CLI Reference

neuro-extras

Auxiliary scripts and recipes for automating routine tasks.

Usage:

neuro-extras [OPTIONS] COMMAND [ARGS]...

Options:

Name	Description
-v, --verbose	Give more output. Option is additive, and can be used up to 2 times.
-q, --quiet	Give less output. Option is additive, and can be used up to 2 times.
--version	Show the version and exit.
--help	Show this message and exit.

Command Groups:

Usage	Description
neuro-extras config	Configuration operations.
neuro-extras data	Data transfer operations.
neuro-extras image	Job container image operations.
neuro-extras k8s	Cluster Kubernetes operations.
neuro-extras seldon	Seldon deployment operations.

Commands:

Usage	Description
neuro-extras init-aliases	Create neuro CLI aliases for neuro-extras functionality.

neuro-extras config

Configuration operations.

Usage:

neuro-extras config [OPTIONS] COMMAND [ARGS]...

Options:

Name	Description
--help	Show this message and exit.

Commands:

Usage	Description
neuro-extras config build-registy-auth	Generate docker auth for accessing remote registry.
neuro-extras config save-registry-auth	Save docker auth file for accessing platform registry.

neuro-extras config build-registy-auth

Generate docker auth for accessing remote registry.

Usage:

neuro-extras config build-registy-auth [OPTIONS] REGISTRY_URI USERNAME
                                              PASSWORD

Options:

Name	Description
--help	Show this message and exit.

neuro-extras config save-registry-auth

Save docker auth file for accessing platform registry.

Usage:

neuro-extras config save-registry-auth [OPTIONS] PATH

Options:

Name	Description
--cluster TEXT	Cluster name for which the auth information should be saved. Current cluster by default
--help	Show this message and exit.

neuro-extras data

Data transfer operations.

Usage:

neuro-extras data [OPTIONS] COMMAND [ARGS]...

Options:

Name	Description
--help	Show this message and exit.

Commands:

Usage	Description
neuro-extras data cp	Copy data between external object storage and cluster.
neuro-extras data transfer	Copy data between storages on different clusters.

neuro-extras data cp

Copy data between external object storage and cluster. Supported external object storage systems: ['AWS', 'GCS', 'AZURE', 'HTTP', 'HTTPS']. Note: originally, Azure's blob storage scheme is 'http(s)', but we prepend 'azure+' to differenciate https vs azure

Usage:

neuro-extras data cp [OPTIONS] SOURCE DESTINATION

Options:

Name	Description
-x, --extract	Perform extraction of SOURCE into the DESTINATION directory. The archive type is derived from the file name. Supported types: .tar.gz, .tgz, .tar.bz2, .bz2, .tbz, .tar, .gz, .zip.
-c, --compress	Perform compression of SOURCE into the DESTINATION file. The archive type is derived from the file name. Supported types: .tar.gz, .tgz, .tar.bz2, .bz2, .tbz, .tar, .gz, .zip.
-v, --volume MOUNT	Mounts directory from vault into container. Use multiple options to mount more than one volume.
-e, --env VAR=VAL	Set environment variable in container. Use multiple options to define more than one variable.
-t, --use-temp-dir	DEPRECATED - need for temp dir is automatically detected, this flag will be removed in a future release. Download and extract / compress data (if needed) inside the temporary directory. Afterwards move resulted file(s) into the DESTINATION. NOTE: use it if 'storage:' is involved and extraction or compression is performed to speedup the process.
-s, --preset PRESET_NAME	Preset name used for copy.
-l, --life_span SECONDS	Copy job life span in seconds.
--help	Show this message and exit.

neuro-extras data transfer

Copy data between storages on different clusters.

Consider archiving dataset first for the sake of performance, if the dataset contains a lot (100k+) of small (< 100Kb each) files.

Usage:

neuro-extras data transfer [OPTIONS] SOURCE DESTINATION

Options:

Name	Description
--help	Show this message and exit.

neuro-extras image

Job container image operations.

Usage:

neuro-extras image [OPTIONS] COMMAND [ARGS]...

Options:

Name	Description
--help	Show this message and exit.

Commands:

Usage	Description
neuro-extras image build	Build Job container image remotely on cluster using Kaniko.
neuro-extras image local-build	Build Job container image locally (requires Docker daemon).
neuro-extras image transfer	Copy images between clusters.

neuro-extras image build

Build Job container image remotely on cluster using Kaniko.

