# frozen_string_literal: true # WARNING ABOUT GENERATED CODE # # This file is generated. See the contributing guide for more information: # https://github.com/aws/aws-sdk-ruby/blob/version-3/CONTRIBUTING.md # # WARNING ABOUT GENERATED CODE require 'seahorse/client/plugins/content_length.rb' require 'aws-sdk-core/plugins/credentials_configuration.rb' require 'aws-sdk-core/plugins/logging.rb' require 'aws-sdk-core/plugins/param_converter.rb' require 'aws-sdk-core/plugins/param_validator.rb' require 'aws-sdk-core/plugins/user_agent.rb' require 'aws-sdk-core/plugins/helpful_socket_errors.rb' require 'aws-sdk-core/plugins/retry_errors.rb' require 'aws-sdk-core/plugins/global_configuration.rb' require 'aws-sdk-core/plugins/regional_endpoint.rb' require 'aws-sdk-core/plugins/endpoint_discovery.rb' require 'aws-sdk-core/plugins/endpoint_pattern.rb' require 'aws-sdk-core/plugins/response_paging.rb' require 'aws-sdk-core/plugins/stub_responses.rb' require 'aws-sdk-core/plugins/idempotency_token.rb' require 'aws-sdk-core/plugins/invocation_id.rb' require 'aws-sdk-core/plugins/jsonvalue_converter.rb' require 'aws-sdk-core/plugins/client_metrics_plugin.rb' require 'aws-sdk-core/plugins/client_metrics_send_plugin.rb' require 'aws-sdk-core/plugins/transfer_encoding.rb' require 'aws-sdk-core/plugins/http_checksum.rb' require 'aws-sdk-core/plugins/checksum_algorithm.rb' require 'aws-sdk-core/plugins/request_compression.rb' require 'aws-sdk-core/plugins/defaults_mode.rb' require 'aws-sdk-core/plugins/recursion_detection.rb' require 'aws-sdk-core/plugins/sign.rb' require 'aws-sdk-core/plugins/protocols/rest_json.rb' Aws::Plugins::GlobalConfiguration.add_identifier(:sagemakerfeaturestoreruntime) module Aws::SageMakerFeatureStoreRuntime # An API client for SageMakerFeatureStoreRuntime. To construct a client, you need to configure a `:region` and `:credentials`. # # client = Aws::SageMakerFeatureStoreRuntime::Client.new( # region: region_name, # credentials: credentials, # # ... # ) # # For details on configuring region and credentials see # the [developer guide](/sdk-for-ruby/v3/developer-guide/setup-config.html). # # See {#initialize} for a full list of supported configuration options. class Client < Seahorse::Client::Base include Aws::ClientStubs @identifier = :sagemakerfeaturestoreruntime set_api(ClientApi::API) add_plugin(Seahorse::Client::Plugins::ContentLength) add_plugin(Aws::Plugins::CredentialsConfiguration) add_plugin(Aws::Plugins::Logging) add_plugin(Aws::Plugins::ParamConverter) add_plugin(Aws::Plugins::ParamValidator) add_plugin(Aws::Plugins::UserAgent) add_plugin(Aws::Plugins::HelpfulSocketErrors) add_plugin(Aws::Plugins::RetryErrors) add_plugin(Aws::Plugins::GlobalConfiguration) add_plugin(Aws::Plugins::RegionalEndpoint) add_plugin(Aws::Plugins::EndpointDiscovery) add_plugin(Aws::Plugins::EndpointPattern) add_plugin(Aws::Plugins::ResponsePaging) add_plugin(Aws::Plugins::StubResponses) add_plugin(Aws::Plugins::IdempotencyToken) add_plugin(Aws::Plugins::InvocationId) add_plugin(Aws::Plugins::JsonvalueConverter) add_plugin(Aws::Plugins::ClientMetricsPlugin) add_plugin(Aws::Plugins::ClientMetricsSendPlugin) add_plugin(Aws::Plugins::TransferEncoding) add_plugin(Aws::Plugins::HttpChecksum) add_plugin(Aws::Plugins::ChecksumAlgorithm) add_plugin(Aws::Plugins::RequestCompression) add_plugin(Aws::Plugins::DefaultsMode) add_plugin(Aws::Plugins::RecursionDetection) add_plugin(Aws::Plugins::Sign) add_plugin(Aws::Plugins::Protocols::RestJson) add_plugin(Aws::SageMakerFeatureStoreRuntime::Plugins::Endpoints) # @overload initialize(options) # @param [Hash] options # @option options [required, Aws::CredentialProvider] :credentials # Your AWS credentials. This can be an instance of any one of the # following classes: # # * `Aws::Credentials` - Used for configuring static, non-refreshing # credentials. # # * `Aws::SharedCredentials` - Used for loading static credentials from a # shared file, such as `~/.aws/config`. # # * `Aws::AssumeRoleCredentials` - Used when you need to assume a role. # # * `Aws::AssumeRoleWebIdentityCredentials` - Used when you need to # assume a role after providing credentials via the web. # # * `Aws::SSOCredentials` - Used for loading credentials