diff --git a/.github/workflows/params-env.yaml b/.github/workflows/params-env.yaml
index c3c586bfc..dc110cb7e 100644
--- a/.github/workflows/params-env.yaml
+++ b/.github/workflows/params-env.yaml
@@ -1,9 +1,10 @@
 ---
-name: Validation of params.env content (image SHAs)
+name: Validation of image references (image SHAs) in params.env and runtime images
 on:  # yamllint disable-line rule:truthy
   pull_request:
     paths:
       - 'manifests/base/params.env'
+      - 'ci/check-params-env.sh'
 
 permissions:
   contents: read
@@ -21,3 +22,8 @@ jobs:
       - name: Validate the 'manifests/base/params.env' file content
         run: |
           bash ./ci/check-params-env.sh
+
+      - name: Validate references for runtime images
+        id: validate-runtime-images-references
+        run: |
+          bash ./ci/check-runtime-images.sh
diff --git a/Makefile b/Makefile
index c6b2527a8..297e73684 100644
--- a/Makefile
+++ b/Makefile
@@ -415,14 +415,12 @@ test-%: bin/kubectl
 	elif echo "$(FULL_NOTEBOOK_NAME)" | grep -q "intel-ml-ubi9"; then \
 		$(call test_with_papermill,intel/ml,ubi9,python-3.9) \
 	elif echo "$(FULL_NOTEBOOK_NAME)" | grep -q "trustyai-ubi9"; then \
-		$(MAKE) validate-ubi9-datascience -e FULL_NOTEBOOK_NAME=$(FULL_NOTEBOOK_NAME); \
 		$(call test_with_papermill,trustyai,ubi9,python-3.9) \
 	elif echo "$(FULL_NOTEBOOK_NAME)" | grep -q "minimal-ubi8"; then \
 		$(call test_with_papermill,minimal,ubi8,python-3.8) \
 	elif echo "$(FULL_NOTEBOOK_NAME)" | grep -q "datascience-ubi8"; then \
 		$(MAKE) validate-ubi8-datascience -e FULL_NOTEBOOK_NAME=$(FULL_NOTEBOOK_NAME); \
 	elif echo "$(FULL_NOTEBOOK_NAME)" | grep -q "trustyai-ubi8"; then \
-		$(MAKE) validate-ubi8-datascience -e FULL_NOTEBOOK_NAME=$(FULL_NOTEBOOK_NAME); \
 		$(call test_with_papermill,trustyai,ubi8,python-3.8) \
 	elif echo "$(FULL_NOTEBOOK_NAME)" | grep -q "anaconda"; then \
 		echo "There is no test notebook implemented yet for Anaconda Notebook...." \
diff --git a/amd/c9s-python-3.9/Dockerfile b/amd/c9s-python-3.9/Dockerfile
new file mode 100644
index 000000000..5a645deef
--- /dev/null
+++ b/amd/c9s-python-3.9/Dockerfile
@@ -0,0 +1,102 @@
+ARG BASE_IMAGE
+FROM ${BASE_IMAGE}
+LABEL name="odh-notebook-rocm-python-3.9" \
+      summary="ROCm Python 3.9 base image for ODH notebooks" \
+      description="ROCm Python 3.9 builder image based on CentOS Stream 9 for ODH notebooks" \
+      io.k8s.display-name="ROCm Python 3.9 base image for ODH notebooks" \
+      io.k8s.description="ROCm Python 3.9 builder image based on C9S for ODH notebooks" \
+      authoritative-source-url="https://github.com/opendatahub-io/notebooks" \
+      io.openshift.build.commit.ref="main" \
+      io.openshift.build.source-location="https://github.com/opendatahub-io/notebooks/tree/main/amd/python-3.9" \
+      io.openshift.build.image="quay.io/opendatahub/workbench-images:rocm-python-3.9"
+
+USER 0
+WORKDIR /opt/app-root/bin
+
+ARG ROCM_VERSION=6.1
+ARG AMDGPU_VERSION=6.1
+# Base
+RUN yum -y install git java-1.8.0-openjdk python; yum clean all
+# Install ROCm AMD from:
+# https://github.com/ROCm/ROCm-docker/blob/master/dev/Dockerfile-centos-7-complete
+# Enable epel-release repositories
+RUN yum install -y https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm && \
+    yum config-manager --set-enabled crb && \
+    yum clean all && rm -rf /var/cache/yum
+
+
+# Install required base build and packaging commands for ROCm
+RUN yum -y install \
+    bc \
+    bridge-utils \
+    glibc.i686 \
+    numactl-libs \
+    libssh \
+    libunwind-devel \
+    libunwind \
+    pciutils \
+    pciutils-libs \
+    re2c \
+    doxygen \
+    elfutils-libelf-devel \
+    expect \
+    numactl-devel \
+    pciutils-devel \
+    qemu-kvm \
+    subversion \
+    dkms \
+    dpkg \
+    dpkg-dev \
+    dpkg-perl && \
+    yum clean all 
+# These binaries are not available.
+# devscripts \
+# pth \
+# libcxx-devel \
+
+
+# Enable the epel repository for fakeroot
+# RUN yum --enablerepo=extras install -y fakeroot
+# RUN yum clean all
+RUN yum install -y fakeroot && \
+    yum clean all
+
+
+# On CentOS, install package centos-release-scl available in CentOS repository:
+# RUN yum install -y centos-release-scl
+
+# Install the devtoolset-7 collection:
+# RUN yum install -y devtoolset-7
+# RUN yum install -y devtoolset-7-libatomic-devel devtoolset-7-elfutils-libelf-devel
+
+# Install the ROCm rpms
+RUN echo "[ROCm]" > /etc/yum.repos.d/rocm.repo && \
+    echo "name=ROCm" >> /etc/yum.repos.d/rocm.repo && \
+    echo "baseurl=https://repo.radeon.com/rocm/el9/$ROCM_VERSION/main" >> /etc/yum.repos.d/rocm.repo && \
+    echo "enabled=1" >> /etc/yum.repos.d/rocm.repo && \
+    echo "gpgcheck=0" >> /etc/yum.repos.d/rocm.repo
+
+RUN echo "[amdgpu]" > /etc/yum.repos.d/amdgpu.repo && \
+    echo "name=amdgpu" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "baseurl=https://repo.radeon.com/amdgpu/$AMDGPU_VERSION/el/9.2/main/x86_64" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "enabled=1" >> /etc/yum.repos.d/amdgpu.repo && \
+    echo "gpgcheck=0" >> /etc/yum.repos.d/amdgpu.repo
+
+# Install rocm and amdgpu binaries 
+RUN yum install -y amdgpu-dkms rocm && \
+    yum clean all
+
+# Set ENV to enable devtoolset7 by default 
+# Set ENV to enable devtoolset7 by default 
+# ENV PATH=/opt/rh/devtoolset-7/root/usr/bin:/opt/rocm/hcc/bin:/opt/rocm/hip/bin:/opt/rocm/bin:/opt/rocm/hcc/bin:${PATH:+:${PATH}}
+# ENV MANPATH=/opt/rh/devtoolset-7/root/usr/share/man:${MANPATH}
+# ENV INFOPATH=/opt/rh/devtoolset-7/root/usr/share/info${INFOPATH:+:${INFOPATH}}
+# ENV PCP_DIR=/opt/rh/devtoolset-7/root
+# ENV PERL5LIB=/opt/rh/devtoolset-7/root//usr/lib64/perl5/vendor_perl:/opt/rh/devtoolset-7/root/usr/lib/perl5:/opt/rh/devtoolset-7/root//usr/share/perl5/
+# ENV LD_LIBRARY_PATH=/opt/rocm/lib:/usr/local/lib:/opt/rh/devtoolset-7/root$rpmlibdir$rpmlibdir32${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
+# ENV PYTHONPATH=/opt/rh/devtoolset-7/root/usr/lib64/python$pythonvers/site-packages:/opt/rh/devtoolset-7/root/usr/lib/python$pythonvers/
+# ENV LDFLAGS="-Wl,-rpath=/opt/rh/devtoolset-7/root/usr/lib64 -Wl,-rpath=/opt/rh/devtoolset-7/root/usr/lib"
+
+# Restore notebook user workspace
+USER 1001
+WORKDIR /opt/app-root/src
diff --git a/base/c9s-python-3.9/Pipfile.lock b/base/c9s-python-3.9/Pipfile.lock
index 05f03d8ae..d54a92fd8 100644
--- a/base/c9s-python-3.9/Pipfile.lock
+++ b/base/c9s-python-3.9/Pipfile.lock
@@ -16,12 +16,22 @@
         ]
     },
     "default": {
+        "setuptools": {
+            "hashes": [
+                "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e",
+                "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==69.2.0"
+        },
         "wheel": {
             "hashes": [
                 "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85",
                 "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         }
     },
diff --git a/base/ubi8-python-3.8/Pipfile.lock b/base/ubi8-python-3.8/Pipfile.lock
index ac76345de..5346d5fe6 100644
--- a/base/ubi8-python-3.8/Pipfile.lock
+++ b/base/ubi8-python-3.8/Pipfile.lock
@@ -16,12 +16,22 @@
         ]
     },
     "default": {
+        "setuptools": {
+            "hashes": [
+                "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e",
+                "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==69.2.0"
+        },
         "wheel": {
             "hashes": [
                 "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85",
                 "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         }
     },
diff --git a/base/ubi9-python-3.9/Pipfile.lock b/base/ubi9-python-3.9/Pipfile.lock
index 05f03d8ae..d54a92fd8 100644
--- a/base/ubi9-python-3.9/Pipfile.lock
+++ b/base/ubi9-python-3.9/Pipfile.lock
@@ -16,12 +16,22 @@
         ]
     },
     "default": {
+        "setuptools": {
+            "hashes": [
+                "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e",
+                "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"
+            ],
+            "index": "pypi",
+            "markers": "python_version >= '3.8'",
+            "version": "==69.2.0"
+        },
         "wheel": {
             "hashes": [
                 "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85",
                 "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"
             ],
             "index": "pypi",
+            "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         }
     },
diff --git a/ci/check-params-env.sh b/ci/check-params-env.sh
index 45acd12a0..f6d19a5fe 100755
--- a/ci/check-params-env.sh
+++ b/ci/check-params-env.sh
@@ -184,9 +184,8 @@ function check_image_variable_matches_name_and_commitref() {
             ;;
         odh-habana-notebook-image-n)
             expected_name="odh-notebook-habana-jupyter-1.13.0-ubi8-python-3.8"
-            # expected_commitref="2024a"
-            expected_commitref="main"
-            expected_build_name="habana-jupyter-1.13.0-ubi8-python-3.8"
+            expected_commitref="2024a"
+            expected_build_name="habana-jupyter-1.13.0-ubi8-python-3.8-amd64"
             ;;
         odh-habana-notebook-image-n-1)
             expected_name="odh-notebook-habana-jupyter-1.10.0-ubi8-python-3.8"
@@ -194,12 +193,12 @@ function check_image_variable_matches_name_and_commitref() {
             expected_commitref="rhods-1.34"
             expected_build_name="habana-jupyter-1.10.0-ubi8-python-3.8-amd64"
             ;;
-        odh-codeserver-notebook-n)
+        odh-codeserver-notebook-image-n)
             expected_name="odh-notebook-code-server-ubi9-python-3.9"
             expected_commitref="release-2024a"
             expected_build_name="codeserver-ubi9-python-3.9-amd64"
             ;;
-        odh-codeserver-notebook-n-1)
+        odh-codeserver-notebook-image-n-1)
             expected_name="odh-notebook-code-server-ubi9-python-3.9"
             expected_commitref="release-2023b"
             expected_build_name="codeserver-ubi9-python-3.9-amd64"
diff --git a/ci/check-runtime-images.sh b/ci/check-runtime-images.sh
new file mode 100755
index 000000000..8908a9b6c
--- /dev/null
+++ b/ci/check-runtime-images.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+#
+# This script serves to check and validate the definitions for runtime images.
+# It does just a brief check of the metadata defined in the json file:
+#   1. checks that given `.metadata.image_name` is valid and can be accessed by skopeo tool
+#   2. checks that tag in `.metadata.tags[0]` can be found in the output from skopeo tool
+#
+# THIS FILE DOESN'T CHECK THAT THE USED LINK TO IMAGE IS THE LATEST ONE AVAILABLE!
+#
+# This script uses `skopeo` and `jq` tools installed locally for retrieving
+# information about the particular remote images.
+#
+# Local execution: ./ci/check-runtime-image.sh
+#   Note: please execute from the root directory so that relative path matches
+#
+# In case of the PR on GitHub, this check is tied to GitHub actions automatically,
+# see `.github/workflows` directory.
+
+# ---------------------------- DEFINED FUNCTIONS ----------------------------- #
+
+function check_image() {
+    local runtime_image_file="${1}"
+
+    echo "---------------------------------------------"
+    echo "Checking file: '${runtime_image_file}'"
+
+    local img_tag
+    local img_url
+    local img_metadata
+
+    img_tag=$(jq -r '.metadata.tags[0]' "${runtime_image_file}") || {
+        echo "ERROR: Couldn't parse image tags metadata for '${runtime_image_file}' runtime image file!"
