Connect to your Kubeflow Dashboard
Port-forward (Manifest deployment)
Note: Make sure you are in the the root of the repository before running the following commands. Running pwd command should output
<path/to/kubeflow-manifests>
directory.
Option 1: Amazon EC2
Run the following command on your EC2 instance:
make port-forward
Then, on your local machine, run the following:
ssh -i <path-to-your-key-pem> -L 8080:localhost:8080 -N ubuntu@ec2-<Public-IPv4-DNS>.compute-1.amazonaws.com -o ExitOnForwardFailure=yes
You can then open the browser and go to http://localhost:8080/.
Option 2: Docker
Run the following command:
make port-forward IP_ADDRESS=0.0.0.0
You can then open the browser and go to http://localhost:8080/.
Option 3: AWS Cloud9
Connect to your Kubeflow dashboard with a single command:
make port-forward
Then, open the AWS Cloud9 browser and go to http://localhost:8080/.
Port-forward (Terraform deployment)
Note: Make sure you are in the the root of the repository before running the following commands. Running pwd command should output
<path/to/kubeflow-manifests>
directory.
-
Update the
kubeconfig
:$(terraform output -raw configure_kubectl)
Open the browser
You can then open the browser and go to http://localhost:8080/.
Log into the Kubeflow UI
Use the following default credentials to log into the Kubeflow UI:
Note: If you changed the default password using the steps in Change the default user password, then use the password that you created.
- email : user@example.com
- password : 12341234
Congratulations! 🎉 Your Kubeflow on AWS setup is complete
Exposing Kubeflow over Load Balancer (Optional)
In order to expose Kubeflow over an external address, you can set up AWS Application Load Balancer. Please take a look at the Load Balancer guide to set it up.
Change the default user password (Kustomize)
For security reasons, we do not recommend using the default password for the default Kubeflow user when installing in security-sensitive environments.
Define your own password before deploying. To define a password for the default user:
-
Pick a password for the default user, with email
user@example.com
, and hash it usingbcrypt
:python3 -c 'from passlib.hash import bcrypt; import getpass; print(bcrypt.using(rounds=12, ident="2y").hash(getpass.getpass()))'
-
Edit
upstream/common/dex/base/config-map.yaml
and fill the relevant field with the hash of the password you chose:... staticPasswords: - email: user@example.com hash: <enter the generated hash here>