Class NotebookServiceClient

API v1beta1 service for Cloud AI Platform Notebooks.

Inheritance

builtins.object > NotebookServiceClient

Properties

transport

Returns the transport used by the client instance.

Returns
TypeDescription
NotebookServiceTransportThe transport used by the client instance.

Methods

__exit__

__exit__(type, value, traceback)

Releases underlying transport's resources.

.. warning:: ONLY use as a context manager if the transport is NOT shared with other clients! Exiting the with block will CLOSE the transport and may cause errors in other clients!

common_billing_account_path

common_billing_account_path(billing_account: str)

Returns a fully-qualified billing_account string.

Parameter
NameDescription
billing_account str

common_folder_path

common_folder_path(folder: str)

Returns a fully-qualified folder string.

Parameter
NameDescription
folder str

common_location_path

common_location_path(project: str, location: str)

Returns a fully-qualified location string.

Parameters
NameDescription
project str
location str

common_organization_path

common_organization_path(organization: str)

Returns a fully-qualified organization string.

Parameter
NameDescription
organization str

common_project_path

common_project_path(project: str)

Returns a fully-qualified project string.

Parameter
NameDescription
project str

create_environment

create_environment(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.CreateEnvironmentRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Creates a new Environment.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.CreateEnvironmentRequest, dict]

The request object. Request for creating a notebook environment.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Environment Definition of a software environment that is used to start a notebook instance.

create_instance

create_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.CreateInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Creates a new Instance in a given project and location.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.CreateInstanceRequest, dict]

The request object. Request for creating a notebook instance.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

delete_environment

delete_environment(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.DeleteEnvironmentRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Deletes a single Environment.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.DeleteEnvironmentRequest, dict]

The request object. Request for deleting a notebook environment.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be `google.protobuf.empty_pb2.Empty` A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. A typical example is to use it as the request or the response type of an API method. For instance: service Foo { rpc Bar(google.protobuf.Empty) returns (google.protobuf.Empty); } The JSON representation for Empty is empty JSON object {}.

delete_instance

delete_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.DeleteInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Deletes a single Instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.DeleteInstanceRequest, dict]

The request object. Request for deleting a notebook instance.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be `google.protobuf.empty_pb2.Empty` A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. A typical example is to use it as the request or the response type of an API method. For instance: service Foo { rpc Bar(google.protobuf.Empty) returns (google.protobuf.Empty); } The JSON representation for Empty is empty JSON object {}.

environment_path

environment_path(project: str, environment: str)

Returns a fully-qualified environment string.

Parameters
NameDescription
project str
environment str

from_service_account_file

from_service_account_file(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameters
NameDescription
filename str

The path to the service account private key json file.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
NotebookServiceClientThe constructed client.

from_service_account_info

from_service_account_info(info: dict, *args, **kwargs)

Creates an instance of this client using the provided credentials info.

Parameters
NameDescription
info dict

The service account private key info.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
NotebookServiceClientThe constructed client.

from_service_account_json

from_service_account_json(filename: str, *args, **kwargs)

Creates an instance of this client using the provided credentials file.

Parameters
NameDescription
filename str

The path to the service account private key json file.

args

Additional arguments to pass to the constructor.

kwargs

Additional arguments to pass to the constructor.

Returns
TypeDescription
NotebookServiceClientThe constructed client.

get_environment

get_environment(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.GetEnvironmentRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Gets details of a single Environment.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.GetEnvironmentRequest, dict]

The request object. Request for getting a notebook environment.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.notebooks_v1beta1.types.EnvironmentDefinition of a software environment that is used to start a notebook instance.

get_instance

get_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.GetInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Gets details of a single Instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.GetInstanceRequest, dict]

The request object. Request for getting a notebook instance.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.notebooks_v1beta1.types.InstanceThe definition of a notebook instance.

instance_path

instance_path(project: str, instance: str)

Returns a fully-qualified instance string.

