Release v0.13.0

build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-cpu.md

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+# Change log: 0.13.0(cpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+python|3.8.18|3.11.9
+ipython|8.12.2|8.26.0
+jinja2|3.1.3|3.1.4
+ipywidgets|7.8.0|7.8.3
+numpy|1.24.4|1.26.4
+pandas|2.0.3|2.2.2
+boto3|1.34.36|1.34.151
+aws-glue-sessions|1.0.4|1.0.6
+keras|2.13.1|2.15.0
+matplotlib|3.7.3|3.9.1
+scipy|1.10.1|1.14.0
+scikit-learn|1.3.2|1.5.1
+pytorch|2.0.0|2.1.2
+sagemaker-headless-execution-driver|0.0.12|0.0.13
+sagemaker-python-sdk|2.206.0|2.227.0
+sagemaker-studio-analytics-extension|0.0.21|0.1.2
+tensorflow|2.13.1|2.15.0
+torchvision|0.15.2|0.16.1

build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-gpu.md

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+# Change log: 0.13.0(gpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+python|3.8.18|3.11.9
+ipython|8.12.2|8.26.0
+jinja2|3.1.3|3.1.4
+ipywidgets|7.8.0|7.8.3
+numpy|1.24.4|1.26.4
+pandas|2.0.3|2.2.2
+boto3|1.34.36|1.34.151
+aws-glue-sessions|1.0.4|1.0.6
+keras|2.13.1|2.14.0
+matplotlib|3.7.3|3.9.1
+scipy|1.10.1|1.14.0
+scikit-learn|1.3.2|1.5.1
+sagemaker-headless-execution-driver|0.0.12|0.0.13
+sagemaker-python-sdk|2.206.0|2.227.0
+sagemaker-studio-analytics-extension|0.0.21|0.1.2
+tensorflow|2.13.1|2.14.0

