helm repo add onyxia https://inseefrlab.github.io/onyxia

cat << EOF > ./onyxia-values.yaml
ingress:
  enabled: true
  hosts:
    - host: onyxia.my-domain.net
EOF

helm install onyxia onyxia/onyxia -f onyxia-values.yaml

# Navigate to https://onyxia.my-domain.net

Whether you are a Kubernetes veteran or a beginner with cloud technologies, this guide aims to guide you through the instantiation and configuration of an Onyxia instance with it's full range of features enabled. Let's dive right in! 🤿

First let's make sure we have a suitable deployment environement to work with!

1. Autolaunch Feature

The autolaunch feature empowers you to create HTTP links that automatically deploy an environment. This is an invaluable tool for initiating trainings effortlessly. However, exercise caution while using it as it could pose a security risk to the user. Consider disabling this feature if it doesn't suit your requirements or if security is a primary concern.

Disable Autolaunch

2. Group Feature

Onyxia is primarily designed to allocate resources such as a namespace and an S3 bucket to an individual user for work purposes. Additionally, it incorporates a feature that allows multiple users to share access to the same resources within a project. While this can be extremely beneficial for collaboration, be aware that it might be exploited by a malicious user within the group to leverage the privileges of another project member. Always monitor shared resources and maintain proper user access control to prevent such security breaches.

The user interface of onyxia enables to create projects for groups of Onyxia users.

Users will be able to dynamically switch from one project to another using a select input in the header.

This select doesn't appear when the user isn't in any group project.

All users of a group project share:

• The Kubernetes namespace, in "My Services" you can see everything that's running, including services launched by other person of the group.

• Project settings. If a user change a project setting, it affects every member of the group.

• Secrets

• S3 Bucket (or an S3 subpath)

As of today, new group can only be created by Onyxia instance administrator, on demand and the procedure to create group is not publicly documented yet because we're still actively working on it. However, if you want to enable this feature for your users, reach us, we will guide you through it!

You can find extra information on how to use Onyxia as a datascientist by checking out the community website of the french statistician workforce. It's in french though.

Want to share something you've done with Onyxia? You can click on "edit this page on GitHub" and submit a pull request!

Want to know what we are up to?

Checkup our Milestones on GitHub:

Do not hesitate to vote or comment on the issues that are the most important to you. We prioritarize our work based on comunity feedback!

Or you can ask us on Slack, we're very prompt to respond!

This is the documentation for InseeFrLab/onyxia -> web/.

git clone https://github.com/InseeFrLab/onyxia
cd onyxia/web

yarn install

# To start the app locally
yarn dev

# If you want to test against your own Onyxia instance edit the .env.local.yaml
# file (created automatically the first time you run `yarn dev`)

You have a video here where we guide you through the setup of the dev environnement:

Onyxia uses to obtain S3 tokens on behalf of your users. We support any S3 storage compatible with this API. In this context, we are using , which is compatible with the Amazon S3 storage service and we demonstrate how to integrate it with Keycloak.

Creating the 'minio' Keycloak client

Before configuring MinIO, let's create a new Keycloak client (from the previous existing "datalab" realm).

Deploying MinIO

Before deploying MinIO on the cluster let's set, in the MinIO configuration file, the OIDC client secret we have copied in the previous step.

Once you've done that you can deploy MinIO!

Creating the 'onyxia-minio' Keycloak client

Before configuring the onyxia region to create tokens we should go back to Keycloak and create a new client to enable onyxia-web to request token for MinIO. This client is a little bit more complex than other if you want to manage durations (here 7 days) and this client should have a claim name policy and with a value of stsonly according to our last deployment of MinIO.

Updating the Onyxia configuration

Now let's update our Onyxia configuration to let it know that there is now a S3 server available on the cluster.

Diff of the changes applied to the Onyxia configuration:

Congratulation, all the S3 related features of Onyxia are now enabled in your instance! Now if you navigate to your Onyxia instance you should have My Files in the left menu.

Next step in the installation process is to setup Vault to provide a way to your user so store secret and also to provide something that Onyxia can use as a persistance layer for user configurations.

In this release, the Onyxia S3 integration has been completely revamped!

This is the DIFF you have to apply to your Onyxia configuration assuming you have a typical MinIO integration configured:

The only breaking change in this release is the split of Onyxia service account into two separate service accounts : one for the API (which usually requires high permission to deploy services) and one for the WEB pod (qui usually should not have any permissions tied to it). Due to this change, the global serviceAccount values key was duplicated in both web.serviceAccount and api.serviceAccount. See:

and

Example of change :

Onyxia-web use vault as a storage for two kinds of secrets : 1. secrets or information generate by Onyxia to store differents values (ui preferences for example) 2. user secrets Vault must be configured with JWT or OIDC authentification methods.

As vault needs to be initialized with a master key, it can't be directly configured with all parameters such as oidc or access policies and roles. So first step we create a vault with dev mode (do not use this in production and do your initialization with any of the recommanded configuration : shamir, gcp, another vault)

helm repo add hashicorp https://helm.releases.hashicorp.com
 
DOMAIN=my-domain.net

cat << EOF > ./vault-values.yaml
server:
  dev:
    enabled: true
    # Set VAULT_DEV_ROOT_TOKEN_ID value
    devRootToken: "root"
  ingress:
    enabled: true
    annotations:
      kubernetes.io/ingress.class: nginx
    hosts:
      - host: "vault.lab.$DOMAIN"
    tls:
      - hosts:
          - vault.lab.$DOMAIN
EOF

helm install vault hashicorp/vault -f vault-values.yaml

Create a client called "vault"

1. Root URL: https://vault.lab.my-domain.net/

2. Valid redirect URIs: https://vault.lab.my-domain.net/*

3. Web origins: *

TODO; Refer to the legacy documentation.

Onyxia v9 allows administrators to define custom JSON schemas, allowing them to override the default schemas provided by the chart. Prior to this change, Onyxia relied on providing default values for specific keys in the region configuration : defaultConfiguration.

Chart owners can now define which properties can be overridden using a JSON Schema.

Here is an example of a Chart that supports JSONSchemas (taken from the default IDE catalog, see this link) :

"nodeSelector": {
      "type": "object",
      "description": "NodeSelector",
      "default": {},
      "x-onyxia": {
          "hidden": false,
          "overwriteDefaultWith": "region.nodeSelector",
          "overwriteSchemaWith": "nodeSelector.json"
      }
    }

The overwriteDefaultWith attribute was the old method for overriding, instructing Onyxia to use the "defaultConfiguration" from the Region. This method is no longer supported in v9, though it can still be used for catalog compatibility with v8.

