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512song 82372feb99 20241211

2024-12-11 18:57:54 +08:00

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2022年体质检测

人员基本信息导入

In [ ]:

import openpyxl
import json

wb = openpyxl.load_workbook('data/北海石化监测花名册2022 .xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}
for n in range(2, sheet.max_row+1):
    if sheet.cell(n,2).value is None:
        break
    else:        
        code = int(sheet.cell(n, 4).value)
        person.setdefault(code, {})
        dict1 = {}
        dict1['name'] = sheet.cell(n, 6).value    
        xb = str(sheet.cell(n, 7).value)
        if xb == '1':
            sex = '男'
        elif xb =='2':
            sex = '女'
        dict1['sex'] = sex
        dict1['unit'] = sheet.cell(n, 3).value
        dict1['birth'] = str(sheet.cell(n,8).value).split(' ')[0]
        person[code] = dict1
filename = 'data/北海炼化人员_2022.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
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
#SQL语句为：
# SELECT a.item_id,a.performance,a.score,a.date AS DATE1,a.avatar_id,b.unit,b.name FROM places_result AS a,_zgshhgxs AS b WHERE a.place_id=135 AND a.avatar_id=b.id AND a.avatar_id < 4999

re_ta = {}
dict1 = {}
list1 = []
#print("\n运动项目信息：")
filename = 'data/138_2210.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[4])
    m_item = str(result[0])    
    re_ta.setdefault(user,{})    
    re_ta[user]['name'] = str(result[6])
    re_ta[user]['unit'] = str(result[5])    
    item_name = item[m_item]['name']
    re_ta[user].setdefault(item_name,{})  
    score = int(result[1])/item[m_item]['divisor']    
    re_ta[user][item_name]['成绩'] = f'{score} {item[m_item]["unit"]}'
    re_ta[user][item_name]['得分'] =result[2]
filename = 'data/result_北海炼化2022.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl) 
print('ok')

导出测试成绩

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/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_北海炼化2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北海炼化人员_2022.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
    
list1 = []
for k, v in dict1.items():
    list2 = []
    list2.append(str(k).rjust(8,'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/北海炼化体测情况表（截至20221101）.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

统计报告人员信息表

In [ ]:

import json
import openpyxl
import os
import glob

filename = 'data/北海炼化人员_2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
m_path = '../file/221103'
fls = glob.glob(f'../file/221103/*.pdf')
list1 = []
for fn in fls:
    list2 = []
    code = os.path.basename(fn).split('.')[0]
    list2 = [code.rjust(5,"0"),dict1[code]['name'],dict1[code]['unit']]
    list1.append(list2)
title = ['编号','姓名','部门']    
filename = 'data/北海体测报告情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

统计部门测试人员情况

In [ ]:

import json
import openpyxl

title = ['部门','部门人数','已测人数','未测人数']
filename = 'data/北海炼化人员_2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
filename = 'data/result_北海炼化2022.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

dict3 = {}
for k, v in dict1.items():
    dict3.setdefault(v['unit'],{})
    dict3[v['unit']].setdefault('人数',0)
    dict3[v['unit']].setdefault('已测人数',0)
    dict3[v['unit']]['人数'] = dict3[v['unit']]['人数']+1
for k, v in dict2.items():
    if len(v.keys())>5:        
        dict3[v['unit']]['已测人数'] = dict3[v['unit']]['已测人数'] + 1
list1 = []

for k, v in dict3.items():
    list2 = []
    list2 = [k,v['人数'],v['已测人数'],v['人数']-v['已测人数']]
    
    list1.append(list2)
filename = 'data/北海炼化体测人数统计表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)
print('ok!')

导入2021年人员信息

In [ ]:

import json
import openpyxl

filename = 'data/北海炼化人员_2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/all_result.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
dict3 = {}
dict3 = dict2['北海炼化']

for k, v in dict1.items():
    name = v['name']
    birth = v['birth']
    for k1, v1 in dict3.items():
        if v1['name'] == name and v1['birth'] == birth:
            dict1[k]['old_code'] = int(k1)
            dict1[k]['record'] = v1['record']
    
filename = 'data/北海炼化人员_2022.json'
with open(filename,'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False) 
print('ok')