Parameters
NameDescription
project str
instance str

is_instance_upgradeable

is_instance_upgradeable(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.IsInstanceUpgradeableRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Check if a notebook instance is upgradable.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.IsInstanceUpgradeableRequest, dict]

The request object. Request for checking if a notebook instance is upgradeable.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.notebooks_v1beta1.types.IsInstanceUpgradeableResponseResponse for checking if a notebook instance is upgradeable.

list_environments

list_environments(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.ListEnvironmentsRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Lists environments in a project.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.ListEnvironmentsRequest, dict]

The request object. Request for listing environments.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.notebooks_v1beta1.services.notebook_service.pagers.ListEnvironmentsPagerResponse for listing environments. Iterating over this object will yield results and resolve additional pages automatically.

list_instances

list_instances(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.ListInstancesRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Lists instances in a given project and location.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.ListInstancesRequest, dict]

The request object. Request for listing notebook instances.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.cloud.notebooks_v1beta1.services.notebook_service.pagers.ListInstancesPagerResponse for listing notebook instances. Iterating over this object will yield results and resolve additional pages automatically.

parse_common_billing_account_path

parse_common_billing_account_path(path: str)

Parse a billing_account path into its component segments.

Parameter
NameDescription
path str

parse_common_folder_path

parse_common_folder_path(path: str)

Parse a folder path into its component segments.

Parameter
NameDescription
path str

parse_common_location_path

parse_common_location_path(path: str)

Parse a location path into its component segments.

Parameter
NameDescription
path str

parse_common_organization_path

parse_common_organization_path(path: str)

Parse a organization path into its component segments.

Parameter
NameDescription
path str

parse_common_project_path

parse_common_project_path(path: str)

Parse a project path into its component segments.

Parameter
NameDescription
path str

parse_environment_path

parse_environment_path(path: str)

Parses a environment path into its component segments.

Parameter
NameDescription
path str

parse_instance_path

parse_instance_path(path: str)

Parses a instance path into its component segments.

Parameter
NameDescription
path str

register_instance

register_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.RegisterInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Registers an existing legacy notebook instance to the Notebooks API server. Legacy instances are instances created with the legacy Compute Engine calls. They are not manageable by the Notebooks API out of the box. This call makes these instances manageable by the Notebooks API.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.RegisterInstanceRequest, dict]

The request object. Request for registering a notebook instance.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

report_instance_info

report_instance_info(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.ReportInstanceInfoRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Allows notebook instances to report their latest instance information to the Notebooks API server. The server will merge the reported information to the instance metadata store. Do not use this method directly.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.ReportInstanceInfoRequest, dict]

The request object. Request for notebook instances to report information to Notebooks API.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

reset_instance

reset_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.ResetInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Resets a notebook instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.ResetInstanceRequest, dict]

The request object. Request for reseting a notebook instance

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

set_instance_accelerator

set_instance_accelerator(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.SetInstanceAcceleratorRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Updates the guest accelerators of a single Instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.SetInstanceAcceleratorRequest, dict]

The request object. Request for setting instance accelerator.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

set_instance_labels

set_instance_labels(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.SetInstanceLabelsRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Updates the labels of an Instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.SetInstanceLabelsRequest, dict]

The request object. Request for setting instance labels.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

set_instance_machine_type

set_instance_machine_type(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.SetInstanceMachineTypeRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Updates the machine type of a single Instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.SetInstanceMachineTypeRequest, dict]

The request object. Request for setting instance machine type.

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

start_instance

start_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.StartInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Starts a notebook instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.StartInstanceRequest, dict]

The request object. Request for starting a notebook instance

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

stop_instance

stop_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.StopInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Stops a notebook instance.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.StopInstanceRequest, dict]

The request object. Request for stopping a notebook instance

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

upgrade_instance

upgrade_instance(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.UpgradeInstanceRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Upgrades a notebook instance to the latest version.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.UpgradeInstanceRequest, dict]

The request object. Request for upgrading a notebook instance

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.

upgrade_instance_internal

upgrade_instance_internal(request: Optional[Union[google.cloud.notebooks_v1beta1.types.service.UpgradeInstanceInternalRequest, dict]] = None, *, retry: Union[google.api_core.retry.Retry, object] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())

Allows notebook instances to call this endpoint to upgrade themselves. Do not use this method directly.

Parameters
NameDescription
request Union[google.cloud.notebooks_v1beta1.types.UpgradeInstanceInternalRequest, dict]

The request object. Request for upgrading a notebook instance from within the VM

retry google.api_core.retry.Retry

Designation of what errors, if any, should be retried.

timeout float

The timeout for this request.

metadata Sequence[Tuple[str, str]]

Strings which should be sent along with the request as metadata.

Returns
TypeDescription
google.api_core.operation.OperationAn object representing a long-running operation. The result type for the operation will be Instance The definition of a notebook instance.