In v9, overwriteDefaultWith has been replaced by overwriteSchemaWith, which offers more flexibility due to the capabilities of JSON Schemas. Default schemas are bundled with Onyxia-API and will be used if no override is provided. You can find these default schemas here: Onyxia-API Schemas.

To override a schema, use the new schemas key from the v9 Helm chart and provide the list of schemas you want to override. For more details, refer to the documentation: Onyxia v9 Catalog.

We can proceed with manually installing various services via Helm to set up the datalab. However, it's more convenient and reproducible to maintain a Git repository that outlines the required services that we need for our datalab, allowing ArgoCD to handle the deployment for us.

To clarify, using ArgoCD is merely an approach that we recommend, but it is by no means a requirement. Feel free to manually helm install the different services using the values.yaml from InseeFrLab/onyxia-ops!

Let's install ArgoCD on the our cluster.

DOMAIN=my-domain.net

cat << EOF > ./argocd-values.yaml
server:
  extraArgs:
    - --insecure
  ingress:
    #ingressClassName: nginx
    enabled: true
    hostname: argocd.lab.$DOMAIN
    extraTls:
      - hosts:
          - argocd.lab.$DOMAIN
EOF

helm install argocd argo-cd \
  --repo https://argoproj.github.io/argo-helm \
  --version 6.0.9 \
  -f ./argocd-values.yaml

Now you have to get the password that have been automatically generated to protect ArgoCD's admin console. Allow some time for ArgoCD to strart, you can follow the progress by running kubectl get pods and making sure that all pod are ready 1/1. After that running this command will print the password:

kubectl get secret argocd-initial-admin-secret \
  -o jsonpath="{.data.password}" | base64 -d

You can now login to https://argocd.lab.my-domain.net using:

• username: admin

• password: <the output of the previous command (without the % at the end)>

Now that we have an ArgoCD we want to connect it to a Git repository that will describe what services we want to be running on our cluster.

Let's fork the onyxia-ops GitHub repo and use it to deploy an Onyxia instance!

At this point you should have a very bare bone Onyxia instance that you can use to launch services.

What's great, is that now, if you want to update the configuration of your Onyxia instance you only have to commit the change to your GitOps repo, ArgoCD will takes charge of restarting the service for you with the new configuration. To put that to the test try to modify your Onyxia configuration by setting up a global alert that will be shown as a banner to all users!

 onyxia:
   ingress:
     enabled: true
     hosts:
       - host: datalab.demo-domain.ovh
   web:
     env:
+      GLOBAL_ALERT: |
+       {
+         severity: "success",
+         message: {
+           en: "A **big** announcement! [Check it out](https://example.com)!",
+           fr: "Une annonce **importante**! [Regardez](https://example.com)!"
+         }
+       }
   api:
     regions: [...]

After a few seconds, if you reload https://datalab.my-domain.net you should see the message!

Next step is to see how to enable your user to authenticate themselvs to your datalab!

First you'll need a Kubernetes cluster. If you have one already you can skip and directly go to the Onyxia instalation section.

kubectl apply -f https://raw.githubusercontent.com/kubernetes/ingress-nginx/controller-v1.2.0/deploy/static/provider/aws/deploy.yaml

kubectl get services -n ingress-nginx

datalab.my-domain.net CNAME xxx.elb.eu-west-1.amazonaws.com. 
*.lab.my-domain.net   CNAME xxx.elb.eu-west-1.amazonaws.com. 

brew install certbot #On Mac, lookup how to install certbot for your OS

#Because we need a wildcard certificate we have to complete the DNS callange.  
sudo certbot certonly --manual --preferred-challenges dns

# When asked for the domains you wish to optains a certificate for enter:
#   datalab.my-domain.net *.lab.my-domain.net

DOMAIN=my-domain.net
sudo kubectl create secret tls onyxia-tls \
    -n ingress-nginx \
    --key /etc/letsencrypt/live/datalab.$DOMAIN/privkey.pem \
    --cert /etc/letsencrypt/live/datalab.$DOMAIN/fullchain.pem

kubectl edit deployment ingress-nginx-controller -n ingress-nginx

      - --default-ssl-certificate=ingress-nginx/onyxia-tls
      - --watch-ingress-without-class

datalab.my-domain.net A <YOUR_IP>
*.lab.my-domain.net   A <YOUR_IP>

datalab.my-domain.net CNAME jhon-doe-home.ddns.net.
*.lab.my-domain.net   CNAME jhon-doe-home.ddnc.net.

brew install certbot #On Mac, lookup how to install certbot for your OS

# Because we need a wildcard certificate we have to complete the DNS callange.  
sudo certbot certonly --manual --preferred-challenges dns

# When asked for the domains you wish to optains a certificate for enter:
#   datalab.my-domain.net *.lab.my-domain.net

# First let's make sure we connect to our local Kube cluser
kubectl config use-context docker-desktop

kubectl create namespace ingress-nginx
DOMAIN=my-domain.net
sudo kubectl create secret tls onyxia-tls \
    -n ingress-nginx \
    --key /etc/letsencrypt/live/datalab.$DOMAIN/privkey.pem \
    --cert /etc/letsencrypt/live/datalab.$DOMAIN/fullchain.pem

cat << EOF > ./ingress-nginx-values.yaml
controller:
  extraArgs:
    default-ssl-certificate: "ingress-nginx/onyxia-tls"
  watchIngressWithoutClass: true
EOF

helm install ingress-nginx ingress-nginx \
    --repo https://kubernetes.github.io/ingress-nginx \
    --version 4.9.1 \
    --namespace ingress-nginx \
    -f ./ingress-nginx-values.yaml

Now that we have a Kubernetes cluster ready to use let's levrage ArgoCD and GitOps practices to deploy and monitor the core services of our Onyxia Datalab.

This is the documentation for InseeFrLab/onyxia -> api/.

It's the part of the App that runs in the clusters. It handles the things that can't be done directly from the frontend.

In this video, we guide you through setting up your development environment in Onyxia. We demonstrate how to automatically clone your Git repository, install any missing dependencies, and open a port for your development server.

You can also find initialization scripts of interactive services here.

The primary breaking change in this release pertains to Keycloak configuration. With this update, you're no longer limited to using Keycloak; any OIDC-compliant identity provider is now supported. To accommodate this new feature, you'll need to make some adjustments to the configuration of your Onyxia instance.

