jx project mlquickstart
Create a new machine learning app from a set of quickstarts and import the generated code into Git and Jenkins for CI/CD Aliases: arch
Usage
jx project mlquickstart
Synopsis
Create a new machine learning project from a sample/starter (found in https://github.com/machine-learning-quickstarts)
This will create two new projects for you from the selected template. One for training and one for deploying a model as a service.
It will exclude any work-in-progress repos (containing the "WIP-" pattern)
For more documentation see: [https://jenkins-x.io/developing/create-mlquickstart/](https://jenkins-x.io/developing/create-mlquickstart/)
See Also:
- jx project : https://jenkins-x.io/commands/jx_project
Examples
Create a new machine learning project from a sample/starter (found in https://github.com/machine-learning-quickstarts)
This will create a new machine learning project for you from the selected template.
It will exclude any work-in-progress repos (containing the "WIP-" pattern)
jx project mlquickstart
jx project mlquickstart -f pytorch
Options
-b, --batch-mode Runs in batch mode without prompting for user input
--boot-secret-name string The name of the boot secret (default "jx-boot")
--canary should we use canary rollouts (progressive delivery) by default for this application. e.g. using a Canary deployment via flagger. Requires the installation of flagger and istio/gloo in your cluster
--deploy-kind string The kind of deployment to use for the project. Should be one of knative, default
--dir string Specify the directory to import (default ".")
--docker-registry-org string The name of the docker registry organisation to use. If not specified then the Git provider organisation will be used
--dry-run Performs local changes to the repo but skips the import into Jenkins X
--env-name string The name of the environment to create (only used for env projects)
--env-strategy string The promotion strategy of the environment to create (only used for env projects) (default "Never")
-f, --filter string The text filter
--framework string The framework to filter on
--git-host string The Git server host if not using GitHub when pushing created project
--git-kind string the kind of git server to connect to
--git-provider-url string Deprecated: please use --git-server
--git-server string the git server URL to create the scm client
--git-token string the git token used to operate on the git repository. If not specified it's loaded from the git credentials file
--git-username string the git username used to operate on the git repository. If not specified it's loaded from the git credentials file
-h, --help help for mlquickstart
--hpa should we enable the Horizontal Pod Autoscaler for this application.
--import-commit-message string Specifies the initial commit message used when importing the project
--jenkins string The name of the Jenkins server to import the project into
--jenkinsfilerunner string if you want to import into Jenkins X with Jenkinsfilerunner this argument lets you specify the container image to use
--jx if you want to default to importing this project into Jenkins X instead of a Jenkins server if you have a mixed Jenkins X and Jenkins cluster
-l, --language string The language to filter on
--log-level string Sets the logging level. If not specified defaults to $JX_LOG_LEVEL
--name string Specify the Git repository name to import the project into (if it is not already in one)
--nested-repo Specify if using nested repositories (in gitlab)
--no-collaborator disables checking if the bot user is a collaborator. Only used if you have an issue with your git provider and this functionality in go-scm
--no-dev-pr disables generating a Pull Request on the cluster git repository
--no-import Disable import after the creation
--no-pack Disable trying to default a Dockerfile and Helm Chart from the pipeline catalog pack
--no-start disables starting a release pipeline when importing/creating a new project
--operator-namespace string The namespace where the git operator is installed (default "jx-git-operator")
--org string Specify the Git provider organisation to import the project into (if it is not already in one)
-g, --organisations stringArray The GitHub organisations to query for quickstarts
-o, --output-dir string Directory to output the project to. Defaults to the current directory
--owner string The owner to filter on
--pack string The name of the pipeline catalog pack to use. If none is specified it will be chosen based on matching the source code languages
--pipeline-catalog-dir string The pipeline catalog directory you want to use instead of the buildPackGitURL in the dev Environment Team settings. Generally only used for testing pipelines
--pr-poll-period duration the time between polls of the Pull Request on the cluster environment git repository (default 20s)
--pr-poll-timeout duration the maximum amount of time we wait for the Pull Request on the cluster environment git repository (default 20m0s)
-p, --project-name string The project name (for use with -b batch mode)
--quickstart-auth string The auth mechanism used to authenticate with the git token to download the quickstarts. If not specified defaults to Basic but could be Bearer for bearer token auth
--scheduler string Change schedulerName, More info about Scheduler: https://jenkins-x.io/v3/develop/faq/config/repos/#how-do-i-customise-a-scheduler (default "in-repo")
--service-account string The Kubernetes ServiceAccount to use to run the initial pipeline (default "tekton-bot")
-t, --tag stringArray The tags on the quickstarts to filter
--use-default-git use default git account
--verbose Enables verbose output. The environment variable JX_LOG_LEVEL has precedence over this flag and allows setting the logging level to any value of: panic, fatal, error, warn, info, debug, trace
--wait-for-pr waits for the Pull Request generated on the cluster environment git repository to merge (default true)
Source
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Last modified June 15, 2022: chore: regenerated plugin docs (56e6b4301b)