需求
有一个表,里面数据量比较大,每天一更新,其字段可以通过xml配置文件进行配置,即,可能每次建表的字段不一样。
上游跑时会根据配置从源文件中提取,到入库这一步需要根据配置进行建表。
解决
写了一个简单的xml,配置需要字段及类型
上游读取到对应的数据
入库这一步,先把原表删除,根据配置建新表
XML文件
处理脚本
#!/usr/bin/python
# -*- coding:utf-8 -*-
#author: wklken
#desc: use to read db xml config.
#-----------------------
#2012-02-18 created
#----------------------
import sys,os
from xml.dom import minidom, Node
def read_dbconfig_xml(xml_file_path):
content = {}
root = minidom.parse(xml_file_path)
table = root.getElementsByTagName(\"table\")[0]
#read dbname and table name.
table_name = table.getAttribute(\"name\")
db_name = table.getAttribute(\"db_name\")
if len(table_name) > 0 and len(db_name) > 0:
db_sql = \"create database if not exists `\" + db_name +\"`; use \" + db_name + \";\"
table_drop_sql = \"drop \" + table_name + \" if exists \" + table_name + \";\"
content.update({\"db_sql\" : db_sql})
content.update({\"table_sql\" : table_drop_sql })
else:
print \"Error:attribute is not define well! db_name=\" + db_name + \" ;table_name=\" + table_name
sys.exit(1)
#print table_name, db_name
table_create_sql = \"create table \" + table_name +\"(\"
#read primary cell
primary_key = table.getElementsByTagName(\"primary_key\")[0]
primary_key_name = primary_key.getElementsByTagName(\"name\")[0].childNodes[0].nodeValue
table_create_sql += primary_key_name + \" INTEGER NOT NULL AUTO_INCREMENT PRIMARY KEY,\"
#print primary_key.toxml()
#read ordernary field
fields = table.getElementsByTagName(\"field\")
f_index = 0
for field in fields:
f_index += 1
name = field.getElementsByTagName(\"name\")[0].childNodes[0].nodeValue
type = field.getElementsByTagName(\"type\")[0].childNodes[0].nodeValue
table_create_sql += name + \" \" + type
if f_index != len(fields):
table_create_sql += \",\"
is_index = field.getElementsByTagName(\"is_index\")[0].childNodes[0].nodeValue
table_create_sql += \");\"
content.update({\"table_create_sql\" : table_create_sql})
#character set latin1 collate latin1_danish_ci;
print content
if __name__ == \"__main__\":
read_dbconfig_xml(sys.argv[1])
PYTHON解析XML大文件[SAX]
需求
读取xml数据文件,文件较大,需要实时处理插入到数据库
xml文档
100000 男 北京,海淀区437 1989 333 242 null 大学 1 2月14日
处理
sax处理时并不会像dom一样可以以类似节点的维度进行读取,它只有 开始标签 内容 结束标签 之分
处理思想是:通过一个handler,对开始标签,内容,结束标签各有一个处理函数
代码及注解
person 处理类
from xml.sax import handler,parseString
class PersonHandler(handler.ContentHandler):
def __init__(self, db_ops):
#db op obj
self.db_ops = db_ops
#存储一个person的map
self.person = {}
#当前的tag
self.current_tag = \"\"
#是否是tag之间的内容 ,目的拿到tag间内容,不受空白的干扰
self.in_quote = 0
#开始,清空map
def startElement(self, name, attr):
#以person,清空map
if name == \"person\":
self.person = {}
#记录 状态
self.current_tag = name
self.in_quote = 1
#结束,插入数据库
def endElement(self, name):
#以person结尾 代表读取一个person的信息结束
if name == \"person\":
#do something
in_fields = tuple([ (\'\"\' + self.person.get(i,\"\") + \'\"\') for i in fields ])
print in_sql % in_fields
db_ops.insert( in_sql%(in_fields))
#处理
self.in_quote = 0
def characters(self, content):
#若是在tag之间的内容,更新到map中
if self.in_quote:
self.person.update({self.current_tag: content})
加上入库的完整代码
#!/usr/bin/python
# -*- coding:utf-8 -*-
#parse_person.py
#version : 0.1
#author : wukunliang@163.com
#desc : parse person.xml and out sql
import sys,os
import MySQLdb
reload(sys)
sys.setdefaultencoding(\'utf-8\')
in_sql = \"insert into person(id,sex,address,fansNum,summary,wbNum,gzNum,blog,edu,work,renZh,brithday) values(%s, %s, %s, %s, %s, %s,
%s, %s, %s, %s, %s, %s)\"
fields = (\"id\",\"sex\",\"address\",\"fansNum\",\"summary\",\"wbNum\",\"gzNum\",\"blog\",\"edu\",\"work\",\"renZh\",\"brithday\")
#数据库方法
class Db_Connect:
def __init__(self, db_host, user, pwd, db_name, charset=\"utf8\", use_unicode = True):
print \"init begin\"
print db_host, user, pwd, db_name, charset , use_unicode
self.conn = MySQLdb.Connection(db_host, user, pwd, db_name, charset=charset , use_unicode=use_unicode)
print \"init end\"
def insert(self, sql):
try:
n = self.conn.cursor().execute(sql)
return n
except MySQLdb.Warning, e:
print \"Error: execute sql \'\",sql,\"\' failed\"
def close(self):
self.conn.close()
#person 处理类
from xml.sax import handler,parseString
class PersonHandler(handler.ContentHandler):
def __init__(self, db_ops):
#db op obj
self.db_ops = db_ops
#存储一个person的map
self.person = {}
#当前的tag
self.current_tag = \"\"
#是否是tag之间的内容
self.in_quote = 0
#开始,清空map
def startElement(self, name, attr):
#以person,清空map
if name == \"person\":
self.person = {}
#记录 状态
self.current_tag = name
self.in_quote = 1
#结束,插入数据库
def endElement(self, name):
#以person结尾 代表读取一个person的信息结束
if name == \"person\":
#do something
in_fields = tuple([ (\'\"\' + self.person.get(i,\"\") + \'\"\') for i in fields ])
print in_sql % in_fields
db_ops.insert( in_sql%(in_fields))
#处理
self.in_quote = 0
def characters(self, content):
#若是在tag之间的内容,更新到map中
if self.in_quote:
self.person.update({self.current_tag: content})
if __name__ == \"__main__\":
f = open(\"./person.xml\")
#如果源文件gbk 转码 若是utf-8,去掉decode.encode
db_ops = Db_Connect(\"127.0.0.1\", \"root\", \"root\", \"test\")
parseString(f.read().decode(\"gbk\").encode(\"utf-8\"), PersonHandler(db_ops))
f.close()
db_ops.close()