uml_sequence_metrics.txt

@startuml
'no shadow
skinparam shadowing false
 
'size of picture
skinparam dpi 100
 
'color
skinparam participant {
  BackgroundColor AliceBlue
  ArrowColor CornflowerBlue
  BorderColor CornflowerBlue
}

skinparam component {
  BackgroundColor AliceBlue
  ArrowColor CornflowerBlue
  BorderColor CornflowerBlue
}

skinparam database {
  BackgroundColor AliceBlue
  ArrowColor CornflowerBlue
  BorderColor CornflowerBlue
}

skinparam note {
  BackgroundColor AliceBlue
  BorderColor CornflowerBlue
}

skinparam sequence {
  LifeLineBorderColor CornflowerBlue
  LifeLineBackgroundColor AliceBlue
}

skinparam stereotypeCBackgroundColor OldLace

title ee-outliers - Sequence - Metrics

participant Metrics
participant Analyzer
participant ES 
database Elasticsearch

Metrics -> Metrics : evaluate_model
activate Metrics

    Metrics -> Metrics : _compute_aggregator_and_target_value
    Metrics -> Metrics : _add_document_to_batch

    Metrics -> Metrics : _evaluate_batch_for_outliers
    activate Metrics

        Metrics -> Metrics : _evaluate_aggregator_for_outliers
        activate Metrics

            Metrics -> Metrics : _evaluate_each_aggregator_value_for_outliers
            activate Metrics

                note right of Metrics
                    Condition to detect outlier
                end note
                Metrics -> Metrics : _compute_fields_observation_and_create_outlier
                Metrics -> Analyzer : process_outlier
                activate Analyzer

                    note right of Analyzer
                        Create Outlier(...)
                    end note

                ' END process_outlier
                return outlier

                note right of Metrics
                    is_whitelist
                end note

            ' END _evaluate_each_aggregator_value_for_outliers
            return

        ' END _evaluate_aggregator_for_outliers
        return

    ' END _evaluate_batch_for_outliers
    return

    Metrics -> Analyzer : process_outlier
    activate Analyzer

        Analyzer -> ES : process_outlier
        activate ES

            note right of ES
                is_whitelist
            end note

            ES -> ES : save_outlier
            activate ES

                ES -> Elasticsearch

            ' END save_outlier
            return

        ' END process_outlier
        return

    ' END process_outlier
    return

' END evaluate_model
deactivate Metrics

@enduml