如何用Python高效地将解析后的XML文档存储到MySQL数据库中?

6 投票
1 回答
1479 浏览
提问于 2025-04-17 01:38

以下是XML文件:book.xml

<?xml version="1.0" ?>
<!--Sample XML Document-->
<bookstore>
    <book _id="E7854">
       <title>
          Sample XML Book
       </title>
       <author>
          <name _id="AU363">
         <first>
            Benjamin
         </first>

         <last>
            Smith
         </last>
          </name>
          <affiliation>
         A
          </affiliation>
       </author>
       <chapter number="1">
          <title>
         First Chapter
          </title>
          <para>
         B
         <count>
            783
         </count>
         .
          </para>
       </chapter>
       <chapter number="3">
          <title>
         Third Chapter
          </title>
          <para>
         B
         <count>
           59
         </count>
         .
          </para>
       </chapter>
    </book>
    <book _id="C843">
       <title>
          XML Master
       </title>
       <author>
          <name _id="AU245">
         <first>
            John
         </first>

         <last>
            Doe
         </last>
          </name>
          <affiliation>
         C
          </affiliation>
       </author>
       <chapter number="2">
          <title>
         Second Chapter
          </title>
          <para>
         K
         <count>
            54
         </count>
         .
          </para>
       </chapter>
       <chapter number="3">
          <title>
         Third Chapter
          </title>
          <para>
         K
         <count>
            328
         </count>
         .
          </para>
       </chapter>
       <chapter number="7">
          <title>
         Seventh Chapter
          </title>
          <para>
         K
         <count>
            265
         </count>
         .
          </para>
       </chapter>
       <chapter number="9">
          <title>
         Ninth Chapter
          </title>
          <para>
         K
         <count>
            356
         </count>
         .
          </para>
       </chapter>
    </book> 
</bookstore>

以下是Python代码:book_dom.py

from xml.dom import minidom, Node
import re, textwrap

class SampleScanner:
    def __init__(self, doc):
        for child in doc.childNodes:
            if child.nodeType == Node.ELEMENT_NODE and child.tagName == 'bookstore':
                self.handleBookStore(child)

    def gettext(self, nodelist):
        retlist = []
        for node in nodelist:
            if node.nodeType == Node.TEXT_NODE:
                retlist.append(node.wholeText)
            elif node.hasChildNodes:
                retlist.append(self.gettext(node.childNodes))

        return re.sub('\s+', ' ', ''.join(retlist))

    def handleBookStore(self, node):
        for child in node.childNodes:
            if child.nodeType != Node.ELEMENT_NODE:
                continue
            if child.tagName == 'book':
        self.handleBook(child)

    def handleBook(self, node):
        for child in node.childNodes:
            if child.nodeType != Node.ELEMENT_NODE:
                continue
            if child.tagName == 'title':
                print "Book title is:", self.gettext(child.childNodes)
            if child.tagName == 'author':
                self.handleAuthor(child)
            if child.tagName == 'chapter':
                self.handleChapter(child)

    def handleAuthor(self, node):
        for child in node.childNodes:
            if child.nodeType != Node.ELEMENT_NODE:
                continue
            if child.tagName == 'name':
                self.handleAuthorName(child)
            elif child.tagName == 'affiliation':
                print "Author affiliation:", self.gettext([child])

    def handleAuthorName(self, node):
        surname = self.gettext(node.getElementsByTagName("last"))
        givenname = self.gettext(node.getElementsByTagName("first"))
        print "Author Name: %s, %s" % (surname, givenname)

    def handleChapter(self, node):
        print " *** Start of Chapter %s: %s" % (node.getAttribute('number'),
             self.gettext(node.getElementsByTagName('title')))
        for child in node.childNodes:
            if child.nodeType != Node.ELEMENT_NODE:
                continue
            if child.tagName == 'para':
                self.handlePara(child)

    def handlePara(self, node):
        partext = self.gettext([node])
        partext = textwrap.fill(partext)
        print partext
        print

doc = minidom.parse('book.xml') 
SampleScanner(doc)

输出结果:~/$ python book_dom.py

Book ID :  E7854
Book title is:  Sample XML Book 
Name ID :  AU363
Author Name:  Smith ,  Benjamin 
Author affiliation:  A 
 *** Start of Chapter 1:  First Chapter 
 B 783 .

 *** Start of Chapter 3:  Third Chapter 
 B 59 .

Book ID :  C843
Book title is:  XML Master 
Name ID :  AU245
Author Name:  Doe ,  John 
Author affiliation:  C 
 *** Start of Chapter 2:  Second Chapter 
 K 54 .

 *** Start of Chapter 3:  Third Chapter 
 K 328 .

 *** Start of Chapter 7:  Seventh Chapter 
 K 265 .

 *** Start of Chapter 9:  Ninth Chapter 
 K 356 .

我的目标是把书籍存储在“Books”表中,把作者信息存储在“Authors”表中,同时保持书籍和作者之间的关系(使用MySQL数据库)。

**Book table :**
id    |title
E7854  Sample XML Book
....

**Chapter table :**
book_id|chapter_number|title        |para
E7854   1              First Chapter B 783 .
E7854   3              Third Chapter B 59 .
....

**Author table :**
id    |book_id  |name           |Affiliation
AU363  E7854     Smith Benjamin  A
....

如果我有几千本书和作者(还有章节),我该如何把这些数据存储到数据库里呢?我在唯一标识每本书和每位作者的数据集时遇到了困难。我可以使用ID并把它们传递给函数来保持关系,但我不确定这样做是否是最好的方法。任何建议都非常感谢。

附言:我正在处理脚本的SQL部分,测试后会更新。如果你有想法或代码示例,欢迎分享。谢谢!

1 个回答

2

根据你上面的评论,我会简单地创建几个类:一本书的类,一个作者的类,一个作者列表的类,还有一个章节的类。把书的章节放到一个章节对象的列表里,直接在书的类里面管理。作者列表可以用一个字典来保存,字典的键是作者的ID,值是实际的作者对象。书的对象里可以有一个数据成员来存放作者的ID;你还可以提供一个方法,方便从作者列表的字典中取出对应的作者。

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