Class: Google::Cloud::AIPlatform::V1::MatchService::Rest::Client

Inherits:
Object
  • Object
show all
Includes:
Paths
Defined in:
lib/google/cloud/ai_platform/v1/match_service/rest/client.rb

Overview

REST client for the MatchService service.

MatchService is a Google managed service for efficient vector similarity search at scale.

Defined Under Namespace

Classes: Configuration

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Methods included from Paths

#index_endpoint_path

Constructor Details

#initialize {|config| ... } ⇒ Client

Create a new MatchService REST client object.

Examples:


# Create a client using the default configuration
client = ::Google::Cloud::AIPlatform::V1::MatchService::Rest::Client.new

# Create a client using a custom configuration
client = ::Google::Cloud::AIPlatform::V1::MatchService::Rest::Client.new do |config|
  config.timeout = 10.0
end

Yields:

  • (config) —

    Configure the MatchService client.

Yield Parameters:



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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 129

def initialize
  # Create the configuration object
  @config = Configuration.new Client.configure

  # Yield the configuration if needed
  yield @config if block_given?

  # Create credentials
  credentials = @config.credentials
  # Use self-signed JWT if the endpoint is unchanged from default,
  # but only if the default endpoint does not have a region prefix.
  enable_self_signed_jwt = @config.endpoint.nil? ||
                           (@config.endpoint == Configuration::DEFAULT_ENDPOINT &&
                           !@config.endpoint.split(".").first.include?("-"))
  credentials ||= Credentials.default scope: @config.scope,
                                      enable_self_signed_jwt: enable_self_signed_jwt
  if credentials.is_a?(::String) || credentials.is_a?(::Hash)
    credentials = Credentials.new credentials, scope: @config.scope
  end

  @quota_project_id = @config.quota_project
  @quota_project_id ||= credentials.quota_project_id if credentials.respond_to? :quota_project_id

  @match_service_stub = ::Google::Cloud::AIPlatform::V1::MatchService::Rest::ServiceStub.new(
    endpoint: @config.endpoint,
    endpoint_template: DEFAULT_ENDPOINT_TEMPLATE,
    universe_domain: @config.universe_domain,
    credentials: credentials,
    logger: @config.logger
  )

  @match_service_stub.logger(stub: true)&.info do |entry|
    entry.set_system_name
    entry.set_service
    entry.message = "Created client for #{entry.service}"
    entry.set_credentials_fields credentials
    entry.set "customEndpoint", @config.endpoint if @config.endpoint
    entry.set "defaultTimeout", @config.timeout if @config.timeout
    entry.set "quotaProject", @quota_project_id if @quota_project_id
  end

  @location_client = Google::Cloud::Location::Locations::Rest::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @match_service_stub.endpoint
    config.universe_domain = @match_service_stub.universe_domain
    config.bindings_override = @config.bindings_override
    config.logger = @match_service_stub.logger if config.respond_to? :logger=
  end

  @iam_policy_client = Google::Iam::V1::IAMPolicy::Rest::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @match_service_stub.endpoint
    config.universe_domain = @match_service_stub.universe_domain
    config.bindings_override = @config.bindings_override
    config.logger = @match_service_stub.logger if config.respond_to? :logger=
  end
end

Instance Attribute Details

#iam_policy_client ⇒ Google::Iam::V1::IAMPolicy::Rest::Client (readonly)

Get the associated client for mix-in of the IAMPolicy.

Returns:

  • (Google::Iam::V1::IAMPolicy::Rest::Client) 


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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 201

def iam_policy_client
  @iam_policy_client
end

#location_client ⇒ Google::Cloud::Location::Locations::Rest::Client (readonly)

Get the associated client for mix-in of the Locations.

Returns:

  • (Google::Cloud::Location::Locations::Rest::Client) 


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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 194

def location_client
  @location_client
end

Class Method Details

.configure {|config| ... } ⇒ Client::Configuration

Configure the MatchService Client class.

See Configuration for a description of the configuration fields.

Examples:


# Modify the configuration for all MatchService clients
::Google::Cloud::AIPlatform::V1::MatchService::Rest::Client.configure do |config|
  config.timeout = 10.0
end

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 67

def self.configure
  @configure ||= begin
    namespace = ["Google", "Cloud", "AIPlatform", "V1"]
    parent_config = while namespace.any?
                      parent_name = namespace.join "::"
                      parent_const = const_get parent_name
                      break parent_const.configure if parent_const.respond_to? :configure
                      namespace.pop
                    end
    default_config = Client::Configuration.new parent_config

    default_config
  end
  yield @configure if block_given?
  @configure
end

Instance Method Details

#configure {|config| ... } ⇒ Client::Configuration

Configure the MatchService Client instance.

