测情况表({rq}).xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
wb.save(filename)

人员信息表导出

In [ ]:

import openpyxl
import json


filename = 'data/长炼医院人员名单.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['birth'],v['unit']]
    list1.append(list2)
filename = f'data/长炼医院体测情况表(20230829).xlsx'
wb = openpyxl.Workbook()
sheet = wb.active

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

计算测试得分

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']    
    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']
    
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    #print(bz)
    result = data1['result']
    print(result)
    height = int(float(result.split(',')[0]))
    weight = float(result.split(',')[1])
    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_长炼医院.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl) 
for k, v in dict2.items():
    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 = {'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 = {'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_长炼医院.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        

生成报告

In [ ]:

import requests
import json

headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_长炼医院.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
fiie_path ='./469849/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
for  k, v in dict1.items():
    list1 = []
    mydata = {}
    
    id = str(k).rjust(5,"0")
    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '中石化长岭分公司'
    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'] = {}
    for item in list_item:
        if item in v.keys():
            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)        
        x = requests.post('http://192.168.31.163:3003', data = json.dumps(list1), headers=headers)
        print(id,v['name'],x.text)
        x.close()
    #print(mydata)
    

生成报告数据

In [ ]:

import requests
import json

headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_长炼医院.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []

fiie_path ='./469849/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
for  k, v in dict1.items(): 
    mydata = {}
    id = str(k).rjust(5,"0")
    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '中石化长岭分公司'
    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'] = {}
    for item in list_item:
        if item in v.keys():
            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)        
    #x = requests.post('http://192.168.31.163:3003', data = json.dumps(list1), headers=headers)
    #print(id,v['name'],x.text)
    #x.close()
    #print(mydata)
json_data = json.dumps(list1,ensure_ascii=False, indent=4)  

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

核对成绩

In [ ]:

import json
import csv

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'

re_ta = {}
list1 = []
item_list = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']
filename = 'data/places_result_20230830.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])
       
    m_item = str(result[3])    
    re_ta.setdefault(user,{})            
    item_name = item[m_item]['en']
    re_ta[user].setdefault(item_name,{})  
    score = int(result[4])/item[m_item]['divisor']    
    re_ta[user][item_name]['成绩'] = result[5]

filename = 'data/长炼医院data.json'
with open(filename,'r') as fl:
    list1 = json.load(fl)
for data in list1:
    code = str(int(data['id']))
    for k, v in data['fits'].items():
        if code in re_ta.keys():
            if k in item_list:
                print(code,k,v['score'],re_ta[code][k]['成绩'])
            if k == 'bmi':
                print(code,k,v['score'],re_ta[code]['weight']['成绩'])
            
    

获取报告信息

In [ ]:

import os,sys,shutil
import json
import glob
from pathlib import Path


fi_path = 'file/469849'
old = []
dict2 = {}
list1 = []

filename = 'data/长炼医院人员名单.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
    
fl = glob.glob(f'{fi_path}/*.pdf')
for fn in fl:
    fi_name =Path(fn).stem.split('-')[0]
    code = int(fi_name)
    
    print(fi_name,dict1[str(code)]['name'],dict1[str(code)]['code'])

报告信息导入数据库

In [ ]:

import os,sys,shutil
import json
import glob
from pathlib import Path
import pymongo


myclient = pymongo.MongoClient('mongodb://localhost:27017/')
mydb = myclient["baogao"]

place_id = 469849
fi_path = 'file/469849'
filename = 'data/长炼医院人员名单.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
    
fl = glob.glob(f'{fi_path}/*.pdf')
list1 = []
for fn in fl:
    dict2 = {}
    fi_name =Path(fn).stem.split('-')[0]
    code = int(fi_name)
    ygbh = dict1[str(code)]['code']
    dict2 = {'place_id':place_id,'code':ygbh,'fn':Path(fn).name}
    list1.append(dict2)
mycol = mydb["pdf"]
x = mycol.insert_many(list1)
print('ok')    

学生体测

导入学生信息

In [3]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/小学生监测花名册.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = int(sheet.cell(n, 4).value)
        person.setdefault(code, {})
        dict1 = {}
        dict1['name'] = sheet.cell(n, 6).value
        if int(sheet.cell(n, 7).value) ==1:
            sex = '男'
        else:
            sex = '女'
        dict1['sex'] = sex
        birth = str(sheet.cell(n, 8).value).split()[0]
        dict1['birth'] = birth
        dict1['unit'] = sheet.cell(n, 3).value
        person[code] = dict1
filename = 'data/长岭学生名单.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

ok

每日成绩导入

In [4]:

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/长岭学生名单.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
rq = '20230914'
filename = f'data/places_result_{rq}.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_长岭学生.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))

508
508

每日成绩导入

In [6]:

import json
import openpyxl

#rq = '20230510'
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 = f'data/result_长岭学生.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/长岭学生名单.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 = f'data/长岭学生体测情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
wb.save(filename)

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