Question

我正试图用漂亮的汤刮掉this website上的现场出发桌。

我尝试了以下操作：

caremar_live_departures_table = list(soup.select('.table-booking-history tr'))
caremar_live_departures_data = []
for tr in caremar_live_departures_table:
    td = tr.select('td')
    caremar_live_departures_data.append({
    'DEPARTURE PORT': td[1].select('span span').text,
    'ARRIVAL PORT': td[2].select('span span').text, 
    'DEPARTURE TIME': td[4].select('span').text, 
    'ARRIVAL TIME': td[6].select('span').text,     
    'FEERY TYPE':  td[3].select('span span').text,   
    'STATUS': td[3].select('span span').text   
    })

我收到以下错误：

 'DEPARTURE PORT': td[1].select('span span').text,
IndexError: list index out of range

td应该是一个数组，为什么不是这样？

Answer 1

我查看了源，并不是表中的每个tr都包含您要查找的数据。如果仅使用类r1，r2等进行观察，则可以获得所需的数据。有些只有一吨。因此，只有td [0]可用。这就是为什么您得到IndexError

我还认为您可能让您列出的索引编制错误。我已经尽力修复了。

import requests
from bs4 import BeautifulSoup
r=requests.get('https://shop.caremar.it/it/prossime-partenze/')
soup=BeautifulSoup(r.text,'html.parser')
caremar_live_departures_table = list(soup.select('.table-booking-history tr[class*="r"]'))
caremar_live_departures_data = []
for tr in caremar_live_departures_table:
    td = tr.select('td')
    caremar_live_departures_data.append({
    'DEPARTURE PORT': td[0].text.strip(),
    'ARRIVAL PORT': td[1].text.strip(),
    'DEPARTURE TIME': td[3].text.strip(),
    'ARRIVAL TIME': td[5].text.strip(),
    'FEERY TYPE':  td[2].text.strip(),
    'STATUS': td[6].text.strip()
    })
print(caremar_live_departures_data)

输出

[{'DEPARTURE PORT': 'Procida', 'ARRIVAL PORT': 'Ischia', 'DEPARTURE TIME': '23:00', 'ARRIVAL TIME': '23:30', 'FEERY TYPE': 'Traghetto', 'STATUS': 'Chiuso'}, {'DEPARTURE PORT': 'Ischia', 'ARRIVAL PORT': 'Procida', 'DEPARTURE TIME': '02:30', 'ARRIVAL TIME': '02:45', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Ischia', 'ARRIVAL PORT': 'Pozzuoli', 'DEPARTURE TIME': '02:30', 'ARRIVAL TIME': '03:30', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Procida', 'ARRIVAL PORT': 'Pozzuoli', 'DEPARTURE TIME': '03:10', 'ARRIVAL TIME': '03:30', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Pozzuoli', 'ARRIVAL PORT': 'Procida', 'DEPARTURE TIME': '04:10', 'ARRIVAL TIME': '05:10', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Pozzuoli', 'ARRIVAL PORT': 'Ischia', 'DEPARTURE TIME': '04:10', 'ARRIVAL TIME': '05:40', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Procida', 'ARRIVAL PORT': 'Ischia', 'DEPARTURE TIME': '04:40', 'ARRIVAL TIME': '05:40', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Napoli (Porta di Massa)', 'ARRIVAL PORT': 'Capri', 'DEPARTURE TIME': '05:35', 'ARRIVAL TIME': '06:25', 'FEERY TYPE': 'TMV', 'STATUS': ''}, {'DEPARTURE PORT': 'Napoli (Porta di Massa)', 'ARRIVAL PORT': 'Procida', 'DEPARTURE TIME': '06:15', 'ARRIVAL TIME': '07:15', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Napoli (Porta di Massa)', 'ARRIVAL PORT': 'Ischia', 'DEPARTURE TIME': '06:15', 'ARRIVAL TIME': '07:55', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Procida', 'ARRIVAL PORT': 'Napoli (Molo Beverello)', 'DEPARTURE TIME': '06:35', 'ARRIVAL TIME': '07:05', 'FEERY TYPE': 'Aliscafo', 'STATUS': ''}, {'DEPARTURE PORT': 'Capri', 'ARRIVAL PORT': 'Napoli (Porta di Massa)', 'DEPARTURE TIME': '06:40', 'ARRIVAL TIME': '08:00', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Ischia', 'ARRIVAL PORT': 'Procida', 'DEPARTURE TIME': '06:45', 'ARRIVAL TIME': '07:00', 'FEERY TYPE': 'Aliscafo', 'STATUS': ''}, {'DEPARTURE PORT': 'Ischia', 'ARRIVAL PORT': 'Napoli (Molo Beverello)', 'DEPARTURE TIME': '06:45', 'ARRIVAL TIME': '07:50', 'FEERY TYPE': 'Aliscafo', 'STATUS': ''}, {'DEPARTURE PORT': 'Capri', 'ARRIVAL PORT': 'Sorrento', 'DEPARTURE TIME': '07:00', 'ARRIVAL TIME': '07:25', 'FEERY TYPE': 'TMV', 'STATUS': ''}, {'DEPARTURE PORT': 'Procida', 'ARRIVAL PORT': 'Napoli (Molo Beverello)', 'DEPARTURE TIME': '07:10', 'ARRIVAL TIME': '07:50', 'FEERY TYPE': 'Aliscafo', 'STATUS': ''}, {'DEPARTURE PORT': 'Ischia', 'ARRIVAL PORT': 'Procida', 'DEPARTURE TIME': '07:20', 'ARRIVAL TIME': '07:50', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Ischia', 'ARRIVAL PORT': 'Pozzuoli', 'DEPARTURE TIME': '07:20', 'ARRIVAL TIME': '08:30', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Procida', 'ARRIVAL PORT': 'Ischia', 'DEPARTURE TIME': '07:25', 'ARRIVAL TIME': '07:55', 'FEERY TYPE': 'Traghetto', 'STATUS': ''}, {'DEPARTURE PORT': 'Napoli (Molo Beverello)', 'ARRIVAL PORT': 'Procida', 'DEPARTURE TIME': '07:30', 'ARRIVAL TIME': '08:05', 'FEERY TYPE': 'Aliscafo', 'STATUS': ''}]

Answer 2

用感兴趣的列和顺序的规范对pandas和read_html进行操作会不会更容易？

import pandas as pd

results = pd.read_html('https://shop.caremar.it/it/prossime-partenze/')
df = results[0].dropna(how='all').fillna('')[['Porto di Partenza','Porto di Arrivo','Orario', 'Arrivo', 'Mezzo', 'Stato']]
print(df)

您可以通过以下更改使标题更明确：

import pandas as pd

results = pd.read_html('https://shop.caremar.it/it/prossime-partenze/')
columnOrder = ['Porto di Partenza','Porto di Arrivo','Orario', 'Arrivo', 'Mezzo', 'Stato']
headers = ['DEPARTURE PORT','ARRIVAL PORT', 'DEPARTURE TIME', 'ARRIVAL TIME', 'FERRY TYPE', 'STATUS']
df = results[0].dropna(how='all').fillna('')[columnOrder]
df.columns = headers
print(df)

列表索引超出范围错误：使用Beautifoul Soup进行网页抓取

2 个答案: