diff --git a/build_artifacts/v1/v1.8/v1.8.0/CHANGELOG-cpu.md b/build_artifacts/v1/v1.8/v1.8.0/CHANGELOG-cpu.md
new file mode 100644
index 00000000..bdff02f6
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/CHANGELOG-cpu.md
@@ -0,0 +1,21 @@
+# Change log: 1.8.0(cpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+jinja2|3.1.3|3.1.4
+amazon-codewhisperer-jupyterlab-ext|2.0.1|2.0.2
+jupyter-scheduler|2.5.1|2.5.2
+amazon_sagemaker_sql_editor|0.1.6|0.1.7
+autogluon|0.8.2|0.8.3
+notebook|7.1.2|7.1.3
+aws-glue-sessions|1.0.4|1.0.5
+fastapi|0.103.2|0.110.3
+jupyter-ai|2.12.0|2.14.1
+keras|2.12.0|2.15.0
+nodejs|18.19.0|18.20.2
+sagemaker-code-editor|1.0.0|1.1.0
+sagemaker-jupyterlab-extension|0.3.1|0.3.2
+sagemaker-python-sdk|2.214.3|2.219.0
+tensorflow|2.12.1|2.15.0
diff --git a/build_artifacts/v1/v1.8/v1.8.0/CHANGELOG-gpu.md b/build_artifacts/v1/v1.8/v1.8.0/CHANGELOG-gpu.md
new file mode 100644
index 00000000..a326a0fb
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/CHANGELOG-gpu.md
@@ -0,0 +1,21 @@
+# Change log: 1.8.0(gpu)
+
+## Upgrades: 
+
+Package | Previous Version | Current Version
+---|---|---
+jinja2|3.1.3|3.1.4
+amazon-codewhisperer-jupyterlab-ext|2.0.1|2.0.2
+jupyter-scheduler|2.5.1|2.5.2
+amazon_sagemaker_sql_editor|0.1.6|0.1.7
+autogluon|0.8.2|0.8.3
+notebook|7.1.2|7.1.3
+aws-glue-sessions|1.0.4|1.0.5
+fastapi|0.103.2|0.110.3
+jupyter-ai|2.12.0|2.14.1
+keras|2.12.0|2.15.0
+nodejs|18.19.0|18.20.2
+sagemaker-code-editor|1.0.0|1.1.0
+sagemaker-jupyterlab-extension|0.3.1|0.3.2
+sagemaker-python-sdk|2.214.3|2.219.0
+tensorflow|2.12.1|2.15.0
diff --git a/build_artifacts/v1/v1.8/v1.8.0/Dockerfile b/build_artifacts/v1/v1.8/v1.8.0/Dockerfile
new file mode 100644
index 00000000..52704d5f
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/Dockerfile
@@ -0,0 +1,199 @@
+ARG TAG_FOR_BASE_MICROMAMBA_IMAGE
+FROM mambaorg/micromamba:$TAG_FOR_BASE_MICROMAMBA_IMAGE
+
+ARG CUDA_MAJOR_MINOR_VERSION=''
+ARG ENV_IN_FILENAME
+ARG ARG_BASED_ENV_IN_FILENAME
+
+ARG AMZN_BASE="/opt/amazon/sagemaker"
+ARG DB_ROOT_DIR="/opt/db"
+ARG DIRECTORY_TREE_STAGE_DIR="${AMZN_BASE}/dir-staging"
+
+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
+
+# CodeEditor - create server, user data dirs
+RUN mkdir -p /opt/amazon/sagemaker/sagemaker-code-editor-server-data /opt/amazon/sagemaker/sagemaker-code-editor-user-data \
+    && chown $MAMBA_USER:$MAMBA_USER /opt/amazon/sagemaker/sagemaker-code-editor-server-data /opt/amazon/sagemaker/sagemaker-code-editor-user-data
+
+# create dir to store user data files
+RUN mkdir -p /opt/amazon/sagemaker/user-data \
+    && chown $MAMBA_USER:$MAMBA_USER /opt/amazon/sagemaker/user-data
+
+
+# Merge in OS directory tree contents.
+RUN mkdir -p ${DIRECTORY_TREE_STAGE_DIR}
+COPY dirs/ ${DIRECTORY_TREE_STAGE_DIR}/
+RUN rsync -a ${DIRECTORY_TREE_STAGE_DIR}/ / && \
+    rm -rf ${DIRECTORY_TREE_STAGE_DIR}
+
+# CodeEditor - download the extensions
+RUN mkdir -p /etc/code-editor/extensions && \
+    while IFS= read -r url || [ -n "$url" ]; do \
+        echo "Downloading extension from ${url}..." && \
+        wget --no-check-certificate -P /etc/code-editor/extensions "${url}"; \
+    done < /etc/code-editor/extensions.txt
+
+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
+RUN sudo ln -s $(which python3) /usr/bin/python
+
+# Update npm version
+RUN npm i -g npm
+
+# Configure CodeEditor - Install extensions and set preferences
+RUN \
+    extensionloc=/opt/amazon/sagemaker/sagemaker-code-editor-server-data/extensions && mkdir -p "${extensionloc}" \
+    # Loop through all vsix files in /etc/code-editor/extensions and install them
+    && for ext in /etc/code-editor/extensions/*.vsix; do \
+        echo "Installing extension ${ext}..."; \
+        sagemaker-code-editor --install-extension "${ext}" --extensions-dir "${extensionloc}" --server-data-dir /opt/amazon/sagemaker/sagemaker-code-editor-server-data --user-data-dir /opt/amazon/sagemaker/sagemaker-code-editor-user-data; \
+       done \
+    # Copy the settings
+    && cp /etc/code-editor/code_editor_machine_settings.json /opt/amazon/sagemaker/sagemaker-code-editor-server-data/data/Machine/settings.json
+
+# Install glue kernels, and move to shared directory
+# Also patching base kernel so Studio background code doesn't start session silently
+RUN install-glue-kernels && \
+    SITE_PACKAGES=$(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
+
+# Configure RTC - disable jupyter_collaboration by default
+RUN jupyter labextension disable @jupyter/collaboration-extension
+
+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 supervisor
+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}
+
+# Clean up CodeEditor artifacts
+RUN rm -rf /etc/code-editor
+
+# Create supervisord runtime directory
+RUN mkdir -p /var/run/supervisord && \
+    chmod a+rw /var/run/supervisord
+
+# Create root directory for DB
+# Create logging directories for supervisor
+RUN mkdir -p $DB_ROOT_DIR && \
+    chmod a+rw $DB_ROOT_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/v1/v1.8/v1.8.0/RELEASE.md b/build_artifacts/v1/v1.8/v1.8.0/RELEASE.md
new file mode 100644
index 00000000..fe158443
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/RELEASE.md
@@ -0,0 +1,57 @@
+# Release notes: 1.8.0
+
+Package | gpu| cpu
+---|---|---
+python|3.10.14|3.10.14
+numpy|1.26.4|1.26.4
+jinja2|3.1.4|3.1.4
+pandas|2.1.4|2.1.4
+altair|5.3.0|5.3.0
+boto3|1.34.51|1.34.51
+ipython|8.22.2|8.22.2
+jupyter-lsp|2.2.5|2.2.5
+jupyterlab|4.1.6|4.1.6
+amazon-codewhisperer-jupyterlab-ext|2.0.2|2.0.2
+jupyter-scheduler|2.5.2|2.5.2
+amazon-sagemaker-jupyter-scheduler|3.0.11|3.0.11
+amazon-sagemaker-sql-magic|0.1.1|0.1.1
+jupyterlab-lsp|5.0.3|5.0.3
+amazon_sagemaker_sql_editor|0.1.7|0.1.7
+scipy|1.11.4|1.11.4
+scikit-learn|1.4.2|1.4.2
+pip|23.3.2|23.3.2
+torchvision|0.15.2|0.15.2
+autogluon|0.8.3|0.8.3
+ipywidgets|8.1.2|8.1.2
+notebook|7.1.3|7.1.3
+aws-glue-sessions|1.0.5|1.0.5
+conda|23.11.0|23.11.0
+fastapi|0.110.3|0.110.3
+langchain|0.1.9|0.1.9
+jupyter-ai|2.14.1|2.14.1
+jupyter-collaboration|1.1.0|1.1.0
+jupyter-dash|0.4.2|0.4.2
+jupyter-server-proxy|4.1.2|4.1.2
+jupyterlab-git|0.50.0|0.50.0
+keras|2.15.0|2.15.0
+matplotlib|3.8.4|3.8.4
+nodejs|18.20.2|18.20.2
+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
+python-lsp-server|1.11.0|1.11.0
+pytorch-gpu|2.0.0| 
+sagemaker-code-editor|1.1.0|1.1.0
+sagemaker-headless-execution-driver|0.0.12|0.0.12
+sagemaker-jupyterlab-emr-extension|0.1.9|0.1.9
+sagemaker-jupyterlab-extension|0.3.2|0.3.2
+sagemaker-kernel-wrapper|0.0.2|0.0.2
+sagemaker-python-sdk|2.219.0|2.219.0
+sagemaker-studio-analytics-extension|0.0.21|0.0.21
+sasl|0.3.1|0.3.1
+supervisor|4.2.5|4.2.5
+tensorflow|2.15.0|2.15.0
+uvicorn|0.29.0|0.29.0
+pytorch| |2.0.0
+py-xgboost-cpu| |1.7.6
diff --git a/build_artifacts/v1/v1.8/v1.8.0/cpu.env.in b/build_artifacts/v1/v1.8/v1.8.0/cpu.env.in
new file mode 100644
index 00000000..92905b82
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/cpu.env.in
@@ -0,0 +1,52 @@
+# This file is auto-generated.
+conda-forge::jupyter-collaboration[version='>=1.1.0,<2.0.0']
+conda-forge::sagemaker-code-editor[version='>=1.0.0,<2.0.0']
+conda-forge::amazon_sagemaker_sql_editor[version='>=0.1.6,<1.0.0']
+conda-forge::amazon-sagemaker-sql-magic[version='>=0.1.1,<1.0.0']
+conda-forge::langchain[version='>=0.1.9,<1.0.0']
+conda-forge::fastapi[version='>=0.103.2,<1.0.0']
+conda-forge::uvicorn[version='>=0.29.0,<1.0.0']
+conda-forge::pytorch[version='>=2.0.0,<3.0.0']
+conda-forge::tensorflow[version='>=2.12.1,<3.0.0']
+conda-forge::python[version='>=3.10.14,<3.11.0']
+conda-forge::pip[version='>=23.3.2,<24.0.0']
+conda-forge::torchvision[version='>=0.15.2,<1.0.0']
+conda-forge::numpy[version='>=1.26.4,<2.0.0']
+conda-forge::pandas[version='>=2.1.4,<3.0.0']
+conda-forge::scikit-learn[version='>=1.4.2,<2.0.0']
+conda-forge::jinja2[version='>=3.1.3,<4.0.0']
+conda-forge::matplotlib[version='>=3.8.4,<4.0.0']
+conda-forge::sagemaker-headless-execution-driver[version='>=0.0.12,<1.0.0']
+conda-forge::ipython[version='>=8.22.2,<9.0.0']
+conda-forge::scipy[version='>=1.11.4,<2.0.0']
+conda-forge::keras[version='>=2.12.0,<3.0.0']
+conda-forge::py-xgboost-cpu[version='>=1.7.6,<2.0.0']
+conda-forge::jupyterlab[version='>=4.1.6,<5.0.0']
+conda-forge::ipywidgets[version='>=8.1.2,<9.0.0']
+conda-forge::conda[version='>=23.11.0,<24.0.0']
+conda-forge::boto3[version='>=1.34.51,<2.0.0']
+conda-forge::sagemaker-python-sdk[version='>=2.214.3,<3.0.0']
+conda-forge::supervisor[version='>=4.2.5,<5.0.0']
+conda-forge::autogluon[version='>=0.8.2,<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::jupyter-ai[version='>=2.12.0,<3.0.0']
+conda-forge::jupyter-scheduler[version='>=2.5.1,<3.0.0']
+conda-forge::nodejs[version='>=18.19.0,<19.0.0']
+conda-forge::jupyter-lsp[version='>=2.2.5,<3.0.0']
+conda-forge::jupyterlab-lsp[version='>=5.0.3,<6.0.0']
