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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::IndexService::Client.
Client for the IndexService service.
A service for creating and managing Vertex AI's Index resources.
Inherits
- Object
Methods
.configure
def self.configure() { |config| ... } -> Client::Configuration
Configure the IndexService Client class.
See Configuration for a description of the configuration fields.
- (config) — Configure the Client client.
- config (Client::Configuration)
# Modify the configuration for all IndexService clients ::Google::Cloud::AIPlatform::V1::IndexService::Client.configure do |config| config.timeout = 10.0 end
#configure
def configure() { |config| ... } -> Client::Configuration
Configure the IndexService 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 Client.configure.
See Configuration for a description of the configuration fields.
- (config) — Configure the Client client.
- config (Client::Configuration)
#create_index
def create_index(request, options = nil) -> ::Gapic::Operation
def create_index(parent: nil, index: nil) -> ::Gapic::Operation
Creates an Index.
def create_index(request, options = nil) -> ::Gapic::Operation
create_index
via a request object, either of type
CreateIndexRequest or an equivalent Hash.
- request (::Google::Cloud::AIPlatform::V1::CreateIndexRequest, ::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) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.
def create_index(parent: nil, index: nil) -> ::Gapic::Operation
create_index
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).
-
parent (::String) — Required. The resource name of the Location to create the Index in.
Format:
projects/{project}/locations/{location}
- index (::Google::Cloud::AIPlatform::V1::Index, ::Hash) — Required. The Index to create.
- (response, operation) — Access the result along with the RPC operation
- response (::Gapic::Operation)
- operation (::GRPC::ActiveCall::Operation)
- (::Gapic::Operation)
- (::Google::Cloud::Error) — if the RPC is aborted.
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::IndexService::Client.new # Create a request. To set request fields, pass in keyword arguments. request = Google::Cloud::AIPlatform::V1::CreateIndexRequest.new # Call the create_index method. result = client.create_index request # The returned object is of type Gapic::Operation. You can use this # object to check the status of an operation, cancel it, or wait # for results. Here is how to block until completion: result.wait_until_done! timeout: 60 if result.response? p result.response else puts "Error!" end
#delete_index
def delete_index(request, options = nil) -> ::Gapic::Operation
def delete_index(name: nil) -> ::Gapic::Operation
Deletes an Index. An Index can only be deleted when all its DeployedIndexes had been undeployed.
def delete_index(request, options = nil) -> ::Gapic::Operation
delete_index
via a request object, either of type
DeleteIndexRequest or an equivalent Hash.
- request (::Google::Cloud::AIPlatform::V1::DeleteIndexRequest, ::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) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.
def delete_index(name: nil) -> ::Gapic::Operation
delete_index
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).
-
name (::String) — Required. The name of the Index resource to be deleted.
Format:
projects/{project}/locations/{location}/indexes/{index}
- (response, operation) — Access the result along with the RPC operation
- response (::Gapic::Operation)
- operation (::GRPC::ActiveCall::Operation)
- (::Gapic::Operation)
- (::Google::Cloud::Error) — if the RPC is aborted.
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::IndexService::Client.new # Create a request. To set request fields, pass in keyword arguments. request = Google::Cloud::AIPlatform::V1::DeleteIndexRequest.new # Call the delete_index method. result = client.delete_index request # The returned object is of type Gapic::Operation. You can use this # object to check the status of an operation, cancel it, or wait # for results. Here is how to block until completion: result.wait_until_done! timeout: 60 if result.response? p result.response else puts "Error!" end
#get_index
def get_index(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Index
def get_index(name: nil) -> ::Google::Cloud::AIPlatform::V1::Index
Gets an Index.
def get_index(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Index
get_index
via a request object, either of type
GetIndexRequest or an equivalent Hash.
- request (::Google::Cloud::AIPlatform::V1::GetIndexRequest, ::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) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.
def get_index(name: nil) -> ::Google::Cloud::AIPlatform::V1::Index
get_index
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).
-
name (::String) — Required. The name of the Index resource.
Format:
projects/{project}/locations/{location}/indexes/{index}
- (response, operation) — Access the result along with the RPC operation
- response (::Google::Cloud::AIPlatform::V1::Index)
- operation (::GRPC::ActiveCall::Operation)
- (::Google::Cloud::Error) — if the RPC is aborted.
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::IndexService::Client.new # Create a request. To set request fields, pass in keyword arguments. request = Google::Cloud::AIPlatform::V1::GetIndexRequest.new # Call the get_index method. result = client.get_index request # The returned object is of type Google::Cloud::AIPlatform::V1::Index. p result
#iam_policy_client
def iam_policy_client() -> Google::Iam::V1::IAMPolicy::Client
Get the associated client for mix-in of the IAMPolicy.
- (Google::Iam::V1::IAMPolicy::Client)
#initialize
def initialize() { |config| ... } -> Client
Create a new IndexService client object.
- (config) — Configure the IndexService client.