from AWS SSO using an # access token generated from `aws login`. # # * `Aws::ProcessCredentials` - Used for loading credentials from a # process that outputs to stdout. # # * `Aws::InstanceProfileCredentials` - Used for loading credentials # from an EC2 IMDS on an EC2 instance. # # * `Aws::ECSCredentials` - Used for loading credentials from # instances running in ECS. # # * `Aws::CognitoIdentityCredentials` - Used for loading credentials # from the Cognito Identity service. # # When `:credentials` are not configured directly, the following # locations will be searched for credentials: # # * `Aws.config[:credentials]` # * The `:access_key_id`, `:secret_access_key`, and `:session_token` options. # * ENV['AWS_ACCESS_KEY_ID'], ENV['AWS_SECRET_ACCESS_KEY'] # * `~/.aws/credentials` # * `~/.aws/config` # * EC2/ECS IMDS instance profile - When used by default, the timeouts # are very aggressive. Construct and pass an instance of # `Aws::InstanceProfileCredentails` or `Aws::ECSCredentials` to # enable retries and extended timeouts. Instance profile credential # fetching can be disabled by setting ENV['AWS_EC2_METADATA_DISABLED'] # to true. # # @option options [required, String] :region # The AWS region to connect to. The configured `:region` is # used to determine the service `:endpoint`. When not passed, # a default `:region` is searched for in the following locations: # # * `Aws.config[:region]` # * `ENV['AWS_REGION']` # * `ENV['AMAZON_REGION']` # * `ENV['AWS_DEFAULT_REGION']` # * `~/.aws/credentials` # * `~/.aws/config` # # @option options [String] :access_key_id # # @option options [Boolean] :active_endpoint_cache (false) # When set to `true`, a thread polling for endpoints will be running in # the background every 60 secs (default). Defaults to `false`. # # @option options [Boolean] :adaptive_retry_wait_to_fill (true) # Used only in `adaptive` retry mode. When true, the request will sleep # until there is sufficent client side capacity to retry the request. # When false, the request will raise a `RetryCapacityNotAvailableError` and will # not retry instead of sleeping. # # @option options [Boolean] :client_side_monitoring (false) # When `true`, client-side metrics will be collected for all API requests from # this client. # # @option options [String] :client_side_monitoring_client_id ("") # Allows you to provide an identifier for this client which will be attached to # all generated client side metrics. Defaults to an empty string. # # @option options [String] :client_side_monitoring_host ("127.0.0.1") # Allows you to specify the DNS hostname or IPv4 or IPv6 address that the client # side monitoring agent is running on, where client metrics will be published via UDP. # # @option options [Integer] :client_side_monitoring_port (31000) # Required for publishing client metrics. The port that the client side monitoring # agent is running on, where client metrics will be published via UDP. # # @option options [Aws::ClientSideMonitoring::Publisher] :client_side_monitoring_publisher (Aws::ClientSideMonitoring::Publisher) # Allows you to provide a custom client-side monitoring publisher class. By default, # will use the Client Side Monitoring Agent Publisher. # # @option options [Boolean] :convert_params (true) # When `true`, an attempt is made to coerce request parameters into # the required types. # # @option options [Boolean] :correct_clock_skew (true) # Used only in `standard` and adaptive retry modes. Specifies whether to apply # a clock skew correction and retry requests with skewed client clocks. # # @option options [String] :defaults_mode ("legacy") # See {Aws::DefaultsModeConfiguration} for a list of the # accepted modes and the configuration defaults that are included. # # @option options [Boolean] :disable_host_prefix_injection (false) # Set to true to disable SDK automatically adding host prefix # to default service endpoint when available. # # @option options [Boolean] :disable_request_compression (false) # When set to 'true' the request body will not be compressed # for supported operations. # # @option options [String, URI::HTTPS, URI::HTTP] :endpoint # Normally you should not configure the `:endpoint` option # directly. This is normally