【问题标题】:scraping - find the last 5 score of each match - in html抓取 - 查找每场比赛的最后 5 分 - 在 html 中
【发布时间】:2020-03-19 03:42:24
【问题描述】:

我希望您能帮助我获得最后 5 分,我无法获得,请帮助我。 从硒导入网络驱动程序 将熊猫导入为 pd 从熊猫导入 ExcelWriter 从 openpyxl.workbook 导入工作簿 导入时间为 t 导入 xlsxwriter pd.set_option('display.max_rows', 5, 'display.max_columns', 无, 'display.width', 无) 浏览器 = webdriver.Firefox()

browser.get('https://www.mismarcadores.com/futbol/espana/laliga/resultados/')
print("Current Page Title is : %s" %browser.title)

aux_ids = browser.find_elements_by_css_selector('.event__match.event__match--static.event__match--oneLine')

ids=[]
i = 0 
for  aux in aux_ids:
    if i < 1:
        ids.append( aux.get_attribute('id') )
        i+=1

data=[]
for idt in ids:
    id_clean = idt.split('_')[-1]   
    browser.execute_script("window.open('');")
    browser.switch_to.window(browser.window_handles[1])
    browser.get(f'https://www.mismarcadores.com/partido/{id_clean}/#h2h;overall')
    t.sleep(5)
    p_ids = browser.find_elements_by_css_selector('h2h-wrapper')
    #here the code of the last 5 score of each match

【问题讨论】:

    标签: html css python-3.x selenium-webdriver


    【解决方案1】:

    我相信您可以使用 Firefox 浏览器,但尚未对其进行测试。我使用 chrome,所以如果您想使用 chromedriver,请检查您的浏览器版本并下载正确的版本,并将其添加到您的系统路径中。这种方法唯一的问题是它会打开一个浏览器窗口,直到页面加载(因为我们正在等待 javascript 生成匹配数据)。如果您还需要什么,请告诉我。祝你好运!

    https://chromedriver.chromium.org/downloads

    已知问题:有时在检索匹配数据时会抛出索引超出范围。这是我正在寻找的东西,因为看起来每个链接上的 xpath 有时会发生一些变化。

    from selenium import webdriver
    from lxml import html
    from lxml.html import HtmlElement
    
    
    def test():
        # Here we specified the urls to for testing purpose
        urls = ['https://www.mismarcadores.com/partido/noIPZ3Lj/#h2h;overall'
                ]
        # a loop to go over all the urls
        for url in urls:
            # We will print the string and format it with the url we are currently checking, Also we will print the
            # result of the function get_last_5(url) where url is the current url in the for loop.
            print("Scores after this match {u}".format(u=url), get_last_5(url))
    