核对2021体测人员

In [ ]:

import json
import openpyxl

filename = 'data/北海炼化人员_2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = []
for k,v in dict1.items():
    if 'old_code' in v.keys():
        list1.append(v['old_code'])
filename = 'data/all_result.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
dict3 = {}
dict3 = dict2['北海炼化']
for k, v in dict3.items():
    if int(k) not in list1:
        print(k,v['name'],v['birth'])

比照人员两年成绩

比照两年单项成绩

In [ ]:

import json
import openpyxl

filename = 'data/北海炼化人员_2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = dict1.keys()
items = ['台阶指数']
title = ['编号','姓名','部门','22年台阶指数','21年台阶指数']
filename = 'data/result_北海炼化2022.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
list4 = []
for k, v in dict2.items():
    if k in list1:
        list2 = [k,v['name'],v['unit']]
        list3 = []
        for item in items:
            # 获取2022年成绩
            if item in v.keys():                
                list2.append(v[item]['成绩'].split()[0])             
            else:
                list2.append('')
            # 获取2021年成绩
            if 'record' in dict1[k].keys() and item in dict1[k]['record'].keys():
                list3.append(dict1[k]['record'][item]['成绩'])             
            else:
                list3.append('')
        for cj in list3:
            if cj != '':
                list2.append(cj.split()[0])            
        
        list4.append(list2)
filename = 'data/b北海炼化成绩对照221026.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list4:
    sheet.append(row)
    
wb.save(filename)

北海体检情况汇总

In [ ]:

import openpyxl
import json

wb = openpyxl.load_workbook('data/中国石化北海炼化有限责任公司2022年健康体检团体报告统计表.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
dict1 = {}
for n in range(2, sheet.max_row+1):
    if sheet.cell(n,2).value is None:
        break
    else:        
        code = sheet.cell(n, 2).value
        dict1.setdefault(code, {})        
        dict1[code]['name'] = sheet.cell(n, 3).value    
        
        dict1[code]['sex'] = sheet.cell(n, 4).value 
        dict1[code]['age'] = sheet.cell(n, 5).value 
        dict1[code].setdefault('bz',[]) 
        dict1[code]['bz'].append(sheet.cell(n, 6).value) 
        
filename = 'data/北海炼化2022年健康体检团体报告.json'
with open(filename, 'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print('ok')
list1 = []
for k, v in dict1.items():
    list2 = []
    mbz = set(v['bz'])
    list2.append(k)
    list2.append(v['name'])
    list2.append(v['sex'])
    list2.append(v['age'])
    list2.append(','.join(mbz))
    list1.append(list2)
title = ['体检编号','姓名','性别','年龄','体检症状']
filename = 'data/中国石化北海炼化有限责任公司2022年健康体检团体报告汇总统计表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

北海体检情况汇总(文本文件)

In [ ]:

import openpyxl
import json
list2 = []
file_name = 'data/中国石化北海炼化有限责任公司2022年健康体检团体报告.txt'
with open(file_name,'r',encoding='utf-8') as fl:
    for l in fl:
        list1 = []
        list1 = l.strip('\n').split()
        del list1[0]
        list2.append(list1)
        
print(list2)    
title = ['体检编号','姓名','性别','年龄','体检症状']
filename = 'data/中国石化北海炼化有限责任公司2022年健康体检团体报告统计表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list2:
    sheet.append(row)
    
wb.save(filename)

北海体检情况统计

In [ ]:

import openpyxl
import json
import itertools
import operator

filename = 'data/北海炼化2022年健康体检团体报告.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
bz = set()
for k, v in dict1.items():
    for i in v['bz']:
        bz.add(i)
print(len(bz))
dict2 = {}
dict3 = {}
i = 1
for n in [2,3,4]:
    iter1 = itertools.combinations(bz, n)
    list1 = list(iter1)
    print(len(list1))    
    
    list2 = []
    for item in list1:
        
        for k, v in dict1.items():            
            list3 = []
            if set(item).issubset(v['bz']):
                dict3[i] =item 
                list3 = [k,i]
                list2.append(list3)
        i = i+1
    dict2[n] = list2
dict2['bingzheng'] = dict3
filename = 'data/北海炼化2022年健康体检病症组合.json'
with open(filename,'w') as fl:
    json.dump(dict2, fl, ensure_ascii=False) 
print('ok')

