21 KiB
21 KiB
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Metrics reference
Performance Analyzer provides a number of metrics to help you evaluate performance. The following tables describe the available metrics, grouped by the dimensions that are most relevant for that metric. All metrics support the avg, sum, min, and max aggregations, although for certain metrics, the measured value is the same regardless of aggregation type.
For information about each of the dimensions, see dimensions reference later in this topic.
This list is extensive. We recommend using Ctrl/Cmd + F to find what you're looking for. {: .tip }
Relevant dimensions: ShardID, IndexName, Operation, ShardRole
| Metric | Description |
|---|---|
| CPU_Utilization | CPU usage ratio. CPU time (in milliseconds) used by the associated thread(s) in the past five seconds, divided by 5000 milliseconds. |
| Paging_MajfltRate | The number of major faults per second in the past five seconds. A major fault requires the process to load a memory page from disk. |
| Paging_MinfltRate | The number of minor faults per second in the past five seconds. A minor fault does not requires the process to load a memory page from disk. |
| Paging_RSS | The number of pages the process has in real memory---the pages that count towards text, data, or stack space. This number does not include pages that have not been demand-loaded in or swapped out. |
| Sched_Runtime | Time (seconds) spent executing on the CPU per context switch. |
| Sched_Waittime | Time (seconds) spent waiting on a run queue per context switch. |
| Sched_CtxRate | Number of times run on the CPU per second in the past five seconds. |
| Heap_AllocRate | An approximation, in bytes, of the heap memory allocated per second in the last 5 seconds. |
| IO_ReadThroughput | Number of bytes read per second in the last five seconds. |
| IO_WriteThroughput | Number of bytes written per second in the last five seconds. |
| IO_TotThroughput | Number of bytes read or written per second in the last five seconds. |
| IO_ReadSyscallRate | Read system calls per second in the last five seconds. |
| IO_WriteSyscallRate | Write system calls per second in the last five seconds. |
| IO_TotalSyscallRate | Read and write system calls per second in the last five seconds. |
| Thread_Blocked_Time | The average amount of time, in seconds, that the associated thread has been blocked from entering or reentering a monitor. |
| Thread_Blocked_Event | The total number of times that the associated thread has been blocked from entering or reentering a monitor (that is, the number of times a thread has been in the `blocked` state). |
| Thread_Waited_Time | The average amount of time, in seconds, that the associated thread has waited to enter or reenter a monitor (that is, the amount of time a thread has been in the `WAITING` or `TIMED_WAITING` state)". |
| Thread_Waited_Event | The total number of times that the associated thread has waited to enter or reenter a monitor (that is, the number of times a thread has been in the WAITING or TIMED_WAITING state).
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| ShardEvents | The total number of events executed on a shard in the past five seconds. |
| ShardBulkDocs | The total number of documents indexed in the past five seconds. |
Relevant dimensions: ShardID, IndexName
| Metric | Description |
|---|---|
| Indexing_ThrottleTime | Time (milliseconds) that the index has been under merge throttling control in the past five seconds. |
| Cache_Query_Hit | The number of successful lookups in the query cache in the past five seconds. |
| Cache_Query_Miss | The number of lookups in the query cache that failed to retrieve a `DocIdSet` in the past five seconds. `DocIdSet` is a set of document IDs in Lucene. |
| Cache_Query_Size | Query cache memory size in bytes. |
| Cache_FieldData_Eviction | The number of times OpenSearch has evicted data from the fielddata heap space (occurs when the heap space is full) in the past five seconds. |
| Cache_FieldData_Size | Fielddata memory size in bytes. |
| Cache_Request_Hit | The number of successful lookups in the shard request cache in the past five seconds. |
| Cache_Request_Miss | The number of lookups in the request cache that failed to retrieve the results of search requests in the past five seconds. |
| Cache_Request_Eviction | The number of times OpenSearch evicts data from shard request cache (occurs when the request cache is full) in the past five seconds. |
| Cache_Request_Size | Shard request cache memory size in bytes. |
Relevant dimensions: ShardID, IndexName, IndexingStage