build_artifacts/v0/v0.13/v0.13.0/Dockerfile

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+ARG TAG_FOR_BASE_MICROMAMBA_IMAGE
+FROM mambaorg/micromamba:$TAG_FOR_BASE_MICROMAMBA_IMAGE
+
+ARG CUDA_MAJOR_MINOR_VERSION=''
+ARG ENV_IN_FILENAME
+ARG ARG_BASED_ENV_IN_FILENAME
+
+
+ARG NB_USER="sagemaker-user"
+ARG NB_UID=1000
+ARG NB_GID=100
+
+# https://www.openssl.org/source/
+ARG FIPS_VALIDATED_SSL=3.0.8
+
+ENV SAGEMAKER_LOGGING_DIR="/var/log/sagemaker/"
+ENV STUDIO_LOGGING_DIR="/var/log/studio/"
+ENV EDITOR="nano"
+
+USER root
+RUN usermod "--login=${NB_USER}" "--home=/home/${NB_USER}" --move-home "-u ${NB_UID}" "${MAMBA_USER}" && \
+    groupmod "--new-name=${NB_USER}" --non-unique "-g ${NB_GID}" "${MAMBA_USER}" && \
+    # Update the expected value of MAMBA_USER for the
+    # _entrypoint.sh consistency check.
+    echo "${NB_USER}" > "/etc/arg_mamba_user" && \
+    :
+ENV MAMBA_USER=$NB_USER
+ENV USER=$NB_USER
+
+RUN apt-get update && apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends sudo gettext-base wget curl unzip git rsync build-essential openssh-client nano cron less mandoc && \
+    # We just install tzdata below but leave default time zone as UTC. This helps packages like Pandas to function correctly.
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata krb5-user libkrb5-dev libsasl2-dev libsasl2-modules && \
+    chmod g+w /etc/passwd && \
+    echo "ALL    ALL=(ALL)    NOPASSWD:    ALL" >> /etc/sudoers && \
+    touch /etc/krb5.conf.lock && chown ${NB_USER}:${MAMBA_USER} /etc/krb5.conf* && \
+    # Note that we do NOT run `rm -rf /var/lib/apt/lists/*` here. If we did, anyone building on top of our images will
+    # not be able to run any `apt-get install` commands and that would hamper customizability of the images.
+    curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" && \
+    unzip awscliv2.zip && \
+    sudo ./aws/install && \
+    rm -rf aws awscliv2.zip && \
+    :
+RUN echo "source /usr/local/bin/_activate_current_env.sh" | tee --append /etc/profile
+
+USER $MAMBA_USER
+COPY --chown=$MAMBA_USER:$MAMBA_USER $ENV_IN_FILENAME *.in /tmp/
+
+# Make sure that $ENV_IN_FILENAME has a newline at the end before the `tee` command runs. Otherwise, nasty things
+# will happen.
+RUN if [[ -z $ARG_BASED_ENV_IN_FILENAME ]] ; \
+    then echo 'No ARG_BASED_ENV_IN_FILENAME passed' ; \
+    else envsubst < /tmp/$ARG_BASED_ENV_IN_FILENAME | tee --append /tmp/$ENV_IN_FILENAME ; \
+    fi
+
+ARG CONDA_OVERRIDE_CUDA=$CUDA_MAJOR_MINOR_VERSION
+RUN micromamba install -y --name base --file /tmp/$ENV_IN_FILENAME && \
+    micromamba clean --all --yes --force-pkgs-dirs && \
+    rm -rf /tmp/*.in
+
+
+ARG MAMBA_DOCKERFILE_ACTIVATE=1
+# Enforce dependencies are all installed from conda-forge
+RUN sudo ln -s $(which python3) /usr/bin/python && \
+    conda config --remove channels defaults && \
+    micromamba config append channels conda-forge --env && \
+    micromamba config set channel_priority strict
+
+
+# Install glue kernels, and move to shared directory
+# Also patching base kernel so Studio background code doesn't start session silently
+RUN install-glue-kernels && \
+    SITE_PACKAGES=$(pip show aws-glue-sessions | grep Location | awk '{print $2}') && \
+    jupyter-kernelspec install $SITE_PACKAGES/aws_glue_interactive_sessions_kernel/glue_pyspark --user && \
+    jupyter-kernelspec install $SITE_PACKAGES/aws_glue_interactive_sessions_kernel/glue_spark --user && \
+    mv /home/sagemaker-user/.local/share/jupyter/kernels/glue_pyspark /opt/conda/share/jupyter/kernels && \
+    mv /home/sagemaker-user/.local/share/jupyter/kernels/glue_spark /opt/conda/share/jupyter/kernels && \
+    sed -i '/if not store_history and (/i\        if "sm_analytics_runtime_check" in code:\n            return await self._complete_cell()\n' \
+    "$SITE_PACKAGES/aws_glue_interactive_sessions_kernel/glue_kernel_base/BaseKernel.py"
+
+
+# Patch glue kernels to use kernel wrapper
+COPY patch_glue_pyspark.json /opt/conda/share/jupyter/kernels/glue_pyspark/kernel.json
+COPY patch_glue_spark.json /opt/conda/share/jupyter/kernels/glue_spark/kernel.json
+
+USER root
+RUN HOME_DIR="/home/${NB_USER}/licenses" \
+    && mkdir -p ${HOME_DIR} \
