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   -> Python知识库 -> Python UI自动化Clicknium之获取推特(Twitter)某个用户最近发表的动态并保存至CSV文件 -> 正文阅读

[Python知识库]Python UI自动化Clicknium之获取推特(Twitter)某个用户最近发表的动态并保存至CSV文件

Requirement Statements

Get someone’s recent tweets and save to a CSV file.
We can start this simple beginner process quickly with Clicknium.

Environment Preparations

  • Windows 10
  • Visual Studio Code 1.69.2
  • Clicknium 0.1.3
  • Python 3.10.5
  • Chrome 103.0.5060.134

Remarks:

  • Need run this sample in English region.

Run this sample

  • Follow clicknium getting started to set up develop environment.
  • Clone sample repo.
    git clone https://github.com/automation9417/automation-samples.git
    
  • Open the folder ‘ScrapingPeopleRecentTweets’ in Visual Studio code
  • Open sample.py in visual studio code.
  • Fill the sign config in sample.py
      sign_in_method_name="" #google for Google account, twiiter_account for tweet account.
      account="" #google email/phone, twitter username/email/phone
      verify_account=""#Sign in with tweet account, may need secondary verification. e.g. sign in with twitter email use username/phone to verify.
    
  • Fill a Twitter user name you want to scrape Tweets from in sample.py
    scrape_user_name="" # The Twitter name you want to scrape Tweets from, must start with @. e.g. @exemple
    
  • Press F5 to debug the sample or press CTRL+F5 to run sample.

Steps

  1. Assume Twitter is not open in chrome, so we need open chrome with the explore address firstly.
    #Use following code to open chrome with target url
    browser_tab=clicknium.chrome.open("https://twitter.com/explore") 
    
  2. Assume Twitter is not signed in, so we need to sign in twitter with Google account or twitter account.
  • Google account sign in
    from time import sleep
    from clicknium import clicknium, locator
    from clicknium.common.enums import *
    def google_sign_in(email_or_phone,password):
        clicknium.find_element(locator.websites.twitter.login_btn).click()
        sleep(2)
        clicknium.send_hotkey("{ESC}")
        continue_with_google_btn=clicknium.wait_appear(locator.websites.twitter.continue_with_google_btn,wait_timeout=5)
        if continue_with_google_btn:
            continue_with_google_btn.click(by= MouseActionBy.MouseEmulation)
        else:
            clicknium.find_element(locator.websites.twitter.continue_as_x_btn).click(by= MouseActionBy.MouseEmulation)
            clicknium.find_element(locator.websites.google_accounts.use_other_account_btn).click()
        clicknium.find_element(locator.websites.google_accounts.email_or_phone_input).set_text(email_or_phone)
        clicknium.find_element(locator.websites.google_accounts.email_or_phone_next_btn).click()
        clicknium.find_element(locator.websites.google_accounts.password_input).set_text(password)
        clicknium.find_element(locator.websites.google_accounts.password_next_btn).click()
    
    • Twitter account sign in
      from time import sleep
      from clicknium import clicknium, locator
      from clicknium.common.enums import *
      
      def sign_in_with_twitter_account(email_or_phone_or_username,verify_account,password):
          clicknium.find_element(locator.websites.twitter.login_btn).click()
          sleep(2)
          clicknium.send_hotkey("{ESC}")
          clicknium.find_element(locator.websites.twitter.twitter_account_input).set_text(email_or_phone_or_username)
          clicknium.find_element(locator.websites.twitter.login_next_btn).click()
          twitter_verify_input=clicknium.wait_appear(locator.websites.twitter.twitter_verify_input,wait_timeout=5)
          if twitter_verify_input:
              twitter_verify_input.set_text(verify_account)
              clicknium.find_element(locator.websites.twitter.login_next_btn).click()
          clicknium.find_element(locator.websites.twitter.twitter_password_input).set_text(password)
          clicknium.find_element(locator.websites.twitter.login_form_login_btn).click()
      
