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### Describe Your Changes - change links from relative to absolute under Anomaly Detection section ### Checklist The following checks are **mandatory**: - [x] My change adheres [VictoriaMetrics contributing guidelines](https://docs.victoriametrics.com/contributing/).
462 lines
10 KiB
Markdown
462 lines
10 KiB
Markdown
---
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title: Monitoring
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weight: 5
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menu:
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docs:
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parent: "vmanomaly-components"
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weight: 5
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identifier: "vmanomaly-monitoring"
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aliases:
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- ./monitoring.html
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---
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There are 2 models to monitor VictoriaMetrics Anomaly Detection behavior - [push](https://docs.victoriametrics.com/keyconcepts/#push-model) and [pull](https://docs.victoriametrics.com/keyconcepts/#pull-model). Parameters for each of them should be specified in the config file, `monitoring` section.
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## Pull Model Config parameters
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<table class="params">
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<thead>
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<tr>
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<th>Parameter</th>
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<th>Default</th>
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>
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`addr`
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</td>
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<td>
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`"0.0.0.0"`
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</td>
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<td>Server IP Address</td>
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</tr>
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<tr>
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<td>
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`port`
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</td>
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<td>
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`8080`
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</td>
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<td>Port</td>
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</tr>
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</tbody>
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</table>
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## Push Config parameters
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<table class="params">
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<thead>
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<tr>
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<th>Parameter</th>
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<th>Default</th>
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>
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`url`
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</td>
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<td></td>
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<td>
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Link where to push metrics to. Example: `"http://localhost:8480/"`
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</td>
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</tr>
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<tr>
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<td>
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`tenant_id`
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</td>
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<td></td>
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<td>
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Tenant ID for cluster version. Example: `"0:0"`
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</td>
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</tr>
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<tr>
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<td>
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`health_path`
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</td>
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<td>
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`"health"`
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</td>
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<td>
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Deprecated since [v1.8.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v180). Absolute, to override `/health` path
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</td>
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</tr>
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<tr>
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<td>
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`user`
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</td>
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<td></td>
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<td>BasicAuth username</td>
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</tr>
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<tr>
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<td>
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`password`
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</td>
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<td></td>
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<td>BasicAuth password</td>
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</tr>
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<tr>
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<td>
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`verify_tls`
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</td>
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<td>
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`False`
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</td>
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<td>Allows disabling TLS verification of the remote certificate.</td>
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</tr>
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<tr>
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<td>
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`timeout`
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</td>
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<td>
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`"5s"`
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</td>
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<td>Stop waiting for a response after a given number of seconds.</td>
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</tr>
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<tr>
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<td>
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`extra_labels`
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</td>
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<td></td>
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<td>Section for custom labels specified by user.</td>
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</tr>
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</tbody>
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</table>
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## Monitoring section config example
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``` yaml
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monitoring:
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pull: # Enable /metrics endpoint.
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addr: "0.0.0.0"
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port: 8080
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push:
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url: "http://localhost:8480/"
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tenant_id: "0:0" # For cluster version only
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user: "USERNAME"
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password: "PASSWORD"
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verify_tls: False
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timeout: "5s"
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extra_labels:
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job: "vmanomaly-push"
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test: "test-1"
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```
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## Metrics generated by vmanomaly
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<table class="params">
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<thead>
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<tr>
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<th>Metric</th>
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<th>Type</th>
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<th>Description</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>
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`vmanomaly_start_time_seconds`
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</td>
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<td>Gauge</td>
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<td>vmanomaly start time in UNIX time</td>
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</tr>
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</tbody>
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</table>
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### Models Behaviour Metrics
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Label names [description](#labelnames)
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> **Note**: There is a new label key `model_alias` introduced in multi-model support [v1.10.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1100). This label key adjustment was made to preserve unique label set production during writing produced metrics back to VictoriaMetrics.