+    && curl -o ${HOME_DIR}/oss_compliance.zip https://aws-dlinfra-utilities.s3.amazonaws.com/oss_compliance.zip \
+    && unzip ${HOME_DIR}/oss_compliance.zip -d ${HOME_DIR}/ \
+    && cp ${HOME_DIR}/oss_compliance/test/testOSSCompliance /usr/local/bin/testOSSCompliance \
+    && chmod +x /usr/local/bin/testOSSCompliance \
+    && chmod +x ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh \
+    && ${HOME_DIR}/oss_compliance/generate_oss_compliance.sh ${HOME_DIR} python \
+    && rm -rf ${HOME_DIR}/oss_compliance*
+
+
+# Create logging directories for Studio Analytics extension
+RUN mkdir -p $SAGEMAKER_LOGGING_DIR && \
+    chmod a+rw $SAGEMAKER_LOGGING_DIR && \
+    mkdir -p ${STUDIO_LOGGING_DIR} && \
+    chown ${NB_USER}:${MAMBA_USER} ${STUDIO_LOGGING_DIR}
+
+
+USER $MAMBA_USER
+ENV PATH="/opt/conda/bin:/opt/conda/condabin:$PATH"
+WORKDIR "/home/${NB_USER}"
+
+# Install FIPS Provider for OpenSSL, on top of existing OpenSSL installation
+# v3.0.8 is latest FIPS validated provider, so this is the one we install
+# But we need to run tests against the installed version.
+# see https://github.com/openssl/openssl/blob/master/README-FIPS.md https://www.openssl.org/source/
+RUN INSTALLED_SSL=$(micromamba list | grep openssl | tr -s ' ' | cut -d ' ' -f 3 | head -n 1) && \
+    # download source code for installed, and FIPS validated openssl versions
+    curl -L https://www.openssl.org/source/openssl-$FIPS_VALIDATED_SSL.tar.gz > openssl-$FIPS_VALIDATED_SSL.tar.gz &&  \
+    curl -L https://www.openssl.org/source/openssl-$INSTALLED_SSL.tar.gz > openssl-$INSTALLED_SSL.tar.gz &&  \
+    tar -xf openssl-$FIPS_VALIDATED_SSL.tar.gz && tar -xf openssl-$INSTALLED_SSL.tar.gz && cd openssl-$FIPS_VALIDATED_SSL && \
+    # Configure both versions to enable FIPS and build
+    ./Configure enable-fips --prefix=/opt/conda --openssldir=/opt/conda/ssl && make && \
+    cd ../openssl-$INSTALLED_SSL && \
+    ./Configure enable-fips --prefix=/opt/conda --openssldir=/opt/conda/ssl && make && \
+    # Copy validated provider to installed version for testing
+    cp ../openssl-$FIPS_VALIDATED_SSL/providers/fips.so providers/. && \
+    cp ../openssl-$FIPS_VALIDATED_SSL/providers/fipsmodule.cnf providers/. && \
+    make tests && cd ../openssl-$FIPS_VALIDATED_SSL && \
+    # After tests pass, install FIPS provider and remove source code
+    make install_fips && cd .. && rm -rf ./openssl-*
+# Create new config file with fips-enabled. Then user can override OPENSSL_CONF to enable FIPS
+# e.g. export OPENSSL_CONF=/opt/conda/ssl/openssl-fips.cnf
+RUN cp /opt/conda/ssl/openssl.cnf /opt/conda/ssl/openssl-fips.cnf && \
+    sed -i "s:# .include fipsmodule.cnf:.include /opt/conda/ssl/fipsmodule.cnf:" /opt/conda/ssl/openssl-fips.cnf && \
+    sed -i 's:# fips = fips_sect:fips = fips_sect:' /opt/conda/ssl/openssl-fips.cnf
+ENV OPENSSL_MODULES=/opt/conda/lib64/ossl-modules/
+
+# Install Kerberos.
+# Make sure no dependency is added/updated
+RUN pip install "krb5>=0.5.1,<0.6" && \
+    pip show krb5 | grep Require | xargs -i sh -c '[ $(echo {} | cut -d: -f2 | wc -w) -eq 0 ] '
+
+# https://stackoverflow.com/questions/122327
+RUN SYSTEM_PYTHON_PATH=$(python3 -c "from __future__ import print_function;import sysconfig; print(sysconfig.get_paths().get('purelib'))") && \
+    # Remove SparkRKernel as it's not supported \
+    jupyter-kernelspec remove -f -y sparkrkernel && \
+    # Patch Sparkmagic lib to support Custom Certificates \
+    # https://github.com/jupyter-incubator/sparkmagic/pull/435/files \
+    cp -a ${SYSTEM_PYTHON_PATH}/sagemaker_studio_analytics_extension/patches/configuration.py ${SYSTEM_PYTHON_PATH}/sparkmagic/utils/ && \
+    cp -a ${SYSTEM_PYTHON_PATH}/sagemaker_studio_analytics_extension/patches/reliablehttpclient.py ${SYSTEM_PYTHON_PATH}/sparkmagic/livyclientlib/reliablehttpclient.py && \
+    sed -i 's=  "python"=  "/opt/conda/bin/python"=g'  /opt/conda/share/jupyter/kernels/pysparkkernel/kernel.json /opt/conda/share/jupyter/kernels/sparkkernel/kernel.json && \
+    sed -i 's="Spark"="SparkMagic Spark"=g'  /opt/conda/share/jupyter/kernels/sparkkernel/kernel.json && \
+    sed -i 's="PySpark"="SparkMagic PySpark"=g'  /opt/conda/share/jupyter/kernels/pysparkkernel/kernel.json
+
+ENV SHELL=/bin/bash