| Metric | Description |
|---|---|
| Indexing_Pressure_Current_Limits | The total heap size, in bytes, that is available for use by an index shard in a particular indexing stage (Coordinating, Primary, or Replica). |
| Indexing_Pressure_Current_Bytes | The total heap size, in bytes, occupied by an index shard in a particular indexing stage (Coordinating, Primary, or Replica). |
| Indexing_Pressure_Last_Successful_Timestamp | The timestamp of a successful request for an index shard in a particular indexing stage (Coordinating, Primary, or Replica). |
| Indexing_Pressure_Rejection_Count | The total number of rejections performed by OpenSearch for an index shard in a particular indexing stage (Coordinating, Primary, or Replica). |
| Indexing_Pressure_Average_Window_Throughput | The average throughput of the last n requests (The value of n is determined by the `shard_indexing_pressure.secondary_parameter.throughput.request_size_window` setting) for an index shard in a particular indexing stage (Coordinating, Primary, or Replica). |
Relevant dimensions: Operation, Exception, Indices, HTTPRespCode, ShardID, IndexName, ShardRole
| Metric | Description |
|---|---|
| Latency | Latency (milliseconds) of a request. |
Relevant dimension: MemType
| Metric | Description |
|---|---|
| GC_Collection_Event | The number of garbage collections that have occurred in the past five seconds. |
| GC_Collection_Time | The approximate accumulated time (milliseconds) of all garbage collections that have occurred in the past five seconds. |
| Heap_Committed | The amount of memory (bytes) that is committed for the JVM to use. |
| Heap_Init | The amount of memory (bytes) that the JVM initially requests from the operating system for memory management. |
| Heap_Max | The maximum amount of memory (bytes) that can be used for memory management. |
| Heap_Used | The amount of used memory in bytes. |
Relevant dimension: DiskName
| Metric | Description |
|---|---|
| Disk_Utilization | Disk utilization rate: percentage of disk time spent reading and writing by the OpenSearch process in the past five seconds. |
| Disk_WaitTime | Average duration (milliseconds) of read and write operations in the past five seconds. |
| Disk_ServiceRate | Service rate: MB read or written per second in the past five seconds. This metric assumes that each disk sector stores 512 bytes. |
Relevant dimension: DestAddr
| Metric | Description |
|---|---|
| Net_TCP_NumFlows | The number of samples collected. Performance Analyzer collects 1 sample every 5 seconds. |
| Net_TCP_TxQ | The average number of TCP packets in the send buffer. |
| Net_TCP_RxQ | The average number of TCP packets in the receive buffer. |
| Net_TCP_Lost | The average number of unrecovered recurring timeouts. This number is reset when the recovery finishes or `SND.UNA` is advanced. `SND.UNA` is the sequence number of the first byte of data that has been sent but not yet acknowledged. |
| Net_TCP_SendCWND | The average size, in bytes, of the sending congestion window. |
| Net_TCP_SSThresh | The average size, in bytes, of the slow start size threshold. |
Relevant dimension: Direction
| Metric | Description |
|---|---|
| Net_PacketRate4 | The total number of IPv4 datagrams transmitted/received from/by interfaces per second, including those transmitted or received in error. |
| Net_PacketDropRate4 | The total number of IPv4 datagrams transmitted or received in error per second. |
| Net_PacketRate6 | The total number of IPv6 datagrams transmitted or received from or by interfaces per second, including those transmitted or received in error. |
| Net_PacketDropRate6 | The total number of IPv6 datagrams transmitted or received in error per second. |
| Net_Throughput | The number of bits transmitted or received per second by all network interfaces. |
Relevant dimension: ThreadPoolType
| Metric | Description |
|---|---|
| ThreadPool_QueueSize | The size of the task queue. |
| ThreadPool_RejectedReqs | The number of rejected executions. |
| ThreadPool_TotalThreads | The current number of threads in the pool. |
| ThreadPool_ActiveThreads | The approximate number of threads that are actively executing tasks. |
| ThreadPool_QueueLatency | The latency of the task queue. |
| ThreadPool_QueueCapacity | The current capacity of the task queue. |
Relevant dimension: ClusterManager_PendingTaskType
| Metric | Description |
|---|---|
| ClusterManager_PendingQueueSize | The current number of pending tasks in the cluster state update thread. Each node has a cluster state update thread that submits cluster state update tasks, such as create index, update mapping, allocate shard, and fail shard. |