The Onyxia team maintain a catalog of training and tutorials with several practical exercices that can be performed on an Onyxia instance!

Let's setup Keycloak to enable users to create account and login to our Onyxia.

Deploying Keycloak

We're going to install Keycloak just like we installed Onyxia.

Before anything open apps/keycloak/values.yaml in your onyxia-ops repo and change the passwords. Also write down the keycloak.auth.adminPassword, you'll need it to connect to the Keycloak console.

Configuring Keycloak

You can now login to the administration console of https://auth.lab.my-domain.net/auth/ and login using username: keycloak and password: <the one you've wrote down earlier>.

1. Create a realm called "datalab" (or something else), go to Realm settings

   1. On the tab General

      1. User Profile Enabled: On

   2. On the tab login

      1. User registration: On

      2. Forgot password: On

      3. Remember me: On

   3. On the tab email, we give an example with AWS SES, if you don't have a SMTP server at hand you can skip this by going to Authentication (on the left panel) -> Tab Required Actions -> Uncheck "set as default action" Verify Email. Be aware that with email verification disable, anyone will be able to sign up to your service.

      1. From: [email protected]

      2. Host: email-smtp.us-east-2.amazonaws.com

      3. Port: 465

      4. Authentication: enabled

      5. Username: **************

      6. Password: ***************************************

      7. When clicking "save" you'll be asked for a test email, you have to provide one that correspond to a pre-existing user or you will get a silent error and the credentials won't be saved.

   4. On the tab Themes

      1. Login theme: onyxia-web (you can also select the login theme on a per client basis)

      2. Email theme: onyxia-web

   5. On the tab Localization

      1. Internationalization: Enabled

      2. Supported locales: <Select the languages you wish to support>

   6. On the tab Session.

      1. SSO Session Idle: 14 days

      2. SSO Session Max: 14 days

      3. SSO Session Idle Remember Me: 14 days

      4. SSO Session Max Remember Me: 14 days

2. Create a client with client ID "onyxia"

   1. Root URL: https://datalab.my-domain.net/

   2. Valid redirect URIs: https://datalab.my-domain.net/*

   3. Web origins: *

   4. Login theme: onyxia-web

3. In Authentication (on the left panel) -> Tab Required Actions enable and set as default action Therms and Conditions.

Now you want to ensure that the username chosen by your users complies with Onyxia requirement (only alphanumerical characters) and define a list of email domain allowed to register to your service.

Go to Realm Settings (on the left panel) -> Tab User Profile (this tab shows up only if User Profile is enabled in the General tab and you can enable user profile only if you have started Keycloak with -Dkeycloak.profile=preview) -> JSON Editor.

Now you can edit the file as suggested in the following DIFF snippet. Be mindful that in this example we only allow emails @gmail.com and @hotmail.com to register you want to edit that.

{
  "attributes": [
    {
      "name": "username",
      "displayName": "${username}",
      "validations": {
        "length": {
          "min": 3,
          "max": 255
        },
+       "pattern": {
+         "error-message": "${lowerCaseAlphanumericalCharsOnly}",
+         "pattern": "^[a-z0-9]*$"
+       },
        "username-prohibited-characters": {}
      }
    },
    {
      "name": "email",
      "displayName": "${email}",
      "validations": {
        "email": {},
+       "pattern": {
+         "pattern": "^[^@]+@([^.]+\\.)*((gmail\\.com)|(hotmail\\.com))$"
+       },
        "length": {
          "max": 255
        }
      }
    },
...

Now our Keycloak server is fully configured we just need to update our Onyxia deployment to let it know about it.

Updating the Onyxia configuration

In your GitOps repo you now want to update your onyxia configuration.

git clone https://github.com/<your-github-org>/onyxia-ops
cd onyxia-ops
cd apps/onyxia
mv values-keycloak-enabled.yaml values.yaml
git commit -am "Enable keycloak"
git push

Here is the DIFF of the onyxia configuration:

Now your users should be able to create account, log-in, and start services on their own Kubernetes namespace.

Next step in the installation proccess it to enable all the S3 related features of Onyxia:

Main rules

• src/ui contains the React application, it's the UI of the app.

• src/core contains the 🧠 of the app.

  • Nothing in the src/core directory should relate to React. A concept like react hooks for example is out of scope for the src/core directory.

  • src/core should never import anything from src/ui, even types.

  • It should be possible for example to port onyxia-web to Vue.js or React Native without changing anything to the src/core directory.

  • The goal of src/core is to expose an API that serves the UI.

  • The API exposed should be reactive. We should not expose to the UI functions that returns promises, instead, the functions we expose should update states and the UI should react to these states updates.

Architecture

• Whenever we need to interact with the infrastructure we define a port in src/core/port. A port is only a type definition. In our case the infrastructure is: the Keycloak server, the Vault server, the Minio server and a Kubernetes API (Onyxia-API).

• In src/core/adapters are the implementations of the ports. For each port we should have at least two implementations, a dummy and a real one. It enabled the app to still run, be it in degraded mode, if one piece of the infrastructure is missing. Say we don’t have a Vault server we should still be able to launch containers.

• In src/lib/usecases we expose APIs for the UI to consume.

The following framework is the backbone of onyxia-web, if you can familiarize yourself with it it will make working with onyxia-web much easyer.

In practice

Let's say we want to create a new page in onyxia-web where users can type in a repo name and get the current number of stars the repo has on GitHub.

const { isUserLoggedIn } = useCoreState(state => state.userAuthentication);

const { userAuthenticationThunks } = useThunks();
const isUserLoggedIn = userAuthenticationThunks.getIsUserLoggedIn();

Now let's say we want the search to be restricted to a given GitHub organization. (Example: InseeFrLab.) The GitHub organization should be specified as an environment variable by the person in charge of deploying Onyxia. e.g.:

  web:
    env:
      MINIO_URL: https://minio.lab.sspcloud.fr
      VAULT_URL: https://vault.lab.sspcloud.fr
      OIDC_URL: https://auth.lab.sspcloud.fr/auth
      OIDC_REALM: sspcloud
      TITLE: SSP Cloud
      ORG_NAME: InseeFrLab #<==========
      

If no ORG_NAME is provided by the administrator, the app should always show 999 stars for any repo name queried.

Another example: Recording user's GitLab token

Currently users can save their GitHub Personal access token in their Onyxia account but not yet their GitLab token. Let's see how we would implement that.

