# frozen_string_literal: true
# Copyright 2022 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Auto-generated by gapic-generator-ruby. DO NOT EDIT!
module Google
module Cloud
module AIPlatform
module V1
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#create_featurestore FeaturestoreService.CreateFeaturestore}.
# @!attribute [rw] parent
# @return [::String]
# Required. The resource name of the Location to create Featurestores.
# Format:
# `projects/{project}/locations/{location}`
# @!attribute [rw] featurestore
# @return [::Google::Cloud::AIPlatform::V1::Featurestore]
# Required. The Featurestore to create.
# @!attribute [rw] featurestore_id
# @return [::String]
# Required. The ID to use for this Featurestore, which will become the final
# component of the Featurestore's resource name.
#
# This value may be up to 60 characters, and valid characters are
# `[a-z0-9_]`. The first character cannot be a number.
#
# The value must be unique within the project and location.
class CreateFeaturestoreRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#get_featurestore FeaturestoreService.GetFeaturestore}.
# @!attribute [rw] name
# @return [::String]
# Required. The name of the Featurestore resource.
class GetFeaturestoreRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_featurestores FeaturestoreService.ListFeaturestores}.
# @!attribute [rw] parent
# @return [::String]
# Required. The resource name of the Location to list Featurestores.
# Format:
# `projects/{project}/locations/{location}`
# @!attribute [rw] filter
# @return [::String]
# Lists the featurestores that match the filter expression. The following
# fields are supported:
#
# * `create_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons.
# Values must be
# in RFC 3339 format.
# * `update_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons.
# Values must be
# in RFC 3339 format.
# * `online_serving_config.fixed_node_count`: Supports `=`, `!=`, `<`, `>`,
# `<=`, and `>=` comparisons.
# * `labels`: Supports key-value equality and key presence.
#
# Examples:
#
# * `create_time > "2020-01-01" OR update_time > "2020-01-01"`
# Featurestores created or updated after 2020-01-01.
# * `labels.env = "prod"`
# Featurestores with label "env" set to "prod".
# @!attribute [rw] page_size
# @return [::Integer]
# The maximum number of Featurestores to return. The service may return fewer
# than this value. If unspecified, at most 100 Featurestores will be
# returned. The maximum value is 100; any value greater than 100 will be
# coerced to 100.
# @!attribute [rw] page_token
# @return [::String]
# A page token, received from a previous
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_featurestores FeaturestoreService.ListFeaturestores}
# call. Provide this to retrieve the subsequent page.
#
# When paginating, all other parameters provided to
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_featurestores FeaturestoreService.ListFeaturestores}
# must match the call that provided the page token.
# @!attribute [rw] order_by
# @return [::String]
# A comma-separated list of fields to order by, sorted in ascending order.
# Use "desc" after a field name for descending.
# Supported Fields:
#
# * `create_time`
# * `update_time`
# * `online_serving_config.fixed_node_count`
# @!attribute [rw] read_mask
# @return [::Google::Protobuf::FieldMask]
# Mask specifying which fields to read.
class ListFeaturestoresRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_featurestores FeaturestoreService.ListFeaturestores}.
# @!attribute [rw] featurestores
# @return [::Array<::Google::Cloud::AIPlatform::V1::Featurestore>]
# The Featurestores matching the request.
# @!attribute [rw] next_page_token
# @return [::String]
# A token, which can be sent as
# {::Google::Cloud::AIPlatform::V1::ListFeaturestoresRequest#page_token ListFeaturestoresRequest.page_token}
# to retrieve the next page. If this field is omitted, there are no
# subsequent pages.
class ListFeaturestoresResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#update_featurestore FeaturestoreService.UpdateFeaturestore}.
# @!attribute [rw] featurestore
# @return [::Google::Cloud::AIPlatform::V1::Featurestore]
# Required. The Featurestore's `name` field is used to identify the
# Featurestore to be updated. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}`
# @!attribute [rw] update_mask
# @return [::Google::Protobuf::FieldMask]
# Field mask is used to specify the fields to be overwritten in the
# Featurestore resource by the update.
# The fields specified in the update_mask are relative to the resource, not
# the full request. A field will be overwritten if it is in the mask. If the
# user does not provide a mask then only the non-empty fields present in the
# request will be overwritten. Set the update_mask to `*` to override all
# fields.
#
# Updatable fields:
#
# * `labels`
# * `online_serving_config.fixed_node_count`
# * `online_serving_config.scaling`
# * `online_storage_ttl_days`
class UpdateFeaturestoreRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#delete_featurestore FeaturestoreService.DeleteFeaturestore}.
