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Dockerfile.monitoring
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Dockerfile.monitoring
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# Copyright (c) 2021 NVIDIA Corporation. 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.
# ==============================================================================
FROM google/cloud-sdk
ARG gcloud_key
ARG project_id
# Install dependencies
RUN apt-get update && \
apt-get install -y python3-pip vim curl
RUN pip3 install kfp
RUN pip3 install --upgrade google-cloud-pubsub
RUN pip3 install scikit-learn pandas pyarrow
RUN curl https://baltocdn.com/helm/signing.asc | apt-key add - && \
apt-get install apt-transport-https --yes && \
echo "deb https://baltocdn.com/helm/stable/debian/ all main" | tee /etc/apt/sources.list.d/helm-stable-debian.list && \
apt-get update && apt-get install helm
COPY $PWD/monitoring /script/
COPY $gcloud_key /script/
COPY $PWD/kfp_client_host_key.txt /script/
# Set Environment variables
ENV GOOGLE_APPLICATION_CREDENTIALS /script/$gcloud_key
ENV PROJECT $project_id
# ENV PYTHONUNBUFFERED=0
WORKDIR /script