How to deal with project switching

The easy action to take when the user selects another project is to simply reload the page (windows.location.reload()). We want to avoid doing this to enable what we call "hot projet swiping":

To implement this behavior you have to leverage the evtAction middleware from clean-redux. It enabled to register functions to be run when certain actions are dispatched.

The full documentation of the available parameter can be found here:

Note that your custom assets are imported into your Onyxia instance via the use of the CUSTOM_RESOURCES parameter, url of a ZIP archive that should contain your assets. An example is given at the top of the file.

Make sure to checkout the version of this document that matches the Onyxia version that you are deploying. .

Default looks

Here are two base look that you can use a starting point of your configuration.

France

👉

Ultraviolet

👉

Previously, the Helm chart of Onyxia was hosted on the inseefrlab/helm-charts repo and has now been moved to inseefrlab/onyxia. As a result you would now install Onyxia like this:

-helm repo add inseefrlab https://inseefrlab.github.io/helm-charts
+helm repo add onyxia https://inseefrlab.github.io/onyxia

-helm install onyxia inseefrlab/helm-charts
+helm install onyxia onyxia/onyxia

In the following we assume the current version of Onyxia is 4.1.4 but you are encorging to use the latest version instead. See releases.

If you use ArgoCD for deploying onyxia:

 apiVersion: v2
 name: onyxia
 version: 1.0.0
 dependencies:
   - name: onyxia
-    version: 4.1.0
+    version: 4.1.4
-    repository: https://inseefrlab.github.io/helm-charts/
+    repository: https://inseefrlab.github.io/onyxia/

You no longer need to manually manage the version of onyxia-web and onyxia-api, now, if you want to update Onyxia, you just update the chart version number.

helm repo add onyxia https://inseefrlab.github.io/onyxia

DOMAIN=my-domain.net

cat << EOF > ./onyxia-values.yaml
# ...
web:
  image:
-   tag: 2.29.4
api:
  image:
-   tag: v0.32   
# ...
EOF

helm install onyxia onyxia/onyxia -f onyxia-values.yaml

For the Keycloak theme, the version is now synchronized with the Onyxia version.

helm repo add codecentric https://codecentric.github.io/helm-charts

cat << EOF > ./keycloak-values.yaml
# ... See https://docs.onyxia.sh/#enabling-user-authentication
extraInitContainers: |
  - name: realm-ext-provider
    image: curlimages/curl
    imagePullPolicy: IfNotPresent
    command:
      - sh
    args:
      - -c
      - |
-       curl -L -f -S -o /extensions/onyxia.jar https://github.com/InseeFrLab/onyxia/releases/download/v2.29.4/keycloak-theme.jar
+       curl -L -f -S -o /extensions/onyxia.jar https://github.com/InseeFrLab/onyxia/releases/download/v4.1.4/keycloak-theme.jar
    volumeMounts:
      - name: extensions
        mountPath: /extensions
extraVolumeMounts: |
  - name: extensions
    mountPath: /opt/jboss/keycloak/standalone/deployments
extraVolumes: |
  - name: extensions
    emptyDir: {}
# ...
EOF

helm install keycloak codecentric/keycloak -f keycloak-values.yaml

Also note that, the theme will now appear as "onyxia" in the dropdown. Previously it was "onyxia-web"

There are 3 main components accessible on the onyxia web interface :

• catalogs and services launched by the users (Kubernetes access)

• a file browser (S3 access)

• secret browser (Vault access)

Start a service

Following is a documentation Onyxia when configured with the default service catalogs :

This collection of charts help users to launch many IDE with various binary stacks (python , R) with or without GPU support. Docker images are built here and help us to give a homogeneous stack.

This collection of charts help users to launch many databases system. Most of them are based on bitnami/charts.

This collection of charts help users to start automation tools for their datascience activity.

This collection of charts helps users to launch tools to visualize and share data insights.

Users can edit various parameters. Onyxia do some assertion based on the charts values schema and the configuration on the instance. For example some identity token can be injected by default (because Onyxia connect users to many APIs).

After launching a service, notes are shown to the user. He can retrieve those notes on the README button. Charts administrator should explain how to connect to the services (url , account) and what happens on deletion.

Now you want to learn how to setup your devloppement environement for day to day usage:

File browser

Users can manage their files on S3. There is no support for rename in S3 so don't be surprise. Onyxia is educational. Any action on the S3 browser in the UI is written in a console with a cli.

User can do the following S3 actions :

• download files

• upload files

• delete files

Of course, in our default catalags there are all the necessary tools to connect to S3.

Our advice is to never download file to your container but directly ingest in memory the data.

Secret browser

Users can mange their secrets on Vault. There is also a cli console.

Onyxia use only a key value v2 secret engine in Vault. Users can store some secrets there and inject them in their services if configured by the helm chart.

Of course, in our default catalags there are all the necessary tools to connect to Vault.

In this major version a lot of the parameters of the webapp have been updated/refined. Here is the changes you need to apply to your values.json to migrate smoothly.

The THEME_ID parameter has been removed.

Onyxia is now fully customizable instead of just letting you pick within a handful of predefined themes.

If you where using the france theme:

If you where using the ultraviolet theme:

If you where using the verdant theme:

Header parameters

Links in the header and the left bar

In addition to the parameter EXTRA_LEFTBAR_ITEMS having being renamed to LEFTBAR_LINKS the iconId property has been renamed icon and you can now use any icon from or even provide your own icons. Please refer to .

Assets must now be bundled

You must now bundle your assets such as the terms of services inside your onyxia instance. The newer version of Onyxia won't fetch resource from arbitrary URLs. See CUSTOM_RESOURCES in .

Keycloak Theme

If you are using the Onyxia Keycloak theme and your instance is public you might want to fill up the ONYXIA_ prefixed environement variable in your Keycloak envs. See .

To find your way in Onyxia, the best approach is to start by getting a surface-level understanding of the libraries that are leveraged in the project.

tsafe 🐔

We also heavily rely on . It's a collection of utilities that help write cleaner TypeScript code. It is crutial to understand at least , , and to be able to contribute on the codebase.

For working on what the end user 👁

Anything contained in the directory.

Onyxia-UI 🐔

The UI toolkit used in the project, you can find the setup of in onyxia-web here: .

integration

is fully compatible with .

Onyxia-UI offers but you can also use components in the project, their aspect will automatically be adapted to blend in with the theme.

🔡 Linking onyxia-ui in onyxia-web

To release a new version of . You just need to bump the and push. will automate publish .

