由于Python中的ascii错误，将数据写入CSV时出错

问题描述

import requests
from bs4 import BeautifulSoup
import csv
from urlparse import urljoin
import urllib2


base_url = 'http://www.baseball-reference.com'
data = requests.get("http://www.baseball-reference.com/teams/BAL/2014-schedule-scores.shtml")
soup = BeautifulSoup(data.content)
outfile = open("./Balpbp.csv", "wb")
writer = csv.writer(outfile)

url = []
for link in soup.find_all('a'):

    if not link.has_attr('href'):
        continue

    if link.get_text() != 'boxscore':
        continue

    url.append(base_url + link['href'])

for list in url:
    response = requests.get(list)
    html = response.content
    soup = BeautifulSoup(html)


    table = soup.find('table', attrs={'id': 'play_by_play'})

    list_of_rows = []
    for row in table.findAll('tr'):
        list_of_cells = []
        for cell in row.findAll('td'):
            text = cell.text.replace(' ', '')
            list_of_cells.append(text)
        list_of_rows.append(list_of_cells)
    writer.writerows(list_of_rows)

以下是错误信息：

Traceback (most recent call last):
  File "try.py", line 40, in <module>
    writer.writerows(list_of_rows)
UnicodeEncodeError: 'ascii' codec can't encode character u'\xa0' in position 57: ordinal not in range(128)

当我将数据写入csv时，最终数据中包含\x ... stuff的数据会阻止数据被写入csv。如何更改数据以删除此部分数据或执行某些操作来避开此问题？

When I write the data to a csv I end up with data that contains \x... stuff in the data pieces which prevents the data from being written to a csv. How could I change the data to delete this part of the data or do something to circumvent this issue?

推荐答案

与csv模块与python2，你需要 encode 字符串：

You cannot use unicode with the csv module with python2, you need to encode the strings:

注意

text = cell.text.replace(' ', '').encode("utf-8")

编码后输出： / p>

Output after encoding:

Top of the 1st, Red Sox Batting, Tied 0-0, Orioles' Chris Tillman facing 1-2-3
"
t1,0-0,0,---,"7,(2-2) CBBFFFX",O,BOS,D. Nava,C. Tillman,2%,52%,Groundout: P-1B (P's Right)
t1,0-0,1,---,"4,(1-2) BCFX",,BOS,D. Pedroia,C. Tillman,-2%,50%,Single to RF (Line Drive to Short RF)
t1,0-0,1,1--,"5,(1-2) CFBFT",O,BOS,D. Ortiz,C. Tillman,3%,52%,Strikeout Swinging
t1,0-0,2,1--,"4,(0-2) C1CFS",O,BOS,M. Napoli,C. Tillman,2%,55%,Strikeout Swinging
,,,,,,,,,"0 runs, 1 hit, 0 errors, 1 LOB. Red Sox 0, Orioles 0."
"Bottom of the 1st, Orioles Batting, Tied 0-0, Red Sox' Jon Lester facing 1-2-3
"
b1,0-0,0,---,"4,(1-2) CBFX",O,BAL,N. Markakis,J. Lester,-2%,52%,Groundout: 3B-1B (Weak 3B)
b1,0-0,1,---,"6,(3-2) BBFFBX",,BAL,J. Hardy,J. Lester,2%,55%,Single to LF (Line Drive)
b1,0-0,1,1--,"4,(1-2) FBSX",O,BAL,A. Jones,J. Lester,-3%,52%,Popfly: SS (Deep SS)
b1,0-0,2,1--,"5,(1-2) FFBFS",O,BAL,C. Davis,J. Lester,-2%,50%,Strikeout Swinging
....................................

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