Files
jupyter/体测单位/悟空仪器.ipynb
2023-09-05 16:29:12 +08:00

16 KiB

导入人员信息

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import openpyxl
import json
import datetime

wb = openpyxl.load_workbook('data/悟空仪器人员信息表.xlsx')
sheet = wb.active
# sheets = wb.sheetnames
person = {}

for n in range(2, sheet.max_row+1):
    if sheet.cell(n,1).value is not None:
        code = int(sheet.cell(n, 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, 5).value
        dict1['birth'] = str(sheet.cell(n, 4).value).split()[0]
        birth = dict1['birth'].split()[0].split('-')
        nian = int(birth[0].strip())
        yue = int(birth[1].strip())
        ri = int(birth[2].strip())
        #print(k,nian,yue,ri)
        days = (datetime.date(2023, 8, 22)-datetime.date(nian,yue,ri)).days
        dict1['month'] = int(days/365*12)
        dict1['age'] = int(days/365)
        person[code] = dict1
filename = 'data/悟空仪器.json'
with open(filename, 'w') as fl:
    json.dump(person, fl, ensure_ascii=False,default=str)
print('ok')

导入测试信息

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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
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/悟空仪器.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl) 

filename = 'data/places_result_20230829.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]['age'] = dict1[user]['age']
        re_ta[user]['month'] = dict1[user]['month']
        item_name = item[m_item]['en']
        re_ta[user].setdefault(item_name,{})  
        score = int(result[4])/item[m_item]['divisor']    
        re_ta[user][item_name]['成绩'] = f'{score} {item[m_item]["unit"]}'
print(len(re_ta))
filename = 'data/result_悟空仪器.json'

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

计算测试得分

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import json
import time

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict3 = json.load(fl) 
for k,v in dict3.items():
    item[k] = v
item['1']['en'] = 'lung'
item['2']['en'] = 'grip'
item['3']['en'] = 'flexion'
item['4']['en'] = 'jump'
item['5']['en'] = 'pushup'
item['6']['en'] = 'balance'
item['7']['en'] = 'reaction'
item['8']['en'] = 'step'
item['9']['en'] = 'situp'
item['10']['en'] = 'height'
item['11']['en'] = 'weight'

filename = 'data/体质检测标准 (1).json'    
with open(filename,'r') as fl:
    dict1 = json.load(fl)



def cal_score(data1):
    #data = {'name':'张三','sex':'M','age':37,'item':'StepExperiment','result':46}     
    person = dict1['person']
    criteria = dict1['criteria']    
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    mx = criteria[bz][data1['item']]
    result = data1['result']    
    if data1['item'] == 'reaction':
        for bz1 in mx:
            if result > bz1:
                #print(bz1)
                score = mx.index(bz1,0)
                break
            else:
                score = 5
    else:
        for bz1 in mx:
            if result < bz1:
                #print(bz1)
                score = mx.index(bz1,0)
                break
            else:
                score = 5
    return(score)
filename = 'data/体质检测标准_BMI.json'
with open(filename,'r') as fl:
    dict4 = json.load(fl) 
    
def cal_bmi(data1):
   # data = {'name':'张三','sex':'M','age':37,'item':'HeightWeight','result':'177.7,97.0'}
    person = dict4['person']
    criteria = dict4['criteria']
    
    info = data1['sex']+str(data1['age'])
    bz = person[info]
    #print(bz)
    result = data1['result']
    print(result)
    height = int(float(result.split(',')[0]))
    weight = float(result.split(',')[1])
    mx = criteria[bz][str(height)]
    if weight < mx[0]:
        score = 1
    elif weight < mx[1]:
        score = 3
    elif weight < mx[2]:
        score = 5    
    elif weight <= mx[3]:
        score = 3  
    elif weight > mx[3]:
        score = 1
    return score
    
    

#list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','height','weight']
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']
filename = 'data/result_悟空仪器.json'
with open(filename,'r') as fl:
    dict2 = json.load(fl) 
for k, v in dict2.items():
    if v['sex'] == '男':
        sex = 'M'
    else:
        sex = 'F'            
    if 'height' in v.keys() and 'weight' in v.keys():
        bmi_data = v['height']['成绩'].split()[0]+','+ v['weight']['成绩'].split()[0]
        data1 = {'sex':sex,'age':v['age'],'item':'HeightWeight','result':bmi_data}
        dict2[k]['bmi'] = {}
        dict2[k]['bmi']['成绩'] = bmi_data
        dict2[k]['bmi']['score'] = cal_bmi(data1)
    for item_en in list_item:
        if item_en in v.keys():            
            data1 = {'sex':sex,'age':v['age'],'item':item_en,'result':float(v[item_en]['成绩'].split()[0])}
            dict2[k][item_en]['score'] = cal_score(data1)
            #print(k,v[item_en]['成绩'],cal_score(data1))

filename = 'data/result_悟空仪器1.json'
with open(filename,'w') as fl:
    json.dump(dict2,fl , ensure_ascii=False) 
print('ok!')            
            
