Package google.cloud.notebooks.v1

Index

ManagedNotebookService

API v1 service for Managed Notebooks.

CreateRuntime

rpc CreateRuntime(CreateRuntimeRequest) returns (Operation)

Creates a new Runtime in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
DeleteRuntime

rpc DeleteRuntime(DeleteRuntimeRequest) returns (Operation)

Deletes a single Runtime.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
GetRuntime

rpc GetRuntime(GetRuntimeRequest) returns (Runtime)

Gets details of a single Runtime. The location must be a regional endpoint rather than zonal.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ListRuntimes

rpc ListRuntimes(ListRuntimesRequest) returns (ListRuntimesResponse)

Lists Runtimes in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
MigrateRuntime

rpc MigrateRuntime(MigrateRuntimeRequest) returns (Operation)

Migrate an existing Runtime to a new Workbench Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ReportRuntimeEvent

rpc ReportRuntimeEvent(ReportRuntimeEventRequest) returns (Operation)

Reports and processes a runtime event.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ResetRuntime

rpc ResetRuntime(ResetRuntimeRequest) returns (Operation)

Resets a Managed Notebook Runtime.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
StartRuntime

rpc StartRuntime(StartRuntimeRequest) returns (Operation)

Starts a Managed Notebook Runtime. Perform "Start" on GPU instances; "Resume" on CPU instances See: https://cloud.google.com/compute/docs/instances/stop-start-instance https://cloud.google.com/compute/docs/instances/suspend-resume-instance

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
StopRuntime

rpc StopRuntime(StopRuntimeRequest) returns (Operation)

Stops a Managed Notebook Runtime. Perform "Stop" on GPU instances; "Suspend" on CPU instances See: https://cloud.google.com/compute/docs/instances/stop-start-instance https://cloud.google.com/compute/docs/instances/suspend-resume-instance

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
SwitchRuntime

rpc SwitchRuntime(SwitchRuntimeRequest) returns (Operation)

Switch a Managed Notebook Runtime.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
UpdateRuntime

rpc UpdateRuntime(UpdateRuntimeRequest) returns (Operation)

Update Notebook Runtime configuration.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.

NotebookService

API v1 service for Cloud AI Platform Notebooks.

CreateEnvironment

rpc CreateEnvironment(CreateEnvironmentRequest) returns (Operation)

Creates a new Environment.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
CreateExecution

rpc CreateExecution(CreateExecutionRequest) returns (Operation)

Creates a new Execution in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
CreateInstance

rpc CreateInstance(CreateInstanceRequest) returns (Operation)

Creates a new Instance in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
CreateSchedule

rpc CreateSchedule(CreateScheduleRequest) returns (Operation)

Creates a new Scheduled Notebook in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
DeleteEnvironment

rpc DeleteEnvironment(DeleteEnvironmentRequest) returns (Operation)

Deletes a single Environment.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
DeleteExecution

rpc DeleteExecution(DeleteExecutionRequest) returns (Operation)

Deletes execution

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
DeleteInstance

rpc DeleteInstance(DeleteInstanceRequest) returns (Operation)

Deletes a single Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
DeleteSchedule

rpc DeleteSchedule(DeleteScheduleRequest) returns (Operation)

Deletes schedule and all underlying jobs

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
DiagnoseInstance

rpc DiagnoseInstance(DiagnoseInstanceRequest) returns (Operation)

Creates a Diagnostic File and runs Diagnostic Tool given an Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
GetEnvironment

rpc GetEnvironment(GetEnvironmentRequest) returns (Environment)

Gets details of a single Environment.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
GetExecution

rpc GetExecution(GetExecutionRequest) returns (Execution)

Gets details of executions

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
GetInstance

rpc GetInstance(GetInstanceRequest) returns (Instance)

Gets details of a single Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
GetInstanceHealth

rpc GetInstanceHealth(GetInstanceHealthRequest) returns (GetInstanceHealthResponse)

Checks whether a notebook instance is healthy.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
GetSchedule

rpc GetSchedule(GetScheduleRequest) returns (Schedule)

Gets details of schedule

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
IsInstanceUpgradeable

rpc IsInstanceUpgradeable(IsInstanceUpgradeableRequest) returns (IsInstanceUpgradeableResponse)

Checks whether a notebook instance is upgradable.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ListEnvironments

rpc ListEnvironments(ListEnvironmentsRequest) returns (ListEnvironmentsResponse)

Lists environments in a project.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ListExecutions

rpc ListExecutions(ListExecutionsRequest) returns (ListExecutionsResponse)

Lists executions in a given project and location

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ListInstances

rpc ListInstances(ListInstancesRequest) returns (ListInstancesResponse)

Lists instances in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ListSchedules

rpc ListSchedules(ListSchedulesRequest) returns (ListSchedulesResponse)

Lists schedules in a given project and location.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
MigrateInstance

rpc MigrateInstance(MigrateInstanceRequest) returns (Operation)

Migrates an existing User-Managed Notebook to Workbench Instances.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
RegisterInstance

rpc RegisterInstance(RegisterInstanceRequest) returns (Operation)

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.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ReportInstanceInfo

rpc ReportInstanceInfo(ReportInstanceInfoRequest) returns (Operation)

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.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
ResetInstance

rpc ResetInstance(ResetInstanceRequest) returns (Operation)

Resets a notebook instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
RollbackInstance

rpc RollbackInstance(RollbackInstanceRequest) returns (Operation)

Rollbacks a notebook instance to the previous version.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
SetInstanceAccelerator

rpc SetInstanceAccelerator(SetInstanceAcceleratorRequest) returns (Operation)

Updates the guest accelerators of a single Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
SetInstanceLabels

rpc SetInstanceLabels(SetInstanceLabelsRequest) returns (Operation)

Replaces all the labels of an Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
SetInstanceMachineType

rpc SetInstanceMachineType(SetInstanceMachineTypeRequest) returns (Operation)

Updates the machine type of a single Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
StartInstance

rpc StartInstance(StartInstanceRequest) returns (Operation)

Starts a notebook instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
StopInstance

rpc StopInstance(StopInstanceRequest) returns (Operation)

Stops a notebook instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
UpdateInstanceConfig

rpc UpdateInstanceConfig(UpdateInstanceConfigRequest) returns (Operation)

Update Notebook Instance configurations.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
UpdateInstanceMetadataItems

rpc UpdateInstanceMetadataItems(UpdateInstanceMetadataItemsRequest) returns (UpdateInstanceMetadataItemsResponse)

Add/update metadata items for an instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
UpdateShieldedInstanceConfig

rpc UpdateShieldedInstanceConfig(UpdateShieldedInstanceConfigRequest) returns (Operation)

Updates the Shielded instance configuration of a single Instance.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.
UpgradeInstance

rpc UpgradeInstance(UpgradeInstanceRequest) returns (Operation)

Upgrades a notebook instance to the latest version.

Authorization scopes

Requires the following OAuth scope:

  • https://www.googleapis.com/auth/cloud-platform

For more information, see the Authentication Overview.

ContainerImage

Definition of a container image for starting a notebook instance with the environment installed in a container.

Fields
repository

string

Required. The path to the container image repository. For example: gcr.io/{project_id}/{image_name}
tag

string

The tag of the container image. If not specified, this defaults to the latest tag.

CreateEnvironmentRequest

Request for creating a notebook environment.

Fields
parent

string

Required. Format: projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.environments.create
environment_id

string

Required. User-defined unique ID of this environment. The environment_id must be 1 to 63 characters long and contain only lowercase letters, numeric characters, and dashes. The first character must be a lowercase letter and the last character cannot be a dash.
environment

Environment

Required. The environment to be created.

CreateExecutionRequest

Request to create notebook execution

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.executions.create
execution_id

string

Required. User-defined unique ID of this execution.
execution

Execution

Required. The execution to be created.

CreateInstanceRequest

Request for creating a notebook instance.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.instances.create
instance_id

string

Required. User-defined unique ID of this instance.
instance

Instance

Required. The instance to be created.

CreateRuntimeRequest

Request for creating a Managed Notebook Runtime.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.runtimes.create
runtime_id

string

Required. User-defined unique ID of this Runtime.
runtime

Runtime

Required. The Runtime to be created.
request_id

string

Idempotent request UUID.

CreateScheduleRequest

Request for created scheduled notebooks

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.schedules.create
schedule_id

string

Required. User-defined unique ID of this schedule.
schedule

Schedule

Required. The schedule to be created.