北海体检情况分析

In [ ]:

import openpyxl
import json
import itertools
import operator

filename = 'data/北海炼化2022年健康体检病症组合.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
bz = dict1['bingzheng']
bz1 = dict1['2']
list1 = []
for k, v in bz.items():
    list2 = []
    i = 1
    bzs = len(v)
    for v1 in dict1[str(bzs)]:
        if v1[1] == int(k):
            
            i+=1
    list2 =[bzs,','.join(v),i]
    list1.append(list2)
filename = 'data/中国石化北海炼化有限责任公司2022年病症统计表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
#sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

2023年体质检测

人员信息处理

人员信息汇总（批量人员）

In [ ]:

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

fi_path = 'data/北海炼化/'

fls = glob.glob(f'{fi_path}/*.xlsx')
i = 1
person = {}
for fl in fls:
    wb = openpyxl.load_workbook(fl)
    sheet = wb.active
    # sheets = wb.sheetnames
    

    for n in range(3,sheet.max_row+1):
        if sheet.cell(n,1).value is not None:
            code = str(i)
            person.setdefault(code, {})
            dict1 = {}
            dict1['name'] = sheet.cell(n, 2).value
            dict1['sex'] = sheet.cell(n,3 ).value
            dict1['婚姻'] = sheet.cell(n, 5).value
            dict1['phone'] = str(sheet.cell(n,6).value)
            dict1['id'] = sheet.cell(n,7 ).value
            dict1['总工龄'] = sheet.cell(n, 8).value
            dict1['损害工龄'] = sheet.cell(n, 9).value
            dict1['既往病史'] = sheet.cell(n,10 ).value
            dict1['有毒因素'] = sheet.cell(n, 11).value
            dict1['unit'] = sheet.cell(n, 12).value
            dict1['工种'] = sheet.cell(n, 13).value
            dict1['防护措施'] = sheet.cell(n,15 ).value              
            person[code] = dict1
            i+=1
          
filename = 'data/北海炼化2023.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

检查身份证及手机号码唯一性

In [ ]:

import json

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
id= []
phone = [] 

for k, v in dict1.items():
    if v['phone'] not in phone:
        phone.append(v['phone'] )
    else:
        print(v['name'] ,v['phone'])
    if v['id'] not in id:
        id.append(v['id'] )
    else:
        print(v['id'] ,v['id'] )

查找身份证号码

In [ ]:

import json

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
id= '440906199104060046'
for k, v in dict1.items():
    if v['id'] == id:
        print(id,v['name'])

In [ ]:

import json

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
phone= ['13807799565','18877976757','13927509537']
for k, v in dict1.items():
    if v['phone'] in  phone:
        print(v['phone'],v['name'])

生成出生日期

In [ ]:

import json

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
for k, v in dict1.items():
    id = str(v['id']) 
    #print(id)
    birth = id[6:10] + '-' +id[10:12] + '-' +id[12:14]
    dict1[k]['birth'] = birth
    
    
filename = 'data/北海炼化2023.json'    
with open(filename, 'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print('ok')

人员信息汇总（单个文件）

In [ ]:

import json
import openpyxl

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    person = json.load(fl)
i = len(person)+1
fl = 'data/北海炼化机关名单表(2023年汇总156人).xlsx'
wb = openpyxl.load_workbook(fl)
sheet = wb.active
# sheets = wb.sheetnames


for n in range(3,sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = str(i)
        person.setdefault(code, {})
        dict1 = {}
        dict1['name'] = sheet.cell(n, 2).value
        dict1['sex'] = sheet.cell(n,3 ).value        
        dict1['phone'] = sheet.cell(n,6).value
        dict1['id'] = sheet.cell(n,5 ).value        
        dict1['婚姻'] = sheet.cell(n, 11).value
        dict1['unit'] = sheet.cell(n, 8).value         
        person[code] = dict1
        i+=1
filename = 'data/北海炼化2023.json'    
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

In [ ]:

import json
import openpyxl

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    person = json.load(fl)
i = len(person)+1
fl = 'data/北海炼化上岗体检人员名单 （2023年）.xlsx'
wb = openpyxl.load_workbook(fl)
sheet = wb.active
# sheets = wb.sheetnames


for n in range(5,sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = str(i)
        person.setdefault(code, {})
        dict1 = {}
        dict1['name'] = sheet.cell(n, 2).value
        dict1['sex'] = sheet.cell(n,3 ).value        
        dict1['phone'] = str(sheet.cell(n,7).value)
        dict1['id'] = sheet.cell(n,6 ).value
        
        dict1['有毒因素'] = sheet.cell(n, 11).value
        dict1['unit'] = '新上岗'
        dict1['工种'] = sheet.cell(n, 8).value
        dict1['防护措施'] = sheet.cell(n,13 ).value         
        person[code] = dict1
        i+=1
filename = 'data/北海炼化2023.json'    
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