+conda-forge::python-lsp-server[version='>=1.11.0,<2.0.0']
+conda-forge::notebook[version='>=7.1.2,<8.0.0']
+conda-forge::altair[version='>=5.3.0,<6.0.0']
+conda-forge::sagemaker-studio-analytics-extension[version='>=0.0.21,<1.0.0']
+conda-forge::jupyter-dash[version='>=0.4.2,<1.0.0']
+conda-forge::sagemaker-jupyterlab-extension[version='>=0.3.1,<1.0.0']
+conda-forge::sagemaker-jupyterlab-emr-extension[version='>=0.1.9,<1.0.0']
+conda-forge::amazon-sagemaker-jupyter-scheduler[version='>=3.0.11,<4.0.0']
+conda-forge::jupyter-server-proxy[version='>=4.1.2,<5.0.0']
+conda-forge::amazon-codewhisperer-jupyterlab-ext[version='>=2.0.1,<3.0.0']
+conda-forge::jupyterlab-git[version='>=0.50.0,<1.0.0']
+conda-forge::sasl[version='>=0.3.1,<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/v1/v1.8/v1.8.0/cpu.env.out b/build_artifacts/v1/v1.8/v1.8.0/cpu.env.out
new file mode 100644
index 00000000..a2a18332
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/cpu.env.out
@@ -0,0 +1,676 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2#d7c89558ba9fa0495403155b64376d81
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+https://conda.anaconda.org/conda-forge/linux-64/nodejs-18.20.2-h84e79e0_0.conda#de31995a7a3eae6d2230ffa5d68e9aa2
+https://conda.anaconda.org/conda-forge/noarch/opt_einsum-3.3.0-pyhc1e730c_2.conda#7a94ac68b892daa9f17ae8a52b31ed81
+https://conda.anaconda.org/conda-forge/noarch/papermill-2.6.0-pyhd8ed1ab_0.conda#7e2150bca46f713bb6e290ac1b26ed1d
+https://conda.anaconda.org/conda-forge/noarch/pox-0.3.4-pyhd8ed1ab_0.conda#d5502ff0ec33b87f7ab7bc373d0e42ff
+https://conda.anaconda.org/conda-forge/noarch/ppft-1.7.6.8-pyhd8ed1ab_0.conda#a104e8b98901dc1bc0b916f7e18b5e39
+https://conda.anaconda.org/conda-forge/noarch/pathos-0.3.2-pyhd8ed1ab_1.conda#22ed208c1b54e7c2ec6616665fba6b0f
+https://conda.anaconda.org/conda-forge/noarch/pure-sasl-0.6.2-pyhd8ed1ab_0.tar.bz2#ac695eecf21ab48093bc33fd60b4102d
+https://conda.anaconda.org/conda-forge/linux-64/py-xgboost-cpu-1.7.6-py310h78d450f_6.conda#6c53cd648ba083e1bc7ea5dac8ec1e2c
+https://conda.anaconda.org/conda-forge/noarch/snowballstemmer-2.2.0-pyhd8ed1ab_0.tar.bz2#4d22a9315e78c6827f806065957d566e
+https://conda.anaconda.org/conda-forge/noarch/pydocstyle-6.3.0-pyhd8ed1ab_0.conda#7e23a61a7fbaedfef6eb0e1ac775c8e5
+https://conda.anaconda.org/conda-forge/linux-64/thrift-0.20.0-py310hc6cd4ac_0.conda#8c6970b9c27073d82bcf757ac644e6cd
+https://conda.anaconda.org/conda-forge/noarch/thrift_sasl-0.4.3-pyhd8ed1ab_2.tar.bz2#0340a97c4990a5bb5ecf1a27fef9f9c3
+https://conda.anaconda.org/conda-forge/noarch/pyhive-0.7.0-pyhd8ed1ab_0.conda#a39884e69ebf0c6454a1f8bac6f8361b
+https://conda.anaconda.org/conda-forge/linux-64/pykrb5-0.5.1-py310h98feede_1.conda#0329fda0ebbccee7b3e9dbf4a377d0ce
+https://conda.anaconda.org/conda-forge/noarch/pylint-3.1.0-pyhd8ed1ab_0.conda#3dbc17a1706ec9076c9617136f43762a
+https://conda.anaconda.org/conda-forge/linux-64/pyspnego-0.10.2-py310hff52083_0.conda#5718ec5b257c50d06d8d4f6fc7cae6c5
+https://conda.anaconda.org/conda-forge/noarch/python-flatbuffers-24.3.25-pyh59ac667_0.conda#dfc884dcd61ff6543fde37a41b7d7f31
+https://conda.anaconda.org/conda-forge/linux-64/python-gssapi-1.8.3-py310h98feede_0.conda#a5ea028f63386c53a2b8ff4d09065259
+https://conda.anaconda.org/conda-forge/noarch/python-lsp-jsonrpc-1.1.2-pyhd8ed1ab_0.conda#ff30dbdb341a54947c4fa183900380b7
+https://conda.anaconda.org/conda-forge/noarch/python-lsp-server-base-1.11.0-pyhd8ed1ab_0.conda#6ae8c26c3ebf7d148d7000f7fbad9512
+https://conda.anaconda.org/conda-forge/noarch/pytoolconfig-1.2.5-pyhd8ed1ab_0.conda#2d6bdf5a69cfcd1fcc7f2b900cb4082f
+https://conda.anaconda.org/conda-forge/noarch/rope-1.13.0-pyhd8ed1ab_0.conda#dffa002fbd3d86924b7992c718efa7bc
+https://conda.anaconda.org/conda-forge/noarch/whatthepatch-1.0.5-pyhd8ed1ab_0.conda#e62ea65e1979c18c4c9034567e7105c5
+https://conda.anaconda.org/conda-forge/noarch/yapf-0.40.1-pyhd8ed1ab_0.conda#f269942e802d5e148632143d4c37acc9
+https://conda.anaconda.org/conda-forge/noarch/python-lsp-server-1.11.0-pyhd8ed1ab_0.conda#c1db1a6057f7f2d7299ed2b59c51bd34
+https://conda.anaconda.org/conda-forge/noarch/requests-kerberos-0.14.0-pyh707e725_1.conda#411293bff0dc86f9f9bc0c0e1f227623
+https://conda.anaconda.org/conda-forge/linux-64/ripgrep-14.1.0-he8a937b_0.conda#5a476f7033a8a1b9175626b5ebf86d1d
+https://conda.anaconda.org/conda-forge/linux-64/sagemaker-code-editor-1.1.0-hcb28a07_0.conda#90a19d638029775f19b898dd4f544b18
