1. Kerberos是一种计算机网络授权协议,用来在非安全网络中,对个人通信以安全的手段进行身份认证。具体请查阅官网
2. 需要安装的包(基于centos)
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yum install libsasl2 - dev yum install gcc - c + + python - devel.x86_64 cyrus - sasl - devel.x86_64 yum install python - devel yum install krb5 - devel yum install python - krbV pip install krbcontext = = 0.9 pip install thrift = = 0.9 . 3 pip install thrift - sasl = = 0.2 . 1 pip install impyla = = 0.14 . 1 pip install hdfs[kerberos] pip install pykerberos = = 1.2 . 1 |
3. /etc/krb5.conf 配置, 在这个文件里配置你服务器所在的域
4./etc/hosts 配置, 配置集群机器和域所在机器
5. 通过kinit 生成 ccache_file或者keytab_file
6. 连接hive代码如下
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import os from impala.dbapi import connect from krbcontext import krbcontext keytab_path = os.path.split(os.path.realpath(__file__))[ 0 ] + '/xxx.keytab' principal = 'xxx' with krbcontext(using_keytab = True ,principal = principal,keytab_file = keytab_path): conn = connect(host = ip, port = 10000 , auth_mechanism = 'GSSAPI' , kerberos_service_name = 'hive' ) cursor = conn.cursor() cursor.execute( 'SELECT * FROM default.books' ) for row in cursor: print (row) |
7. 连接hdfs代码如下
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from hdfs.ext.kerberos import KerberosClient from krbcontext import krbcontext hdfs_url = 'http://' + host + ':' + port data = self ._get_keytab(sso_ticket) self ._save_keytab(data) with krbcontext(using_keytab = True , keytab_file = self .keytab_file, principal = self .user): self .client = KerberosClient(hdfs_url) self .client._list_status(path).json()[ 'FileStatuses' ][ 'FileStatus' ] #获取path下文件及文件夹 |
8. 注:krbcontext这个包官方说支持python2,但是python3也能用
这个hdfs_url 一定要带"http://"不然会报错
9. 我新增了一些配置文件配置,具体的操作如下
python3.6.5基于kerberos认证的hdfs,hive连接调用(含基础环境配置)
1需要准备的环境
yum包(需要先装yum包,再装python包,不然会有问题)
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yum install openldap - clients - y yum install krb5 - workstation krb5 - libs - y yum install gcc - c + + python - devel.x86_64 cyrus - sasl - devel.x86_64 yum install python - devel yum install krb5 - devel yum install python - krbV yum install cyrus - sasl - plain cyrus - sasl - devel cyrus - sasl - gssapi |
python包安装(pip或pip3,请根据实际情况选择)
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pip install krbcontext = = 0.9 pip install thrift = = 0.9 . 3 pip install thrift - sasl = = 0.2 . 1 pip install impyla = = 0.14 . 1 pip install hdfs[kerberos] pip install pykerberos = = 1.2 . 1 |
配置/etc/hosts文件(需要把大数据平台的机器和域名进行配置)
10.xxx.xxx.xxx name-1 panel.test.com
10.xxx.xxx.xxx name-1
配置/etc/krb5.conf(具体查看kerberos服务配置中心)
参考配置(仅供参考,具体更具自己实际配置修改)
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[libdefaults] renew_lifetime = 9d forwardable = true default_realm = PANEL.COM ticket_lifetime = 24h dns_lookup_realm = false dns_lookup_kdc = false default_ccache_name = / tmp / krb5cc_ % {uid} [logging] default = FILE : / var / log / krb5kdc.log admin_server = FILE : / var / log / kadmind1.log kdc = FILE : / var / log / krb5kdc1.log [realms] PANEL.COM = { admin_server = panel.test1.com kdc = panel.test1.com } |
连接代码:
hdfs:
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import json, os from hdfs.ext.kerberos import KerberosClient from krbcontext import krbcontext def _connect( self , host, port, sso_ticket = None ): try : hdfs_url = 'http://' + host + ':' + port active_str = 'kinit -kt {0} {1}' . format ( self .keytab_file, self .user) # 激活当前kerberos用户认证,因为python缓存机制,切换用户,这个缓存不会自动切换,需要手动处理下 os.system(active_str) with krbcontext(using_keytab = True , keytab_file = self .keytab_file, principal = self .user): self .client = KerberosClient(hdfs_url) except Exception as e: raise e |
hive
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import os from krbcontext import krbcontext from impala.dbapi import connect from auto_model_platform.settings import config def _connect( self , host, port, sso_ticket = None ): try : active_str = 'kinit -kt {0} {1}' . format ( self .keytab_file, self .user) # 同hdfs os.system(active_str) with krbcontext(using_keytab = True , principal = self .user, keytab_file = self .keytab_file): self .conn = connect(host = host, port = port, auth_mechanism = 'GSSAPI' , kerberos_service_name = 'hive' ) self .cursor = self .conn.cursor() except Exception as e: raise e |
总结
我在做的时候也遇到很多坑,其实在这个需要理解其中原理,比如kerberos的机制和对应命令
如果是做基础平台用,用多用户切换的情况,建议不要用python,因为一点都不友好,官方包问题很多,我都改用java的jdbc去操作hdfs和hive了
如果只是自己测试和和做算法研究,还是可以用的,因为这个代码简单,容易实现
补充
kinit命令
kinit -kt xxxx.keytab #激活xxxx用户当前缓存
kinit list #查看当前缓存用户
以上这篇python3.6.5基于kerberos认证的hive和hdfs连接调用方式就是小编分享给大家的全部内容了,希望能给大家一个参考,也希望大家多多支持服务器之家。
原文链接:https://blog.csdn.net/u012133034/article/details/94460278