constructed from the `:region` # option. Configuring `:endpoint` is normally reserved for # connecting to test or custom endpoints. The endpoint should # be a URI formatted like: # # 'http://example.com' # 'https://example.com' # 'http://example.com:123' # # # @option options [Integer] :endpoint_cache_max_entries (1000) # Used for the maximum size limit of the LRU cache storing endpoints data # for endpoint discovery enabled operations. Defaults to 1000. # # @option options [Integer] :endpoint_cache_max_threads (10) # Used for the maximum threads in use for polling endpoints to be cached, defaults to 10. # # @option options [Integer] :endpoint_cache_poll_interval (60) # When :endpoint_discovery and :active_endpoint_cache is enabled, # Use this option to config the time interval in seconds for making # requests fetching endpoints information. Defaults to 60 sec. # # @option options [Boolean] :endpoint_discovery (false) # When set to `true`, endpoint discovery will be enabled for operations when available. # # @option options [Boolean] :ignore_configured_endpoint_urls # Setting to true disables use of endpoint URLs provided via environment # variables and the shared configuration file. # # @option options [Aws::Log::Formatter] :log_formatter (Aws::Log::Formatter.default) # The log formatter. # # @option options [Symbol] :log_level (:info) # The log level to send messages to the `:logger` at. # # @option options [Logger] :logger # The Logger instance to send log messages to. If this option # is not set, logging will be disabled. # # @option options [Integer] :max_attempts (3) # An integer representing the maximum number attempts that will be made for # a single request, including the initial attempt. For example, # setting this value to 5 will result in a request being retried up to # 4 times. Used in `standard` and `adaptive` retry modes. # # @option options [String] :profile ("default") # Used when loading credentials from the shared credentials file # at HOME/.aws/credentials. When not specified, 'default' is used. # # @option options [Integer] :request_min_compression_size_bytes (10240) # The minimum size in bytes that triggers compression for request # bodies. The value must be non-negative integer value between 0 # and 10485780 bytes inclusive. # # @option options [Proc] :retry_backoff # A proc or lambda used for backoff. Defaults to 2**retries * retry_base_delay. # This option is only used in the `legacy` retry mode. # # @option options [Float] :retry_base_delay (0.3) # The base delay in seconds used by the default backoff function. This option # is only used in the `legacy` retry mode. # # @option options [Symbol] :retry_jitter (:none) # A delay randomiser function used by the default backoff function. # Some predefined functions can be referenced by name - :none, :equal, :full, # otherwise a Proc that takes and returns a number. This option is only used # in the `legacy` retry mode. # # @see https://www.awsarchitectureblog.com/2015/03/backoff.html # # @option options [Integer] :retry_limit (3) # The maximum number of times to retry failed requests. Only # ~ 500 level server errors and certain ~ 400 level client errors # are retried. Generally, these are throttling errors, data # checksum errors, networking errors, timeout errors, auth errors, # endpoint discovery, and errors from expired credentials. # This option is only used in the `legacy` retry mode. # # @option options [Integer] :retry_max_delay (0) # The maximum number of seconds to delay between retries (0 for no limit) # used by the default backoff function. This option is only used in the # `legacy` retry mode. # # @option options [String] :retry_mode ("legacy") # Specifies which retry algorithm to use. Values are: # # * `legacy` - The pre-existing retry behavior. This is default value if # no retry mode is provided. # # * `standard` - A standardized set of retry rules across the AWS SDKs. # This includes support for retry quotas, which limit the number of # unsuccessful retries a client can make. # # * `adaptive` - An experimental retry mode that includes all the # functionality of `standard` mode along with automatic client side # throttling. This is a provisional mode