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-headless-execution-driver-0.0.12-pyhd8ed1ab_0.conda#fe8919032eb413e76a7802f013a536ee
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-jupyterlab-extension-common-0.1.15-pyhd8ed1ab_0.conda#be2d80ab84198d8ad552d41a4a0e2b69
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-jupyterlab-emr-extension-0.1.9-pyhd8ed1ab_0.conda#589f97989a6db8b2f21a53881fdd1d97
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-jupyterlab-extension-0.3.2-pyhd8ed1ab_0.conda#7ec225c27d235395af79135f32ce3cc1
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-kernel-wrapper-0.0.2-pyhd8ed1ab_0.conda#99480997ca2429b75169c896cc988cdb
+https://conda.anaconda.org/conda-forge/noarch/schema-0.7.7-pyhd8ed1ab_0.conda#1add6f6b99191efab14f16e6aa9b6461
+https://conda.anaconda.org/conda-forge/noarch/smdebug-rulesconfig-1.0.1-pyhd3deb0d_1.tar.bz2#be253a7939a3e7cf95a043a983cab563
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-python-sdk-2.219.0-pyhd8ed1ab_0.conda#1ba907209cd5677297c72d940ae172c4
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-studio-sparkmagic-lib-0.1.4-pyhd8ed1ab_0.conda#285ce30db20d88190f1f7fb654f259ec
+https://conda.anaconda.org/conda-forge/noarch/sparkmagic-0.21.0-pyhd8ed1ab_0.conda#fe489239f573c2ea018925ddea6d3190
+https://conda.anaconda.org/conda-forge/noarch/sagemaker-studio-analytics-extension-0.0.21-pyhd8ed1ab_0.conda#fa0e9b0ca6c3e96d350711b6dbddaeb6
+https://conda.anaconda.org/conda-forge/linux-64/sasl-0.3.1-py310hd8f1fbe_2.tar.bz2#9b15d1759c99ad57ae43080cfca56d73
+https://conda.anaconda.org/conda-forge/linux-64/supervisor-4.2.5-py310hff52083_2.conda#7fe7fa4d80a99dc44ba15ef3e82707af
+https://conda.anaconda.org/conda-forge/noarch/termcolor-2.4.0-pyhd8ed1ab_0.conda#a5033708ad9283907c3b1bc1f90d0d0d
+https://conda.anaconda.org/conda-forge/linux-64/tensorflow-base-2.15.0-cpu_py310h7e4d085_2.conda#c728391308ba848b7c26c8d78cc3938e
+https://conda.anaconda.org/conda-forge/linux-64/tensorflow-estimator-2.15.0-cpu_py310haacee6a_2.conda#e29d5eb9cfa1020fd5202091e8402628
+https://conda.anaconda.org/conda-forge/linux-64/tensorflow-2.15.0-cpu_py310h7825f03_2.conda#b252ea72fce780504b7724b1e6b35207
+https://conda.anaconda.org/conda-forge/linux-64/uvicorn-0.29.0-py310hff52083_0.conda#c940a9f3c4d8cab6cce8871db6de6ffc
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/code-editor/code_editor_machine_settings.json b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/code-editor/code_editor_machine_settings.json
new file mode 100644
index 00000000..44fb8ef7
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/code-editor/code_editor_machine_settings.json
@@ -0,0 +1,4 @@
+{
+    "python.terminal.activateEnvironment": false,
+    "python.defaultInterpreterPath": "/opt/conda/bin/python"
+}
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/code-editor/extensions.txt b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/code-editor/extensions.txt
new file mode 100644
index 00000000..29d683eb
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/code-editor/extensions.txt
@@ -0,0 +1,3 @@
+https://open-vsx.org/api/ms-toolsai/jupyter/2023.9.100/file/ms-toolsai.jupyter-2023.9.100.vsix
+https://open-vsx.org/api/ms-python/python/2023.20.0/file/ms-python.python-2023.20.0.vsix
+https://open-vsx.org/api/amazonwebservices/aws-toolkit-vscode/1.99.0/file/amazonwebservices.aws-toolkit-vscode-1.99.0.vsix
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/conda/.condarc b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/conda/.condarc
new file mode 100644
index 00000000..c3616df5
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/conda/.condarc
@@ -0,0 +1,6 @@
+envs_dirs:
+   - ~/.conda/envs
+   - /opt/conda/envs
+pkgs_dirs:
+  - ~/.conda/pkgs
+  - /opt/conda/pkgs
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/jupyter/jupyter_server_config.py b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/jupyter/jupyter_server_config.py
new file mode 100644
index 00000000..0182cc23
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/jupyter/jupyter_server_config.py
@@ -0,0 +1,28 @@
+# Default Jupyter server config
+# Note: those config can be overridden by user-level configs.
+
+c.ServerApp.terminado_settings = {"shell_command": ["/bin/bash"]}
+c.ServerApp.tornado_settings = {"compress_response": True}
+
+# Do not delete files to trash. Instead, permanently delete files.
