Class Instance (1.9.0)

Instance(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The definition of a notebook instance.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes
Name	Description
`name`	`str` Output only. The name of this notebook instance. Format: `projects/{project_id}/locations/{location}/instances/{instance_id}`
`vm_image`	`google.cloud.notebooks_v1beta1.types.VmImage` Use a Compute Engine VM image to start the notebook instance. This field is a member of `oneof`_ `environment`.
`container_image`	`google.cloud.notebooks_v1beta1.types.ContainerImage` Use a container image to start the notebook instance. This field is a member of `oneof`_ `environment`.
`post_startup_script`	`str` 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`	`str` Output only. The proxy endpoint that is used to access the Jupyter notebook.
`instance_owners`	`MutableSequence[str]` 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`	`str` 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
`machine_type`	`str` Required. The `Compute Engine machine type
`accelerator_config`	`google.cloud.notebooks_v1beta1.types.Instance.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`	`google.cloud.notebooks_v1beta1.types.Instance.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`	`str` 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`	`google.cloud.notebooks_v1beta1.types.Instance.DiskType` Input only. The type of the boot disk attached to this instance, defaults to standard persistent disk (`PD_STANDARD`).
`boot_disk_size_gb`	`int` 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`	`google.cloud.notebooks_v1beta1.types.Instance.DiskType` Input only. The type of the data disk attached to this instance, defaults to standard persistent disk (`PD_STANDARD`).
`data_disk_size_gb`	`int` 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`	`google.cloud.notebooks_v1beta1.types.Instance.DiskEncryption` Input only. Disk encryption method used on the boot and data disks, defaults to GMEK.
`kms_key`	`str` 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
`no_public_ip`	`bool` If true, no public IP will be assigned to this instance.
`no_proxy_access`	`bool` If true, the notebook instance will not register with the proxy.
`network`	`str` The name of the VPC that this instance is in. Format: `projects/{project_id}/global/networks/{network_id}`
`subnet`	`str` The name of the subnet that this instance is in. Format: `projects/{project_id}/regions/{region}/subnetworks/{subnetwork_id}`
`labels`	`MutableMapping[str, str]` Labels to apply to this instance. These can be later modified by the setLabels method.
`metadata`	`MutableMapping[str, str]` Custom metadata to apply to this instance.
`nic_type`	`google.cloud.notebooks_v1beta1.types.Instance.NicType` Optional. The type of vNIC to be used on this interface. This may be gVNIC or VirtioNet.
`reservation_affinity`	`google.cloud.notebooks_v1beta1.types.ReservationAffinity` Optional. The optional reservation affinity. Setting this field will apply the specified `Zonal Compute Reservation
`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`	`google.protobuf.timestamp_pb2.Timestamp` Output only. Instance creation time.
`update_time`	`google.protobuf.timestamp_pb2.Timestamp` Output only. Instance update time.

Classes

AcceleratorConfig

AcceleratorConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Definition of a hardware accelerator. Note that not all combinations of type and core_count are valid. Check GPUs on Compute Engine <https://cloud.google.com/compute/docs/gpus/#gpus-list>__ to find a valid combination. TPUs are not supported.

AcceleratorType

AcceleratorType(value)

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

Values: ACCELERATOR_TYPE_UNSPECIFIED (0): Accelerator type is not specified. NVIDIA_TESLA_K80 (1): Accelerator type is Nvidia Tesla K80. NVIDIA_TESLA_P100 (2): Accelerator type is Nvidia Tesla P100. NVIDIA_TESLA_V100 (3): Accelerator type is Nvidia Tesla V100. NVIDIA_TESLA_P4 (4): Accelerator type is Nvidia Tesla P4. NVIDIA_TESLA_T4 (5): Accelerator type is Nvidia Tesla T4. NVIDIA_TESLA_T4_VWS (8): Accelerator type is NVIDIA Tesla T4 Virtual Workstations. NVIDIA_TESLA_P100_VWS (9): Accelerator type is NVIDIA Tesla P100 Virtual Workstations. NVIDIA_TESLA_P4_VWS (10): Accelerator type is NVIDIA Tesla P4 Virtual Workstations. TPU_V2 (6): (Coming soon) Accelerator type is TPU V2. TPU_V3 (7): (Coming soon) Accelerator type is TPU V3.

DiskEncryption

DiskEncryption(value)

Definition of the disk encryption options.

Values: DISK_ENCRYPTION_UNSPECIFIED (0): Disk encryption is not specified. GMEK (1): Use Google managed encryption keys to encrypt the boot disk. CMEK (2): Use customer managed encryption keys to encrypt the boot disk.

DiskType

DiskType(value)

Possible disk types for notebook instances.

Values: DISK_TYPE_UNSPECIFIED (0): Disk type not set. PD_STANDARD (1): Standard persistent disk type. PD_SSD (2): SSD persistent disk type. PD_BALANCED (3): Balanced persistent disk type.

LabelsEntry

LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name	Description
`kwargs`	`dict` Keys and values corresponding to the fields of the message.
`mapping`	`Union[dict, .Message]` A dictionary or message to be used to determine the values for this message.
`ignore_unknown_fields`	`Optional(bool)` If True, do not raise errors for unknown fields. Only applied if `mapping` is a mapping type or there are keyword parameters.

MetadataEntry

MetadataEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
Name	Description
`kwargs`	`dict` Keys and values corresponding to the fields of the message.
`mapping`	`Union[dict, .Message]` A dictionary or message to be used to determine the values for this message.
`ignore_unknown_fields`	`Optional(bool)` If True, do not raise errors for unknown fields. Only applied if `mapping` is a mapping type or there are keyword parameters.

NicType

NicType(value)

The type of vNIC driver.

Values: UNSPECIFIED_NIC_TYPE (0): No type specified. Default should be UNSPECIFIED_NIC_TYPE. VIRTIO_NET (1): VIRTIO. Default in Notebooks DLVM. GVNIC (2): GVNIC. Alternative to VIRTIO. https://github.com/GoogleCloudPlatform/compute-virtual-ethernet-linux

State

State(value)

The definition of the states of this instance.

Values: STATE_UNSPECIFIED (0): State is not specified. STARTING (1): The control logic is starting the instance. PROVISIONING (2): The control logic is installing required frameworks and registering the instance with notebook proxy ACTIVE (3): The instance is running. STOPPING (4): The control logic is stopping the instance. STOPPED (5): The instance is stopped. DELETED (6): The instance is deleted. UPGRADING (7): The instance is upgrading. INITIALIZING (8): The instance is being created. REGISTERING (9): The instance is getting registered. SUSPENDING (10): The instance is suspending. SUSPENDED (11): The instance is suspended.