jupyter/体测单位/安庆石化.ipynb

体质检测管理

体测人员导入

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/安庆石化2022.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    code = int(sheet.cell(n, 2).value)
    person.setdefault(code, {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 3).value
    dict1['sex'] = sheet.cell(n, 4).value
    dict1['unit'] = sheet.cell(n, 1).value
    dict1['id_num'] = sheet.cell(n,6).value
    person[code] = dict1
filename = 'data/安庆炼化人员名单2022.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

导出测试成绩

In [ ]:

import json
import openpyxl

items = ['身高','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','年龄','身高','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_2209.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = []
for k, v in dict1.items():
    list2 = []
    list2.append(k)
    list2.append(v['name'])
    if 'id' in v.keys():        
        age = v['id'][6:10]+'-'+v['id'][10:12]+'-'+v['id'][12:14]
    else:
        age = v['birth']
    list2.append(age)
    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/2022年安庆得分情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

In [ ]:

import json
import openpyxl

items = ['身高','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','身高','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_2209.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = []
for k, v in dict1.items():
    list2 = []
    list2.append(k)
    list2.append(v['name'])
    
    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/2022年安庆得分情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

体测数据检查

数据项目校验

In [ ]:

import json
import operator

filename = 'data/安庆炼化人员名单2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = dict1.keys()
m_items = ['身高','体重','肺活量','握力','坐位体前屈','纵跳','俯卧撑','单脚站立','选择反应时','台阶指数']
f_items = ['身高','体重','肺活量','握力','坐位体前屈','纵跳','一分钟仰卧起坐','单脚站立','选择反应时','台阶指数']

filename = 'data/result_2209.json'
dict3 = {}
with open(filename,'r') as fl:
    dict2 = json.load(fl)

for k, v in dict1.items():
    dict3[k] = v['sex']

for k, v in dict2.items():
    list1 = []
    list1 = list(v.keys()) 
    if dict3[k] == '男' and '一分钟仰卧起坐' in list1:
        print(k,v['name'],'一分钟仰卧起坐 不应出现')
    if dict3[k] == '女' and '俯卧撑' in list1:
        print(k,v['name'],'俯卧撑 不应出现')
    
    

当日测试人员校验

In [ ]:

import json

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
for k,v in dict1.items():
    item[k] = v
    
filename = 'data/136_220927.csv'
list1 = []
re_ta = {}
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[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]
#print(re_ta)

filename = 'data/result_2209.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)

for k, v in re_ta.items():
    if k in dict2.keys():
        print(k,v['name'],'该人员已经测试！')

新增人员

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/安庆新增人员220926.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
i = 0
person = {}
dict2 = {}
for n in range(2, sheet.max_row+1):    
    if sheet.cell(n,2).value is None:
        break
    else:        
        code = int(sheet.cell(n, 2).value)
        person.setdefault(code, {})
        dict1 = {}
        xb = str(sheet.cell(n, 4).value)
        if xb == '1':
            sex = '男'
        elif xb =='2':
            sex = '女'
        dict1['name'] = sheet.cell(n, 3).value
        dict1['sex'] = sex
        dict1['unit'] = sheet.cell(n, 1).value
        dict1['id_num'] = sheet.cell(n,6).value
        person[code] = dict1
filename = 'data/安庆炼化人员名单2022.json'
with open(filename, 'r') as fl:
    dict2 = json.load(fl)
for k, v in person.items():
    if k in dict2.keys():
        print('该编号人员已存在！')
    else:
        dict2[k] = v
        i +=1
if i >1:
    with open(filename, 'w') as fl:
        json.dump(dict2, fl, ensure_ascii=False)
    print('ok')
else:
    print('无新增人员！')