  1. Search and select a twitter user by username.
    在这里插入图片描述

    from time import sleep
    from msilib.schema import Error
    from clicknium import clicknium, locator,ui
    from clicknium.common.enums import *
    import csv
    
    def search_and_select_user(username):
        clicknium.find_element(locator.websites.twitter.explore_menu).click()
        clicknium.find_element(locator.websites.twitter.search_text_box_input).click(by= MouseActionBy.MouseEmulation)
        clicknium.find_element(locator.websites.twitter.search_text_box_input).set_text(username)
        sleep(1)
        clicknium.send_hotkey('{ENTER}')
        
        search_people_tab=clicknium.wait_appear(locator.websites.twitter.search_people_tab,wait_timeout=10)
        if search_people_tab:
            search_people_tab.click()
        else:
            msg="Search people tab not found."
            raise Error(msg)
        
        target_search_people=clicknium.wait_appear(locator.websites.twitter.target_search_people,{"user_name":username}, wait_timeout=10)
        if target_search_people:
            target_search_people.click()
        else:
            msg="People:"+username+" not found."
            raise Error(msg)
    
  2. Get user recent tweets.

  • Use get_text to get the tweets publish date, content and link, the result will be saved to a CSV file.
    from time import sleep
    from msilib.schema import Error
    from clicknium import clicknium, locator,ui
    from clicknium.common.enums import *
    import csv
    
    
    def get_user_recent_tweets(username)->str:
        search_and_select_user(username)
    
        clicknium.find_element(locator.websites.twitter.user_tweets_tab).click()
        tweet_article=clicknium.wait_appear(locator.websites.twitter.tweet_article, wait_timeout=10)
        if not tweet_article:
            msg="Tweet not found."
            raise Error(msg) 
        
        ret_csv_file_name=username+'_recent_tweets.csv'
        with open(ret_csv_file_name, 'w', newline='',encoding='utf-8') as csvfile:
            fieldnames = ['publish_date',"content","link"]
            writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
            writer.writeheader()
    
            tweet_articles=clicknium.find_elements(locator.websites.twitter.tweet_article)
            #Start for loop
            for index in range(1,tweet_articles.__len__()+1):
                selected_tweet_article=clicknium.wait_appear(locator.websites.twitter.selected_tweet_article,{"index":index},wait_timeout=5) 
                if not selected_tweet_article:      
                    continue
                tweet_text=clicknium.wait_appear(locator.websites.twitter.tweet_text,{"index":index},wait_timeout=2) 
                content=""
                if tweet_text:
                    content=tweet_text.get_text()
    
                tweet_card=clicknium.wait_appear(locator.websites.twitter.tweet_card,{"index":index},wait_timeout=2) 
                link=""
                if tweet_card:
                    link=tweet_card.get_property("href")
                
                tweet_publish_date=clicknium.wait_appear(locator.websites.twitter.tweet_publish_date,{"index":index},wait_timeout=2) 
                publish_time=""
                if tweet_publish_date:
                    publish_time=tweet_publish_date.get_property("datetime")
                
                writer.writerow({'publish_date':publish_time,"content":content,"link":link}) 
            #End for loop
    
  1. Sign out.

    from clicknium import clicknium, locator
    
    def sign_out():
        user_avatar_btn=clicknium.wait_appear(locator.websites.app_slack.user_avatar_btn,wait_timeout=5)
        if user_avatar_btn:
            user_avatar_btn.click()
            clicknium.find_element(locator.websites.app_slack.sign_out_btn).click()
    
  2. Close opened browser tab.

    browser_tab.close()# close the opened browser tab.
    

Tips

  • Pass variable to the locator
    In this sample user name is passed to the target_search_people locator as following
    • Define variable in locator

    • Pass variable in code

      target_search_people=clicknium.wait_appear(locator.websites.twitter.target_search_people,{"user_name":username}, wait_timeout=10)
      

Concepts

Clicknium provides excellent ways of the recorder and the concept of the Locator, which helps you finish developing efficiently without lots of details. Hence it is worth getting to know the concepts below.

  1. Locator
  2. Recorder

Functions involved

Get Started

  1. Create a new folder. Open Visual Studio Code and press the keyboard shortcut Ctrl+Shift+P to select Clicknium: Sample and select the newly created folder.
  2. pip install clicknium
  3. Copy the ‘.locator’ folder under ‘ScrapingPeopleRecentTweets’ to your new created folder
  4. Open sample.py and follow the steps above
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