DeleteEnvironmentRequest

Request for deleting a notebook environment.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/environments/{environment_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.environments.delete

DeleteExecutionRequest

Request for deleting a scheduled notebook execution

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/executions/{execution_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.executions.delete

DeleteInstanceRequest

Request for deleting a notebook instance.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.delete

DeleteRuntimeRequest

Request for deleting a Managed Notebook Runtime.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.runtimes.delete
request_id

string

Idempotent request UUID.

DeleteScheduleRequest

Request for deleting an Schedule

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/schedules/{schedule_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.schedules.delete

DiagnoseInstanceRequest

Request for creating a notebook instance diagnostic file.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}
diagnostic_config

DiagnosticConfig

Required. Defines flags that are used to run the diagnostic tool
timeout_minutes

int32

Optional. Maxmium amount of time in minutes before the operation times out.

DiagnosticConfig

Defines flags that are used to run the diagnostic tool

Fields
gcs_bucket

string

Required. User Cloud Storage bucket location (REQUIRED). Must be formatted with path prefix (gs://$GCS_BUCKET).

Permissions: User Managed Notebooks: - storage.buckets.writer: Must be given to the project's service account attached to VM. Google Managed Notebooks: - storage.buckets.writer: Must be given to the project's service account or user credentials attached to VM depending on authentication mode.

Cloud Storage bucket Log file will be written to gs://$GCS_BUCKET/$RELATIVE_PATH/$VM_DATE_$TIME.tar.gz
relative_path

string

Optional. Defines the relative storage path in the Cloud Storage bucket where the diagnostic logs will be written: Default path will be the root directory of the Cloud Storage bucket (gs://$GCS_BUCKET/$DATE_$TIME.tar.gz) Example of full path where Log file will be written: gs://$GCS_BUCKET/$RELATIVE_PATH/
repair_flag_enabled

bool

Optional. Enables flag to repair service for instance
packet_capture_flag_enabled

bool

Optional. Enables flag to capture packets from the instance for 30 seconds
copy_home_files_flag_enabled

bool

Optional. Enables flag to copy all /home/jupyter folder contents

EncryptionConfig

Represents a custom encryption key configuration that can be applied to a resource. This will encrypt all disks in Virtual Machine.

Fields
kms_key

string

The Cloud KMS resource identifier of the customer-managed encryption key used to protect a resource, such as a disks. It has the following format: projects/{PROJECT_ID}/locations/{REGION}/keyRings/{KEY_RING_NAME}/cryptoKeys/{KEY_NAME}

Environment

Definition of a software environment that is used to start a notebook instance.

Fields
name

string

Output only. Name of this environment. Format: projects/{project_id}/locations/{location}/environments/{environment_id}
display_name

string

Display name of this environment for the UI.
description

string

A brief description of this environment.
post_startup_script

string

Path to a Bash script that automatically runs after a notebook instance fully boots up. The path must be a URL or Cloud Storage path. Example: "gs://path-to-file/file-name"
create_time

Timestamp

Output only. The time at which this environment was created.
Union field image_type. Type of the environment; can be one of VM image, or container image. image_type can be only one of the following:
vm_image

VmImage

Use a Compute Engine VM image to start the notebook instance.
container_image

ContainerImage

Use a container image to start the notebook instance.

Event

The definition of an Event for a managed / semi-managed notebook instance.

Fields
report_time

Timestamp

Event report time.
type

EventType

Event type.
details

map<string, string>

Optional. Event details. This field is used to pass event information.

EventType

The definition of the event types.

Enums
EVENT_TYPE_UNSPECIFIED Event is not specified.
IDLE The instance / runtime is idle
HEARTBEAT The instance / runtime is available. This event indicates that instance / runtime underlying compute is operational.
HEALTH The instance / runtime health is available. This event indicates that instance / runtime health information.
MAINTENANCE The instance / runtime is available. This event allows instance / runtime to send Host maintenance information to Control Plane. https://cloud.google.com/compute/docs/gpus/gpu-host-maintenance

Execution

The definition of a single executed notebook.

Fields
execution_template

ExecutionTemplate

execute metadata including name, hardware spec, region, labels, etc.
name

string

Output only. The resource name of the execute. Format: projects/{project_id}/locations/{location}/executions/{execution_id}
display_name

string

Output only. Name used for UI purposes. Name can only contain alphanumeric characters and underscores '_'.
description

string

A brief description of this execution.
create_time

Timestamp

Output only. Time the Execution was instantiated.
update_time

Timestamp

Output only. Time the Execution was last updated.
state

State

Output only. State of the underlying AI Platform job.
output_notebook_file

string

Output notebook file generated by this execution
job_uri

string

Output only. The URI of the external job used to execute the notebook.

State

Enum description of the state of the underlying AIP job.

Enums
STATE_UNSPECIFIED The job state is unspecified.
QUEUED The job has been just created and processing has not yet begun.
PREPARING The service is preparing to execution the job.
RUNNING The job is in progress.
SUCCEEDED The job completed successfully.
FAILED The job failed. error_message should contain the details of the failure.
CANCELLING The job is being cancelled. error_message should describe the reason for the cancellation.
CANCELLED The job has been cancelled. error_message should describe the reason for the cancellation.
EXPIRED The job has become expired (relevant to Vertex AI jobs) https://cloud.google.com/vertex-ai/docs/reference/rest/v1/JobState
INITIALIZING The Execution is being created.

ExecutionTemplate

The description a notebook execution workload.

Fields
scale_tier
(deprecated)

ScaleTier

Required. Scale tier of the hardware used for notebook execution. DEPRECATED Will be discontinued. As right now only CUSTOM is supported.
master_type

string

Specifies the type of virtual machine to use for your training job's master worker. You must specify this field when scaleTier is set to CUSTOM.

You can use certain Compute Engine machine types directly in this field. The following types are supported:

  • n1-standard-4
  • n1-standard-8
  • n1-standard-16
  • n1-standard-32
  • n1-standard-64
  • n1-standard-96
  • n1-highmem-2
  • n1-highmem-4
  • n1-highmem-8
  • n1-highmem-16
  • n1-highmem-32
  • n1-highmem-64
  • n1-highmem-96
  • n1-highcpu-16
  • n1-highcpu-32
  • n1-highcpu-64
  • n1-highcpu-96

Alternatively, you can use the following legacy machine types:

  • standard
  • large_model
  • complex_model_s
  • complex_model_m
  • complex_model_l
  • standard_gpu
  • complex_model_m_gpu
  • complex_model_l_gpu
  • standard_p100
  • complex_model_m_p100
  • standard_v100
  • large_model_v100
  • complex_model_m_v100
  • complex_model_l_v100

Finally, if you want to use a TPU for training, specify cloud_tpu in this field. Learn more about the special configuration options for training with TPU.
accelerator_config

SchedulerAcceleratorConfig

Configuration (count and accelerator type) for hardware running notebook execution.
labels

map<string, string>

Labels for execution. If execution is scheduled, a field included will be 'nbs-scheduled'. Otherwise, it is an immediate execution, and an included field will be 'nbs-immediate'. Use fields to efficiently index between various types of executions.
input_notebook_file

string

Path to the notebook file to execute. Must be in a Google Cloud Storage bucket. Format: gs://{bucket_name}/{folder}/{notebook_file_name} Ex: gs://notebook_user/scheduled_notebooks/sentiment_notebook.ipynb
container_image_uri

string

Container Image URI to a DLVM Example: 'gcr.io/deeplearning-platform-release/base-cu100' More examples can be found at: https://cloud.google.com/ai-platform/deep-learning-containers/docs/choosing-container
output_notebook_folder

string

Path to the notebook folder to write to. Must be in a Google Cloud Storage bucket path. Format: gs://{bucket_name}/{folder} Ex: gs://notebook_user/scheduled_notebooks
params_yaml_file

string

Parameters to be overridden in the notebook during execution. Ref https://papermill.readthedocs.io/en/latest/usage-parameterize.html on how to specifying parameters in the input notebook and pass them here in an YAML file. Ex: gs://notebook_user/scheduled_notebooks/sentiment_notebook_params.yaml
parameters

string

Parameters used within the 'input_notebook_file' notebook.
service_account

string

The email address of a service account to use when running the execution. You must have the iam.serviceAccounts.actAs permission for the specified service account.
job_type

JobType

The type of Job to be used on this execution.
kernel_spec

string

Name of the kernel spec to use. This must be specified if the kernel spec name on the execution target does not match the name in the input notebook file.
tensorboard

string

The name of a Vertex AI [Tensorboard] resource to which this execution will upload Tensorboard logs. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}
Union field job_parameters. Parameters for an execution type. NOTE: There are currently no extra parameters for VertexAI jobs. job_parameters can be only one of the following:
dataproc_parameters

DataprocParameters

Parameters used in Dataproc JobType executions.
vertex_ai_parameters

VertexAIParameters

Parameters used in Vertex AI JobType executions.

