通过本文您可以了解E-MapReduce的监控项。
当您调用云监控的API接口时，需要获取当前云服务的Namespace和Period，具体取值如下：
- Namespace为acs_emr。
- Period默认为60秒，也可以为60的整数倍。
当前云服务的MetricName和Dimensions的取值如下表所示。
| 监控项 | 单位 | MetricName | Dimensions | Statistics |
|---|---|---|---|---|
| alink nginx端口是否正常 | Count | ALINKNginxPortOpen | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| alink server端口是否正常 | Count | ALINKServerPortOpen | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| active状态的作业个数 | Count | ActiveApplications | userId、clusterId、role | Average |
| active的用户数 | Count | ActiveUsers | userId、clusterId、role | Average |
| 总共分配的container个数 | Count | AggregateContainersAllocated | userId、clusterId、role | Average |
| 总共释放的container个数 | Count | AggregateContainersReleased | userId、clusterId、role | Average |
| 分配的container个数 | Count | AllocatedContainers | userId、clusterId、role | Average |
| 已完成的作业数 | Count | AppsCompleted | userId、clusterId、role | Average |
| 失败的作业数 | Count | AppsFailed | userId、clusterId、role | Average |
| 被杀死的作业数 | Count | AppsKilled | userId、clusterId、role | Average |
| 等待的作业数 | Count | AppsPending | userId、clusterId、role | Average |
| 运行中的作业数 | Count | AppsRunning | userId、clusterId、role | Average |
| 提交的作业数 | Count | AppsSubmitted | userId、clusterId、role | Average |
| 当前队列当前可用的内存大小 | MB | AvailableMB | userId、clusterId、role | Average |
| 当前队列可用的VCore个数 | Count | AvailableVCores | userId、clusterId、role | Average |
| block的总容量 | Count | BlockCapacity | userId、clusterId、role | Average |
| blockChecksum操作的平均时间 | ms | BlockChecksumOpAvgTime | userId、clusterId、role | Average |
| blockChecksum操作次数 | Count | BlockChecksumOpNumOps | userId、clusterId、role | Average |
| blockReport操作的平均时间 | ms | BlockReportsAvgTime | userId、clusterId、role | Average |
| blockReport的操作次数 | Count | BlockReportsNumOps | userId、clusterId、role | Average |
| 验证失败的block数 | Count | BlockVerificationFailures | userId、clusterId、role | Average |
| 读取的block数 | Count | BlocksRead | userId、clusterId、role | Average |
| 移除的block数 | Count | BlocksRemoved | userId、clusterId、role | Average |
| 复制的block数 | Count | BlocksReplicated | userId、clusterId、role | Average |
| block总数 | Count | BlocksTotal | userId、clusterId、role | Average |
| 没缓存的block数 | Count | BlocksUncached | userId、clusterId、role | Average |
| 已验证的block数 | Count | BlocksVerified | userId、clusterId、role | Average |
| 已写的block数 | Count | BlocksWritten | userId、clusterId、role | Average |
| 读取的字节数 | Byte | BytesRead | userId、clusterId、role | Average |
| 写入的字节数 | Byte | BytesWritten | userId、clusterId、role | Average |
| RPC Call队列长度 | Count | CallQueueLength | userId、clusterId、role | Average |
| HDFS剩余存储空间 | Byte | CapacityRemaining | userId、clusterId、role | Average |
| 存储空间总量 | Byte | CapacityTotal | userId、clusterId、role | Average |
| 已使用的存储空间 | Byte | CapacityUsed | userId、clusterId、role | Average |
| 非文件系统部分占用的存储空间 | Byte | CapacityUsedNonDFS | userId、clusterId、role | Average |
| 完成的container个数 | Count | ContainersCompleted | userId、clusterId、role | Average |
| 失败的container个数 | Count | ContainersFailed | userId、clusterId、role | Average |
| 初始化中的container个数 | Count | ContainersIniting | userId、clusterId、role | Average |
| 被杀死的container个数 | Count | ContainersKilled | userId、clusterId、role | Average |
| 已加载的container个数 | Count | ContainersLaunched | userId、clusterId、role | Average |
| 运行中的container个数 | Count | ContainersRunning | userId、clusterId、role | Average |
| CopyBlock操作的平均时间 | ms | CopyBlockOpAvgTime | userId、clusterId、role | Average |
| CopyBlock的操作次数 | Count | CopyBlockOpNumOps | userId、clusterId、role | Average |
| 坏块数量 | Count | CorruptBlocks | userId、clusterId、role | Average |
| DataNodeDfsUsedPercent | % | DataNodeDfsUsedPercent | userId、clusterId、role | Average、Maximum、Minimum |
| DataNode中HTTP端口的可用性 | Count | DataNodeHttpPortOpen | userId、clusterId、role | Average |
| DataNode中IPC端口的可用性 | Count | DataNodeIpcPortOpen | userId、clusterId、role | Average |
| DataNode中数据端口的可用性 | Count | DataNodePortOpen | userId、clusterId、role | Average |
| /mnt/disk1剩余的磁盘空间占比 | % | DiskUsageMntDisk1 | userId、clusterId、role | Average |
| 根文件系统剩余磁盘空间占比 | % | DiskUsageRootfs | userId、clusterId、role | Average |
| 工作流已提交 | bit/s | EmrFlowSubmitted | userId、instanceId | Average |
| 多余的block数 | Count | ExcessBlocks | userId、clusterId、role | Average |
| 过期的心跳数 | Count | ExpiredHeartbeats | userId、clusterId、role | Average |
| Fetch.LocalTimeMs.max | Millisecond | Fetch.LocalTimeMs.max | userId、clusterId、role | Average |
| Fetch.LocalTimeMs.mean | Millisecond | Fetch.LocalTimeMs.mean | userId、clusterId、role | Average |
| Fetch.LocalTimeMs.stddev | Millisecond | Fetch.LocalTimeMs.stddev | userId、clusterId、role | Average |
| Fetch.RemoteTimeMs.max | Millisecond | Fetch.RemoteTimeMs.max | userId、clusterId、role | Average |
| Fetch.RemoteTimeMs.mean | Millisecond | Fetch.RemoteTimeMs.mean | userId、clusterId、role | Average |
| Fetch.RemoteTimeMs.stddev | Millisecond | Fetch.RemoteTimeMs.stddev | userId、clusterId、role | Average |
| Fetch.RequestQueueTimeMs.max | Millisecond | Fetch.RequestQueueTimeMs.max | userId、clusterId、role | Average |
| Fetch.RequestQueueTimeMs.mean | Millisecond | Fetch.RequestQueueTimeMs.mean | userId、clusterId、role | Average |
| Fetch.RequestQueueTimeMs.stddev | Millisecond | Fetch.RequestQueueTimeMs.stddev | userId、clusterId、role | Average |
| Fetch.ResponseQueueTimeMs.max | Millisecond | Fetch.ResponseQueueTimeMs.max | userId、clusterId、role | Average |
| Fetch.ResponseQueueTimeMs.mean | Millisecond | Fetch.ResponseQueueTimeMs.mean | userId、clusterId、role | Average |
| Fetch.ResponseQueueTimeMs.stddev | Millisecond | Fetch.ResponseQueueTimeMs.stddev | userId、clusterId、role | Average |
| Fetch.ResponseSendTimeMs.max | Millisecond | Fetch.ResponseSendTimeMs.max | userId、clusterId、role | Average |
| Fetch.ResponseSendTimeMs.mean | Millisecond | Fetch.ResponseSendTimeMs.mean | userId、clusterId、role | Average |
| Fetch.ResponseSendTimeMs.stddev | Millisecond | Fetch.ResponseSendTimeMs.stddev | userId、clusterId、role | Average |
| Fetch.ThrottleTimeMs.max | Millisecond | Fetch.ThrottleTimeMs.max | userId、clusterId、role | Average |
| Fetch.ThrottleTimeMs.mean | Millisecond | Fetch.ThrottleTimeMs.mean | userId、clusterId、role | Average |
| Fetch.ThrottleTimeMs.stddev | Millisecond | Fetch.ThrottleTimeMs.stddev | userId、clusterId、role | Average |
| Fetch.TotalTimeMs.max | Millisecond | Fetch.TotalTimeMs.max | userId、clusterId、role | Average |
| Fetch.TotalTimeMs.mean | Millisecond | Fetch.TotalTimeMs.mean | userId、clusterId、role | Average |
| Fetch.TotalTimeMs.stddev | Millisecond | Fetch.TotalTimeMs.stddev | userId、clusterId、role | Average |
| （Flink）任务缓冲区队列长度 | Count | FlinkJobTaskBuffersOutputQueueLength | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager最后任务checkpoint耗时 | Count | FlinkJobmanagerJobLastCheckpointDuration | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager最后checkpoint恢复耗时 | Count | FlinkJobmanagerJobLastCheckpointRestoreTimestamp | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager最后任务checkpoint大小 | Count | FlinkJobmanagerJobLastCheckpointSize | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager任务完成checkpoint数量 | Count | FlinkJobmanagerJobNumberOfCompletedCheckpoints | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager任务失败checkpoint数量 | Count | FlinkJobmanagerJobNumberOfFailedCheckpoints | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager任务处理中checkpoint数量 | Count | FlinkJobmanagerJobNumberOfInProgressCheckpoints | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager任务checkpoint总数 | Count | FlinkJobmanagerJobTotalNumberOfCheckpoints | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）jobmanager任务执行时间 | Count | FlinkJobmanagerJobUptime | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）jobmanager被注册taskmanager数量 | Count | FlinkJobmanagerNumRegisteredTaskManagers | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）Jobmanager运行任务数量 | Count | FlinkJobmanagerNumRunningJobs | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）jobmanager的CPU负载 | Count | FlinkJobmanagerStatusJVMCPULoad | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）jobjmanager的JVM 线程数量 | Count | FlinkJobmanagerStatusJVMThreadsCount | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）jobmanager可用slot数量 | Count | FlinkJobmanagerTaskSlotsAvailable | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）jobmanager总slot数量 | Count | FlinkJobmanagerTaskSlotsTotal | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）任务缓冲区inpool使用率 | Count | FlinkTaskmanagerJobTaskBuffersInPoolUsage | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）任务输入缓冲区队列长度 | Count | FlinkTaskmanagerJobTaskBuffersInputQueueLength | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）任务缓冲区outpool使用率 | Count | FlinkTaskmanagerJobTaskBuffersOutPoolUsage | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）当前输入水印 | Millisecond | FlinkTaskmanagerJobTaskCurrentInputWatermark | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）job任务本地buffer每秒流量 | Byte | FlinkTaskmanagerJobTaskNumBuffersInLocalPerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）job任务远程buffer每秒流量 | Byte | FlinkTaskmanagerJobTaskNumBuffersInRemotePerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）job任务每秒buffer出口流量 | Byte | FlinkTaskmanagerJobTaskNumBuffersOutPerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）job任务本地每秒流量 | Byte | FlinkTaskmanagerJobTaskNumBytesInLocalPerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）job任务远程每秒流量 | Byte | FlinkTaskmanagerJobTaskNumBytesInRemotePerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）job任务每秒出口流量 | Byte | FlinkTaskmanagerJobTaskNumBytesOutPerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）任务输入记录数 | Count | FlinkTaskmanagerJobTaskNumRecordsIn | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）任务输入记录数每秒 | Count | FlinkTaskmanagerJobTaskNumRecordsInPerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）任务输出记录数 | Count | FlinkTaskmanagerJobTaskNumRecordsOut | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）任务输出记录数每秒 | Count | FlinkTaskmanagerJobTaskNumRecordsOutPerSecond | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）当前操作输入水印 | Millisecond | FlinkTaskmanagerJobTaskOperatorCurrentInputWatermark | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）当前操作输出水印 | Millisecond | FlinkTaskmanagerJobTaskOperatorCurrentOutputWatermark | userId、clusterId、hostname、app_id、job_id | Average、Maximum、Minimum |
| （Flink）taskmanager的CPU负载 | Count | FlinkTaskmanagerStatusJVMCPULoad | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| （Flink）taskmanager的JVM 线程数量 | Count | FlinkTaskmanagerStatusJVMThreadsCount | userId、clusterId、hostname、app_id | Average、Maximum、Minimum |
| datanode的flush平均时长 | ns | FlushNanosAvgTime | userId、clusterId、role | Average |
| datanode的flush次数 | ns | FlushNanosNumOps | userId、clusterId、role | Average |
| datanode的fsync次数 | Count | FsyncCount | userId、clusterId、role | Average |
| GC总次数 | Count | GcCount | userId、clusterId、role | Average |
| GC总时长 | ms | GcTimeMillis | userId、clusterId、role | Average |
| HMaster的HTTP端口可用性 | Count | HMasterHttpPortOpen | userId、clusterId、role | Average |
| HMaster的ipc端口可用性 | Count | HMasterIpcPortOpen | userId、clusterId、role | Average |
| HMaster的jmx端口可用性 | Count | HMasterJmxPortOpen | userId、clusterId、role | Average |
| HRegionServer的HTTP端口可用性 | Count | HRegionServerHttpPortOpen | userId、clusterId、role | Average |
| HRegionServer的ipc端口可用性 | Count | HRegionServerIpcPortOpen | userId、clusterId、role | Average |
| HRegionServer的jmx端口可用性 | Count | HRegionServerJmxPortOpen | userId、clusterId、role | Average |
| HiveServer2的服务端口可用性 | Count | HiveServer2PortOpen | userId、clusterId、role | Average |
| HiveServer2的webui端口可用性 | Count | HiveServer2WebuiPortOpen | userId、clusterId、role | Average |
| Hue的端口可用性 | Count | HuePortOpen | userId、clusterId、role | Average |
| JobHistory的服务端口可用性 | Count | JobHistoryPortOpen | userId、clusterId、role | Average |
| JobHistory的Web端口可用性 | Count | JobHistoryWebappPortOpen | userId、clusterId、role | Average |
| JournalNode的HTTP端口可用性 | Count | JournalNodeHttpPortOpen | userId、clusterId、role | Average |
| JournalNode的RPC端口可用性 | Count | JournalNodeRpcPortOpen | userId、clusterId、role | Average |
| Kafka Broker每秒流入字节数 | Byte/s | Kafka.Broker.BytesInPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker每秒流出字节数 | Byte/s | Kafka.Broker.BytesOutPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker每秒处理失败Fetch请求次数 | Count/s | Kafka.Broker.FailedFetchRequestsPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker每秒处理失败Produce请求次数 | Count/s | Kafka.Broker.FailedProduceRequestsPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker每秒Fetch导致消息版本转换条数 | Message/s | Kafka.Broker.FetchMessageConversionsPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker G1老年代GC次数 | Count | Kafka.Broker.G1_Old_Generation.CollectionCount | userId、clusterId、hostname | Average |
| Kafka Broker G1老年代GC时间 | ms | Kafka.Broker.G1_Old_Generation.CollectionTime | userId、clusterId、hostname | Average |
| Kafka Broker G1年轻代GC次数 | ms | Kafka.Broker.G1_Young_Generation.CollectionCount | userId、clusterId、hostname | Average |
| Kafka Broker G1年轻代GC时间 | ms | Kafka.Broker.G1_Young_Generation.CollectionTime | userId、clusterId、hostname | Average |
| Kafka Broker Isr膨胀频率 | Count/s | Kafka.Broker.IsrExpandsPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker Isr缩减频率 | Count/s | Kafka.Broker.IsrShrinksPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker Leader个数 | Count | Kafka.Broker.LeaderCount | userId、clusterId、hostname | Average |
| Kafka Broker存储字节大小 | Byte | Kafka.Broker.Log.Size | userId、clusterId、hostname | Average |
| Kafka Broker刷盘速率 | Count/s | Kafka.Broker.LogFlushRateAndTimeMs.Rate | userId、clusterid、hostname | Average |
| Kafka Broker刷盘耗时 | ms | Kafka.Broker.LogFlushRateAndTimeMs.TImeMs | userId、clusterid、hostname | Average |
| Kafka Broker每秒流入条数 | Message/s | Kafka.Broker.MessagesInPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker网络处理线程的空闲比 | Ratio | Kafka.Broker.NetworkProcessorAvgIdlePercent | userId、clusterId、hostname | Average |
| Kafka Broker掉线的目录个数 | Count | Kafka.Broker.OfflineLogDirectoryCount | userId、clusterid、hostname | Average |
| Kafka Broker Offline Replica个数 | Count | Kafka.Broker.OfflineReplicaCount | userId、clusterId、hostname | Average |
| Kafka Broker Partition个数 | Count | Kafka.Broker.PartitionCount | userId、clusterId、hostname | Average |
| Kafka Broker每秒Produce导致消息版本转换条数 | Message/s | Kafka.Broker.ProduceMessageConversionsPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker副本每秒流入字节数 | Byte/s | Kafka.Broker.ReplicationBytesInPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker副本每秒流出字节数 | Byte/s | Kafka.Broker.ReplicationBytesOutPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker每个Fetch请求的字节数 | Byte | Kafka.Broker.RequestBytes.99thPercentile.Fetch | userId、clusterId、hostname | Average |
| Kafka Broker每个Produce请求的字节数 | Byte | Kafka.Broker.RequestBytes.99thPercentile.Produce | userId、clusterId、hostname | Average |
| Kafka Broker处理Request线程的空闲比 | Ratio | Kafka.Broker.RequestHandlerAvgIdlePercent | userId、clusterId、hostname | Average |
| Kafka Broker RequestQueue队列的使用率 | Ratio | Kafka.Broker.RequestQueueUsagePercent | userId、clusterId、hostname | Average |
| Kafka Broker Fetch 请求频率 | Count/s | Kafka.Broker.RequestsPerSec.OneMinuteRate.Fetch | userId、clusterId、hostname | Average |
| Kafka Broker FetchConsumer请求频率 | Count/s | Kafka.Broker.RequestsPerSec.OneMinuteRate.FetchConsumer | userId、clusterId、hostname | Average |
| Kafka Broker FetchFollower请求频率 | Count/s | Kafka.Broker.RequestsPerSec.OneMinuteRate.FetchFollower | userId、clusterId、hostname | Average |
| Kafka Broker Produce请求频率 | Count/s | Kafka.Broker.RequestsPerSec.OneMinuteRate.Produce | userId、clusterId、hostname | Average |
| Kafka Broker每秒处理Fetch请求次数 | Count/s | Kafka.Broker.TotalFetchRequestsPerSec.OneMinuteRate | userId、clusterid、hostname | Average |
| Kafka Broker每秒处理Produce请求次数 | Count/s | Kafka.Broker.TotalProduceRequestsPerSec.OneMinuteRate | userId、clusterId、hostname | Average |
| Kafka Broker每个Fetch Request处理时长 | ms | Kafka.Broker.TotalTimeMs.99thPercentile.Fetch | userId、clusterId、hostname | Average |
| Kafka Broker每个Produce Request处理时长 | ms | Kafka.Broker.TotalTimeMs.99thPercentile.Produce | userId、clusterId、hostname | Average |
| Kafka Broker 低于Min Isr Partition的个数 | Count | Kafka.Broker.UnderMinIsrPartitionCount | userId、clusterId、hostname | Average |
| Kafka Broker处于未同步状态Partition个数 | Count | Kafka.Broker.UnderReplicatedPartitions | userId、clusterId、hostname | Average |
| Kafka Broker Zookeeper客户端断开频率 | Count/s | Kafka.Broker.ZooKeeperDisconnectsPerSec | userId、clusterId、hostname | Average |
| Kafka Broker Zookeeper客户端Session过期频率 | Count/s | Kafka.Broker.ZooKeeperExpiresPerSec | userId、clusterId、hostname | Average |
| Kafka Broker磁盘使用率的最大值 | Ratio | Kafka.Broker.disk-usages-max-percent | userId、clusterId、hostname | Average |
