NAME

gcloud beta notebooks instances create - request for creating an instance

SYNOPSIS

gcloud beta notebooks instances create (INSTANCE : --location=LOCATION) ([--container-repository=CONTAINER_REPOSITORY : --container-tag=CONTAINER_TAG] | [--environment=ENVIRONMENT : --environment-location=ENVIRONMENT_LOCATION] | [(--vm-image-family=VM_IMAGE_FAMILY; default="common-cpu" | --vm-image-name=VM_IMAGE_NAME) : --vm-image-project=VM_IMAGE_PROJECT; default="deeplearning-platform-release"]) [--async] [--instance-owners=INSTANCE_OWNERS] [--labels=[KEY=VALUE,...]] [--machine-type=MACHINE_TYPE; default="n1-standard-1"] [--metadata=[KEY=VALUE,...]] [--post-startup-script=POST_STARTUP_SCRIPT] [--service-account=SERVICE_ACCOUNT] [--no-shielded-integrity-monitoring] [--shielded-secure-boot] [--no-shielded-vtpm] [--accelerator-core-count=ACCELERATOR_CORE_COUNT --accelerator-type=ACCELERATOR_TYPE] [--boot-disk-size=BOOT_DISK_SIZE --boot-disk-type=BOOT_DISK_TYPE] [--custom-gpu-driver-path=CUSTOM_GPU_DRIVER_PATH --install-gpu-driver] [--disk-encryption=DISK_ENCRYPTION [--kms-key=KMS_KEY : --kms-keyring=KMS_KEYRING --kms-location=KMS_LOCATION --kms-project=KMS_PROJECT]] [--network=NETWORK : --no-proxy-access --no-public-ip [--subnet=SUBNET : --subnet-region=SUBNET_REGION]] [--reservation=RESERVATION --reservation-affinity=RESERVATION_AFFINITY; default="TYPE_UNSPECIFIED"] [GCLOUD_WIDE_FLAG ...]

DESCRIPTION

(BETA) Request for creating notebook instances.

EXAMPLES

To create an instance from an environment, run:

$ gcloud beta notebooks instances create example-instance \ --environment=example-env --environment-location=us-central1-a \ --machine-type=n1-standard-4 --location=us-central1-b

To create an instance from a VmImage family, run:

$ gcloud beta notebooks instances create example-instance \ --vm-image-project=deeplearning-platform-release \ --vm-image-family=caffe1-latest-cpu-experimental \ --machine-type=n1-standard-4 --location=us-central1-b

To create an instance from a VmImage name, run:

$ gcloud beta notebooks instances create example-instance \ --vm-image-project=deeplearning-platform-release \ --vm-image-name=tf2-2-1-cu101-notebooks-20200110 \ --machine-type=n1-standard-4 --location=us-central1-b

To create an instance from a Container Repository, run:

$ gcloud beta notebooks instances create example-instance \ --container-repository=gcr.io/deeplearning-platform-release/\ base-cpu --container-tag=test-tag --machine-type=n1-standard-4 \ --location=us-central1-b

POSITIONAL ARGUMENTS

Instance resource - User-defined unique name of this instance. The instance

name 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. The arguments in this group can be used to specify the attributes of this resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways. To set the project attribute:

provide the argument instance on the command line with a fully specified name;

provide the argument --project on the command line;

set the property core/project.

This must be specified.

INSTANCE

ID of the instance or fully qualified identifier for the instance. To set the instance attribute:

  • provide the argument instance on the command line.

This positional argument must be specified if any of the other arguments in this group are specified.

--location=LOCATION

Google Cloud location of this environment https://cloud.google.com/compute/docs/regions-zones/#locations. To set the location attribute:

  • provide the argument instance on the command line with a fully specified name;

  • provide the argument --location on the command line;

  • set the property notebooks/location.

REQUIRED FLAGS

Exactly one of these must be specified:
--container-repository=CONTAINER_REPOSITORY

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

This flag argument must be specified if any of the other arguments in this group are specified.

--container-tag=CONTAINER_TAG

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

Environment resource - User-defined unique name of this environment. The

environment name 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. The arguments in this group can be used to specify the attributes of this resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways. To set the project attribute:

  • provide the argument --environment on the command line with a fully specified name;

  • provide the argument --project on the command line;

  • set the property core/project.

--environment=ENVIRONMENT

ID of the environment or fully qualified identifier for the environment. To set the environment attribute:

provide the argument --environment on the command line.

This flag argument must be specified if any of the other arguments in this group are specified.

--environment-location=ENVIRONMENT_LOCATION

Google Cloud location of this environment https://cloud.google.com/compute/docs/regions-zones/#locations. To set the environment-location attribute:

provide the argument --environment on the command line with a fully specified name;

provide the argument --environment-location on the command line;

provide the argument --location on the command line;

set the property notebooks/location.

--vm-image-project=VM_IMAGE_PROJECT; default="deeplearning-platform-release"

The ID of the Google Cloud project that this VM image belongs to. Format: projects/{project_id}.

Exactly one of these must be specified:
--vm-image-family=VM_IMAGE_FAMILY; default="common-cpu"

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

--vm-image-name=VM_IMAGE_NAME

Use this VM image name to find the image.

OPTIONAL FLAGS

--async

Return immediately, without waiting for the operation in progress to complete.

--instance-owners=INSTANCE_OWNERS

The owners of this instance after creation. Format: alias@example.com. Currently supports one owner only. If not specified, all of the service account users of the VM instance's service account can use the instance.