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<table class="params">
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<thead>
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<tr>
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<th>Metric</th>
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<th>Type</th>
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<th>Description</th>
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<th>Labelnames</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>
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`vmanomaly_model_runs`
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</td>
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<td>Counter</td>
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<td>How many times models ran (per model)</td>
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<td>
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`stage, query_key, model_alias, scheduler_alias, preset`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_model_run_duration_seconds`
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</td>
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<td>Summary</td>
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<td>How much time (in seconds) model invocations took</td>
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<td>
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`stage, query_key, model_alias, scheduler_alias, preset`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_model_datapoints_accepted`
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</td>
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<td>Counter</td>
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<td>How many datapoints did models accept</td>
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<td>
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`stage, query_key, model_alias, scheduler_alias, preset`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_model_datapoints_produced`
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</td>
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<td>Counter</td>
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<td>How many datapoints were generated by models</td>
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<td>
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`stage, query_key, model_alias, scheduler_alias, preset`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_models_active`
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</td>
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<td>Gauge</td>
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<td>How many models are currently inferring</td>
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<td>
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`query_key, model_alias, scheduler_alias, preset`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_model_runs_skipped`
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</td>
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<td>Counter</td>
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<td>How many times a run was skipped (per model)</td>
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<td>
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`stage, query_key, model_alias, scheduler_alias, preset`
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</td>
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</tr>
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</tbody>
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</table>
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### Writer Behaviour Metrics
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Label names [description](#labelnames)
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<table class="params">
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<thead>
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<tr>
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<th>Metric</th>
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<th>Type</th>
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<th>Description</th>
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<th>Labelnames</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>
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`vmanomaly_writer_request_duration_seconds`
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</td>
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<td>Summary</td>
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<td>How much time (in seconds) did requests to VictoriaMetrics take</td>
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<td>
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`url, query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_writer_response_count`
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</td>
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<td>Counter</td>
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<td>Response code counts we got from VictoriaMetrics</td>
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<td>
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`url, query_key, code`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_writer_sent_bytes`
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</td>
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<td>Counter</td>
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<td>How much bytes were sent to VictoriaMetrics</td>
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<td>
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`url, query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_writer_request_serialize_seconds`
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</td>
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<td>Summary</td>
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<td>How much time (in seconds) did serializing take</td>
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<td>
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`query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_writer_datapoints_sent`
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</td>
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<td>Counter</td>
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<td>How many datapoints were sent to VictoriaMetrics</td>
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<td>
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`query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_writer_timeseries_sent`
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</td>
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<td>Counter</td>
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<td>How many timeseries were sent to VictoriaMetrics</td>
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<td>
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`query_key`
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</td>
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</tr>
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</tbody>
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</table>
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### Reader Behaviour Metrics
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Label names [description](#labelnames)
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<table class="params">
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<thead>
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<tr>
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<th>Metric</th>
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<th>Type</th>
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<th>Description</th>
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<th>Labelnames</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>
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`vmanomaly_reader_request_duration_seconds`
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</td>
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<td>Summary</td>
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<td>How much time (in seconds) did queries to VictoriaMetrics take</td>
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<td>
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`url, query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_reader_response_count`
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</td>
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<td>Counter</td>
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<td>Response code counts we got from VictoriaMetrics</td>
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<td>
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`url, query_key, code`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_reader_received_bytes`
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</td>
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<td>Counter</td>
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<td>How much bytes were received in responses</td>
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<td>
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`query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_reader_response_parsing_seconds`
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</td>
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<td>Summary</td>
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<td>How much time (in seconds) did parsing take for each step</td>
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<td>
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`step`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_reader_timeseries_received`
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</td>
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<td>Counter</td>
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<td>How many timeseries were received from VictoriaMetrics</td>
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<td>
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`query_key`
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</td>
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</tr>
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<tr>
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<td>
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`vmanomaly_reader_datapoints_received`
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</td>
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<td>Counter</td>
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<td>How many rows were received from VictoriaMetrics</td>
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<td>
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`query_key`
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</td>
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</tr>
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</tbody>
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</table>
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### Labelnames
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* `stage` - stage of model - 'fit', 'infer' or 'fit_infer' for models that do it simultaneously, see [model types](https://docs.victoriametrics.com/anomaly-detection/components/models/#model-types).
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* `query_key` - query alias from [`reader`](https://docs.victoriametrics.com/anomaly-detection/components/reader/) config section.
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* `model_alias` - model alias from [`models`](https://docs.victoriametrics.com/anomaly-detection/components/models/) config section. **Introduced in [v1.10.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1100).**
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* `scheduler_alias` - scheduler alias from [`schedulers`](https://docs.victoriametrics.com/anomaly-detection/components/scheduler) config section. **Introduced in [v1.11.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1110).**
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* `preset` - preset alias for forthcoming `preset` section compatibility. **Introduced in [v1.12.0](https://docs.victoriametrics.com/anomaly-detection/changelog/#v1120).**
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* `url` - writer or reader url endpoint.
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* `code` - response status code or `connection_error`, `timeout`.
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* `step` - json or dataframe reading step.
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