DataprocParameters

Parameters used in Dataproc JobType executions.

Fields
cluster

string

URI for cluster used to run Dataproc execution. Format: projects/{PROJECT_ID}/regions/{REGION}/clusters/{CLUSTER_NAME}

JobType

The backend used for this execution.

Enums
JOB_TYPE_UNSPECIFIED No type specified.
VERTEX_AI Custom Job in aiplatform.googleapis.com. Default value for an execution.
DATAPROC Run execution on a cluster with Dataproc as a job. https://cloud.google.com/dataproc/docs/reference/rest/v1/projects.regions.jobs

ScaleTier

Required. Specifies the machine types, the number of replicas for workers and parameter servers.

Enums
SCALE_TIER_UNSPECIFIED Unspecified Scale Tier.
BASIC A single worker instance. This tier is suitable for learning how to use Cloud ML, and for experimenting with new models using small datasets.
STANDARD_1 Many workers and a few parameter servers.
PREMIUM_1 A large number of workers with many parameter servers.
BASIC_GPU A single worker instance with a K80 GPU.
BASIC_TPU A single worker instance with a Cloud TPU.
CUSTOM

The CUSTOM tier is not a set tier, but rather enables you to use your own cluster specification. When you use this tier, set values to configure your processing cluster according to these guidelines:

  • You must set ExecutionTemplate.masterType to specify the type of machine to use for your master node. This is the only required setting.

SchedulerAcceleratorConfig

Definition of a hardware accelerator. Note that not all combinations of type and core_count are valid. See GPUs on Compute Engine to find a valid combination. TPUs are not supported.

Fields
type

SchedulerAcceleratorType

Type of this accelerator.
core_count

int64

Count of cores of this accelerator.

SchedulerAcceleratorType

Hardware accelerator types for AI Platform Training jobs.

Enums
SCHEDULER_ACCELERATOR_TYPE_UNSPECIFIED Unspecified accelerator type. Default to no GPU.
NVIDIA_TESLA_K80 Nvidia Tesla K80 GPU.
NVIDIA_TESLA_P100 Nvidia Tesla P100 GPU.
NVIDIA_TESLA_V100 Nvidia Tesla V100 GPU.
NVIDIA_TESLA_P4 Nvidia Tesla P4 GPU.
NVIDIA_TESLA_T4 Nvidia Tesla T4 GPU.
NVIDIA_TESLA_A100 Nvidia Tesla A100 GPU.
TPU_V2 TPU v2.
TPU_V3 TPU v3.

VertexAIParameters

Parameters used in Vertex AI JobType executions.

Fields
network

string

The full name of the Compute Engine network to which the Job should be peered. For example, projects/12345/global/networks/myVPC. Format is of the form projects/{project}/global/networks/{network}. Where {project} is a project number, as in 12345, and {network} is a network name.

Private services access must already be configured for the network. If left unspecified, the job is not peered with any network.
env

map<string, string>

Environment variables. At most 100 environment variables can be specified and unique. Example: GCP_BUCKET=gs://my-bucket/samples/

GetEnvironmentRequest

Request for getting a notebook environment.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/environments/{environment_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.environments.get

GetExecutionRequest

Request for getting scheduled notebook execution

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/executions/{execution_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.executions.get

GetInstanceHealthRequest

Request for checking if a notebook instance is healthy.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.getHealth

GetInstanceHealthResponse

Response for checking if a notebook instance is healthy.

Fields
health_state

HealthState

Output only. Runtime health_state.
health_info

map<string, string>

Output only. Additional information about instance health. Example: healthInfo": { "docker_proxy_agent_status": "1", "docker_status": "1", "jupyterlab_api_status": "-1", "jupyterlab_status": "-1", "updated": "2020-10-18 09:40:03.573409" }

HealthState

If an instance is healthy or not.

Enums
HEALTH_STATE_UNSPECIFIED The instance substate is unknown.
HEALTHY The instance is known to be in an healthy state (for example, critical daemons are running) Applies to ACTIVE state.
UNHEALTHY The instance is known to be in an unhealthy state (for example, critical daemons are not running) Applies to ACTIVE state.
AGENT_NOT_INSTALLED The instance has not installed health monitoring agent. Applies to ACTIVE state.
AGENT_NOT_RUNNING The instance health monitoring agent is not running. Applies to ACTIVE state.

GetInstanceRequest

Request for getting a notebook instance.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.get

GetRuntimeRequest

Request for getting a Managed Notebook Runtime.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.runtimes.get

GetScheduleRequest

Request for getting scheduled notebook.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/schedules/{schedule_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.schedules.get

Instance

The definition of a notebook instance.

Fields
name

string

Output only. The name of this notebook instance. Format: projects/{project_id}/locations/{location}/instances/{instance_id}
post_startup_script

string

Path to a Bash script that automatically runs after a notebook instance fully boots up. The path must be a URL or Cloud Storage path (gs://path-to-file/file-name).
proxy_uri

string

Output only. The proxy endpoint that is used to access the Jupyter notebook.
instance_owners[]

string

Input only. The owner of this instance after creation. Format: alias@example.com

Currently supports one owner only. If not specified, all of the service account users of your VM instance's service account can use the instance.
service_account

string

The service account on this instance, giving access to other Google Cloud services. You can use any service account within the same project, but you must have the service account user permission to use the instance.

If not specified, the Compute Engine default service account is used.
service_account_scopes[]

string

Optional. The URIs of service account scopes to be included in Compute Engine instances.

If not specified, the following scopes are defined: - https://www.googleapis.com/auth/cloud-platform - https://www.googleapis.com/auth/userinfo.email If not using default scopes, you need at least: https://www.googleapis.com/auth/compute
machine_type

string

Required. The Compute Engine machine type of this instance.
accelerator_config

AcceleratorConfig

The hardware accelerator used on this instance. If you use accelerators, make sure that your configuration has enough vCPUs and memory to support the machine_type you have selected.
state

State

Output only. The state of this instance.
install_gpu_driver

bool

Whether the end user authorizes Google Cloud to install GPU driver on this instance. If this field is empty or set to false, the GPU driver won't be installed. Only applicable to instances with GPUs.
custom_gpu_driver_path

string

Specify a custom Cloud Storage path where the GPU driver is stored. If not specified, we'll automatically choose from official GPU drivers.
boot_disk_type

DiskType

Input only. The type of the boot disk attached to this instance, defaults to standard persistent disk (PD_STANDARD).
boot_disk_size_gb

int64

Input only. The size of the boot disk in GB attached to this instance, up to a maximum of 64000 GB (64 TB). The minimum recommended value is 100 GB. If not specified, this defaults to 100.
data_disk_type

DiskType

Input only. The type of the data disk attached to this instance, defaults to standard persistent disk (PD_STANDARD).
data_disk_size_gb

int64

Input only. The size of the data disk in GB attached to this instance, up to a maximum of 64000 GB (64 TB). You can choose the size of the data disk based on how big your notebooks and data are. If not specified, this defaults to 100.
no_remove_data_disk

bool

Input only. If true, the data disk will not be auto deleted when deleting the instance.
disk_encryption

DiskEncryption

Input only. Disk encryption method used on the boot and data disks, defaults to GMEK.
kms_key

string

Input only. The KMS key used to encrypt the disks, only applicable if disk_encryption is CMEK. Format: projects/{project_id}/locations/{location}/keyRings/{key_ring_id}/cryptoKeys/{key_id}

Learn more about using your own encryption keys.
disks[]

Disk

Output only. Attached disks to notebook instance.
shielded_instance_config

ShieldedInstanceConfig

Optional. Shielded VM configuration. Images using supported Shielded VM features.
no_public_ip

bool

If true, no external IP will be assigned to this instance.
no_proxy_access

bool

If true, the notebook instance will not register with the proxy.
network

string

The name of the VPC that this instance is in. Format: projects/{project_id}/global/networks/{network_id}
subnet

string

The name of the subnet that this instance is in. Format: projects/{project_id}/regions/{region}/subnetworks/{subnetwork_id}
labels

map<string, string>

Labels to apply to this instance. These can be later modified by the setLabels method.
metadata

map<string, string>

Custom metadata to apply to this instance. For example, to specify a Cloud Storage bucket for automatic backup, you can use the gcs-data-bucket metadata tag. Format: "--metadata=gcs-data-bucket=BUCKET".
tags[]

string

Optional. The Compute Engine tags to add to runtime (see Tagging instances).
upgrade_history[]

UpgradeHistoryEntry

The upgrade history of this instance.
nic_type

NicType

Optional. The type of vNIC to be used on this interface. This may be gVNIC or VirtioNet.
reservation_affinity

ReservationAffinity

Optional. The optional reservation affinity. Setting this field will apply the specified Zonal Compute Reservation to this notebook instance.
creator

string

Output only. Email address of entity that sent original CreateInstance request.
can_ip_forward

bool

Optional. Flag to enable ip forwarding or not, default false/off. https://cloud.google.com/vpc/docs/using-routes#canipforward
create_time

Timestamp

Output only. Instance creation time.
update_time

Timestamp

Output only. Instance update time.
instance_migration_eligibility

InstanceMigrationEligibility

Output only. Checks how feasible a migration from UmN to WbI is.
Union field environment. Type of the environment; can be one of VM image, or container image. environment can be only one of the following:
vm_image

VmImage

Use a Compute Engine VM image to start the notebook instance.
container_image

ContainerImage

Use a container image to start the notebook instance.
migrated

bool

Output only. Bool indicating whether this notebook has been migrated to a Workbench Instance

AcceleratorConfig

Definition of a hardware accelerator. Note that not all combinations of type and core_count are valid. See GPUs on Compute Engine to find a valid combination. TPUs are not supported.