修改人员部门

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/2022年安庆石化体测数据调整情况0921.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
data1 =list(sheet.values)
del data1[:2]

filename = 'data/安庆炼化人员名单2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

for item in data1:
    if str(item[0]) in dict1.keys():
        dict1[str(item[0])]['unit'] = item[4]
        print(item[0],item[1],'已修改')
    else:
        print(item[0],item[1],'不存在！')
with open(filename, 'w') as fl:
    json.dump(dict1, 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/136_2209.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_2209.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl) 
print('ok')

比照往年年度人员信息

In [ ]:

import json
import openpyxl

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

filename = 'data/安庆炼化人员名单2022.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)

dict2 = {}
for k, v in dict3.items():
    dict2[v['id_num']] = [v['name'],k,v['unit'],v['sex']]

dict3 = {}
for k, v in dict1.items():
    if 'id' in v.keys():
        if v['id'] in dict2.keys():
            v['old_code'] = int(k)
            code = int(dict2[v['id']][1])
            dict3.setdefault(code, {})
            dict3[code] = v 
filename = 'data/安庆2021.json'
with open(filename,'w') as fl:
    json.dump(dict3, fl,ensure_ascii=False) 
print('ok')

In [ ]:

import json
import openpyxl

filename = 'data/result_安庆.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
dict2 = {}
filename = 'data/安庆石化2022.xlsx'
wb = openpyxl.load_workbook(filename)
sheet = wb.active
data1 =list(sheet.values)
del data1[0]
for item in data1:
    id = item[5]
    dict2[id] = [item[2],item[1],item[0],item[3],item[4]]
#print(dict2)
dict3 = {}
for k, v in dict1.items():
    if 'id' in v.keys():
        if v['id'] in dict2.keys():
            v['old_code'] = int(k)
            code = int(dict2[v['id']][1])
            dict3.setdefault(code, {})
            dict3[code] = v 
filename = 'data/安庆2021.json'
with open(filename,'w') as fl:
    json.dump(dict3, fl,ensure_ascii=False) 
print('ok')

比照人员两年成绩

比照两年全部成绩

In [ ]:

import json
import openpyxl

filename = 'data/安庆2021.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = dict1.keys()
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','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','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_2209.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']) 
            
            else:
                list2.append('')
            # 获取2021年成绩
            if item in dict1[k].keys():
                list3.append(dict1[k][item]['成绩'])             
            else:
                list3.append('')
        for cj in list3:
            list2.append(cj)            
        list4.append(list2)
filename = 'data/安庆石化成绩对照220921.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list4:
    sheet.append(row)
    
wb.save(filename)       

比照两年单项成绩

In [ ]:

import json
import openpyxl

filename = 'data/安庆2021.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

list1 = dict1.keys()
items = ['身高','体重']
title = ['编号','姓名','部门','22年身高','22年体重','21年身高','21年体重','身高差','体重差']
filename = 'data/result_2209.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 item in dict1[k].keys():
                list3.append(dict1[k][item]['成绩'])             
            else:
                list3.append('')
        for cj in list3:
            if cj != '':
                list2.append(cj.split()[0])            
        
        list4.append(list2)
filename = 'data/安庆石化成绩对照220927.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list4:
    sheet.append(row)
    
wb.save(filename)       

调整人员部门

In [ ]:

import json
import openpyxl


filename = '../data/安庆石化部门调整.xlsx'
wb = openpyxl.load_workbook(filename)
sheet = wb.active
data1 =list(sheet.values)
del data1[:2]
filename = '../data/安庆炼化人员名单2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
i = 1
for item in data1:
    code = str(item[0])
    name = item[1]
    unit = item[4]
    if dict1[code]['name'] == name:
        #print(i,name,unit)
        dict1[code]['unit'] = unit
with open(filename,'w') as fl:
    json.dump(dict1, fl,ensure_ascii=False) 
print('ok')        
    

删除人员

In [ ]:

import json

filename = '../data/安庆炼化人员名单2022.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = [4129,4165]
for item in list1:
    if str(item) in dict1.keys():
        del dict1[str(item)] 
        print(item,'已删除！')
with open(filename,'w') as fl:
    json.dump(dict1, fl,ensure_ascii=False) 
print('ok')        