If you want to test some changes made to onyxia-ui in onyxia-web before releasing a new version of onyxia-ui to NPM you can link locally onyxia-ui in onyxia-web.

Now you can make changes in ~/github/onyxia/ui/and see the live updates.

If you want to install/update some dependencies, you must remove the node_modules, do you updates, then link again.

tss-react 🐔

The library we use for styling.

Rules of thumbs when it comes to styling:

• Every component should acceptprop it should always .

• A component should not size or position itself. It should always be the responsibility of the parent component to do it. In other words, you should never have height, width, top, left, right, bottom or margin in of your components.

• You should never have a color or a dimension hardcoded elsewhere than in . Use theme.spacing() (, , ) and .

screen-scaler 🐔

Onyxia is mostly used on desktop computer screens. It's not worth the effort to create a fully flege responsive design for the UI. screen-scaler enables us to design for a sigle canonical screen size. The library take charge of scaling/shrinking the image. depending on the real size of the screen. It also asks to rotate the screen when the app is rendered in protrait mode.

Storybook

It enables us to test the graphical components in isolation. .

To launch Storybook locally run the following command:

vite-envs 🐔

We need to be able to do:

Then, somehow, access OIDC_URL in the code like process.env["OIDC_URL"].

In theory it shouldn't be possible, onyxia-web is an SPA, it is just static JS/CSS/HTML. If we want to bundle values in the code, we should have to recompile. But this is where comes into play.

It enables to run onyxia-web again a specific infrastructure while keeping the app docker image generic.

Checkout :

• All the accepted environment variables are defined here: . They are all prefixed with REACT_APP_ to be compatible . Default values are defined in this file.

• Only in development (yarn start) is also loaded and have priority over .env

• Then, in the code the variable can be accessed .

powerhooks 🐔

It's a collection general purpose react hooks. Let's document the few use cases you absolutely need to understand:

Avoiding useless re-render of Components

For the sake of performance we enforce that every component be wrapped into . It makes that a component only re-render if one of their prop has changed.

However if you use inline functions or as callbacks props your components will re-render every time anyway:

We always use for callback props. And for callback prop in lists.

Measuring Components

It is very handy to be able to get the height and the width of components dynamically. It prevents from having to hardcode dimension when we don’t need to. For that we use ``

Keycloakify 🐔

It's a build tool that enables to implement the login and register pages that users see when they are redirected to Keycloak for authentication.

If the app is being run on Keycloak the isn't undefined and it means shat we should render the login/register pages.

If you want to test, uncomment and run yarn start. You can also test the login pages in a local keycloak container by running yarn keycloak. All the instructions will be printed on the console.

The keycloak-theme.jar file is automatically and by the CI.

type-routes

The library we use for routing. It's like but type safe.

i18nifty 🐔

For internalization and translation.

Vite

For working on 🧠 of the App

Anything contained in the directory.

clean-architecture 🐔

The framework used to implement strict separation of concern betwen the UI and the Core and high modularity of the code.

There is for helping you understand the clean architecture framework.

oidc-spa 🐔

For everything related to user authentication.

EVT 🐔

EVT is an event management library (like is).

A lot of the things we do is powered under the hood by EVT. You don't need to know EVT to work on onyxia-web however, in order to demystify the parts of the codes that involve it, here are the key ideas to take away:

• If we need to perform particular actions when a value gets changed, we use.

• We use Ctxto detaches event handlers when we no longer need them. (See line 108 on )

• In React, we use the hook to work with DOM events.

Every Onyxia instance may or may not have it's own catalog. There are four default catalogs :

This collection of charts helps users to launch many IDE with various binary stacks (python , R) with or without GPU support. Docker images are built here and help us to give a homogeneous stack.

This collection of charts helps users to launch many databases system. Most of them are based on bitnami/charts.

This collection of charts helps users to start automation tools for their datascience activity.

This collection of charts helps users to launch tools to visualize and share data insights.

You can always find the source of the catalog by clicking on the "contribute to the... " link.

If you take this other instance, it has only one catalog, helm-charts-sill.

Using your own catalogs (helm charts repositories)

If you do not specify catalogs in your onyxia/values.yaml, these are the ones that are used by default: See file.

To configure your onyxia instance to use your own custom helm repositories as onyxia catalogs you need to use the onyxia configuration onyxia.api.catalogs. Let's say we're NASA and we want to have an "Areospace services" catalog on our onyxia instance. Our onyxia configuration would look a bit like this:

onyxia:
  web:
    # ...
  api:
    # ...
    catalogs: [
      {
        type: "helm",
        id: "aerospace",
        # The url of the Helm chart repository
        location: "https://myorg.github.io/helm-charts-aerospace/",
        # Display under the search bar as selection tab:
        # https://github.com/InseeFrLab/onyxia/assets/6702424/a7247c7d-b0be-48db-893b-20c9352fdb94
        name: { 
          en: "Aerospace services",
          fr: "Services aérospatiaux"
          # ... other languages your instance supports
        },
        # Optional. Defines the chart that should appear first
        highlightedCharts: ["jupyter-artemis", "rstudio-dragonfly"],
        # Optional. Defines the chart that should be excluded
        excludedCharts: ["a-vendor-locking-chart"],
        # Optional, If defined, displayed in the header of the catalog page:
        # https://github.com/InseeFrLab/onyxia/assets/6702424/57e32f44-b889-41b2-b0c7-727c35b07650
        # Is rendered as Markdown
        description: { 
          en: "A catalog of services for aerospace engineers",
          fr: "Un catalogue de services pour les ingénieurs aérospatiaux"
          # ...
        },
        # Can be "PROD" or "TEST". If test the catalogs will be accessible if you type the url in the search bar
        # but you won't have a tab to select it.
        status": "PROD",
        # Optional. If true the certificate verification for `${location}/index.yaml` will be skipped.
        skipTlsVerify: false,
        # Optional. certificate authority file to use for the TLS verification
        caFile: "/path/to/ca.crt",
        # Optional: Enables you to a specific group of users.
        # You can match any claim in the JWT token.  
        # If the claim's value is an array, it match if one of the value is the one you specified.
        # The match property can also be a regex.
        restrictions: [
          {
            userAttribute: {
              key: "groups",
              matches: "nasa-engineers"
            }
          }
        ]
      },
       # { ... } another catalog
    ]

Customizing your helm charts for Onyxia

In Onyxia we use the values.schema.json file to know what options should be displayed to the user at the service configuration step and what default value Onyxia should inject.