Fields
type

AcceleratorType

Type of this accelerator.
core_count

int64

Count of cores of this accelerator.

AcceleratorType

Definition of the types of hardware accelerators that can be used on this instance.

Enums
ACCELERATOR_TYPE_UNSPECIFIED Accelerator type is not specified.
NVIDIA_TESLA_K80 Accelerator type is Nvidia Tesla K80.
NVIDIA_TESLA_P100 Accelerator type is Nvidia Tesla P100.
NVIDIA_TESLA_V100 Accelerator type is Nvidia Tesla V100.
NVIDIA_TESLA_P4 Accelerator type is Nvidia Tesla P4.
NVIDIA_TESLA_T4 Accelerator type is Nvidia Tesla T4.
NVIDIA_TESLA_A100 Accelerator type is Nvidia Tesla A100.
NVIDIA_L4 Accelerator type is Nvidia Tesla L4.
NVIDIA_A100_80GB Accelerator type is Nvidia Tesla A100 80GB.
NVIDIA_TESLA_T4_VWS Accelerator type is NVIDIA Tesla T4 Virtual Workstations.
NVIDIA_TESLA_P100_VWS Accelerator type is NVIDIA Tesla P100 Virtual Workstations.
NVIDIA_TESLA_P4_VWS Accelerator type is NVIDIA Tesla P4 Virtual Workstations.
TPU_V2 (Coming soon) Accelerator type is TPU V2.
TPU_V3 (Coming soon) Accelerator type is TPU V3.

Disk

An instance-attached disk resource.

Fields
auto_delete

bool

Indicates whether the disk will be auto-deleted when the instance is deleted (but not when the disk is detached from the instance).
boot

bool

Indicates that this is a boot disk. The virtual machine will use the first partition of the disk for its root filesystem.
device_name

string

Indicates a unique device name of your choice that is reflected into the /dev/disk/by-id/google-* tree of a Linux operating system running within the instance. This name can be used to reference the device for mounting, resizing, and so on, from within the instance.

If not specified, the server chooses a default device name to apply to this disk, in the form persistent-disk-x, where x is a number assigned by Google Compute Engine.This field is only applicable for persistent disks.
disk_size_gb

int64

Indicates the size of the disk in base-2 GB.
guest_os_features[]

GuestOsFeature

Indicates a list of features to enable on the guest operating system. Applicable only for bootable images. Read Enabling guest operating system features to see a list of available options.
index

int64

A zero-based index to this disk, where 0 is reserved for the boot disk. If you have many disks attached to an instance, each disk would have a unique index number.
interface

string

Indicates the disk interface to use for attaching this disk, which is either SCSI or NVME. The default is SCSI. Persistent disks must always use SCSI and the request will fail if you attempt to attach a persistent disk in any other format than SCSI. Local SSDs can use either NVME or SCSI. For performance characteristics of SCSI over NVMe, see Local SSD performance. Valid values:

  • NVME
  • SCSI
kind

string

Type of the resource. Always compute#attachedDisk for attached disks.
licenses[]

string

A list of publicly visible licenses. Reserved for Google's use. A License represents billing and aggregate usage data for public and marketplace images.
mode

string

The mode in which to attach this disk, either READ_WRITE or READ_ONLY. If not specified, the default is to attach the disk in READ_WRITE mode. Valid values:

  • READ_ONLY
  • READ_WRITE
source

string

Indicates a valid partial or full URL to an existing Persistent Disk resource.
type

string

Indicates the type of the disk, either SCRATCH or PERSISTENT. Valid values:

  • PERSISTENT
  • SCRATCH

GuestOsFeature

Guest OS features for boot disk.

Fields
type

string

The ID of a supported feature. Read Enabling guest operating system features to see a list of available options. Valid values:

  • FEATURE_TYPE_UNSPECIFIED
  • MULTI_IP_SUBNET
  • SECURE_BOOT
  • UEFI_COMPATIBLE
  • VIRTIO_SCSI_MULTIQUEUE
  • WINDOWS

DiskEncryption

Definition of the disk encryption options.

Enums
DISK_ENCRYPTION_UNSPECIFIED Disk encryption is not specified.
GMEK Use Google managed encryption keys to encrypt the boot disk.
CMEK Use customer managed encryption keys to encrypt the boot disk.

DiskType

Possible disk types for notebook instances.

Enums
DISK_TYPE_UNSPECIFIED Disk type not set.
PD_STANDARD Standard persistent disk type.
PD_SSD SSD persistent disk type.
PD_BALANCED Balanced persistent disk type.
PD_EXTREME Extreme persistent disk type.

NicType

The type of vNIC driver. Default should be UNSPECIFIED_NIC_TYPE.

Enums
UNSPECIFIED_NIC_TYPE No type specified.
VIRTIO_NET VIRTIO
GVNIC GVNIC

ShieldedInstanceConfig

A set of Shielded Instance options. See Images using supported Shielded VM features. Not all combinations are valid.

Fields
enable_secure_boot

bool

Defines whether the instance has Secure Boot enabled.

Secure Boot helps ensure that the system only runs authentic software by verifying the digital signature of all boot components, and halting the boot process if signature verification fails. Disabled by default.
enable_vtpm

bool

Defines whether the instance has the vTPM enabled. Enabled by default.
enable_integrity_monitoring

bool

Defines whether the instance has integrity monitoring enabled.

Enables monitoring and attestation of the boot integrity of the instance. The attestation is performed against the integrity policy baseline. This baseline is initially derived from the implicitly trusted boot image when the instance is created. Enabled by default.

State

The definition of the states of this instance.

Enums
STATE_UNSPECIFIED State is not specified.
STARTING The control logic is starting the instance.
PROVISIONING The control logic is installing required frameworks and registering the instance with notebook proxy
ACTIVE The instance is running.
STOPPING The control logic is stopping the instance.
STOPPED The instance is stopped.
DELETED The instance is deleted.
UPGRADING The instance is upgrading.
INITIALIZING The instance is being created.
REGISTERING The instance is getting registered.
SUSPENDING The instance is suspending.
SUSPENDED The instance is suspended.

UpgradeHistoryEntry

The entry of VM image upgrade history.

Fields
snapshot

string

The snapshot of the boot disk of this notebook instance before upgrade.
vm_image

string

The VM image before this instance upgrade.
container_image

string

The container image before this instance upgrade.
framework

string

The framework of this notebook instance.
version

string

The version of the notebook instance before this upgrade.
state

State

The state of this instance upgrade history entry.
create_time

Timestamp

The time that this instance upgrade history entry is created.
target_image
(deprecated)

string

Target VM Image. Format: ainotebooks-vm/project/image-name/name.
action

Action

Action. Rolloback or Upgrade.
target_version

string

Target VM Version, like m63.

Action

The definition of operations of this upgrade history entry.

Enums
ACTION_UNSPECIFIED Operation is not specified.
UPGRADE Upgrade.
ROLLBACK Rollback.

State

The definition of the states of this upgrade history entry.

Enums
STATE_UNSPECIFIED State is not specified.
STARTED The instance upgrade is started.
SUCCEEDED The instance upgrade is succeeded.
FAILED The instance upgrade is failed.

InstanceConfig

Notebook instance configurations that can be updated.

Fields
notebook_upgrade_schedule

string

Cron expression in UTC timezone, used to schedule instance auto upgrade. Please follow the cron format.
enable_health_monitoring

bool

Verifies core internal services are running.