+        return 1
+    }
+    img_url=$(jq -r '.metadata.image_name' "${runtime_image_file}") || {
+        echo "ERROR: Couldn't parse image URL metadata for '${runtime_image_file}' runtime image file!"
+        return 1
+    }
+
+    img_metadata="$(skopeo inspect --config "docker://${img_url}")" || {
+        echo "ERROR: Couldn't download '${img_url}' image metadata with skopeo tool!"
+        return 1
+    }
+
+    local expected_string="runtime-${img_tag}-ubi"
+    echo "Checking that '${expected_string}' is present in the image metadata"
+    echo "${img_metadata}" | grep --quiet "${expected_string}" || {
+        echo "ERROR: The string '${expected_string}' isn't present in the image metadata at all. Please check that the referenced image '${img_url}' is the correct one!"
+        return 1
+    }
+
+    # TODO: we shall extend this check to check also Label "io.openshift.build.commit.ref" value (e.g. '2024a') or something similar
+}
+
+function main() {
+    ret_code=0
+
+    # If name of the directory isn't good enough, maybe we can improve this to search for the: `"schema_name": "runtime-image"` string.
+    runtime_image_files=$(find . -name "*.json" | grep "runtime-images" | sort --unique)
+
+    IFS=$'\n'
+    for file in ${runtime_image_files}; do
+        check_image "${file}" || {
+            echo "ERROR: Check for '${file}' failed!"
+            ret_code=1
+        }
+    done
+
+    echo "---------------------------------------------"
+    echo ""
+    if test "${ret_code}" -eq 0; then
+        echo "Validation of runtime images definitions was successful! Congrats :)"
+    else
+        echo "ERROR: Some of the runtime image definitions aren't valid, please check above!"
+    fi
+
+    return "${ret_code}"
+}
+
+# ------------------------------ MAIN SCRIPT --------------------------------- #
+
+main
+
+exit "${?}"
diff --git a/ci/security-scan/quay_security_analysis.py b/ci/security-scan/quay_security_analysis.py
index c9b31a195..584a43f63 100644
--- a/ci/security-scan/quay_security_analysis.py
+++ b/ci/security-scan/quay_security_analysis.py
@@ -20,9 +20,9 @@
     "odh-tensorflow-gpu-notebook-image-main",
     "odh-trustyai-notebook-image-main",
     "odh-habana-notebook-image-main",
-    "odh-codeserver-notebook-main",
-    "odh-rstudio-notebook-main",
-    "odh-rstudio-gpu-notebook-main"
+    "odh-codeserver-notebook-image-main",
+    "odh-rstudio-notebook-image-main",
+    "odh-rstudio-gpu-notebook-image-main"
 ]
 
 IMAGES = [
@@ -37,9 +37,9 @@
     "odh-runtime-tensorflow-notebook-image-n",
     "odh-trustyai-notebook-image-n",
     "odh-habana-notebook-image-n",
-    "odh-codeserver-notebook-n",
-    "odh-rstudio-notebook-n",
-    "odh-rstudio-gpu-notebook-n"
+    "odh-codeserver-notebook-image-n",
+    "odh-rstudio-notebook-image-n",
+    "odh-rstudio-gpu-notebook-image-n"
 ]
 
 IMAGES_N_1 = [
@@ -53,9 +53,9 @@
     "odh-tensorflow-gpu-notebook-image-n-1",
     "odh-runtime-tensorflow-notebook-image-n-1",
     "odh-trustyai-notebook-image-n-1",
-    "odh-codeserver-notebook-n-1",
-    "odh-rstudio-notebook-n-1",
-    "odh-rstudio-gpu-notebook-n-1"
+    "odh-codeserver-notebook-image-n-1",
+    "odh-rstudio-notebook-image-n-1",
+    "odh-rstudio-gpu-notebook-image-n-1"
 ]
 
 def generate_markdown_table(branch_dictionary):
diff --git a/ci/security-scan/weekly_commit_ids.env b/ci/security-scan/weekly_commit_ids.env
index 189a065be..ecb8f768b 100644
--- a/ci/security-scan/weekly_commit_ids.env
+++ b/ci/security-scan/weekly_commit_ids.env
@@ -18,15 +18,15 @@ odh-trustyai-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:bf2087
 odh-trustyai-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:5b5bae7a11f2e34b67726a86d24b8f2c35c701a48d80abbdbc91030033d2fc1f
 odh-habana-notebook-image-main=quay.io/opendatahub/workbench-images@sha256:f5237ad45f84a9adfc5e30d6fab809dcd7fd10dc9048b3c82f8dfe71d2d7eb2c
 odh-habana-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:b0821ae2abe45387a371108ac08e7474b64255e5c4519de5da594b4617fd79fe
-odh-codeserver-notebook-main=quay.io/opendatahub/workbench-images@sha256:2797380eaf0f05d6002e9fbb41a6a8b5368b658230ba46b07341c9c96797f591
-odh-codeserver-notebook-n=quay.io/opendatahub/workbench-images@sha256:1c5bcbfc222dfb59849fee67e050719c688c93d3608f7b46edbe5666263641f3
-odh-codeserver-notebook-n-1=quay.io/opendatahub/workbench-images@sha256:fd5b9f65c0f46d4c093e2f58fce305eeb125bf19ee1d88f67b9fafe56142e92d
-odh-rstudio-notebook-main=quay.io/opendatahub/workbench-images@sha256:cffcf81ca0dba140d3dfc5ab452eebd6db92e55da5bdfbe3f931661489a8a596
-odh-rstudio-notebook-n=quay.io/opendatahub/workbench-images@sha256:8e99e4e3800db121d02b50adec5eba27746bf89d32dba3e2b17e8d750ac53608
-odh-rstudio-notebook-n-1=quay.io/opendatahub/workbench-images@sha256:75d6764e1155c1d18dc4472ff319f9291d0d9703b19ee1374e902b6ab7f55cfb
-odh-rstudio-gpu-notebook-main=quay.io/opendatahub/workbench-images@sha256:41d07177990519db629796f743b6dcb663bc8090e4c8248348f746b2fa4f7dbb
-odh-rstudio-gpu-notebook-n=quay.io/opendatahub/workbench-images@sha256:3ad0bb5f3b8c2ca1d29a423913b6d8f32353d9787c5f38e4b56a9a922f6e3cdd
-odh-rstudio-gpu-notebook-n-1=quay.io/opendatahub/workbench-images@sha256:aef5fd12264651abf286e9a4efbe25ca002cc257fbc6f1a5daf39fd55c7d6206
+odh-codeserver-notebook-image-main=quay.io/opendatahub/workbench-images@sha256:2797380eaf0f05d6002e9fbb41a6a8b5368b658230ba46b07341c9c96797f591
+odh-codeserver-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:1c5bcbfc222dfb59849fee67e050719c688c93d3608f7b46edbe5666263641f3
+odh-codeserver-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:fd5b9f65c0f46d4c093e2f58fce305eeb125bf19ee1d88f67b9fafe56142e92d
+odh-rstudio-notebook-image-main=quay.io/opendatahub/workbench-images@sha256:cffcf81ca0dba140d3dfc5ab452eebd6db92e55da5bdfbe3f931661489a8a596
+odh-rstudio-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:8e99e4e3800db121d02b50adec5eba27746bf89d32dba3e2b17e8d750ac53608
+odh-rstudio-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:75d6764e1155c1d18dc4472ff319f9291d0d9703b19ee1374e902b6ab7f55cfb
+odh-rstudio-gpu-notebook-image-main=quay.io/opendatahub/workbench-images@sha256:41d07177990519db629796f743b6dcb663bc8090e4c8248348f746b2fa4f7dbb
+odh-rstudio-gpu-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:3ad0bb5f3b8c2ca1d29a423913b6d8f32353d9787c5f38e4b56a9a922f6e3cdd
+odh-rstudio-gpu-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:aef5fd12264651abf286e9a4efbe25ca002cc257fbc6f1a5daf39fd55c7d6206
 odh-runtime-minimal-notebook-image-main=quay.io/opendatahub/workbench-images@sha256:b02d8970449a48362a9f54ea563692b8d4c0e9f1f689ea1cf6bd2da18538a421
 odh-runtime-minimal-notebook-image-n=quay.io/opendatahub/workbench-images@sha256:91224cde193645c231e454bdcc25ab1aa40dd7c7bc466c87baffa8c03f5e3128
 odh-runtime-minimal-notebook-image-n-1=quay.io/opendatahub/workbench-images@sha256:41dd881199fd93ffccc4f00c16a69ad16f27f1e4877373ad96ff7a94b9564972
diff --git a/codeserver/ubi9-python-3.9/Dockerfile b/codeserver/ubi9-python-3.9/Dockerfile
index 434683aab..67510e532 100644
--- a/codeserver/ubi9-python-3.9/Dockerfile
+++ b/codeserver/ubi9-python-3.9/Dockerfile
@@ -39,6 +39,13 @@ RUN yum install -y "https://github.com/coder/code-server/releases/download/${COD
 RUN chmod -R g+w /opt/app-root/lib/python3.9/site-packages && \
     fix-permissions /opt/app-root -P
 
+COPY --chown=1001:0 utils utils/
+
+# Create and intall the extensions though build-time on a temporary directory. Later this directory will copied on the `/opt/app-root/src/.local/share/code-server/extensions` via run-code-server.sh file when it starts up. 
+RUN mkdir -p /opt/app-root/extensions-temp && \
+    code-server --install-extension /opt/app-root/bin/utils/ms-python.python-2024.2.1.vsix --extensions-dir /opt/app-root/extensions-temp && \
+    code-server --install-extension  /opt/app-root/bin/utils/ms-toolsai.jupyter-2023.9.100.vsix --extensions-dir /opt/app-root/extensions-temp
+
 # Install NGINX to proxy code-server and pass probes check
 ENV NGINX_VERSION=1.24 \
     NGINX_SHORT_VER=124 \
@@ -88,7 +95,13 @@ RUN sed -i -f ${NGINX_APP_ROOT}/nginxconf.sed ${NGINX_CONF_PATH} && \
     chmod -R ug+rwX ${NGINX_APP_ROOT}/etc && \
     chmod -R ug+rwX ${NGINX_CONTAINER_SCRIPTS_PATH}/nginx-start && \
     chmod -R ug+rwX /var/lib/nginx /var/log/nginx /run && \
-    rpm-file-permissions
+    rpm-file-permissions && \
+    # Ensure the temporary directory and target directory have the correct permissions
+    mkdir -p /opt/app-root/src/.local/share/code-server/extensions && \
+    mkdir -p /opt/app-root/src/.local/share/code-server/coder-logs && \
+    chown -R 1001:0 /opt/app-root/src/.local/share/code-server && \
+    chown -R 1001:0 /opt/app-root/extensions-temp && \
+    chown -R 1001:0 /opt/app-root/src/.config/code-server
 
 ## Configure nginx
 COPY nginx/serverconf/ /opt/app-root/etc/nginx.default.d/
@@ -96,7 +109,6 @@ COPY nginx/httpconf/ /opt/app-root/etc/nginx.d/
 COPY nginx/api/ /opt/app-root/api/
 
 # Launcher
-COPY --chown=1001:0 utils utils/
 COPY --chown=1001:0 run-code-server.sh run-nginx.sh ./
 
 ENV SHELL /bin/bash
diff --git a/codeserver/ubi9-python-3.9/run-code-server.sh b/codeserver/ubi9-python-3.9/run-code-server.sh
index 0bc16ad2c..9b4e3acf3 100755
--- a/codeserver/ubi9-python-3.9/run-code-server.sh
+++ b/codeserver/ubi9-python-3.9/run-code-server.sh
@@ -42,30 +42,31 @@ else
   fi
 fi
 
-# # Check if code-server folder exists
-if [ ! -f "/opt/app-root/src/.local/share/code-server" ]; then
+# Ensure the extensions directory exists
+extensions_dir="/opt/app-root/src/.local/share/code-server/extensions"
+mkdir -p "$extensions_dir"
 
-    # Check internet connection - this check is for disconected enviroments
-    if curl -Is http://www.google.com | head -n 1 | grep -q "200 OK"; then
-        # Internet connection is available
-        echo "Internet connection available. Installing specific extensions."
-
-        # Install specific extensions
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-python.python-2024.2.1.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-toolsai.jupyter-2023.9.100.vsix
+# Copy installed extensions to the runtime extensions directory if they do not already exist
+if [ -d "/opt/app-root/extensions-temp" ]; then
+  for extension in /opt/app-root/extensions-temp/*/;
+  do
+    extension_folder=$(basename "$extension")
+    if [ ! -d "$extensions_dir/$extension_folder" ]; then
+      cp -r "$extension" "$extensions_dir"
+      echo "Debug: Extension '$extension_folder' copied to runtime directory."
     else
-        # No internet connection
-        echo "No internet connection. Installing all extensions."
-
-        # Install all extensions
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-python.python-2024.2.1.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-python.debugpy-2024.2.0@linux-x64.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-toolsai.jupyter-2023.9.100.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-toolsai.jupyter-keymap-1.1.2.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-toolsai.jupyter-renderers-1.0.17.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-toolsai.vscode-jupyter-cell-tags-0.1.8.vsix
-        code-server --install-extension ${SCRIPT_DIR}/utils/ms-toolsai.vscode-jupyter-slideshow-0.1.5.vsix
+      echo "Debug: Extension '$extension_folder' already exists in runtime directory, skipping."
     fi
+  done
+else
+  echo "Debug: Temporary extensions directory not found."