Usage:

neuro-extras image build [OPTIONS] CONTEXT_PATH IMAGE_URI

Options:

Name	Description
-f, --file TEXT	Relative (w.r.t. context) path to the dockerfile. The dockerfile should be within the context directory. [default: Dockerfile]
--build-arg VAR=VAL	Build-time variables passed in ARG values, similarly to Docker. Could be used multiple times for multiple arguments.
-v, --volume MOUNT	Mounts directory from storage into container. Use multiple options to mount more than one volume.
-e, --env VAR=VAL	Set environment variable in container. Use multiple options to define more than one variable. Those env vars will be passed as build arguments too.
-s, --preset PRESET	Predefined resource configuration (to see available values, run neuro config show)
-F, --force-overwrite	Overwrite if the destination image already exists.
--cache / --no-cache	Use Kaniko cache while building image. [default: cache]
--verbose BOOLEAN	If specified, run Kaniko with 'debug' verbosity, otherwise 'info' (default).
--build-tag VAR=VAL	Set tag(s) for image builder job. We will add tag 'kaniko-builds:{image-name}' authomatically.
-p, --project PROJECT_NAME	Start image builder job in other than the current project.
--extra-kaniko-args ARGS	Extra arguments for Kaniko builder. Useful for advanced users, e.g. to set custom Kaniko caching behaviour. We set some default arguments for you, so use this option with caution. Please refer to Kaniko documentation for more details at https://github.com/GoogleContainerTools/kaniko?tab=readme-ov-file#additional-flags
--help	Show this message and exit.

neuro-extras image local-build

Build Job container image locally (requires Docker daemon).

Usage:

neuro-extras image local-build [OPTIONS] CONTEXT_PATH IMAGE_URI

Options:

Name	Description
-f, --file TEXT	Relative (w.r.t. context) path to the dockerfile. The dockerfile should be within the context directory. [default: Dockerfile]
--build-arg VAR=VAL	Build-time variables passed in ARG values. Could be used multiple times for multiple arguments.
-F, --force-overwrite	Overwrite if the destination image already exists.
--verbose BOOLEAN	If specified, provide verbose output (default False).
-p, --project PROJECT_NAME	Start image builder job in other than the current project.
--help	Show this message and exit.

neuro-extras image transfer

Copy images between clusters.

Usage:

neuro-extras image transfer [OPTIONS] SOURCE DESTINATION

Options:

Name	Description
-F, --force-overwrite	Transfer even if the destination image already exists.
--help	Show this message and exit.

neuro-extras k8s

Cluster Kubernetes operations.

Usage:

neuro-extras k8s [OPTIONS] COMMAND [ARGS]...

Options:

Name	Description
--help	Show this message and exit.

Commands:

Usage	Description
neuro-extras k8s generate-registry-secret
neuro-extras k8s generate-secret

neuro-extras k8s generate-registry-secret

Usage:

neuro-extras k8s generate-registry-secret [OPTIONS]

Options:

Name	Description
--name TEXT
--help	Show this message and exit.

neuro-extras k8s generate-secret

Usage:

neuro-extras k8s generate-secret [OPTIONS]

Options:

Name	Description
--name TEXT
--help	Show this message and exit.

neuro-extras seldon

Seldon deployment operations.

Usage:

neuro-extras seldon [OPTIONS] COMMAND [ARGS]...

Options:

Name	Description
--help	Show this message and exit.

Commands:

Usage	Description
neuro-extras seldon generate-deployment
neuro-extras seldon init-package

neuro-extras seldon generate-deployment

Usage:

neuro-extras seldon generate-deployment [OPTIONS] MODEL_IMAGE_URI
                                               MODEL_STORAGE_URI

Options:

Name	Description
--name TEXT
--neuro-secret TEXT
--registry-secret TEXT
--help	Show this message and exit.

neuro-extras seldon init-package

Usage:

neuro-extras seldon init-package [OPTIONS] [PATH]

Options:

Name	Description
--help	Show this message and exit.

neuro-extras init-aliases

Create neuro CLI aliases for neuro-extras functionality.

Usage:

neuro-extras init-aliases [OPTIONS]

Options:

Name	Description
--help	Show this message and exit.