2、Impala源代码分析
參考链接:http://www.sizeofvoid.net/wp-content/uploads/ImpalaIntroduction2.pdf
本章開始进入源代码分析阶段,參考链接是一篇很好的impala实现、执行流程介绍的文档,感谢作者。
2.1 Impala内部架构
Impala内部架构图例如以下:
图2-1 Impala内部架构
从图中能够看出,Impala三个部分:client、Impalad、StateStore的关系。
组件 |
说明 |
Client |
图中能够看到有三种,是Thriftclient,用来提交查询,连接到Impalad的21000port |
Impalad |
有frontEnd和backEnd两部分,包含三个Thrift Server(beeswax-server、hs2-server、be-server) |
StateStore |
各个impalad向其注冊,然后它向各个impalad更新集群中其它节点的状态 |
以下介绍一下Impalad组件的各个port,例如以下表:
属性 |
值 |
说明 |
|
Impalad组件port |
|
Impala 后台程序后端port |
22000 默认值 |
ImpalaBackendService 导出的port。 |
Impala Daemon Beeswax port |
21000 默认值 |
Impala Daemon 向 Beeswaxclient请求提供服务所使用的port。 |
Impala Daemon HiveServer2 port |
21050 默认值 |
Impala Daemon 向 HiveServer2client请求提供服务所使用的port。 |
StateStoreSubscriber 服务port |
23000 默认值 |
StateStoreSubscriberService 执行的port。 |
|
|
|
|
StateStore组件port |
|
StateStore 服务port |
24000 默认值 |
StateStoreService 导出的port。 |
StateStore HTTP serverport |
25010 默认值 |
StateStore 调试站点server执行的port。 |
当中beeswax_port=21000是用来给Beeswaxclient提供服务的port,比方图中的Hueclient、JDBC、Impala-shell三种client都会使用这个port;hs2_port=21050是用来给HiveServer2client提供服务的;be_port=22000是用来与内部的其它Impalad进程交互的port;state_store_subscriber_port=23000是用来向StateStated进程注冊自己和更新状态用的port;而StateStore组件里的24000port正是用来与Impalad的23000port进行交互的,其它port不太重要,不做介绍。
总体的代码文件结构例如以下:
2.2 Impalad代码分析
2.2.1 Impalad-main.cc
16 // This file contains the main() function for the impala daemon process, 17 // which exports the Thrift services ImpalaService and ImpalaInternalService. 18 19 #include <unistd.h> 20 #include <jni.h> 21 22 #include "common/logging.h" 23 #include "common/init.h" 24 #include "exec/hbase-table-scanner.h" 25 #include "exec/hbase-table-writer.h" 26 #include "runtime/hbase-table-factory.h" 27 #include "codegen/llvm-codegen.h" 28 #include "common/status.h" 29 #include "runtime/coordinator.h" 30 #include "runtime/exec-env.h" 31 #include "util/jni-util.h" 32 #include "util/network-util.h" 33 #include "rpc/thrift-util.h" 34 #include "rpc/thrift-server.h" 35 #include "rpc/rpc-trace.h" 36 #include "service/impala-server.h" 37 #include "service/fe-support.h" 38 #include "gen-cpp/ImpalaService.h" 39 #include "gen-cpp/ImpalaInternalService.h" 40 #include "util/impalad-metrics.h" 41 #include "util/thread.h" 42 43 using namespace impala; 44 using namespace std; 45 46 DECLARE_string(classpath); 47 DECLARE_bool(use_statestore); 48 DECLARE_int32(beeswax_port); 49 DECLARE_int32(hs2_port); 50 DECLARE_int32(be_port); 51 DECLARE_string(principal); 52 53 int main(int argc, char** argv) { 54 InitCommonRuntime(argc, argv, true); //參数解析,开启日志,基于Google gflags和glog 55 56 LlvmCodeGen::InitializeLlvm(); 57 JniUtil::InitLibhdfs(); //初始化JNI,由于Fe部分是java开发的 58 EXIT_IF_ERROR(HBaseTableScanner::Init()); 59 EXIT_IF_ERROR(HBaseTableFactory::Init()); 60 EXIT_IF_ERROR(HBaseTableWriter::InitJNI()); 61 InitFeSupport(); 62 63 // start backend service for the coordinator on be_port 64 ExecEnv exec_env; //ExecEnv是query/paln-fragment的运行环境 65 StartThreadInstrumentation(exec_env.metrics(), exec_env.webserver()); 66 InitRpcEventTracing(exec_env.webserver()); 67 68 ThriftServer* beeswax_server = NULL; 69 ThriftServer* hs2_server = NULL; 70 ThriftServer* be_server = NULL; //这是三个ThriftServer,原来服务client和其它impalad backend 71 ImpalaServer* server = NULL; //此server将上面三个ThriftServer包装起来对外提供服务 72 EXIT_IF_ERROR(CreateImpalaServer(&exec_env, FLAGS_beeswax_port, FLAGS_hs2_port, 73 FLAGS_be_port, &beeswax_server, &hs2_server, &be_server, &server)); //创建ImpalaServer 74 75 EXIT_IF_ERROR(be_server->Start()); //启动be_server 76 77 Status status = exec_env.StartServices(); //启动service,包含statestore_subscriber (用来向statestod进程注冊) 78 if (!status.ok()) { 79 LOG(ERROR) << "Impalad services did not start correctly, exiting. Error: " 80 << status.GetErrorMsg(); 81 ShutdownLogging(); 82 exit(1); 83 } 84 85 // this blocks until the beeswax and hs2 servers terminate 86 EXIT_IF_ERROR(beeswax_server->Start()); 87 EXIT_IF_ERROR(hs2_server->Start()); 88 ImpaladMetrics::IMPALA_SERVER_READY->Update(true); 89 LOG(INFO) << "Impala has started."; 90 beeswax_server->Join(); //堵塞等待beeswax-server退出才运行后面的语句 91 hs2_server->Join(); //堵塞等待hs2-server退出才继续运行后面语句 92 93 delete be_server; 94 delete beeswax_server; 95 delete hs2_server; 96 }
待续。。。