体测报告分组

In [ ]:

import os,sys,shutil
import json
import math

fi_xls = '../file/安庆石化2022.xlsx'
fi_name = {}
fi_path = '../file/220930'
old = []
new = []
dict1 = {}
depart = set()

filename = '../data/安庆炼化人员名单2022.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
for k, v in dict2.items():
    depart.add(v['unit'])    
    dict1[int(k)] = [v['name'],v['unit']]
    
# 创建部门办公室    


m_path = '../file/220930/new'
for pn in depart:
    if not os.path.exists(m_path + '/' + pn):
        os.mkdir(m_path + '/' + pn)
#print(dict1)


fl=os.listdir(fi_path)
for fn in fl:
    if os.path.isfile(fi_path + '/' + fn):
        ofn = int(fn.split('.')[0])
        old.append(ofn)
    #print(fn)
old.sort()
    #print(str(nfn)+'.pdf')

for n in old:
    
    o_name = f'{fi_path}/{n}.pdf'
    n_name = f'{fi_path}/new/{dict1[n][1]}/{str(n).rjust(5,"0")}-{dict1[n][0]}.pdf'
    if not os.path.exists(n_name):
        shutil.copyfile(o_name,n_name)
        print(n_name)

体检报告数据管理

从excel表导入数据

In [ ]:

import os
import openpyxl
import json

fi_path = 'data/安庆/'
sheet_list = ['一览表', 'Ⅱ级高血压、Ⅲ级高血压', '心电图异常']
dict1 = {}
fl=glob.glob(f'{fi_path}*.xlsx')
for fn in fl:
    print(fn)    
    wb = openpyxl.load_workbook(fn)
    wb_name = os.path.basename(fn).split('.')[0]
    dict1.setdefault(wb_name,{})
    for sheet in wb.sheetnames:
        ws = wb[sheet]
        if sheet == '一览表':
            dict1[wb_name].setdefault(sheet,{})
            for n in range(2,ws.max_row+1):
                dict2 = {}
                m_name = ws.cell(n,4).value
                dict1[wb_name][sheet].setdefault(m_name,{})
                dict2['部门'] = ws.cell(n,2).value
                dict2['工号'] = ws.cell(n,3).value
                dict2['性别'] = ws.cell(n,5).value
                dict2['年龄'] = ws.cell(n,6).value
                dict2['接害工龄'] = ws.cell(n,7).value
                dict2['工种'] = ws.cell(n,8).value
                dict2['危害因素'] = ws.cell(n,9).value
                dict2['在岗类型'] = ws.cell(n,10).value
                dict2['体检结果'] = ws.cell(n,11).value
                dict2['检查结果'] = ws.cell(n,12).value
                dict1[wb_name][sheet][m_name] = dict2
                
        if sheet == 'Ⅱ级高血压、Ⅲ级高血压':
            dict1[wb_name].setdefault(sheet,{})
            for n in range(2,ws.max_row+1):
                dict2 = {}
                m_name = ws.cell(n,4).value
                dict1[wb_name][sheet].setdefault(m_name,{})
                dict2['工号'] = ws.cell(n,3).value
                dict2['性别'] = ws.cell(n,5).value
                dict2['年龄'] = ws.cell(n,6).value
                dict2['接害工龄'] = ws.cell(n,7).value                
                dict2['总结'] = ws.cell(n,11).value
                dict2['诊断'] = ws.cell(n,12).value
                dict1[wb_name][sheet][m_name] = dict2
                
        if sheet == '心电图异常':
            dict1[wb_name].setdefault(sheet,{})
            for n in range(2,ws.max_row+1):
                dict2 = {}
                m_name = ws.cell(n,4).value
                dict1[wb_name][sheet].setdefault(m_name,{})
                dict2['工号'] = ws.cell(n,3).value
                dict2['性别'] = ws.cell(n,5).value
                dict2['年龄'] = ws.cell(n,6).value
                dict2['接害工龄'] = ws.cell(n,7).value                
                dict2['总结'] = ws.cell(n,11).value
                dict2['诊断'] = ws.cell(n,12).value
                dict2['备注'] = ws.cell(n,14).value
                dict1[wb_name][sheet][m_name] = dict2
    
    wb.close()
with open('data/安庆体检报告.json','w') as fl:
    json.dump(dict1,fl)      

体检结果分解

In [ ]:

import json
import re
with open('data/安庆体检报告.json','r') as fl:
    dict1 = json.load(fl)      

mo1 = r'[一二三四五六七八九十]、'
list_ks = set()
#dict2 = dict1['丙烯腈装置']['一览表']
#print(dict2)
for k, v in dict1.items():
    print(k)
    for k1, v1 in v['一览表'].items():
        if v1['体检结果']:
            ss = v1['体检结果']
        
            list1 = re.split(mo1,ss)
            if '' in list1:
                list1.remove('')
            for item in list1:
                list_ks.add(item.split('_x000D_')[0])
        
print(list_ks)
    

In [ ]:

import json
import re
with open('data/安庆体检报告.json','r') as fl:
    dict1 = json.load(fl)      

mo1 = r'[一二三四五六七八九十]、'
list_ks = set()
dict2 = dict1['丙烯腈装置']['一览表']
dict3 = {}
i = 1
#print(dict2)
for k, v in dict2.items():
    dict3.setdefault(i,{})
    ss = v['体检结果']
    list1 = re.split(mo1,ss)
    list1.remove('')
    for item in list1:
        list2 = item.split('_x000D_')
        if '' in list2:
            list2.remove('')
        list_ks.add(list2[0])
        dict3[i][item.split('_x000D_')[0]] =list2[1:]
    i+=1
print(list_ks)
#print(dict3)
for k, v in dict3.items():
    for k1, v1 in v.items():
        if k1 =='检验科':
            for item in v1:
                if '【' in item:
                    v1.remove(item)
            print(v1)
        if k1 =='彩超检查室':
            for item in v1:
                if '【' in item:
                    v1.remove(item)
            #print(v1)
        if k1 =='心电图检查室':
            for item in v1:
                if '【' in item:
                    v1.remove(item)
            #print(v1)
        if k1 =='肺功能检查室':
            for item in v1:
                if '【' in item:
                    v1.remove(item)
            #print(v1)
        if k1 =='碳14尿素':
            for item in v1:
                if '【' in item:
                    v1.remove(item)
            #print(v1)

病症统计（Ⅱ级高血压、Ⅲ级高血压、心电图异常）

In [ ]:

import json
import re
with open('data/安庆体检报告.json','r') as fl:
    dict1 = json.load(fl) 
dict3 = {}
for k, v in dict1.items():
    bm = k
    dict2 = {}
    if 'Ⅱ级高血压、Ⅲ级高血压' in v.keys():
        for k1, v1 in v['Ⅱ级高血压、Ⅲ级高血压'].items():
            mbz = 'Ⅱ级高血压、Ⅲ级高血压'
            dict2.setdefault(k1,{})
            dict2[k1]['工号'] = v1['工号']
            dict2[k1]['性别'] = v1['性别']
            dict2[k1]['年龄'] = v1['年龄']
            dict2[k1]['接害工龄'] = v1['接害工龄']
            dict2[k1].setdefault(mbz,{})
            dict2[k1][mbz]['总结'] = v1['总结']
            dict2[k1][mbz]['诊断'] = v1['诊断']
    if '心电图异常' in v.keys():
        for k1, v1 in v['心电图异常'].items():
            mbz = '心电图异常'
            dict2.setdefault(k1,{})
            dict2[k1]['工号'] = v1['工号']
            dict2[k1]['性别'] = v1['性别']
            dict2[k1]['年龄'] = v1['年龄']
            dict2[k1]['接害工龄'] = v1['接害工龄']
            dict2[k1].setdefault(mbz,{})
            dict2[k1][mbz]['总结'] = v1['总结']
            dict2[k1][mbz]['诊断'] = v1['诊断']
            if '备注' in v1.keys():
                dict2[k1][mbz]['备注'] = v1['备注']
    if len(dict2) >0:
        dict3[k] = dict2
with open('data/安庆体检报告_人员整理.json','w') as fl:
    json.dump(dict3,fl)    
    