InstanceMigrationEligibility

InstanceMigrationEligibility represents the feasibility information of a migration from UmN to WbI.

Fields
warnings[]

Warning

Output only. Certain configurations will be defaulted during the migration.
errors[]

Error

Output only. Certain configurations make the UmN ineligible for an automatic migration. A manual migration is required.

Error

A migration error message means certain configurations make the UmN ineligible for an automatic migration. A manual migration is required.

Enums
ERROR_UNSPECIFIED Default type.
DATAPROC_HUB The UmN uses Dataproc Hub and cannot be migrated.

Warning

A migration warning message means certain configurations will be defaulted during the migration.

Enums
WARNING_UNSPECIFIED Default type.
UNSUPPORTED_MACHINE_TYPE The UmN uses an machine type that's unsupported in WbI. It will be migrated with the default machine type e2-standard-4. Users can change the machine type after the migration.
UNSUPPORTED_ACCELERATOR_TYPE The UmN uses an accelerator type that's unsupported in WbI. It will be migrated without an accelerator. User can attach an accelerator after the migration.
UNSUPPORTED_OS The UmN uses an operating system that's unsupported in WbI (e.g. Debian 10, Ubuntu). It will be replaced with Debian 11 in WbI.
NO_REMOVE_DATA_DISK This UmN is configured with no_remove_data_disk, which is no longer available in WbI.
GCS_BACKUP This UmN is configured with the Cloud Storage backup feature, which is no longer available in WbI.
POST_STARTUP_SCRIPT This UmN is configured with a post startup script. Please optionally provide the post_startup_script_option for the migration.

IsInstanceUpgradeableRequest

Request for checking if a notebook instance is upgradeable.

Fields
notebook_instance

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource notebookInstance:

  • notebooks.instances.checkUpgradability
type

UpgradeType

Optional. The optional UpgradeType. Setting this field will search for additional compute images to upgrade this instance.

IsInstanceUpgradeableResponse

Response for checking if a notebook instance is upgradeable.

Fields
upgradeable

bool

If an instance is upgradeable.
upgrade_version

string

The version this instance will be upgraded to if calling the upgrade endpoint. This field will only be populated if field upgradeable is true.
upgrade_info

string

Additional information about upgrade.
upgrade_image

string

The new image self link this instance will be upgraded to if calling the upgrade endpoint. This field will only be populated if field upgradeable is true.

ListEnvironmentsRequest

Request for listing environments.

Fields
parent

string

Required. Format: projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.environments.list
page_size

int32

Maximum return size of the list call.
page_token

string

A previous returned page token that can be used to continue listing from the last result.

ListEnvironmentsResponse

Response for listing environments.

Fields
environments[]

Environment

A list of returned environments.
next_page_token

string

A page token that can be used to continue listing from the last result in the next list call.
unreachable[]

string

Locations that could not be reached.

ListExecutionsRequest

Request for listing scheduled notebook executions.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.executions.list
page_size

int32

Maximum return size of the list call.
page_token

string

A previous returned page token that can be used to continue listing from the last result.
filter

string

Filter applied to resulting executions. Currently only supports filtering executions by a specified schedule_id. Format: schedule_id=<Schedule_ID>
order_by

string

Sort by field.

ListExecutionsResponse

Response for listing scheduled notebook executions

Fields
executions[]

Execution

A list of returned instances.
next_page_token

string

Page token that can be used to continue listing from the last result in the next list call.
unreachable[]

string

Executions IDs that could not be reached. For example:

['projects/{project_id}/location/{location}/executions/imagenet_test1',
 'projects/{project_id}/location/{location}/executions/classifier_train1']

ListInstancesRequest

Request for listing notebook instances.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.instances.list
page_size

int32

Maximum return size of the list call.
page_token

string

A previous returned page token that can be used to continue listing from the last result.
order_by

string

Optional. Sort results. Supported values are "name", "name desc" or "" (unsorted).
filter

string

Optional. List filter.

ListInstancesResponse

Response for listing notebook instances.

Fields
instances[]

Instance

A list of returned instances.
next_page_token

string

Page token that can be used to continue listing from the last result in the next list call.
unreachable[]

string

Locations that could not be reached. For example, ['us-west1-a', 'us-central1-b']. A ListInstancesResponse will only contain either instances or unreachables,

ListRuntimesRequest

Request for listing Managed Notebook Runtimes.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.runtimes.list
page_size

int32

Maximum return size of the list call.
page_token

string

A previous returned page token that can be used to continue listing from the last result.
order_by

string

Optional. Sort results. Supported values are "name", "name desc" or "" (unsorted).
filter

string

Optional. List filter.

ListRuntimesResponse

Response for listing Managed Notebook Runtimes.

Fields
runtimes[]

Runtime

A list of returned Runtimes.
next_page_token

string

Page token that can be used to continue listing from the last result in the next list call.
unreachable[]

string

Locations that could not be reached. For example, ['us-west1', 'us-central1']. A ListRuntimesResponse will only contain either runtimes or unreachables,

ListSchedulesRequest

Request for listing scheduled notebook job.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.schedules.list
page_size

int32

Maximum return size of the list call.
page_token

string

A previous returned page token that can be used to continue listing from the last result.
filter

string

Filter applied to resulting schedules.
order_by

string

Field to order results by.

ListSchedulesResponse

Response for listing scheduled notebook job.

Fields
schedules[]

Schedule

A list of returned instances.
next_page_token

string

Page token that can be used to continue listing from the last result in the next list call.
unreachable[]

string

Schedules that could not be reached. For example:

['projects/{project_id}/location/{location}/schedules/monthly_digest',
 'projects/{project_id}/location/{location}/schedules/weekly_sentiment']

LocalDisk

A Local attached disk resource.

Fields
auto_delete

bool

Optional. Output only. Specifies whether the disk will be auto-deleted when the instance is deleted (but not when the disk is detached from the instance).
boot

bool

Optional. Output only. Indicates that this is a boot disk. The virtual machine will use the first partition of the disk for its root filesystem.
device_name

string

Optional. Output only. Specifies a unique device name of your choice that is reflected into the /dev/disk/by-id/google-* tree of a Linux operating system running within the instance. This name can be used to reference the device for mounting, resizing, and so on, from within the instance.

If not specified, the server chooses a default device name to apply to this disk, in the form persistent-disk-x, where x is a number assigned by Google Compute Engine. This field is only applicable for persistent disks.
guest_os_features[]

RuntimeGuestOsFeature

Output only. Indicates a list of features to enable on the guest operating system. Applicable only for bootable images. Read Enabling guest operating system features to see a list of available options.
index

int32

Output only. A zero-based index to this disk, where 0 is reserved for the boot disk. If you have many disks attached to an instance, each disk would have a unique index number.
initialize_params

LocalDiskInitializeParams

Input only. Specifies the parameters for a new disk that will be created alongside the new instance. Use initialization parameters to create boot disks or local SSDs attached to the new instance.

This property is mutually exclusive with the source property; you can only define one or the other, but not both.
interface

string

Specifies the disk interface to use for attaching this disk, which is either SCSI or NVME. The default is SCSI. Persistent disks must always use SCSI and the request will fail if you attempt to attach a persistent disk in any other format than SCSI. Local SSDs can use either NVME or SCSI. For performance characteristics of SCSI over NVMe, see Local SSD performance. Valid values:

  • NVME
  • SCSI
kind

string

Output only. Type of the resource. Always compute#attachedDisk for attached disks.
licenses[]

string

Output only. Any valid publicly visible licenses.
mode

string

The mode in which to attach this disk, either READ_WRITE or READ_ONLY. If not specified, the default is to attach the disk in READ_WRITE mode. Valid values:

  • READ_ONLY
  • READ_WRITE
source

string

Specifies a valid partial or full URL to an existing Persistent Disk resource.
type

string

Specifies the type of the disk, either SCRATCH or PERSISTENT. If not specified, the default is PERSISTENT. Valid values:

  • PERSISTENT
  • SCRATCH

RuntimeGuestOsFeature

Optional. A list of features to enable on the guest operating system. Applicable only for bootable images. Read Enabling guest operating system features to see a list of available options. Guest OS features for boot disk.

Fields
type

string

The ID of a supported feature. Read Enabling guest operating system features to see a list of available options.

Valid values:

  • FEATURE_TYPE_UNSPECIFIED
  • MULTI_IP_SUBNET
  • SECURE_BOOT
  • UEFI_COMPATIBLE
  • VIRTIO_SCSI_MULTIQUEUE
  • WINDOWS

LocalDiskInitializeParams

Input only. Specifies the parameters for a new disk that will be created alongside the new instance. Use initialization parameters to create boot disks or local SSDs attached to the new runtime. This property is mutually exclusive with the source property; you can only define one or the other, but not both.