build_artifacts/v0/v0.13/v0.13.0/RELEASE.md

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+# Release notes: 0.13.0
+Upgrade Python from 3.8 to 3.11
+
+Package | gpu| cpu
+---|---|---
+python|3.11.9|3.11.9
+ipython|8.26.0|8.26.0
+jinja2|3.1.4|3.1.4
+ipywidgets|7.8.3|7.8.3
+numpy|1.26.4|1.26.4
+pandas|2.2.2|2.2.2
+boto3|1.34.151|1.34.151
+aws-glue-sessions|1.0.6|1.0.6
+conda|23.11.0|23.11.0
+jupyterlab|3.6.7|3.6.7
+keras|2.14.0|2.15.0
+matplotlib|3.9.1|3.9.1
+pip|23.3.2|23.3.2
+scipy|1.14.0|1.14.0
+scikit-learn|1.5.1|1.5.1
+py-xgboost-gpu|1.7.6| 
+thrift_sasl|0.4.3|0.4.3
+pyhive|0.7.0|0.7.0
+python-gssapi|1.8.3|1.8.3
+pytorch-gpu|2.0.0| 
+sagemaker-headless-execution-driver|0.0.13|0.0.13
+sagemaker-kernel-wrapper|0.0.2|0.0.2
+sagemaker-python-sdk|2.227.0|2.227.0
+sagemaker-studio-analytics-extension|0.1.2|0.1.2
+tensorflow|2.14.0|2.15.0
+torchvision|0.15.2|0.16.1
+py-xgboost-cpu| |1.7.6
+pytorch| |2.1.2

build_artifacts/v0/v0.13/v0.13.0/cpu.env.in

@@ -0,0 +1,27 @@
+# This file is auto-generated.
+conda-forge::pytorch[version='>=2.0.0,<3.0.0']
+conda-forge::tensorflow[version='>=2.13.1,<3.0.0']
+conda-forge::python[version='>=3.11.0,<3.12.0']
+conda-forge::pip[version='>=23.3.2,<24.0.0']
+conda-forge::torchvision[version='>=0.15.2,<1.0.0']
+conda-forge::numpy[version='>=1.24.4,<2.0.0']
+conda-forge::pandas[version='>=2.0.3,<3.0.0']
+conda-forge::scikit-learn[version='>=1.3.2,<2.0.0']
+conda-forge::jinja2[version='>=3.1.3,<4.0.0']
+conda-forge::matplotlib[version='>=3.7.3,<4.0.0']
+conda-forge::sagemaker-headless-execution-driver[version='>=0.0.12,<1.0.0']
+conda-forge::ipython[version='>=8.12.2,<9.0.0']
+conda-forge::scipy[version='>=1.10.1,<2.0.0']
+conda-forge::keras[version='>=2.13.1,<3.0.0']
+conda-forge::py-xgboost-cpu[version='>=1.7.6,<2.0.0']
+conda-forge::jupyterlab[version='>=3.6.7,<4.0.0']
+conda-forge::ipywidgets[version='>=7.8.0,<8.0.0']
+conda-forge::conda[version='>=23.11.0,<24.0.0']
+conda-forge::boto3[version='>=1.34.36,<2.0.0']
+conda-forge::sagemaker-python-sdk[version='>=2.206.0,<3.0.0']
+conda-forge::sagemaker-studio-analytics-extension[version='>=0.0.21,<1.0.0']
+conda-forge::aws-glue-sessions[version='>=1.0.4,<2.0.0']
+conda-forge::sagemaker-kernel-wrapper[version='>=0.0.2,<1.0.0']
+conda-forge::thrift_sasl[version='>=0.4.3,<1.0.0']
+conda-forge::pyhive[version='>=0.7.0,<1.0.0']
+conda-forge::python-gssapi[version='>=1.8.3,<2.0.0']