病症筛选（Ⅱ级高血压、Ⅲ级高血压、心电图异常）

In [ ]:

import json
import re
with open('data/安庆体检报告_人员整理.json','r') as fl:
    dict1 = json.load(fl) 
mo1 = r'心电图结论:(.*?)_x000D_'
mo =r'血压:(.*?)_x000D_'
mo2 = '(.?)级高血压'
dict2 = {}

for k,  v in dict1.items():
    bm = k
    dict2.setdefault(bm,{})
    for k1, v1 in v.items():
        dict2[bm].setdefault(k1,{})
        dict2[bm][k1]['工号'] = v1['工号']
        dict2[bm][k1]['性别'] = v1['性别']
        if 'Ⅱ级高血压、Ⅲ级高血压' in v1.keys():
            
            s = v1['Ⅱ级高血压、Ⅲ级高血压']['诊断']
            if '级高血压' in s:
                list2 = re.search( mo2, s)
                dict2[bm][k1]['高血压'] = [list2.group(1)]
            ss = v1['Ⅱ级高血压、Ⅲ级高血压']['总结']
            if '血压:' in ss:
                list1 = re.search( mo, ss)
                dict2[bm][k1]['高血压'].append(list1.group(1))
            else:
                dict2[bm][k1]['高血压'].append('无血压数据')
        if '心电图异常' in v1.keys():
            dict2[bm][k1].setdefault('心电图',[])
            ss = v1['心电图异常']['总结']
            if '心电图结论:' in ss:
                list1 = re.search( mo1, ss)
                dict2[bm][k1]['心电图'] = [list1.group(1)]
                #print(k,k1,list1.group(1),list2.group(1))
            else:
                dict2[bm][k1]['心电图'].append(v1['心电图异常']['备注'])
print(len(dict2))
with open('data/安庆体检报告_人员统计.json','w') as fl:
    json.dump(dict2,fl)    

病症导出至Excel

In [ ]:

import openpyxl
import json

list1 = []
with open('data/安庆体检报告_人员统计.json','r') as fl:
    dict1 = json.load(fl) 
for k, v in dict1.items():
    bm =k
    for k1, v1 in v.items():
        #print(bm,k1)
        list2 = []
        xm = k1
        if '工号' in v1.keys():
            gh = v1['工号']
        else:
            gh = ''
        sex = v1['性别']
        if '高血压' in v1.keys():
            lx = v1['高血压'][0]+'级高血压'
            xyz = v1['高血压'][1]
        else:
            lx = ''
            xyz = ''
        if '心电图' in v1.keys():
            xdt = v1['心电图'][0]
        else:
            xdt = ''
        list2 = [bm,xm,gh,sex,lx,xyz,xdt]
        list1.append(list2)
#print(list1) 

filename = 'data/安庆体检情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
title = ['部门','员工姓名','工号','性别','高血压级别','血压值','心电图异常情况']
sheet.append(title)
for row in list1:
    sheet.append(row)


wb.save(filename)

In [ ]:

import json
filename = 'data/安庆2021.json'
item = {}
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

print(len(dict1))

体质问卷管理

问卷人员导入

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/2023年安庆石化职工健康提升项目志愿者花名册（修订）.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(4, sheet.max_row+1):
    code = sheet.cell(n, 1).value
    person.setdefault(code, {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 3).value
    dict1['sex'] = sheet.cell(n, 4).value
    dict1['unit'] = sheet.cell(n, 2).value
    dict1['age'] = sheet.cell(n, 6).value
    if sheet.cell(n,5).value is not None:
        dict1['phone'] = str(sheet.cell(n,5).value)    
    person[code] = dict1
filename = 'data/安庆职工健康提升志愿者.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print('ok')

导入问卷内容

In [ ]:

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

dict1 = {}

filename = 'data/安庆职工健康提升志愿者.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)


list1 = []
filename = 'data/Survey_20240117.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:
    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():
        if phone ==v1['phone']:   
            content = json.loads(item[5])
            if 'tcm' in item[1] or 'spine' in item[1]:
                del content['gender']
            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 item[1]:                    
                    i = int(k[1:])
                    psy[i-1] = int(v)
                if 'tcm' in item[1]:                    
                    i = int(k[1:])
                    tcm[i-1] = int(v)
                if 'spine' in item[1]:
                    i = int(k[1:])
                    spine[i-1] = int(v)
            if 'psy' in item[1]:
                #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[1]:
                if tcm[40] ==0:
                    tcm[40] =1
                dict1[k1]['tcm'] = tcm
            if 'spine' in item[1]:
                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_安庆志愿者.json'

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

导出问卷人员信息

In [ ]:

import json
import csv
import openpyxl

filename = 'data/安庆职工健康提升志愿者.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

wj = {'psy_0556_sh':'心理问卷','tcm_0556_sh':'中医问卷','spine_0556_sh':'脊柱问卷'}
wj_dm = {'psy_0556_sh':0,'tcm_0556_sh':1,'spine_0556_sh':2}
list1 = []
re_ta = {}
filename = 'data/Survey_20240117.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:
    item = str(result[1])
    re_ta.setdefault(item,[])
    re_ta[item].append(result[2])
print(len(re_ta))

tj = {}
for k ,v in dict1.items():
    if 'phone' in v.keys():
        phone = v['phone']
        tj.setdefault(k, [0,0,0])
        for k1,v1 in re_ta.items():
            if phone in v1:
                tj[k][wj_dm[k1]] = 1
list1 = []
for k, v in tj.items():
    list2 = []
    list2.append(k)
    list2.append(dict1[k]['name'])
    list2.append(dict1[k]['phone'])
    for item in v:
        list2.append(item)
    list1.append(list2)
        
filename = 'data/安庆职工健康提升问卷情况表20240108.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
title = ['编号','员工姓名','手机号码','心理','中医','脊柱']
sheet.append(title)
for row in list1:
    sheet.append(row)
wb.save(filename)    
    

导统计问卷新增手机号码

In [ ]:

import json
import csv
import openpyxl

filename = 'data/安庆职工健康提升志愿者.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'])

filename = 'data/Survey_20240108.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:
    if result[2] not in phone:
        phone1.add(result[2])
for item in phone1:
    print(item)

In [ ]:

import json
import csv
import openpyxl

filename = 'data/安庆职工健康提升志愿者.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

phone =  set()
phone1 = set()
for k,v in dict1.items():
    phone.add(v['phone'])

filename = 'data/Survey_20231018.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:
    if result[2] not in phone:
        phone1.add(result[2])
for item in phone1:
    print(item)

生成报告

In [31]:

import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_安庆志愿者.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
fiie_path ='./安庆职工健康提升/'
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'] = fiie_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '中国石化安庆石化公司'
    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'] = {}
    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'] = {}
    
    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)

98

报告添加水印

In [35]:

import os,sys,shutil
import json
import glob
from pathlib import Path
import PyPDF2
import openpyxl

pdfWriter = PyPDF2.PdfWriter() 

fi_path = '/home/songyi/pdf-typescript/安庆职工健康提升'
new_path = 'file/安庆健康志愿者'

dict1 ={}
wb = openpyxl.load_workbook('data/安庆健康志愿者分组情况表.xlsx')
sheet = wb.active
# sheets = wb.sheetnames

for n in range(2, sheet.max_row+1):
    code = str(sheet.cell(n, 1).value)
    dict1[code] =  sheet.cell(n, 3).value
   