# @!attribute [rw] name
# @return [::String]
# Required. The name of the Featurestore to be deleted.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}`
# @!attribute [rw] force
# @return [::Boolean]
# If set to true, any EntityTypes and Features for this Featurestore will
# also be deleted. (Otherwise, the request will only work if the Featurestore
# has no EntityTypes.)
class DeleteFeaturestoreRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#import_feature_values FeaturestoreService.ImportFeatureValues}.
# @!attribute [rw] avro_source
# @return [::Google::Cloud::AIPlatform::V1::AvroSource]
# @!attribute [rw] bigquery_source
# @return [::Google::Cloud::AIPlatform::V1::BigQuerySource]
# @!attribute [rw] csv_source
# @return [::Google::Cloud::AIPlatform::V1::CsvSource]
# @!attribute [rw] feature_time_field
# @return [::String]
# Source column that holds the Feature timestamp for all Feature
# values in each entity.
# @!attribute [rw] feature_time
# @return [::Google::Protobuf::Timestamp]
# Single Feature timestamp for all entities being imported. The
# timestamp must not have higher than millisecond precision.
# @!attribute [rw] entity_type
# @return [::String]
# Required. The resource name of the EntityType grouping the Features for
# which values are being imported. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
# @!attribute [rw] entity_id_field
# @return [::String]
# Source column that holds entity IDs. If not provided, entity IDs are
# extracted from the column named entity_id.
# @!attribute [rw] feature_specs
# @return [::Array<::Google::Cloud::AIPlatform::V1::ImportFeatureValuesRequest::FeatureSpec>]
# Required. Specifications defining which Feature values to import from the
# entity. The request fails if no feature_specs are provided, and having
# multiple feature_specs for one Feature is not allowed.
# @!attribute [rw] disable_online_serving
# @return [::Boolean]
# If set, data will not be imported for online serving. This
# is typically used for backfilling, where Feature generation timestamps are
# not in the timestamp range needed for online serving.
# @!attribute [rw] worker_count
# @return [::Integer]
# Specifies the number of workers that are used to write data to the
# Featurestore. Consider the online serving capacity that you require to
# achieve the desired import throughput without interfering with online
# serving. The value must be positive, and less than or equal to 100.
# If not set, defaults to using 1 worker. The low count ensures minimal
# impact on online serving performance.
# @!attribute [rw] disable_ingestion_analysis
# @return [::Boolean]
# If true, API doesn't start ingestion analysis pipeline.
class ImportFeatureValuesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# Defines the Feature value(s) to import.
# @!attribute [rw] id
# @return [::String]
# Required. ID of the Feature to import values of. This Feature must exist
# in the target EntityType, or the request will fail.
# @!attribute [rw] source_field
# @return [::String]
# Source column to get the Feature values from. If not set, uses the column
# with the same name as the Feature ID.
class FeatureSpec
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#import_feature_values FeaturestoreService.ImportFeatureValues}.
# @!attribute [rw] imported_entity_count
# @return [::Integer]
# Number of entities that have been imported by the operation.
# @!attribute [rw] imported_feature_value_count
# @return [::Integer]
# Number of Feature values that have been imported by the operation.
# @!attribute [rw] invalid_row_count
# @return [::Integer]
# The number of rows in input source that weren't imported due to either
# * Not having any featureValues.
# * Having a null entityId.
# * Having a null timestamp.
# * Not being parsable (applicable for CSV sources).
# @!attribute [rw] timestamp_outside_retention_rows_count
# @return [::Integer]
# The number rows that weren't ingested due to having feature timestamps
# outside the retention boundary.
class ImportFeatureValuesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#batch_read_feature_values FeaturestoreService.BatchReadFeatureValues}.
# @!attribute [rw] csv_read_instances
# @return [::Google::Cloud::AIPlatform::V1::CsvSource]
# Each read instance consists of exactly one read timestamp and one or more
# entity IDs identifying entities of the corresponding EntityTypes whose
# Features are requested.
#
# Each output instance contains Feature values of requested entities
# concatenated together as of the read time.
#
# An example read instance may be `foo_entity_id, bar_entity_id,
# 2020-01-01T10:00:00.123Z`.
#
# An example output instance may be `foo_entity_id, bar_entity_id,
# 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
# bar_entity_feature2_value`.
#
# Timestamp in each read instance must be millisecond-aligned.
#
# `csv_read_instances` are read instances stored in a plain-text CSV file.
# The header should be:
# [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp
#
# The columns can be in any order.
#
# Values in the timestamp column must use the RFC 3339 format, e.g.
# `2012-07-30T10:43:17.123Z`.
# @!attribute [rw] bigquery_read_instances
# @return [::Google::Cloud::AIPlatform::V1::BigQuerySource]
# Similar to csv_read_instances, but from BigQuery source.
# @!attribute [rw] featurestore
# @return [::String]
# Required. The resource name of the Featurestore from which to query Feature
# values. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}`
# @!attribute [rw] destination
# @return [::Google::Cloud::AIPlatform::V1::FeatureValueDestination]
# Required. Specifies output location and format.
# @!attribute [rw] pass_through_fields
# @return [::Array<::Google::Cloud::AIPlatform::V1::BatchReadFeatureValuesRequest::PassThroughField>]
# When not empty, the specified fields in the *_read_instances source will be
# joined as-is in the output, in addition to those fields from the
# Featurestore Entity.
#
# For BigQuery source, the type of the pass-through values will be
# automatically inferred. For CSV source, the pass-through values will be
# passed as opaque bytes.
# @!attribute [rw] entity_type_specs
# @return [::Array<::Google::Cloud::AIPlatform::V1::BatchReadFeatureValuesRequest::EntityTypeSpec>]
# Required. Specifies EntityType grouping Features to read values of and
# settings.
# @!attribute [rw] start_time
# @return [::Google::Protobuf::Timestamp]
# Optional. Excludes Feature values with feature generation timestamp before
# this timestamp. If not set, retrieve oldest values kept in Feature Store.
# Timestamp, if present, must not have higher than millisecond precision.
class BatchReadFeatureValuesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# Describe pass-through fields in read_instance source.
# @!attribute [rw] field_name
# @return [::String]
# Required. The name of the field in the CSV header or the name of the
# column in BigQuery table. The naming restriction is the same as
# {::Google::Cloud::AIPlatform::V1::Feature#name Feature.name}.
class PassThroughField
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Selects Features of an EntityType to read values of and specifies read
# settings.
# @!attribute [rw] entity_type_id
# @return [::String]
# Required. ID of the EntityType to select Features. The EntityType id is
# the
# {::Google::Cloud::AIPlatform::V1::CreateEntityTypeRequest#entity_type_id entity_type_id}
# specified during EntityType creation.
# @!attribute [rw] feature_selector
# @return [::Google::Cloud::AIPlatform::V1::FeatureSelector]
# Required. Selectors choosing which Feature values to read from the
# EntityType.
# @!attribute [rw] settings
# @return [::Array<::Google::Cloud::AIPlatform::V1::DestinationFeatureSetting>]
# Per-Feature settings for the batch read.
class EntityTypeSpec
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#export_feature_values FeaturestoreService.ExportFeatureValues}.
# @!attribute [rw] snapshot_export
# @return [::Google::Cloud::AIPlatform::V1::ExportFeatureValuesRequest::SnapshotExport]
# Exports the latest Feature values of all entities of the EntityType
# within a time range.
# @!attribute [rw] full_export
# @return [::Google::Cloud::AIPlatform::V1::ExportFeatureValuesRequest::FullExport]
# Exports all historical values of all entities of the EntityType within a
# time range
# @!attribute [rw] entity_type
# @return [::String]
# Required. The resource name of the EntityType from which to export Feature
# values. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
# @!attribute [rw] destination
# @return [::Google::Cloud::AIPlatform::V1::FeatureValueDestination]
# Required. Specifies destination location and format.
# @!attribute [rw] feature_selector
# @return [::Google::Cloud::AIPlatform::V1::FeatureSelector]
# Required. Selects Features to export values of.
# @!attribute [rw] settings
# @return [::Array<::Google::Cloud::AIPlatform::V1::DestinationFeatureSetting>]
# Per-Feature export settings.
class ExportFeatureValuesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# Describes exporting the latest Feature values of all entities of the
# EntityType between [start_time, snapshot_time].
# @!attribute [rw] snapshot_time
# @return [::Google::Protobuf::Timestamp]
# Exports Feature values as of this timestamp. If not set,
# retrieve values as of now. Timestamp, if present, must not have higher
# than millisecond precision.
# @!attribute [rw] start_time
# @return [::Google::Protobuf::Timestamp]
# Excludes Feature values with feature generation timestamp before this
# timestamp. If not set, retrieve oldest values kept in Feature Store.
# Timestamp, if present, must not have higher than millisecond precision.
class SnapshotExport
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Describes exporting all historical Feature values of all entities of the
# EntityType between [start_time, end_time].
# @!attribute [rw] start_time
# @return [::Google::Protobuf::Timestamp]
# Excludes Feature values with feature generation timestamp before this
# timestamp. If not set, retrieve oldest values kept in Feature Store.
# Timestamp, if present, must not have higher than millisecond precision.
# @!attribute [rw] end_time
# @return [::Google::Protobuf::Timestamp]
# Exports Feature values as of this timestamp. If not set,
# retrieve values as of now. Timestamp, if present, must not have higher
# than millisecond precision.
class FullExport
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
# @!attribute [rw] feature_id
# @return [::String]
# Required. The ID of the Feature to apply the setting to.
# @!attribute [rw] destination_field
# @return [::String]
# Specify the field name in the export destination. If not specified,
# Feature ID is used.
class DestinationFeatureSetting
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# A destination location for Feature values and format.
# @!attribute [rw] bigquery_destination
# @return [::Google::Cloud::AIPlatform::V1::BigQueryDestination]
# Output in BigQuery format.
# {::Google::Cloud::AIPlatform::V1::BigQueryDestination#output_uri BigQueryDestination.output_uri}
# in
# {::Google::Cloud::AIPlatform::V1::FeatureValueDestination#bigquery_destination FeatureValueDestination.bigquery_destination}
# must refer to a table.
# @!attribute [rw] tfrecord_destination
# @return [::Google::Cloud::AIPlatform::V1::TFRecordDestination]
# Output in TFRecord format.
#
# Below are the mapping from Feature value type
# in Featurestore to Feature value type in TFRecord:
#
# Value type in Featurestore | Value type in TFRecord
# DOUBLE, DOUBLE_ARRAY | FLOAT_LIST
# INT64, INT64_ARRAY | INT64_LIST
# STRING, STRING_ARRAY, BYTES | BYTES_LIST
# true -> byte_string("true"), false -> byte_string("false")
# BOOL, BOOL_ARRAY (true, false) | BYTES_LIST
# @!attribute [rw] csv_destination
# @return [::Google::Cloud::AIPlatform::V1::CsvDestination]
# Output in CSV format. Array Feature value types are not allowed in CSV
# format.
class FeatureValueDestination
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#export_feature_values FeaturestoreService.ExportFeatureValues}.
class ExportFeatureValuesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#batch_read_feature_values FeaturestoreService.BatchReadFeatureValues}.
class BatchReadFeatureValuesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#create_entity_type FeaturestoreService.CreateEntityType}.
# @!attribute [rw] parent
# @return [::String]
# Required. The resource name of the Featurestore to create EntityTypes.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}`
# @!attribute [rw] entity_type
# @return [::Google::Cloud::AIPlatform::V1::EntityType]
# The EntityType to create.
# @!attribute [rw] entity_type_id
# @return [::String]
# Required. The ID to use for the EntityType, which will become the final
# component of the EntityType's resource name.
#
# This value may be up to 60 characters, and valid characters are
# `[a-z0-9_]`. The first character cannot be a number.
#
# The value must be unique within a featurestore.
class CreateEntityTypeRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#get_entity_type FeaturestoreService.GetEntityType}.
# @!attribute [rw] name
# @return [::String]
# Required. The name of the EntityType resource.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
class GetEntityTypeRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_entity_types FeaturestoreService.ListEntityTypes}.
# @!attribute [rw] parent
# @return [::String]
# Required. The resource name of the Featurestore to list EntityTypes.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}`
# @!attribute [rw] filter
# @return [::String]
# Lists the EntityTypes that match the filter expression. The following
# filters are supported:
#
# * `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:
#
# * `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` --> EntityTypes having both
# (active: yes) and (env: prod) labels.
# * `labels.env: *` --> Any EntityType which has a label with 'env' as the
# key.
# @!attribute [rw] page_size
# @return [::Integer]
# The maximum number of EntityTypes to return. The service may return fewer
# than this value. If unspecified, at most 1000 EntityTypes will be returned.
# The maximum value is 1000; any value greater than 1000 will be coerced to
# 1000.
# @!attribute [rw] page_token
# @return [::String]
# A page token, received from a previous
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_entity_types FeaturestoreService.ListEntityTypes}
# call. Provide this to retrieve the subsequent page.
#
# When paginating, all other parameters provided to
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_entity_types FeaturestoreService.ListEntityTypes}
# must match the call that provided the page token.
# @!attribute [rw] order_by
# @return [::String]
# A comma-separated list of fields to order by, sorted in ascending order.
# Use "desc" after a field name for descending.
#
# Supported fields:
#
# * `entity_type_id`
# * `create_time`
# * `update_time`
# @!attribute [rw] read_mask
# @return [::Google::Protobuf::FieldMask]
# Mask specifying which fields to read.
class ListEntityTypesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_entity_types FeaturestoreService.ListEntityTypes}.
# @!attribute [rw] entity_types
# @return [::Array<::Google::Cloud::AIPlatform::V1::EntityType>]
# The EntityTypes matching the request.
# @!attribute [rw] next_page_token
# @return [::String]
# A token, which can be sent as
# {::Google::Cloud::AIPlatform::V1::ListEntityTypesRequest#page_token ListEntityTypesRequest.page_token}
# to retrieve the next page. If this field is omitted, there are no
# subsequent pages.
class ListEntityTypesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#update_entity_type FeaturestoreService.UpdateEntityType}.
# @!attribute [rw] entity_type
# @return [::Google::Cloud::AIPlatform::V1::EntityType]
# Required. The EntityType's `name` field is used to identify the EntityType
# to be updated. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
# @!attribute [rw] update_mask
# @return [::Google::Protobuf::FieldMask]
# Field mask is used to specify the fields to be overwritten in the
# EntityType resource by the update.
# The fields specified in the update_mask are relative to the resource, not
# the full request. A field will be overwritten if it is in the mask. If the
# user does not provide a mask then only the non-empty fields present in the
# request will be overwritten. Set the update_mask to `*` to override all
# fields.
#
# Updatable fields:
#
# * `description`
# * `labels`
# * `monitoring_config.snapshot_analysis.disabled`
# * `monitoring_config.snapshot_analysis.monitoring_interval_days`
# * `monitoring_config.snapshot_analysis.staleness_days`
# * `monitoring_config.import_features_analysis.state`
# * `monitoring_config.import_features_analysis.anomaly_detection_baseline`
# * `monitoring_config.numerical_threshold_config.value`
# * `monitoring_config.categorical_threshold_config.value`
# * `offline_storage_ttl_days`
class UpdateEntityTypeRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#delete_entity_type FeaturestoreService.DeleteEntityType}.
# @!attribute [rw] name
# @return [::String]
# Required. The name of the EntityType to be deleted.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
# @!attribute [rw] force
# @return [::Boolean]
# If set to true, any Features for this EntityType will also be deleted.
# (Otherwise, the request will only work if the EntityType has no Features.)
class DeleteEntityTypeRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#create_feature FeaturestoreService.CreateFeature}.
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#create_feature FeatureRegistryService.CreateFeature}.
# @!attribute [rw] parent
# @return [::String]
# Required. The resource name of the EntityType or FeatureGroup to create a
# Feature. 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}`
# @!attribute [rw] feature
# @return [::Google::Cloud::AIPlatform::V1::Feature]
# Required. The Feature to create.
# @!attribute [rw] feature_id
# @return [::String]
# Required. The ID to use for the Feature, which will become the final
# component of the Feature's resource name.
#
# This value may be up to 128 characters, and valid characters are
# `[a-z0-9_]`. The first character cannot be a number.
#
# The value must be unique within an EntityType/FeatureGroup.
class CreateFeatureRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#batch_create_features FeaturestoreService.BatchCreateFeatures}.
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#batch_create_features FeatureRegistryService.BatchCreateFeatures}.
# @!attribute [rw] parent
# @return [::String]
# Required. The resource name of the EntityType/FeatureGroup to create the
# batch of Features under. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
# `projects/{project}/locations/{location}/featureGroups/{feature_group}`
# @!attribute [rw] requests
# @return [::Array<::Google::Cloud::AIPlatform::V1::CreateFeatureRequest>]
# Required. The request message specifying the Features to create. All
# Features must be created under the same parent EntityType / FeatureGroup.
# The `parent` field in each child request message can be omitted. If
# `parent` is set in a child request, then the value must match the `parent`
# value in this request message.
class BatchCreateFeaturesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#batch_create_features FeaturestoreService.BatchCreateFeatures}.
# @!attribute [rw] features
# @return [::Array<::Google::Cloud::AIPlatform::V1::Feature>]
# The Features created.
class BatchCreateFeaturesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#get_feature FeaturestoreService.GetFeature}.
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#get_feature FeatureRegistryService.GetFeature}.
# @!attribute [rw] name
# @return [::String]
# Required. The name of the Feature resource.
# 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}`
class GetFeatureRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_features FeaturestoreService.ListFeatures}.
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#list_features FeatureRegistryService.ListFeatures}.
# @!attribute [rw] parent
# @return [::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}`
# @!attribute [rw] filter
# @return [::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.
# @!attribute [rw] page_size
# @return [::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.
# @!attribute [rw] page_token
# @return [::String]
# A page token, received from a previous
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_features FeaturestoreService.ListFeatures}
# call or
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#list_features FeatureRegistryService.ListFeatures}
# call. Provide this to retrieve the subsequent page.
#
# When paginating, all other parameters provided to
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_features FeaturestoreService.ListFeatures}
# or
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#list_features FeatureRegistryService.ListFeatures}
# must match the call that provided the page token.
# @!attribute [rw] order_by
# @return [::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`
# @!attribute [rw] read_mask
# @return [::Google::Protobuf::FieldMask]
# Mask specifying which fields to read.
# @!attribute [rw] latest_stats_count
# @return [::Integer]
# Only applicable for Vertex AI Feature Store (Legacy).
# If set, return the most recent
# {::Google::Cloud::AIPlatform::V1::ListFeaturesRequest#latest_stats_count ListFeaturesRequest.latest_stats_count}
# of stats for each Feature in response. Valid value is [0, 10]. If number of
# stats exists <
# {::Google::Cloud::AIPlatform::V1::ListFeaturesRequest#latest_stats_count ListFeaturesRequest.latest_stats_count},
# return all existing stats.
class ListFeaturesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#list_features FeaturestoreService.ListFeatures}.
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#list_features FeatureRegistryService.ListFeatures}.
# @!attribute [rw] features
# @return [::Array<::Google::Cloud::AIPlatform::V1::Feature>]
# The Features matching the request.
# @!attribute [rw] next_page_token
# @return [::String]
# A token, which can be sent as
# {::Google::Cloud::AIPlatform::V1::ListFeaturesRequest#page_token ListFeaturesRequest.page_token}
# to retrieve the next page. If this field is omitted, there are no
# subsequent pages.
class ListFeaturesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#search_features FeaturestoreService.SearchFeatures}.
# @!attribute [rw] location
# @return [::String]
# Required. The resource name of the Location to search Features.
# Format:
# `projects/{project}/locations/{location}`
# @!attribute [rw] query
# @return [::String]
# Query string that is a conjunction of field-restricted queries and/or
# field-restricted filters. Field-restricted queries and filters can be
# combined using `AND` to form a conjunction.
#
# A field query is in the form FIELD:QUERY. This implicitly checks if QUERY
# exists as a substring within Feature's FIELD. The QUERY
# and the FIELD are converted to a sequence of words (i.e. tokens) for
# comparison. This is done by:
#
# * Removing leading/trailing whitespace and tokenizing the search value.
# Characters that are not one of alphanumeric `[a-zA-Z0-9]`, underscore
# `_`, or asterisk `*` are treated as delimiters for tokens. `*` is treated
# as a wildcard that matches characters within a token.
# * Ignoring case.
# * Prepending an asterisk to the first and appending an asterisk to the
# last token in QUERY.
#
# A QUERY must be either a singular token or a phrase. A phrase is one or
# multiple words enclosed in double quotation marks ("). With phrases, the
# order of the words is important. Words in the phrase must be matching in
# order and consecutively.
#
# Supported FIELDs for field-restricted queries:
#
# * `feature_id`
# * `description`
# * `entity_type_id`
#
# Examples:
#
# * `feature_id: foo` --> Matches a Feature with ID containing the substring
# `foo` (eg. `foo`, `foofeature`, `barfoo`).
# * `feature_id: foo*feature` --> Matches a Feature with ID containing the
# substring `foo*feature` (eg. `foobarfeature`).
# * `feature_id: foo AND description: bar` --> Matches a Feature with ID
# containing the substring `foo` and description containing the substring
# `bar`.
#
#
# Besides field queries, the following exact-match filters are
# supported. The exact-match filters do not support wildcards. Unlike
# field-restricted queries, exact-match filters are case-sensitive.
#
# * `feature_id`: Supports = comparisons.
# * `description`: Supports = comparisons. Multi-token filters should be
# enclosed in quotes.
# * `entity_type_id`: Supports = comparisons.
# * `value_type`: Supports = and != comparisons.
# * `labels`: Supports key-value equality as well as key presence.
# * `featurestore_id`: Supports = comparisons.
#
# Examples:
#
# * `description = "foo bar"` --> Any Feature with description exactly equal
# to `foo bar`
# * `value_type = DOUBLE` --> Features whose type is DOUBLE.
# * `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.
# @!attribute [rw] page_size
# @return [::Integer]
# The maximum number of Features to return. The service may return fewer
# than this value. If unspecified, at most 100 Features will be returned.
# The maximum value is 100; any value greater than 100 will be coerced to
# 100.
# @!attribute [rw] page_token
# @return [::String]
# A page token, received from a previous
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#search_features FeaturestoreService.SearchFeatures}
# call. Provide this to retrieve the subsequent page.
#
# When paginating, all other parameters provided to
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#search_features FeaturestoreService.SearchFeatures},
# except `page_size`, must match the call that provided the page token.
class SearchFeaturesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#search_features FeaturestoreService.SearchFeatures}.
# @!attribute [rw] features
# @return [::Array<::Google::Cloud::AIPlatform::V1::Feature>]
# The Features matching the request.
#
# Fields returned:
#
# * `name`
# * `description`
# * `labels`
# * `create_time`
# * `update_time`
# @!attribute [rw] next_page_token
# @return [::String]
# A token, which can be sent as
# {::Google::Cloud::AIPlatform::V1::SearchFeaturesRequest#page_token SearchFeaturesRequest.page_token}
# to retrieve the next page. If this field is omitted, there are no
# subsequent pages.
class SearchFeaturesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#update_feature FeaturestoreService.UpdateFeature}.
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#update_feature FeatureRegistryService.UpdateFeature}.
# @!attribute [rw] feature
# @return [::Google::Cloud::AIPlatform::V1::Feature]
# Required. The Feature's `name` field is used to identify the Feature to be
# updated.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`
# `projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}`
# @!attribute [rw] update_mask
# @return [::Google::Protobuf::FieldMask]
# Field mask is used to specify the fields to be overwritten in the
# Features resource by the update.
# The fields specified in the update_mask are relative to the resource, not
# the full request. A field will be overwritten if it is in the mask. If the
# user does not provide a mask then only the non-empty fields present in the
# request will be overwritten. Set the update_mask to `*` to override all
# fields.
#
# Updatable fields:
#
# * `description`
# * `labels`
# * `disable_monitoring` (Not supported for FeatureRegistryService Feature)
# * `point_of_contact` (Not supported for FeaturestoreService FeatureStore)
class UpdateFeatureRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#delete_feature FeaturestoreService.DeleteFeature}.
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeatureRegistryService::Client#delete_feature FeatureRegistryService.DeleteFeature}.
# @!attribute [rw] name
# @return [::String]
# Required. The name of the Features to be deleted.
# Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`
# `projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}`
class DeleteFeatureRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that perform create Featurestore.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Featurestore.
class CreateFeaturestoreOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that perform update Featurestore.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Featurestore.
class UpdateFeaturestoreOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that perform import Feature values.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Featurestore import Feature values.
# @!attribute [rw] imported_entity_count
# @return [::Integer]
# Number of entities that have been imported by the operation.
# @!attribute [rw] imported_feature_value_count
# @return [::Integer]
# Number of Feature values that have been imported by the operation.
# @!attribute [rw] source_uris
# @return [::Array<::String>]
# The source URI from where Feature values are imported.
# @!attribute [rw] invalid_row_count
# @return [::Integer]
# The number of rows in input source that weren't imported due to either
# * Not having any featureValues.
# * Having a null entityId.
# * Having a null timestamp.
# * Not being parsable (applicable for CSV sources).
# @!attribute [rw] timestamp_outside_retention_rows_count
# @return [::Integer]
# The number rows that weren't ingested due to having timestamps outside the
# retention boundary.
# @!attribute [rw] blocking_operation_ids
# @return [::Array<::Integer>]
# List of ImportFeatureValues operations running under a single EntityType
# that are blocking this operation.
class ImportFeatureValuesOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that exports Features values.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Featurestore export Feature values.
class ExportFeatureValuesOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that batch reads Feature values.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Featurestore batch read Features values.
class BatchReadFeatureValuesOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that delete Feature values.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Featurestore delete Features values.
class DeleteFeatureValuesOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that perform create EntityType.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for EntityType.
class CreateEntityTypeOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that perform create Feature.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Feature.
class CreateFeatureOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Details of operations that perform batch create Features.
# @!attribute [rw] generic_metadata
# @return [::Google::Cloud::AIPlatform::V1::GenericOperationMetadata]
# Operation metadata for Feature.
class BatchCreateFeaturesOperationMetadata
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Request message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#delete_feature_values FeaturestoreService.DeleteFeatureValues}.
# @!attribute [rw] select_entity
# @return [::Google::Cloud::AIPlatform::V1::DeleteFeatureValuesRequest::SelectEntity]
# Select feature values to be deleted by specifying entities.
# @!attribute [rw] select_time_range_and_feature
# @return [::Google::Cloud::AIPlatform::V1::DeleteFeatureValuesRequest::SelectTimeRangeAndFeature]
# Select feature values to be deleted by specifying time range and
# features.
# @!attribute [rw] entity_type
# @return [::String]
# Required. The resource name of the EntityType grouping the Features for
# which values are being deleted from. Format:
# `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
class DeleteFeatureValuesRequest
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# Message to select entity.
# If an entity id is selected, all the feature values corresponding to the
# entity id will be deleted, including the entityId.
# @!attribute [rw] entity_id_selector
# @return [::Google::Cloud::AIPlatform::V1::EntityIdSelector]
# Required. Selectors choosing feature values of which entity id to be
# deleted from the EntityType.
class SelectEntity
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Message to select time range and feature.
# Values of the selected feature generated within an inclusive time range
# will be deleted. Using this option permanently deletes the feature values
# from the specified feature IDs within the specified time range.
# This might include data from the online storage. If you want to retain
# any deleted historical data in the online storage, you must re-ingest it.
# @!attribute [rw] time_range
# @return [::Google::Type::Interval]
# Required. Select feature generated within a half-inclusive time range.
# The time range is lower inclusive and upper exclusive.
# @!attribute [rw] feature_selector
# @return [::Google::Cloud::AIPlatform::V1::FeatureSelector]
# Required. Selectors choosing which feature values to be deleted from the
# EntityType.
# @!attribute [rw] skip_online_storage_delete
# @return [::Boolean]
# If set, data will not be deleted from online storage.
# When time range is older than the data in online storage, setting this to
# be true will make the deletion have no impact on online serving.
class SelectTimeRangeAndFeature
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
# Response message for
# {::Google::Cloud::AIPlatform::V1::FeaturestoreService::Client#delete_feature_values FeaturestoreService.DeleteFeatureValues}.
# @!attribute [rw] select_entity
# @return [::Google::Cloud::AIPlatform::V1::DeleteFeatureValuesResponse::SelectEntity]
# Response for request specifying the entities to delete
# @!attribute [rw] select_time_range_and_feature
# @return [::Google::Cloud::AIPlatform::V1::DeleteFeatureValuesResponse::SelectTimeRangeAndFeature]
# Response for request specifying time range and feature
class DeleteFeatureValuesResponse
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# Response message if the request uses the SelectEntity option.
# @!attribute [rw] offline_storage_deleted_entity_row_count
# @return [::Integer]
# The count of deleted entity rows in the offline storage.
# Each row corresponds to the combination of an entity ID and a timestamp.
# One entity ID can have multiple rows in the offline storage.
# @!attribute [rw] online_storage_deleted_entity_count
# @return [::Integer]
# The count of deleted entities in the online storage.
# Each entity ID corresponds to one entity.
class SelectEntity
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Response message if the request uses the SelectTimeRangeAndFeature option.
# @!attribute [rw] impacted_feature_count
# @return [::Integer]
# The count of the features or columns impacted.
# This is the same as the feature count in the request.
# @!attribute [rw] offline_storage_modified_entity_row_count
# @return [::Integer]
# The count of modified entity rows in the offline storage.
# Each row corresponds to the combination of an entity ID and a timestamp.
# One entity ID can have multiple rows in the offline storage.
# Within each row, only the features specified in the request are
# deleted.
# @!attribute [rw] online_storage_modified_entity_count
# @return [::Integer]
# The count of modified entities in the online storage.
# Each entity ID corresponds to one entity.
# Within each entity, only the features specified in the request are
# deleted.
class SelectTimeRangeAndFeature
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
# Selector for entityId. Getting ids from the given source.
# @!attribute [rw] csv_source
# @return [::Google::Cloud::AIPlatform::V1::CsvSource]
# Source of Csv
# @!attribute [rw] entity_id_field
# @return [::String]
# Source column that holds entity IDs. If not provided, entity IDs are
# extracted from the column named entity_id.
class EntityIdSelector
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
end
end
end