[x-onyxia] overwriteDefaultWith

Let's consider a sample of the values.schema.json of the InseeFrLab/helm-charts-interactive-services' Jupyter chart:

"git": {
    "description": "Git user configuration",
    "type": "object",
    "properties": {
        "enabled": {
            "type": "boolean",
            "description": "Add git config inside your environment",
            "default": true
        },
        "name": {
            "type": "string",
            "description": "user name for git",
            "default": "",
            "x-onyxia": {
                "overwriteDefaultWith": "git.name"
            },
            "hidden": {
                "value": false,
                "path": "git/enabled"
            }
        },
        "email": {
            "type": "string",
            "description": "user email for git",
            "default": "",
            "x-onyxia": {
                "overwriteDefaultWith": "git.email"
            },
            "hidden": {
                "value": false,
                "path": "git/enabled"
            }
        },
        "cache": {
            "type": "string",
            "description": "duration in seconds of the credentials cache duration",
            "default": "",
            "x-onyxia": {
                "overwriteDefaultWith": "git.credentials_cache_duration"
            },
            "hidden": {
                "value": false,
                "path": "git/enabled"
            }
        },
        "token": {
            "type": "string",
            "description": "personal access token",
            "default": "",
            "x-onyxia": {
                "overwriteDefaultWith": "git.token"
            },
            "hidden": {
                "value": false,
                "path": "git/enabled"
            }
        },
        "repository": {
            "type": "string",
            "description": "Repository url",
            "default": "",
            "hidden": {
                "value": false,
                "path": "git/enabled"
            }
        },
        "branch": {
            "type": "string",
            "description": "Brach automatically checkout",
            "default": "",
            "hidden": {
                "value": "",
                "path": "git/repository"
            }
        }
    }
},

And it translates into this:

Note the "git.name", "git.email" and "git.token", this enables onyxia-web to pre fill the fields.

If the user took the time to fill its profile information, onyxia-web knows what is the Git username, email and personal access token of the user.

Here is defined the structure of the context that you can use in the overwriteDefaultWith field:

export type XOnyxiaParams = {
    /**
     * This is where you can reference values from the onyxia context so that they
     * are dynamically injected by the Onyxia launcher.
     *
     * Examples:
     * "overwriteDefaultWith": "user.email" ( You can also write "{{user.email}}" it's equivalent )
     * "overwriteDefaultWith": "{{project.id}}-{{k8s.randomSubdomain}}.{{k8s.domain}}"
     * "overwriteDefaultWith": [ "a hardcoded value", "some other hardcoded value", "{{region.oauth2.clientId}}" ]
     * "overwriteDefaultWith": { "foo": "bar", "bar": "{{region.oauth2.clientId}}" }
     *
     */
    overwriteDefaultWith?:
        | string
        | number
        | boolean
        | unknown[]
        | Record<string, unknown>;
    overwriteListEnumWith?: unknown[] | string;
    hidden?: boolean;
    readonly?: boolean;
    useRegionSliderConfig?: string;
};

export type XOnyxiaContext = {
    user: {
        idep: string;
        name: string;
        email: string;
        password: string;
        ip: string;
        darkMode: boolean;
        lang: "en" | "fr" | "zh-CN" | "no" | "fi" | "nl" | "it" | "es" | "de";
        /**
         * Decoded JWT OIDC ID token of the user launching the service.
         *
         * Sample value:
         * {
         *   "sub": "9000ffa3-5fb8-45b5-88e4-e2e869ba3cfa",
         *   "name": "Joseph Garrone",
         *   "aud": ["onyxia", "minio-datanode"],
         *   "groups": [
         *       "USER_ONYXIA",
         *       "codegouv",
         *       "onyxia",
         *       "sspcloud-admin",
         *   ],
         *   "preferred_username": "jgarrone",
         *   "given_name": "Joseph",
         *   "locale": "en",
         *   "family_name": "Garrone",
         *   "email": "[email protected]",
         *   "policy": "stsonly",
         *   "typ": "ID",
         *   "azp": "onyxia",
         *   "email_verified": true,
         *   "realm_access": {
         *       "roles": ["offline_access", "uma_authorization", "default-roles-sspcloud"]
         *   }
         * }
         */
        decodedIdToken: Record<string, unknown>;
        accessToken: string;
        refreshToken: string;
    };
    service: {
        oneTimePassword: string;
    };
    project: {
        id: string;
        password: string;
        basic: string;
    };
    git: {
        name: string;
        email: string;
        credentials_cache_duration: number;
        token: string | undefined;
    };
    vault: {
        VAULT_ADDR: string;
        VAULT_TOKEN: string;
        VAULT_MOUNT: string;
        VAULT_TOP_DIR: string;
    };
    s3: {
        AWS_ACCESS_KEY_ID: string;
        AWS_SECRET_ACCESS_KEY: string;
        AWS_SESSION_TOKEN: string;
        AWS_DEFAULT_REGION: string;
        AWS_S3_ENDPOINT: string;
        AWS_BUCKET_NAME: string;
        port: number;
        pathStyleAccess: boolean;
        /**
         * The user is assumed to have read/write access on every
         * object starting with this prefix on the bucket
         **/
        objectNamePrefix: string;
        /**
         * Only for making it easier for charts editors.
         * <AWS_BUCKET_NAME>/<objectNamePrefix>
         * */
        workingDirectoryPath: string;
        /**
         * If true the bucket's (directory) should be accessible without any credentials.
         * In this case s3.AWS_ACCESS_KEY_ID, s3.AWS_SECRET_ACCESS_KEY and s3.AWS_SESSION_TOKEN
         * will be empty strings.
         */
        isAnonymous: boolean;
    };
    region: {
        defaultIpProtection: boolean | undefined;
        defaultNetworkPolicy: boolean | undefined;
        allowedURIPattern: string;
        customValues: Record<string, unknown> | undefined;
        kafka:
            | {
                  url: string;
                  topicName: string;
              }
            | undefined;
        tolerations: unknown[] | undefined;
        from: unknown[] | undefined;
        nodeSelector: Record<string, unknown> | undefined;
        startupProbe: Record<string, unknown> | undefined;
        sliders: Record<
            string,
            {
                sliderMin: number;
                sliderMax: number;
                sliderStep: number;
                sliderUnit: string;
            }
        >;
        resources:
            | {
                  cpuRequest?: `${number}${string}`;
                  cpuLimit?: `${number}${string}`;
                  memoryRequest?: `${number}${string}`;
                  memoryLimit?: `${number}${string}`;
                  disk?: `${number}${string}`;
                  gpu?: `${number}`;
              }
            | undefined;
    };
    k8s: {
        domain: string;
        ingressClassName: string | undefined;
        ingress: boolean | undefined;
        route: boolean | undefined;
        istio:
            | {
                  enabled: boolean;
                  gateways: string[];
              }
            | undefined;
        randomSubdomain: string;
        initScriptUrl: string;
        useCertManager: boolean;
        certManagerClusterIssuer: string | undefined;
    };
    proxyInjection:
        | {
              enabled: string | undefined;
              httpProxyUrl: string | undefined;
              httpsProxyUrl: string | undefined;
              noProxy: string | undefined;
          }
        | undefined;
    packageRepositoryInjection:
        | {
              cranProxyUrl: string | undefined;
              condaProxyUrl: string | undefined;
              packageManagerUrl: string | undefined;
              pypiProxyUrl: string | undefined;
          }
        | undefined;
    certificateAuthorityInjection:
        | {
              cacerts: string | undefined;
              pathToCaBundle: string | undefined;
          }
        | undefined;
};

You can also concatenate string values using by wrapping the XOnyxia targeted values in {{}}.

"hostname": {
  "type": "string",
  "form": true,
  "title": "Hostname",
  "x-onyxia": {
    "overwriteDefaultWith": "{{project.id}}-{{k8s.randomSubdomain}}.{{k8s.domain}}"
  }
}

[x-onyxia] overwriteListEnumWith

This is an option for customizing the options of the forms fields rendered as select.

In your values shema such a field would be defined like:

"pullPolicy": {
    "type": "string",
    "default": "IfNotPresent",
    "listEnum": [
        "IfNotPresent",
        "Always",
        "Never"
    ]
}

But what if you want to dynamically generate the option? For this you can use the overwriteListEnumWith x-onyxia option. For example if you need to let the user select one of the groups he belongs to you can write:

"group": {
  "type": "string",
  "default": "",
  "listEnum": [""],
  "x-onyxia": {
    "overwriteDefaultWith": "user.decodedIdToken.groups[0]",
    "overwriteListEnumWith": "user.decodedIdToken.groups"
  }
}

[x-onyxia] overwriteSchemaWith

Certain elements of a Helm chart should be customized for each instance of Onyxia, such as resource requests and limits, node selectors and tolerations. For this purpose, chart developers can use x-onyxia.overwriteSchemaWith to allow administrators to override specific parts of the schema. Our default charts use this specification.

"nodeSelector": {
    "type": "object",
    "description": "NodeSelector",
    "default": {},
    "x-onyxia": {
        "overwriteSchemaWith": "nodeSelector.json"
    }
}

You can see here the list of default schemas included in the Onyxia API. We also provide examples demonstrating how you can customize your services using our interactive services charts with the provided schemas.

The following node selector schema provided by Onyxia API is a generic definition, which may not provide the best experience for a specific Kubernetes cluster in Onyxia.

{
    "$schema": "http://json-schema.org/draft-07/schema#",
    "title": "Node Selector",
    "type": "object",
    "description": "Node selector constraints for the pod",
    "additionalProperties": {
      "type": "string",
      "description": "Key-value pairs to select nodes"
    }
}

As an administrator of Onyxia, you can provide your own schemas to refine and restrict the initial schemas provided in the Helm chart.

node selectors

You can provide this schema to allow your users to choose between SSD or HDD disk types, and A2 or H100 NVIDIA GPUs. Any other values or labels are disallowed, and Onyxia will reject starting a service that does not comply with the provided schema.

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "Node Selector",
  "type": "object",
  "properties": {
    "disktype": {
      "description": "The type of disk",
      "type": "string",
      "enum": ["ssd", "hdd"]
    },
    "gpu": {
      "description": "The type of GPU",
      "type": "string",
      "enum": ["A2", "H100"]
    }
  },
  "additionalProperties": false //any other label is disallowed
}

rolebindings for IDE pods

This is the default role for IDE pods in our charts. It is very permissive, and you may want to restrict it to view-only access.

{
    "$schema": "http://json-schema.org/draft-07/schema#",
    "title": "Role",
    "type": "object",
    "properties": {
        "enabled": {
            "type": "boolean",
            "description": "allow your service to access your namespace ressources",
            "default": true
        },
        "role": {
            "type": "string",
            "description": "bind your service account to this kubernetes default role",
            "default": "view",
            "enum": [
                "view",
                "edit",
                "admin"
            ]
        }
    }
}

Here is the refined version

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "Role",
  "type": "object",
  "properties": {
    "enabled": {
      "type": "boolean",
      "const": true,
      "description": "This value must always be true, allowing your service to access your namespace resources."
    },
    "role": {
      "type": "string",
      "const": "view",
      "description": "This value must always be 'view', binding your service account to this Kubernetes default role.",
    }
  }
}

resources for IDE

You may want to modify the slide bar for resources

{
    "$schema": "http://json-schema.org/draft-07/schema#",
    "title": "Resources",
    "description": "Your service will have at least the requested resources and never more than its limits. No limit for a resource and you can consume everything left on the host machine.",
    "type": "object",
    "properties": {
        "requests": {
            "description": "Guaranteed resources",
            "type": "object",
            "properties": {
                "cpu": {
                    "description": "The amount of cpu guaranteed",
                    "title": "CPU",
                    "type": "string",
                    "default": "100m",
                    "render": "slider",
                    "sliderMin": 50,
                    "sliderMax": 40000,
                    "sliderStep": 50,
                    "sliderUnit": "m",
                    "sliderExtremity": "down",
                    "sliderExtremitySemantic": "guaranteed",
                    "sliderRangeId": "cpu"
                },
                "memory": {
                    "description": "The amount of memory guaranteed",
                    "title": "memory",
                    "type": "string",
                    "default": "2Gi",
                    "render": "slider",
                    "sliderMin": 1,
                    "sliderMax": 200,
                    "sliderStep": 1,
                    "sliderUnit": "Gi",
                    "sliderExtremity": "down",
                    "sliderExtremitySemantic": "guaranteed",
                    "sliderRangeId": "memory"
                }
            }
        },
        "limits": {
            "description": "max resources",
            "type": "object",
            "properties": {
                "cpu": {
                    "description": "The maximum amount of cpu",
                    "title": "CPU",
                    "type": "string",
                    "default": "30000m",
                    "render": "slider",
                    "sliderMin": 50,
                    "sliderMax": 40000,
                    "sliderStep": 50,
                    "sliderUnit": "m",
                    "sliderExtremity": "up",
                    "sliderExtremitySemantic": "Maximum",
                    "sliderRangeId": "cpu"
                },
                "memory": {
                    "description": "The maximum amount of memory",
                    "title": "Memory",
                    "type": "string",
                    "default": "50Gi",
                    "render": "slider",
                    "sliderMin": 1,
                    "sliderMax": 200,
                    "sliderStep": 1,
                    "sliderUnit": "Gi",
                    "sliderExtremity": "up",
                    "sliderExtremitySemantic": "Maximum",
                    "sliderRangeId": "memory"
                }
            }
        }
    }
}