| Kafka Broker磁盘使用率的平均值 | Ratio | Kafka.Broker.disk-usages-mean-percent | userId、clusterId、hostname | Average |
| Kafka Broker磁盘使用率的平均值 | Ratio | Kafka.Broker.disk-usages-min-percent | userId、clusterId、hostname | Average |
| Kafka Broker磁盘使用率的标准差 | Ratio | Kafka.Broker.disk-usages-stddev-percent | userId、clusterId、hostname | Average |
| Kafka Cluster活跃 Controller个数 | Count | Kafka.Cluster.KafkaController.ActiveControllerCount | userId、clusterId | max |
| Kafka Cluster全部 Partition个数 | Count | Kafka.Cluster.KafkaController.GlobalPartitionCount | userId、clusterId | max |
| Kafka Cluster全部 Topic个数 | Count | Kafka.Cluster.KafkaController.GlobalTopicCount | userId、clusterId | max |
| Kafka Cluster掉线 Partition个数 | Count | Kafka.Cluster.KafkaController.OfflinePartitionsCount | userId、clusterId | max |
| Kafka Topic每秒流入字节数 | Byte/s | Kafka.Topic.BytesInPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒流出字节数 | Byte/s | Kafka.Topic.BytesOutPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒处理失败Fetch请求次数 | Count/s | Kafka.Topic.FailedFetchRequestsPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒处理失败Produce请求次数 | Count/s | Kafka.Topic.FailedProduceRequestsPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒 Fetch导致消息版本转换条数 | Message/s | Kafka.Topic.FetchMessageConversionsPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic存储字节大小 | Byte | Kafka.Topic.Log.Size | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒流入条数 | Message/s | Kafka.Topic.MessagesInPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒Produce导致消息版本转换条数 | Message/s | Kafka.Topic.ProduceMessageConversionsPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒处理Fetch请求次数 | Count/s | Kafka.Topic.TotalFetchRequestsPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| Kafka Topic每秒处理Produce请求次数 | Count/s | Kafka.Topic.TotalProduceRequestsPerSec.OneMinuteRate | userId、clusterId、tag_topic | Average |
| KafkaActiveControllerCount | Count | KafkaActiveControllerCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsBytesInPerSec1MinuteRate | ByteSecond | KafkaBrokerTopicMetricsBytesInPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsBytesInPerSecCount | ByteSecond | KafkaBrokerTopicMetricsBytesInPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsBytesOutPerSec1MinuteRate | ByteSecond | KafkaBrokerTopicMetricsBytesOutPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsBytesOutPerSecCount | ByteSecond | KafkaBrokerTopicMetricsBytesOutPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsBytesRejectedPerSec1MinuteRate | ByteSecond | KafkaBrokerTopicMetricsBytesRejectedPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsBytesRejectedPerSecCount | ByteSecond | KafkaBrokerTopicMetricsBytesRejectedPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsFailedFetchRequestsPerSec1MinuteRate | CountSecond | KafkaBrokerTopicMetricsFailedFetchRequestsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsFailedFetchRequestsPerSecCount | CountSecond | KafkaBrokerTopicMetricsFailedFetchRequestsPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsFailedProduceRequestsPerSec1MinuteRate | CountSecond | KafkaBrokerTopicMetricsFailedProduceRequestsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsFailedProduceRequestsPerSecCount | CountSecond | KafkaBrokerTopicMetricsFailedProduceRequestsPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsMessagesInPerSec1MinuteRate | CountSecond | KafkaBrokerTopicMetricsMessagesInPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsMessagesInPerSecCount | CountSecond | KafkaBrokerTopicMetricsMessagesInPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsTotalFetchRequestsPerSec1MinuteRate | CountSecond | KafkaBrokerTopicMetricsTotalFetchRequestsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsTotalFetchRequestsPerSecCount | CountSecond | KafkaBrokerTopicMetricsTotalFetchRequestsPerSecCount | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsTotalProduceRequestsPerSec1MinuteRate | CountSecond | KafkaBrokerTopicMetricsTotalProduceRequestsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaBrokerTopicMetricsTotalProduceRequestsPerSecCount | CountSecond | KafkaBrokerTopicMetricsTotalProduceRequestsPerSecCount | userId、clusterId、role | Average |
| KafkaBytesRejectedPerSec1MinuteRate | CountSecond | KafkaBytesRejectedPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaCleanerIo1MinuteRate | CountMinute | KafkaCleanerIo1MinuteRate | userId、clusterId、role | Average |
| KafkaCleanerIoCount | Count | KafkaCleanerIoCount | userId、clusterId、role | Average |
| KafkaDiskUsagesMaxPercent | % | KafkaDiskUsagesMaxPercent | userId、clusterId、role | Average |
| KafkaDiskUsagesStddevPercent | % | KafkaDiskUsagesStddevPercent | userId、clusterId、role | Average |
| KafkaGroupMetadataManagerNumGroups | Count | KafkaGroupMetadataManagerNumGroups | userId、clusterId、role | Average |
| KafkaGroupMetadataManagerNumOffsets | Count | KafkaGroupMetadataManagerNumOffsets | userId、clusterId、role | Average |
| KafkaIsrExpandsPerSec1MinuteRate | CountSecond | KafkaIsrExpandsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaIsrExpandsPerSecCount | CountSecond | KafkaIsrExpandsPerSecCount | userId、clusterId、role | Average |
| KafkaIsrShrinksPerSec1MinuteRate | CountSecond | KafkaIsrShrinksPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaIsrShrinksPerSecCount | CountSecond | KafkaIsrShrinksPerSecCount | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMs1MinuteRate | CountMilliSecond | KafkaLeaderElectionRateAndTimeMs1MinuteRate | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsCount | Count | KafkaLeaderElectionRateAndTimeMsCount | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsMax | Count | KafkaLeaderElectionRateAndTimeMsMax | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsMean | Count | KafkaLeaderElectionRateAndTimeMsMean | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsMeanRate | Count | KafkaLeaderElectionRateAndTimeMsMeanRate | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsMedian | Count | KafkaLeaderElectionRateAndTimeMsMedian | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsMin | Count | KafkaLeaderElectionRateAndTimeMsMin | userId、clusterId、role | Average |
| KafkaLeaderElectionRateAndTimeMsStddev | Count | KafkaLeaderElectionRateAndTimeMsStddev | userId、clusterId、role | Average |
| KafkaLogCleanerMaxBufferUtilPercent | % | KafkaLogCleanerMaxBufferUtilPercent | userId、clusterId、role | Average |
| KafkaLogCleanerMaxCleanTime | Second | KafkaLogCleanerMaxCleanTime | userId、clusterId、role | Average |
| KafkaLogCleanerMaxDirtyPercent | % | KafkaLogCleanerMaxDirtyPercent | userId、clusterId、role | Average |
| KafkaLogCleanerRecopyPercent | % | KafkaLogCleanerRecopyPercent | userId、clusterId、role | Average |
| KafkaLogFlush1MinuteRate | Count | KafkaLogFlush1MinuteRate | userId、clusterId、role | Average |
| KafkaLogFlushCount | Count | KafkaLogFlushCount | userId、clusterId、role | Average |
| KafkaLogFlushRateAndTimeMsMax | Count | KafkaLogFlushRateAndTimeMsMax | userId、clusterId、role | Average |
| KafkaLogFlushRateAndTimeMsMean | Count | KafkaLogFlushRateAndTimeMsMean | userId、clusterId、role | Average |
| KafkaLogFlushRateAndTimeMsMeanRate | Count | KafkaLogFlushRateAndTimeMsMeanRate | userId、clusterId、role | Average |
| KafkaLogFlushRateAndTimeMsMidean | Count | KafkaLogFlushRateAndTimeMsMidean | userId、clusterId、role | Average |
| KafkaLogFlushRateAndTimeMsMin | Count | KafkaLogFlushRateAndTimeMsMin | userId、clusterId、role | Average |
| KafkaLogFlushRateAndTimeMsStddev | Count | KafkaLogFlushRateAndTimeMsStddev | userId、clusterId、role | Average |
| KafkaNetworkProcessorAvgIdlePercent | % | KafkaNetworkProcessorAvgIdlePercent | userId、clusterId、role | Average |
| KafkaOfflineLogDirectoryCount | Count | KafkaOfflineLogDirectoryCount | userId、clusterId、role | Average |
| KafkaOfflinePartitionsCount | Count | KafkaOfflinePartitionsCount | userId、clusterId、role | Average |
| KafkaOfflineReplicaCount | Count | KafkaOfflineReplicaCount | userId、clusterId、role | Average |
| KafkaPreferredReplicaImbalanceCount | Count | KafkaPreferredReplicaImbalanceCount | userId、clusterId、role | Average |
| KafkaReplicaManagerDiskUsageMax | % | KafkaReplicaManagerDiskUsageMax | userId、clusterId、role | Average |
| KafkaReplicaManagerDiskUsageMean | % | KafkaReplicaManagerDiskUsageMean | userId、clusterId、role | Average |
| KafkaReplicaManagerDiskUsageMin | % | KafkaReplicaManagerDiskUsageMin | userId、clusterId、role | Average |
