Class FeaturestoreMonitoringConfig.SnapshotAnalysis.Builder (3.77.0)
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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.
Protobuf type
google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis
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.
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.
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.
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.
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.
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-10-11 UTC."],[],[]]