--labels=[KEY=VALUE,...]

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

--machine-type=MACHINE_TYPE; default="n1-standard-1"

The Compute Engine machine type https://cloud.google.com/sdk/gcloud/reference/compute/machine-types of this instance.

--metadata=[KEY=VALUE,...]

Custom metadata to apply to this instance.

--post-startup-script=POST_STARTUP_SCRIPT

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).

--service-account=SERVICE_ACCOUNT

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.

--shielded-integrity-monitoring

Enable monitoring of the boot integrity of the instance. Enabled by default, use --no-shielded-integrity-monitoring to disable.

--shielded-secure-boot

Boot instance with secure boot enabled. Disabled by default.

--shielded-vtpm

Boot instance with TPM (Trusted Platform Module) enabled. Enabled by default, use --no-shielded-vtpm to disable.

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.

--accelerator-core-count=ACCELERATOR_CORE_COUNT

Count of cores of this accelerator.

--accelerator-type=ACCELERATOR_TYPE

Type of this accelerator. ACCELERATOR_TYPE must be one of: NVIDIA_TESLA_A100, NVIDIA_TESLA_K80, NVIDIA_TESLA_P100, NVIDIA_TESLA_V100, NVIDIA_TESLA_P4, NVIDIA_TESLA_T4, NVIDIA_TESLA_T4_VWS, NVIDIA_TESLA_P100_VWS, NVIDIA_TESLA_P4_VWS, TPU_V2, TPU_V3.

Boot disk configurations.
--boot-disk-size=BOOT_DISK_SIZE

The size of the 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.

--boot-disk-type=BOOT_DISK_TYPE

The type of disk attached to this instance, defaults to standard persistent disk (PD_STANDARD). BOOT_DISK_TYPE must be one of: PD_STANDARD, PD_SSD, PD_BALANCED.

GPU driver configurations.
--custom-gpu-driver-path=CUSTOM_GPU_DRIVER_PATH

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

--install-gpu-driver

Whether the end user authorizes Google Cloud to install a 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.

Disk encryption configurations.
--disk-encryption=DISK_ENCRYPTION

Disk encryption method used on the boot disk, defaults to GMEK. DISK_ENCRYPTION must be one of: GMEK, CMEK.

Key resource - The Cloud KMS (Key Management Service) cryptokey that will be

used to protect the instance. The 'Compute Engine Service Agent' service account must hold permission 'Cloud KMS CryptoKey Encrypter/Decrypter'. The arguments in this group can be used to specify the attributes of this resource.

--kms-key=KMS_KEY

ID of the key or fully qualified identifier for the key. To set the kms-key attribute:

provide the argument --kms-key on the command line.

This flag argument must be specified if any of the other arguments in this group are specified.

--kms-keyring=KMS_KEYRING

The KMS keyring of the key. To set the kms-keyring attribute:

provide the argument --kms-key on the command line with a fully specified name;

provide the argument --kms-keyring on the command line.

--kms-location=KMS_LOCATION

The Cloud location for the key. To set the kms-location attribute:

provide the argument --kms-key on the command line with a fully specified name;

provide the argument --kms-location on the command line.

--kms-project=KMS_PROJECT

The Cloud project for the key. To set the kms-project attribute:

provide the argument --kms-key on the command line with a fully specified name;

provide the argument --kms-project on the command line;

set the property core/project.

Network configs.
Network resource - The name of the VPC that this instance is in. Format:

projects/{project_id}/global/networks/{network_id}. This represents a Cloud resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways. To set the project attribute:

  • provide the argument --network on the command line with a fully specified name;

  • provide the argument --project on the command line;

  • set the property core/project.

--network=NETWORK

ID of the network or fully qualified identifier for the network. To set the network attribute:

provide the argument --network on the command line.

--no-proxy-access

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

--no-public-ip

If specified, no public IP will be assigned to this instance.

Subnetwork resource - The name of the subnet that this instance is in. Format:

projects/{project_id}/regions/{region}/subnetworks/{subnetwork_id}. The arguments in this group can be used to specify the attributes of this resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways. To set the project attribute:

  • provide the argument --subnet on the command line with a fully specified name;

  • provide the argument --project on the command line;

  • set the property core/project.

--subnet=SUBNET

ID of the subnetwork or fully qualified identifier for the subnetwork. To set the subnet attribute:

provide the argument --subnet on the command line.

This flag argument must be specified if any of the other arguments in this group are specified.

--subnet-region=SUBNET_REGION

Google Cloud region of this subnetwork https://cloud.google.com/compute/docs/regions-zones/#locations. To set the subnet-region attribute:

provide the argument --subnet on the command line with a fully specified name;

provide the argument --subnet-region on the command line.

Specifies the reservation for the instance.
--reservation=RESERVATION

The name of the reservation, required when --reservation-affinity=SPECIFIC_RESERVATION.

--reservation-affinity=RESERVATION_AFFINITY; default="TYPE_UNSPECIFIED"

The type of reservation for the instance. RESERVATION_AFFINITY must be one of: TYPE_UNSPECIFIED, NO_RESERVATION, ANY_RESERVATION, SPECIFIC_RESERVATION.

GCLOUD WIDE FLAGS

These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.

Run $ gcloud help for details.

NOTES

This command is currently in beta and might change without notice. These variants are also available:

$ gcloud notebooks instances create

$ gcloud alpha notebooks instances create