+c.FileContentsManager.delete_to_trash = False
+
+# Allow deleting non-empty directory via file browser. Related documentation:
+# https://github.com/jupyter-server/jupyter_server/blob/main/jupyter_server/services/contents/filemanager.py#L125-L129
+c.FileContentsManager.always_delete_dir = True
+
+# Enable `allow_hidden` by default, so hidden files are accessible via Jupyter server
+# Related documentation: https://jupyterlab.readthedocs.io/en/stable/user/files.html#displaying-hidden-files
+c.ContentsManager.allow_hidden = True
+
+# This will set the LanguageServerManager.extra_node_roots setting if amazon_sagemaker_sql_editor exists in the
+# environment. Ignore otherwise, don't fail the JL server start
+# Related documentation: https://jupyterlab-lsp.readthedocs.io/en/v3.4.0/Configuring.html
+try:
+    import os
+
+    module = __import__("amazon_sagemaker_sql_editor")
+    module_location = os.path.dirname(module.__file__)
+    c.LanguageServerManager.extra_node_roots = [f"{module_location}/sql-language-server"]
+except:
+    pass
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-code-editor.conf b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-code-editor.conf
new file mode 100644
index 00000000..cac5669b
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-code-editor.conf
@@ -0,0 +1,11 @@
+[include]
+files = supervisord-common.conf
+
+[program:codeeditorserver]
+directory=%(ENV_HOME)s
+command=start-code-editor
+autostart=true
+autorestart=true
+stdout_logfile=/dev/fd/1   ; Redirect web server logs to stdout
+stdout_logfile_maxbytes = 0 ; Fix: https://github.com/Supervisor/supervisor/issues/935
+stderr_logfile_maxbytes = 0 ; Fix: https://github.com/Supervisor/supervisor/issues/935
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-common.conf b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-common.conf
new file mode 100644
index 00000000..27820d4c
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-common.conf
@@ -0,0 +1,18 @@
+[supervisord]
+nodaemon=true
+
+pidfile=/var/run/supervisord/supervisord.pid
+logfile=%(ENV_STUDIO_LOGGING_DIR)s/%(ENV_SAGEMAKER_APP_TYPE_LOWERCASE)s/supervisord/supervisord.log
+logfile_maxbytes=5MB
+logfile_backups=10
+redirect_stderr=true
+
+[unix_http_server]
+file=/var/run/supervisord/supervisor.sock
+chmod=0700
+
+[supervisorctl]
+serverurl=unix:///var/run/supervisord/supervisor.sock
+
+[rpcinterface:supervisor]
+supervisor.rpcinterface_factory = supervisor.rpcinterface:make_main_rpcinterface
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-jupyter-lab.conf b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-jupyter-lab.conf
new file mode 100644
index 00000000..5694ac11
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord-jupyter-lab.conf
@@ -0,0 +1,11 @@
+[include]
+files = supervisord-common.conf
+
+[program:jupyterlabserver]
+directory=%(ENV_HOME)s
+command=start-jupyter-server
+stopasgroup=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord.conf b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord.conf
new file mode 100644
index 00000000..686f4a5c
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/etc/supervisor/conf.d/supervisord.conf
@@ -0,0 +1,27 @@
+[supervisord]
+nodaemon=true
+
+pidfile=/var/run/supervisord/supervisord.pid
+logfile=%(ENV_STUDIO_LOGGING_DIR)s/%(ENV_SAGEMAKER_APP_TYPE_LOWERCASE)s/supervisord/supervisord.log
+logfile_maxbytes=5MB
+logfile_backups=10
+redirect_stderr=true
+
+[unix_http_server]
+file=/var/run/supervisord/supervisor.sock
+chmod=0700
+
+[supervisorctl]
+serverurl=unix:///var/run/supervisord/supervisor.sock
+
+[rpcinterface:supervisor]
+supervisor.rpcinterface_factory = supervisor.rpcinterface:make_main_rpcinterface
+
+[program:jupyterlabserver]
+directory=%(ENV_HOME)s
+command=start-jupyter-server
+stopasgroup=true
+stdout_logfile=/dev/stdout
+stdout_logfile_maxbytes=0
+stderr_logfile=/dev/stderr
+stderr_logfile_maxbytes=0
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/entrypoint-code-editor b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/entrypoint-code-editor
new file mode 100755
index 00000000..bf55a371
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/entrypoint-code-editor
@@ -0,0 +1,16 @@
+#!/bin/bash
+
+set -e
+
+# Generate and execute the shell code to modifies shell variables to include
+# micromamba commands (e.g. using `micromamba activate` to activate environments)
+eval "$(micromamba shell hook --shell=bash)"
+
+# Activate conda environment 'base', where supervisord is installed
+micromamba activate base
+
+# Set up SAGEMAKER_APP_TYPE_LOWERCASE based on SAGEMAKER_APP_TYPE
+export SAGEMAKER_APP_TYPE_LOWERCASE=$(echo $SAGEMAKER_APP_TYPE | tr '[:upper:]' '[:lower:]')
+
+mkdir -p $STUDIO_LOGGING_DIR/$SAGEMAKER_APP_TYPE_LOWERCASE/supervisord
+exec supervisord -c /etc/supervisor/conf.d/supervisord-code-editor.conf -n
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/entrypoint-jupyter-server b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/entrypoint-jupyter-server
new file mode 100755
index 00000000..ceda89d0
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/entrypoint-jupyter-server
@@ -0,0 +1,19 @@
+#!/bin/bash
+
+set -e
+
+# Generate and execute the shell code to modifies shell variables to include
+# micromamba commands (e.g. using `micromamba activate` to activate environments)
+eval "$(micromamba shell hook --shell=bash)"
+
+# Activate conda environment 'base', where supervisord is installed
+micromamba activate base
+
+# Set up SAGEMAKER_APP_TYPE_LOWERCASE based on SAGEMAKER_APP_TYPE
+export SAGEMAKER_APP_TYPE_LOWERCASE=$(echo $SAGEMAKER_APP_TYPE | tr '[:upper:]' '[:lower:]')
+
+# Start supervisord with supervisord configuration
+# Since program 'jupyterlabserver' autostarts by default, it will be started
+# automatically along with supervisord
+mkdir -p $STUDIO_LOGGING_DIR/$SAGEMAKER_APP_TYPE_LOWERCASE/supervisord
+exec supervisord -c /etc/supervisor/conf.d/supervisord.conf -n
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/restart-jupyter-server b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/restart-jupyter-server
new file mode 100755
index 00000000..6f2af98d
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/restart-jupyter-server
@@ -0,0 +1,6 @@
+#!/bin/bash
+set -e
+echo "Restarting the Jupyter server. This page should refresh in a few seconds. Note that any terminals will be closed."
