kube_commands.txt

# Set env
export KUBECONFIG=~/.kube/config

# List Dataset
./kubeml dataset create --name mnist_disc --traindata x_train_disc.npy --trainlabels y_train_disc.npy --testdata x_test_disc.npy --testlabels y_test_disc.npy

# List function
./kubeml fn create --name discriminator --code function_discriminator.py
./fission fn update --name discriminator --code function_discriminator.py

# Train 
./kubeml train --function discriminator --dataset mnist_disc --epochs 10 --lr 0.0002 --batch 64 --parallelism 3 --static

# Logs
./kubeml logs --id (ID) --follow

# Inference
./kubeml --datafile train_real.npy --network (Network ID)

fission route create --url=/discriminator --function=discriminator --method='POST'

kubectl --namespace=kubeml exec -it redis-5c697c55d5-jf5qr -- redis-cli

kubectl -n fission-function get pods

kubectl -n fission-function logs