聊聊skywalking的jvm-receiver-plugin

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    阅读 11 分钟

    序

    本文主要研究一下skywalking的jvm-receiver-plugin

    JVMModuleProvider

    skywalking-6.6.0/oap-server/server-receiver-plugin/skywalking-jvm-receiver-plugin/src/main/java/org/apache/skywalking/oap/server/receiver/jvm/provider/JVMModuleProvider.java

    public class JVMModuleProvider extends ModuleProvider {

    @Override public String name() {
        return "default";
    }

    @Override public Class<? extends ModuleDefine> module() {
        return JVMModule.class;
    }

    @Override public ModuleConfig createConfigBeanIfAbsent() {
        return null;
    }

    @Override public void prepare() {
    }

    @Override public void start() {
        GRPCHandlerRegister grpcHandlerRegister = getManager().find(SharingServerModule.NAME).provider().getService(GRPCHandlerRegister.class);
        grpcHandlerRegister.addHandler(new JVMMetricsServiceHandler(getManager()));
        grpcHandlerRegister.addHandler(new JVMMetricReportServiceHandler(getManager()));
    }

    @Override public void notifyAfterCompleted() {

    }

    @Override public String[] requiredModules() {
        return new String[] {CoreModule.NAME, SharingServerModule.NAME};
    }
}
    • JVMModuleProvider继承了ModuleProvider，其start方法获取grpcHandlerRegister然后添加JVMMetricsServiceHandler、JVMMetricReportServiceHandler

    JVMMetricsService.proto

    skywalking-6.6.0/apm-protocol/apm-network/src/main/proto/language-agent/JVMMetricsService.proto

    syntax = "proto3";

option java_multiple_files = true;
option java_package = "org.apache.skywalking.apm.network.language.agent";
option csharp_namespace = "SkyWalking.NetworkProtocol";

import "language-agent/Downstream.proto";
import "common/JVM.proto";

service JVMMetricsService {
    rpc collect (JVMMetrics) returns (Downstream) {
    }
}

message JVMMetrics {
    repeated JVMMetric metrics = 1;
    int32 applicationInstanceId = 2;
}
    • JVMMetricsService.proto定义了JVMMetricsService服务，它有一个collect方法接收JVMMetrics类型的参数

    JVMMetricsServiceHandler

    skywalking-6.6.0/oap-server/server-receiver-plugin/skywalking-jvm-receiver-plugin/src/main/java/org/apache/skywalking/oap/server/receiver/jvm/provider/handler/JVMMetricsServiceHandler.java

    public class JVMMetricsServiceHandler extends JVMMetricsServiceGrpc.JVMMetricsServiceImplBase implements GRPCHandler {

    private static final Logger logger = LoggerFactory.getLogger(JVMMetricsServiceHandler.class);

    private final JVMSourceDispatcher jvmSourceDispatcher;

    public JVMMetricsServiceHandler(ModuleManager moduleManager) {
        this.jvmSourceDispatcher = new JVMSourceDispatcher(moduleManager);
    }

    @Override public void collect(JVMMetrics request, StreamObserver<Downstream> responseObserver) {
        int serviceInstanceId = request.getApplicationInstanceId();

        if (logger.isDebugEnabled()) {
            logger.debug("receive the jvm metrics from service instance, id: {}", serviceInstanceId);
        }

        request.getMetricsList().forEach(metrics -> {
            long minuteTimeBucket = TimeBucket.getMinuteTimeBucket(metrics.getTime());
            jvmSourceDispatcher.sendMetric(serviceInstanceId, minuteTimeBucket, metrics);
        });

        responseObserver.onNext(Downstream.newBuilder().build());
        responseObserver.onCompleted();
    }

}
    • JVMMetricsServiceHandler继承了JVMMetricsServiceGrpc.JVMMetricsServiceImplBase，其构造器创建JVMSourceDispatcher；其collect方法遍历request.getMetricsList()挨个执行jvmSourceDispatcher.sendMetric(serviceInstanceId, minuteTimeBucket, metrics)

    JVMMetric.proto

    skywalking-6.6.0/apm-protocol/apm-network/src/main/proto/language-agent-v2/JVMMetric.proto

    syntax = "proto3";

option java_multiple_files = true;
option java_package = "org.apache.skywalking.apm.network.language.agent.v2";
option csharp_namespace = "SkyWalking.NetworkProtocol";

import "common/common.proto";
import "common/JVM.proto";

service JVMMetricReportService {
    rpc collect (JVMMetricCollection) returns (Commands) {
    }
}

message JVMMetricCollection {
    repeated JVMMetric metrics = 1;
    int32 serviceInstanceId = 2;
}
    • JVMMetric.proto定义了JVMMetricReportService服务，它有一个collect方法接收JVMMetricCollection类型的参数

    JVMMetricReportServiceHandler

    skywalking-6.6.0/oap-server/server-receiver-plugin/skywalking-jvm-receiver-plugin/src/main/java/org/apache/skywalking/oap/server/receiver/jvm/provider/handler/JVMMetricReportServiceHandler.java

    public class JVMMetricReportServiceHandler extends JVMMetricReportServiceGrpc.JVMMetricReportServiceImplBase implements GRPCHandler {

    private static final Logger logger = LoggerFactory.getLogger(JVMMetricReportServiceHandler.class);

    private final JVMSourceDispatcher jvmSourceDispatcher;

    public JVMMetricReportServiceHandler(ModuleManager moduleManager) {
        this.jvmSourceDispatcher = new JVMSourceDispatcher(moduleManager);
    }

    @Override public void collect(JVMMetricCollection request, StreamObserver<Commands> responseObserver) {
        int serviceInstanceId = request.getServiceInstanceId();

        if (logger.isDebugEnabled()) {
            logger.debug("receive the jvm metrics from service instance, id: {}", serviceInstanceId);
        }

        request.getMetricsList().forEach(metrics -> {
            long minuteTimeBucket = TimeBucket.getMinuteTimeBucket(metrics.getTime());
            jvmSourceDispatcher.sendMetric(serviceInstanceId, minuteTimeBucket, metrics);
        });

        responseObserver.onNext(Commands.newBuilder().build());
        responseObserver.onCompleted();
    }

}
    • JVMMetricReportServiceHandler继承了JVMMetricReportServiceGrpc.JVMMetricReportServiceImplBase，其构造器创建JVMSourceDispatcher；其collect方法遍历request.getMetricsList()挨个执行jvmSourceDispatcher.sendMetric(serviceInstanceId, minuteTimeBucket, metrics)

    JVMSourceDispatcher

    skywalking-6.6.0/oap-server/server-receiver-plugin/skywalking-jvm-receiver-plugin/src/main/java/org/apache/skywalking/oap/server/receiver/jvm/provider/handler/JVMSourceDispatcher.java

    public class JVMSourceDispatcher {
    private static final Logger logger = LoggerFactory.getLogger(JVMSourceDispatcher.class);
    private final SourceReceiver sourceReceiver;
    private final ServiceInstanceInventoryCache instanceInventoryCache;

    public JVMSourceDispatcher(ModuleManager moduleManager) {
        this.sourceReceiver = moduleManager.find(CoreModule.NAME).provider().getService(SourceReceiver.class);
        this.instanceInventoryCache = moduleManager.find(CoreModule.NAME).provider().getService(ServiceInstanceInventoryCache.class);
    }

    void sendMetric(int serviceInstanceId, long minuteTimeBucket, JVMMetric metrics) {
        ServiceInstanceInventory serviceInstanceInventory = instanceInventoryCache.get(serviceInstanceId);
        int serviceId;
        if (Objects.nonNull(serviceInstanceInventory)) {
            serviceId = serviceInstanceInventory.getServiceId();
        } else {
            logger.warn("Can't find service by service instance id from cache, service instance id is: {}", serviceInstanceId);
            return;
        }

        this.sendToCpuMetricProcess(serviceId, serviceInstanceId, minuteTimeBucket, metrics.getCpu());
        this.sendToMemoryMetricProcess(serviceId, serviceInstanceId, minuteTimeBucket, metrics.getMemoryList());
        this.sendToMemoryPoolMetricProcess(serviceId, serviceInstanceId, minuteTimeBucket, metrics.getMemoryPoolList());
        this.sendToGCMetricProcess(serviceId, serviceInstanceId, minuteTimeBucket, metrics.getGcList());
    }

    private void sendToCpuMetricProcess(int serviceId, int serviceInstanceId, long timeBucket, CPU cpu) {
        ServiceInstanceJVMCPU serviceInstanceJVMCPU = new ServiceInstanceJVMCPU();
        serviceInstanceJVMCPU.setId(serviceInstanceId);
        serviceInstanceJVMCPU.setName(Const.EMPTY_STRING);
        serviceInstanceJVMCPU.setServiceId(serviceId);
        serviceInstanceJVMCPU.setServiceName(Const.EMPTY_STRING);
        serviceInstanceJVMCPU.setUsePercent(cpu.getUsagePercent());
        serviceInstanceJVMCPU.setTimeBucket(timeBucket);
        sourceReceiver.receive(serviceInstanceJVMCPU);
    }

    private void sendToGCMetricProcess(int serviceId, int serviceInstanceId, long timeBucket, List<GC> gcs) {
        gcs.forEach(gc -> {
            ServiceInstanceJVMGC serviceInstanceJVMGC = new ServiceInstanceJVMGC();
            serviceInstanceJVMGC.setId(serviceInstanceId);
            serviceInstanceJVMGC.setName(Const.EMPTY_STRING);
            serviceInstanceJVMGC.setServiceId(serviceId);
            serviceInstanceJVMGC.setServiceName(Const.EMPTY_STRING);

