diff --git a/build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-cpu.md b/build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-cpu.md new file mode 100644 index 00000000..3b5b1843 --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-cpu.md @@ -0,0 +1,24 @@ +# 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 diff --git a/build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-gpu.md b/build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-gpu.md new file mode 100644 index 00000000..d54c43f0 --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/CHANGELOG-gpu.md @@ -0,0 +1,22 @@ +# 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 diff --git a/build_artifacts/v0/v0.13/v0.13.0/Dockerfile b/build_artifacts/v0/v0.13/v0.13.0/Dockerfile new file mode 100644 index 00000000..bc04b2ae --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/Dockerfile @@ -0,0 +1,152 @@ +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 diff --git a/build_artifacts/v0/v0.13/v0.13.0/RELEASE.md b/build_artifacts/v0/v0.13/v0.13.0/RELEASE.md new file mode 100644 index 00000000..e7c99530 --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/RELEASE.md @@ -0,0 +1,33 @@ +# 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 diff --git a/build_artifacts/v0/v0.13/v0.13.0/cpu.env.in b/build_artifacts/v0/v0.13/v0.13.0/cpu.env.in new file mode 100644 index 00000000..cb61c05c --- /dev/null +++ b/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'] diff --git a/build_artifacts/v0/v0.13/v0.13.0/cpu.env.out b/build_artifacts/v0/v0.13/v0.13.0/cpu.env.out new file mode 100644 index 00000000..837c71b6 --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/cpu.env.out @@ -0,0 +1,430 @@ +# This file may be used to create an environment using: +# $ conda create --name --file +# platform: linux-64 +@EXPLICIT +https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81 +https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-14.1.0-h77fa898_0.conda#ca0fad6a41ddaef54a153b78eccb5037 +https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.3.1-h4ab18f5_1.conda#57d7dc60e9325e3de37ff8dffd18e814 +https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-14.1.0-hc0a3c3a_0.conda#1cb187a157136398ddbaae90713e2498 +https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda#4d056880988120e29d75bfff282e0f45 +https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-18.1.8-hf5423f3_0.conda#322be9d39e030673e105b0abb320514e +https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_kmp_llvm.tar.bz2#562b26ba2e19059551a811e72ab7f793 +https://conda.anaconda.org/conda-forge/linux-64/_py-xgboost-mutex-2.0-cpu_0.tar.bz2#23b8f98a355030331f40d0245492f715 +https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h4bc722e_7.conda#62ee74e96c5ebb0af99386de58cf9553 +https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-hf3520f5_7.conda#b80f2f396ca2c28b8c14c437a4ed1e74 +https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.6.2-h59595ed_0.conda#e7ba12deb7020dd080c6c70e7b6f6a3d +https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2#d645c6d2ac96843a2bfaccd2d62b3ac3 +https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda#30fd6e37fe21f86f4bd26d6ee73eeec7 +https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.46.0-hde9e2c9_0.conda#18aa975d2094c34aef978060ae7da7d8 +https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda#40b61aab5c7ba9ff276c41cfffe6b80b +https://conda.anaconda.org/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda#5aa797f8787fe7a17d1b0821485b5adc +https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.5-h59595ed_0.conda#fcea371545eda051b6deafb24889fc69 +https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2024.7.4-hbcca054_0.conda#23ab7665c5f63cfb9f1f6195256daac6 +https://conda.anaconda.org/conda-forge/linux-64/openssl-3.3.1-h4bc722e_2.conda#e1b454497f9f7c1147fdde4b53f1b512 +https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda#47d31b792659ce70f470b5c82fdfb7a4 +https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.13-noxft_h4845f30_101.conda#d453b98d9c83e71da0741bb0ff4d76bc +https://conda.anaconda.org/conda-forge/noarch/tzdata-2024a-h0c530f3_0.conda#161081fc7cec0bfda0d86d7cb595f8d8 +https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2#2161070d867d1b1204ea749c8eec4ef0 +https://conda.anaconda.org/conda-forge/linux-64/python-3.11.9-hb806964_0_cpython.conda#ac68acfa8b558ed406c75e98d3428d7b +https://conda.anaconda.org/conda-forge/noarch/absl-py-2.1.0-pyhd8ed1ab_0.conda#035d1d58677c13ec93122d9eb6b8803b 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b/build_artifacts/v0/v0.13/v0.13.0/patch_glue_pyspark.json new file mode 100644 index 00000000..b468ce3a --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/patch_glue_pyspark.json @@ -0,0 +1,14 @@ +{ + "argv": [ + "/opt/conda/bin/python", + "-m", + "sagemaker_kernel_wrapper.sm_gis_wrapper", + "-m", + "aws_glue_interactive_sessions_kernel.glue_pyspark.GlueKernel", + "-f", + "{connection_file}" + ], + "display_name": "Glue PySpark", + "env": {"request_origin": "SageMakerStudioPySparkNotebook", "glue_version": "3.0"}, + "language": "python" +} diff --git a/build_artifacts/v0/v0.13/v0.13.0/patch_glue_spark.json b/build_artifacts/v0/v0.13/v0.13.0/patch_glue_spark.json new file mode 100644 index 00000000..b759fc9a --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/patch_glue_spark.json @@ -0,0 +1,14 @@ +{ + "argv": [ + "/opt/conda/bin/python", + "-m", + "sagemaker_kernel_wrapper.sm_gis_wrapper", + "-m", + "aws_glue_interactive_sessions_kernel.glue_spark.GlueKernel", + "-f", + "{connection_file}" + ], + "display_name": "Glue Spark", + "env": {"request_origin": "SageMakerStudioSparkNotebook", "glue_version": "3.0"}, + "language": "python" +} diff --git a/build_artifacts/v0/v0.13/v0.13.0/source-version.txt b/build_artifacts/v0/v0.13/v0.13.0/source-version.txt new file mode 100644 index 00000000..d33c3a21 --- /dev/null +++ b/build_artifacts/v0/v0.13/v0.13.0/source-version.txt @@ -0,0 +1 @@ +0.12.0 \ No newline at end of file diff --git a/template/v0/Dockerfile b/template/v0/Dockerfile index c9ceb6c3..d7101be4 100644 --- a/template/v0/Dockerfile +++ b/template/v0/Dockerfile @@ -60,7 +60,11 @@ RUN micromamba install -y --name base --file /tmp/$ENV_IN_FILENAME && \ ARG MAMBA_DOCKERFILE_ACTIVATE=1 -RUN sudo ln -s $(which python3) /usr/bin/python +# 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 diff --git a/test/test_artifacts/v0/keras.test.Dockerfile b/test/test_artifacts/v0/keras.test.Dockerfile index 74690920..2843f14d 100644 --- a/test/test_artifacts/v0/keras.test.Dockerfile +++ b/test/test_artifacts/v0/keras.test.Dockerfile @@ -8,7 +8,7 @@ RUN sudo apt-get update && sudo apt-get install -y git graphviz && \ : # Some of the keras guides requires pydot and graphviz to be installed -RUN micromamba install -y --freeze-installed conda-forge::pydot nvidia::cuda-nvcc +RUN micromamba install -y --freeze-installed -c conda-forge pydot cuda-nvcc jax ENV XLA_FLAGS=--xla_gpu_cuda_data_dir=/opt/conda WORKDIR "keras-io/guides" diff --git a/test/test_artifacts/v0/scipy.test.Dockerfile b/test/test_artifacts/v0/scipy.test.Dockerfile index b93ad8bf..e117b158 100644 --- a/test/test_artifacts/v0/scipy.test.Dockerfile +++ b/test/test_artifacts/v0/scipy.test.Dockerfile @@ -4,7 +4,7 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE ARG MAMBA_DOCKERFILE_ACTIVATE=1 # Inorder to test scipy, we need pytest and hypothesis to be installed. -RUN micromamba install -y --freeze-installed conda-forge::pytest conda-forge::hypothesis conda-forge::scipy-tests +RUN micromamba install -y --freeze-installed -c conda-forge pytest hypothesis scipy-tests pooch # Check https://github.com/numpy/numpy/blob/main/doc/TESTS.rst # Note: Testing guidelines are same for numpy and scipy. # scipy.test() returns True if tests succeed else False. diff --git a/test/test_artifacts/v0/scripts/run_pysdk_tests.sh b/test/test_artifacts/v0/scripts/run_pysdk_tests.sh index 2f49f122..6d41bcdd 100644 --- a/test/test_artifacts/v0/scripts/run_pysdk_tests.sh +++ b/test/test_artifacts/v0/scripts/run_pysdk_tests.sh @@ -2,6 +2,9 @@ # We need to checkout the version of sagemaker-python-sdk that is installed in the mamba environment. +# Sagemaker Python SDK's unit tests requires AWS_DEFAULT_REGION to be set. So, using an arbitrary value of us-west-2 +export AWS_DEFAULT_REGION=us-west-2 + pysdk_version=$(micromamba list | grep sagemaker-python-sdk | tr -s ' ' | cut -d ' ' -f 3) # Checkout the corresponding sagemaker-python-sdk version git checkout tags/v$pysdk_version diff --git a/test/test_artifacts/v0/sm-python-sdk.test.Dockerfile b/test/test_artifacts/v0/sm-python-sdk.test.Dockerfile index 1e9426d1..ad0942fd 100644 --- a/test/test_artifacts/v0/sm-python-sdk.test.Dockerfile +++ b/test/test_artifacts/v0/sm-python-sdk.test.Dockerfile @@ -5,8 +5,7 @@ ARG MAMBA_DOCKERFILE_ACTIVATE=1 RUN sudo apt-get update && sudo apt-get install -y git && \ git clone --recursive https://github.com/aws/sagemaker-python-sdk.git && \ : -# Sagemaker Python SDK's unit tests requires AWS_DEFAULT_REGION to be set. So, using an arbitrary value of us-east-1 -ENV AWS_DEFAULT_REGION=us-east-1 + WORKDIR "sagemaker-python-sdk" COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_pysdk_tests.sh . RUN chmod +x run_pysdk_tests.sh diff --git a/test/test_artifacts/v1/keras.test.Dockerfile b/test/test_artifacts/v1/keras.test.Dockerfile index f5cb224f..3f07277d 100644 --- a/test/test_artifacts/v1/keras.test.Dockerfile +++ b/test/test_artifacts/v1/keras.test.Dockerfile @@ -8,7 +8,7 @@ RUN sudo apt-get update && sudo apt-get install -y git graphviz && \ : # Some of the keras guides requires pydot and graphviz to be installed -RUN micromamba install -y --freeze-installed conda-forge::pydot "nvidia::cuda-nvcc>=11.8,<11.9" +RUN micromamba install -y --freeze-installed conda-forge::pydot "nvidia::cuda-nvcc>=11.8,<11.9" jax ENV XLA_FLAGS=--xla_gpu_cuda_data_dir=/opt/conda WORKDIR "keras-io/guides" diff --git a/test/test_artifacts/v1/scripts/run_pysdk_tests.sh b/test/test_artifacts/v1/scripts/run_pysdk_tests.sh index 2f49f122..a90d51bd 100644 --- a/test/test_artifacts/v1/scripts/run_pysdk_tests.sh +++ b/test/test_artifacts/v1/scripts/run_pysdk_tests.sh @@ -2,6 +2,9 @@ # We need to checkout the version of sagemaker-python-sdk that is installed in the mamba environment. +# Sagemaker Python SDK's unit tests requires AWS_DEFAULT_REGION to be set. So, using an arbitrary value of us-east-1 +export AWS_DEFAULT_REGION=us-west-2 + pysdk_version=$(micromamba list | grep sagemaker-python-sdk | tr -s ' ' | cut -d ' ' -f 3) # Checkout the corresponding sagemaker-python-sdk version git checkout tags/v$pysdk_version diff --git a/test/test_artifacts/v1/sm-python-sdk.test.Dockerfile b/test/test_artifacts/v1/sm-python-sdk.test.Dockerfile index 623efbf6..aa628ab3 100644 --- a/test/test_artifacts/v1/sm-python-sdk.test.Dockerfile +++ b/test/test_artifacts/v1/sm-python-sdk.test.Dockerfile @@ -4,8 +4,6 @@ FROM $SAGEMAKER_DISTRIBUTION_IMAGE ARG MAMBA_DOCKERFILE_ACTIVATE=1 RUN git clone --recursive https://github.com/aws/sagemaker-python-sdk.git -# Sagemaker Python SDK's unit tests requires AWS_DEFAULT_REGION to be set. So, using an arbitrary value of us-east-1 -ENV AWS_DEFAULT_REGION=us-east-1 WORKDIR "sagemaker-python-sdk" COPY --chown=$MAMBA_USER:$MAMBA_USER scripts/run_pysdk_tests.sh . RUN chmod +x run_pysdk_tests.sh