+fi
+
+# Ensure log directory exists
+logs_dir="/opt/app-root/src/.local/share/code-server/coder-logs"
+if [ ! -d "$logs_dir" ]; then
+  echo "Debug: Log directory not found, creating '$logs_dir'..."
+  mkdir -p "$logs_dir"
 fi
 
 # Start server
diff --git a/habana/1.13.0/ubi8-python-3.8/Pipfile b/habana/1.13.0/ubi8-python-3.8/Pipfile
index 8e21311b7..e20e7e63f 100644
--- a/habana/1.13.0/ubi8-python-3.8/Pipfile
+++ b/habana/1.13.0/ubi8-python-3.8/Pipfile
@@ -35,14 +35,14 @@ scikit-learn = "~=1.3.2"
 scipy = "~=1.10.1"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
 jupyter-bokeh = "~=3.0.7" # Upgrade would bring in jupyterlab 4
 jupyter-server = "~=2.13.0"
diff --git a/habana/1.13.0/ubi8-python-3.8/Pipfile.lock b/habana/1.13.0/ubi8-python-3.8/Pipfile.lock
index 460e7b3d1..966862466 100644
--- a/habana/1.13.0/ubi8-python-3.8/Pipfile.lock
+++ b/habana/1.13.0/ubi8-python-3.8/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "8ecd55a9200a1daab05b3baa50885cfedcf51ef815739ff4e96a118ce2e85c4b"
+            "sha256": "8a286451f935e8c33dfc565fcf913bd1c71769cc746a9901dccd5a8b315a44bc"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -21,7 +21,7 @@
                 "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308",
                 "sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==2.1.0"
         },
         "aiofiles": {
@@ -29,7 +29,7 @@
                 "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad",
                 "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"
             ],
-            "markers": "python_version >= '3.7' and python_version < '4.0'",
+            "markers": "python_full_version >= '3.7.0' and python_full_version < '4.0.0'",
             "version": "==22.1.0"
         },
         "aiohttp": {
@@ -126,7 +126,7 @@
                 "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc",
                 "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==1.3.1"
         },
         "aiosqlite": {
@@ -137,6 +137,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -150,7 +157,7 @@
                 "sha256:0fca07b290282b9449590cbdb39b3461c45f2b6037523949f028ff2cba82c85e",
                 "sha256:c2aec138a24f8462d6199c65666590dab14acb18af6c62950c82bc8d40862558"
             ],
-            "markers": "python_version >= '3.6' and python_version < '4'",
+            "markers": "python_version >= '3.6' and python_full_version < '4.0.0'",
             "version": "==1.1.6"
         },
         "argon2-cffi": {
@@ -158,7 +165,7 @@
                 "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08",
                 "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==23.1.0"
         },
         "argon2-cffi-bindings": {
@@ -198,11 +205,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
-            "markers": "python_full_version >= '3.8.0'",
-            "version": "==3.1.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -231,7 +238,7 @@
                 "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
                 "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==23.2.0"
         },
         "autopep8": {
@@ -287,11 +294,11 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "backcall": {
             "hashes": [
@@ -324,72 +331,72 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
+            ],
+            "markers": "python_full_version >= '3.7.0'",
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
                 "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051",
                 "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"
             ],
-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
             "version": "==4.12.3"
         },
         "black": {
             "hashes": [
-                "sha256:1bb9ca06e556a09f7f7177bc7cb604e5ed2d2df1e9119e4f7d2f1f7071c32e5d",
-                "sha256:21f9407063ec71c5580b8ad975653c66508d6a9f57bd008bb8691d273705adcd",
-                "sha256:4396ca365a4310beef84d446ca5016f671b10f07abdba3e4e4304218d2c71d33",
-                "sha256:44d99dfdf37a2a00a6f7a8dcbd19edf361d056ee51093b2445de7ca09adac965",
-                "sha256:5cd5b4f76056cecce3e69b0d4c228326d2595f506797f40b9233424e2524c070",
-                "sha256:64578cf99b6b46a6301bc28bdb89f9d6f9b592b1c5837818a177c98525dbe397",
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-            "version": "==24.4.0"
+            "version": "==24.4.2"
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@@ -417,27 +424,26 @@
         },
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-            "version": "==1.34.87"
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@@ -619,23 +625,22 @@
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-            "markers": "python_version >= '3.8' and python_version < '4.0'",
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@@ -896,11 +901,11 @@
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@@ -973,45 +978,42 @@
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@@ -1098,11 +1100,11 @@
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@@ -1117,7 +1119,7 @@
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@@ -1125,23 +1127,23 @@
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@@ -1157,7 +1159,7 @@
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@@ -1165,7 +1167,7 @@
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@@ -1371,7 +1365,6 @@
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@@ -1443,7 +1436,7 @@
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@@ -1458,7 +1451,7 @@
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@@ -1478,27 +1471,27 @@
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@@ -1520,11 +1513,11 @@
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@@ -1540,7 +1533,6 @@
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@@ -1598,7 +1589,6 @@
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@@ -1623,7 +1613,6 @@
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@@ -1657,7 +1645,6 @@
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@@ -1666,7 +1653,6 @@
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@@ -1675,7 +1661,6 @@
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@@ -1700,7 +1685,6 @@
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@@ -1948,7 +1932,7 @@
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@@ -2002,7 +1986,6 @@
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@@ -2044,7 +2027,7 @@
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@@ -2055,7 +2038,7 @@
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@@ -2077,7 +2060,7 @@
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@@ -2243,7 +2226,7 @@
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@@ -2284,7 +2267,6 @@
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@@ -2300,16 +2282,16 @@
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@@ -2317,7 +2299,6 @@
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@@ -2375,18 +2356,18 @@
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@@ -2421,15 +2402,14 @@
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@@ -2441,12 +2421,11 @@
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@@ -2535,7 +2514,7 @@
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@@ -2567,7 +2546,6 @@
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@@ -2713,7 +2691,7 @@
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@@ -3828,18 +3803,17 @@
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@@ -3867,14 +3841,13 @@
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@@ -3943,19 +3915,19 @@
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+            "version": "==3.5.0"
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         "tinycss2": {
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@@ -3967,11 +3939,11 @@
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+                "sha256:fbd8fd427f57a03cff3ad6574b5e299131585d9727c8c366da4624a9069ed746"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.9.0"
+            "version": "==5.10.0"
         },
         "uri-template": {
             "hashes": [
@@ -4121,7 +4105,7 @@
                 "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07",
                 "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "markers": "python_version < '3.10'",
             "version": "==1.26.18"
         },
         "virtualenv": {
@@ -4189,19 +4173,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
         },
         "whatthepatch": {
             "hashes": [
@@ -4216,7 +4200,6 @@
                 "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         },
         "widgetsnbextension": {
@@ -4224,7 +4207,7 @@
                 "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
                 "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==4.0.10"
         },
         "wrapt": {
@@ -4494,7 +4477,7 @@
                 "sha256:f3bc6af6e2b8f92eced34ef6a96ffb248e863af20ef4fde9448cc8c9b858b749",
                 "sha256:f7d6b36dd2e029b6bcb8a13cf19664c7b8e19ab3a58e0fefbb5b8461447ed5ec"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==1.9.4"
         },
         "yaspin": {
@@ -4510,16 +4493,16 @@
                 "sha256:43a001473f5c8abcf182f603049cf305cbc855ad8deaa9dfa0f3b5a7cea9d0ff",
                 "sha256:b1ba0dfcc9762f0ca168d2378062d3ca1299d39076b0f145d961359121042be5"
             ],
-            "markers": "python_version >= '3.7'",
+            "markers": "python_full_version >= '3.7.0'",
             "version": "==0.8.4"
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.18.1"
+            "markers": "python_version < '3.10'",
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/intel/base/gpu/ubi9-python-3.9/Dockerfile b/intel/base/gpu/ubi9-python-3.9/Dockerfile
index 4ea73260b..a162bf3a5 100644
--- a/intel/base/gpu/ubi9-python-3.9/Dockerfile
+++ b/intel/base/gpu/ubi9-python-3.9/Dockerfile
@@ -15,6 +15,8 @@ USER 0
 WORKDIR /opt/app-root/src
 
 RUN . /etc/os-release && \
+    #TODO: Remove explicit declaration of VERSION_ID once available on version 9.4
+    VERSION_ID=9.3 && \
     dnf install -y 'dnf-command(config-manager)' && \
     dnf config-manager --add-repo \
         https://repositories.intel.com/gpu/rhel/${VERSION_ID}/lts/2350/unified/intel-gpu-${VERSION_ID}.repo  && \
diff --git a/intel/runtimes/ml/ubi9-python-3.9/Pipfile b/intel/runtimes/ml/ubi9-python-3.9/Pipfile
index e54d9254f..a34d1ab6e 100644
--- a/intel/runtimes/ml/ubi9-python-3.9/Pipfile
+++ b/intel/runtimes/ml/ubi9-python-3.9/Pipfile
@@ -20,7 +20,7 @@ plotly = "~=5.16.1"
 scipy = "~=1.11.2"
 scikit-learn = "~=1.3.1"
 skl2onnx = "~=1.15.0"
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.5.0"
 psycopg = "~=3.1.10"
diff --git a/intel/runtimes/ml/ubi9-python-3.9/Pipfile.lock b/intel/runtimes/ml/ubi9-python-3.9/Pipfile.lock
index d2ef688ed..112f8d458 100644
--- a/intel/runtimes/ml/ubi9-python-3.9/Pipfile.lock
+++ b/intel/runtimes/ml/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "450eee99a895bec0b05482fdb5f8f73093b26e2a73293acfa4b7d57c3eb561dc"
+            "sha256": "64036cf130cabc59d23bcdcc7900b40a7e7b29fde152f723efc505f8cbee2a45"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -253,27 +253,27 @@
         },
         "azure-storage-blob": {
             "hashes": [
-                "sha256:13e16ba42fc54ac2c7e8f976062173a5c82b9ec0594728e134aac372965a11b0",
-                "sha256:c5530dc51c21c9564e4eb706cd499befca8819b10dd89716d3fc90d747556243"
+                "sha256:de6b3bf3a90e9341a6bcb96a2ebe981dffff993e9045818f6549afea827a52a9",
+                "sha256:eeb91256e41d4b5b9bad6a87fd0a8ade07dd58aa52344e2c8d2746e27a017d3b"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==12.19.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==12.20.0"
         },
         "azure-storage-file-datalake": {
             "hashes": [
-                "sha256:358f1616db479b8272b74fb7d5f10f93dfc695a264137dd1959b50b50dcd6346",
-                "sha256:736b565e8c46fc0a36f64102d5fa63e1367b698496d845b7572fc7cad4925cec"
+                "sha256:6b12ce23f5fffb26a6fa7f7f5932442a1d419dba1675f9ff89dcd13f9707be5a",
+                "sha256:bc6c07fa22a93446c2c9097b10ad6572396e82ab34230d697f30034258415a0b"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==12.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==12.15.0"
         },
         "azure-storage-file-share": {
             "hashes": [
-                "sha256:0098f1cfa9344c4f781ce0cd504ff3a35255751553c01e720dccd0caa8d8aa2a",
-                "sha256:69cb8ec09f15dc5259126ceebff59a6dec4a5f23c37bfac4488dce4711385e60"
+                "sha256:412fb7e6c3c28f6f722af98195aa59407aaa32323afa13a4a01f62d0b8774eb3",
+                "sha256:de7bbe7281dafb7b591166ee4bd81887d8553ac5396d80926503a5fa1c08ddf1"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==12.15.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==12.16.0"
         },
         "azureml": {
             "hashes": [
@@ -312,36 +312,36 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -369,19 +369,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:b709dbf8d5c241a86406b0634461b9c8a7a7934ca35502347c2d1d6b8a97ab8a",
-                "sha256:c630597a4d8018dc5ca364176104f10d3c96ef21009d28b398090822d49a57f1"
+                "sha256:58d097241f3895c4a4c80c9e606689c6e06d77f55f9f53a4cc02dee7e03938b9",
+                "sha256:59b6499f1bb423dd99de6566a20d0a7cf1a5476824be3a792290fd86600e8365"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.87"
+            "version": "==1.34.103"
         },
         "botocore": {
             "hashes": [
-                "sha256:854c6de3c34fa6836f57cc4427651e57b7cfe90f297a60e4cc686886cb47140c",
-                "sha256:a3a4d857f0941d98a1e5ce8cd64c39062271fea0be4d9f3d0d6aff6cb58123b9"