    
    def get_last_5(url):
        print("processing {u}, please wait...".format(u=url))
        # here we get a instance of the webdriver
        browser = webdriver.Chrome()
        # now we pass the url we want to get
        browser.get(url)
        # in this variable, we will "store" the html  data as a string. We get it from here because we need to wait for
        # the page to load and execute their javascript code in order to generate the matches data.
        innerHTML = browser.execute_script("return document.body.innerHTML")
        # Now we will assign this to a variable of type HtmlElement
        tree: HtmlElement = html.fromstring(innerHTML)
        # the following variables: first_team,second_team,match_date and rows are obtained via xpath method(). To get the
        # xpath go to chrome browser,open it and load one of the url to check the DOM. Now if you wish to check the xpath
        # of each of this variables (elements in case of html), right click on the element->click inspect->the inspect
        # panel will appear->the clicked element wil appear selected on the inspect panel->right click on it->Copy->Copy
        # Xpath. first_team,second_team and match_date are obtained from the "title" section. Rows are obtained from the
        # table of last matches in the tbody content
        # When using xpath it will return a list of HtmElement because it will try to find all the elements that match our
        # xpath, so that is why we use [0] (to get the first element of the list). This will give use access to a
        # HtmlElement object so now we can access its text attribute.
        first_team = tree.xpath('//*[@id="flashscore"]/div[1]/div[1]/div[2]/div/div/a')[0].text
        print((type(first_team)))
        second_team = tree.xpath('//*[@id="flashscore"]/div[1]/div[3]/div[2]/div/div/a')[0].text
        # [0:8] is used to slice the string because in the title it contains also the time of the match ie.(10.08.2020
        # 13:00) . To use it for comparing each row we need only (10.08.20), so we get from position 0, 8 characters ([0:8])
        match_date = tree.xpath('//*[@id="utime"]')[0].text[0:8]
        # when getting the first element with [0], we get a HtmlElement object( which is the "table" that have all matches
        # data). so we want to get all the children of it, which are all the "rows(elements)" inside it. getchildren()
        # will also return a list of object of type HtmlElement. In this case we are also slicing the list with [:-1]
        # because the last element inside the "table" is the button "Mostar mas partidos", so we want to take that out.
        rows = tree.xpath('//*[@id="tab-h2h-overall"]/div[1]/table/tbody')[0].getchildren()[:-1]
        # we quit the browser since we do not need this anymore, we could do it after assigning innerHtml, but no harm
        # doing it here unless you wish to close it before doing all this assignment of variables.
        browser.quit()
        # this match_position variable will be the position of the match we currently have in the title.
        match_position = None
        # Now we will iterate over the rows and find the match. range(len(rows)) is just to get the count of rows to know
        # until when to stop iterating.
        for i in range(len(rows)):
            # now we use the is_match function with the following parameter: first_team,second team, match_date and the
            # current row which is row[i]. if the function return true we found the match position and we assign (i+1) to
            # the match_position variable. i+1 because we iterate from 0.
            if is_match(first_team, second_team, match_date, rows[i]):
                match_position = i + 1
                # now we stop the for no need to go further when we find it.
                break
        # Since we only want the following 5 matches score, we need to check if we have 5 rows beneath our match. If
        # adding 5 from the match position is less than the number of rows then we can do it, if not we will only get the
        # rows beneath it(maybe 0,1,2,3 or 4 rows)
        if (match_position + 5) < len(rows):
            # Again we are slicing the list, in this case 2 times [match_position:] (take out all the rows before the
            # match position), then from the new list obtained from that we do [:5] which is start from the 0 position
            # and stop on 5 [start:stop]. we use rows=rows beacause when slicing you get a new list so you can not do
            # rows[match_position:][:5] you need to assign it to a variable. I am using same variable but you can assign
            # it to a new one if you wish.
            rows = rows[match_position:][:5]
        else:
            # since we do not have enough rows, just get the rows beneath our position.
            rows = rows[match_position:len(rows)]
        # Now to get the list of scores we are using a list comprehension in here but I will explain it as a for loop.
        # Before that, you need to know that each row(<tr> element in html) has 6 td elements inside it, the number 5 is
        # the score of the match. then inside each "score element" we have a span element and then a strong element,
        # something like
        # <tr>
        # <td></td>
        # <td></td>
        # <td></td>
        # <td></td>
        # <td><span><strong>1:2</strong></span></td>.
        # <td></td>
        # </tr>
        # Now, That been said, since each row is a HtmlElement object , we can go in a for loop as following:
        scores = []
        for row in rows:
            data = row.getchildren()[4].getchildren()[0].text_content()
            # not the best way but we will get al the text content on the element, in this case the span element,
            # if the string has more than 5 characters i.e. "1 : 2" then we will take as if it is i.e. "1 : 2(0 : 1)". So
            # in this case we want to slice it from the 2nd character from right to left and get 5 characters from that
            # position.
            # using a ternary expression here, if the length of the string is equal to 5 then this is our score, 
            # if not then we have to slice it and get the last part, from -6 which is the white space before then 2 (in 
            # our example) to -1 (which is the 1 before the last ')' ).
            score = data if len(data) == 5 else data[-6:-1]
            scores.append(score)
        print("finished processing {u}.".format(u=url))
        # now we return the scores
        return scores
    
    
    def is_match(t1, t2, match_date, row):
        # from each row we want to compare, t1,t2,match_date (this are obtained from the title) with the rows team1,
        # team2 and date. Each row has 6 element inside it. Please read all the code on get_last_5 before reading this
        # explanation. so the for this row, date is in position 0, team1 in 2, team2 in 3.
        # <td><span>10.03.20</span></td>
        date = row.getchildren()[0].getchildren()[0].text
        # <td><span>TeamName</span></td> (when the team lost) or
        # <td><span><strong>TeamName</strong></span></td> (when the team won)
        team1element = row.getchildren()[2].getchildren()[0]  # this is the span element
        # using a ternary expression (condition_if_true if condition else condition_if_false)
        # https://book.pythontips.com/en/latest/ternary_operators.html
        # if span element have childrens , (getchildren()>0) then the team name is team1element.getchildren()[0].text
        # which is the text of the strong element, if not the jsut get the text from the span element.
        mt1 = team1element.getchildren()[0].text if len(team1element.getchildren()) > 0 else team1element.text
        # repeat the same as team 1
        team2element = row.getchildren()[3].getchildren()[0]
        mt2 = team2element.getchildren()[0].text if len(team2element.getchildren()) > 0 else team2element.text
        # basically we can compare only the date, but jsut to be sure we compare the names also. So, if the dates and the
        # names are the same this is our match row.
        if match_date == date and t1 == mt1 and t2 == mt2:
            # we found it so return true
            return True
        # if not the same then return false
        return False
    

    【讨论】:

    • @Fscode 请检查更新的代码,如果您愿意,可以更改代码顶部的默认值。此外,您只需要运行测试函数()。我为你创建了一些类,它们是 Team 和 Match,没有什么花哨的,只是看一下代码。希望这会有所帮助!
    • @Fscode 您之前没有像现在在图像中那样指定,无论哪种方式再次尝试上面的代码我相信这就是您所需要的。只需将代码顶部的 url 更改为您想要的任何匹配项。
    • 是的,@Armando 非常感谢您的代码运行良好,您最后的所有代码都帮助我理解这种编码方式,现在我正在尝试理解这一点......所以谢谢你的朋友;) 如果您有一个博客,您可以在其中分享代码以帮助刚开始的人,请告诉我朋友。
    • @Fscode 没问题。稍后我会更新代码,以便您在不清楚的情况下理解每个步骤。
    • @Fscode 请检查更新的代码并提供逐步说明。如果您遇到困难,请告诉我。您将选择 HtmlElement 的打印类型,以便您可以看到该类型的变量
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