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main.py
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main.py
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# <<<<<<< Updated upstream
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import Select
from bs4 import BeautifulSoup
import time
import json
EVAL_NUM = 1
USERNAME = '609531932@qq.com'
PASSWORD = 'bupt151540809'
class pa_chong():
def __init__(self):
self.last_name = ['11h2min18s', '19h14min24s']
self.num_train = 0
self.model_list = []
self.eval_model_dict = {}
self.last_name_counts = {'test_pr1':0, 'Update-v6-1':0}
self.emeny = 'baseline-3'
self.eval_task_list = ['udv617_t3', 'udv617_t22']
self.time = 3
self.eval_result_dict = {}
self.information_dict = {}
def printing(self):
self.information_dict['以评估模型'] = self.eval_model_dict
self.information_dict['模型评估结果'] = self.eval_result_dict
with open("eval_information.json", "w", encoding='utf-8') as f:
json.dump(self.information_dict, f, indent=2, sort_keys=True, ensure_ascii=False)
def go(self):
# 初始化浏览器
self.browser = webdriver.Chrome()
#PART1:自动化登陆 打开登录页面
login_url = 'https://aiarena.tencent.com/p/user/login?redirect=https%3A%2F%2Faiarena.tencent.com%2Flogin'
self.browser.get(login_url)
# 输入用户名和密码
username = self.browser.find_element(By.ID,'basic_email') # 替换为实际的用户名输入框定位方法
password = self.browser.find_element(By.ID, 'basic_password') # 替换为实际的密码输入框定位方法
submit = self.browser.find_element(By.XPATH,'//*[@id="basic"]/div[4]/div/div/div/span/button')
username.send_keys(USERNAME)
password.send_keys(PASSWORD)
submit.click()
time.sleep(3)
while True:
self.download_modle()
self.eval_model()
self.eval_result()
self.printing()
time.sleep(self.time)
def download_modle(self):
task_num = 0
for i in range(1, 11):
self.browser.get('https://aiarena.tencent.com/p/competition-exp/21/cluster-training') # 替换为目标网站的URL
time.sleep(3)
table = self.browser.find_element(By.XPATH, '//*[@id="root"]/div/div/section/section/main/div/div/div[2]/div/div/div/div/div[2]/div/div/div/div/div/table/tbody')
tr_list = table.find_elements(By.TAG_NAME, 'tr')
td_list = tr_list[i].find_elements(By.TAG_NAME, 'td')
if td_list[2].text == '进行中':
task_num += 1
task_name = td_list[1].text
if task_name not in self.last_name_counts:
self.last_name_counts[task_name] = 0
self.last_name[task_num - 1] = None
j, name = 0, None
while(True):
self.browser.find_element(By.XPATH,
f'//*[@id="root"]/div/div/section/section/main/div/div/div[2]/div/div/div/div/div[2]/div/div/div/div/div/table/tbody/tr[{i+1}]/td[12]/div/div/div[2]/button').click()
time.sleep(3)
t1 = self.browser.find_element(By.XPATH,
'/html/body/div[2]/div/div[2]/div/div/div[2]/div/div/div/div/div/div/div/div/div/div/table/tbody')
tr1_list = t1.find_elements(By.TAG_NAME, 'tr')
td1_list = tr1_list[j+1].find_elements(By.TAG_NAME, 'td')
if td1_list[0].text == self.last_name[task_num - 1]:break
self.last_name_counts[task_name] += 1
name = tr1_list[1].find_elements(By.TAG_NAME, 'td')[0].text
self.browser.find_element(By.XPATH,
f'/html/body/div[2]/div/div[2]/div/div/div[2]/div/div/div/div/div/div/div/div/div/div/table/tbody/tr[{j+2}]/td[3]/div/div/div[2]/span/button').click()
time.sleep(3)
input1_s2 = self.browser.find_element(By.XPATH,
'/html/body/div[3]/div/div[2]/div/div/div[2]/form/div/div[1]/div[1]/div[2]/div[1]/div/span/input')
model_name = task_name +'_'+ str(self.last_name_counts[task_name])
input1_s2.send_keys(model_name)
input2_s2 = self.browser.find_element(By.XPATH, '/html/body/div[3]/div/div[2]/div/div/div[2]/form/div/div[1]/div[4]/div[2]/div/div/div/textarea')
input2_s2.send_keys(task_name +'_'+ td1_list[0].text)
time.sleep(2)
self.browser.find_element(By.XPATH, '/html/body/div[3]/div/div[2]/div/div/div[2]/form/div/div[2]/div/div[1]/span/button').click()
time.sleep(3)
self.model_list.append(model_name)
self.eval_model_dict[model_name] = 0
self.browser.get('https://aiarena.tencent.com/p/competition-exp/21/cluster-training')
time.sleep(3)
j += 1
if j == len(tr1_list):break
self.last_name[task_num - 1] = name
if task_num == 2:break
def eval_model(self):
