REST Resource: projects.locations.featureGroups.featureMonitors

Resource: FeatureMonitor

Vertex AI feature Monitor.

Fields
name string

Identifier. name of the FeatureMonitor. Format: projects/{project}/locations/{location}/featureGroups/{featureGroup}/featureMonitors/{featureMonitor}

createTime string (Timestamp format)

Output only. timestamp when this FeatureMonitor was created.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

updateTime string (Timestamp format)

Output only. timestamp when this FeatureMonitor was last updated.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

etag string

Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

labels map (key: string, value: string)

Optional. The labels with user-defined metadata to organize your FeatureMonitor.

label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureMonitor(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

description string

Optional. description of the FeatureMonitor.

scheduleConfig object (ScheduleConfig)

Required. Schedule config for the FeatureMonitor.

featureSelectionConfig object (FeatureSelectionConfig)

Required. feature selection config for the FeatureMonitor.

JSON representation 
{
  "name": string,
  "createTime": string,
  "updateTime": string,
  "etag": string,
  "labels": {
    string: string,
    ...
  },
  "description": string,
  "scheduleConfig": {
    object (ScheduleConfig)
  },
  "featureSelectionConfig": {
    object (FeatureSelectionConfig)
  }
}

ScheduleConfig

Schedule configuration for the FeatureMonitor.

Fields
cron string

Cron schedule (https://en.wikipedia.org/wiki/Cron) to launch scheduled runs. To explicitly set a timezone to the cron tab, apply a prefix in the cron tab: "CRON_TZ=${IANA_TIME_ZONE}" or "TZ=${IANA_TIME_ZONE}". The ${IANA_TIME_ZONE} may only be a valid string from IANA time zone database. For example, "CRON_TZ=America/New_York 1 * * * *", or "TZ=America/New_York 1 * * * *".

JSON representation 
{
  "cron": string
}

Methods

create

 Creates a new FeatureMonitor in a given project, location and FeatureGroup.

delete

 Deletes a single FeatureMonitor.

get

 Gets details of a single FeatureMonitor.

list

 Lists FeatureGroups in a given project and location.