jupyter/体测单位/新疆油田采油工艺研究院.ipynb

体测人员导入

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import openpyxl
import json


wb = openpyxl.load_workbook('data/新疆油田采油工艺研究院.xlsx',data_only=True)
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
    if sheet.cell(n,4).value is not None:
        dict1['unit'] = sheet.cell(n, 4).value
    else:
        dict1['unit'] = ''
    dict1['birth'] = str(sheet.cell(n, 5).value).replace('/','-').split(' ')[0]
    dict1['phone'] = sheet.cell(n, 6).value 
    person[code] = dict1
filename = 'data/新疆油田采油工艺研究院.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print(len(person),'ok')

In [1]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/新疆油田采油工艺研究院-1.xlsx',data_only=True)
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
    if sheet.cell(n,4).value is not None:
        dict1['unit'] = sheet.cell(n, 4).value
    else:
        dict1['unit'] = ''
    dict1['birth'] = str(sheet.cell(n, 5).value).replace('/','-').split(' ')[0]
    dict1['phone'] = sheet.cell(n, 6).value 
    person[code] = dict1
filename = 'data/新疆油田采油工艺研究院-1.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print(len(person),'ok')

30 ok

获取人员测试成绩

In [2]:

import json
import datetime
import csv
from datetime import date
import my_module as My

filename = 'data/新疆油田采油工艺研究院-1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
filename = 'data/marks_20250813.csv'
re_ta = My.get_result(filename,dict1)


filename = 'data/result_新疆油田采油工艺研究院1.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))

25

In [ ]:

import json
import datetime
import csv
from datetime import date
import my_module as My

filename = 'data/新疆油田采油工艺研究院.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
filename = 'data/marks_20250727.csv'
re_ta = My.get_result(filename,dict1)


filename = 'data/result_新疆油田采油工艺研究院.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 [5]:

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_新疆油田采油工艺研究院1.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_新疆油田采油工艺研究院1-1.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        

ok!

导出测试人员信息

In [7]:

import json
import openpyxl

items = ['lung','grip','flexion','jump','pushup','situp','balance','reaction','step']
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_新疆油田采油工艺研究院1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/新疆油田采油工艺研究院-1.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/新疆油田采油工艺研究院测试情况明细表（第二批）.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

导出未体测人员

In [ ]:

import json
import openpyxl

items = ['lung','grip','flexion','jump','pushup','situp','balance','reaction','step']
title = ['编号','姓名','性别','单位','部门']

filename = 'data/result_新疆油田采油工艺研究院.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

filename = 'data/新疆油田采油工艺研究院.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl)
print(dict1.keys())    
list1 = []
for k, v in dict2.items():
    
    if k not in dict1.keys():
        
        list2 = []
        list2.append(str(k).rjust(5,'0'))
        list2.append(v['name'])    
        list2.append(dict2[k]['sex'])
        list2.append(dict2[k]['unit'])
        
        list1.append(list2)
print(list1)
filename = 'data/新疆油田采油工艺研究院未体测人员（截至20250725）.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

统计问卷人员情况

In [ ]:

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


filename = 'data/新疆油田采油工艺研究院.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

phone1 =  set()
phone2 = set()
for k,v in dict1.items():
    phone1.add(v['phone'])
list1 = []
filename = 'data/survey_records_20250725.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)

i =1
list2 = []
for item in list1:
    code = int(item[3])
    for k, v in dict1.items():
        list3 = []
        if v['phone'] == code:            
            list3.append(k)
            list3.append(v['name'])
            list3.append(v['sex'])
            list3.append(v['unit'])
            list3.append(code)
            list2.append(list3)
filename = 'data/新疆油田采油工艺研究院问卷情况表.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
#sheet.append(title)
for row in list2:
    sheet.append(row)
    
wb.save(filename)  

In [ ]:

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


filename = 'data/新疆油田采油工艺研究院.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

phone1 =  set()
phone2 = set()
for k,v in dict1.items():
    phone1.add(v['phone'])
list1 = []
filename = 'data/survey_records_20250725.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:
    code = int(item[3]) 
    content = json.loads(item[4])
    name = item[4]
    if code not in phone1:   
        print(code,content['name'])

导入问卷信息

In [ ]:

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

dict1 = {}

filename = 'data/result_新疆油田采油工艺研究院1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
filename = 'data/新疆油田采油工艺研究院-1.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_records_20250813.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)



nn = 0
for item in list1:
     
     if int(item[3]) in phone.keys():
        code = phone[int(item[3])]
        tcm = []
        spine = []
        for i in range(0,60):
            tcm.append(0)
        for i in range(0,26):
            spine.append(0)
       
        content = json.loads(item[4])
        if code not in dict1.keys():
            dict1[code] = dict3[code]
            rq = date.fromisoformat(item[5].replace('/','-').split(' ')[0])
            dict1[code]['rq'] = item[5].replace('/','-').split(' ')[0]
        for k, v in content.items():
            
            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 'tcm' in item[4]:
            
            dict1[code]['tcm'] = tcm
        if 'spine' in item[4]:
            for ii in range(25,23,-1):
                spine[ii] = spine[ii-1]
            spine[22] = 0 
            dict1[code]['spine'] = spine
        birth = date.fromisoformat(dict3[code]['birth'].replace('/','-'))
        rq = date.fromisoformat(item[5].replace('/','-').split(' ')[0])
        days =  (rq-birth).days          
        dict1[code]['age'] = int(days/365)
        dict1[code]['month'] = int(days/365*12)
        #print(phone[item[2]])
        nn+=1
filename = 'data/result_新疆油田采油工艺研究院1-1.json'

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

生成报告

In [6]:

import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_新疆油田采油工艺研究院1-1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./新疆油田采油工艺研究院1/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i=0
list2 = []
for  k, v in dict1.items():
    list1 = []
    mydata = {}
    
    id = str(k).rjust(4,"0")
    mydata['path'] = file_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '新疆油田采油工艺研究院'
    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','psy57','spine']
    for item in survey_list:
        if item in  v.keys():
            mydata.setdefault('surveys',{})
            mydata['surveys'][item] = v[item]
            
    
    #mydata['fits'] = {}
    for item in list_item:
        if item in v.keys():
            mydata.setdefault('fits',{})
            if item in ['lung','pushup','step','situp']:
                mark = v[item]['成绩'].split()[0].split('.')[0]
            else:
                mark = v[item]['成绩'].split()[0]
            mydata['fits'][item] = {'mark':mark,'score':v[item]['score']}
    #if len(mydata['fits']) >2 or len(mydata['surveys']) >0:
    if len(mydata['fits']) >2 :    
        list1.append(mydata)
        list2.append([k,v['name']])
        i+=1
        x = requests.post('http://localhost:3003', data = json.dumps(list1), headers=headers)
        #print(id,v['name'],x.text)
        #print(mydata)
        #x.close()
print(i)

25

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