| KafkaReplicaManagerDiskUsageStddev | % | KafkaReplicaManagerDiskUsageStddev | userId、clusterId、role | Average |
| KafkaReplicaManagerLeaderCount | Count | KafkaReplicaManagerLeaderCount | userId、clusterId、role | Average |
| KafkaReplicaManagerPartitionCount | Count | KafkaReplicaManagerPartitionCount | userId、clusterId、role | Average |
| KafkaReplicaManagerUnderReplicatedPartitions | Count | KafkaReplicaManagerUnderReplicatedPartitions | userId、clusterId、role | Average |
| KafkaRequestHandlerAvgIdlePercent1MinuteRate | CountSecond | KafkaRequestHandlerAvgIdlePercent1MinuteRate | userId、clusterId、role | Average |
| KafkaRequestHandlerAvgIdlePercentCount | CountSecond | KafkaRequestHandlerAvgIdlePercentCount | userId、clusterId、role | Average |
| KafkaRequestQueueSize | Count | KafkaRequestQueueSize | userId、clusterId、role | Average |
| KafkaResponseQueueSize | Count | KafkaResponseQueueSize | userId、clusterId、role | Average |
| KafkaUncleanLeaderElectionsPerSec1MinuteRate | CountSecond | KafkaUncleanLeaderElectionsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaUncleanLeaderElectionsPerSecCount | CountSecond | KafkaUncleanLeaderElectionsPerSecCount | userId、clusterId、role | Average |
| KafkaUnderReplicatedPartitions | Count | KafkaUnderReplicatedPartitions | userId、clusterId、role | Average |
| KafkaZooKeeperAuthFailuresPerSec1MinuteRate | CountSecond | KafkaZooKeeperAuthFailuresPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaZooKeeperAuthFailuresPerSecCount | CountSecond | KafkaZooKeeperAuthFailuresPerSecCount | userId、clusterId、role | Average |
| KafkaZooKeeperDisconnectsPerSec1MinuteRat | CountSecond | KafkaZooKeeperDisconnectsPerSec1MinuteRat | userId、clusterId、role | Average |
| KafkaZooKeeperDisconnectsPerSecCount | CountSecond | KafkaZooKeeperDisconnectsPerSecCount | userId、clusterId、role | Average |
| KafkaZooKeeperExpiresPerSec1MinuteRate | CountSecond | KafkaZooKeeperExpiresPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaZooKeeperExpiresPerSecCount | CountSecond | KafkaZooKeeperExpiresPerSecCount | userId、clusterId、role | Average |
| KafkaZooKeeperReadOnlyConnectsPerSec1MinuteRate | CountSecond | KafkaZooKeeperReadOnlyConnectsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaZooKeeperReadOnlyConnectsPerSecCount | CountSecond | KafkaZooKeeperReadOnlyConnectsPerSecCount | userId、clusterId、role | Average |
| KafkaZooKeeperSaslAuthenticationsPerSec1MinuteRate | CountSecond | KafkaZooKeeperSaslAuthenticationsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaZooKeeperSaslAuthenticationsPerSecCount | CountSecond | KafkaZooKeeperSaslAuthenticationsPerSecCount | userId、clusterId、role | Average |
| KafkaZooKeeperSyncConnectsPerSec1MinuteRate | CountSecond | KafkaZooKeeperSyncConnectsPerSec1MinuteRate | userId、clusterId、role | Average |
| KafkaZooKeeperSyncConnectsPerSecCount | CountSecond | KafkaZooKeeperSyncConnectsPerSecCount | userId、clusterId、role | Average |
| 所有DataNode的HDFS容量使用最大的百分比 | % | MaxDFSUsedPercent | userId、clusterId、role | Average |
| jvm提交堆内存大小 | MB | MemHeapCommittedM | userId、clusterId、role | Average |
| jvm最大的堆内存大小 | MB | MemHeapMaxM | userId、clusterId、role | Average |
| jvm使用的堆内存大小 | MB | MemHeapUsedM | userId、clusterId、role | Average |
| MemMaxM | MB | MemMaxM | userId、clusterId、role | Average |
| jvm提交的非堆内存大小 | MB | MemNonHeapCommittedM | userId、clusterId、role | Average |
| jvm最大的非堆内存大小 | MB | MemNonHeapMaxM | userId、clusterId、role | Average |
| jvm最大非堆内存大小 | MB | MemNonHeapMaxM_original | userId、clusterId、role | Average |
| jvm使用的非堆内存大小 | MB | MemNonHeapUsedM | userId、clusterId、role | Average |
| jvm使用的非堆内存大小 | MB | MemNonHeapUsedM_original | userId、clusterId、role | Average |
| jvm已使用的内存占比 | % | MemUsedPercent | userId、clusterId、role | Average |
| HiveMetaStore的端口可用性 | Count | MetastorePortOpen | userId、clusterId、role | Average |
| 丢失的块数 | Count | MissingBlocks | userId、clusterId、role | Average |
| NameNode的主备状态 | Count | NameNodeActive | userId、clusterId、role | Average |
| NameNode的HTTP端口可用性 | Count | NameNodeHttpPortOpen | userId、clusterId、role | Average |
| NameNode是否处于安全模式 | Count | NameNodeInSafeMode | userId、clusterId、role | Average |
| NameNode的IPC端口可用性 | Count | NameNodeIpcPortOpen | userId、clusterId、role | Average |
| HDFS文件块元数据的堆内存占比 | Ratio | NameNode_HeapUsage_Files_Blocks | userId、clusterId、role | Average |
| NetworkProcessorAvgIdlePercent | % | NetworkProcessorAvgIdlePercent | userId、clusterId、role | Average |
| NodeManager的HTTP端口可用性 | Count | NodeManagerHttpPortOpen | userId、clusterId、role | Average |
| NodeManager分配的container数 | Count | NodeManager_AllocatedContainers | userId、clusterId、role | Average |
| Active的NodeManager个数 | Count | NumActiveNMs | userId、clusterId | Average、Maximum、Minimum |
| Dead的DataNode个数 | Count | NumDeadDataNode | userId、clusterId、role | Average |
| Decommissioned的NodeManager个数 | Count | NumDecommissionedNMs | userId、clusterId、role | Average |
| 开启的连接数 | Count | NumOpenConnections | userId、clusterId、role | Average |
| 重启的NodeManager个数 | Count | NumRebootedNMs | userId、clusterId、role | Average |
| Unhealthy的NodeManager个数 | Count | NumUnhealthyNMs | userId、clusterId、role | Average |
| oozie的admin端口可用性 | Count | OozieAdminPortOpen | userId、clusterId、role | Average |
| oozie的HTTP端口可用性 | Count | OozieHttpPortOpen | userId、clusterId、role | Average |
| IO请求的平均处理时间在所有磁盘中最大值 | Millisecond | PartitionMaxAwait | userId、clusterId、role | Average |
| 磁盘使用率在所有磁盘中的最大值 | % | PartitionMaxUtilization | userId、clusterId、role | Average |
| 等待的container个数 | Count | PendingContainers | userId、clusterId、role | Average |
| 等待的DataNode消息数 | Count | PendingDataNodeMessageCount | userId、clusterId、role | Average |
| 等待删除的block数 | Count | PendingDeletionBlocks | userId、clusterId、role | Average |
| 等待复制的block数 | Count | PendingReplicationBlocks | userId、clusterId、role | Average |
| （HA）集群独有指标）replication 延迟的 block 个数 | Count | PostponedMisreplicatedBlocks | userId、clusterId、role | Average |
| PrestoMaster的HTTP端口可用性 | Count | PrestoMasterHttpPortOpen | userId、clusterId、role | Average |
| PrestoWorker的HTTP端口可用性 | Count | PrestoWorkerHttpPortOpen | userId、clusterId、role | Average |
| Produce.LocalTimeMs.max | Millisecond | Produce.LocalTimeMs.max | userId、clusterId、role | Average |
| Produce.LocalTimeMs.mean | Millisecond | Produce.LocalTimeMs.mean | userId、clusterId、role | Average |
| Produce.LocalTimeMs.stddev | Millisecond | Produce.LocalTimeMs.stddev | userId、clusterId、role | Average |
| Produce.RemoteTimeMs.max | Millisecond | Produce.RemoteTimeMs.max | userId、clusterId、role | Average |
| Produce.RemoteTimeMs.mean | Millisecond | Produce.RemoteTimeMs.mean | userId、clusterId、role | Average |
| Produce.RemoteTimeMs.stddev | Millisecond | Produce.RemoteTimeMs.stddev | userId、clusterId、role | Average |
| Produce.RequestQueueTimeMs.max | Millisecond | Produce.RequestQueueTimeMs.max | userId、clusterId、role | Average |
| Produce.RequestQueueTimeMs.mean | Millisecond | Produce.RequestQueueTimeMs.mean | userId、clusterId、role | Average |
| Produce.RequestQueueTimeMs.stddev | Millisecond | Produce.RequestQueueTimeMs.stddev | userId、clusterId、role | Average |
| Produce.ResponseQueueTimeMs.max | Millisecond | Produce.ResponseQueueTimeMs.max | userId、clusterId、role | Average |
| Produce.ResponseQueueTimeMs.mean | Millisecond | Produce.ResponseQueueTimeMs.mean | userId、clusterId、role | Average |
| Produce.ResponseQueueTimeMs.stddev | Millisecond | Produce.ResponseQueueTimeMs.stddev | userId、clusterId、role | Average |
| Produce.ResponseSendTimeMs.max | Millisecond | Produce.ResponseSendTimeMs.max | userId、clusterId、role | Average |
| Produce.ResponseSendTimeMs.mean | Millisecond | Produce.ResponseSendTimeMs.mean | userId、clusterId、role | Average |
| Produce.ResponseSendTimeMs.stddev | Millisecond | Produce.ResponseSendTimeMs.stddev | userId、clusterId、role | Average |
| Produce.ThrottleTimeMs.max | Millisecond | Produce.ThrottleTimeMs.max | userId、clusterId、role | Average |
| Produce.ThrottleTimeMs.mean | Millisecond | Produce.ThrottleTimeMs.mean | userId、clusterId、role | Average |
| Produce.ThrottleTimeMs.stddev | Millisecond | Produce.ThrottleTimeMs.stddev | userId、clusterId、role | Average |
| Produce.TotalTimeMs.max | Millisecond | Produce.TotalTimeMs.max | userId、clusterId、role | Average |
| Produce.TotalTimeMs.mean | Millisecond | Produce.TotalTimeMs.mean | userId、clusterId、role | Average |
| Produce.TotalTimeMs.stddev | Millisecond | Produce.TotalTimeMs.stddev | userId、clusterId、role | Average |
