Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ListFeaturesRequest (v0.56.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ListFeaturesRequest.

Request message for FeaturestoreService.ListFeatures. Request message for FeatureRegistryService.ListFeatures.

Inherits

Object

Extended By

Google::Protobuf::MessageExts::ClassMethods

Includes

Google::Protobuf::MessageExts

Methods

#filter

def filter() -> ::String

Returns

(::String) —
Lists the Features that match the filter expression. The following filters are supported:
- value_type: Supports = and != comparisons.
- create_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
- update_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
- labels: Supports key-value equality as well as key presence.
Examples:
- value_type = DOUBLE --> Features whose type is DOUBLE.
- create_time > \"2020-01-31T15:30:00.000000Z\" OR update_time > \"2020-01-31T15:30:00.000000Z\" --> EntityTypes created or updated after 2020-01-31T15:30:00.000000Z.
- labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
- labels.env: * --> Any Feature which has a label with 'env' as the key.

#filter=

def filter=(value) -> ::String

Parameter

value (::String) —
Lists the Features that match the filter expression. The following filters are supported:
- value_type: Supports = and != comparisons.
- create_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
- update_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
- labels: Supports key-value equality as well as key presence.
Examples:
- value_type = DOUBLE --> Features whose type is DOUBLE.
- create_time > \"2020-01-31T15:30:00.000000Z\" OR update_time > \"2020-01-31T15:30:00.000000Z\" --> EntityTypes created or updated after 2020-01-31T15:30:00.000000Z.
- labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
- labels.env: * --> Any Feature which has a label with 'env' as the key.

Returns

(::String) —
Lists the Features that match the filter expression. The following filters are supported:
- value_type: Supports = and != comparisons.
- create_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
- update_time: Supports =, !=, <, >, >=, and <= comparisons. Values must be in RFC 3339 format.
- labels: Supports key-value equality as well as key presence.
Examples:
- value_type = DOUBLE --> Features whose type is DOUBLE.
- create_time > \"2020-01-31T15:30:00.000000Z\" OR update_time > \"2020-01-31T15:30:00.000000Z\" --> EntityTypes created or updated after 2020-01-31T15:30:00.000000Z.
- labels.active = yes AND labels.env = prod --> Features having both (active: yes) and (env: prod) labels.
- labels.env: * --> Any Feature which has a label with 'env' as the key.

#latest_stats_count

def latest_stats_count() -> ::Integer

Returns

(::Integer) — Only applicable for Vertex AI Feature Store (Legacy). If set, return the most recent ListFeaturesRequest.latest_stats_count of stats for each Feature in response. Valid value is [0, 10]. If number of stats exists < ListFeaturesRequest.latest_stats_count, return all existing stats.

#latest_stats_count=

def latest_stats_count=(value) -> ::Integer

Parameter

value (::Integer) — Only applicable for Vertex AI Feature Store (Legacy). If set, return the most recent ListFeaturesRequest.latest_stats_count of stats for each Feature in response. Valid value is [0, 10]. If number of stats exists < ListFeaturesRequest.latest_stats_count, return all existing stats.

Returns

(::Integer) — Only applicable for Vertex AI Feature Store (Legacy). If set, return the most recent ListFeaturesRequest.latest_stats_count of stats for each Feature in response. Valid value is [0, 10]. If number of stats exists < ListFeaturesRequest.latest_stats_count, return all existing stats.

#order_by

def order_by() -> ::String

Returns

(::String) —
A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields:
- feature_id
- value_type (Not supported for FeatureRegistry Feature)
- create_time
- update_time

#order_by=

def order_by=(value) -> ::String

Parameter

value (::String) —
A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields:
- feature_id
- value_type (Not supported for FeatureRegistry Feature)
- create_time
- update_time

Returns

(::String) —
A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields:
- feature_id
- value_type (Not supported for FeatureRegistry Feature)
- create_time
- update_time

#page_size

def page_size() -> ::Integer

Returns

(::Integer) — The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 1000 Features will be returned. The maximum value is 1000; any value greater than 1000 will be coerced to 1000.

#page_size=

def page_size=(value) -> ::Integer

Parameter

value (::Integer) — The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 1000 Features will be returned. The maximum value is 1000; any value greater than 1000 will be coerced to 1000.

Returns

(::Integer) — The maximum number of Features to return. The service may return fewer than this value. If unspecified, at most 1000 Features will be returned. The maximum value is 1000; any value greater than 1000 will be coerced to 1000.

#page_token

def page_token() -> ::String

Returns

(::String) — A page token, received from a previous FeaturestoreService.ListFeatures call or FeatureRegistryService.ListFeatures call. Provide this to retrieve the subsequent page.

When paginating, all other parameters provided to FeaturestoreService.ListFeatures or FeatureRegistryService.ListFeatures must match the call that provided the page token.

#page_token=

def page_token=(value) -> ::String

Parameter

value (::String) — A page token, received from a previous FeaturestoreService.ListFeatures call or FeatureRegistryService.ListFeatures call. Provide this to retrieve the subsequent page.

When paginating, all other parameters provided to FeaturestoreService.ListFeatures or FeatureRegistryService.ListFeatures must match the call that provided the page token.

Returns

(::String) — A page token, received from a previous FeaturestoreService.ListFeatures call or FeatureRegistryService.ListFeatures call. Provide this to retrieve the subsequent page.

When paginating, all other parameters provided to FeaturestoreService.ListFeatures or FeatureRegistryService.ListFeatures must match the call that provided the page token.

#parent

def parent() -> ::String

Returns

(::String) — Required. The resource name of the Location to list Features. Format for entity_type as parent: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} Format for feature_group as parent: projects/{project}/locations/{location}/featureGroups/{feature_group}

#parent=

def parent=(value) -> ::String

Parameter

value (::String) — Required. The resource name of the Location to list Features. Format for entity_type as parent: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} Format for feature_group as parent: projects/{project}/locations/{location}/featureGroups/{feature_group}

Returns

(::String) — Required. The resource name of the Location to list Features. Format for entity_type as parent: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type} Format for feature_group as parent: projects/{project}/locations/{location}/featureGroups/{feature_group}

#read_mask

def read_mask() -> ::Google::Protobuf::FieldMask

Returns

(::Google::Protobuf::FieldMask) — Mask specifying which fields to read.

#read_mask=

def read_mask=(value) -> ::Google::Protobuf::FieldMask

Parameter

value (::Google::Protobuf::FieldMask) — Mask specifying which fields to read.

Returns

(::Google::Protobuf::FieldMask) — Mask specifying which fields to read.