+                "sha256:0330d139f18f78d38127e65361859e24ebd6a8bcba184f903c01bb999a3fa431",
+                "sha256:5f07e2c7302c0a9f469dcd08b4ddac152e9f5888b12220242c20056255010939"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.87"
+            "version": "==1.34.103"
         },
         "cachetools": {
             "hashes": [
@@ -571,12 +571,12 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:7e2341dcbbde4e064374046e141ba6ba68abec31be56fd8f692c42e260c0b659",
+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.8' and python_version < '4.0'",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -600,6 +600,14 @@
             ],
             "version": "==0.5.6"
         },
+        "comm": {
+            "hashes": [
+                "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
+                "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.2.2"
+        },
         "commonmark": {
             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -819,11 +827,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f",
-                "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"
+                "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f",
+                "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.13.4"
+            "version": "==3.14.0"
         },
         "fonttools": {
             "hashes": [
@@ -969,11 +977,11 @@
                 "grpc"
             ],
             "hashes": [
-                "sha256:5a63aa102e0049abe85b5b88cb9409234c1f70afcda21ce1e40b285b9629c1d6",
-                "sha256:62d97417bfc674d6cef251e5c4d639a9655e00c45528c4364fbfebb478ce72a9"
+                "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251",
+                "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.18.0"
+            "version": "==2.19.0"
         },
         "google-auth": {
             "hashes": [
@@ -993,11 +1001,11 @@
         },
         "google-cloud-bigquery": {
             "hashes": [
-                "sha256:6265c39f9d5bdf50f11cb81a9c2a0605d285df34ac139de0d2333b1250add0ff",
-                "sha256:83a090aae16b3a687ef22e7b0a1b551e18da615b1c4855c5f312f198959e7739"
+                "sha256:80c8e31a23b68b7d3ae5d138c9a9edff69d100ee812db73a5e63c79a13a5063d",
+                "sha256:957591e6f948d7cb4aa0f7a8e4e47b4617cd7f0269e28a71c37953c39b6e8a4c"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==3.21.0"
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@@ -1227,6 +1227,14 @@
             "index": "pypi",
             "version": "==0.2.0"
         },
+        "ipywidgets": {
+            "hashes": [
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@@ -1269,11 +1277,11 @@
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@@ -1285,11 +1293,11 @@
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@@ -1325,6 +1333,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
         },
+        "jupyterlab-widgets": {
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@@ -1460,164 +1476,147 @@
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+                "sha256:7700936ef9d006b7ef605dc53aa364da2de5a3aa65516a1f3ce73bf82ecfc7ae",
+                "sha256:7732770412bab81c5a9f6d20aeb60ae943a9b36dcd990d876a773526468e7163",
+                "sha256:7750569d9526199c5b97e5a9f8d96a13300950d910cf04a861d96f4273d5b104",
+                "sha256:7f1944ce16401aad1e3f7d312247b3d5de7981f634dc9dfe90da72b87d37887d",
+                "sha256:81c5196a790032e0fc2464c0b4ab95f8610f96f1f2fa3d4deacce6a79852da60",
+                "sha256:8352f48d511de5f973e4f2f9412736d7dea76c69faa6d36bcf885b50c758ab9a",
+                "sha256:8927638a4d4137a289e41d0fd631551e89fa346d6dbcfc31ad627557d03ceb6d",
+                "sha256:8c7672e9fba7425f79019db9945b16e308ed8bc89348c23d955c8c0540da0a07",
+                "sha256:8d2e182c9ee01135e11e9676e9a62dfad791a7a467738f06726872374a83db49",
+                "sha256:910e71711d1055b2768181efa0a17537b2622afeb0424116619817007f8a2b10",
+                "sha256:942695a206a58d2575033ff1e42b12b2aece98d6003c6bc739fbf33d1773b12f",
+                "sha256:9437ca26784120a279f3137ee080b0e717012c42921eb07861b412340f85bae2",
+                "sha256:967342e045564cef76dfcf1edb700b1e20838d83b1aa02ab313e6a497cf923b8",
+                "sha256:998125738de0158f088aef3cb264a34251908dd2e5d9966774fdab7402edfab7",
+                "sha256:9e6934d70dc50f9f8ea47081ceafdec09245fd9f6032669c3b45705dea096b88",
+                "sha256:a3d456ff2a6a4d2adcdf3c1c960a36f4fd2fec6e3b4902a42a384d17cf4e7a65",
+                "sha256:a7b28c5b066bca9a4eb4e2f2663012debe680f097979d880657f00e1c30875a0",
+                "sha256:a888e8bdb45916234b99da2d859566f1e8a1d2275a801bb8e4a9644e3c7e7909",
+                "sha256:aa3679e751408d75a0b4d8d26d6647b6d9326f5e35c00a7ccd82b78ef64f65f8",
+                "sha256:aaa71ee43a703c321906813bb252f69524f02aa05bf4eec85f0c41d5d62d0f4c",
+                "sha256:b646bf655b135ccf4522ed43d6902af37d3f5dbcf0da66c769a2b3938b9d8184",
+                "sha256:b906b5f58892813e5ba5c6056d6a5ad08f358ba49f046d910ad992196ea61397",
+                "sha256:b9bb1f182a97880f6078283b3505a707057c42bf55d8fca604f70dedfdc0772a",
+                "sha256:bd1105b50ede37461c1d51b9698c4f4be6e13e69a908ab7751e3807985fc0346",
+                "sha256:bf18932d0003c8c4d51a39f244231986ab23ee057d235a12b2684ea26a353590",
+                "sha256:c273e795e7a0f1fddd46e1e3cb8be15634c29ae8ff31c196debb620e1edb9333",
+                "sha256:c69882964516dc143083d3795cb508e806b09fc3800fd0d4cddc1df6c36e76bb",
+                "sha256:c827576e2fa017a081346dce87d532a5310241648eb3700af9a571a6e9fc7e74",
+                "sha256:cbfbea39ba64f5e53ae2915de36f130588bba71245b418060ec3330ebf85678e",
+                "sha256:ce0bb20e3a11bd04461324a6a798af34d503f8d6f1aa3d2aa8901ceaf039176d",
+                "sha256:d0cee71bc618cd93716f3c1bf56653740d2d13ddbd47673efa8bf41435a60daa",
+                "sha256:d21be4770ff4e08698e1e8e0bce06edb6ea0626e7c8f560bc08222880aca6a6f",
+                "sha256:d31dea506d718693b6b2cffc0648a8929bdc51c70a311b2770f09611caa10d53",
+                "sha256:d44607f98caa2961bab4fa3c4309724b185b464cdc3ba6f3d7340bac3ec97cc1",
+                "sha256:d58ad6317d188c43750cb76e9deacf6051d0f884d87dc6518e0280438648a9ac",
+                "sha256:d70129cef4a8d979caa37e7fe957202e7eee8ea02c5e16455bc9808a59c6b2f0",
+                "sha256:d85164315bd68c0806768dc6bb0429c6f95c354f87485ee3593c4f6b14def2bd",
+                "sha256:d960de62227635d2e61068f42a6cb6aae91a7fe00fca0e3aeed17667c8a34611",
+                "sha256:dc48b479d540770c811fbd1eb9ba2bb66951863e448efec2e2c102625328e92f",
+                "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c",
+                "sha256:e2be6e9dd4111d5b31ba3b74d17da54a8319d8168890fbaea4b9e5c3de630ae5",
+                "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab",
+                "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc",
+                "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43",
+                "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da",
+                "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac",
+                "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843",
+                "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e",
+                "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89",
+                "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.18.0"
+            "version": "==0.18.1"
         },
         "rsa": {
             "hashes": [
@@ -3293,11 +3292,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a",
-                "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"
+                "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185",
+                "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.0"
         },
         "textwrap3": {
             "hashes": [
@@ -3308,19 +3307,19 @@
         },
         "threadpoolctl": {
             "hashes": [
-                "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262",
-                "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
-                "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847",
-                "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"
+                "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d",
+                "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.2.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.0"
         },
         "tornado": {
             "hashes": [
@@ -3342,11 +3341,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -3412,11 +3411,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
+        },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.10"
         },
         "wrapt": {
             "hashes": [
diff --git a/jupyter/datascience/ubi8-python-3.8/Pipfile b/jupyter/datascience/ubi8-python-3.8/Pipfile
index 4a396ac71..24229d4b4 100644
--- a/jupyter/datascience/ubi8-python-3.8/Pipfile
+++ b/jupyter/datascience/ubi8-python-3.8/Pipfile
@@ -17,14 +17,14 @@ scikit-learn = "~=1.3.2"
 scipy = "~=1.10.1"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
 jupyter-bokeh = "~=3.0.7" # Upgrade would bring in jupyterlab 4
 jupyter-server = "~=2.13.0"
diff --git a/jupyter/datascience/ubi8-python-3.8/Pipfile.lock b/jupyter/datascience/ubi8-python-3.8/Pipfile.lock
index 408ffc3e7..4c27b4942 100644
--- a/jupyter/datascience/ubi8-python-3.8/Pipfile.lock
+++ b/jupyter/datascience/ubi8-python-3.8/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "bbe8202139a603621a1d3159843d677b439d095403e6338f5c1f3c29cd64055f"
+            "sha256": "3a033681f50005a3b32e052f288eefd228a92806116cdfaefd093bf9d0bafa90"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -21,7 +21,7 @@
                 "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad",
                 "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"
             ],
-            "markers": "python_version >= '3.7' and python_version < '4'",
+            "markers": "python_version >= '3.7' and python_full_version < '4.0.0'",
             "version": "==22.1.0"
         },
         "aiohttp": {
@@ -128,6 +128,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -141,7 +148,7 @@
                 "sha256:0fca07b290282b9449590cbdb39b3461c45f2b6037523949f028ff2cba82c85e",
                 "sha256:c2aec138a24f8462d6199c65666590dab14acb18af6c62950c82bc8d40862558"
             ],
-            "markers": "python_version >= '3.6' and python_version < '4'",
+            "markers": "python_full_version >= '3.6.0' and python_full_version < '4.0.0'",
             "version": "==1.1.6"
         },
         "argon2-cffi": {
@@ -176,7 +183,7 @@
                 "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e",
                 "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"
             ],
-            "markers": "python_version >= '3.6'",
+            "markers": "python_full_version >= '3.6.0'",
             "version": "==21.2.0"
         },
         "arrow": {
@@ -189,11 +196,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -227,11 +234,11 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "backcall": {
             "hashes": [
@@ -264,72 +271,72 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
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@@ -357,19 +364,19 @@
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@@ -384,7 +391,7 @@
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@@ -551,11 +558,11 @@
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@@ -768,11 +775,11 @@
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@@ -786,7 +793,7 @@
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@@ -794,7 +801,7 @@
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@@ -821,11 +828,11 @@
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@@ -891,45 +898,42 @@
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@@ -1298,16 +1294,16 @@
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@@ -1319,11 +1315,11 @@
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@@ -1345,11 +1341,11 @@
                 "format-nongpl"
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@@ -1505,11 +1501,11 @@
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@@ -1669,7 +1665,7 @@
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@@ -1808,10 +1804,10 @@
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@@ -1826,7 +1822,7 @@
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@@ -2045,11 +2041,11 @@
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@@ -2093,11 +2089,11 @@
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         "notebook": {
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+            "version": "==6.5.7"
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         "notebook-shim": {
             "hashes": [
@@ -2143,26 +2139,26 @@
         },
         "nvidia-ml-py": {
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-            "version": "==12.535.133"
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-            "markers": "python_version >= '3.6'",
+            "markers": "python_full_version >= '3.6.0'",
             "version": "==3.2.2"
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         "odh-elyra": {
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+            "version": "==3.16.6"
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@@ -2235,7 +2231,7 @@
                 "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a",
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+            "markers": "python_full_version >= '3.6.0'",
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@@ -2287,18 +2283,18 @@
