如何从网页中的多个表格抓取内容

3 投票
1 回答
1359 浏览
提问于 2025-04-18 15:31

我想从一个网页的多个表格中提取内容,HTML代码大概是这样的:

<div class="fixtures-table full-table-medium" id="fixtures-data">             
    <h2 class="table-header"> Date 1    </h2>
    <table class="table-stats">
        <tbody>
            <tr class='preview' id='match-row-EFBO755307'>
                <td class='details'>
                    <p>
                        <span class='team-home teams'>
                            <a href='random_team'>team 1</a>                
                        </span>                 
                        <span class='team-away teams'>
                            <a href='random_team'>team 2</a>                
                        </span>
                    </p>
                </td>
            </tr>
            <tr class='preview' id='match-row-EFBO755307'>
                <td class='match-details'>
                    <p>
                        <span class='team-home teams'>
                            <a href='random_team'>team 3</a>                
                        </span>                 
                        <span class='team-away teams'>
                            <a href='random_team'>team 4</a>                
                        </span>
                    </p>
                </td>
            </tr>
        </tbody>
    </table>

    <h2 class="table-header"> Date 2    </h2>
    <table class="table-stats">
        <tbody>
            <tr class='preview' id='match-row-EFBO755307'>
                <td class='match-details'>
                    <p>
                        <span class='team-home teams'>
                            <a href='random_team'>team X</a>                
                        </span>                 
                        <span class='team-away teams'>
                            <a href='random_team'>team Y</a>                
                        </span>
                    </p>
                </td>
            </tr>
            <tr class='preview' id='match-row-EFBO755307'>
                <td class='match-details'>
                    <p>
                        <span class='team-home teams'>
                            <a href='random_team'>Team A</a>                
                        </span>                 
                        <span class='team-away teams'>
                            <a href='random_team'>Team B</a>                
                        </span>
                    </p>
                </td>
            </tr>
        </tbody>
    </table>
</div>

在日期下面还有更多的比赛(根据当天进行的比赛数量,可能是9场、2场或1场),而且表格的数量是63个(这和天数是一样的)。

我想提取每个日期的比赛信息,包括哪支队伍是主场队,哪支是客场队。

我在使用scrapy的命令行工具,并尝试了以下命令:

 title = sel.xpath("//td[@class = 'match-details']")[0] 
 l_home = title.xpath("//span[@class = 'team-home teams']/a/text()").extract()

这个命令打印出了主场队伍的列表,而这个命令打印出了所有客场队伍的列表,

 l_Away = title.xpath("//span[@class = 'team-away teams']/a/text()").extract()

这个命令给了我所有日期的列表:

sel.xpath("/html/body/div[3]/div/div/div/div[4]/div[2]/div/h2/text()").extract()

我想要的是,针对每个日期获取当天进行的比赛(还要知道哪支队伍是主场,哪支是客场)。

我的items.py文件应该是这样的:

date = Field()
home_team = Field()
away_team2 = Field()

请帮我写一下parse函数和Item类。

提前谢谢你。

1 个回答

3

这里有一个来自 scrapy shell 的逻辑示例:

>>> for table in response.xpath('//table[@class="table-stats"]'):
...     date = table.xpath('./preceding-sibling::h2[1]/text()').extract()[0]
...     print date
...     for match in table.xpath('.//tr[@class="preview" and @id]'):
...         home_team = match.xpath('.//span[@class="team-home teams"]/a/text()').extract()[0]
...         away_team = match.xpath('.//span[@class="team-away teams"]/a/text()').extract()[0]
...         print home_team, away_team
... 
 Date 1    
team 1 team 2
team 3 team 4
 Date 2    
team X team Y
Team A Team B

parse() 方法中,你需要在内部循环里创建一个 Item 的实例,并使用 yield 返回它:

def parse(self, response):
    for table in response.xpath('//table[@class="table-stats"]'):
        date = table.xpath('./preceding-sibling::h2[1]/text()').extract()[0]
        for match in table.xpath('.//tr[@class="preview" and @id]'):
            home_team = match.xpath('.//span[@class="team-home teams"]/a/text()').extract()[0]
            away_team = match.xpath('.//span[@class="team-away teams"]/a/text()').extract()[0]

            item = MyItem()
            item['date'] = date
            item['home_team'] = home_team
            item['away_team'] = away_team
            yield item

其中 Myitem 会是:

class MyItem(Item):
    date = Field()
    home_team = Field()
    away_team = Field()

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