{
    "$schema": "http://json-schema.org/draft-07/schema#",
    "title": "Resources",
    "description": "Your service will have at least the requested resources and never more than its limits. No limit for a resource and you can consume everything left on the host machine.",
    "type": "object",
    "properties": {
        "requests": {
            "description": "Guaranteed resources",
            "type": "object",
            "properties": {
                "cpu": {
                    "description": "The amount of cpu guaranteed",
                    "title": "CPU",
                    "type": "string",
                    "default": "100m",
                    "render": "slider",
                    "sliderMin": 50,
                    "sliderMax": 10000,
                    "sliderStep": 50,
                    "sliderUnit": "m",
                    "sliderExtremity": "down",
                    "sliderExtremitySemantic": "guaranteed",
                    "sliderRangeId": "cpu"
                },
                "memory": {
                    "description": "The amount of memory guaranteed",
                    "title": "memory",
                    "type": "string",
                    "default": "2Gi",
                    "render": "slider",
                    "sliderMin": 1,
                    "sliderMax": 200,
                    "sliderStep": 1,
                    "sliderUnit": "Gi",
                    "sliderExtremity": "down",
                    "sliderExtremitySemantic": "guaranteed",
                    "sliderRangeId": "memory"
                }
            }
        },
        "limits": {
            "description": "max resources",
            "type": "object",
            "properties": {
                "cpu": {
                    "description": "The maximum amount of cpu",
                    "title": "CPU",
                    "type": "string",
                    "default": "5000m",
                    "render": "slider",
                    "sliderMin": 50,
                    "sliderMax": 10000,
                    "sliderStep": 50,
                    "sliderUnit": "m",
                    "sliderExtremity": "up",
                    "sliderExtremitySemantic": "Maximum",
                    "sliderRangeId": "cpu"
                },
                "memory": {
                    "description": "The maximum amount of memory",
                    "title": "Memory",
                    "type": "string",
                    "default": "50Gi",
                    "render": "slider",
                    "sliderMin": 1,
                    "sliderMax": 200,
                    "sliderStep": 1,
                    "sliderUnit": "Gi",
                    "sliderExtremity": "up",
                    "sliderExtremitySemantic": "Maximum",
                    "sliderRangeId": "memory"
                }
            }
        }
    }
}

How to overwrite a schema or create a new one ?

You can directly create file in the values of onyxia helm charts

onyxia:
  web:
    # ...
  api:
    # ...
    schemas:
      enabled: true
      files:
        - relativePath: ide/resources.json
          content: |
            {
                "$schema": "http://json-schema.org/draft-07/schema#",
                "title": "Resources",
                "description": "Your service will have at least the requested resources and never more than its limits. No limit for a resource and you can consume everything left on the host machine.",
                "type": "object",
                "properties": {
                    "requests": {
                        "description": "Guaranteed resources",
                        "type": "object",
                        "properties": {
                            "cpu": {
                                "description": "The amount of cpu guaranteed",
                                "title": "CPU",
                                "type": "string",
                                "default": "100m",
                                "render": "slider",
                                "sliderMin": 50,
                                "sliderMax": 10000,
                                "sliderStep": 50,
                                "sliderUnit": "m",
                                "sliderExtremity": "down",
                                "sliderExtremitySemantic": "guaranteed",
                                "sliderRangeId": "cpu"
                            },
                            "memory": {
                                "description": "The amount of memory guaranteed",
                                "title": "memory",
                                "type": "string",
                                "default": "2Gi",
                                "render": "slider",
                                "sliderMin": 1,
                                "sliderMax": 200,
                                "sliderStep": 1,
                                "sliderUnit": "Gi",
                                "sliderExtremity": "down",
                                "sliderExtremitySemantic": "guaranteed",
                                "sliderRangeId": "memory"
                            }
                        }
                    },
                    "limits": {
                        "description": "max resources",
                        "type": "object",
                        "properties": {
                            "cpu": {
                                "description": "The maximum amount of cpu",
                                "title": "CPU",
                                "type": "string",
                                "default": "5000m",
                                "render": "slider",
                                "sliderMin": 50,
                                "sliderMax": 10000,
                                "sliderStep": 50,
                                "sliderUnit": "m",
                                "sliderExtremity": "up",
                                "sliderExtremitySemantic": "Maximum",
                                "sliderRangeId": "cpu"
                            },
                            "memory": {
                                "description": "The maximum amount of memory",
                                "title": "Memory",
                                "type": "string",
                                "default": "50Gi",
                                "render": "slider",
                                "sliderMin": 1,
                                "sliderMax": 200,
                                "sliderStep": 1,
                                "sliderUnit": "Gi",
                                "sliderExtremity": "up",
                                "sliderExtremitySemantic": "Maximum",
                                "sliderRangeId": "memory"
                            }
                        }
                    }
                }
            }
        - relativePath: nodeSelector.json
          content: |
            {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "title": "Node Selector",
              "type": "object",
              "properties": {
                "disktype": {
                  "description": "The type of disk",
                  "type": "string",
                  "enum": ["ssd", "hdd"]
                },
                "gpu": {
                  "description": "The type of GPU",
                  "type": "string",
                  "enum": ["A2", "H100"]
                }
              },
              "additionalProperties": false
            }
        - relativePath: ide/role.json
          content: |
            {
              "$schema": "http://json-schema.org/draft-07/schema#",
              "title": "Role",
              "type": "object",
              "properties": {
                  "enabled": {
                      "type": "boolean",
                      "description": "allow your service to access your namespace ressources",
                      "default": true
                  },
                  "role": {
                      "type": "string",
                      "description": "bind your service account to this kubernetes default role",
                      "default": "view",
                      "hidden": {
                          "value": false,
                          "path": "kubernetes/enabled"
                      },
                      "enum": [
                          "view"
                      ]
                  }
              }
            }