使用Python 3和beautifulsoup4解析HTML表

问题描述 投票:0回答:2

所以我有HTML表格,我已经解析了数据,我在控制台中打印出来。

HTML代码:

<table class='hdr'><tbody>
<tr><td class='hdr_name'><b>Station ID: </b></td><td class='hdr_value'><b>TUA1-W03281</b></td></tr>
<tr><td class='hdr_name'><b>Serial Number: </b></td><td class='hdr_value'><b>C737201011071281   Nest Number : RFID = N1111003 TS = N0000001</b></td></tr>
<tr><td class='hdr_name'><b>Date: </b></td><td class='hdr_value'><b>Wednesday, July 04, 2018</b></td></tr>
<tr><td class='hdr_name'><b>Time: </b></td><td class='hdr_value'><b>9:26:25 AM</b></td></tr>
<tr><td class='hdr_name'><b>Operator: </b></td><td class='hdr_value'><b>No operator logged in</b></td></tr>
<tr><td class='hdr_name'><b>Execution Time: </b></td><td class='hdr_value'><b>118.3051362 seconds</b></td></tr>
<tr><td class='hdr_name'><b>Number of Results: </b></td><td class='hdr_value'><b>169</b></td></tr>
<tr><td class='hdr_name'><b>UUT Result: </b></td><td class='hdr_value'><b><span style="color:#008000;">Passed</span></b></td></tr>
</tbody></table>

我的代码来刮取数据:

from datetime import datetime
from bs4 import BeautifulSoup

testURL = open('Report - C737201011071281 - 04-07-18-92626 AM.128144458.html')
soup = BeautifulSoup(testURL, "html.parser")

'Station ID'
station = soup.find("td", text="Station ID: ").find_next_sibling("td").text
print("\nStation ID:    " + station)

'Serial Number'
serialNumber = soup.find("td", text="Serial Number: ").find_next_sibling("td").text
cNumber = serialNumber[0:15]
print("Serial Number:    " + cNumber)

'Date'
date = soup.find("td", text="Date: ").find_next_sibling("td").text
datetime_object = datetime.strptime(date, '%A, %B %d, %Y')
print("Date:    " + datetime_object.strftime('%Y-%m-%d'))

'Time'
time = soup.find("td", text="Time: ").find_next_sibling("td").text
time_object = datetime.strptime(time, '%I:%M:%S AM')
print("Time:    " + time_object.strftime('%H:%M:%S'))

'Result'
result = soup.find("td", text="UUT Result: ").find_next_sibling("td").text
print("UUT Result:    " + result)

后来在HTML中使用的表没有类或id,我想要做的就是能够遍历每一行,直到找到一个包含“Focus”字样的行。找到这一行后,我想浏览该行下面的每一行,直到我到达其中包含单词“Result”的行。

下面是关于如何创建表的HTML:

<tr><td class='label' colspan='2' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Focus:</td>
</tr>

<tr><td class='label' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Centre_Score:</td>
<td class='value' style="border-color:#000000;background-color:#32FFFF;"><span style='white-space:nowrap;'>0.08565902709961</span></td></tr>
<tr><td class='label' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Top_Left_Score:</td>
<td class='value' style="border-color:#000000;background-color:#32FFFF;"><span style='white-space:nowrap;'>0.06830544769764</span></td></tr>
<tr><td class='label' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Top_Right_Score:</td>
<td class='value' style="border-color:#000000;background-color:#32FFFF;"><span style='white-space:nowrap;'>0.06978666782379</span></td></tr>
<tr><td class='label' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Bottom_Right_Score:</td>
<td class='value' style="border-color:#000000;background-color:#32FFFF;"><span style='white-space:nowrap;'>0.06947886943817</span></td></tr>
<tr><td class='label' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Bottom_Left_Score:</td>
<td class='value' style="border-color:#000000;background-color:#32FFFF;"><span style='white-space:nowrap;'>0.07671363651752</span></td></tr>
<tr><td class='label' style="border-color:#000000;background-color:#FFFFFF;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Result:</td>
<td class='value' style="border-color:#000000;background-color:#32FFFF;"><span style='white-space:nowrap;'>1</span></td></tr>

如何在具有文本“Focus:”的行之后迭代每一行,并将每个参数的值存储在名为“Focus Results”的数组中。我是Python新手,非常感谢任何反馈,尤其是我创建的.py脚本。

python python-3.x web-scraping beautifulsoup html-parsing
2个回答
0
投票

也许你想做这样的事情:首先搜索“Focus:”,然后迭代其父级的兄弟(其他行)。您可以在res词典中获得所需的结果。

all_labels = soup.find_all("td", class_="label")
res={}
for label in all_labels:
    if 'Focus' in label.text:
        for sib in label.parent.next_siblings:
            if isinstance(sib, Tag):
                lab = sib.find('td', class_='label').text.strip()
                val = sib.find('td', class_='value').text.strip()
                res[lab] = val
                if 'Result' in lab: break
        break;
print res

0
投票

您可以尝试这样来实现预期的输出:

for items in soup.find_all("td"):
    if "Focus" in items.text:
        data = items.find_parent("tr")
        for elem in data.find_next_siblings():
            if "Result" in elem.find(class_="label").text:break
            item = elem.find(class_="label").get_text(strip=True)
            value = elem.find(class_="value").get_text(strip=True)
            print(f'{item} {value}')

输出:

Centre_Score: 0.08565902709961
Top_Left_Score: 0.06830544769764
Top_Right_Score: 0.06978666782379
Bottom_Right_Score: 0.06947886943817
Bottom_Left_Score: 0.07671363651752
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