+echo "If this page doesn't refresh after a few seconds, try reloading your browser window."
+echo "Restarting now..."
+nohup supervisorctl -c /etc/supervisor/conf.d/supervisord.conf restart jupyterlabserver > /dev/null 2>&1 &
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/start-code-editor b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/start-code-editor
new file mode 100755
index 00000000..bc97106c
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/start-code-editor
@@ -0,0 +1,25 @@
+#!/bin/bash
+set -e
+
+eval "$(micromamba shell hook --shell=bash)"
+
+# Activate conda environment 'base', which is the default environment for sagemaker-distribution
+micromamba activate base
+
+# Start code-editor server
+if [ -n "$SAGEMAKER_APP_TYPE_LOWERCASE" ]; then
+  # SAGEMAKER_APP_TYPE is set, indicating the server is running within a SageMaker
+  # app. Configure the base url to be `/<app-type-in-lower-case>/default`.
+  sagemaker-code-editor --host 0.0.0.0 --port 8888 \
+    --without-connection-token \
+    --base-path "/$SAGEMAKER_APP_TYPE_LOWERCASE/default" \
+    --server-data-dir /opt/amazon/sagemaker/sagemaker-code-editor-server-data \
+    --extensions-dir /opt/amazon/sagemaker/sagemaker-code-editor-server-data/extensions \
+    --user-data-dir /opt/amazon/sagemaker/sagemaker-code-editor-user-data
+else
+  sagemaker-code-editor --host 0.0.0.0 --port 8888 \
+    --without-connection-token \
+    --server-data-dir /opt/amazon/sagemaker/sagemaker-code-editor-server-data \
+    --extension-dir /opt/amazon/sagemaker/sagemaker-code-editor-server-data/extensions \
+    --user-data-dir /opt/amazon/sagemaker/sagemaker-code-editor-user-data
+fi
diff --git a/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/start-jupyter-server b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/start-jupyter-server
new file mode 100755
index 00000000..6ff4eac3
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/dirs/usr/local/bin/start-jupyter-server
@@ -0,0 +1,36 @@
+#!/bin/bash
+set -e
+
+eval "$(micromamba shell hook --shell=bash)"
+
+# Activate conda environment 'base', which is the default environment for Cosmos
+micromamba activate base
+
+# Start Jupyter server in rtc mode for shared spaces
+if [ -n "$SAGEMAKER_APP_TYPE_LOWERCASE" ] && [ "$SAGEMAKER_SPACE_TYPE_LOWERCASE" == "shared" ]; then
+  jupyter labextension enable @jupyter/collaboration-extension
+  # SAGEMAKER_APP_TYPE is set, indicating the server is running within a SageMaker
+  # app. Configure the base url to be `/<app-type-in-lower-case>/default`.
+  # SAGEMAKER_SPACE_TYPE_LOWERCASE flag is used to determine if the server should start
+  # in real-time-collaboration mode for a given space.
+  jupyter lab --ip 0.0.0.0 --port 8888 \
+    --ServerApp.base_url="/$SAGEMAKER_APP_TYPE_LOWERCASE/default" \
+    --ServerApp.token='' \
+    --ServerApp.allow_origin='*' \
+    --collaborative \
+    --ServerApp.identity_provider_class=sagemaker_jupyterlab_extension_common.identity.SagemakerIdentityProvider \
+    --YDocExtension.ystore_class=sagemaker_jupyterlab_extension_common.ydoc_override.ydoc.MySQLiteYStore
+
+# Start Jupyter server
+elif [ -n "$SAGEMAKER_APP_TYPE_LOWERCASE" ]; then
+  # SAGEMAKER_APP_TYPE is set, indicating the server is running within a SageMaker
+  # app. Configure the base url to be `/<app-type-in-lower-case>/default`.
+  jupyter lab --ip 0.0.0.0 --port 8888 \
+    --ServerApp.base_url="/$SAGEMAKER_APP_TYPE_LOWERCASE/default" \
+    --ServerApp.token='' \
+    --ServerApp.allow_origin='*'
+else
+  jupyter lab --ip 0.0.0.0 --port 8888 \
+    --ServerApp.token='' \
+    --ServerApp.allow_origin='*'
+fi
diff --git a/build_artifacts/v1/v1.8/v1.8.0/gpu.arg_based_env.in b/build_artifacts/v1/v1.8/v1.8.0/gpu.arg_based_env.in
new file mode 100644
index 00000000..51cba0a9
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/gpu.arg_based_env.in
@@ -0,0 +1 @@
+conda-forge::cudatoolkit=$CUDA_MAJOR_MINOR_VERSION
diff --git a/build_artifacts/v1/v1.8/v1.8.0/gpu.env.in b/build_artifacts/v1/v1.8/v1.8.0/gpu.env.in
new file mode 100644
index 00000000..eced2c31
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/gpu.env.in
@@ -0,0 +1,52 @@
+# This file is auto-generated.