that may change behavior # in the future. # # # @option options [String] :sdk_ua_app_id # A unique and opaque application ID that is appended to the # User-Agent header as app/sdk_ua_app_id. It should have a # maximum length of 50. This variable is sourced from environment # variable AWS_SDK_UA_APP_ID or the shared config profile attribute sdk_ua_app_id. # # @option options [String] :secret_access_key # # @option options [String] :session_token # # @option options [Boolean] :stub_responses (false) # Causes the client to return stubbed responses. By default # fake responses are generated and returned. You can specify # the response data to return or errors to raise by calling # {ClientStubs#stub_responses}. See {ClientStubs} for more information. # # ** Please note ** When response stubbing is enabled, no HTTP # requests are made, and retries are disabled. # # @option options [Aws::TokenProvider] :token_provider # A Bearer Token Provider. This can be an instance of any one of the # following classes: # # * `Aws::StaticTokenProvider` - Used for configuring static, non-refreshing # tokens. # # * `Aws::SSOTokenProvider` - Used for loading tokens from AWS SSO using an # access token generated from `aws login`. # # When `:token_provider` is not configured directly, the `Aws::TokenProviderChain` # will be used to search for tokens configured for your profile in shared configuration files. # # @option options [Boolean] :use_dualstack_endpoint # When set to `true`, dualstack enabled endpoints (with `.aws` TLD) # will be used if available. # # @option options [Boolean] :use_fips_endpoint # When set to `true`, fips compatible endpoints will be used if available. # When a `fips` region is used, the region is normalized and this config # is set to `true`. # # @option options [Boolean] :validate_params (true) # When `true`, request parameters are validated before # sending the request. # # @option options [Aws::SageMakerFeatureStoreRuntime::EndpointProvider] :endpoint_provider # The endpoint provider used to resolve endpoints. Any object that responds to `#resolve_endpoint(parameters)` where `parameters` is a Struct similar to `Aws::SageMakerFeatureStoreRuntime::EndpointParameters` # # @option options [Float] :http_continue_timeout (1) # The number of seconds to wait for a 100-continue response before sending the # request body. This option has no effect unless the request has "Expect" # header set to "100-continue". Defaults to `nil` which disables this # behaviour. This value can safely be set per request on the session. # # @option options [Float] :http_idle_timeout (5) # The number of seconds a connection is allowed to sit idle before it # is considered stale. Stale connections are closed and removed from the # pool before making a request. # # @option options [Float] :http_open_timeout (15) # The default number of seconds to wait for response data. # This value can safely be set per-request on the session. # # @option options [URI::HTTP,String] :http_proxy # A proxy to send requests through. Formatted like 'http://proxy.com:123'. # # @option options [Float] :http_read_timeout (60) # The default number of seconds to wait for response data. # This value can safely be set per-request on the session. # # @option options [Boolean] :http_wire_trace (false) # When `true`, HTTP debug output will be sent to the `:logger`. # # @option options [Proc] :on_chunk_received # When a Proc object is provided, it will be used as callback when each chunk # of the response body is received. It provides three arguments: the chunk, # the number of bytes received, and the total number of # bytes in the response (or nil if the server did not send a `content-length`). # # @option options [Proc] :on_chunk_sent # When a Proc object is provided, it will be used as callback when each chunk # of the request body is sent. It provides three arguments: the chunk, # the number of bytes read from the body, and the total number of # bytes in the body. # # @option options [Boolean] :raise_response_errors (true) # When `true`, response errors are raised. # # @option options [String] :ssl_ca_bundle # Full path to the SSL certificate authority bundle file that should be used when # verifying