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Hydrospheredata/monitoring-manager

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The manager service for monitoring solution.Responsible for:

  1. Model registration
  2. Model data discovery (training and inference)
  3. Plugin registration
  4. Plugin reports aggregation
  5. Proxying HTTP requests to plugins

Plugin system

A plugin is a web service that MUST useGRPC API for plugin management

Plugins can expose their own web UI as a module that will be attached to our UI.The HTTP requests sent from the web UI are to be proxied by manager.

Lifecycle of a plugin:

  1. (Optional) Internal initialization of a plugin.
  2. (If plugin provides web UI) Start HTTP server.
  3. CallPluginManagementService.RegisterPlugin GRPC method with plugin info.
  4. CallModelCatalogService.GetModelUpdates to get endless stream of models to work with.
  5. (Optional) Process training data of models.
  6. CallDataStorageService.GetInferenceDataUpdates to get endless stream of inference files of a model.
  7. (Optional) Process inference data of models.

Documentation

The documentation is in progress, and you can find everything related to this service indocs folder.
This project also keeps track of major decisions using ADRs. You can find them indocs/adr folder.

Build and Test

sbt build - builds docs, jars, and a docker image with this service.
sbt testAll - runs unit and integration tests. Integration tests require docker.

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