Fields
description

string

Optional. Provide this property when creating the disk.
disk_name

string

Optional. Specifies the disk name. If not specified, the default is to use the name of the instance. If the disk with the instance name exists already in the given zone/region, a new name will be automatically generated.
disk_size_gb

int64

Optional. Specifies the size of the disk in base-2 GB. If not specified, the disk will be the same size as the image (usually 10GB). If specified, the size must be equal to or larger than 10GB. Default 100 GB.
disk_type

DiskType

Input only. The type of the boot disk attached to this instance, defaults to standard persistent disk (PD_STANDARD).
labels

map<string, string>

Optional. Labels to apply to this disk. These can be later modified by the disks.setLabels method. This field is only applicable for persistent disks.

DiskType

Possible disk types.

Enums
DISK_TYPE_UNSPECIFIED Disk type not set.
PD_STANDARD Standard persistent disk type.
PD_SSD SSD persistent disk type.
PD_BALANCED Balanced persistent disk type.
PD_EXTREME Extreme persistent disk type.

MigrateInstanceRequest

Request for migrating a User-Managed Notebook to Workbench Instances.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires one or more of the following IAM permissions on the specified resource name:

  • notebooks.instances.get
  • notebooks.instances.create
post_startup_script_option

PostStartupScriptOption

Optional. Specifies the behavior of post startup script during migration.

PostStartupScriptOption

Specifies the behavior of post startup script during migration.

Enums
POST_STARTUP_SCRIPT_OPTION_UNSPECIFIED Post startup script option is not specified. Default is POST_STARTUP_SCRIPT_OPTION_SKIP.
POST_STARTUP_SCRIPT_OPTION_SKIP Not migrate the post startup script to the new Workbench Instance.
POST_STARTUP_SCRIPT_OPTION_RERUN Redownload and rerun the same post startup script as the User-Managed Notebook.

MigrateInstanceResponse

This type has no fields.

Blank message response type for MigrateInstance.

MigrateRuntimeRequest

Request for migrating a Runtime to a Workbench Instance.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires one or more of the following IAM permissions on the specified resource name:

  • notebooks.runtimes.get
  • notebooks.instances.create
network

string

Optional. Name of the VPC that the new Instance is in. This is required if the Runtime uses google-managed network. If the Runtime uses customer-owned network, it will reuse the same VPC, and this field must be empty. Format: projects/{project_id}/global/networks/{network_id}
subnet

string

Optional. Name of the subnet that the new Instance is in. This is required if the Runtime uses google-managed network. If the Runtime uses customer-owned network, it will reuse the same subnet, and this field must be empty. Format: projects/{project_id}/regions/{region}/subnetworks/{subnetwork_id}
service_account

string

Optional. The service account to be included in the Compute Engine instance of the new Workbench Instance when the Runtime uses "single user only" mode for permission. If not specified, the Compute Engine default service account is used. When the Runtime uses service account mode for permission, it will reuse the same service account, and this field must be empty.
request_id

string

Optional. Idempotent request UUID.
post_startup_script_option

PostStartupScriptOption

Optional. Specifies the behavior of post startup script during migration.

PostStartupScriptOption

Specifies the behavior of post startup script during migration.

Enums
POST_STARTUP_SCRIPT_OPTION_UNSPECIFIED Post startup script option is not specified. Default is POST_STARTUP_SCRIPT_OPTION_SKIP.
POST_STARTUP_SCRIPT_OPTION_SKIP Not migrate the post startup script to the new Workbench Instance.
POST_STARTUP_SCRIPT_OPTION_RERUN Redownload and rerun the same post startup script as the Google-Managed Notebook.

OperationMetadata

Represents the metadata of the long-running operation.

Fields
create_time

Timestamp

The time the operation was created.
end_time

Timestamp

The time the operation finished running.
target

string

Server-defined resource path for the target of the operation.
verb

string

Name of the verb executed by the operation.
status_message

string

Human-readable status of the operation, if any.
requested_cancellation

bool

Identifies whether the user has requested cancellation of the operation. Operations that have successfully been cancelled have [Operation.error][] value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED.
api_version

string

API version used to start the operation.
endpoint

string

API endpoint name of this operation.

RegisterInstanceRequest

Request for registering a notebook instance.

Fields
parent

string

Required. Format: parent=projects/{project_id}/locations/{location}

Authorization requires the following IAM permission on the specified resource parent:

  • notebooks.instances.create
instance_id

string

Required. User defined unique ID of this instance. The instance_id must be 1 to 63 characters long and contain only lowercase letters, numeric characters, and dashes. The first character must be a lowercase letter and the last character cannot be a dash.

ReportInstanceInfoRequest

Request for notebook instances to report information to Notebooks API.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}
vm_id

string

Required. The VM hardware token for authenticating the VM. https://cloud.google.com/compute/docs/instances/verifying-instance-identity
metadata

map<string, string>

The metadata reported to Notebooks API. This will be merged to the instance metadata store

ReportRuntimeEventRequest

Request for reporting a Managed Notebook Event.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • iam.permissions.none
vm_id

string

Required. The VM hardware token for authenticating the VM. https://cloud.google.com/compute/docs/instances/verifying-instance-identity
event

Event

Required. The Event to be reported.

ReservationAffinity

Reservation Affinity for consuming Zonal reservation.

Fields
consume_reservation_type

Type

Optional. Type of reservation to consume
key

string

Optional. Corresponds to the label key of reservation resource.
values[]

string

Optional. Corresponds to the label values of reservation resource.

Type

Indicates whether to consume capacity from an reservation or not.

Enums
TYPE_UNSPECIFIED Default type.
NO_RESERVATION Do not consume from any allocated capacity.
ANY_RESERVATION Consume any reservation available.
SPECIFIC_RESERVATION Must consume from a specific reservation. Must specify key value fields for specifying the reservations.

ResetInstanceRequest

Request for resetting a notebook instance

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.reset

ResetRuntimeRequest

Request for resetting a Managed Notebook Runtime.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.runtimes.reset
request_id

string

Idempotent request UUID.

RollbackInstanceRequest

Request for rollbacking a notebook instance

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • iam.permissions.none
target_snapshot

string

Required. The snapshot for rollback. Example: projects/test-project/global/snapshots/krwlzipynril.

Runtime

The definition of a Runtime for a managed notebook instance.

Fields
name

string

Output only. The resource name of the runtime. Format: projects/{project}/locations/{location}/runtimes/{runtimeId}
state

State

Output only. Runtime state.
health_state

HealthState

Output only. Runtime health_state.
access_config

RuntimeAccessConfig

The config settings for accessing runtime.
software_config

RuntimeSoftwareConfig

The config settings for software inside the runtime.
metrics

RuntimeMetrics

Output only. Contains Runtime daemon metrics such as Service status and JupyterLab stats.
create_time

Timestamp

Output only. Runtime creation time.
update_time

Timestamp

Output only. Runtime update time.
labels

map<string, string>

Optional. The labels to associate with this Managed Notebook or Runtime. Label keys must contain 1 to 63 characters, and must conform to RFC 1035. Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035. No more than 32 labels can be associated with a cluster.
runtime_migration_eligibility

RuntimeMigrationEligibility

Output only. Checks how feasible a migration from GmN to WbI is.
Union field runtime_type. Type of the runtime; currently only supports Compute Engine VM. runtime_type can be only one of the following:
virtual_machine

VirtualMachine

Use a Compute Engine VM image to start the managed notebook instance.
migrated

bool

Output only. Bool indicating whether this notebook has been migrated to a Workbench Instance

HealthState

The runtime substate.

Enums
HEALTH_STATE_UNSPECIFIED The runtime substate is unknown.
HEALTHY The runtime is known to be in an healthy state (for example, critical daemons are running) Applies to ACTIVE state.
UNHEALTHY The runtime is known to be in an unhealthy state (for example, critical daemons are not running) Applies to ACTIVE state.
AGENT_NOT_INSTALLED The runtime has not installed health monitoring agent. Applies to ACTIVE state.
AGENT_NOT_RUNNING The runtime health monitoring agent is not running. Applies to ACTIVE state.

State

The definition of the states of this runtime.