peer certificates. If you do not pass `:ssl_ca_bundle` or # `:ssl_ca_directory` the the system default will be used if available. # # @option options [String] :ssl_ca_directory # Full path of the directory that contains the unbundled SSL certificate # authority files for verifying peer certificates. If you do # not pass `:ssl_ca_bundle` or `:ssl_ca_directory` the the system # default will be used if available. # # @option options [String] :ssl_ca_store # Sets the X509::Store to verify peer certificate. # # @option options [Float] :ssl_timeout # Sets the SSL timeout in seconds # # @option options [Boolean] :ssl_verify_peer (true) # When `true`, SSL peer certificates are verified when establishing a connection. # def initialize(*args) super end # @!group API Operations # Retrieves a batch of `Records` from a `FeatureGroup`. # # @option params [required, Array] :identifiers # A list containing the name or Amazon Resource Name (ARN) of the # `FeatureGroup`, the list of names of `Feature`s to be retrieved, and # the corresponding `RecordIdentifier` values as strings. # # @option params [String] :expiration_time_response # Parameter to request `ExpiresAt` in response. If `Enabled`, # `BatchGetRecord` will return the value of `ExpiresAt`, if it is not # null. If `Disabled` and null, `BatchGetRecord` will return null. # # @return [Types::BatchGetRecordResponse] Returns a {Seahorse::Client::Response response} object which responds to the following methods: # # * {Types::BatchGetRecordResponse#records #records} => Array<Types::BatchGetRecordResultDetail> # * {Types::BatchGetRecordResponse#errors #errors} => Array<Types::BatchGetRecordError> # * {Types::BatchGetRecordResponse#unprocessed_identifiers #unprocessed_identifiers} => Array<Types::BatchGetRecordIdentifier> # # @example Request syntax with placeholder values # # resp = client.batch_get_record({ # identifiers: [ # required # { # feature_group_name: "FeatureGroupNameOrArn", # required # record_identifiers_value_as_string: ["ValueAsString"], # required # feature_names: ["FeatureName"], # }, # ], # expiration_time_response: "Enabled", # accepts Enabled, Disabled # }) # # @example Response structure # # resp.records #=> Array # resp.records[0].feature_group_name #=> String # resp.records[0].record_identifier_value_as_string #=> String # resp.records[0].record #=> Array # resp.records[0].record[0].feature_name #=> String # resp.records[0].record[0].value_as_string #=> String # resp.records[0].record[0].value_as_string_list #=> Array # resp.records[0].record[0].value_as_string_list[0] #=> String # resp.records[0].expires_at #=> String # resp.errors #=> Array # resp.errors[0].feature_group_name #=> String # resp.errors[0].record_identifier_value_as_string #=> String # resp.errors[0].error_code #=> String # resp.errors[0].error_message #=> String # resp.unprocessed_identifiers #=> Array # resp.unprocessed_identifiers[0].feature_group_name #=> String # resp.unprocessed_identifiers[0].record_identifiers_value_as_string #=> Array # resp.unprocessed_identifiers[0].record_identifiers_value_as_string[0] #=> String # resp.unprocessed_identifiers[0].feature_names #=> Array # resp.unprocessed_identifiers[0].feature_names[0] #=> String # # @see http://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/BatchGetRecord AWS API Documentation # # @overload batch_get_record(params = {}) # @param [Hash] params ({}) def batch_get_record(params = {}, options = {}) req = build_request(:batch_get_record, params) req.send_request(options) end # Deletes a `Record` from a `FeatureGroup` in the `OnlineStore`. Feature # Store supports both `SoftDelete` and `HardDelete`. For `SoftDelete` # (default), feature columns are set to `null` and the record is no # longer retrievable by `GetRecord` or `BatchGetRecord`. For # `HardDelete`, the complete `Record` is removed from the `OnlineStore`. # In both cases, Feature Store appends the deleted record marker to the # `OfflineStore`. The deleted record marker is a record with the same # `RecordIdentifer` as the original, but with `is_deleted` value set to # `True`, `EventTime` set to the delete input `EventTime`, and other # feature values set to `null`. # # Note that the `EventTime` specified