参考资料:https://www.liaoxuefeng.com/wiki/001374738125095c955c1e6d8bb493182103fac9270762a000/001407499098340324a6232bfee42348849d53c90576747000
1、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。正常情况下,优先考虑SAX,因为DOM实在太占内存。在Python中使用SAX解析XML非常简洁,通常我们关心的事件是start_element,end_element和char_data,准备好这3个函数,然后就可以解析xml了。下面是我的学习代码:
from xml.parsers.expat import ParserCreate class mySaxHandler(object): def start_element(self, name, attrs): print 'sax:start_element %s, attrs %s' % (name, attrs) def end_element(self, name): print 'sax:end_element %s' % name def char_data(self, text): print 'sax:char_data %s' % text def Test(): handler = mySaxHandler() parser = ParserCreate() parser.returns_unicode = True parser.StartElementHandler = handler.start_element parser.EndElementHandler = handler.end_element parser.CharacterDataHandler = handler.char_data xml = r'<?xml version="1.0"?>' xml = xml + r'<root>' xml = xml + 'data' xml = xml + r'</root>' parser.Parse(xml)
2、HTML本质上是XML的子集,但是HTML的语法没有XML那么严格,所以不能用标准的DOM或SAX来解析HTML。Python提供了HTMLParser来非常方便地解析HTML。下面是我的学习代码:
from HTMLParser import HTMLParser from htmlentitydefs import name2codepoint from collections import namedtuple #会议类 class Meeting(object): def __init__(self, name, time, address): #会议名称 self.name = name #会议时间 self.time = time #会议地址 self.address = address #解析标签元组类 Tag = namedtuple("Tag", ["name", "property", "value"]) #用于解析网站https://www.python.org/events/python-events/中包含的会议信息 class PythonMeetingParser(HTMLParser): def myInit(self): #会议列表 self.mList = [] #当前会议对象 self.m = None #解析标签对象列表 self.tags = [] #标题标签对象 self.tags.append(Tag('h3', 'class', 'event-title')) #时间标签对象 self.tags.append(Tag('time', None, None)) #地址标签对象 self.tags.append(Tag('span', 'class', 'event-location')) #标题内容标签对象 self.tags.append(Tag('a', None, None)) #当前标签类型 0-标题 1-时间 2-地址 3-标题内容 self.iTag = None self.iTag1 = None #判断当前标签类型 def getTagIndex(self, tag, attrs): result = -1 for t in self.tags: result = result + 1 if t.name == tag.lower(): if t.property != None and t.value != None: for att in attrs: if att[0].lower() == t.property and att[1].lower() == t.value: return result else: return result return None def handle_starttag(self, tag, attrs): self.iTag1 = self.getTagIndex(tag, attrs) if self.iTag1 != 3: self.iTag = self.iTag1 def handle_endtag(self, tag): pass def handle_startendtag(self, tag, attrs): pass def handle_data(self, data): if self.iTag != None and data != None: if self.iTag == 0 and self.iTag1 == 3: if self.m == None: self.m = Meeting(None, None, None) if data.replace('\n', '').replace(' ', '') != '': self.m.name = data.replace('\n', ' ') if self.iTag == 1: if self.m == None: self.m = Meeting(None, None, None) if data.replace('\n', '').replace(' ', '') != '': self.m.time = data.replace('\n', ' ').replace('\xe2', '-').replace('\x80', '-').replace('\x93', '-') if self.iTag == 2: if self.m == None: self.m = Meeting(None, None, None) if data.replace('\n', '').replace(' ', '') != '': self.m.address = data.replace('\n', ' ') if self.m != None and self.m.name != None and self.m.time != None and self.m.address != None: self.mList.append(self.m) self.m = None def handle_comment(self, data): pass def handle_entityref(self, name): pass def handle_charref(self, name): pass #测试入口 def Test(): parser = PythonMeetingParser() #接收一个待解析的文件名(手动复制上述网站的HTML源码保存到本地即可) s = raw_input("input a filename:") try: with open(s, 'r') as f: ss = f.read() parser.myInit() parser.feed(ss) c = len(parser.mList) if c > 0: print 'parser meeting count:', c print 'No.\tName\tTime\tAddress' i = 1 for mm in parser.mList: print '%d\t%s\t%s\t%s' % (i, mm.name, mm.time, mm.address) i = i + 1 else: print 'no metting' except BaseException, e: print 'Error on read file %s: %s' % (s, e.message)
注:HTMLParser.feed可连续调用多次,也就是不一定一次把整个HTML字符串都塞进去,可以一部分一部分塞进去。
今天就学习到这里啦,下一节从常用第三方模块学起。