Enums
STATE_UNSPECIFIED State is not specified.
STARTING The compute layer is starting the runtime. It is not ready for use.
PROVISIONING The compute layer is installing required frameworks and registering the runtime with notebook proxy. It cannot be used.
ACTIVE The runtime is currently running. It is ready for use.
STOPPING The control logic is stopping the runtime. It cannot be used.
STOPPED The runtime is stopped. It cannot be used.
DELETING The runtime is being deleted. It cannot be used.
UPGRADING The runtime is upgrading. It cannot be used.
INITIALIZING The runtime is being created and set up. It is not ready for use.

RuntimeAcceleratorConfig

Definition of the types of hardware accelerators that can be used. See Compute Engine AcceleratorTypes. Examples:

  • nvidia-tesla-k80
  • nvidia-tesla-p100
  • nvidia-tesla-v100
  • nvidia-tesla-p4
  • nvidia-tesla-t4
  • nvidia-tesla-a100
Fields
type

AcceleratorType

Accelerator model.
core_count

int64

Count of cores of this accelerator.

AcceleratorType

Type of this accelerator.

Enums
ACCELERATOR_TYPE_UNSPECIFIED Accelerator type is not specified.
NVIDIA_TESLA_K80

Accelerator type is Nvidia Tesla K80.
NVIDIA_TESLA_P100 Accelerator type is Nvidia Tesla P100.
NVIDIA_TESLA_V100 Accelerator type is Nvidia Tesla V100.
NVIDIA_TESLA_P4 Accelerator type is Nvidia Tesla P4.
NVIDIA_TESLA_T4 Accelerator type is Nvidia Tesla T4.
NVIDIA_TESLA_A100 Accelerator type is Nvidia Tesla A100 - 40GB.
NVIDIA_L4 Accelerator type is Nvidia L4.
TPU_V2 (Coming soon) Accelerator type is TPU V2.
TPU_V3 (Coming soon) Accelerator type is TPU V3.
NVIDIA_TESLA_T4_VWS Accelerator type is NVIDIA Tesla T4 Virtual Workstations.
NVIDIA_TESLA_P100_VWS Accelerator type is NVIDIA Tesla P100 Virtual Workstations.
NVIDIA_TESLA_P4_VWS Accelerator type is NVIDIA Tesla P4 Virtual Workstations.

RuntimeAccessConfig

Specifies the login configuration for Runtime

Fields
access_type

RuntimeAccessType

The type of access mode this instance.
runtime_owner

string

The owner of this runtime after creation. Format: alias@example.com Currently supports one owner only.
proxy_uri

string

Output only. The proxy endpoint that is used to access the runtime.

RuntimeAccessType

Possible ways to access runtime. Authentication mode. Currently supports: Single User only.

Enums
RUNTIME_ACCESS_TYPE_UNSPECIFIED Unspecified access.
SINGLE_USER Single user login.
SERVICE_ACCOUNT Service Account mode. In Service Account mode, Runtime creator will specify a SA that exists in the consumer project. Using Runtime Service Account field. Users accessing the Runtime need ActAs (Service Account User) permission.

RuntimeMetrics

Contains runtime daemon metrics, such as OS and kernels and sessions stats.

Fields
system_metrics

map<string, string>

Output only. The system metrics.

RuntimeMigrationEligibility

RuntimeMigrationEligibility represents the feasibility information of a migration from GmN to WbI.

Fields
warnings[]

Warning

Output only. Certain configurations will be defaulted during the migration.
errors[]

Error

Output only. Certain configurations make the GmN ineligible for an automatic migration. A manual migration is required.

Error

A migration error message means certain configurations make the GmN ineligible for an automatic migration. A manual migration is required.

Enums
ERROR_UNSPECIFIED Default type.
CUSTOM_CONTAINER The GmN is configured with custom container(s) and cannot be migrated.

Warning

A migration warning message means certain configurations will be defaulted during the migration.

Enums
WARNING_UNSPECIFIED Default type.
UNSUPPORTED_ACCELERATOR_TYPE The GmN uses an accelerator type that's unsupported in WbI. It will be migrated without an accelerator. Users can attach an accelerator after the migration.
UNSUPPORTED_OS The GmN uses an operating system that's unsupported in WbI (e.g. Debian 10). It will be replaced with Debian 11 in WbI.
RESERVED_IP_RANGE This GmN is configured with reserved IP range, which is no longer applicable in WbI.
GOOGLE_MANAGED_NETWORK This GmN is configured with a Google managed network. Please provide the network and subnet options for the migration.
POST_STARTUP_SCRIPT This GmN is configured with a post startup script. Please optionally provide the post_startup_script_option for the migration.
SINGLE_USER This GmN is configured with single user mode. Please optionally provide the service_account option for the migration.

RuntimeShieldedInstanceConfig

A set of Shielded Instance options. See Images using supported Shielded VM features. Not all combinations are valid.

Fields
enable_secure_boot

bool

Defines whether the instance has Secure Boot enabled.

Secure Boot helps ensure that the system only runs authentic software by verifying the digital signature of all boot components, and halting the boot process if signature verification fails. Disabled by default.
enable_vtpm

bool

Defines whether the instance has the vTPM enabled. Enabled by default.
enable_integrity_monitoring

bool

Defines whether the instance has integrity monitoring enabled.

Enables monitoring and attestation of the boot integrity of the instance. The attestation is performed against the integrity policy baseline. This baseline is initially derived from the implicitly trusted boot image when the instance is created. Enabled by default.

RuntimeSoftwareConfig

Specifies the selection and configuration of software inside the runtime. The properties to set on runtime. Properties keys are specified in key:value format, for example:

  • idle_shutdown: true
  • idle_shutdown_timeout: 180
  • enable_health_monitoring: true
Fields
notebook_upgrade_schedule

string

Cron expression in UTC timezone, used to schedule instance auto upgrade. Please follow the cron format.
idle_shutdown_timeout

int32

Time in minutes to wait before shutting down runtime. Default: 180 minutes
install_gpu_driver

bool

Install Nvidia Driver automatically. Default: True
custom_gpu_driver_path

string

Specify a custom Cloud Storage path where the GPU driver is stored. If not specified, we'll automatically choose from official GPU drivers.
post_startup_script

string

Path to a Bash script that automatically runs after a notebook instance fully boots up. The path must be a URL or Cloud Storage path (gs://path-to-file/file-name).
kernels[]

ContainerImage

Optional. Use a list of container images to use as Kernels in the notebook instance.
post_startup_script_behavior

PostStartupScriptBehavior

Behavior for the post startup script.
enable_health_monitoring

bool

Verifies core internal services are running. Default: True
idle_shutdown

bool

Runtime will automatically shutdown after idle_shutdown_time. Default: True
upgradeable

bool

Output only. Bool indicating whether an newer image is available in an image family.
disable_terminal

bool

Bool indicating whether JupyterLab terminal will be available or not. Default: False
version

string

Output only. version of boot image such as M100, from release label of the image.
mixer_disabled

bool

Bool indicating whether mixer client should be disabled. Default: False

PostStartupScriptBehavior

Behavior for the post startup script.

Enums
POST_STARTUP_SCRIPT_BEHAVIOR_UNSPECIFIED Unspecified post startup script behavior. Will run only once at creation.
RUN_EVERY_START Runs the post startup script provided during creation at every start.
DOWNLOAD_AND_RUN_EVERY_START Downloads and runs the provided post startup script at every start.

Schedule

The definition of a schedule.

Fields
name

string

Output only. The name of this schedule. Format: projects/{project_id}/locations/{location}/schedules/{schedule_id}
display_name

string

Output only. Display name used for UI purposes. Name can only contain alphanumeric characters, hyphens -, and underscores _.
description

string

A brief description of this environment.
state

State
cron_schedule

string

Cron-tab formatted schedule by which the job will execute. Format: minute, hour, day of month, month, day of week, e.g. 0 0 * * WED = every Wednesday More examples: https://crontab.guru/examples.html
time_zone

string

Timezone on which the cron_schedule. The value of this field must be a time zone name from the tz database. TZ Database: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones

Note that some time zones include a provision for daylight savings time. The rules for daylight saving time are determined by the chosen tz. For UTC use the string "utc". If a time zone is not specified, the default will be in UTC (also known as GMT).
create_time

Timestamp

Output only. Time the schedule was created.
update_time

Timestamp

Output only. Time the schedule was last updated.
execution_template

ExecutionTemplate

Notebook Execution Template corresponding to this schedule.
recent_executions[]

Execution

Output only. The most recent execution names triggered from this schedule and their corresponding states.

State

State of the job.