    


fls = glob.glob(f'{fi_path}/*.pdf')
for fn in fls:
    reader = PyPDF2.PdfReader(fn)
    writer = PyPDF2.PdfWriter()
    num = len(reader.pages)
    code =str(int(Path(fn).stem.split('-')[0]))
    if code in dict1.keys():
        sy_fn = 'data/water/'+dict1[code]+'.pdf'
        water = PyPDF2.PdfReader(sy_fn).pages[0]
        for i in range(num):
            page = reader.pages[i]
            if i == num -1:
                page.merge_page(water)
            writer.add_page(page)
        with open(f'file/安庆健康志愿者/{Path(fn).stem}.pdf', 'wb') as target_file:
            writer.write(target_file)
    
print('ok!')    

ok!

In [33]:

import os,sys,shutil
import json
import glob
from pathlib import Path
import PyPDF2
import openpyxl

pdfWriter = PyPDF2.PdfWriter() 

fi_path = '/home/songyi/python/mycrm/flask/pdf/files/309118_1'
new_path = 'file/309118_sy'

dict1 ={}
wb = openpyxl.load_workbook('data/安庆健康志愿者分组情况表.xlsx')
sheet = wb.active
# sheets = wb.sheetnames

for n in range(2, sheet.max_row+1):
    code = str(sheet.cell(n, 1).value).rjust(4,"0")
    dict1[code] =  sheet.cell(n, 3).value
print(dict1)

{'0016': '平和', '0017': '平和', '0047': '平和', '0072': '平和', '0080': '平和', '0099': '平和', '0019': '气虚', '0021': '气虚', '0025': '气虚', '0039': '气虚', '0044': '气虚', '0046': '气虚', '0051': '气虚', '0053': '气虚', '0064': '气虚', '0066': '气虚', '0068': '气虚', '0069': '气虚', '0074': '气虚', '0084': '气虚', '0036': '气郁', '0048': '气郁', '0050': '气郁', '0056': '气郁', '0062': '气郁', '0065': '气郁', '0070': '气郁', '0073': '气郁', '0097': '气郁', '0001': '湿热', '0008': '湿热', '0011': '湿热', '0014': '湿热', '0038': '湿热', '0057': '湿热', '0058': '湿热', '0090': '湿热', '0093': '湿热', '0095': '湿热', '0100': '湿热', '0009': '痰湿', '0012': '痰湿', '0015': '痰湿', '0020': '痰湿', '0026': '痰湿', '0030': '痰湿', '0041': '痰湿', '0077': '痰湿', '0079': '痰湿', '0083': '痰湿', '0085': '痰湿', '0089': '痰湿', '0094': '痰湿', '0101': '痰湿', '0010': '特禀', '0023': '特禀', '0055': '特禀', '0013': '特禀', '0022': '特禀', '0035': '特禀', '0049': '特禀', '0081': '特禀', '0082': '特禀', '0004': '阳虚', '0005': '阳虚', '0006': '阳虚', '0018': '阳虚', '0028': '阳虚', '0029': '阳虚', '0032': '阳虚', '0033': '阳虚', '0034': '阳虚', '0037': '阳虚', '0040': '阳虚', '0045': '阳虚', '0052': '阳虚', '0054': '阳虚', '0059': '阳虚', '0060': '阳虚', '0061': '阳虚', '0063': '阳虚', '0071': '阳虚', '0075': '阳虚', '0076': '阳虚', '0086': '阳虚', '0091': '阳虚', '0092': '阳虚', '0096': '阳虚', '0002': '阴虚', '0003': '阴虚', '0007': '阴虚', '0027': '阴虚', '0031': '阴虚', '0042': '阴虚', '0078': '阴虚', '0088': '阴虚'}

In [ ]: