1,报错信息
org.apache.hadoop.ipc.Client(1093): Unexpected error reading responses on connection Thread[IPC Client (815834176) connection to prod52.bigdata/xx.xx.x.xx:8020 from appuser,5,main] java.lang.OutOfMemoryError: Direct buffer memory
at java.nio.Bits.reserveMemory(Bits.java:694) ~[?:1.8.0_201] at java.nio.DirectByteBuffer.<init>(DirectByteBuffer.java:123) ~[?:1.8.0_201] at java.nio.ByteBuffer.allocateDirect(ByteBuffer.java:311) ~[?:1.8.0_201] at sun.nio.ch.Util.getTemporaryDirectBuffer(Util.java:241) ~[?:1.8.0_201] at sun.nio.ch.IOUtil.read(IOUtil.java:195) ~[?:1.8.0_201] at sun.nio.ch.SocketChannelImpl.read(SocketChannelImpl.java:380) ~[?:1.8.0_201] at org.apache.hadoop.net.SocketInputStreamReader.performIO(SocketInputStream.java:57) \~\[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0\] at org.apache.hadoop.net.SocketIOWithTimeout.doIO(SocketIOWithTimeout.java:142) \~\[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0\] at org.apache.hadoop.net.SocketInputStream.read(SocketInputStream.java:161) \~\[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0\] at org.apache.hadoop.net.SocketInputStream.read(SocketInputStream.java:131) \~\[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0\] at java.io.FilterInputStream.read(FilterInputStream.java:133) \~\[?:1.8.0_201\] at java.io.BufferedInputStream.read1(BufferedInputStream.java:284) \~\[?:1.8.0_201\] at java.io.BufferedInputStream.read(BufferedInputStream.java:345) \~\[?:1.8.0_201\] at java.io.DataInputStream.read(DataInputStream.java:149) \~\[?:1.8.0_201\] at java.io.FilterInputStream.read(FilterInputStream.java:133) \~\[?:1.8.0_201\] at org.apache.hadoop.ipc.ClientConnectionPingInputStream.read(Client.java:581) \~\[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0\] at java.io.DataInputStream.readFully(DataInputStream.java:195) \~\[?:1.8.0_201\] at java.io.DataInputStream.readFully(DataInputStream.java:169) \~\[?:1.8.0_201\] at org.apache.hadoop.ipc.ClientIpcStreams.readResponse(Client.java:1897) ~[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0] at org.apache.hadoop.ipc.ClientConnection.receiveRpcResponse(Client.java:1191) \~\[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0\] at org.apache.hadoop.ipc.ClientConnection.run(Client.java:1087) ~[flink-shaded-hadoop-3-uber-3.1.1.7.2.9.0-173-9.0.jar:3.1.1.7.2.9.0-173-9.0]
2,报错原因
Dinky 在提交 Flink 任务到 YARN 集群时,因
java.lang.OutOfMemoryError: Direct buffer memory
错误失败。这个错误发生在 Dinky 服务进程本身(不是 Flink JobManager 或 TaskManager),具体是在它通过 Hadoop RPC 客户端连接 YARN ResourceManager时,尝试分配 Direct Memory(堆外内存)失败**。**
java.lang.OutOfMemoryError: Direct buffer memory
表示 JVM 的 Direct Memory(堆外内存)耗尽 。
Direct Memory 不受
-Xmx
控制,而是由-XX:MaxDirectMemorySize
限制(默认等于-Xmx
)。Dinky 在提交任务时:
- 加载了
flink-shaded-hadoop-3-uber-*.jar
- 使用 Hadoop 客户端与 YARN RM 通信(IPC)
- Hadoop RPC 使用
DirectByteBuffer
进行网络 I/O(提升性能)- Direct Memory 不足 → 抛出 OOM
3,解决方案
为 Dinky JVM 显式设置
-XX:MaxDirectMemorySize
JAVA_OPTS="-Xmx4g -Xms4g -XX:MaxDirectMemorySize=2g -XX:+UseG1GC"