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@@ -2306,7 +2302,7 @@
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@@ -2458,7 +2454,7 @@
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@@ -2502,11 +2498,11 @@
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@@ -2537,44 +2533,44 @@
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@@ -2710,11 +2706,11 @@
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         "pygments": {
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@@ -2729,10 +2725,10 @@
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@@ -2835,7 +2831,7 @@
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@@ -2903,7 +2899,7 @@
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@@ -2998,88 +2994,102 @@
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+                "sha256:cc6139531f13148055d691e442e4bc6601f6dba1e6d521b1585d4788ab0bfad4",
+                "sha256:d2c75269f8205b2690db4572a4a36fe47cd1338e4368bc73a7a0e48789e2e35a",
+                "sha256:d47ebb01bd865fdea43da56254a3930a413f0c5590372a1241514abae8aa7c76",
+                "sha256:d4dc2fd6b3067c0782e7002ac3b38cf48608ee6366ff176bbd02cf969c9c20fe",
+                "sha256:d7d0e0ceeb8fe2468c70ec0c37b439dd554e2aa539a8a56365fd761edb418988",
+                "sha256:d8640fb4072d36b08e95a3a380ba65779d356b2fee8696afeb7794cf0902d0a1",
+                "sha256:dee5e97c2496874acbf1d3e37b521dd1f307349ed955e62d1d2f05382bc36dd5",
+                "sha256:dfef2814c6b3291c3c5f10065f745a1307d86019dbd7ea50e83504950136ed5b",
+                "sha256:e1402f0564a97d2a52310ae10a64d25bcef94f8dd643fcf5d310219d915484f7",
+                "sha256:e7ce306a42b6b93ca47ac4a3b96683ca554f6d35dd8adc5acfcd55096c8dfcb8",
+                "sha256:e82d4bb2138ab05e18f089a83b6564fee28048771eb63cdecf4b9b549de8a2cc",
+                "sha256:ecb24f0bdd899d368b715c9e6664166cf694d1e57be73f17759573a6986dd95a",
+                "sha256:f00ea7e00447918ee0eff2422c4add4c5752b1b60e88fcb3c067d4a21049a720",
+                "sha256:f3caf9cd64abfeb11a3b661329085c5e167abbe15256b3b68cb5d914ba7396f3",
+                "sha256:f44bd4b23a0e723bf8b10628288c2c7c335161d6840013d4d5de20e48551773b",
+                "sha256:f77b74475c462cb8b88680471193064d3e715c7c6074b1c8c412cb526466efe9",
+                "sha256:f8ccb77b3e40b151e20519c6ae6d89bfe3f4c14e8e210d910287f778368bb3d1",
+                "sha256:fbd8fd427f57a03cff3ad6574b5e299131585d9727c8c366da4624a9069ed746"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.9.0"
+            "version": "==5.10.0"
         },
         "uri-template": {
             "hashes": [
@@ -3719,38 +3742,41 @@
         },
         "watchdog": {
             "hashes": [
-                "sha256:11e12fafb13372e18ca1bbf12d50f593e7280646687463dd47730fd4f4d5d257",
-                "sha256:2895bf0518361a9728773083908801a376743bcc37dfa252b801af8fd281b1ca",
-                "sha256:39cb34b1f1afbf23e9562501673e7146777efe95da24fab5707b88f7fb11649b",
-                "sha256:45cc09cc4c3b43fb10b59ef4d07318d9a3ecdbff03abd2e36e77b6dd9f9a5c85",
-                "sha256:4986db5e8880b0e6b7cd52ba36255d4793bf5cdc95bd6264806c233173b1ec0b",
-                "sha256:5369136a6474678e02426bd984466343924d1df8e2fd94a9b443cb7e3aa20d19",
-                "sha256:557ba04c816d23ce98a06e70af6abaa0485f6d94994ec78a42b05d1c03dcbd50",
-                "sha256:6a4db54edea37d1058b08947c789a2354ee02972ed5d1e0dca9b0b820f4c7f92",
-                "sha256:6a80d5cae8c265842c7419c560b9961561556c4361b297b4c431903f8c33b269",
-                "sha256:6a9c71a0b02985b4b0b6d14b875a6c86ddea2fdbebd0c9a720a806a8bbffc69f",
-                "sha256:6c47bdd680009b11c9ac382163e05ca43baf4127954c5f6d0250e7d772d2b80c",
-                "sha256:6e949a8a94186bced05b6508faa61b7adacc911115664ccb1923b9ad1f1ccf7b",
-                "sha256:73c7a935e62033bd5e8f0da33a4dcb763da2361921a69a5a95aaf6c93aa03a87",
-                "sha256:76ad8484379695f3fe46228962017a7e1337e9acadafed67eb20aabb175df98b",
-                "sha256:8350d4055505412a426b6ad8c521bc7d367d1637a762c70fdd93a3a0d595990b",
-                "sha256:87e9df830022488e235dd601478c15ad73a0389628588ba0b028cb74eb72fed8",
-                "sha256:8f9a542c979df62098ae9c58b19e03ad3df1c9d8c6895d96c0d51da17b243b1c",
-                "sha256:8fec441f5adcf81dd240a5fe78e3d83767999771630b5ddfc5867827a34fa3d3",
-                "sha256:9a03e16e55465177d416699331b0f3564138f1807ecc5f2de9d55d8f188d08c7",
-                "sha256:ba30a896166f0fee83183cec913298151b73164160d965af2e93a20bbd2ab605",
-                "sha256:c17d98799f32e3f55f181f19dd2021d762eb38fdd381b4a748b9f5a36738e935",
-                "sha256:c522392acc5e962bcac3b22b9592493ffd06d1fc5d755954e6be9f4990de932b",
-                "sha256:d0f9bd1fd919134d459d8abf954f63886745f4660ef66480b9d753a7c9d40927",
-                "sha256:d18d7f18a47de6863cd480734613502904611730f8def45fc52a5d97503e5101",
-                "sha256:d31481ccf4694a8416b681544c23bd271f5a123162ab603c7d7d2dd7dd901a07",
-                "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec",
-                "sha256:eed82cdf79cd7f0232e2fdc1ad05b06a5e102a43e331f7d041e5f0e0a34a51c4",
-                "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245",
-                "sha256:f9b2fdca47dc855516b2d66eef3c39f2672cbf7e7a42e7e67ad2cbfcd6ba107d"
+                "sha256:0144c0ea9997b92615af1d94afc0c217e07ce2c14912c7b1a5731776329fcfc7",
+                "sha256:03e70d2df2258fb6cb0e95bbdbe06c16e608af94a3ffbd2b90c3f1e83eb10767",
+                "sha256:093b23e6906a8b97051191a4a0c73a77ecc958121d42346274c6af6520dec175",
+                "sha256:123587af84260c991dc5f62a6e7ef3d1c57dfddc99faacee508c71d287248459",
+                "sha256:17e32f147d8bf9657e0922c0940bcde863b894cd871dbb694beb6704cfbd2fb5",
+                "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429",
+                "sha256:4107ac5ab936a63952dea2a46a734a23230aa2f6f9db1291bf171dac3ebd53c6",
+                "sha256:4513ec234c68b14d4161440e07f995f231be21a09329051e67a2118a7a612d2d",
+                "sha256:611be3904f9843f0529c35a3ff3fd617449463cb4b73b1633950b3d97fa4bfb7",
+                "sha256:62c613ad689ddcb11707f030e722fa929f322ef7e4f18f5335d2b73c61a85c28",
+                "sha256:667f3c579e813fcbad1b784db7a1aaa96524bed53437e119f6a2f5de4db04235",
+                "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57",
+                "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a",
+                "sha256:998d2be6976a0ee3a81fb8e2777900c28641fb5bfbd0c84717d89bca0addcdc5",
+                "sha256:a3c2c317a8fb53e5b3d25790553796105501a235343f5d2bf23bb8649c2c8709",
+                "sha256:ab998f567ebdf6b1da7dc1e5accfaa7c6992244629c0fdaef062f43249bd8dee",
+                "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84",
+                "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd",
+                "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba",
+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3775,11 +3801,11 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "whatthepatch": {
             "hashes": [
@@ -3877,7 +3903,7 @@
                 "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a",
                 "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"
             ],
-            "markers": "python_version >= '3.6'",
+            "markers": "python_full_version >= '3.6.0'",
             "version": "==1.16.0"
         },
         "xyzservices": {
@@ -4075,7 +4101,7 @@
                 "sha256:58aaa19330b9eacf86241043342b4040ded75f170240276d963c570263cd8f53",
                 "sha256:f96ab3b5c42e1eaa6af3193508082309d9dc43f6963339f9aa606003ee8d7e63"
             ],
-            "markers": "python_full_version >= '3.8.1' and python_version < '4'",
+            "markers": "python_full_version >= '3.8.1' and python_full_version < '4.0.0'",
             "version": "==2.5.0"
         },
         "ypy-websocket": {
@@ -4088,11 +4114,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/datascience/ubi9-python-3.9/Pipfile b/jupyter/datascience/ubi9-python-3.9/Pipfile
index bed5e4b57..088dff5c8 100644
--- a/jupyter/datascience/ubi9-python-3.9/Pipfile
+++ b/jupyter/datascience/ubi9-python-3.9/Pipfile
@@ -17,14 +17,14 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
 jupyter-bokeh = "~=3.0.7" # Upgrade would bring in jupyterlab 4
 jupyter-server = "~=2.13.0"
diff --git a/jupyter/datascience/ubi9-python-3.9/Pipfile.lock b/jupyter/datascience/ubi9-python-3.9/Pipfile.lock
index 0f20417a0..287bd401e 100644
--- a/jupyter/datascience/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/datascience/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "ac6498748cb99d871ca2dbcbf59cec1c95fe52e1357b332b3915fd6c460b83fc"
+            "sha256": "b3dad346b87d502496174567d6639dd625cc5ae26155ec89612462132946f695"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -128,6 +128,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -141,7 +148,7 @@
                 "sha256:0fca07b290282b9449590cbdb39b3461c45f2b6037523949f028ff2cba82c85e",
                 "sha256:c2aec138a24f8462d6199c65666590dab14acb18af6c62950c82bc8d40862558"
             ],
-            "markers": "python_full_version >= '3.6.0' and python_version < '4'",
+            "markers": "python_version >= '3.6' and python_version < '4'",
             "version": "==1.1.6"
         },
         "argon2-cffi": {
@@ -176,7 +183,7 @@
                 "sha256:f1152ac548bd5b8bcecfb0b0371f082037e47128653df2e8ba6e914d384f3c3e",
                 "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"
             ],
-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
             "version": "==21.2.0"
         },
         "arrow": {
@@ -189,11 +196,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -227,80 +234,80 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
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-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
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-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
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@@ -328,19 +335,19 @@
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@@ -355,7 +362,7 @@
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@@ -522,11 +529,11 @@
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@@ -731,11 +738,11 @@
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@@ -749,7 +756,7 @@
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@@ -757,7 +764,7 @@
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@@ -784,11 +791,11 @@
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@@ -854,45 +861,42 @@
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@@ -1261,16 +1257,16 @@
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@@ -1282,11 +1278,11 @@
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@@ -1308,11 +1304,11 @@
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@@ -1468,11 +1464,11 @@
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@@ -1632,7 +1628,7 @@
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@@ -1752,10 +1748,10 @@
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+            "version": "==7.2.7"
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@@ -1770,7 +1766,7 @@
                 "sha256:18c694e5ae8a208cdb3d2c20a993ca1a7b0efa258c247a1e565150f477f83744",
                 "sha256:5e96aad5ccda4718e0a229ed94b2024df75cc2d55575ba5762d31f5767b8767d"
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-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
             "version": "==5.1.0"
         },
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@@ -1989,11 +1985,11 @@
         },
         "nbconvert": {
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+                "sha256:05873c620fe520b6322bf8a5ad562692343fe3452abda5765c7a34b7d1aa3eb3",
+                "sha256:86ca91ba266b0a448dc96fa6c5b9d98affabde2867b363258703536807f9f7f4"
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-            "version": "==7.16.3"
+            "version": "==7.16.4"
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         "nbdime": {
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@@ -2037,11 +2033,11 @@
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-                "sha256:b4625a4b7a597839dd3156b140d5ba2c7123761f98245a3290f67a8b8ee048d9",
-                "sha256:c1e2eb2e3b6079a0552a04974883a48d04c3c05792170d64a4b23d707d453181"
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-            "version": "==6.5.6"
+            "version": "==6.5.7"
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         "notebook-shim": {
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@@ -2095,26 +2091,26 @@
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         "nvidia-ml-py": {
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-                "sha256:91d808d3f246d30bead2a0a2540b74b9e9fc584a9c3f1f55abfc2940c4e44fd2",
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+                "sha256:b78a1175f299f702dea17fc468676443f3fefade880202da8d0997df15dc11e2",
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-            "version": "==12.535.133"
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-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
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-            "version": "==3.16.5"
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@@ -2187,7 +2183,7 @@
                 "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a",
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-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
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@@ -2243,18 +2239,18 @@
