Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::DatasetService::Client (v0.4.0)

Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::DatasetService::Client.

Client for the DatasetService service.

The service that handles the CRUD of Vertex AI Dataset and its child resources.

Inherits

  • Object

Includes

Methods

.configure

def self.configure() { |config| ... } -> Client::Configuration

Configure the DatasetService Client class.

See Configuration for a description of the configuration fields.

Yields
  • (config) — Configure the Client client.
Yield Parameter
Returns
Example 
# Modify the configuration for all DatasetService clients
::Google::Cloud::AIPlatform::V1::DatasetService::Client.configure do |config|
  config.timeout = 10.0
end

#configure

def configure() { |config| ... } -> Client::Configuration

Configure the DatasetService 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.

Yields
  • (config) — Configure the Client client.
Yield Parameter
Returns

#create_dataset

def create_dataset(request, options = nil) -> ::Gapic::Operation
def create_dataset(parent: nil, dataset: nil) -> ::Gapic::Operation

Creates a Dataset.

Overloads 
def create_dataset(request, options = nil) -> ::Gapic::Operation
Pass arguments to create_dataset via a request object, either of type CreateDatasetRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::CreateDatasetRequest, ::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_dataset(parent: nil, dataset: nil) -> ::Gapic::Operation
Pass arguments to create_dataset 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
  • parent (::String) — Required. The resource name of the Location to create the Dataset in. Format: projects/{project}/locations/{location}
  • dataset (::Google::Cloud::AIPlatform::V1::Dataset, ::Hash) — Required. The Dataset to create.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)
Returns
  • (::Gapic::Operation)
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the create_dataset method.
result = client.create_dataset 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_dataset

def delete_dataset(request, options = nil) -> ::Gapic::Operation
def delete_dataset(name: nil) -> ::Gapic::Operation

Deletes a Dataset.

Overloads 
def delete_dataset(request, options = nil) -> ::Gapic::Operation
Pass arguments to delete_dataset via a request object, either of type Google::Cloud::AIPlatform::V1::DeleteDatasetRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::DeleteDatasetRequest, ::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_dataset(name: nil) -> ::Gapic::Operation
Pass arguments to delete_dataset 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).
Parameter
  • name (::String) — Required. The resource name of the Dataset to delete. Format: projects/{project}/locations/{location}/datasets/{dataset}
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)
Returns
  • (::Gapic::Operation)
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the delete_dataset method.
result = client.delete_dataset 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

#export_data

def export_data(request, options = nil) -> ::Gapic::Operation
def export_data(name: nil, export_config: nil) -> ::Gapic::Operation

Exports data from a Dataset.

Overloads 
def export_data(request, options = nil) -> ::Gapic::Operation
Pass arguments to export_data via a request object, either of type ExportDataRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ExportDataRequest, ::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 export_data(name: nil, export_config: nil) -> ::Gapic::Operation
Pass arguments to export_data 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
  • name (::String) — Required. The name of the Dataset resource. Format: projects/{project}/locations/{location}/datasets/{dataset}
  • export_config (::Google::Cloud::AIPlatform::V1::ExportDataConfig, ::Hash) — Required. The desired output location.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)
Returns
  • (::Gapic::Operation)
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the export_data method.
result = client.export_data 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_annotation_spec

def get_annotation_spec(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::AnnotationSpec
def get_annotation_spec(name: nil, read_mask: nil) -> ::Google::Cloud::AIPlatform::V1::AnnotationSpec

Gets an AnnotationSpec.

Overloads 
def get_annotation_spec(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::AnnotationSpec
Pass arguments to get_annotation_spec via a request object, either of type GetAnnotationSpecRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::GetAnnotationSpecRequest, ::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_annotation_spec(name: nil, read_mask: nil) -> ::Google::Cloud::AIPlatform::V1::AnnotationSpec
Pass arguments to get_annotation_spec 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
  • name (::String) — Required. The name of the AnnotationSpec resource. Format: projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}
  • read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

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

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

#get_dataset

def get_dataset(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Dataset
def get_dataset(name: nil, read_mask: nil) -> ::Google::Cloud::AIPlatform::V1::Dataset

Gets a Dataset.

Overloads 
def get_dataset(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Dataset
Pass arguments to get_dataset via a request object, either of type GetDatasetRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::GetDatasetRequest, ::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_dataset(name: nil, read_mask: nil) -> ::Google::Cloud::AIPlatform::V1::Dataset
Pass arguments to get_dataset 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
  • name (::String) — Required. The name of the Dataset resource.
  • read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

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

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

#import_data

def import_data(request, options = nil) -> ::Gapic::Operation
def import_data(name: nil, import_configs: nil) -> ::Gapic::Operation

Imports data into a Dataset.