if len(self.model_list) == 0:return
model_to_eval = list(self.model_list)
for model_name in model_to_eval:
self.browser.get('https://aiarena.tencent.com/p/competition-exp/21/model-manage')
time.sleep(3)
self.browser.find_element(By.XPATH, '//*[@id="name"]').send_keys(model_name)
time.sleep(1)
self.browser.find_element(By.XPATH,
'//*[@id="root"]/div/div/section/section/main/div/div/div[2]/div/div/div/div/form/div/div[1]/div[2]/div/div/div/span/span/span[2]/button').click()
table = self.browser.find_element(By.XPATH,
'/html/body/div/div/div/section/section/main/div/div/div[2]/div/div/div/div/div/div/div/div/div/div/table')
td_list = table.find_elements(By.TAG_NAME, 'tr')[1].find_elements(By.TAG_NAME, 'td')
if td_list[3].text == '检测失败' :continue
self.browser.find_element(By.XPATH,
'//*[@id="root"]/div/div/section/section/main/div/div/div[2]/div/div/div/div/div/div/div/div/div/div/table/tbody/tr[2]/td[12]/div/div/div[1]/span/button').click()
time.sleep(2)
self.browser.find_element(By.XPATH,
'/html/body/div[2]/div/div[2]/div/div/div[2]/form/div/div[1]/div[5]/div[2]/div[1]/div/span/input').send_keys(model_name + '_' + self.eval_model_dict[model_name])
eval_select1_option = self.browser.find_element(By.XPATH,'/html/body/div[2]/div/div[2]/div/div/div[2]/form/div/div[1]/div[7]/div[2]/div/div/div/div[2]/div[2]/div[1]/div/span/div/div/div[1]/div/div/input')
eval_select1_option.click()
for _ in range(3):
eval_select1_option.send_keys(Keys.ARROW_DOWN)
# 使用回车键选择选项
eval_select1_option.send_keys(Keys.ENTER)
eval_select2_element = self.browser.find_element(By.XPATH,'/html/body/div[2]/div/div[2]/div/div/div[2]/form/div/div[1]/div[8]/div[2]/div/div/div/div[1]/div[2]/div/div/span/div/div/span[1]/input')
eval_select2_element.click()
time.sleep(3)
eval_select2_element.send_keys(Keys.TAB)
time.sleep(3)
activate_element = self.browser.switch_to.active_element
activate_element.send_keys(self.emeny)
time.sleep(3)
# activate_element.send_keys(Keys.ENTER)
# eval_select2_element.send_keys(baseline_name)
eval_select2_element.send_keys(Keys.ARROW_DOWN)
# 使用回车键选择选项
eval_select2_element.send_keys(Keys.ENTER)
eval_select3_element=self.browser.find_element(By.XPATH,'/html/body/div[2]/div/div[2]/div/div/div[2]/form/div/div[1]/div[8]/div[2]/div/div/div/div[2]/div[2]/div/div/span/div/div/div[1]/div/div/input')
eval_select3_element.click()
for _ in range(3):
eval_select3_element.send_keys(Keys.ARROW_DOWN)
# 使用回车键选择选项
eval_select3_element.send_keys(Keys.ENTER)
s3=self.browser.find_element(By.XPATH,'/html/body/div[2]/div/div[2]/div/div/div[2]/form/div/div[1]/div[9]/div[2]/div/div/div/div[1]/div[2]/div/div/div/div/div[2]/input')
#删除现有轮数
s3.send_keys(Keys.CONTROL+'a')
s3.send_keys(Keys.DELETE)
s3.send_keys(EVAL_NUM)
time.sleep(1)
self.browser.find_element(By.XPATH,
'//*[@id="desc"]').send_keys(model_name + 'vs' + self.emeny)
time.sleep(1)
self.browser.find_element(By.XPATH,'/html/body/div[2]/div/div[2]/div/div/div[2]/form/div/div[2]/div/div[1]/span/button').click()
time.sleep(1)
self.model_list.remove(model_name)
self.eval_model_dict[model_name] += 1
self.eval_task_list.append(model_name + '_' + self.eval_model_dict[model_name])
def eval_result(self):
if len(self.eval_task_list) == 0:return
task_list = list(self.eval_task_list)
for task in task_list:
self.browser.get('https://aiarena.tencent.com/p/competition-exp/21/model-access')
time.sleep(3)
self.browser.find_element(By.XPATH, '//*[@id="name"]').send_keys(task)
self.browser.find_element(By.XPATH,
'//*[@id="root"]/div/div/section/section/main/div/div/div[2]/div/div/div/form/div/div[1]/div[2]/div/div/div/span/span/span[2]/button').click()
table = self.browser.find_element(By.XPATH,
'//*[@id="root"]/div/div/section/section/main/div/div/div[2]/div/div/div/div/div/div/div/div/div/table/tbody')
td_list = table.find_elements(By.TAG_NAME, 'tr')[1].find_elements(By.TAG_NAME, 'td')
if td_list[1].text == '已完成':
self.eval_result_dict[td_list[3].text] = {td_list[5].text:td_list[2].text}
time.sleep(1)
self.eval_task_list.remove(task)
if __name__ == "__main__":
m = pa_chong()
m.go()