人员信息汇总导出

In [ ]:

import json
import openpyxl

filename = 'data/北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
for k, v in dict1.items():
    list2 = []
    list2 = [str(k).rjust(4,'0'),v['name'],v['sex'],v['unit'],v['birth'],v['phone']]
    list1.append(list2)
filename = 'data/北海炼化人员信息（2023年）.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active

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

生成人员信息

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/北海炼化人员信息（2023年） (更新).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['sex'] = sheet.cell(n, 3).value
    dict1['unit'] = sheet.cell(n, 4).value
    dict1['birth'] = sheet.cell(n,5).value
    if sheet.cell(n,6).value is not None:
        dict1['phone'] = str(sheet.cell(n,6).value)    
    person[code] = dict1
filename = 'data/北海炼化2023年.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/北海炼化2023年.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_北海炼化.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/北海炼化2023年.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20231122.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"]}'
        re_ta[user]['rq'] = str(result[6]) 
        rq = date.fromisoformat(str(result[6]))
        birth = date.fromisoformat(dict1[user]['birth'])
        days =  (rq-birth).days          
        re_ta[user]['age'] = int(days/365)
        re_ta[user]['month'] = int(days/365*12)
        
        
print(len(re_ta))
filename = 'data/result_北海炼化2023.json'

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

统计所有部门未体测人员明细表

In [ ]:

import json
import openpyxl

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北海炼化2023年.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

list1 = []

i = 1
for k, v in dict2.items():
    
    if k not in dict1.keys():
        list2 = [i,k,v['name'],v['unit']]
        i+=1
        list1.append(list2)
filename = f'data/北海炼化未测试人员名单（截至20231111）.xlsx'
title = ['序号','员工编号','姓名','部门']
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 [ ]:

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

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/北海炼化2023年.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_20231127.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]]]
            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('/','-'))
        
        days =  (rq-birth).days          
        dict1[phone[item[2]]]['age'] = int(days/365)
        dict1[phone[item[2]]]['month'] = int(days/365*12)
filename = 'data/result_北海炼化2023.json'

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

In [ ]:

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

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/北海炼化2023年.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_20231114.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(0,44):
    psy.append(0)
for i in range(0,60):
    tcm.append(0)
for i in range(0,26):
    spine.append(0)
print(len(spine))

统计项目数

In [ ]:

import json
import csv
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']

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
list1 = []
for k,v in dict1.items():
    i = 0
    list2 = []
    for item in items:
        if item in v.keys():
            i+=1
    print(k)
    list2 = [k,v['name'],v['sex'],v['age'],v['unit'],v['phone'],i]
    if 'psy' in v.keys():
        list2.append(1)
    else:
        list2.append(0)
    if 'tcm' in v.keys():
        list2.append(1)
    else:
        list2.append(0)
    if 'spine' in v.keys():
        list2.append(1)
    else:
        list2.append(0)
    list1.append(list2)
filename = 'data/北海炼化员工测试项目情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active

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

统计手机号码不明确人员

In [ ]:

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

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/北海炼化2023年.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_20231119.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] not in phone.keys():
        print(item[2])

统计各部门测试情况

In [ ]:

import json

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北海炼化2023年.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

dict3 = {}
for k, v in dict2.items():
    unit = v['unit']
    #sub_unit = v['sub_unit']
    dict3.setdefault(unit,{})
    dict3[unit].setdefault('人数',0)
    #dict3[unit].setdefault(sub_unit,0)
    #dict3[unit][sub_unit] = dict3[unit][sub_unit] + 1
    dict3[unit]['人数'] = dict3[unit]['人数'] + 1

title =['单位','体测人数']
list1 = []
for k,v in dict1.items():    
    unit = v['unit']
    #sub_unit = v['sub_unit']
    #dict3[unit][sub_unit] = dict3[unit][sub_unit] - 1
    dict3[unit].setdefault('体测人数',0)
    dict3[unit]['体测人数'] = dict3[unit]['体测人数'] + 1
for k, v in dict3.items():
    list2 = [k,v['人数'],v['体测人数']]
    list1.append(list2)

filename = 'data/北海炼化部门测试情况.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