in `DeleteRecord` should be set # later than the `EventTime` of the existing record in the `OnlineStore` # for that `RecordIdentifer`. If it is not, the deletion does not occur: # # * For `SoftDelete`, the existing (not deleted) record remains in the # `OnlineStore`, though the delete record marker is still written to # the `OfflineStore`. # # * `HardDelete` returns `EventTime`: `400 ValidationException` to # indicate that the delete operation failed. No delete record marker # is written to the `OfflineStore`. # # When a record is deleted from the `OnlineStore`, the deleted record # marker is appended to the `OfflineStore`. If you have the Iceberg # table format enabled for your `OfflineStore`, you can remove all # history of a record from the `OfflineStore` using Amazon Athena or # Apache Spark. For information on how to hard delete a record from the # `OfflineStore` with the Iceberg table format enabled, see [Delete # records from the offline store][1]. # # # # [1]: https://docs.aws.amazon.com/sagemaker/latest/dg/feature-store-delete-records-offline-store.html#feature-store-delete-records-offline-store # # @option params [required, String] :feature_group_name # The name or Amazon Resource Name (ARN) of the feature group to delete # the record from. # # @option params [required, String] :record_identifier_value_as_string # The value for the `RecordIdentifier` that uniquely identifies the # record, in string format. # # @option params [required, String] :event_time # Timestamp indicating when the deletion event occurred. `EventTime` can # be used to query data at a certain point in time. # # @option params [Array] :target_stores # A list of stores from which you're deleting the record. By default, # Feature Store deletes the record from all of the stores that you're # using for the `FeatureGroup`. # # @option params [String] :deletion_mode # The name of the deletion mode for deleting the record. By default, the # deletion mode is set to `SoftDelete`. # # @return [Struct] Returns an empty {Seahorse::Client::Response response}. # # @example Request syntax with placeholder values # # resp = client.delete_record({ # feature_group_name: "FeatureGroupNameOrArn", # required # record_identifier_value_as_string: "ValueAsString", # required # event_time: "ValueAsString", # required # target_stores: ["OnlineStore"], # accepts OnlineStore, OfflineStore # deletion_mode: "SoftDelete", # accepts SoftDelete, HardDelete # }) # # @see http://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/DeleteRecord AWS API Documentation # # @overload delete_record(params = {}) # @param [Hash] params ({}) def delete_record(params = {}, options = {}) req = build_request(:delete_record, params) req.send_request(options) end # Use for `OnlineStore` serving from a `FeatureStore`. Only the latest # records stored in the `OnlineStore` can be retrieved. If no Record # with `RecordIdentifierValue` is found, then an empty result is # returned. # # @option params [required, String] :feature_group_name # The name or Amazon Resource Name (ARN) of the feature group from which # you want to retrieve a record. # # @option params [required, String] :record_identifier_value_as_string # The value that corresponds to `RecordIdentifier` type and uniquely # identifies the record in the `FeatureGroup`. # # @option params [Array] :feature_names # List of names of Features to be retrieved. If not specified, the # latest value for all the Features are returned. # # @option params [String] :expiration_time_response # Parameter to request `ExpiresAt` in response. If `Enabled`, # `GetRecord` will return the value of `ExpiresAt`, if it is not null. # If `Disabled` and null, `GetRecord` will return null. # # @return [Types::GetRecordResponse] Returns a {Seahorse::Client::Response response} object which responds to the following methods: # # * {Types::GetRecordResponse#record #record} => Array<Types::FeatureValue> # * {Types::GetRecordResponse#expires_at #expires_at} => String # # @example Request syntax with placeholder values # # resp = client.get_record({ # feature_group_name: "FeatureGroupNameOrArn", # required # record_identifier_value_as_string: "ValueAsString", # required # feature_names: ["FeatureName"], # expiration_time_response: "Enabled", # accepts Enabled, Disabled # }) # # @example Response structure # # resp.record #=> Array # resp.record[0].feature_name #=> String # resp.record[0].value_as_string #=> String # resp.record[0].value_as_string_list #=> Array # resp.record[0].value_as_string_list[0] #=> String # resp.expires_at #=> String # # @see http://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/GetRecord AWS API Documentation # # @overload get_record(params = {}) # @param [Hash] params ({}) def get_record(params = {}, options = {}) req = build_request(:get_record, params) req.send_request(options) end # The `PutRecord` API is used to ingest a list of `Records` into your # feature group. # # If a new record’s `EventTime` is greater, the new record is written to # both the `OnlineStore` and `OfflineStore`. Otherwise, the record is a # historic record and it is written only to the `OfflineStore`. # # You can specify the ingestion to be applied to the `OnlineStore`, # `OfflineStore`, or both by using the `TargetStores` request parameter. # # You can set the ingested record to expire at a given time to live # (TTL) duration after the record’s event time, `ExpiresAt` = # `EventTime` + `TtlDuration`, by specifying the `TtlDuration` # parameter. A record level `TtlDuration` is set when specifying the # `TtlDuration` parameter using the `PutRecord` API call. If the input # `TtlDuration` is `null` or unspecified, `TtlDuration` is set to the # default feature group level `TtlDuration`. A record level # `TtlDuration` supersedes the group level `TtlDuration`. # # @option params [required, String] :feature_group_name # The name or Amazon Resource Name (ARN) of the feature group that you # want to insert the record into. # # @option params [required, Array] :record # List of FeatureValues to be inserted. This will be a full over-write. # If you only want to update few of the feature values, do the # following: # # * Use `GetRecord` to retrieve the latest record. # # * Update the record returned from `GetRecord`. # # * Use `PutRecord` to update feature values. # # @option params [Array] :target_stores # A list of stores to which you're adding the record. By default, # Feature Store adds the record to all of the stores that you're using # for the `FeatureGroup`. # # @option params [Types::TtlDuration] :ttl_duration # Time to live duration, where the record is hard deleted after the # expiration time is reached; `ExpiresAt` = `EventTime` + `TtlDuration`. # For information on HardDelete, see the [DeleteRecord][1] API in the # Amazon SageMaker API Reference guide. # # # # [1]: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_feature_store_DeleteRecord.html # # @return [Struct] Returns an empty {Seahorse::Client::Response response}. # # @example Request syntax with placeholder values # # resp = client.put_record({ # feature_group_name: "FeatureGroupNameOrArn", # required # record: [ # required # { # feature_name: "FeatureName", # required # value_as_string: "ValueAsString", # value_as_string_list: ["ValueAsString"], # }, # ], # target_stores: ["OnlineStore"], # accepts OnlineStore, OfflineStore # ttl_duration: { # unit: "Seconds", # required, accepts Seconds, Minutes, Hours, Days, Weeks # value: 1, # required # }, # }) # # @see http://docs.aws.amazon.com/goto/WebAPI/sagemaker-featurestore-runtime-2020-07-01/PutRecord AWS API Documentation # # @overload put_record(params = {}) # @param [Hash] params ({}) def put_record(params = {}, options = {}) req = build_request(:put_record, params) req.send_request(options) end # @!endgroup # @param params ({}) # @api private def build_request(operation_name, params = {}) handlers = @handlers.for(operation_name) context = Seahorse::Client::RequestContext.new( operation_name: operation_name, operation: config.api.operation(operation_name), client: self, params: params, config: config) context[:gem_name] = 'aws-sdk-sagemakerfeaturestoreruntime' context[:gem_version] = '1.32.0' Seahorse::Client::Request.new(handlers, context) end # @api private # @deprecated def waiter_names [] end class << self # @api private attr_reader :identifier # @api private def errors_module Errors end end end end