| WebAppProxy的端口可用性 | Count | ProxyServerPortOpen | userId、clusterId、role | Average |
| ReadBlock操作的平均时间 | ms | ReadBlockOpAvgTime | userId、clusterId、role | Average |
| ReadBlock的操作次数 | Count | ReadBlockOpNumOps | userId、clusterId、role | Average |
| 接收的字节数 | Byte | ReceivedBytes | userId、clusterId、role | Average |
| ReplaceBlock操作的平均时间 | ms | ReplaceBlockOpAvgTime | userId、clusterId、role | Average |
| ReplaceBlock的操作次数 | Count | ReplaceBlockOpNumOps | userId、clusterId、role | Average |
| RequestHandlerAvgIdlePercent | % | RequestHandlerAvgIdlePercent | userId、clusterId、role | Average |
| RequestQueueUsagePercent | % | RequestQueueUsagePercent | userId、clusterId、role | Average |
| 预留的container个数 | Count | ReservedContainers | userId、clusterId、role | Average |
| ResourceManager的主备状态 | Count | ResourceManagerActive | userId、clusterId、role | Average |
| ResourceManager的Admin端口可用性 | Count | ResourceManagerAdminPortOpen | userId、clusterId、role | Average |
| ResourceManager的服务端口可用性 | Count | ResourceManagerPortOpen | userId、clusterId、role | Average |
| ResourceManager的ResourceTracker端口可用性 | Count | ResourceManagerResourcetrackerPortOpen | userId、clusterId、role | Average |
| ResourceManager的Schedule端口可用性 | Count | ResourceManagerSchedulerPortOpen | userId、clusterId、role | Average |
| ResourceManager的WebApp端口可用性 | Count | ResourceManagerWebappPortOpen | userId、clusterId、role | Average |
| 失联的NodeManager个数 | Count | RevisedNumLostNMs | userId、clusterId、role | Average |
| 被调度复制的block数 | Count | ScheduledReplicationBlocks | userId、clusterId、role | Average |
| 发送的字节数 | Byte | SentBytes | userId、clusterId、role | Average |
| SparkHistoryServer的UI端口可用性 | Count | SparkHistoryServerUiPortOpen | userId、clusterId、role | Average |
| StormNimbus的Thrift端口可用性 | Count | StormNimbusThriftPortOpen | userId、clusterId、role | Average |
| Storm的UI端口可用性 | Count | StormUiPortOpen | userId、clusterId、role | Average |
| 阻塞的线程数 | Count | ThreadsBlocked | userId、clusterId、role | Average |
| 新创建的线程数 | Count | ThreadsNew | userId、clusterId、role | Average |
| 可调度运行的线程数 | Count | ThreadsRunnable | userId、clusterId、role | Average |
| 结束的线程数 | Count | ThreadsTerminated | userId、clusterId、role | Average |
| 等待另一个线程执行取决于指定等待时间的操作的线程数目 | Count | ThreadsTimedWaiting | userId、clusterId、role | Average |
| 无限期地等待另一个线程来执行某一特定操作的线程数目 | Count | ThreadsWaiting | userId、clusterId、role | Average |
| ThriftServer的Info端口可用性 | Count | ThriftServerInfoPortOpen | userId、clusterId、role | Average |
| ThriftServer的Jmx端口可用性 | Count | ThriftServerJmxPortOpen | userId、clusterId、role | Average |
| ThriftServer的服务端口可用性 | Count | ThriftServerPortOpen | userId、clusterId、role | Average |
| TimelineServer的服务端口可用性 | Count | TimelineServerPortOpen | userId、clusterId、role | Average |
| TimelineServer的WebApp端口可用性 | Count | TimelineServerWebappPortOpen | userId、clusterId、role | Average |
| 集群的HDFS总容量使用百分比 | % | TotalDFSUsedPercent | userId、clusterId、role | Average |
| HDFS的总文件数 | Count | TotalFiles | userId、clusterId、role | Average |
| 当前的总连接数 | Count | TotalLoad | userId、clusterId、role | Average |
| 正在被复制的block数 | Count | UnderReplicatedBlocks | userId、clusterId、role | Average |
| VVPAppManager的端口可用性 | Count | VVPAppManagerPortOpen | userId、clusterId、instanceId、role | Average、Maximum、Minimum |
| VVPGateway的端口可用性 | Count | VVPGatewayPortOpen | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| VVP的UI端口可用性 | Count | VVPUiPortOpen | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| HDFS检测出的坏盘数 | Count | VolumeFailures | userId、clusterId、role | Average |
| WriteBlock操作的平均时间 | ms | WriteBlockOpAvgTime | userId、clusterId、role | Average |
| WriteBlock的操作次数 | Count | WriteBlockOpNumOps | userId、clusterId、role | Average |
| 失败的作业数 | Count | YarnAppsFailed | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中Active的作业数 | Count | YarnRootActiveApplications | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中Active的用户数 | Count | YarnRootActiveUsers | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中分配的container数 | Count | YarnRootAllocatedContainers | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中分配的内存量 | MB | YarnRootAllocatedMB | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中分配的vcore数 | Count | YarnRootAllocatedVCores | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中完成的作业数 | Count | YarnRootAppsCompleted | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中杀死的作业数 | Count | YarnRootAppsKilled | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中pending的作业数 | Count | YarnRootAppsPending | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中运行的作业数 | Count | YarnRootAppsRunning | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中提交的作业数 | Count | YarnRootAppsSubmitted | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中可用的内存量 | MB | YarnRootAvailableMB | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中可用的vcore数 | Count | YarnRootAvailableVCores | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中pending的container占比 | % | YarnRootContainerPendingRatio | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| root队列中可用内存的占比 | % | YarnRootMemoryAvailablePercentage | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| root队列中pending的container数 | Count | YarnRootPendingContainers | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中pending的内存量 | MB | YarnRootPendingMB | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中pending的vcore数 | Count | YarnRootPendingVCores | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中预留的container数 | Count | YarnRootReservedContainers | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中预留的内存量 | MB | YarnRootReservedMB | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中预留的vcore数 | Count | YarnRootReservedVCores | userId、clusterId、role | Average、Maximum、Minimum |
| root队列中预留的vcore数占比 | % | YarnRootVCoreAvailablePercentage | userId、clusterId、role、instanceId | Average、Maximum、Minimum |
| zk处理平均延迟 | Millisecond | ZKAvgLatency | userId、clusterId、role | Average |
| Zookeeper客户端监听端口的可用性 | Count | ZKClientPortOpen | userId、clusterId、role | Average |
| ZKFC端口的可用性 | Count | ZKFCPortOpen | userId、clusterId、role | Average |
| 是否是ZK集群的Leader | Count | ZKIsLeader | userId、clusterId、role | Average |
| ZKLeader端口的可用性 | Count | ZKLeaderPortOpen | userId、clusterId、role | Average |
| ZKPeer端口的可用性 | Count | ZKPeerPortOpen | userId、clusterId、role | Average |
| zk最大文件描述符个数 | Count | ZkMaxFileDescriptorCount | userId、clusterId、role | Average |
| zk处理最大时延 | Millisecond | ZkMaxLatency | userId、clusterId、role | Average |
| zk处理最小时延 | Millisecond | ZkMinLatency | userId、clusterId、role | Average |
| zk存活的连接数 | Count | ZkNumAliveConnections | userId、clusterId、role | Average |
| zk打开的文件描述符数 | Count | ZkOpenFileFescriptorCount | userId、clusterId、role | Average |
| zk排队请求的数量 | Count | ZkOutstandingRequests | userId、clusterId、role | Average |
| zk接收的数据包数 | Count | ZkPacketsReceived | userId、clusterId、role | Average |
| zk发送的数据包数 | Count | ZkPacketsSent | userId、clusterId、role | Average |
| zk的watch数目 | Count | ZkWatchCount | userId、clusterId、role | Average |
| zk的znode数量 | Count | ZkZnodeCount | userId、clusterId、role | Average |
| ZooKeeperAuthFailuresPerSec | CountSecond | ZooKeeperAuthFailuresPerSec | userId、clusterId、role | Average |
| ZooKeeperDisconnectsPerSec | CountSecond | ZooKeeperDisconnectsPerSec | userId、clusterId、role | Average |
| ZooKeeperExpiresPerSec | CountSecond | ZooKeeperExpiresPerSec | userId、clusterId、role | Average |
| ZooKeeperReadOnlyConnectsPerSec | CountSecond | ZooKeeperReadOnlyConnectsPerSec | userId、clusterId、role | Average |
| ZooKeeperSaslAuthenticationsPerSec | CountSecond | ZooKeeperSaslAuthenticationsPerSec | userId、clusterId、role | Average |
| ZooKeeperSyncConnectsPerSec | CountSecond | ZooKeeperSyncConnectsPerSec | userId、clusterId、role | Average |
| 网络流入速率 | bit/s | bytes_in | userId、clusterId、role | Average |
| 网络流出速率 | bit/s | bytes_out | userId、clusterId、role | Average |
| Percent of time since boot idle CPU | % | cpu_aidle | userId、clusterId、role | Average |
| CPU空闲率 | % | cpu_idle | userId、clusterId、role | Average |
| Percent CPU interrupt | % | cpu_intr | userId、clusterId、role | Average |
| Percent CPU nice | % | cpu_nice | userId、clusterId、role | Average |
| Percent CPU soft interrupt | % | cpu_sintr | userId、clusterId、role | Average |
| 系统态CPU使用率 | % | cpu_system | userId、clusterId、role | Average |
| 用户态CPU使用率 | % | cpu_user | userId、clusterId、role | Average |
| Percent CPU wait io | % | cpu_wio | userId、clusterId、role | Average |