Overloads 
def import_data(request, options = nil) -> ::Gapic::Operation
Pass arguments to import_data via a request object, either of type ImportDataRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ImportDataRequest, ::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 import_data(name: nil, import_configs: nil) -> ::Gapic::Operation
Pass arguments to import_data 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
  • name (::String) — Required. The name of the Dataset resource. Format: projects/{project}/locations/{location}/datasets/{dataset}
  • import_configs (::Array<::Google::Cloud::AIPlatform::V1::ImportDataConfig, ::Hash>) — Required. The desired input locations. The contents of all input locations will be imported in one batch.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)
Returns
  • (::Gapic::Operation)
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the import_data method.
result = client.import_data 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

#initialize

def initialize() { |config| ... } -> Client

Create a new DatasetService client object.

Yields
  • (config) — Configure the DatasetService client.
Yield Parameter
Returns
  • (Client) — a new instance of Client
Example 
# Create a client using the default configuration
client = ::Google::Cloud::AIPlatform::V1::DatasetService::Client.new

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

#list_annotations

def list_annotations(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Annotation>
def list_annotations(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Annotation>

Lists Annotations belongs to a dataitem

Overloads 
def list_annotations(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Annotation>
Pass arguments to list_annotations via a request object, either of type ListAnnotationsRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ListAnnotationsRequest, ::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_annotations(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Annotation>
Pass arguments to list_annotations 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
  • parent (::String) — Required. The resource name of the DataItem to list Annotations from. Format: projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}
  • filter (::String) — The standard list filter.
  • page_size (::Integer) — The standard list page size.
  • page_token (::String) — The standard list page token.
  • read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
  • order_by (::String) — A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the list_annotations method.
result = client.list_annotations 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::Annotation.
  p response
end

#list_data_items

def list_data_items(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataItem>
def list_data_items(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataItem>

Lists DataItems in a Dataset.

Overloads 
def list_data_items(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataItem>
Pass arguments to list_data_items via a request object, either of type ListDataItemsRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ListDataItemsRequest, ::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_data_items(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataItem>
Pass arguments to list_data_items 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
  • parent (::String) — Required. The resource name of the Dataset to list DataItems from. Format: projects/{project}/locations/{location}/datasets/{dataset}
  • filter (::String) — The standard list filter.
  • page_size (::Integer) — The standard list page size.
  • page_token (::String) — The standard list page token.
  • read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
  • order_by (::String) — A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending.
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the list_data_items method.
result = client.list_data_items 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::DataItem.
  p response
end

#list_datasets

def list_datasets(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Dataset>
def list_datasets(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Dataset>

Lists Datasets in a Location.

Overloads 
def list_datasets(request, options = nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Dataset>
Pass arguments to list_datasets via a request object, either of type ListDatasetsRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::ListDatasetsRequest, ::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_datasets(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) -> ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Dataset>
Pass arguments to list_datasets 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
  • parent (::String) — Required. The name of the Dataset's parent resource. Format: projects/{project}/locations/{location}
  • filter (::String) —

    An expression for filtering the results of the request. For field names both snake_case and camelCase are supported.

    • display_name: supports = and !=
    • metadata_schema_uri: supports = and !=
    • labels supports general map functions that is:
      • labels.key=value - key:value equality
      • `labels.key:* or labels:key - key existence
      • A key including a space must be quoted. labels."a key".

    Some examples:

    • displayName="myDisplayName"
    • labels.myKey="myValue"
  • page_size (::Integer) — The standard list page size.
  • page_token (::String) — The standard list page token.
  • read_mask (::Google::Protobuf::FieldMask, ::Hash) — Mask specifying which fields to read.
  • order_by (::String) —

    A comma-separated list of fields to order by, sorted in ascending order. Use "desc" after a field name for descending. Supported fields:

    • display_name
    • create_time
    • update_time
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

# Call the list_datasets method.
result = client.list_datasets 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::Dataset.
  p response
end

#operations_client

def operations_client() -> ::Google::Cloud::AIPlatform::V1::DatasetService::Operations

Get the associated client for long-running operations.

Returns

#update_dataset

def update_dataset(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Dataset
def update_dataset(dataset: nil, update_mask: nil) -> ::Google::Cloud::AIPlatform::V1::Dataset

Updates a Dataset.

Overloads 
def update_dataset(request, options = nil) -> ::Google::Cloud::AIPlatform::V1::Dataset
Pass arguments to update_dataset via a request object, either of type UpdateDatasetRequest or an equivalent Hash.
Parameters
  • request (::Google::Cloud::AIPlatform::V1::UpdateDatasetRequest, ::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_dataset(dataset: nil, update_mask: nil) -> ::Google::Cloud::AIPlatform::V1::Dataset
Pass arguments to update_dataset 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
Yields
  • (response, operation) — Access the result along with the RPC operation
Yield Parameters
Returns
Raises
  • (::Google::Cloud::Error) — if the RPC is aborted.
Example

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::DatasetService::Client.new

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

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

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