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297 lines
8.6 KiB
Markdown
297 lines
8.6 KiB
Markdown
---
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sort: 5
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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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- /anomaly-detection/components/monitoring.html
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---
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# Monitoring
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There are 2 models to monitor VictoriaMetrics Anomaly Detection behavior - [push](https://docs.victoriametrics.com/keyConcepts.html#push-model) and [pull](https://docs.victoriametrics.com/keyConcepts.html#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>
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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><code>addr</code></td>
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<td><code>"0.0.0.0"</code></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><code>port</code></td>
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<td><code>8080</code></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>
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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><code>url</code></td>
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<td></td>
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<td>Link where to push metrics to. Example: <code>"http://localhost:8480/"</code></td>
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</tr>
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<tr>
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<td><code>tenant_id</code></td>
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<td></td>
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<td>Tenant ID for cluster version. Example: <code>"0:0"</code></td>
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</tr>
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<tr>
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<td><code>health_path</code></td>
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<td><code>"health"</code></td>
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<td>Absolute, to override <code>/health</code> path</td>
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</tr>
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<tr>
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<td><code>user</code></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><code>password</code></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><code>timeout</code></td>
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<td><code>"5s"</code></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><code>extra_labels</code></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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<div class="with-copy" markdown="1">
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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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health_path: "health"
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user: "USERNAME"
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password: "PASSWORD"
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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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</div>
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## Metrics generated by vmanomaly
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<table>
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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><code>vmanomaly_start_time_seconds</code></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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<table>
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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><code>vmanomaly_model_runs</code></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><code>stage, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_model_run_duration_seconds</code></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><code>stage, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_model_datapoints_accepted</code></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><code>stage, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_model_datapoints_produced</code></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><code>stage, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_models_active</code></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><code>query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_model_runs_skipped</code></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><code>stage, query_key</code></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>
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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><code>vmanomaly_writer_request_duration_seconds</code></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><code>url, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_writer_response_count</code></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><code>url, query_key, code</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_writer_sent_bytes</code></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><code>url, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_writer_request_serialize_seconds</code></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><code>query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_writer_datapoints_sent</code></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><code>query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_writer_timeseries_sent</code></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><code>query_key</code></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>
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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><code>vmanomaly_reader_request_duration_seconds</code></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><code>url, query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_reader_response_count</code></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><code>url, query_key, code</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_reader_received_bytes</code></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><code>query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_reader_response_parsing_seconds</code></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><code>step</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_reader_timeseries_received</code></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><code>query_key</code></td>
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</tr>
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<tr>
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<td><code>vmanomaly_reader_datapoints_received</code></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><code>query_key</code></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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<code>stage</code> - stage of model - 'fit', 'infer' or 'fit_infer' for models that do it simultaneously.
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<code>query_key</code> - query alias from [`reader`](/anomaly-detection/components/reader.html) config section.
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<code>url</code> - writer or reader url endpoint.
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<code>code</code> - response status code or `connection_error`, `timeout`.
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<code>step</code> - json or dataframe reading step. |