| 空闲磁盘容量 | Byte | disk_free | userId、clusterId、role | Average |
| 磁盘总容量 | Byte | disk_total | userId、clusterId、role | Average |
| 正在进行状态转换的region数量 | Count | hbase_hmaster_assignment_ritCount | userId、clusterId、hostname | Average |
| 正在进行状态转换并且超过阈值时间的region数量（默认阈值60s） | Count | hbase_hmaster_assignment_ritCountOverThreshold | userId、clusterId、hostname | Average |
| region处于状态转换最长的时间 | ms | hbase_hmaster_assignment_ritOldestAge | userId、clusterId、hostname | Average |
| 死掉的region server数量 | Count | hbase_hmaster_server_numDeadRegionServers | userId、clusterId | Average |
| 存活的region server数量 | Count | hbase_hmaster_server_numRegionServers | userId、clusterId | Average |
| region server rpc活跃的句柄数 | Count | hbase_regionserver_ipc_numActiveHandler | userId、clusterId、hostname | Average |
| region server rpc队列长度 | Count | hbase_regionserver_ipc_numCallsInGeneralQueue | userId、clusterId、hostname | Average |
| region server replication操作队列长度 | Count | hbase_regionserver_ipc_numCallsInReplicationQueue | userId、clusterId、hostname | Average |
| region server rpc连接数 | Count | hbase_regionserver_ipc_numOpenConnections | userId、clusterId、hostname | Average |
| region server追加操作 99%操作延迟 | ms | hbase_regionserver_server_Append_99th_percentile | userId、clusterId、hostname | Average |
| region server平均追加时间 | ms | hbase_regionserver_server_Append_mean | userId、clusterId、hostname | Average |
| region server追加操作数 | Count | hbase_regionserver_server_Append_num_ops | userId、clusterId、hostname | Average |
| region server删除操作99%操作延迟 | ms | hbase_regionserver_server_Delete_99th_percentile | userId、clusterId、hostname | Average |
| region server平均删除时间 | ms | hbase_regionserver_server_Delete_mean | userId、clusterId、hostname | Average |
| region server删除操作数 | Count | hbase_regionserver_server_Delete_num_ops | userId、clusterId、hostname | Average |
| region server获取操作99%操作延迟 | ms | hbase_regionserver_server_Get_99th_percentile | userId、clusterId、hostname | Average |
| region server平均获取时间 | ms | hbase_regionserver_server_Get_mean | userId、clusterId、hostname | Average |
| region server获取操作数 | Count | hbase_regionserver_server_Get_num_ops | userId、clusterId、hostname | Average |
| region server新增操作99%操作延迟 | ms | hbase_regionserver_server_Increment_99th_percentile | userId、clusterId、hostname | Average |
| region server平均新增时间 | ms | hbase_regionserver_server_Increment_mean | userId、clusterId、hostname | Average |
| region server新增操作数 | count | hbase_regionserver_server_Increment_num_ops | userId、clusterId、hostname | Average |
| region server写入操作99%操作延迟 | ms | hbase_regionserver_server_Put_99th_percentile | userId、clusterId、hostname | Average |
| region server平均写入时间 | ms | hbase_regionserver_server_Put_mean | userId、clusterId、hostname | Average |
| region server写入操作数 | Count | hbase_regionserver_server_Put_num_ops | userId、clusterId、hostname | Average |
| region server compaction队列长度 | Count | hbase_regionserver_server_compactionQueueLength | userId、clusterId、hostname | Average |
| region server flush队列长度 | Count | hbase_regionserver_server_flushQueueLength | userId、clusterId、hostname | Average |
| region server管理的hlog文件数量 | Count | hbase_regionserver_server_hlogFileCount | userId、clusterId、hostname | Average |
| region server 写入操作标记可以绕过WAL个数 | Count | hbase_regionserver_server_mutationsWithoutWALCount | userId、clusterId、hostname | Average |
| region server读请求数 | Count | hbase_regionserver_server_readRequestCount | userId、clusterId、hostname | Average |
| region server所拥有的的region数量 | Count | hbase_regionserver_server_regionCount | userId、clusterId、hostname | Average |
| region server慢追加操作数 | Count | hbase_regionserver_server_slowAppendCount | userId、clusterId、hostname | Average |
| region server慢删除操作数 | Count | hbase_regionserver_server_slowDeleteCount | userId、clusterId、hostname | Average |
| region server慢获取操作数 | Count | hbase_regionserver_server_slowGetCount | userId、clusterId、hostname | Average |
| region server慢新增操作数 | Count | hbase_regionserver_server_slowIncrementCount | userId、clusterId、hostname | Average |
| region server慢写入操作数 | Count | hbase_regionserver_server_slowPutCount | userId、clusterId、hostname | Average |
| region server管理的文件个数 | Count | hbase_regionserver_server_storeFileCount | userId、clusterId、hostname | Average |
| region server管理的文件大小 | Count | hbase_regionserver_server_storeFileSize | userId、clusterId、hostname | Average |
| region server总请求数 | Count | hbase_regionserver_server_totalRequestCount | userId、clusterId、hostname | Average |
| region server更新操作阻塞时间 | Count | hbase_regionserver_server_updatesBlockedTime | userId、clusterId、hostname | Average |
| region server写请求数 | Count | hbase_regionserver_server_writeRequestCount | userId、clusterId、hostname | Average |
| datanode gc时间 | Count | hdfs_datanode_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| datanode rpc队列积压长度 | Count | hdfs_datanode_rpc_activity_CallQueueLength | userId、clusterId、hostname | Average |
| journalnode gc时间 | ms | hdfs_journalnode_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| journalnode rpc队列积压长度 | Count | hdfs_journalnode_rpc_activity_CallQueueLength | userId、clusterId、hostname | Average |
| namenode剩余的空间大小 | GB | hdfs_namenode_fsnamesystem_CapacityRemainingGB | userId、clusterId、hostname | Average |
| namenode损坏的块数 | Count | hdfs_namenode_fsnamesystem_CorruptBlocks | userId、clusterId、hostname | Average |
| datanode向namenode心跳超时的个数 | Count | hdfs_namenode_fsnamesystem_ExpiredHeartbeats | userId、clusterId、hostname | Average |
| namenode丢失的块数 | Count | hdfs_namenode_fsnamesystem_MissingBlocks | userId、clusterId、hostname | Average |
| namenode离线的已经decommission的datanode个数 | Count | hdfs_namenode_fsnamesystem_NumDecomDeadDataNodes | userId、clusterId、hostname | Average |
| namenode在线的已经decommision的datanode个数 | Count | hdfs_namenode_fsnamesystem_NumDecomLiveDataNodes | userId、clusterId、hostname | Average |
| namenode由于heartbeat延迟被标记为stale的datanode个数（默认是超过三个心跳时间） | Count | hdfs_namenode_fsnamesystem_StaleDataNodes | userId、clusterId、hostname | Average |
| namenode不足副本的块数 | Count | hdfs_namenode_fsnamesystem_UnderReplicatedBlocks | userId、clusterId、hostname | Average |
| namenode存盘算坏的总数 | Count | hdfs_namenode_fsnamesystem_VolumeFailuresTotal | userId、clusterId、hostname | Average |
| namenode上一次ha切换时间 | ms | hdfs_namenode_ha_transition_time | userId、clusterId、hostname | Average |
| namenode gc次数 | Count | hdfs_namenode_jvm_GcCount | userId、clusterId、hostname | Average |
| namenode gc时间 | ms | hdfs_namenode_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| namenode内存水位预估 | MB | hdfs_namenode_memory_threshold | userId、clusterId、hostname | Average |
| namenode启动的时间 | ms | hdfs_namenode_namenodeinfo_NNStartedTimeInMillis | userId、clusterId、hostname | Average |
| namenode安全模式时间 | ms | hdfs_namenode_rpc_SafeModeTime | userId、clusterId、hostname | Average |
| namenode rpc队列积压长度 | Count | hdfs_namenode_rpc_activity_CallQueueLength | userId、clusterId、hostname | Average |
| namenode rpc client端口队列积压长度 | Count | hdfs_namenode_rpc_client_activity_CallQueueLength | userId、clusterId、hostname | Average |
| namenode safemode状态 | Count | hdfs_namenode_safemode_status | userId、clusterId、hostname | Average |
| namenode状态（-1：未知状态或进程挂掉、 0：standby、 1：active） | Count | hdfs_namenode_status | userId、clusterId、hostname | Average |
| metastore活跃create table请求 | μs | hive_active_calls_api_create_table | userId、clusterId、hostname | Average |
| metastore活跃drop table请求 | μs | hive_active_calls_api_drop_table | userId、clusterId、hostname | Average |
| metastore alter table请求 | μs | hive_api_alter_table | userId、clusterId、hostname | Average |
| metastore alter table请求（with env context） | μs | hive_api_alter_table_with_environment_context | userId、clusterId、hostname | Average |
| metastore create table请求 | μs | hive_api_create_table | userId、clusterId、hostname | Average |
| metastore create table请求（with env context） | μs | hive_api_create_table_with_environment_context | userId、clusterId、hostname | Average |
| drop table请求 | μs | hive_api_drop_table | userId、clusterId、hostname | Average |
| drop table请求（with env context） | μs | hive_api_drop_table_with_environment_context | userId、clusterId、hostname | Average |
| get all databases请求 | μs | hive_api_get_all_databases | userId、clusterId、hostname | Average |
| get all functions请求 | μs | hive_api_get_all_functions | userId、clusterId、hostname | Average |
| get database请求 | μs | hive_api_get_database | userId、clusterId、hostname | Average |