The configuration is set to the derived mode, meaning that values can be changed, but structural changes (adding new fields, etc.) are not allowed. Structural changes should be made on configure.

See Configuration for a description of the configuration fields.

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 99

def configure
  yield @config if block_given?
  @config
end

#find_neighbors(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::FindNeighborsResponse #find_neighbors(index_endpoint: nil, deployed_index_id: nil, queries: nil, return_full_datapoint: nil) ⇒ ::Google::Cloud::AIPlatform::V1::FindNeighborsResponse

Finds the nearest neighbors of each vector within the request.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::MatchService::Rest::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::FindNeighborsRequest.new

# Call the find_neighbors method.
result = client.find_neighbors request

# The returned object is of type Google::Cloud::AIPlatform::V1::FindNeighborsResponse.
p result

Overloads:

  • #find_neighbors(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::FindNeighborsResponse

    Pass arguments to find_neighbors via a request object, either of type FindNeighborsRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::FindNeighborsRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries etc. Optional.

  • #find_neighbors(index_endpoint: nil, deployed_index_id: nil, queries: nil, return_full_datapoint: nil) ⇒ ::Google::Cloud::AIPlatform::V1::FindNeighborsResponse

    Pass arguments to find_neighbors via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • index_endpoint (::String) (defaults to: nil) —

      Required. The name of the index endpoint. Format: projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}

    • deployed_index_id (::String) (defaults to: nil) —

      The ID of the DeployedIndex that will serve the request. This request is sent to a specific IndexEndpoint, as per the IndexEndpoint.network. That IndexEndpoint also has IndexEndpoint.deployed_indexes, and each such index has a DeployedIndex.id field. The value of the field below must equal one of the DeployedIndex.id fields of the IndexEndpoint that is being called for this request.

    • queries (::Array<::Google::Cloud::AIPlatform::V1::FindNeighborsRequest::Query, ::Hash>) (defaults to: nil) —

      The list of queries.

    • return_full_datapoint (::Boolean) (defaults to: nil) —

      If set to true, the full datapoints (including all vector values and restricts) of the nearest neighbors are returned. Note that returning full datapoint will significantly increase the latency and cost of the query.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 273

def find_neighbors request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::FindNeighborsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  call_metadata = @config.rpcs.find_neighbors.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.find_neighbors.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.find_neighbors.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @match_service_stub.find_neighbors request, options do |result, operation|
    yield result, operation if block_given?
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#logger ⇒ Logger

The logger used for request/response debug logging.

Returns:

  • (Logger) 


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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 208

def logger
  @match_service_stub.logger
end

#read_index_datapoints(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadIndexDatapointsResponse #read_index_datapoints(index_endpoint: nil, deployed_index_id: nil, ids: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadIndexDatapointsResponse

Reads the datapoints/vectors of the given IDs. A maximum of 1000 datapoints can be retrieved in a batch.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::MatchService::Rest::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ReadIndexDatapointsRequest.new

# Call the read_index_datapoints method.
result = client.read_index_datapoints request

# The returned object is of type Google::Cloud::AIPlatform::V1::ReadIndexDatapointsResponse.
p result

Overloads:

  • #read_index_datapoints(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadIndexDatapointsResponse

    Pass arguments to read_index_datapoints via a request object, either of type ReadIndexDatapointsRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ReadIndexDatapointsRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries etc. Optional.

  • #read_index_datapoints(index_endpoint: nil, deployed_index_id: nil, ids: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadIndexDatapointsResponse

    Pass arguments to read_index_datapoints via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • index_endpoint (::String) (defaults to: nil) —

      Required. The name of the index endpoint. Format: projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}

    • deployed_index_id (::String) (defaults to: nil) —

      The ID of the DeployedIndex that will serve the request.

    • ids (::Array<::String>) (defaults to: nil) —

      IDs of the datapoints to be searched for.

Yields:

  • (result, operation) —

    Access the result along with the TransportOperation object

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the REST call is aborted.



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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 358

def read_index_datapoints request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ReadIndexDatapointsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  call_metadata = @config.rpcs.read_index_datapoints.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
    transports_version_send: [:rest]

  call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  options.apply_defaults timeout:      @config.rpcs.read_index_datapoints.timeout,
                         metadata:     call_metadata,
                         retry_policy: @config.rpcs.read_index_datapoints.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @match_service_stub.read_index_datapoints request, options do |result, operation|
    yield result, operation if block_given?
  end
rescue ::Gapic::Rest::Error => e
  raise ::Google::Cloud::Error.from_error(e)
end

#universe_domain ⇒ String

The effective universe domain

Returns:

  • (String) 


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# File 'lib/google/cloud/ai_platform/v1/match_service/rest/client.rb', line 109

def universe_domain
  @match_service_stub.universe_domain
end