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@@ -2262,7 +2258,7 @@
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@@ -2399,7 +2395,7 @@
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@@ -2443,11 +2439,11 @@
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@@ -2478,44 +2474,44 @@
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@@ -2651,11 +2647,11 @@
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@@ -2670,10 +2666,10 @@
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@@ -2776,7 +2772,7 @@
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@@ -2844,7 +2840,7 @@
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@@ -2938,88 +2934,102 @@
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+                "sha256:b9500e61fce0cfc86168b248104e954fead61f9be213087153d272e817ec7b4f",
+                "sha256:ba17799fcddaddf5c1f75a4ba3fd6441f6a4f1e9173f8a786b42450851bd74f1",
+                "sha256:ba43cc34cce49cf2d4bc76401a754a81202d8aa926d0e2b79f0ee258cb15d3a4",
+                "sha256:baed37ea46d756aca2955e99525cc02d9181de67f25515c468856c38d52b5f3b",
+                "sha256:beeaf1c48e32f07d8820c705ff8e645f8afa690cca1544adba4ebfa067efdc88",
+                "sha256:c18610b9ccd2874950faf474692deee4223a994251bc0a083c114671b64e6518",
+                "sha256:c66962ca7565605b355a9ed478292da628b8f18c0f2793021ca4425abf8b01e5",
+                "sha256:caf270c6dba1be7a41125cd1e4fc7ba384bf564650beef0df2dd21a00b7f5770",
+                "sha256:cc6139531f13148055d691e442e4bc6601f6dba1e6d521b1585d4788ab0bfad4",
+                "sha256:d2c75269f8205b2690db4572a4a36fe47cd1338e4368bc73a7a0e48789e2e35a",
+                "sha256:d47ebb01bd865fdea43da56254a3930a413f0c5590372a1241514abae8aa7c76",
+                "sha256:d4dc2fd6b3067c0782e7002ac3b38cf48608ee6366ff176bbd02cf969c9c20fe",
+                "sha256:d7d0e0ceeb8fe2468c70ec0c37b439dd554e2aa539a8a56365fd761edb418988",
+                "sha256:d8640fb4072d36b08e95a3a380ba65779d356b2fee8696afeb7794cf0902d0a1",
+                "sha256:dee5e97c2496874acbf1d3e37b521dd1f307349ed955e62d1d2f05382bc36dd5",
+                "sha256:dfef2814c6b3291c3c5f10065f745a1307d86019dbd7ea50e83504950136ed5b",
+                "sha256:e1402f0564a97d2a52310ae10a64d25bcef94f8dd643fcf5d310219d915484f7",
+                "sha256:e7ce306a42b6b93ca47ac4a3b96683ca554f6d35dd8adc5acfcd55096c8dfcb8",
+                "sha256:e82d4bb2138ab05e18f089a83b6564fee28048771eb63cdecf4b9b549de8a2cc",
+                "sha256:ecb24f0bdd899d368b715c9e6664166cf694d1e57be73f17759573a6986dd95a",
+                "sha256:f00ea7e00447918ee0eff2422c4add4c5752b1b60e88fcb3c067d4a21049a720",
+                "sha256:f3caf9cd64abfeb11a3b661329085c5e167abbe15256b3b68cb5d914ba7396f3",
+                "sha256:f44bd4b23a0e723bf8b10628288c2c7c335161d6840013d4d5de20e48551773b",
+                "sha256:f77b74475c462cb8b88680471193064d3e715c7c6074b1c8c412cb526466efe9",
+                "sha256:f8ccb77b3e40b151e20519c6ae6d89bfe3f4c14e8e210d910287f778368bb3d1",
+                "sha256:fbd8fd427f57a03cff3ad6574b5e299131585d9727c8c366da4624a9069ed746"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.9.0"
+            "version": "==5.10.0"
         },
         "uri-template": {
             "hashes": [
@@ -3658,38 +3681,41 @@
         },
         "watchdog": {
             "hashes": [
-                "sha256:11e12fafb13372e18ca1bbf12d50f593e7280646687463dd47730fd4f4d5d257",
-                "sha256:2895bf0518361a9728773083908801a376743bcc37dfa252b801af8fd281b1ca",
-                "sha256:39cb34b1f1afbf23e9562501673e7146777efe95da24fab5707b88f7fb11649b",
-                "sha256:45cc09cc4c3b43fb10b59ef4d07318d9a3ecdbff03abd2e36e77b6dd9f9a5c85",
-                "sha256:4986db5e8880b0e6b7cd52ba36255d4793bf5cdc95bd6264806c233173b1ec0b",
-                "sha256:5369136a6474678e02426bd984466343924d1df8e2fd94a9b443cb7e3aa20d19",
-                "sha256:557ba04c816d23ce98a06e70af6abaa0485f6d94994ec78a42b05d1c03dcbd50",
-                "sha256:6a4db54edea37d1058b08947c789a2354ee02972ed5d1e0dca9b0b820f4c7f92",
-                "sha256:6a80d5cae8c265842c7419c560b9961561556c4361b297b4c431903f8c33b269",
-                "sha256:6a9c71a0b02985b4b0b6d14b875a6c86ddea2fdbebd0c9a720a806a8bbffc69f",
-                "sha256:6c47bdd680009b11c9ac382163e05ca43baf4127954c5f6d0250e7d772d2b80c",
-                "sha256:6e949a8a94186bced05b6508faa61b7adacc911115664ccb1923b9ad1f1ccf7b",
-                "sha256:73c7a935e62033bd5e8f0da33a4dcb763da2361921a69a5a95aaf6c93aa03a87",
-                "sha256:76ad8484379695f3fe46228962017a7e1337e9acadafed67eb20aabb175df98b",
-                "sha256:8350d4055505412a426b6ad8c521bc7d367d1637a762c70fdd93a3a0d595990b",
-                "sha256:87e9df830022488e235dd601478c15ad73a0389628588ba0b028cb74eb72fed8",
-                "sha256:8f9a542c979df62098ae9c58b19e03ad3df1c9d8c6895d96c0d51da17b243b1c",
-                "sha256:8fec441f5adcf81dd240a5fe78e3d83767999771630b5ddfc5867827a34fa3d3",
-                "sha256:9a03e16e55465177d416699331b0f3564138f1807ecc5f2de9d55d8f188d08c7",
-                "sha256:ba30a896166f0fee83183cec913298151b73164160d965af2e93a20bbd2ab605",
-                "sha256:c17d98799f32e3f55f181f19dd2021d762eb38fdd381b4a748b9f5a36738e935",
-                "sha256:c522392acc5e962bcac3b22b9592493ffd06d1fc5d755954e6be9f4990de932b",
-                "sha256:d0f9bd1fd919134d459d8abf954f63886745f4660ef66480b9d753a7c9d40927",
-                "sha256:d18d7f18a47de6863cd480734613502904611730f8def45fc52a5d97503e5101",
-                "sha256:d31481ccf4694a8416b681544c23bd271f5a123162ab603c7d7d2dd7dd901a07",
-                "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec",
-                "sha256:eed82cdf79cd7f0232e2fdc1ad05b06a5e102a43e331f7d041e5f0e0a34a51c4",
-                "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245",
-                "sha256:f9b2fdca47dc855516b2d66eef3c39f2672cbf7e7a42e7e67ad2cbfcd6ba107d"
+                "sha256:0144c0ea9997b92615af1d94afc0c217e07ce2c14912c7b1a5731776329fcfc7",
+                "sha256:03e70d2df2258fb6cb0e95bbdbe06c16e608af94a3ffbd2b90c3f1e83eb10767",
+                "sha256:093b23e6906a8b97051191a4a0c73a77ecc958121d42346274c6af6520dec175",
+                "sha256:123587af84260c991dc5f62a6e7ef3d1c57dfddc99faacee508c71d287248459",
+                "sha256:17e32f147d8bf9657e0922c0940bcde863b894cd871dbb694beb6704cfbd2fb5",
+                "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429",
+                "sha256:4107ac5ab936a63952dea2a46a734a23230aa2f6f9db1291bf171dac3ebd53c6",
+                "sha256:4513ec234c68b14d4161440e07f995f231be21a09329051e67a2118a7a612d2d",
+                "sha256:611be3904f9843f0529c35a3ff3fd617449463cb4b73b1633950b3d97fa4bfb7",
+                "sha256:62c613ad689ddcb11707f030e722fa929f322ef7e4f18f5335d2b73c61a85c28",
+                "sha256:667f3c579e813fcbad1b784db7a1aaa96524bed53437e119f6a2f5de4db04235",
+                "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57",
+                "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a",
+                "sha256:998d2be6976a0ee3a81fb8e2777900c28641fb5bfbd0c84717d89bca0addcdc5",
+                "sha256:a3c2c317a8fb53e5b3d25790553796105501a235343f5d2bf23bb8649c2c8709",
+                "sha256:ab998f567ebdf6b1da7dc1e5accfaa7c6992244629c0fdaef062f43249bd8dee",
+                "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84",
+                "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd",
+                "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba",
+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3714,11 +3740,11 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "whatthepatch": {
             "hashes": [
@@ -3816,7 +3842,7 @@
                 "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a",
                 "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"
             ],
-            "markers": "python_full_version >= '3.6.0'",
+            "markers": "python_version >= '3.6'",
             "version": "==1.16.0"
         },
         "xyzservices": {
@@ -4027,11 +4053,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/intel/ml/ubi9-python-3.9/Pipfile b/jupyter/intel/ml/ubi9-python-3.9/Pipfile
index 89c7365d8..7aad7cd27 100644
--- a/jupyter/intel/ml/ubi9-python-3.9/Pipfile
+++ b/jupyter/intel/ml/ubi9-python-3.9/Pipfile
@@ -20,7 +20,7 @@ plotly = "~=5.16.1"
 scipy = "~=1.11.2"
 scikit-learn = "~=1.3.1"
 skl2onnx = "~=1.15.0"
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.5.0"
 psycopg = "~=3.1.10"
diff --git a/jupyter/intel/ml/ubi9-python-3.9/Pipfile.lock b/jupyter/intel/ml/ubi9-python-3.9/Pipfile.lock
index c7bebfeb3..a39ab38e1 100644
--- a/jupyter/intel/ml/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/intel/ml/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "9a694a67bb5dadb8ee19a6d1e0935a33f1da0fefadcf3de8048c8b41b01f8301"
+            "sha256": "1bbd0043f27cb817184f311f6f392640b54c51dead99d99148deaa089b89e539"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -144,6 +144,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -314,19 +321,19 @@
         },
         "azure-mgmt-network": {
             "hashes": [
-                "sha256:114c4292d223b1d1e247b41af65b8d5a3793567e6adbfa230772055223f4182a",
-                "sha256:c76181e79d689df40b8160c4ffa8dd2bbf6ba064ed4d164fdefd8fb53b781641"
+                "sha256:87b5338d14c957bd3a28a5ec85fb74043749d1a16a48cd5978ef51c4a1036af3",
+                "sha256:dce2cafb1ae0e563e0b5efc537dc98a7c0ad824d4261e64bed75f788196dd5c6"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==25.2.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==25.3.0"
         },
         "azure-mgmt-resource": {
             "hashes": [
-                "sha256:c2ba6cfd99df95f55f36eadc4245e3dc713257302a1fd0277756d94bd8cb28e0",
-                "sha256:f185eec72bbc39f42bcb83ae6f1bad744f0e3f20a12d9b2b3e70d16c74ad9cc0"
+                "sha256:20b6b006b544fdb19607f3f6a381105625e0bb60fbf3036f39885c4646d3343e",
+                "sha256:fcaa4eca357d216f285b04e20b7f7bfaefda738ba6d30d956193090d3e325248"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==23.0.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==23.1.1"
         },
         "azure-mgmt-storage": {
             "hashes": [
@@ -338,27 +345,27 @@
         },
         "azure-storage-blob": {
             "hashes": [
-                "sha256:13e16ba42fc54ac2c7e8f976062173a5c82b9ec0594728e134aac372965a11b0",
-                "sha256:c5530dc51c21c9564e4eb706cd499befca8819b10dd89716d3fc90d747556243"
+                "sha256:de6b3bf3a90e9341a6bcb96a2ebe981dffff993e9045818f6549afea827a52a9",
+                "sha256:eeb91256e41d4b5b9bad6a87fd0a8ade07dd58aa52344e2c8d2746e27a017d3b"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==12.19.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==12.20.0"
         },
         "azure-storage-file-datalake": {
             "hashes": [
-                "sha256:358f1616db479b8272b74fb7d5f10f93dfc695a264137dd1959b50b50dcd6346",
-                "sha256:736b565e8c46fc0a36f64102d5fa63e1367b698496d845b7572fc7cad4925cec"
+                "sha256:6b12ce23f5fffb26a6fa7f7f5932442a1d419dba1675f9ff89dcd13f9707be5a",
+                "sha256:bc6c07fa22a93446c2c9097b10ad6572396e82ab34230d697f30034258415a0b"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==12.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==12.15.0"
         },
         "azure-storage-file-share": {
             "hashes": [
-                "sha256:0098f1cfa9344c4f781ce0cd504ff3a35255751553c01e720dccd0caa8d8aa2a",
-                "sha256:69cb8ec09f15dc5259126ceebff59a6dec4a5f23c37bfac4488dce4711385e60"
+                "sha256:412fb7e6c3c28f6f722af98195aa59407aaa32323afa13a4a01f62d0b8774eb3",
+                "sha256:de7bbe7281dafb7b591166ee4bd81887d8553ac5396d80926503a5fa1c08ddf1"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==12.15.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==12.16.0"
         },
         "azureml": {
             "hashes": [
@@ -369,18 +376,18 @@
         },
         "azureml-core": {
             "hashes": [
-                "sha256:58d5a2ca698332b70d48f82a1672f57f4777574c1c58d50e0d1857700050497d"
+                "sha256:490fb3289f7ed3d661382c4e45c2d5565963aacc3d2c0c32e255a798654b8532"
             ],
-            "markers": "python_version >= '3.7' and python_version < '4.0'",
-            "version": "==1.55.0.post2"
+            "markers": "python_version >= '3.8' and python_version < '4.0'",
+            "version": "==1.56.0"
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "backports.tempfile": {
             "hashes": [
@@ -398,36 +405,36 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
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@@ -439,31 +446,31 @@
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@@ -491,19 +498,19 @@
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@@ -701,12 +708,12 @@
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@@ -1028,11 +1035,11 @@
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@@ -1214,11 +1221,11 @@
                 "grpc"
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@@ -1253,11 +1260,11 @@
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@@ -1373,62 +1380,54 @@
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@@ -1466,7 +1465,7 @@
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@@ -1540,11 +1539,11 @@
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@@ -1556,11 +1555,11 @@
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@@ -1590,11 +1589,11 @@
                 "format-nongpl"
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@@ -1758,11 +1757,11 @@