Relevant dimensions: Operation, Exception, Indices, HTTPRespCode
| Metric | Description |
|---|---|
| HTTP_RequestDocs | The number of items in the request (only for the `_bulk` request type). |
| HTTP_TotalRequests | The number of requests completed in the last 5 seconds. |
Relevant dimension: CBType
| Metric | Description |
|---|---|
| CB_EstimatedSize | The current number of estimated bytes. |
| CB_TrippedEvents | The number of times that the circuit breaker has tripped. |
| CB_ConfiguredSize | The limit, in bytes, of the amount of memory operations can use. |
Relevant dimensions: ClusterManagerTaskInsertOrder, ClusterManagerTaskPriority, ClusterManagerTaskType, ClusterManagerTaskMetadata
| Metric | Description |
|---|---|
| ClusterManager_Task_Queue_Time | The amount of time, in milliseconds, that a cluster manager task spent in the queue. |
| ClusterManager_Task_Run_Time | The amount of time, in milliseconds, that a cluster manager task has been running. |
Relevant dimension: CacheType
| Metric | Description |
|---|---|
| Cache_MaxSize | The maximum size of the cache, in bytes. |
Relevant dimension: ControllerName
| Metric | Description |
|---|---|
| AdmissionControl_RejectionCount | The total number of rejections performed by a Controller of Admission Control. |
| AdmissionControl_CurrentValue | The current value for Controller of Admission Control. |
| AdmissionControl_ThresholdValue | The threshold value for Controller of Admission Control. |
Relevant dimension: NodeID
| Metric | Description |
|---|---|
| Data_RetryingPendingTasksCount | The number of throttled pending tasks on which the data node is actively performing retries. It is an absolute metric at that point in time. |
| ClusterManager_ThrottledPendingTasksCount | The sum of the total pending tasks that were throttled by the cluster manager node. This is a cumulative metric, so make sure to check the max aggregation. |
Relevant dimensions: N/A
The following metrics are relevant to the cluster as a whole and do not require specific dimensions.
| Metric | Description |
|---|---|
| Election_Term | A number that increases monotonically with every cluster manager election. |
| PublishClusterState_Latency | The amount of time taken by the quorum of nodes to publish the new cluster state. This metric is available for the current cluster manager. |
| PublishClusterState_Failure | The number of times the new cluster state failed to publish on the cluster manager node. |
| ClusterApplierService_Latency | The amount of time taken by each node for the apply cluster state sent by the cluster manager. |
| ClusterApplierService_Failure | The number of times that the apply cluster state action failed on each node. |
Relevant dimensions: IndexName, NodeName, ShardType, ShardID
| Metric | Description |
|---|---|
| Shard_State | The state of each shard, for example, `STARTED`, `UNASSIGNED`, or `RELOCATING`. |
Dimensions reference
| Dimension | Return values |
|---|---|
| ShardID | The ID of the shard, for example, 1. |
| IndexName | The name of the index, for example, my-index. |
| Operation | The type of operation, for example, shardbulk. |
| ShardRole | The shard role, for example, primary or replica. |
| Exception | OpenSearch exceptions, for example, org.opensearch.index_not_found_exception. |
| Indices | The list of indexes in the request URL. |
| HTTPRespCode | The response code from OpenSearch, for example, 200. |
| MemType | The memory type, for example, totYoungGC, totFullGC, Survivor, PermGen, OldGen, Eden, NonHeap, or Heap. |
| DiskName | The name of the disk, for example, sda1. |
| DestAddr | The destination address, for example, 010015AC. |
| Direction | The direction, for example, in or out. |
| ThreadPoolType | The OpenSearch thread pools, for example, index, search, or snapshot. |
| CBType | The circuit breaker type, for example, accounting, fielddata, in_flight_requests, parent, or request. |
| ClusterManagerTaskInsertOrder | The order in which the task was inserted, for example, 3691. |
| ClusterManagerTaskPriority | The priority of the task, for example, URGENT. OpenSearch executes higher-priority tasks before lower-priority ones, regardless of insert_order. |
| ClusterManagerTaskType | The task type, for example, shard-started, create-index, delete-index, refresh-mapping, put-mapping, CleanupSnapshotRestoreState, or Update snapshot state. |
| ClusterManagerTaskMetadata | The metadata for the task (if any). |
| CacheType | The cache type, for example, Field_Data_Cache, Shard_Request_Cache, or Node_Query_Cache. |