#!/bin/bash if (( $# != 2 )) then echo "Usage: ./build.sh " echo "Ex: ./build.sh pytorch_pipeline/examples/cifar10 foobar" exit 1 fi ## Generating current timestamp python3 gen_image_timestamp.py > curr_time.txt export images_tag=$(cat curr_time.txt) echo ++++ Building component images with tag=$images_tag full_image_name=$2/pytorch_kfp_components:$images_tag echo IMAGE TO BUILD: $full_image_name export full_image_name=$full_image_name ## build and push docker - to fetch the latest changes and install dependencies # cd pytorch_kfp_components docker build --no-cache -t $full_image_name . docker push $full_image_name # cd .. python utils/generate_templates.py $1/template_mapping.json ## Update component.yaml files with the latest docker image name find "yaml" -name "*.yaml" | grep -v 'deploy' | grep -v "tensorboard" | grep -v "prediction" | while read -d $'\n' file do yq -i eval ".implementation.container.image = \"$full_image_name\"" $file done ## compile pipeline echo Running pipeline compilation echo "$1/pipeline.py" python3 "$1/pipeline.py" --target kfp