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@@ -2002,11 +2001,11 @@
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@@ -2073,10 +2072,10 @@
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@@ -2343,11 +2342,11 @@
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@@ -2400,11 +2399,11 @@
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@@ -2451,10 +2450,10 @@
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@@ -2602,11 +2601,11 @@
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@@ -2742,11 +2741,11 @@
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@@ -2832,12 +2831,12 @@
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@@ -2867,44 +2866,44 @@
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+                "sha256:d960de62227635d2e61068f42a6cb6aae91a7fe00fca0e3aeed17667c8a34611",
+                "sha256:dc48b479d540770c811fbd1eb9ba2bb66951863e448efec2e2c102625328e92f",
+                "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c",
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+                "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab",
+                "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc",
+                "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43",
+                "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da",
+                "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac",
+                "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843",
+                "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e",
+                "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89",
+                "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.18.0"
+            "version": "==0.18.1"
         },
         "rsa": {
             "hashes": [
@@ -3884,11 +3897,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a",
-                "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"
+                "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185",
+                "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.0"
         },
         "termcolor": {
             "hashes": [
@@ -3908,19 +3921,19 @@
         },
         "threadpoolctl": {
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-                "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262",
-                "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
-                "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847",
-                "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"
+                "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d",
+                "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==1.2.1"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.3.0"
         },
         "tomli": {
             "hashes": [
@@ -3932,11 +3945,11 @@
         },
         "tomlkit": {
             "hashes": [
-                "sha256:5cd82d48a3dd89dee1f9d64420aa20ae65cfbd00668d6f094d7578a78efbb77b",
-                "sha256:7ca1cfc12232806517a8515047ba66a19369e71edf2439d0f5824f91032b6cc3"
+                "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f",
+                "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==0.12.4"
+            "version": "==0.12.5"
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         "tornado": {
             "hashes": [
@@ -3957,11 +3970,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -4169,11 +4182,11 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
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             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
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diff --git a/jupyter/minimal/ubi8-python-3.8/Pipfile.lock b/jupyter/minimal/ubi8-python-3.8/Pipfile.lock
index 45d566fdf..3535f86c3 100644
--- a/jupyter/minimal/ubi8-python-3.8/Pipfile.lock
+++ b/jupyter/minimal/ubi8-python-3.8/Pipfile.lock
@@ -26,85 +26,85 @@
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         "aiohttp": {
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@@ -198,11 +198,11 @@
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@@ -459,11 +459,11 @@
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@@ -580,42 +580,42 @@
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@@ -649,19 +649,19 @@
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@@ -675,11 +675,11 @@
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@@ -869,11 +869,11 @@
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-            "version": "==1.8.2"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
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@@ -1543,11 +1558,11 @@
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@@ -1576,27 +1591,27 @@
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-            "version": "==5.14.2"
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-            "version": "==4.10.0"
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@@ -1636,11 +1651,11 @@
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@@ -1835,11 +1850,11 @@
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diff --git a/jupyter/minimal/ubi9-python-3.9/Pipfile.lock b/jupyter/minimal/ubi9-python-3.9/Pipfile.lock
index a777b93e1..04e7469e4 100644
--- a/jupyter/minimal/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/minimal/ubi9-python-3.9/Pipfile.lock
@@ -26,85 +26,85 @@
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@@ -198,11 +198,11 @@
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@@ -452,11 +452,11 @@
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@@ -573,34 +573,34 @@
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@@ -634,19 +634,19 @@
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@@ -660,11 +660,11 @@
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@@ -708,11 +708,11 @@
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@@ -854,11 +854,11 @@
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             "hashes": [
-                "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475",
-                "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"
+                "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0",
+                "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"
             ],
             "markers": "python_version < '3.11' and python_version < '3.10'",
-            "version": "==4.10.0"
+            "version": "==4.11.0"
         },
         "uri-template": {
             "hashes": [
@@ -1598,11 +1613,11 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "wheel": {
             "hashes": [
@@ -1797,11 +1812,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/pytorch/ubi9-python-3.9/Pipfile b/jupyter/pytorch/ubi9-python-3.9/Pipfile
index 3a493f4e4..f47e383d0 100644
--- a/jupyter/pytorch/ubi9-python-3.9/Pipfile
+++ b/jupyter/pytorch/ubi9-python-3.9/Pipfile
@@ -26,14 +26,14 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
 jupyter-bokeh = "~=3.0.7" # Upgrade would bring in jupyterlab 4
 jupyter-server = "~=2.13.0"
diff --git a/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock b/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock
index 0b4e16297..53671d0bd 100644
--- a/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/pytorch/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "7df6bc1d968c613ddd5bca3a36c94fa6b7e388fe816e141d3abf1cadc1dd4bad"
+            "sha256": "c1ccf95017fc9610949ef62f28af3c157c5cbeee62a9e305d123245ab9f1ca76"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -141,6 +141,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -202,11 +209,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -240,44 +247,44 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -289,31 +296,31 @@
         },
         "black": {
             "hashes": [
-                "sha256:1bb9ca06e556a09f7f7177bc7cb604e5ed2d2df1e9119e4f7d2f1f7071c32e5d",
-                "sha256:21f9407063ec71c5580b8ad975653c66508d6a9f57bd008bb8691d273705adcd",
-                "sha256:4396ca365a4310beef84d446ca5016f671b10f07abdba3e4e4304218d2c71d33",
-                "sha256:44d99dfdf37a2a00a6f7a8dcbd19edf361d056ee51093b2445de7ca09adac965",
-                "sha256:5cd5b4f76056cecce3e69b0d4c228326d2595f506797f40b9233424e2524c070",
-                "sha256:64578cf99b6b46a6301bc28bdb89f9d6f9b592b1c5837818a177c98525dbe397",
-                "sha256:64e60a7edd71fd542a10a9643bf369bfd2644de95ec71e86790b063aa02ff745",
-                "sha256:652e55bb722ca026299eb74e53880ee2315b181dfdd44dca98e43448620ddec1",
-                "sha256:6644f97a7ef6f401a150cca551a1ff97e03c25d8519ee0bbc9b0058772882665",
-                "sha256:6ad001a9ddd9b8dfd1b434d566be39b1cd502802c8d38bbb1ba612afda2ef436",
-                "sha256:71d998b73c957444fb7c52096c3843875f4b6b47a54972598741fe9a7f737fcb",
-                "sha256:74eb9b5420e26b42c00a3ff470dc0cd144b80a766128b1771d07643165e08d0e",
-                "sha256:75a2d0b4f5eb81f7eebc31f788f9830a6ce10a68c91fbe0fade34fff7a2836e6",
-                "sha256:7852b05d02b5b9a8c893ab95863ef8986e4dda29af80bbbda94d7aee1abf8702",
-                "sha256:7f2966b9b2b3b7104fca9d75b2ee856fe3fdd7ed9e47c753a4bb1a675f2caab8",
-                "sha256:8e5537f456a22cf5cfcb2707803431d2feeb82ab3748ade280d6ccd0b40ed2e8",
-                "sha256:d4e71cdebdc8efeb6deaf5f2deb28325f8614d48426bed118ecc2dcaefb9ebf3",
-                "sha256:dae79397f367ac8d7adb6c779813328f6d690943f64b32983e896bcccd18cbad",
-                "sha256:e3a3a092b8b756c643fe45f4624dbd5a389f770a4ac294cf4d0fce6af86addaf",
-                "sha256:eb949f56a63c5e134dfdca12091e98ffb5fd446293ebae123d10fc1abad00b9e",
-                "sha256:f07b69fda20578367eaebbd670ff8fc653ab181e1ff95d84497f9fa20e7d0641",
-                "sha256:f95cece33329dc4aa3b0e1a771c41075812e46cf3d6e3f1dfe3d91ff09826ed2"
+                "sha256:257d724c2c9b1660f353b36c802ccece186a30accc7742c176d29c146df6e474",
+                "sha256:37aae07b029fa0174d39daf02748b379399b909652a806e5708199bd93899da1",
+                "sha256:415e686e87dbbe6f4cd5ef0fbf764af7b89f9057b97c908742b6008cc554b9c0",
+                "sha256:48a85f2cb5e6799a9ef05347b476cce6c182d6c71ee36925a6c194d074336ef8",
+                "sha256:7768a0dbf16a39aa5e9a3ded568bb545c8c2727396d063bbaf847df05b08cd96",
+                "sha256:7e122b1c4fb252fd85df3ca93578732b4749d9be076593076ef4d07a0233c3e1",
+                "sha256:88c57dc656038f1ab9f92b3eb5335ee9b021412feaa46330d5eba4e51fe49b04",
+                "sha256:8e537d281831ad0e71007dcdcbe50a71470b978c453fa41ce77186bbe0ed6021",
+                "sha256:98e123f1d5cfd42f886624d84464f7756f60ff6eab89ae845210631714f6db94",
+                "sha256:accf49e151c8ed2c0cdc528691838afd217c50412534e876a19270fea1e28e2d",
+                "sha256:b1530ae42e9d6d5b670a34db49a94115a64596bc77710b1d05e9801e62ca0a7c",
+                "sha256:b9176b9832e84308818a99a561e90aa479e73c523b3f77afd07913380ae2eab7",
+                "sha256:bdde6f877a18f24844e381d45e9947a49e97933573ac9d4345399be37621e26c",
+                "sha256:be8bef99eb46d5021bf053114442914baeb3649a89dc5f3a555c88737e5e98fc",
+                "sha256:bf10f7310db693bb62692609b397e8d67257c55f949abde4c67f9cc574492cc7",
+                "sha256:c872b53057f000085da66a19c55d68f6f8ddcac2642392ad3a355878406fbd4d",
+                "sha256:d36ed1124bb81b32f8614555b34cc4259c3fbc7eec17870e8ff8ded335b58d8c",
+                "sha256:da33a1a5e49c4122ccdfd56cd021ff1ebc4a1ec4e2d01594fef9b6f267a9e741",
+                "sha256:dd1b5a14e417189db4c7b64a6540f31730713d173f0b63e55fabd52d61d8fdce",
+                "sha256:e151054aa00bad1f4e1f04919542885f89f5f7d086b8a59e5000e6c616896ffb",
+                "sha256:eaea3008c281f1038edb473c1aa8ed8143a5535ff18f978a318f10302b254063",
+                "sha256:ef703f83fc32e131e9bcc0a5094cfe85599e7109f896fe8bc96cc402f3eb4b6e"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==24.4.0"
+            "version": "==24.4.2"
         },
         "bleach": {
             "hashes": [
@@ -341,19 +348,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:e0940e43810fe82f5b77442c751491fcc2768af7e7c3e8c15ea158e1ca9b586c",
-                "sha256:f9166f485d64b012d46acd212fb29a45b195a85ff66a645b05b06d9f7572af36"
+                "sha256:8f18d212b9199dbbd9d596dd5929685b583ac938c60cceeac2e045c0c5d10323",
+                "sha256:d6a8e77db316c6e1d9a25f77c795ed1e0a8bc621f863ce26d04b2225d30f2dce"
             ],
             "index": "pypi",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "botocore": {
             "hashes": [
-                "sha256:35205ed7db13058a3f7114c28e93058a8ff1490dfc6a5b5dff9c581c738fbf59",
-                "sha256:6624b69bcdf2c5d0568b7bc9cbac13e605f370e7ea06710c61e2e2dc76831141"
+                "sha256:0e0fb9b605c46393d5c7c69bd516b36058334bdc8f389e680c6efcf0727f25db",
+                "sha256:e10affb7f372d50da957260adf2753a3f153bf90abe6910e11f09d1e443b5515"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "cachetools": {
             "hashes": [
@@ -535,11 +542,11 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:7e2341dcbbde4e064374046e141ba6ba68abec31be56fd8f692c42e260c0b659",
+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -744,11 +751,11 @@
         },
         "docker": {
             "hashes": [
-                "sha256:12ba681f2777a0ad28ffbcc846a69c31b4dfd9752b47eb425a274ee269c5e14b",
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@@ -797,11 +804,11 @@
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@@ -867,45 +874,42 @@
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@@ -992,10 +996,10 @@
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@@ -1279,11 +1275,11 @@
