Class: Google::Cloud::AIPlatform::V1::FeaturestoreMonitoringConfig::SnapshotAnalysis

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/featurestore_monitoring.rb

Overview

Configuration of the Featurestore's Snapshot Analysis Based Monitoring. This type of analysis generates statistics for each Feature based on a snapshot of the latest feature value of each entities every monitoring_interval.

Instance Attribute Summary collapse

Instance Attribute Details

#disabled ⇒ ::Boolean

Returns The monitoring schedule for snapshot analysis. For EntityType-level config: unset / disabled = true indicates disabled by default for Features under it; otherwise by default enable snapshot analysis monitoring with monitoring_interval for Features under it. Feature-level config: disabled = true indicates disabled regardless of the EntityType-level config; unset monitoring_interval indicates going with EntityType-level config; otherwise run snapshot analysis monitoring with monitoring_interval regardless of the EntityType-level config. Explicitly Disable the snapshot analysis based monitoring.

Returns:

  • (::Boolean) —

    The monitoring schedule for snapshot analysis. For EntityType-level config: unset / disabled = true indicates disabled by default for Features under it; otherwise by default enable snapshot analysis monitoring with monitoring_interval for Features under it. Feature-level config: disabled = true indicates disabled regardless of the EntityType-level config; unset monitoring_interval indicates going with EntityType-level config; otherwise run snapshot analysis monitoring with monitoring_interval regardless of the EntityType-level config. Explicitly Disable the snapshot analysis based monitoring.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_monitoring.rb', line 75

class SnapshotAnalysis
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#monitoring_interval_days ⇒ ::Integer

Returns Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days.

Returns:

  • (::Integer) —

    Configuration of the snapshot analysis based monitoring pipeline running interval. The value indicates number of days.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_monitoring.rb', line 75

class SnapshotAnalysis
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#staleness_days ⇒ ::Integer

Returns Customized export features time window for snapshot analysis. Unit is one day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is 4000 days.

Returns:

  • (::Integer) —

    Customized export features time window for snapshot analysis. Unit is one day. Default value is 3 weeks. Minimum value is 1 day. Maximum value is 4000 days.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore_monitoring.rb', line 75

class SnapshotAnalysis
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end