+conda-forge::jupyter-collaboration[version='>=1.1.0,<2.0.0']
+conda-forge::sagemaker-code-editor[version='>=1.0.0,<2.0.0']
+conda-forge::amazon_sagemaker_sql_editor[version='>=0.1.6,<1.0.0']
+conda-forge::amazon-sagemaker-sql-magic[version='>=0.1.1,<1.0.0']
+conda-forge::langchain[version='>=0.1.9,<1.0.0']
+conda-forge::fastapi[version='>=0.103.2,<1.0.0']
+conda-forge::uvicorn[version='>=0.29.0,<1.0.0']
+conda-forge::pytorch-gpu[version='>=2.0.0,<3.0.0']
+conda-forge::tensorflow[version='>=2.12.1,<3.0.0']
+conda-forge::python[version='>=3.10.14,<3.11.0']
+conda-forge::pip[version='>=23.3.2,<24.0.0']
+conda-forge::torchvision[version='>=0.15.2,<1.0.0']
+conda-forge::numpy[version='>=1.26.4,<2.0.0']
+conda-forge::pandas[version='>=2.1.4,<3.0.0']
+conda-forge::scikit-learn[version='>=1.4.2,<2.0.0']
+conda-forge::jinja2[version='>=3.1.3,<4.0.0']
+conda-forge::matplotlib[version='>=3.8.4,<4.0.0']
+conda-forge::sagemaker-headless-execution-driver[version='>=0.0.12,<1.0.0']
+conda-forge::ipython[version='>=8.22.2,<9.0.0']
+conda-forge::scipy[version='>=1.11.4,<2.0.0']
+conda-forge::keras[version='>=2.12.0,<3.0.0']
+conda-forge::py-xgboost-gpu[version='>=1.7.6,<2.0.0']
+conda-forge::jupyterlab[version='>=4.1.6,<5.0.0']
+conda-forge::ipywidgets[version='>=8.1.2,<9.0.0']
+conda-forge::conda[version='>=23.11.0,<24.0.0']
+conda-forge::boto3[version='>=1.34.51,<2.0.0']
+conda-forge::sagemaker-python-sdk[version='>=2.214.3,<3.0.0']
+conda-forge::supervisor[version='>=4.2.5,<5.0.0']
+conda-forge::autogluon[version='>=0.8.2,<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::jupyter-ai[version='>=2.12.0,<3.0.0']
+conda-forge::jupyter-scheduler[version='>=2.5.1,<3.0.0']
+conda-forge::nodejs[version='>=18.19.0,<19.0.0']
+conda-forge::jupyter-lsp[version='>=2.2.5,<3.0.0']
+conda-forge::jupyterlab-lsp[version='>=5.0.3,<6.0.0']
+conda-forge::python-lsp-server[version='>=1.11.0,<2.0.0']
+conda-forge::notebook[version='>=7.1.2,<8.0.0']
+conda-forge::altair[version='>=5.3.0,<6.0.0']
+conda-forge::sagemaker-studio-analytics-extension[version='>=0.0.21,<1.0.0']
+conda-forge::jupyter-dash[version='>=0.4.2,<1.0.0']
+conda-forge::sagemaker-jupyterlab-extension[version='>=0.3.1,<1.0.0']
+conda-forge::sagemaker-jupyterlab-emr-extension[version='>=0.1.9,<1.0.0']
+conda-forge::amazon-sagemaker-jupyter-scheduler[version='>=3.0.11,<4.0.0']
+conda-forge::jupyter-server-proxy[version='>=4.1.2,<5.0.0']
+conda-forge::amazon-codewhisperer-jupyterlab-ext[version='>=2.0.1,<3.0.0']
+conda-forge::jupyterlab-git[version='>=0.50.0,<1.0.0']
+conda-forge::sasl[version='>=0.3.1,<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/v1/v1.8/v1.8.0/gpu.env.out b/build_artifacts/v1/v1.8/v1.8.0/gpu.env.out
new file mode 100644
index 00000000..ce2d4a7e
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/gpu.env.out
@@ -0,0 +1,684 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this 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-13.2.0-h77fa898_7.conda#72ec1b1b04c4d15d4204ece1ecea5978
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.2.13-hd590300_5.conda#f36c115f1ee199da648e0597ec2047ad
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-13.2.0-hc0a3c3a_7.conda#53ebd4c833fa01cb2c6353e99f905406
+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.5-hfc55251_0.conda#04b88013080254850d6c01ed54810589
+https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-18.1.4-ha31de31_0.conda#48b9991e66abc186a7ad7975e97bd4d0
+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-gpu_0.tar.bz2#7702188077361f43a4d61e64c694f850
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-hd590300_5.conda#69b8b6202a07720f448be700e300ccf4
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-h55db66e_0.conda#10569984e7db886e4f1abc2b47ad79a1
+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-3.45.3-h2797004_0.conda#b3316cbe90249da4f8e84cd66e1cc55b
+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-2024.2.2-hbcca054_0.conda#2f4327a1cbe7f022401b236e915a5fef
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.3.0-hd590300_0.conda#c0f3abb4a16477208bbd43a39bd56f18
+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-3.10.14-hd12c33a_0_cpython.conda#2b4ba962994e8bd4be9ff5b64b75aff2
+https://conda.anaconda.org/conda-forge/noarch/absl-py-2.1.0-pyhd8ed1ab_0.conda#035d1d58677c13ec93122d9eb6b8803b
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-13.2.0-hca663fb_7.conda#c0bd771f09a326fdcd95a60b617795bf
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-13.2.0-h69a702a_7.conda#1b84f26d9f4f6026e179e7805d5a15cd
+https://conda.anaconda.org/conda-forge/linux-64/libopenblas-0.3.25-pthreads_h413a1c8_0.conda#d172b34a443b95f86089e8229ddc9a17
+https://conda.anaconda.org/conda-forge/linux-64/libblas-3.9.0-20_linux64_openblas.conda#2b7bb4f7562c8cf334fc2e20c2d28abc
+https://conda.anaconda.org/conda-forge/linux-64/libcblas-3.9.0-20_linux64_openblas.conda#36d486d72ab64ffea932329a1d3729a3
+https://conda.anaconda.org/conda-forge/linux-64/liblapack-3.9.0-20_linux64_openblas.conda#6fabc51f5e647d09cc010c40061557e0
+https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.10-4_cp310.conda#26322ec5d7712c3ded99dd656142b8ce
+https://conda.anaconda.org/conda-forge/linux-64/numpy-1.26.4-py310hb13e2d6_0.conda#6593de64c935768b6bad3e19b3e978be