| get databases请求 | μs | hive_api_get_databases | userId、clusterId、hostname | Average |
| get multi table请求 | μs | hive_api_get_multi_table | userId、clusterId、hostname | Average |
| get table请求 | μs | hive_api_get_table | userId、clusterId、hostname | Average |
| get table objects by name请求 | μs | hive_api_get_table_objects_by_name_req | userId、clusterId、hostname | Average |
| get table req请求 | μs | hive_api_get_table_req | userId、clusterId、hostname | Average |
| get table statistics请求 | μs | hive_api_get_table_statistics_req | userId、clusterId、hostname | Average |
| get tables请求 | μs | hive_api_get_tables | userId、clusterId、hostname | Average |
| get tables by type请求 | μs | hive_api_get_tables_by_type | userId、clusterId、hostname | Average |
| get table objects by name请求 | μs | hive_api_get_table_objects_by_name_req | userId、clusterId、hostname | Average |
| get table req请求 | μs | hive_api_get_table_req | userId、clusterId、hostname | Average |
| get table statistics请求 | μs | hive_api_get_table_statistics_req | userId、clusterId、hostname | Average |
| hf2挂起的SQL操作 | Count | hive_metrics_api_hs2_sql_operation_PENDING | userId、clusterId、hostname | Average |
| kudu_失效的数据目录个数 | Count | kudu_data_dirs_failed | userId、clusterId、hostname | Average |
| kudu_Full状态的数据目录个数 | Count | kudu_data_dirs_full | userId、clusterId、hostname | Average |
| 15分钟平均负载 | Count | load_fifteen | userId、clusterId、role | Average |
| 5分钟平均负载 | Count | load_five | userId、clusterId、role | Average |
| 1分钟平均负载 | Count | load_one | userId、clusterId、role | Average |
| Amount of buffered memory | KB | mem_buffers | userId、clusterId、role | Average |
| Amount of cached memory | KB | mem_cached | userId、clusterId、role | Average |
| 空闲内存容量 | KB | mem_free | userId、clusterId、role | Average |
| Amount of shared memory | KB | mem_shared | userId、clusterId、role | Average |
| 总内存容量 | KB | mem_total | userId、clusterId、role | Average |
| 已使用的内存占比 | % | mem_used_percent | userId、clusterId、role | Average |
| Maximum percent used for all partitions | % | part_max_used | userId、clusterId、role | Average |
| 数据包流入速率 | Count/Second | pkts_in | userId、clusterId、role | Average |
| 数据包流出速率 | Count/Second | pkts_out | userId、clusterId、role | Average |
| presto_ClusterMemoryManager_集群内存泄漏的查询总数 | Count | presto_ClusterMemoryManager_NumberOfLeakedQueries | userId、clusterId | Average |
| presto_ClusterMemoryManager_oom killed的查询总数 | Count | presto_ClusterMemoryManager_QueriesKilledDueToOutOfMemory | userId、clusterId | Average |
| presto_ClusterMemoryPool_集群block节点数 | Count | presto_ClusterMemoryPool_name_general_BlockedNodes | userId、clusterId | Average |
| presto_ClusterMemoryPool_集群内存池可用内存 | Byte | presto_ClusterMemoryPool_name_general_FreeDistributedBytes | userId、clusterId | Average |
| presto_ClusterMemoryPool_集群内存池节点数 | Count | presto_ClusterMemoryPool_name_general_Nodes | userId、clusterId | Average |
| presto_JVM最大内存 | Byte | presto_Memory_HeapMemoryUsage_max | userId、clusterId、hostname | Average |
| presto非堆内存使用量 | Byte | presto_Memory_NonHeapMemoryUsage_used | userId、clusterId、hostname | Average |
| presto_QueryManager_查询处理的cpu时间/min | Second | presto_QueryManager_ConsumedCpuTimeSecs_OneMinute_Count | userId、clusterId、hostname | Average |
| presto_QueryManager_外部异常导致的失败查询数/min | Count | presto_QueryManager_ExternalFailures_OneMinute_Count | userId、clusterId、hostname | Average |
| presto_QueryManager_失败的查询数/min | Count | presto_QueryManager_FailedQueries_OneMinute_Count | userId、clusterId、hostname | Average |
| presto_QueryManager_服务内部异常导致的失败查询数/min | Count | presto_QueryManager_InternalFailures_OneMinute_Count | userId、clusterId、hostname | Average |
| presto_等待中的query总数 | Count | presto_QueryManager_QueuedQueries | userId、clusterId、hostname | Average |
| presto_QueryManager_查询平均排队时间/min | ms | presto_QueryManager_QueuedTime_OneMinute_Avg | userId、clusterId、hostname | Average |
| presto_QueryManager_用户异常导致的失败查询数/min | Count | presto_QueryManager_UserErrorFailures_OneMinute_Count | userId、clusterId、hostname | Average |
| 运行中的进程数目 | Count | proc_run | userId、clusterId、role | Average |
| 总进程数目 | Count | proc_total | userId、clusterId、role | Average |
| 阻塞的进程数目 | Count | procs_blocked | userId、clusterId、role | Average |
| 创建的进程/线程数目 | Count | procs_created | userId、clusterId、role | Average |
| Amount of available swap memory | KB | swap_free | userId、clusterId、role | Average |
| Total amount of swap space displayed in KBs | KB | swap_total | userId、clusterId、role | Average |
| resoucemanager 存活的nodemanager节点个数 | Count | yarn_cluster_NumActiveNMs | userId、clusterId、hostname | Average |
| resoucemanager 已经decommission的nodemanager节点个数 | Count | yarn_cluster_NumDecommissionedNMs | userId、clusterId、hostname | Average |
| resoucemanager 正在decommission的nodemanager节点个数 | Count | yarn_cluster_NumDecommissioningNMs | userId、clusterId、hostname | Average |
| resoucemanager 已经失联的nodemanager节点个数 | Count | yarn_cluster_NumLostNMs | userId、clusterId、hostname | Average |
| resoucemanager 重启的nodemanager节点个数 | Count | yarn_cluster_NumRebootedNMs | userId、clusterId、hostname | Average |
| resoucemanager 关闭的nodemanager节点个数 | Count | yarn_cluster_NumShutdownNMs | userId、clusterId、hostname | Average |
| resoucemanager 不健康的nodemanager节点个数 | Count | yarn_cluster_NumUnhealthyNMs | userId、clusterId、hostname | Average |
| 集群重启的节点数 | Count | yarn_cluster_rebootedNodes | userId、clusterId、hostname | Average |
| 集群被预留调度的内存大小 | MB | yarn_cluster_reservedMB | userId、clusterId、hostname | Average |
| 集群被预留调度的虚拟核数 | Count | yarn_cluster_reservedVirtualCores | userId、clusterId、hostname | Average |
| 集群关闭的节点数 | Count | yarn_cluster_shutdownNodes | userId、clusterId、hostname | Average |
| 集群总内存大小 | MB | yarn_cluster_totalMB | userId、clusterId、hostname | Average |
| 集群总节点数 | Count | yarn_cluster_totalNodes | userId、clusterId、hostname | Average |
| 集群总虚拟核数 | Count | yarn_cluster_totalVirtualCores | userId、clusterId、hostname | Average |
| 集群不健康的节点数 | Count | yarn_cluster_unhealthyNodes | userId、clusterId、hostname | Average |
| jobhistory jvm gc次数 | Count | yarn_jobhistory_jvm_GcCount | userId、clusterId、hostname | Average |
| jobhistory jvm gc时间 | ms | yarn_jobhistory_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| nodemanager可用的虚拟核数 | Count | yarn_nodemanager_availableVirtualCores | userId、clusterId、hostname | Average |
| nodemanager可用的内存大小 | MB | yarn_nodemanager_availMemoryMB | userId、clusterId、hostname | Average |
| nodemanager磁盘损坏个数 | Count | yarn_nodemanager_BadLocalDirs | userId、clusterId、hostname | Average |
| nodemanager container完成个数 | Count | yarn_nodemanager_ContainersCompleted | userId、clusterId、hostname | Average |
| nodemanager container失败个数 | Count | yarn_nodemanager_ContainersFailed | userId、clusterId、hostname | Average |
| nodemanager container初始化中个数 | Count | yarn_nodemanager_ContainersIniting | userId、clusterId、hostname | Average |
| nodemanager container被杀掉个数 | Count | yarn_nodemanager_ContainersKilled | userId、clusterId、hostname | Average |
| nodemanager container启动个数 | Count | yarn_nodemanager_ContainersLaunched | userId、clusterId、hostname | Average |
| nodemanager container正在运行个数 | Count | yarn_nodemanager_ContainersRunning | userId、clusterId、hostname | Average |
| nodemanager磁盘利用率 | Percent | yarn_nodemanager_GoodLocalDirsDiskUtilizationPerc | userId、clusterId、hostname | Average |
| nodemanager jvm gc次数 | Count | yarn_nodemanager_jvm_GcCount | userId、clusterId、hostname | Average |
| nodemanager jvm gc时间 | ms | yarn_nodemanager_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| nodemanager最近一次健康状态时间 | Count | yarn_nodemanager_lastHealthUpdate | userId、clusterId、hostname | Average |
| nodemanager运行的container个数 | Count | yarn_nodemanager_numContainers | userId、clusterId、hostname | Average |
| nodemanager shuffle连接数 | Count | yarn_nodemanager_shuffle_ShuffleConnections | userId、clusterId、hostname | Average |
| nodemanager shuffle输出失败个数 | Count | yarn_nodemanager_shuffle_ShuffleOutputsFailed | userId、clusterId、hostname | Average |
| nodemanager shuffle输出成功个数 | Count | yarn_nodemanager_shuffle_ShuffleOutputsOK | userId、clusterId、hostname | Average |
| nodemanager使用的内存大小 | MB | yarn_nodemanager_usedMemoryMB | userId、clusterId、hostname | Average |
| nodemanager使用的虚拟核数 | Count | yarn_nodemanager_usedVirtualCores | userId、clusterId、hostname | Average |
| resoucemanager jvm gc次数 | Count | yarn_resourcemanager_jvm_GcCount | userId、clusterId、hostname | Average |