            switch (gc.getPhrase()) {
                case NEW:
                    serviceInstanceJVMGC.setPhrase(GCPhrase.NEW);
                    break;
                case OLD:
                    serviceInstanceJVMGC.setPhrase(GCPhrase.OLD);
                    break;
            }

            serviceInstanceJVMGC.setTime(gc.getTime());
            serviceInstanceJVMGC.setCount(gc.getCount());
            serviceInstanceJVMGC.setTimeBucket(timeBucket);
            sourceReceiver.receive(serviceInstanceJVMGC);
        });
    }

    private void sendToMemoryMetricProcess(int serviceId, int serviceInstanceId, long timeBucket,
        List<Memory> memories) {
        memories.forEach(memory -> {
            ServiceInstanceJVMMemory serviceInstanceJVMMemory = new ServiceInstanceJVMMemory();
            serviceInstanceJVMMemory.setId(serviceInstanceId);
            serviceInstanceJVMMemory.setName(Const.EMPTY_STRING);
            serviceInstanceJVMMemory.setServiceId(serviceId);
            serviceInstanceJVMMemory.setServiceName(Const.EMPTY_STRING);
            serviceInstanceJVMMemory.setHeapStatus(memory.getIsHeap());
            serviceInstanceJVMMemory.setInit(memory.getInit());
            serviceInstanceJVMMemory.setMax(memory.getMax());
            serviceInstanceJVMMemory.setUsed(memory.getUsed());
            serviceInstanceJVMMemory.setCommitted(memory.getCommitted());
            serviceInstanceJVMMemory.setTimeBucket(timeBucket);
            sourceReceiver.receive(serviceInstanceJVMMemory);
        });
    }

    private void sendToMemoryPoolMetricProcess(int serviceId, int serviceInstanceId, long timeBucket,
        List<MemoryPool> memoryPools) {

        memoryPools.forEach(memoryPool -> {
            ServiceInstanceJVMMemoryPool serviceInstanceJVMMemoryPool = new ServiceInstanceJVMMemoryPool();
            serviceInstanceJVMMemoryPool.setId(serviceInstanceId);
            serviceInstanceJVMMemoryPool.setName(Const.EMPTY_STRING);
            serviceInstanceJVMMemoryPool.setServiceId(serviceId);
            serviceInstanceJVMMemoryPool.setServiceName(Const.EMPTY_STRING);

            switch (memoryPool.getType()) {
                case NEWGEN_USAGE:
                    serviceInstanceJVMMemoryPool.setPoolType(MemoryPoolType.NEWGEN_USAGE);
                    break;
                case OLDGEN_USAGE:
                    serviceInstanceJVMMemoryPool.setPoolType(MemoryPoolType.OLDGEN_USAGE);
                    break;
                case PERMGEN_USAGE:
                    serviceInstanceJVMMemoryPool.setPoolType(MemoryPoolType.PERMGEN_USAGE);
                    break;
                case SURVIVOR_USAGE:
                    serviceInstanceJVMMemoryPool.setPoolType(MemoryPoolType.SURVIVOR_USAGE);
                    break;
                case METASPACE_USAGE:
                    serviceInstanceJVMMemoryPool.setPoolType(MemoryPoolType.METASPACE_USAGE);
                    break;
                case CODE_CACHE_USAGE:
                    serviceInstanceJVMMemoryPool.setPoolType(MemoryPoolType.CODE_CACHE_USAGE);
                    break;
            }

            serviceInstanceJVMMemoryPool.setInit(memoryPool.getInit());
            serviceInstanceJVMMemoryPool.setMax(memoryPool.getMax());
            serviceInstanceJVMMemoryPool.setUsed(memoryPool.getUsed());
            serviceInstanceJVMMemoryPool.setCommitted(memoryPool.getCommited());
            serviceInstanceJVMMemoryPool.setTimeBucket(timeBucket);
            sourceReceiver.receive(serviceInstanceJVMMemoryPool);
        });
    }
}
    • JVMSourceDispatcher主要是提供了sendMetric方法，该方法执行sendToCpuMetricProcess、sendToMemoryMetricProcess、sendToMemoryPoolMetricProcess、sendToGCMetricProcess方法；sendToCpuMetricProcess方法执行sourceReceiver.receive(serviceInstanceJVMCPU)；sendToMemoryMetricProcess方法执行sourceReceiver.receive(serviceInstanceJVMMemory)；sendToMemoryPoolMetricProcess方法执行sourceReceiver.receive(serviceInstanceJVMMemoryPool)；sendToGCMetricProcess方法执行sourceReceiver.receive(serviceInstanceJVMGC)

    小结

    JVMModuleProvider继承了ModuleProvider，其start方法获取grpcHandlerRegister然后添加JVMMetricsServiceHandler、JVMMetricReportServiceHandler；前者使用的是JVMMetricsService.proto，后者使用的是agent-v2的JVMMetric.proto

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