生成新格式测试成绩

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/北海炼化2023年.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20231122.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']
        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('/','-'))
        #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_北海炼化2023.json'

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

生成测试得分

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']
    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_北海炼化2023.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])}
            #print(k,v['name'])
            dict2[k][item_en]['score'] = cal_score(data1)
            #print(k,v[item_en]['成绩'],cal_score(data1))

filename = f'data/result_北海炼化2023.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')

生成体测成绩明细表

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','单位/部门','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/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = []
for k, v in dict1.items():    #print(k,dict2[str(k)]['name'])
    list2 = []
    list2.append(str(k).rjust(5,'0'))
    list2.append(dict1[k]['name'])    
    list2.append(dict1[k]['sex'])
    list2.append(dict1[k]['unit'])
    #list2.append(dict1[k]['phone'])
    i = 0
    if 'bmi' in dict1[k].keys():
        list2.append(dict1[k]['height']['成绩'])
        list2.append(dict1[k]['weight']['成绩'])
        list2.append(dict1[k]['bmi']['score'])
        i+=1
    else:
        list2.append('') 
        list2.append('') 
        list2.append('') 
           
        
    for item in items:
        if item in dict1[k].keys():
            list2.append(dict1[k][item]['成绩'])
            list2.append(dict1[k][item]['score']) 
            i+=1
        elif item =='name':
            list2.append(dict1[k][item])
        else:
            list2.append('') 
            list2.append('') 
    if i>2:
        list1.append(list2)
filename = 'data/北海炼化体测情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)
print('ok')

查询参加问卷未参加体测人员

In [ ]:

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

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/北海炼化2023年.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)

phone =  set()
phone1 =  set()
for k,v in dict3.items():
    phone.add(v['phone'])
for k,v in dict1.items():
    phone1.add(v['phone'])
list1 = []
filename = 'data/Survey_20231122.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 and item[2] not in phone1:
        print(item[2])

核对报告缺失情况

In [ ]:

import json
import csv
import glob
from pathlib import Path


filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

fi_path = '/home/songyi/pdf-typescript/北海炼化2023_1'
fls = glob.glob(f'{fi_path}/*.pdf')
list1 = []
for fl in fls:
    fn = Path(fl).stem.split('-')[0]
    list1.append(int(fn))
print(len(dict1))
for k ,v in dict1.items():
    if int(k) not in list1:
        print(k,v['name'])

报告按部门分类

In [ ]:

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

fi_path = '/home/songyi/pdf-typescript/134'
new_path = 'file/134'
old = []
dict2 = {}

filename = 'data/天津石化人员名单2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
fls = glob.glob(f'{fi_path}/*.pdf')
for fn in fls:
    fi_name =Path(fn).stem.split('-')[0]
    code = int(fi_name)
    unit_path = Path(new_path,dict1[str(code)]['unit'])
    unit_path.mkdir(parents = True, exist_ok = True)
    n_name = Path(unit_path,Path(fn).stem+'.pdf')
    if not os.path.exists(n_name):
        shutil.copyfile(fn,n_name)
        #print(n_name)

核对新部门分类人员

In [ ]:

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

filename = 'data/result_北海炼化2023.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 


wb = openpyxl.load_workbook('data/北海炼化新名单.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
list1 = []

for n in range(5, sheet.max_row+1):
    if sheet.cell(n,2).value is not None:
        list1.append(sheet.cell(n,2).value)
print(len(list1))  
i = 1
for k, v in dict1.items():
    name = v['name']
    if name not in list1:
        print(i,name)
        i+=1

北海体检情况汇总

In [ ]:

import openpyxl
import json

wb = openpyxl.load_workbook('data/北海体检报告数据整理2024.xlsx')
#sheet = wb.active
# sheets = wb.sheetnames
sheet = wb['Sheet3']
dict1 = {}
for n in range(2, sheet.max_row+1):
    if sheet.cell(n,2).value is None:
        break
    else:        
        code = sheet.cell(n, 2).value
        dict1.setdefault(code, {})        
        dict1[code]['name'] = sheet.cell(n, 3).value    
        
