Server component of VictoriaMetrics Anomaly Detection (vmanomaly) is responsible for serving the REST API (e.g. /metrics endpoint) and the web UI for anomaly detection.

Note

If set, it also acts as metrics publishing endpoint for VictoriaMetrics Agent or other Prometheus-compatible scrapers to collect self-monitoring metrics , so no monitoring.pull is needed to be set in such cases.

Parameters #

addr, port, path_prefix, uvicorn_config, ui_default_state, and max_concurrent_tasks parameters can be set in the server section of the vmanomaly configuration file. Below is the description of each parameter:

  • addr: IP address of the query server to listen on. Default is 0.0.0.0.
  • port: Port of the query server to listen on. Default is 8490.
  • path_prefix: Optional URL path prefix for all HTTP routes. If set to my-app or /my-app, routes will be served under <vmanomaly-host>:<port>/my-app/....
  • ui_default_state: Optional UI state fragment to open on /vmui/. Must be URL-encoded and start with #/? (e.g. #/?param=value). See Default State section for details on constructing the value from UI state.
  • max_concurrent_tasks: Maximum number of concurrent anomaly detection tasks processed by the backend. Positive integer. All tasks above the limit will be cancelled if the limit is exceeded. Defaults to 2.
  • uvicorn_config: Uvicorn configuration dictionary. Default is {"log_level": "warning"}. See Uvicorn server settings for details.
  • Available from v1.29.2 use_reader_connection_settings: If set to true, UI will use connection settings (e.g. credentials, TLS, etc.) from the reader configuration when connecting to data sources. This allows UI to connect to data sources with the same settings without requiring having vmauth in front of both UI and data sources.

Example Configuration #

Tip

If hot-reloading is enabled in vmanomaly service, the server will automatically pick up changes made to the configuration file without requiring a restart.

      server:
  addr: '0.0.0.0'
  port: 8490
  path_prefix: '/vmanomaly'  # optional path prefix for all HTTP routes
  
  # see https://docs.victoriametrics.com/anomaly-detection/ui/#default-state section for details on constructing the value from UI state
  ui_default_state: '#/?anomaly_threshold=1.0&anomaly_consecutive=true&fit_window=3d'  # optional default UI state opened on /vmui/
  max_concurrent_tasks: 4  # maximum number of concurrent anomaly detection tasks processed by backend

  uvicorn_config:  # optional Uvicorn server configuration
    log_level: 'warning'

  use_reader_connection_settings: true  # if set to true, UI will use connection settings from reader configuration below when connecting to data sources, allowing it to connect with the same credentials, TLS settings, etc. without requiring having vmauth in front of both UI and data sources.

# other vmanomaly configuration sections, like reader, scheduler, models, etc.
reader:
  datasource_url: %{DS_URL}
  user: %{DS_USER}
  password: %{DS_PASSWORD}
  # or
  # bearer_token: %{DS_BEARER_TOKEN}
  verify_tls: false
    

Accessing the server #

After starting the vmanomaly server with the above configuration, UI can be accessed at <vmanomaly-host>:8490/vmanomaly/vmui/ (e.g. http://localhost:8490/vmanomaly/vmui/).

Rest API endpoints (e.g. /metrics) can be accessed at <vmanomaly-host>:8490/vmanomaly/metrics (e.g. http://localhost:8490/vmanomaly/metrics).