- config (Client::Configuration)
- (Client) — a new instance of Client
# Create a client using the default configuration client = ::Google::Cloud::AIPlatform::V1::IndexService::Client.new # Create a client using a custom configuration client = ::Google::Cloud::AIPlatform::V1::IndexService::Client.new do |config| config.timeout = 10.0 end
#list_indexes
def list_indexes(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Index>
def list_indexes(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Index>
Lists Indexes in a Location.
def list_indexes(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Index>
list_indexes
via a request object, either of type
ListIndexesRequest or an equivalent Hash.
- request (::Google::Cloud::AIPlatform::V1::ListIndexesRequest, ::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) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.
def list_indexes(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Index>
list_indexes
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).
-
parent (::String) — Required. The resource name of the Location from which to list the Indexes.
Format:
projects/{project}/locations/{location}
- filter (::String) — The standard list filter.
- page_size (::Integer) — The standard list page size.
- page_token (::String) — The standard list page token. Typically obtained via ListIndexesResponse.next_page_token of the previous IndexService.ListIndexes call.
- read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
- (response, operation) — Access the result along with the RPC operation
- response (::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Index>)
- operation (::GRPC::ActiveCall::Operation)
- (::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Index>)
- (::Google::Cloud::Error) — if the RPC is aborted.
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::IndexService::Client.new # Create a request. To set request fields, pass in keyword arguments. request = Google::Cloud::AIPlatform::V1::ListIndexesRequest.new # Call the list_indexes method. result = client.list_indexes request # The returned object is of type Gapic::PagedEnumerable. You can # iterate over all elements by calling #each, and the enumerable # will lazily make API calls to fetch subsequent pages. Other # methods are also available for managing paging directly. result.each do |response| # Each element is of type ::Google::Cloud::AIPlatform::V1::Index. p response end
#location_client
def location_client() -> Google::Cloud::Location::Locations::Client
Get the associated client for mix-in of the Locations.
- (Google::Cloud::Location::Locations::Client)
#operations_client
def operations_client() -> ::Google::Cloud::AIPlatform::V1::IndexService::Operations
Get the associated client for long-running operations.
#remove_datapoints
def remove_datapoints(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::RemoveDatapointsResponse
def remove_datapoints(index: nil, datapoint_ids: nil) -> ::Google::Cloud::AIPlatform::V1::RemoveDatapointsResponse
Remove Datapoints from an Index.
def remove_datapoints(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::RemoveDatapointsResponse
remove_datapoints
via a request object, either of type
RemoveDatapointsRequest or an equivalent Hash.
- request (::Google::Cloud::AIPlatform::V1::RemoveDatapointsRequest, ::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) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.
def remove_datapoints(index: nil, datapoint_ids: nil) -> ::Google::Cloud::AIPlatform::V1::RemoveDatapointsResponse
remove_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).
-
index (::String) — Required. The name of the Index resource to be updated.
Format:
projects/{project}/locations/{location}/indexes/{index}
- datapoint_ids (::Array<::String>) — A list of datapoint ids to be deleted.
- (response, operation) — Access the result along with the RPC operation
- response (::Google::Cloud::AIPlatform::V1::RemoveDatapointsResponse)
- operation (::GRPC::ActiveCall::Operation)
- (::Google::Cloud::Error) — if the RPC is aborted.
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::IndexService::Client.new # Create a request. To set request fields, pass in keyword arguments. request = Google::Cloud::AIPlatform::V1::RemoveDatapointsRequest.new # Call the remove_datapoints method. result = client.remove_datapoints request # The returned object is of type Google::Cloud::AIPlatform::V1::RemoveDatapointsResponse. p result
#update_index
def update_index(request, options = nil) -> ::Gapic::Operation
def update_index(index: nil, update_mask: nil) -> ::Gapic::Operation
Updates an Index.
def update_index(request, options = nil) -> ::Gapic::Operation
update_index
via a request object, either of type
UpdateIndexRequest or an equivalent Hash.
- request (::Google::Cloud::AIPlatform::V1::UpdateIndexRequest, ::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) — Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.
def update_index(index: nil, update_mask: nil) -> ::Gapic::Operation
update_index
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).
- index (::Google::Cloud::AIPlatform::V1::Index, ::Hash) — Required. The Index which updates the resource on the server.
-
update_mask (::Google::Protobuf::FieldMask, ::Hash) — The update mask applies to the resource.
For the
FieldMask
definition, see google.protobuf.FieldMask.
- (response, operation) — Access the result along with the RPC operation
- response (::Gapic::Operation)
- operation (::GRPC::ActiveCall::Operation)
- (::Gapic::Operation)
- (::Google::Cloud::Error) — if the RPC is aborted.
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::IndexService::Client.new # Create a request. To set request fields, pass in keyword arguments. request = Google::Cloud::AIPlatform::V1::UpdateIndexRequest.new # Call the update_index method. result = client.update_index request # The returned object is of type Gapic::Operation. You can use this # object to check the status of an operation, cancel it, or wait # for results. Here is how to block until completion: result.wait_until_done! timeout: 60 if result.response? p result.response else puts "Error!" end
#upsert_datapoints
def upsert_datapoints(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::UpsertDatapointsResponse
def upsert_datapoints(index: nil, datapoints: nil) -> ::Google::Cloud::AIPlatform::V1::UpsertDatapointsResponse
Add/update Datapoints into an Index.
def upsert_datapoints