        dict1[code]['sex'] = sheet.cell(n, 4).value 
        dict1[code]['age'] = sheet.cell(n, 5).value 
        dict1[code].setdefault('bz',[]) 
        dict1[code]['bz'].append(sheet.cell(n, 7).value) 
        
filename = 'data/北海炼化2023年健康体检团体报告.json'
with open(filename, 'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print('ok')
list1 = []
for k, v in dict1.items():
    list2 = []
    mbz = set(v['bz'])
    list2.append(k)
    list2.append(v['name'])
    list2.append(v['sex'])
    list2.append(v['age'])
    list2.append(','.join(mbz))
    list1.append(list2)
title = ['体检编号','姓名','性别','年龄','体检症状']
filename = 'data/中国石化北海炼化有限责任公司2023年职业体检团体报告汇总统计表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

统计体检项目

In [ ]:

import openpyxl
import json

wb = openpyxl.load_workbook('data/北海体检报告数据整理2024.xlsx')
#sheet = wb.active
# sheets = wb.sheetnames
sheet = wb['原始']
xm = set()
list1 = []
for n in range(2, sheet.max_row+1):
    if sheet.cell(n,2).value is None:
        break
    else:        
        xm.add(sheet.cell(n, 6).value) 
for i, item in enumerate(xm):
    list1.append([i+1,item])
filename = 'data/中国石化北海炼化有限责任公司2023年体检指标统计表1.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
title = ['序号','项目名称']
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

2024年体质检测

体测人员导入

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/北海人员202410.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(3, sheet.max_row+1):
    if sheet.cell(n, 1).value is not None:
    #print(sheet.cell(n, 1).value)
        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'] = sheet.cell(n, 6).value
        dict1['phone'] = sheet.cell(n, 5).value
        dict1['birth'] = sheet.cell(n,4).value
        person[code] = dict1

filename = 'data/北海炼化人员2024.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/北海炼化人员2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
for k, v in dict1.items():
    dict2 = {}
    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/card_北海炼化人员2024.json", "w",encoding = 'utf-8') as file:
    file.write(json_data)   
print('ok')

获取人员测试成绩

In [35]:

import json
import datetime
import csv
from datetime import date


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

filename = 'data/marks_20241201.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']
        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_北海炼化2024.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))

导出测试人员信息

In [36]:

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_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北海炼化人员2024.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/北海炼化体测情况表2024.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

生成测试得分

In [37]:

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_北海炼化2024.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_北海炼化2024.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')

ok!

导入问卷

In [43]:

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

filename = 'data/result_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/北海炼化人员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_20241206.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]]]
            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('/','-'))
        
        days =  (rq-birth).days          
        dict1[phone[item[2]]]['age'] = int(days/365)
        dict1[phone[item[2]]]['month'] = int(days/365*12)
filename = 'data/result_北海炼化2024.json'

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

生成体测成绩明细表

In [47]:

import json
import openpyxl

items = ['lung','grip','flexion','jump','pushup','situp','balance','reaction','step']
bmi = ['height','weight']
title = ['编号','姓名','性别','单位/部门','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/result_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = []
for k, v in dict1.items():    #print(k,dict2[str(k)]['name'])
    list2 = []
    list2.append(str(k).rjust(5,'0'))
    list2.append(dict1[k]['name'])    
    list2.append(dict1[k]['sex'])
    list2.append(dict1[k]['unit'])
    i = 0
    if 'bmi' in dict1[k].keys():
        list2.append(dict1[k]['bmi']['成绩'].split(',')[0])
        list2.append(dict1[k]['bmi']['成绩'].split(',')[1])
        list2.append(dict1[k]['bmi']['score'])
        i+=1
    else:
        list2.append('') 
        list2.append('') 
        list2.append('') 
           
        
    for item in items:
        if item in dict1[k].keys():
            list2.append(dict1[k][item]['成绩'])
            list2.append(dict1[k][item]['score']) 
            i+=1
        elif item =='name':
            list2.append(dict1[k][item])
        else:
            list2.append('') 
            list2.append('') 
    if i>2:
        list1.append(list2)
filename = 'data/北海炼化体测情况明细表（2024年）.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)
print('ok')

ok

统计各部门测试情况

In [ ]:

import json

filename = 'data/result_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北海炼化人员2024.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

