XML即可扩展标记语言(Extensible Markup Language), 其被设计为传输和存储数据,其焦点是数据的内容。 而熟悉的HTML则是 被设计用来显示数据,其焦点是数据的外观。
python里面操作XML有两种方法:DOM和SAX。
DOM会把整个XML读入内存,解析为树,因此占用内存大,解析慢,优点是可以任意遍历树的节点。
SAX是流模式,边读边解析,占用内存小,解析快,缺点是我们需要自己处理事件。
但是由于DOM太占内存所以一般采用SAX。
用SAX解析XML文件的时候我们通常只用关注三个件:start_element(读取标签头),end_element(读取标签尾)以及char_data(标签中间的内容)
比如要从这段xml代码里面获取到获取当天和第二天的天气
data = r'''<?xml version="1.0" encoding="UTF-8" standalone="yes" ?>
<rss version="2.0" xmlns:yweather="http://xml.weather.yahoo.com/ns/rss/1.0" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#">
<channel>
<title>Yahoo! Weather - Beijing, CN</title>
<lastBuildDate>Wed, 27 May 2015 11:00 am CST</lastBuildDate>
<yweather:location city="Beijing" region="" country="China"/>
<yweather:units temperature="C" distance="km" pressure="mb" speed="km/h"/>
<yweather:wind chill="28" direction="180" speed="14.48" />
<yweather:atmosphere humidity="53" visibility="2.61" pressure="1006.1" rising="0" />
<yweather:astronomy sunrise="4:51 am" sunset="7:32 pm"/>
<item>
<geo:lat>39.91</geo:lat>
<geo:long>116.39</geo:long>
<pubDate>Wed, 27 May 2015 11:00 am CST</pubDate>
<yweather:condition text="Haze" code="21" temp="28" date="Wed, 27 May 2015 11:00 am CST" />
<yweather:forecast day="Wed" date="27 May 2015" low="20" high="33" text="Partly Cloudy" code="30" />
<yweather:forecast day="Thu" date="28 May 2015" low="21" high="34" text="Sunny" code="32" />
<yweather:forecast day="Fri" date="29 May 2015" low="18" high="25" text="AM Showers" code="39" />
<yweather:forecast day="Sat" date="30 May 2015" low="18" high="32" text="Sunny" code="32" />
<yweather:forecast day="Sun" date="31 May 2015" low="20" high="37" text="Sunny" code="32" />
</item>
</channel>
</rss>
'''
from xml.parsers.expat import ParserCreate
class A(object):
def __init__(self):
self._data = {}
self._count = 0
def get_data(self):
return self._data
def start_element(self,name,attrs):
if name == 'yweather:location':
self._data['city'] = attrs['city']
self._data['country'] = attrs['country']
elif name == 'yweather:forecast':
if self._count == 0:
self._data['today'] = {}
self._data['today']['text'] = attrs['text']
self._data['today']['low'] = attrs['low']
self._data['today']['high'] = attrs['high']
self._count += 1
elif self._count ==1:
self._data['tomorrow'] = {}
self._data['tomorrow']['text'] = attrs['text']
self._data['tomorrow']['low'] = attrs['low']
self._data['tomorrow']['high'] = attrs['high']
self._count += 1
def end_element(self,name):
pass
def char_data(self,text):
pass
def parse_weather(xml):
p = ParserCreate()
a = A()
p.StartElementHandler = a.start_element
p.EndElementHandler = a.end_element
p.CharacterDataHandler = a.char_data
p.Parse(xml)
return a.get_data()
weather = parse_weather(data)
assert weather['city'] == 'Beijing', weather['city'] #这些assert语句是一个断点,如果城市不是北京就报错
assert weather['country'] == 'China', weather['country']
assert weather['today']['text'] == 'Partly Cloudy', weather['today']['text']
assert weather['today']['low'] == '20', weather['today']['low']
assert weather['today']['high'] == '33', weather['today']['high']
assert weather['tomorrow']['text'] == 'Sunny', weather['tomorrow']['text']
assert weather['tomorrow']['low'] == '21', weather['tomorrow']['low']
assert weather['tomorrow']['high'] == '34', weather['tomorrow']['high']
print('weather:',str(weather))
'''
输出:
weather: {'country': 'China', 'today': {'text': 'Partly Cloudy', 'low': '20', 'high': '33'}, 'tomorrow': {'text': 'Sunny', 'low': '21', 'high': '34'}, 'city': 'Beijing'}
'''
从这一段xml代码里面我们发现所需要的内容全部都是在标签头里面,所以只需要在start_element方法里面协商合适的判断条件去获得所需要的内容即可。
本文介绍如何利用Python的SAX方式解析XML文件,并通过具体案例演示如何获取天气预报信息。
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