Enums
STATE_UNSPECIFIED Unspecified state.
ENABLED The job is executing normally.
PAUSED The job is paused by the user. It will not execute. A user can intentionally pause the job using [PauseJobRequest][].
DISABLED The job is disabled by the system due to error. The user cannot directly set a job to be disabled.
UPDATE_FAILED The job state resulting from a failed [CloudScheduler.UpdateJob][] operation. To recover a job from this state, retry [CloudScheduler.UpdateJob][] until a successful response is received.
INITIALIZING The schedule resource is being created.
DELETING The schedule resource is being deleted.

SetInstanceAcceleratorRequest

Request for setting instance accelerator.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.setAccelerator
type

AcceleratorType

Required. Type of this accelerator.
core_count

int64

Required. Count of cores of this accelerator. Note that not all combinations of type and core_count are valid. See GPUs on Compute Engine to find a valid combination. TPUs are not supported.

SetInstanceLabelsRequest

Request for setting instance labels.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.setLabels
labels

map<string, string>

Labels to apply to this instance. These can be later modified by the setLabels method

SetInstanceMachineTypeRequest

Request for setting instance machine type.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.setMachineType
machine_type

string

Required. The Compute Engine machine type.

StartInstanceRequest

Request for starting a notebook instance

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.start

StartRuntimeRequest

Request for starting a Managed Notebook Runtime.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.runtimes.start
request_id

string

Idempotent request UUID.

StopInstanceRequest

Request for stopping a notebook instance

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.stop

StopRuntimeRequest

Request for stopping a Managed Notebook Runtime.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.runtimes.stop
request_id

string

Idempotent request UUID.

SwitchRuntimeRequest

Request for switching a Managed Notebook Runtime.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/runtimes/{runtime_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.runtimes.switch
machine_type

string

machine type.
accelerator_config

RuntimeAcceleratorConfig

accelerator config.
request_id

string

Idempotent request UUID.

UpdateInstanceConfigRequest

Request for updating instance configurations.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.updateConfig
config

InstanceConfig

The instance configurations to be updated.

UpdateInstanceMetadataItemsRequest

Request for adding/changing metadata items for an instance.

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.updateConfig
items

map<string, string>

Metadata items to add/update for the instance.

UpdateInstanceMetadataItemsResponse

Response for adding/changing metadata items for an instance.

Fields
items

map<string, string>

Map of items that were added/updated to/in the metadata.

UpdateRuntimeRequest

Request for updating a Managed Notebook configuration.

Fields
runtime

Runtime

Required. The Runtime to be updated.

Authorization requires the following IAM permission on the specified resource runtime:

  • notebooks.runtimes.update
update_mask

FieldMask

Required. Specifies the path, relative to Runtime, of the field to update. For example, to change the software configuration kernels, the update_mask parameter would be specified as software_config.kernels, and the PATCH request body would specify the new value, as follows:

{
  "software_config":{
    "kernels": [{
       'repository':
       'gcr.io/deeplearning-platform-release/pytorch-gpu', 'tag':
       'latest' }],
    }
}

Currently, only the following fields can be updated:

  • software_config.kernels
  • software_config.post_startup_script
  • software_config.custom_gpu_driver_path
  • software_config.idle_shutdown
  • software_config.idle_shutdown_timeout
  • software_config.disable_terminal
  • labels
request_id

string

Idempotent request UUID.

UpdateShieldedInstanceConfigRequest

Request for updating the Shielded Instance config for a notebook instance. You can only use this method on a stopped instance

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.updateShieldInstanceConfig
shielded_instance_config

ShieldedInstanceConfig

ShieldedInstance configuration to be updated.

UpgradeInstanceRequest

Request for upgrading a notebook instance

Fields
name

string

Required. Format: projects/{project_id}/locations/{location}/instances/{instance_id}

Authorization requires the following IAM permission on the specified resource name:

  • notebooks.instances.upgrade
type

UpgradeType

Optional. The optional UpgradeType. Setting this field will search for additional compute images to upgrade this instance.

UpgradeType

Definition of the types of upgrade that can be used on this instance.

Enums
UPGRADE_TYPE_UNSPECIFIED Upgrade type is not specified.
UPGRADE_FRAMEWORK Upgrade ML framework.
UPGRADE_OS Upgrade Operating System.
UPGRADE_CUDA Upgrade CUDA.
UPGRADE_ALL Upgrade All (OS, Framework and CUDA).

VirtualMachine

Runtime using Virtual Machine for computing.

Fields
instance_name

string

Output only. The user-friendly name of the Managed Compute Engine instance.
instance_id

string

Output only. The unique identifier of the Managed Compute Engine instance.
virtual_machine_config

VirtualMachineConfig

Virtual Machine configuration settings.

VirtualMachineConfig

The config settings for virtual machine.

Fields
zone

string

Output only. The zone where the virtual machine is located. If using regional request, the notebooks service will pick a location in the corresponding runtime region. On a get request, zone will always be present. Example: * us-central1-b
machine_type

string

Required. The Compute Engine machine type used for runtimes. Short name is valid. Examples: * n1-standard-2 * e2-standard-8
container_images[]

ContainerImage

Optional. Use a list of container images to use as Kernels in the notebook instance.
data_disk

LocalDisk

Required. Data disk option configuration settings.
encryption_config

EncryptionConfig

Optional. Encryption settings for virtual machine data disk.
shielded_instance_config

RuntimeShieldedInstanceConfig

Optional. Shielded VM Instance configuration settings.
accelerator_config

RuntimeAcceleratorConfig

Optional. The Compute Engine accelerator configuration for this runtime.
network

string

Optional. The Compute Engine network to be used for machine communications. Cannot be specified with subnetwork. If neither network nor subnet is specified, the "default" network of the project is used, if it exists.

A full URL or partial URI. Examples:

  • https://www.googleapis.com/compute/v1/projects/[project_id]/global/networks/default
  • projects/[project_id]/global/networks/default

Runtimes are managed resources inside Google Infrastructure. Runtimes support the following network configurations:

  • Google Managed Network (Network & subnet are empty)
  • Consumer Project VPC (network & subnet are required). Requires configuring Private Service Access.
  • Shared VPC (network & subnet are required). Requires configuring Private Service Access.
subnet

string

Optional. The Compute Engine subnetwork to be used for machine communications. Cannot be specified with network.

A full URL or partial URI are valid. Examples:

  • https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0
  • projects/[project_id]/regions/us-east1/subnetworks/sub0
internal_ip_only

bool

Optional. If true, runtime will only have internal IP addresses. By default, runtimes are not restricted to internal IP addresses, and will have ephemeral external IP addresses assigned to each vm. This internal_ip_only restriction can only be enabled for subnetwork enabled networks, and all dependencies must be configured to be accessible without external IP addresses.
tags[]

string

Optional. The Compute Engine tags to add to runtime (see Tagging instances).
guest_attributes

map<string, string>

Output only. The Compute Engine guest attributes. (see Project and instance guest attributes).
metadata

map<string, string>

Optional. The Compute Engine metadata entries to add to virtual machine. (see Project and instance metadata).
labels

map<string, string>

Optional. The labels to associate with this runtime. Label keys must contain 1 to 63 characters, and must conform to RFC 1035. Label values may be empty, but, if present, must contain 1 to 63 characters, and must conform to RFC 1035. No more than 32 labels can be associated with a cluster.
nic_type

NicType

Optional. The type of vNIC to be used on this interface. This may be gVNIC or VirtioNet.
reserved_ip_range

string

Optional. Reserved IP Range name is used for VPC Peering. The subnetwork allocation will use the range name if it's assigned.

Example: managed-notebooks-range-c

PEERING_RANGE_NAME_3=managed-notebooks-range-c
gcloud compute addresses create $PEERING_RANGE_NAME_3 \
  --global \
  --prefix-length=24 \
  --description="Google Cloud Managed Notebooks Range 24 c" \
  --network=$NETWORK \
  --addresses=192.168.0.0 \
  --purpose=VPC_PEERING

Field value will be: managed-notebooks-range-c
boot_image

BootImage

Optional. Boot image metadata used for runtime upgradeability.

BootImage

This type has no fields.

Definition of the boot image used by the Runtime. Used to facilitate runtime upgradeability.

NicType

The type of vNIC driver. Default should be UNSPECIFIED_NIC_TYPE.

Enums
UNSPECIFIED_NIC_TYPE No type specified.
VIRTIO_NET VIRTIO
GVNIC GVNIC

VmImage

Definition of a custom Compute Engine virtual machine image for starting a notebook instance with the environment installed directly on the VM.

Fields
project

string

Required. The name of the Google Cloud project that this VM image belongs to. Format: {project_id}
Union field image. The reference to an external Compute Engine VM image. image can be only one of the following:
image_name

string

Use VM image name to find the image.
image_family

string

Use this VM image family to find the image; the newest image in this family will be used.