+https://conda.anaconda.org/conda-forge/noarch/packaging-23.2-pyhd8ed1ab_0.conda#79002079284aa895f883c6b7f3f88fd6
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+https://conda.anaconda.org/conda-forge/noarch/cuda-version-11.8-h70ddcb2_3.conda#670f0e1593b8c1d84f57ad5fe5256799
+https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.9.7.29-hbc23b4c_3.conda#4a2d5fab2871d95544de4e1752948d0f
+https://conda.anaconda.org/conda-forge/noarch/filelock-3.14.0-pyhd8ed1ab_0.conda#831d85ae0acfba31b8efd0f0d07da736
+https://conda.anaconda.org/conda-forge/linux-64/markupsafe-2.1.5-py310h2372a71_0.conda#f6703fa0214a00bf49d1bef6dc7672d0
+https://conda.anaconda.org/conda-forge/noarch/jinja2-3.1.4-pyhd8ed1ab_0.conda#7b86ecb7d3557821c649b3c31e3eb9f2
+https://conda.anaconda.org/conda-forge/linux-64/libmagma-2.7.2-h09b5827_2.conda#f6de79234f35c2fcc2e49dc66436601d
+https://conda.anaconda.org/conda-forge/linux-64/libmagma_sparse-2.7.2-h09b5827_3.conda#53157a5777c664896654d8dbc9fd6bf9
+https://conda.anaconda.org/conda-forge/linux-64/libabseil-20230802.1-cxx17_h59595ed_0.conda#2785ddf4cb0e7e743477991d64353947
+https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-4.24.4-hf27288f_0.conda#1a0287ab734591ad63603734f923016b
+https://conda.anaconda.org/conda-forge/linux-64/libuv-1.48.0-hd590300_0.conda#7e8b914b1062dd4386e3de4d82a3ead6
+https://conda.anaconda.org/conda-forge/linux-64/magma-2.7.2-h4aca40b_3.conda#fe218300f1dfb9fbedbd210b3b9e020e
+https://conda.anaconda.org/conda-forge/linux-64/icu-73.2-h59595ed_0.conda#cc47e1facc155f91abd89b11e48e72ff
+https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda#d66573916ffcf376178462f1b61c941e
+https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.12.6-h232c23b_2.conda#9a3a42df8a95f65334dfc7b80da1195d
+https://conda.anaconda.org/conda-forge/linux-64/libhwloc-2.10.0-default_h2fb2949_1000.conda#7e3726e647a619c6ce5939014dfde86d
+https://conda.anaconda.org/conda-forge/linux-64/tbb-2021.12.0-h00ab1b0_0.conda#f1b776cff1b426e7e7461a8502a3b731
+https://conda.anaconda.org/conda-forge/linux-64/mkl-2022.2.1-h84fe81f_16997.conda#a7ce56d5757f5b57e7daabe703ade5bb
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+https://conda.anaconda.org/conda-forge/linux-64/gmp-6.3.0-h59595ed_1.conda#e358c7c5f6824c272b5034b3816438a7
+https://conda.anaconda.org/conda-forge/linux-64/mpfr-4.2.1-h9458935_1.conda#8083b20f566639c22f78bcd6ca35b276
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+https://conda.anaconda.org/conda-forge/noarch/mpmath-1.3.0-pyhd8ed1ab_0.conda#dbf6e2d89137da32fa6670f3bffc024e
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+https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h7f98852_2.tar.bz2#4cb3ad778ec2d5a7acbdf254eb1c42ae
+https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.1-py310h2372a71_1.conda#bb010e368de4940771368bc3dc4c63e7
+https://conda.anaconda.org/conda-forge/noarch/accelerate-0.21.0-pyhd8ed1ab_0.conda#172fa1bba08cd6b431a1739090ab0ffc
+https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.4.1-py310h2372a71_0.conda#f20cd4d9c1f4a8377d0818c819918bbb
+https://conda.anaconda.org/conda-forge/noarch/aiosignal-1.3.1-pyhd8ed1ab_0.tar.bz2#d1e1eb7e21a9e2c74279d87dafb68156
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+https://conda.anaconda.org/conda-forge/noarch/async-timeout-4.0.3-pyhd8ed1ab_0.conda#3ce482ec3066e6d809dbbb1d1679f215
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+https://conda.anaconda.org/conda-forge/linux-64/aiohttp-3.9.5-py310h2372a71_0.conda#00b6dda5bb36ac4226a051db2d406d22
+https://conda.anaconda.org/conda-forge/noarch/aioitertools-0.11.0-pyhd8ed1ab_0.tar.bz2#59c40397276a286241c65faec5e1be3c
+https://conda.anaconda.org/conda-forge/noarch/jmespath-1.0.1-pyhd8ed1ab_0.tar.bz2#2cfa3e1cf3fb51bb9b17acc5b5e9ea11
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+https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0-pyhd8ed1ab_0.conda#2cf4264fffb9e6eff6031c5b6884d61c
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+https://conda.anaconda.org/conda-forge/noarch/pysocks-1.7.1-pyha2e5f31_6.tar.bz2#2a7de29fb590ca14b5243c4c812c8025
+https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.18-pyhd8ed1ab_0.conda#bf61cfd2a7f212efba378167a07d4a6a
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diff --git a/build_artifacts/v1/v1.8/v1.8.0/patch_glue_pyspark.json b/build_artifacts/v1/v1.8/v1.8.0/patch_glue_pyspark.json
new file mode 100644
index 00000000..ab70fd8d
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/patch_glue_pyspark.json
@@ -0,0 +1,15 @@
+{
+  "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 and Ray",
+  "env": {"request_origin": "SageMakerStudioPySparkNotebook", "glue_version": "3.0"},
+  "language": "python"
+}
+
diff --git a/build_artifacts/v1/v1.8/v1.8.0/patch_glue_spark.json b/build_artifacts/v1/v1.8/v1.8.0/patch_glue_spark.json
new file mode 100644
index 00000000..1bd168e7
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/patch_glue_spark.json
@@ -0,0 +1,15 @@
+{
+  "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/v1/v1.8/v1.8.0/source-version.txt b/build_artifacts/v1/v1.8/v1.8.0/source-version.txt
new file mode 100644
index 00000000..081af9a1
--- /dev/null
+++ b/build_artifacts/v1/v1.8/v1.8.0/source-version.txt
@@ -0,0 +1 @@
+1.7.1
\ No newline at end of file