jupyter/体测单位/新疆油田采油工艺研究院.ipynb

体测人员导入

In [ ]:

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 [ ]:

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')

体测人员导入（2025年11月）

In [ ]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/采油院11月份测试名单.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, 2).value)
    person.setdefault(str(code), {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 1).value
    dict1['sex'] = sheet.cell(n, 4).value
    if sheet.cell(n,8).value is not None:
        dict1['unit'] = sheet.cell(n, 8).value
    else:
        dict1['unit'] = ''
    dict1['birth'] = str(sheet.cell(n, 5).value).replace('/','-').split(' ')[0]
    dict1['phone'] = sheet.cell(n,7).value 
    person[code] = dict1
filename = 'data/新疆油田采油工艺研究院-202511.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print(len(person),'ok')

体测人员导入（乒乓球高阶培训班）

In [32]:

import openpyxl
import json


wb = openpyxl.load_workbook('data/新疆油田乒乓球高阶培训班成员名单.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(str(code), {})
    dict1 = {}
    dict1['name'] = sheet.cell(n, 3).value
    dict1['sex'] = sheet.cell(n, 4).value
    if sheet.cell(n,2).value is not None:
        dict1['unit'] = sheet.cell(n, 2).value
    else:
        dict1['unit'] = ''
    dict1['birth'] = str(sheet.cell(n, 7).value).replace('/','-').split(' ')[0]
    dict1['phone'] = sheet.cell(n,6).value 
    dict1['age'] = int(sheet.cell(n,5).value) 
    dict1['month'] = int(sheet.cell(n,5).value)*12
    person[code] = dict1
filename = 'data/新疆油田乒乓球高阶培训班.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False)
print(len(person),'ok')

48 ok

获取人员测试成绩

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-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))

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))

In [37]:

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

filename = 'data/新疆油田乒乓球高阶培训班.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
filename = 'data/marks_20251222.csv'
re_ta = My.get_result(filename,dict1)


filename = 'data/result_新疆油田乒乓球高阶培训班.json'
with open(filename,'w') as fl:
    json.dump(re_ta, fl, ensure_ascii=False) 
print(len(re_ta))

24

获取人员测试成绩（202511）

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-202511.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 
filename = 'data/marks_20251203.csv'
re_ta = My.get_result(filename,dict1)


filename = 'data/result_新疆油田采油工艺研究院2511.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 [40]:

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_新疆油田乒乓球高阶培训班.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_新疆油田乒乓球高阶培训班.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        

ok!

In [ ]:

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2511.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2511.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')        

导出测试人员信息

In [ ]:

import json
import openpyxl

items = ['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)

统计体测日期

In [26]:

import json

filename = 'data/result_南京化工-1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
for k,v in dict1.items():
    if 'rq' in v.keys():
        list1.append(v['rq'])
print(min(list1),max(list1))

2025-06-27 2025-07-02

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_20251214.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)

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
print(phone)
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:
    content = json.loads(item[4])
    print(content)
    if 'phone' in content.keys() and int(content['phone']) in phone.keys():
        code = phone[int(content['phone'])]    
        print(code)
        tcm = []
        spine = []
        for i in range(0,60):
            tcm.append(0)
        for i in range(0,26):
            spine.append(0)
       
        
        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)

导入问卷信息(202511)

In [ ]:

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

list1 = []
filename = 'data/sql_20251203.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)
filename = 'data/新疆油田采油工艺研究院-202511.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)
filename = 'data/result_新疆油田采油工艺研究院2511.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
phone =  {}
for k,v in dict3.items():
    if 'phone' in v.keys():
        phone[str(v['phone'])] = k



nn = 0
for item in list1:
    dict2 = {}
    
    phone_num = str(item[0])[2:]
    if phone_num in phone:
        content = json.loads(json.loads(item[1]))
        tcm = []
        spine = []
        for i in range(0,60):
            tcm.append(0)
        for i in range(0,26):
            spine.append(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:])
                if i<23:
                    spine[i-1] = int(v)
                else:
                    spine[i] = int(v)
           
        code = phone[phone_num]
        if code in dict3.keys():        
            dict1[code]['tcm'] = tcm   
            dict1[code]['spine'] = spine

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

导入问卷信息(乒乓球高阶培训班)

In [41]:

