429 lines
14 KiB
Markdown
429 lines
14 KiB
Markdown
---
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layout: "docs"
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page_title: "Telemetry"
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sidebar_current: "docs-agent-telemetry"
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description: |-
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Learn about the telemetry data available in Nomad.
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---
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# Telemetry
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The Nomad agent collects various runtime metrics about the performance of
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different libraries and subsystems. These metrics are aggregated on a ten
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second interval and are retained for one minute.
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To view this data, you must send a signal to the Nomad process: on Unix,
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this is `USR1` while on Windows it is `BREAK`. Once Nomad receives the signal,
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it will dump the current telemetry information to the agent's `stderr`.
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This telemetry information can be used for debugging or otherwise
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getting a better view of what Nomad is doing.
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Telemetry information can be streamed to both [statsite](https://github.com/armon/statsite)
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as well as statsd based on providing the appropriate configuration options.
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To configure the telemetry output please see the [agent
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configuration](/docs/agent/config.html#telemetry_config).
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Below is sample output of a telemetry dump:
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```text
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.nomad.broker.total_blocked': 0.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.nomad.plan.queue_depth': 0.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.malloc_count': 7568.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.total_gc_runs': 8.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.nomad.broker.total_ready': 0.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.num_goroutines': 56.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.sys_bytes': 3999992.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.heap_objects': 4135.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.nomad.heartbeat.active': 1.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.nomad.broker.total_unacked': 0.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.nomad.broker.total_waiting': 0.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.alloc_bytes': 634056.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.free_count': 3433.000
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[2015-09-17 16:59:40 -0700 PDT][G] 'nomad.runtime.total_gc_pause_ns': 6572135.000
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[2015-09-17 16:59:40 -0700 PDT][C] 'nomad.memberlist.msg.alive': Count: 1 Sum: 1.000
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[2015-09-17 16:59:40 -0700 PDT][C] 'nomad.serf.member.join': Count: 1 Sum: 1.000
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[2015-09-17 16:59:40 -0700 PDT][C] 'nomad.raft.barrier': Count: 1 Sum: 1.000
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[2015-09-17 16:59:40 -0700 PDT][C] 'nomad.raft.apply': Count: 1 Sum: 1.000
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[2015-09-17 16:59:40 -0700 PDT][C] 'nomad.nomad.rpc.query': Count: 2 Sum: 2.000
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.serf.queue.Query': Count: 6 Sum: 0.000
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.fsm.register_node': Count: 1 Sum: 1.296
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.serf.queue.Intent': Count: 6 Sum: 0.000
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.runtime.gc_pause_ns': Count: 8 Min: 126492.000 Mean: 821516.875 Max: 3126670.000 Stddev: 1139250.294 Sum: 6572135.000
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.raft.leader.dispatchLog': Count: 3 Min: 0.007 Mean: 0.018 Max: 0.039 Stddev: 0.018 Sum: 0.054
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.leader.reconcileMember': Count: 1 Sum: 0.007
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.leader.reconcile': Count: 1 Sum: 0.025
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.raft.fsm.apply': Count: 1 Sum: 1.306
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.client.get_allocs': Count: 1 Sum: 0.110
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.worker.dequeue_eval': Count: 29 Min: 0.003 Mean: 363.426 Max: 503.377 Stddev: 228.126 Sum: 10539.354
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.serf.queue.Event': Count: 6 Sum: 0.000
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.raft.commitTime': Count: 3 Min: 0.013 Mean: 0.037 Max: 0.079 Stddev: 0.037 Sum: 0.110
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.leader.barrier': Count: 1 Sum: 0.071
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.client.register': Count: 1 Sum: 1.626
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.nomad.eval.dequeue': Count: 21 Min: 500.610 Mean: 501.753 Max: 503.361 Stddev: 1.030 Sum: 10536.813
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[2015-09-17 16:59:40 -0700 PDT][S] 'nomad.memberlist.gossip': Count: 12 Min: 0.009 Mean: 0.017 Max: 0.025 Stddev: 0.005 Sum: 0.204
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```
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# Key Metrics
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When telemetry is being streamed to statsite or statsd, `interval` is defined to
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be their flush interval. Otherwise, the interval can be assumed to be 10 seconds
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when retrieving metrics using the above described signals.
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<table class="table table-bordered table-striped">
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<tr>
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<th>Metric</th>
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<th>Description</th>
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<th>Unit</th>
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<th>Type</th>
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</tr>
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<tr>
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<td>`nomad.runtime.num_goroutines`</td>
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<td>Number of goroutines and general load pressure indicator</td>
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<td># of goroutines</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.runtime.alloc_bytes`</td>
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<td>Memory utilization</td>
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<td># of bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.runtime.heap_objects`</td>
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<td>Number of objects on the heap. General memory pressure indicator</td>
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<td># of heap objects</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.raft.apply`</td>
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<td>Number of Raft transactions</td>
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<td>Raft transactions / `interval`</td>
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<td>Counter</td>
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</tr>
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<tr>
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<td>`nomad.raft.replication.appendEntries`</td>
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<td>Raft transaction commit time</td>
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<td>ms / Raft Log Append</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.raft.leader.lastContact`</td>
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<td>Time since last contact to leader. General indicator of Raft latency</td>
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<td>ms / Leader Contact</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.broker.total_ready`</td>
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<td>Number of evaluations ready to be processed</td>
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<td># of evaluations</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.broker.total_unacked`</td>
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<td>Evaluations dispatched for processing but incomplete</td>
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<td># of evaluations</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.broker.total_blocked`</td>
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<td>
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Evaluations that are blocked til an existing evaluation for the same job
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completes
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</td>
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<td># of evaluations</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.plan.queue_depth`</td>
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<td>Number of scheduler Plans waiting to be evaluated</td>
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<td># of plans</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.plan.submit`</td>
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<td>
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Time to submit a scheduler Plan. Higher values cause lower scheduling
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throughput
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</td>
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<td>ms / Plan Submit</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.plan.evaluate`</td>
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<td>
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Time to validate a scheduler Plan. Higher values cause lower scheduling
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throughput. Similar to `nomad.plan.submit` but does not include RPC time
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or time in the Plan Queue
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</td>
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<td>ms / Plan Evaluation</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.worker.invoke_scheduler.<type>`</td>
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<td>Time to run the scheduler of the given type</td>
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<td>ms / Scheduler Run</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.worker.wait_for_index`</td>
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<td>
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Time waiting for Raft log replication from leader. High delays result in
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lower scheduling throughput
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</td>
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<td>ms / Raft Index Wait</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.heartbeat.active`</td>
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<td>
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Number of active heartbeat timers. Each timer represents a Nomad Client
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connection
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</td>
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<td># of heartbeat timers</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.heartbeat.invalidate`</td>
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<td>
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The length of time it takes to invalidate a Nomad Client due to failed
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heartbeats
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</td>
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<td>ms / Heartbeat Invalidation</td>
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<td>Timer</td>
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</tr>
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<tr>
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<td>`nomad.rpc.query`</td>
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<td>Number of RPC queries</td>
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<td>RPC Queries / `interval`</td>
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<td>Counter</td>
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</tr>
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<tr>
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<td>`nomad.rpc.request`</td>
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<td>Number of RPC requests being handled</td>
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<td>RPC Requests / `interval`</td>
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<td>Counter</td>
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</tr>
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<tr>
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<td>`nomad.rpc.request_error`</td>
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<td>Number of RPC requests being handled that result in an error</td>
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<td>RPC Errors / `interval`</td>
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<td>Counter</td>
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</tr>
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</table>
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# Client Metrics
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The Nomad client emits metrics related to the resource usage of the allocations
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and tasks running on it and the node itself. By default the collection interval
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is 1 second but it can be changed by the changing the value of the
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`collection_interval` key in the `telemetry` configuration block.
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## Host Metrics
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<table class="table table-bordered table-striped">
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<tr>
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<th>Metric</th>
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<th>Description</th>
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<th>Unit</th>
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<th>Type</th>
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</tr>
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<tr>
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<td>`nomad.client.host.memmory.<HostID>.total`</td>
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<td>Total amount of physical memory on the node</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.memmory.<HostID>.available`</td>
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<td>Total amount of memory available to processes which includes free and
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cached memory</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.memory.<HostID>.used`</td>
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<td>Amount of memory used by processes</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.memory.<HostID>.free`</td>
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<td>Amount of memory which is free</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.uptime.<HostID>`</td>
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<td>Uptime of the host running the Nomad client</td>
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<td>Seconds</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.cpu.<HostID>.<CPU-Core>.total`</td>
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<td>Total CPU utilization</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.cpu.<HostID>.<CPU-Core>.user`</td>
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<td>CPU utilization in the user space</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.cpu.<HostID>.<CPU-Core>.system`</td>
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<td>CPU utilization in the system space</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.cpu.<HostID>.<CPU-Core>.idle`</td>
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<td>Idle time spent by the CPU</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.disk.<HostID>.<Device-Name>.size`</td>
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<td>Total size of the device</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.disk.<HostID>.<Device-Name>.used`</td>
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<td>Amount of space which has been used</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.disk.<HostID>.<Device-Name>.available`</td>
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<td>Amount of space which is available</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.disk.<HostID>.<Device-Name>.used_percent`</td>
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<td>Percentage of disk space used</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.host.disk.<HostID>.<Device-Name>.inodes_percent`</td>
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<td>Disk space consumed by the inodes</td>
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<td>Percent</td>
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<td>Gauge</td>
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</tr>
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</table>
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## Allocation Metrics
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<table class="table table-bordered table-striped">
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<tr>
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<th>Metric</th>
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<th>Description</th>
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<th>Unit</th>
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<th>Type</th>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.memory.rss`</td>
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<td>Amount of RSS memory consumed by the task</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.memory.cache`</td>
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<td>Amount of memory cached by the task</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.memory.swap`</td>
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<td>Amount of memory swapped by the task</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.memory.max_usage`</td>
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<td>Maximum amount of memory ever used by the task</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.memory.kernel_usage`</td>
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<td>Amount of memory used by the kernel for this task</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.memory.kernel_max_usage`</td>
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<td>Maximum amount of memory ever used by the kernel for this task</td>
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<td>Bytes</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.cpu.total_percent`</td>
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<td>Total CPU resources consumed by the task across all cores</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.cpu.system`</td>
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<td>Total CPU resources consumed by the task in the system space</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.TaskGroup>.<AllocID>.<Task>.cpu.user`</td>
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<td>Total CPU resources consumed by the task in the user space</td>
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<td>Percentage</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.cpu.throttled_time`</td>
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<td>Total time that the task was throttled</td>
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<td>Nanoseconds</td>
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<td>Gauge</td>
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</tr>
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<tr>
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<td>`nomad.client.allocs.<Job>.<TaskGroup>.<AllocID>.<Task>.cpu.total_ticks`</td>
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<td>CPU ticks consumed by the process in the last collection interval</td>
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<td>Integer</td>
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<td>Gauge</td>
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</tr>
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</table>
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# Metric Types
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<table class="table table-bordered table-striped">
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<tr>
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<th>Type</th>
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<th>Description</th>
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<th>Quantiles</th>
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</tr>
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<tr>
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<td>Gauge</td>
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<td>
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Gauge types report an absolute number at the end of the aggregation
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interval
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</td>
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<td>false</td>
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</tr>
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<tr>
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<td>Counter</td>
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<td>
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Counts are incremented and flushed at the end of the aggregation
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interval and then are reset to zero
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</td>
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<td>true</td>
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</tr>
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<tr>
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<td>Timer</td>
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<td>
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Timers measure the time to complete a task and will include quantiles,
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means, standard deviation, etc per interval.
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</td>
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<td>true</td>
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</tr>
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</table>
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