Merge pull request #173 from treeverse/image-segmentation-local-demo-…

…v1.0

Created simplified Image Segmentation demo to run everything locally

01_standalone_examples/image-segmentation-local/Dockerfile

@@ -0,0 +1,29 @@
+FROM jupyter/all-spark-notebook:notebook-6.5.3
+
+ENV HADOOP_AWS_VERSION=3.3.1
+ENV AWS_SDK_VERSION=1.11.901
+ENV LAKEFS_VERSION=1.1.0
+
+USER root
+
+RUN wget https://repo1.maven.org/maven2/com/amazonaws/aws-java-sdk-bundle/${AWS_SDK_VERSION}/aws-java-sdk-bundle-${AWS_SDK_VERSION}.jar -O ${SPARK_HOME}/jars/aws-java-sdk-bundle-${AWS_SDK_VERSION}.jar
+RUN wget https://repo1.maven.org/maven2/org/apache/hadoop/hadoop-aws/${HADOOP_AWS_VERSION}/hadoop-aws-${HADOOP_AWS_VERSION}.jar -O ${SPARK_HOME}/jars/hadoop-aws-${HADOOP_AWS_VERSION}.jar
+RUN wget https://github.com/treeverse/lakeFS/releases/download/v${LAKEFS_VERSION}/lakeFS_${LAKEFS_VERSION}_Linux_x86_64.tar.gz -O /usr/local/bin/lakeFS_${LAKEFS_VERSION}_Linux_x86_64.tar.gz
+RUN tar -xvzf /usr/local/bin/lakeFS_${LAKEFS_VERSION}_Linux_x86_64.tar.gz -C /usr/local/bin/ && rm /usr/local/bin/lakeFS_${LAKEFS_VERSION}_Linux_x86_64.tar.gz
+
+RUN pip install lakefs-client==${LAKEFS_VERSION}
+RUN pip install boto3==1.21.32
+RUN pip install tabulate
+RUN pip install petastorm==0.12.1
+RUN pip install mlflow==2.6.0
+RUN pip install hyperopt==0.2.7
+RUN pip install pydantic==1.10.11
+RUN pip install torch==1.13.1
+RUN pip install torchvision==0.14.1
+RUN pip install segmentation-models-pytorch==0.3.3
+RUN pip install pytorch-lightning==1.5.4
+
+USER $NB_UID
+
+# Disable the "Would you like to receive official Jupyter news?" popup
+RUN jupyter labextension disable "@jupyterlab/apputils-extension:announcements"