    

生成报告

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import requests
import json

headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_悟空仪器1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
fiie_path ='./2201/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
for  k, v in dict1.items():
    mydata = {}
    
    id = str(k).rjust(5,"0")
    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '悟空仪器'
    mydata['id'] = id
    mydata['name'] = v['name']
    if v['sex'] == '男':
        mydata['gender'] = 'male'
    else:
        mydata['gender'] = 'female'
    
    mydata['month'] = v['month']
    mydata['fit'] = {}
    for item in list_item:
        if item in v.keys():
            mydata['fit'][item] = {'mark':v[item]['成绩'].split()[0],'score':v[item]['score']}
    list1.append(mydata)        
    #x = requests.post('http://192.168.31.163:3003', data = json.dumps(mydata), headers=headers)
    #print(id,v['name'],x.text)
    #x.close()
    #if k =='218':
    #    print(mydata)
json_data = json.dumps(list1,ensure_ascii=False, indent=4)  

# 将 json 数据写入文件
with open("data/悟空data1.json", "w",encoding = 'utf-8') as file:
    file.write(json_data)   
    
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import requests
import json

headers = {
    "Content-Type": "application/json; charset=UTF-8"
    }
filename = 'data/result_悟空仪器1.json'
with open(filename,'r') as fl:
    dict1 = json.load(fl)
list1 = []
fiie_path ='./2201_1/'
list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']
for  k, v in dict1.items():
    list1 = []
    mydata = {}
    
    id = str(k).rjust(5,"0")
    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'
    mydata['title'] = '悟空仪器'
    mydata['id'] = id
    mydata['name'] = v['name']
    if v['sex'] == '男':
        mydata['gender'] = 'male'
    else:
        mydata['gender'] = 'female'
    
    mydata['month'] = v['month']
    mydata['fits'] = {}
    for item in list_item:
        if item in v.keys():
            if item in ['lung','pushup','step','situp']:
                mark = v[item]['成绩'].split()[0].split('.')[0]
            else:
                mark = v[item]['成绩'].split()[0]
            mydata['fits'][item] = {'mark':mark,'score':v[item]['score']}
    list1.append(mydata)        
    x = requests.post('http://192.168.31.163:3003', data = json.dumps(list1), headers=headers)
    print(id,v['name'],x.text)
    x.close()
    #print(mydata)
    

计算项目平均分

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import json

filename = 'data/悟空data1.json'
with open(filename,'r') as fl:
    list1 = json.load(fl)
dict2 = {}
#print(list1)
for item in list1:
    for k, v in item['fit'].items():
        dict2.setdefault(k,{'count':0,'score':0})
        dict2[k]['count'] = dict2[k]['count']+1
        dict2[k]['score'] = dict2[k]['score'] + v['score']
for k, v in dict2.items():
    print(k,v['count'],v['score'],)
        
    

核对成绩

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import json
import csv

filename = '../item.json'
item = {}
unit = {}
with open(filename,'r') as fl:
    dict3 = json.load(fl) 
for k,v in dict3.items():
    item[k] = v
item['1']['en'] = 'lung'
item['2']['en'] = 'grip'
item['3']['en'] = 'flexion'
item['4']['en'] = 'jump'
item['5']['en'] = 'pushup'
item['6']['en'] = 'balance'
item['7']['en'] = 'reaction'
item['8']['en'] = 'step'
item['9']['en'] = 'situp'
item['10']['en'] = 'height'
item['11']['en'] = 'weight'

re_ta = {}
list1 = []
item_list = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']
filename = 'data/places_result_20230826.csv'
with open(filename,'r',newline='') as csv_file:
    fl = csv.reader(csv_file,delimiter=',')
    header = next(fl)    
    for line in fl:
        #line = re.sub('[\r\n\f ]{1,}', '', line)
        list1.append(line)
#print(list1)
for result in list1:
    user = str(result[2])
       
    m_item = str(result[3])    
    re_ta.setdefault(user,{})            
    item_name = item[m_item]['en']
    re_ta[user].setdefault(item_name,{})  
    score = int(result[4])/item[m_item]['divisor']    
    re_ta[user][item_name]['成绩'] = result[5]

filename = 'data/悟空data1.json'
with open(filename,'r') as fl:
    list1 = json.load(fl)
for data in list1:
    code = str(int(data['id']))
    for k, v in data['fit'].items():
        if code in re_ta.keys():
            if k in item_list:
                print(code,k,v['score'],re_ta[code][k]['成绩'])
            if k == 'bmi':
                print(code,k,v['score'],re_ta[code]['weight']['成绩'])
            
    
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