最近项目中需要使用thrift和php来读写HBase中的相关数据,所以就整理了下相关的类,做了下测试.
现在自己用到的操作HBase的方式主要有以下几种:
1.HBase Shell, 主要是配置后执行 shell 通过命令查看 HBase 中的数据,比如 count 'xxxx', scan 'xxxx' 等.
2.通过Native Java Api , 自己封装了一个 RESTfull的Api , 通过提供的Api(http)方式来操作HBase
3.使用Thrift 的序列化技术,Thrift支持C++,PHP,Python等语言,适合其他的异构系统操作HBase,这块刚刚尝试
4.使用HBasExplorer,之前写的一个图形化的客户端来操作HBase, http://www.cnblogs.com/scotoma/archive/2012/12/18/2824311.html
5. Hive/Pig , 这个现在还没真正的用过.
当前主要讲第三种方式 Thrift, 这个是Facebook开源出来的, 官方网站是 http://thrift.apache.org/ .
下载安装和启动,请看参考文章中的内容
查看是否跑成功...
使用php 类文件操作Hbase, 生成类文件的方式,请看参考文章中的生产的方法,不过我自己测试的生成方法有Bug,生成的 类文件中 namespace 是空的, 但是从官方源码库中生成的是 namespace Hbase, 所以这里需要注意一下.
我调试了一个驱动类文件,放到了github上了,大家需要的可以下载使用.
https://github.com/xinqiyang/buddy/tree/master/Vender/thrift
接下来进行测试操作,参考http://blog.csdn.net/hguisu/article/details/7298456 这里的测试类,写了个测试,并调试了下
<?php /*** Thrift Test Class by xinqiyang */ ini_set('display_error', E_ALL); $GLOBALS['THRIFT_ROOT'] = './lib'; /* Dependencies. In the proper order. */ require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Transport/TTransport.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Transport/TSocket.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Protocol/TProtocol.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Protocol/TBinaryProtocol.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Transport/TBufferedTransport.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Type/TMessageType.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Factory/TStringFuncFactory.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/StringFunc/TStringFunc.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/StringFunc/Core.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Type/TType.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Exception/TException.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Exception/TTransportException.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Thrift/Exception/TProtocolException.php'; /* Remember these two files? */ require_once $GLOBALS['THRIFT_ROOT'].'/Types.php'; require_once $GLOBALS['THRIFT_ROOT'].'/Hbase.php'; use Thrift\Protocol\TBinaryProtocol; use Thrift\Transport\TSocket; use Thrift\Transport\TSocketPool; use Thrift\Transport\TFramedTransport; use Thrift\Transport\TBufferedTransport; use Hbase\HbaseClient; //define host and port $host = '192.168.56.56'; $port = 9090; $socket = new Thrift\Transport\TSocket($host, $port); $transport = new TBufferedTransport($socket); $protocol = new TBinaryProtocol($transport); // Create a calculator client $client = new HbaseClient($protocol); $transport->open(); //echo "Time: " . $client -> time(); $tables = $client->getTableNames(); sort($tables); foreach ($tables as $name) { echo $name."\r\n"; } //create a fc and then create a table $columns = array( new \Hbase\ColumnDescriptor(array( 'name' => 'id:', 'maxVersions' => 10 )), new \Hbase\ColumnDescriptor(array( 'name' => 'name:' )), new \Hbase\ColumnDescriptor(array( 'name' => 'score:' )), ); $tableName = "student"; /* try { $client->createTable($tableName, $columns); } catch (AlreadyExists $ae) { var_dump( "WARN: {$ae->message}\n" ); } */ // get table descriptors $descriptors = $client->getColumnDescriptors($tableName); asort($descriptors); foreach ($descriptors as $col) { var_dump( " column: {$col->name}, maxVer: {$col->maxVersions}\n" ); } //set clomn //add update column data $time = time(); var_dump($time); $row = '2'; $valid = "foobar-".$time; $mutations = array( new \Hbase\Mutation(array( 'column' => 'score', 'value' => $valid )), ); $mutations1 = array( new \Hbase\Mutation(array( 'column' => 'score:a', 'value' => $time, )), ); $attributes = array ( ); //add row, write a row $row1 = $time; $client->mutateRow($tableName, $row1, $mutations1, $attributes); echo "-------write row $row1 ---\r\n"; //update row $client->mutateRow($tableName, $row, $mutations, $attributes); //get column data $row_name = $time; $fam_col_name = 'score:a'; $arr = $client->get($tableName, $row_name, $fam_col_name, $attributes); // $arr = array foreach ($arr as $k => $v) { // $k = TCell echo " ------ get one : value = {$v->value} , <br> "; echo " ------ get one : timestamp = {$v->timestamp} <br>"; } echo "----------\r\n"; $arr = $client->getRow($tableName, $row_name, $attributes); // $client->getRow return a array foreach ($arr as $k => $TRowResult) { // $k = 0 ; non-use // $TRowResult = TRowResult var_dump($TRowResult); } echo "----------\r\n"; /****** //no test public function scannerOpenWithScan($tableName, \Hbase\TScan $scan, $attributes); public function scannerOpen($tableName, $startRow, $columns, $attributes); public function scannerOpenWithStop($tableName, $startRow, $stopRow, $columns, $attributes); public function scannerOpenWithPrefix($tableName, $startAndPrefix, $columns, $attributes); public function scannerOpenTs($tableName, $startRow, $columns, $timestamp, $attributes); public function scannerOpenWithStopTs($tableName, $startRow, $stopRow, $columns, $timestamp, $attributes); public function scannerGet($id); public function scannerGetList($id, $nbRows); public function scannerClose($id); */ echo "----scanner get ------\r\n"; $startRow = '1'; $columns = array ('column' => 'score', ); // $scan = $client->scannerOpen($tableName, $startRow, $columns, $attributes); //$startAndPrefix = '13686667'; //$scan = $client->scannerOpenWithPrefix($tableName,$startAndPrefix,$columns,$attributes); //$startRow = '1'; //$stopRow = '2'; //$scan = $client->scannerOpenWithStop($tableName, $startRow, $stopRow, $columns, $attributes); //$arr = $client->scannerGet($scan); $nbRows = 1000; $arr = $client->scannerGetList($scan, $nbRows); var_dump('count of result :'.count($arr)); foreach ($arr as $k => $TRowResult) { // code... //var_dump($TRowResult); } $client->scannerClose($scan); //close transport $transport->close();
这里操作了 createTable , Insert Row , Get Table , Update Row,Scan Table 这些常用的,先熟悉下.
实际操作的时候,需要注意:
1.php的版本,需要支持命名空间,所以需要5.3以上的支持
2.安装thrift的php扩展,貌似这个没有实际用到,还是得使用相关的php文件,谁能写个扩展就好了.不知道性能是否能够提升.
3.对于scan的相关操作,测试了 start/stop, prefix的Scan,感觉还是可以的.
4.感觉php的命名空间很挫,怎么办..\分割感觉就是那么的不地道......
接下来,有时间的话,会做下其他的几个操作,并进行压力测试,并将这个部署到集群中去.
大家有用Thrift的欢迎交流,感谢hguisu写的这个文章(参考文章),让大家能够尽快的入门.
更新内容:
20130517 在集群上启动了Thrift发现写入操作的时候,还是不稳定,有比较严重的超时现象,对于这块的操作,需要进行 php 操作类的优化. 其实感觉操作类还是写的太复杂的了.
参考文章: