# frozen_string_literal: true
# Copyright 2023 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
# Vertex AI Feature Online Store provides a centralized repository for serving
# ML features and embedding indexes at low latency. The Feature Online Store is
# a top-level container.
# @!attribute [rw] bigtable
# @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable]
# Contains settings for the Cloud Bigtable instance that will be created
# to serve featureValues for all FeatureViews under this
# FeatureOnlineStore.
# @!attribute [rw] optimized
# @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Optimized]
# Contains settings for the Optimized store that will be created
# to serve featureValues for all FeatureViews under this
# FeatureOnlineStore. When choose Optimized storage type, need to set
# {::Google::Cloud::AIPlatform::V1::PrivateServiceConnectConfig#enable_private_service_connect PrivateServiceConnectConfig.enable_private_service_connect}
# to use private endpoint. Otherwise will use public endpoint by default.
# @!attribute [rw] name
# @return [::String]
# Identifier. Name of the FeatureOnlineStore. Format:
# `projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}`
# @!attribute [r] create_time
# @return [::Google::Protobuf::Timestamp]
# Output only. Timestamp when this FeatureOnlineStore was created.
# @!attribute [r] update_time
# @return [::Google::Protobuf::Timestamp]
# Output only. Timestamp when this FeatureOnlineStore was last updated.
# @!attribute [rw] etag
# @return [::String]
# Optional. Used to perform consistent read-modify-write updates. If not set,
# a blind "overwrite" update happens.
# @!attribute [rw] labels
# @return [::Google::Protobuf::Map{::String => ::String}]
# Optional. The labels with user-defined metadata to organize your
# FeatureOnlineStore.
#
# 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
# FeatureOnlineStore(System labels are excluded)." System reserved label keys
# are prefixed with "aiplatform.googleapis.com/" and are immutable.
# @!attribute [r] state
# @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::State]
# Output only. State of the featureOnlineStore.
# @!attribute [rw] dedicated_serving_endpoint
# @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::DedicatedServingEndpoint]
# Optional. The dedicated serving endpoint for this FeatureOnlineStore, which
# is different from common Vertex service endpoint.
# @!attribute [rw] encryption_spec
# @return [::Google::Cloud::AIPlatform::V1::EncryptionSpec]
# Optional. Customer-managed encryption key spec for data storage. If set,
# online store will be secured by this key.
class FeatureOnlineStore
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# @!attribute [rw] auto_scaling
# @return [::Google::Cloud::AIPlatform::V1::FeatureOnlineStore::Bigtable::AutoScaling]
# Required. Autoscaling config applied to Bigtable Instance.
class Bigtable
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
# @!attribute [rw] min_node_count
# @return [::Integer]
# Required. The minimum number of nodes to scale down to. Must be greater
# than or equal to 1.
# @!attribute [rw] max_node_count
# @return [::Integer]
# Required. The maximum number of nodes to scale up to. Must be greater
# than or equal to min_node_count, and less than or equal to 10 times of
# 'min_node_count'.
# @!attribute [rw] cpu_utilization_target
# @return [::Integer]
# Optional. A percentage of the cluster's CPU capacity. Can be from 10%
# to 80%. When a cluster's CPU utilization exceeds the target that you
# have set, Bigtable immediately adds nodes to the cluster. When CPU
# utilization is substantially lower than the target, Bigtable removes
# nodes. If not set will default to 50%.
class AutoScaling
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
end
# Optimized storage type
class Optimized
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# The dedicated serving endpoint for this FeatureOnlineStore. Only need to
# set when you choose Optimized storage type. Public endpoint is provisioned
# by default.
# @!attribute [r] public_endpoint_domain_name
# @return [::String]
# Output only. This field will be populated with the domain name to use for
# this FeatureOnlineStore
class DedicatedServingEndpoint
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# @!attribute [rw] key
# @return [::String]
# @!attribute [rw] value
# @return [::String]
class LabelsEntry
include ::Google::Protobuf::MessageExts
extend ::Google::Protobuf::MessageExts::ClassMethods
end
# Possible states a featureOnlineStore can have.
module State
# Default value. This value is unused.
STATE_UNSPECIFIED = 0
# State when the featureOnlineStore configuration is not being updated and
# the fields reflect the current configuration of the featureOnlineStore.
# The featureOnlineStore is usable in this state.
STABLE = 1
# The state of the featureOnlineStore configuration when it is being
# updated. During an update, the fields reflect either the original
# configuration or the updated configuration of the featureOnlineStore. The
# featureOnlineStore is still usable in this state.
UPDATING = 2
end
end
end
end
end
end