| resoucemanager jvm gc时间 | ms | yarn_resourcemanager_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| resourcemanager capacity调度器特定队列在总集群中使用的capactity | Percent | yarn_resourcemanager_queue_absoluteUsedCapacity | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列累积的container分配数 | Count | yarn_resourcemanager_queue_AggregateContainersAllocated | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列累积的container释放数 | Count | yarn_resourcemanager_queue_AggregateContainersReleased | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列分配的container数 | Count | yarn_resourcemanager_queue_AllocatedContainers | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列分配的内存大小 | MB | yarn_resourcemanager_queue_AllocatedMB | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列分配的虚拟核数 | Count | yarn_resourcemanager_queue_AllocatedVCores | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列application master使用的内存 | MB | yarn_resourcemanager_queue_amResourceUsed_memory | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列application master使用的虚拟核数 | Count | yarn_resourcemanager_queue_amResourceUsed_vCores | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列application master使用的内存大小 | MB | yarn_resourcemanager_queue_amUsedResources_memory | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列applicatio master使用的虚拟核数 | Count | yarn_resourcemanager_queue_amUsedResources_vCores | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列完成的任务数 | Count | yarn_resourcemanager_queue_AppsCompleted | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列失败的任务数 | Count | yarn_resourcemanager_queue_AppsFailed | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列被杀死的任务数 | Count | yarn_resourcemanager_queue_AppsKilled | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列阻塞的任务数 | Count | yarn_resourcemanager_queue_AppsPending | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列正在运行的任务数 | Count | yarn_resourcemanager_queue_AppsRunning | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列提交的任务数 | Count | yarn_resourcemanager_queue_AppsSubmitted | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队可用内存 | MB | yarn_resourcemanager_queue_AvailableMB | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列可用核数 | Count | yarn_resourcemanager_queue_AvailableVCores | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列使用的内存 | MB | yarn_resourcemanager_queue_memoryUsed | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列运行的application个数 | Count | yarn_resourcemanager_queue_numActiveApplications | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列正在运行的application个数 | Count | yarn_resourcemanager_queue_numActiveApps | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列在调度器中的application个数 | Count | yarn_resourcemanager_queue_numApplications | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列container个数 | Count | yarn_resourcemanager_queue_numContainers | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列阻塞调度的application个数 | Count | yarn_resourcemanager_queue_numPendingApplications | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列阻塞调度的application个数 | Count | yarn_resourcemanager_queue_numPendingApps | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列阻塞调度container个数 | Count | yarn_resourcemanager_queue_PendingContainers | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列阻塞调度内存 | MB | yarn_resourcemanager_queue_PendingMB | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列阻塞调度核数 | Count | yarn_resourcemanager_queue_PendingVCores | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列预留container数 | Count | yarn_resourcemanager_queue_ReservedContainers | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列预留内存 | MB | yarn_resourcemanager_queue_ReservedMB | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列预留的内存大小 | MB | yarn_resourcemanager_queue_reservedResources_memory | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列预留的虚拟核数 | Count | yarn_resourcemanager_queue_reservedResources_vCores | userId、clusterId、queueName | Average |
| resourcemanager调度器特定队列预留核数 | Count | yarn_resourcemanager_queue_ReservedVCores | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列在父队列中使用的capacity | Percent | yarn_resourcemanager_queue_usedCapacity | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列使用的内存大小 | MB | yarn_resourcemanager_queue_usedResources_memory | userId、clusterId、queueName | Average |
| resourcemanager fair调度器特定队列使用的虚拟核数 | Count | yarn_resourcemanager_queue_usedResources_vCores | userId、clusterId、queueName | Average |
| resourcemanager capacity调度器特定队列使用的虚拟核数 | Count | yarn_resourcemanager_queue_vCoresUsed | userId、clusterId、queueName | Average |
| resoucemanager rpc队列积压长度 | Count | yarn_resourcemanager_rpc_CallQueueLength | userId、clusterId、hostname | Average |
| resoucemanager rpc连接数 | Count | yarn_resourcemanager_rpc_NumOpenConnections | userId、clusterId、hostname | Average |
| resoucemanager rpc队列平均处理时间 | ms | yarn_resourcemanager_rpc_RpcProcessingTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server jvm gc次数 | Count | yarn_timelineserver_jvm_GcCount | userId、clusterId、hostname | Average |
| timeline server jvm gc时间 | ms | yarn_timelineserver_jvm_GcTimeMillis | userId、clusterId、hostname | Average |
| timeline server获取Domain操作数 | Count | yarn_timeline_GetDomainOps | userId、clusterId、hostname | Average |
| timeline server批量获取Domains操作数 | Count | yarn_timeline_GetDomainsOps | userId、clusterId、hostname | Average |
| timeline server批量获取Domains平均时间 | ms | yarn_timeline_GetDomainsTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server获取Domain平均时间 | ms | yarn_timeline_GetDomainTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server获取批量entities操作数 | Count | yarn_timeline_GetEntitiesOps | userId、clusterId、hostname | Average |
| timeline server获取批量entities平均时间 | ms | yarn_timeline_GetEntitiesTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server获取entity操作数 | Count | yarn_timeline_GetEntityOps | userId、clusterId、hostname | Average |
| timeline server获取entity平均时间 | ms | yarn_timeline_GetEntityTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server获取批量events操作数 | Count | yarn_timeline_GetEventsOps | userId、clusterId、hostname | Average |
| timeline server获取批量evnets平均时间 | ms | yarn_timeline_GetEventsTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server更新批量entities操作数 | Count | yarn_timeline_PostEntitiesOps | userId、clusterId、hostname | Average |
| timeline server更新批量entities的平均时间 | ms | yarn_timeline_PostEntitiesTimeAvgTime | userId、clusterId、hostname | Average |
| timeline server更新Domain操作数 | Count | yarn_timeline_PutDomainOps | userId、clusterId、hostname | Average |
| timeline server更新Domain平均时间 | ms | yarn_timeline_PutDomainTimeAvgTime | userId、clusterId、hostname | Average |
| Zepplin端口的可用性 | Count | ZeppelinPortOpen | userId、clusterId、role | Average |
| zk处理平均延迟 | Millisecond | ZKAvgLatency | userId、clusterId、role | Average |
| Zookeeper客户端监听端口的可用性 | Count | ZKClientPortOpen | userId、clusterId、role | Average |
| ZKFC端口的可用性 | Count | ZKFCPortOpen | userId、clusterId、role | Average |
| 是否是ZK集群的Leader | Count | ZKIsLeader | userId、clusterId、role | Average |
| ZKLeader端口的可用性 | Count | ZKLeaderPortOpen | userId、clusterId、role | Average |
| zk最大文件描述符个数 | Count | ZkMaxFileDescriptorCount | userId、clusterId、role | Average |
| zk处理最大时延 | Millisecond | ZkMaxLatency | userId、clusterId、role | Average |
| zk处理最小时延 | Millisecond | ZkMinLatency | userId、clusterId、role | Average |
| zk存活的连接数 | Count | ZkNumAliveConnections | userId、clusterId、role | Average |
| zk打开的文件描述符数 | Count | ZkOpenFileFescriptorCount | userId、clusterId、role | Average |
| zk排队请求的数量 | Count | ZkOutstandingRequests | userId、clusterId、role | Average |
| zk接收的数据包数 | Count | ZkPacketsReceived | userId、clusterId、role | Average |
| zk发送的数据包数 | Count | ZkPacketsSent | userId、clusterId、role | Average |
| ZKPeer端口的可用性 | Count | ZKPeerPortOpen | userId、clusterId、role | Average |
| zk的watch数目 | Count | ZkWatchCount | userId、clusterId、role | Average |
| zk的znode数量 | Count | ZkZnodeCount | userId、clusterId、role | Average |
| zookeeper平均请求延迟 | ms | zk_avg_latency | userId、clusterId、hostname | Average |
| zookeeper节点状态（-1：节点不可用、0：follower、1：leader） | Count | zk_node_status | userId、clusterId、hostname | Average |
| zookeeper存活的连接数 | Count | zk_num_alive_connections | userId、clusterId、hostname | Average |
| zookeeper排队请求的数量 | Count | zk_outstanding_requests | userId、clusterId、hostname | Average |
| 同步的zookeeper服务数量 | Count | zk_synced_followers | userId、clusterId、hostname | Average |
| zookeeper znode的数量 | Count | zk_znode_count | userId、clusterId、hostname | Average |