dict3 = {}
for k, v in dict2.items():
    unit = v['unit']
    #sub_unit = v['sub_unit']
    dict3.setdefault(unit,{})
    dict3[unit].setdefault('人数',0)
    #dict3[unit].setdefault(sub_unit,0)
    #dict3[unit][sub_unit] = dict3[unit][sub_unit] + 1
    dict3[unit]['人数'] = dict3[unit]['人数'] + 1

title =['单位','体测人数']
list1 = []
for k,v in dict1.items():    
    unit = v['unit']
    #sub_unit = v['sub_unit']
    #dict3[unit][sub_unit] = dict3[unit][sub_unit] - 1
    dict3[unit].setdefault('体测人数',0)
    dict3[unit]['体测人数'] = dict3[unit]['体测人数'] + 1
for k, v in dict3.items():
    list2 = [k,v['人数'],v['体测人数']]
    list1.append(list2)

filename = 'data/北海炼化部门测试情况2024.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

统计各部门未参加人员信息

In [ ]:

import json
import openpyxl

filename = 'data/result_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/北海炼化人员2024.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

list1 = []

i = 1
for k, v in dict2.items():
    
    if k not in dict1.keys():
        list2 = [i,k,v['name'],v['unit']]
        i+=1
        list1.append(list2)
filename = f'data/北海炼化未测试人员名单.xlsx'
title = ['序号','员工编号','姓名','部门']
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)    
wb.save(filename)

清理报告数据

In [39]:

import json
import openpyxl


filename = 'data/result_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

    
#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']
items = {}
items['lung'] = '肺活量'
items['grip'] ='握力'
items['flexion'] ='坐位体前屈'
items['jump'] ='纵跳'
items['pushup'] ='俯卧撑'
items['balance'] ='单脚站立'
items['reaction'] ='选择反应时'
items['step'] ='台阶指数'
items['situp'] ='一分钟仰卧起坐'
items['bmi'] ='BMI'


list1 = []

list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i=1
list2 = []
dict2 = {}
for  k, v in dict1.items():
    list1 = []
    mydata = {}
    
    id = str(k).rjust(5,"0")
    mydata['unit'] = v['unit']
    mydata['name'] = v['name']
    mydata['sex'] = v['sex']
    mydata['month'] = v['month']
    age = int(v['month']/12)
    if age <20:
        mydata['age'] = 20
    else:
        mydata['age'] = int(v['month']/12)
    
    mydata['fits'] = {}
    score = 0
    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'][items[item]] = {'mark':mark,'score':v[item]['score']}
            score = score + v[item]['score']
    mydata['score'] = round(score/len(mydata['fits']),2)
    if len(mydata['fits']) >2:
        dict2[str(k)] = mydata
filename = f'data/data_北海炼化2024.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print(len(dict2))
print('ok!')

738
ok!

In [58]:

import json
import openpyxl


filename = 'data/result_北海炼化2024.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list2 = []
for k,v in dict1.items():
    #list2 = []
    list2.append([k,v['name'],v['sex'],v['age'],v['unit']])
    
filename = 'data/北海人员基本情况2024.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active

for row in list2:
    sheet.append(row)
    
wb.save(filename)
print(len(dict1))
print('ok')

757
ok

In [ ]:

87 KiB Raw Blame History

2022年体质检测

人员基本信息导入

获取人员测试成绩

导出测试成绩

统计报告人员信息表

统计部门测试人员情况

导入2021年人员信息

核对2021体测人员

比照人员两年成绩

比照两年单项成绩

北海体检情况汇总

北海体检情况汇总(文本文件)

北海体检情况统计

北海体检情况分析

2023年体质检测

人员信息处理

人员信息汇总（批量人员）

检查身份证及手机号码唯一性

查找身份证号码

生成出生日期

人员信息汇总（单个文件）

人员信息汇总导出

生成人员信息

生成读卡系统文件

获取人员测试成绩

统计所有部门未体测人员明细表

导入问卷信息

统计项目数

统计手机号码不明确人员

统计各部门测试情况

生成新格式测试成绩

生成测试得分

生成体测成绩明细表

查询参加问卷未参加体测人员

核对报告缺失情况

报告按部门分类

核对新部门分类人员

北海体检情况汇总

统计体检项目

2024年体质检测

体测人员导入

生成读卡系统文件

获取人员测试成绩

导出测试人员信息

生成测试得分

导入问卷

生成体测成绩明细表

统计各部门测试情况

统计各部门未参加人员信息

清理报告数据

87 KiB

Raw Blame History