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

list1 = []
filename = 'data/sql_20251222-1.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)
filename = 'data/新疆油田乒乓球高阶培训班.json'
with open(filename,'r') as fl:
    dict3 = json.load(fl)
filename = 'data/result_新疆油田乒乓球高阶培训班.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
phone =  {}
for k,v in dict3.items():
    if 'phone' in v.keys():
        phone[str(v['phone'])] = k



nn = 0
for item in list1:
    dict2 = {}
    
    phone_num = str(item[0])[2:]
    if phone_num in phone:
        content = json.loads(json.loads(item[1]))
        tcm = []
        spine = []
        psy = []
        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 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:])
                if i<23:
                    spine[i-1] = int(v)
                else:
                    spine[i] = int(v)
        for i in range(26,40):
            new_valve = 1+psy[i]
            psy[i] = new_valve 
        code = phone[phone_num]
        if code in dict3.keys():        
            dict1[code]['tcm'] = tcm   
            dict1[code]['spine'] = spine
            dict1[code]['psy'] = psy
filename = 'data/result_新疆油田乒乓球高阶培训班.json'
with open(filename,'w') as fl:
    json.dump(dict1, fl, ensure_ascii=False)
print(len(dict1))

24

生成报告

In [ ]:

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)

In [ ]:

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2511.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2511/'
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)

In [ ]:

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2511.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

file_path ='./新疆油田采油工艺研究院2511/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i=0
list2 = ['185','186','187','188','189','190','191','192','193','194','195','196','197','198']
for  k, v in dict1.items():
    if k in list2:
        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)
            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)

In [42]:

import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_新疆油田乒乓球高阶培训班.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)

file_path ='./新疆油田乒乓球高阶培训班/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
i=0
#list2 = ['185','186','187','188','189','190','191','192','193','194','195','196','197','198']
for  k, v in dict1.items():
    
    list1 = []
    mydata = {}
    
    id = str(k).rjust(4,"0")
    mydata['path'] = file_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '新疆油田乒乓球高阶培训班'
    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'] = {}
    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)
        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)

24

问卷信息统计

In [ ]:

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


dict1 = {}
list1 = []
filename = 'data/sql_20251106.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:
    dict2 = {}
    
    phone = str(item[0])[2:]
    content = json.loads(json.loads(item[1]))
    tcm = []
    for i in range(0,60):
        tcm.append(0)
    for k, v in content.items():           
        if 'tcm' not in k:
            dict2[k] = v
        else:
            i = int(k[3:])
            tcm[i-1] = int(v)
    
    code = phone
    dict1.setdefault(code,{})
    dict1[code]['name'] = content['name']
    if content['gender'] == 'male':
        dict1[code]['sex'] = '男'
    else:
        dict1[code]['sex'] = '女'
    dict1[code]['birth'] = str(content['birth'])
    dict1[code]['unit'] = '采油工艺研究院'
    #dict1[code]['phone'] = phone
    #dict1[code]['weight'] = dict2['weight']
    #dict1[code]['waist'] = dict2['waist']
    #dict1[code]['hip'] = dict2['hip']
    dict1[code]['tcm'] = tcm
list1 = []
for k, v in dict1.items():
    list2 = [k,v['name'],v['sex'],v['birth']]
    list1.append(list2)
title =['手机号码','姓名','性别','出生年月']
filename = 'data/采油工艺研究院问卷人员（截至20251105）.xlsx'
wb = openpyxl.Workbook()
sheet = wb.active
sheet.append(title)
for row in list1:
    sheet.append(row)
    
wb.save(filename)

In [ ]:

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


dict1 = {}
list1 = []
filename = 'data/sql_20251106.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:
    dict2 = {}
    
    phone = str(item[0])[2:]
    content = json.loads(json.loads(item[1]))
    tcm = []
    spine = []
    for i in range(0,60):
        tcm.append(0)
    for i in range(0,26):
        spine.append(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:])
            if i<23:
                spine[i-1] = int(v)
            else:
                spine[i] = int(v)
       
    code = phone
    dict1.setdefault(code,{})
    dict1[code]['name'] = content['name']
    if content['gender'] == 'male':
        dict1[code]['sex'] = '男'
    else:
        dict1[code]['sex'] = '女'
    dict1[code]['birth'] = str(content['birth'])+'-01'
    dict1[code]['unit'] = '采油工艺研究院'
    dict1[code]['tcm'] = tcm   
    dict1[code]['spine'] = spine
    
filename = 'data/result_新疆油田-2511-1.json'

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

生成问卷报告

In [ ]:

import requests
import json
import openpyxl


headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_新疆油田-2511-1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./新疆油田-2511-1/'
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'] = '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'] = 60
    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)

生成体质检测报告

In [ ]:

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.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./新疆油田第一批（脊柱）/'
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'] = 60
    mydata['fits'] = {}
    #survey_list = ['tcm','psy57','spine']
    survey_list = ['spine']
    for item in survey_list:
        if item in  v.keys():
            mydata.setdefault('surveys',{})
            mydata['surveys'][item] = v[item]
            
    
            mydata['fits'] = {}
            
            if 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)

In [ ]:

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.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
file_path ='./新疆油田第一批（体质检测）/'
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(8,"0")
    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','psy','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)

In [ ]: