install.sh

#!/bin/bash
# Copyright 2021 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#            http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Install KFP and TFX SDKs

cat > requirements.txt << EOF
pandas>1.0.0
tfx==0.25.0
kfp==1.0.4
requests-toolbelt==0.10.1
EOF

python -m pip install -U --user -r requirements.txt

# Install Skaffold
curl -Lo skaffold https://storage.googleapis.com/skaffold/releases/latest/skaffold-linux-amd64
chmod +x skaffold
mv skaffold /home/jupyter/.local/bin

jupyter nbextension enable --py tensorflow_model_analysis