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@@ -1295,11 +1291,11 @@
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@@ -1321,11 +1317,11 @@
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@@ -1481,11 +1477,11 @@
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@@ -1773,10 +1769,10 @@
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@@ -2017,11 +2013,11 @@
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@@ -2194,10 +2190,10 @@
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@@ -2208,11 +2204,11 @@
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+                "sha256:caf270c6dba1be7a41125cd1e4fc7ba384bf564650beef0df2dd21a00b7f5770",
+                "sha256:cc6139531f13148055d691e442e4bc6601f6dba1e6d521b1585d4788ab0bfad4",
+                "sha256:d2c75269f8205b2690db4572a4a36fe47cd1338e4368bc73a7a0e48789e2e35a",
+                "sha256:d47ebb01bd865fdea43da56254a3930a413f0c5590372a1241514abae8aa7c76",
+                "sha256:d4dc2fd6b3067c0782e7002ac3b38cf48608ee6366ff176bbd02cf969c9c20fe",
+                "sha256:d7d0e0ceeb8fe2468c70ec0c37b439dd554e2aa539a8a56365fd761edb418988",
+                "sha256:d8640fb4072d36b08e95a3a380ba65779d356b2fee8696afeb7794cf0902d0a1",
+                "sha256:dee5e97c2496874acbf1d3e37b521dd1f307349ed955e62d1d2f05382bc36dd5",
+                "sha256:dfef2814c6b3291c3c5f10065f745a1307d86019dbd7ea50e83504950136ed5b",
+                "sha256:e1402f0564a97d2a52310ae10a64d25bcef94f8dd643fcf5d310219d915484f7",
+                "sha256:e7ce306a42b6b93ca47ac4a3b96683ca554f6d35dd8adc5acfcd55096c8dfcb8",
+                "sha256:e82d4bb2138ab05e18f089a83b6564fee28048771eb63cdecf4b9b549de8a2cc",
+                "sha256:ecb24f0bdd899d368b715c9e6664166cf694d1e57be73f17759573a6986dd95a",
+                "sha256:f00ea7e00447918ee0eff2422c4add4c5752b1b60e88fcb3c067d4a21049a720",
+                "sha256:f3caf9cd64abfeb11a3b661329085c5e167abbe15256b3b68cb5d914ba7396f3",
+                "sha256:f44bd4b23a0e723bf8b10628288c2c7c335161d6840013d4d5de20e48551773b",
+                "sha256:f77b74475c462cb8b88680471193064d3e715c7c6074b1c8c412cb526466efe9",
+                "sha256:f8ccb77b3e40b151e20519c6ae6d89bfe3f4c14e8e210d910287f778368bb3d1",
+                "sha256:fbd8fd427f57a03cff3ad6574b5e299131585d9727c8c366da4624a9069ed746"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.9.0"
+            "version": "==5.10.0"
         },
         "uri-template": {
             "hashes": [
@@ -3848,38 +3871,41 @@
         },
         "watchdog": {
             "hashes": [
-                "sha256:11e12fafb13372e18ca1bbf12d50f593e7280646687463dd47730fd4f4d5d257",
-                "sha256:2895bf0518361a9728773083908801a376743bcc37dfa252b801af8fd281b1ca",
-                "sha256:39cb34b1f1afbf23e9562501673e7146777efe95da24fab5707b88f7fb11649b",
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-                "sha256:4986db5e8880b0e6b7cd52ba36255d4793bf5cdc95bd6264806c233173b1ec0b",
-                "sha256:5369136a6474678e02426bd984466343924d1df8e2fd94a9b443cb7e3aa20d19",
-                "sha256:557ba04c816d23ce98a06e70af6abaa0485f6d94994ec78a42b05d1c03dcbd50",
-                "sha256:6a4db54edea37d1058b08947c789a2354ee02972ed5d1e0dca9b0b820f4c7f92",
-                "sha256:6a80d5cae8c265842c7419c560b9961561556c4361b297b4c431903f8c33b269",
-                "sha256:6a9c71a0b02985b4b0b6d14b875a6c86ddea2fdbebd0c9a720a806a8bbffc69f",
-                "sha256:6c47bdd680009b11c9ac382163e05ca43baf4127954c5f6d0250e7d772d2b80c",
-                "sha256:6e949a8a94186bced05b6508faa61b7adacc911115664ccb1923b9ad1f1ccf7b",
-                "sha256:73c7a935e62033bd5e8f0da33a4dcb763da2361921a69a5a95aaf6c93aa03a87",
-                "sha256:76ad8484379695f3fe46228962017a7e1337e9acadafed67eb20aabb175df98b",
-                "sha256:8350d4055505412a426b6ad8c521bc7d367d1637a762c70fdd93a3a0d595990b",
-                "sha256:87e9df830022488e235dd601478c15ad73a0389628588ba0b028cb74eb72fed8",
-                "sha256:8f9a542c979df62098ae9c58b19e03ad3df1c9d8c6895d96c0d51da17b243b1c",
-                "sha256:8fec441f5adcf81dd240a5fe78e3d83767999771630b5ddfc5867827a34fa3d3",
-                "sha256:9a03e16e55465177d416699331b0f3564138f1807ecc5f2de9d55d8f188d08c7",
-                "sha256:ba30a896166f0fee83183cec913298151b73164160d965af2e93a20bbd2ab605",
-                "sha256:c17d98799f32e3f55f181f19dd2021d762eb38fdd381b4a748b9f5a36738e935",
-                "sha256:c522392acc5e962bcac3b22b9592493ffd06d1fc5d755954e6be9f4990de932b",
-                "sha256:d0f9bd1fd919134d459d8abf954f63886745f4660ef66480b9d753a7c9d40927",
-                "sha256:d18d7f18a47de6863cd480734613502904611730f8def45fc52a5d97503e5101",
-                "sha256:d31481ccf4694a8416b681544c23bd271f5a123162ab603c7d7d2dd7dd901a07",
-                "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec",
-                "sha256:eed82cdf79cd7f0232e2fdc1ad05b06a5e102a43e331f7d041e5f0e0a34a51c4",
-                "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245",
-                "sha256:f9b2fdca47dc855516b2d66eef3c39f2672cbf7e7a42e7e67ad2cbfcd6ba107d"
+                "sha256:0144c0ea9997b92615af1d94afc0c217e07ce2c14912c7b1a5731776329fcfc7",
+                "sha256:03e70d2df2258fb6cb0e95bbdbe06c16e608af94a3ffbd2b90c3f1e83eb10767",
+                "sha256:093b23e6906a8b97051191a4a0c73a77ecc958121d42346274c6af6520dec175",
+                "sha256:123587af84260c991dc5f62a6e7ef3d1c57dfddc99faacee508c71d287248459",
+                "sha256:17e32f147d8bf9657e0922c0940bcde863b894cd871dbb694beb6704cfbd2fb5",
+                "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429",
+                "sha256:4107ac5ab936a63952dea2a46a734a23230aa2f6f9db1291bf171dac3ebd53c6",
+                "sha256:4513ec234c68b14d4161440e07f995f231be21a09329051e67a2118a7a612d2d",
+                "sha256:611be3904f9843f0529c35a3ff3fd617449463cb4b73b1633950b3d97fa4bfb7",
+                "sha256:62c613ad689ddcb11707f030e722fa929f322ef7e4f18f5335d2b73c61a85c28",
+                "sha256:667f3c579e813fcbad1b784db7a1aaa96524bed53437e119f6a2f5de4db04235",
+                "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57",
+                "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a",
+                "sha256:998d2be6976a0ee3a81fb8e2777900c28641fb5bfbd0c84717d89bca0addcdc5",
+                "sha256:a3c2c317a8fb53e5b3d25790553796105501a235343f5d2bf23bb8649c2c8709",
+                "sha256:ab998f567ebdf6b1da7dc1e5accfaa7c6992244629c0fdaef062f43249bd8dee",
+                "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84",
+                "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd",
+                "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba",
+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3904,19 +3930,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
         },
         "whatthepatch": {
             "hashes": [
@@ -4225,11 +4251,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/tensorflow/ubi9-python-3.9/Pipfile b/jupyter/tensorflow/ubi9-python-3.9/Pipfile
index 10d6528bd..36a34e8a0 100644
--- a/jupyter/tensorflow/ubi9-python-3.9/Pipfile
+++ b/jupyter/tensorflow/ubi9-python-3.9/Pipfile
@@ -21,14 +21,14 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 kfp = "~=2.5.0"
 kfp-kubernetes = "~=1.0.0"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
diff --git a/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock b/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock
index a40b56797..30239362a 100644
--- a/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/tensorflow/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "12a0088029b93388e69fbf6a7d9ce74f25666b18cde80cb82a499f4f7b32a330"
+            "sha256": "d89e9bac3c0d8c414659ea889ad62897b516c30ea51a290e5d1e5c079f5e9c14"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -136,6 +136,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -197,11 +204,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -242,44 +249,44 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
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         "beautifulsoup4": {
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@@ -291,31 +298,31 @@
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@@ -343,19 +350,19 @@
         },
         "boto3": {
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@@ -537,11 +544,11 @@
         },
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@@ -746,11 +753,11 @@
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@@ -799,11 +806,11 @@
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@@ -876,45 +883,42 @@
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@@ -1339,11 +1335,11 @@
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@@ -1355,11 +1351,11 @@
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@@ -1381,11 +1377,11 @@
                 "format-nongpl"
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@@ -1541,11 +1537,11 @@
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@@ -1855,10 +1851,10 @@
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+            "version": "==7.2.7"
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@@ -2115,11 +2111,11 @@
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@@ -2163,11 +2159,11 @@
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@@ -2221,10 +2217,10 @@
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@@ -2236,11 +2232,11 @@
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@@ -2377,11 +2373,11 @@
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@@ -2588,11 +2584,11 @@
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@@ -2623,44 +2619,44 @@
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@@ -2796,11 +2792,11 @@
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@@ -2815,10 +2811,10 @@
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@@ -3088,83 +3084,97 @@
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@@ -3590,11 +3600,11 @@
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+                "sha256:baed37ea46d756aca2955e99525cc02d9181de67f25515c468856c38d52b5f3b",
+                "sha256:beeaf1c48e32f07d8820c705ff8e645f8afa690cca1544adba4ebfa067efdc88",
+                "sha256:c18610b9ccd2874950faf474692deee4223a994251bc0a083c114671b64e6518",
+                "sha256:c66962ca7565605b355a9ed478292da628b8f18c0f2793021ca4425abf8b01e5",
+                "sha256:caf270c6dba1be7a41125cd1e4fc7ba384bf564650beef0df2dd21a00b7f5770",
+                "sha256:cc6139531f13148055d691e442e4bc6601f6dba1e6d521b1585d4788ab0bfad4",
+                "sha256:d2c75269f8205b2690db4572a4a36fe47cd1338e4368bc73a7a0e48789e2e35a",
+                "sha256:d47ebb01bd865fdea43da56254a3930a413f0c5590372a1241514abae8aa7c76",
+                "sha256:d4dc2fd6b3067c0782e7002ac3b38cf48608ee6366ff176bbd02cf969c9c20fe",
+                "sha256:d7d0e0ceeb8fe2468c70ec0c37b439dd554e2aa539a8a56365fd761edb418988",
+                "sha256:d8640fb4072d36b08e95a3a380ba65779d356b2fee8696afeb7794cf0902d0a1",
+                "sha256:dee5e97c2496874acbf1d3e37b521dd1f307349ed955e62d1d2f05382bc36dd5",
+                "sha256:dfef2814c6b3291c3c5f10065f745a1307d86019dbd7ea50e83504950136ed5b",
+                "sha256:e1402f0564a97d2a52310ae10a64d25bcef94f8dd643fcf5d310219d915484f7",
+                "sha256:e7ce306a42b6b93ca47ac4a3b96683ca554f6d35dd8adc5acfcd55096c8dfcb8",
+                "sha256:e82d4bb2138ab05e18f089a83b6564fee28048771eb63cdecf4b9b549de8a2cc",
+                "sha256:ecb24f0bdd899d368b715c9e6664166cf694d1e57be73f17759573a6986dd95a",
+                "sha256:f00ea7e00447918ee0eff2422c4add4c5752b1b60e88fcb3c067d4a21049a720",
+                "sha256:f3caf9cd64abfeb11a3b661329085c5e167abbe15256b3b68cb5d914ba7396f3",
+                "sha256:f44bd4b23a0e723bf8b10628288c2c7c335161d6840013d4d5de20e48551773b",
+                "sha256:f77b74475c462cb8b88680471193064d3e715c7c6074b1c8c412cb526466efe9",
+                "sha256:f8ccb77b3e40b151e20519c6ae6d89bfe3f4c14e8e210d910287f778368bb3d1",
+                "sha256:fbd8fd427f57a03cff3ad6574b5e299131585d9727c8c366da4624a9069ed746"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==5.9.0"
+            "version": "==5.10.0"
         },
         "uri-template": {
             "hashes": [
@@ -3873,38 +3899,41 @@
         },
         "watchdog": {
             "hashes": [
-                "sha256:11e12fafb13372e18ca1bbf12d50f593e7280646687463dd47730fd4f4d5d257",
-                "sha256:2895bf0518361a9728773083908801a376743bcc37dfa252b801af8fd281b1ca",
-                "sha256:39cb34b1f1afbf23e9562501673e7146777efe95da24fab5707b88f7fb11649b",
-                "sha256:45cc09cc4c3b43fb10b59ef4d07318d9a3ecdbff03abd2e36e77b6dd9f9a5c85",
-                "sha256:4986db5e8880b0e6b7cd52ba36255d4793bf5cdc95bd6264806c233173b1ec0b",
-                "sha256:5369136a6474678e02426bd984466343924d1df8e2fd94a9b443cb7e3aa20d19",
-                "sha256:557ba04c816d23ce98a06e70af6abaa0485f6d94994ec78a42b05d1c03dcbd50",
-                "sha256:6a4db54edea37d1058b08947c789a2354ee02972ed5d1e0dca9b0b820f4c7f92",
-                "sha256:6a80d5cae8c265842c7419c560b9961561556c4361b297b4c431903f8c33b269",
-                "sha256:6a9c71a0b02985b4b0b6d14b875a6c86ddea2fdbebd0c9a720a806a8bbffc69f",
-                "sha256:6c47bdd680009b11c9ac382163e05ca43baf4127954c5f6d0250e7d772d2b80c",
-                "sha256:6e949a8a94186bced05b6508faa61b7adacc911115664ccb1923b9ad1f1ccf7b",
-                "sha256:73c7a935e62033bd5e8f0da33a4dcb763da2361921a69a5a95aaf6c93aa03a87",
-                "sha256:76ad8484379695f3fe46228962017a7e1337e9acadafed67eb20aabb175df98b",
-                "sha256:8350d4055505412a426b6ad8c521bc7d367d1637a762c70fdd93a3a0d595990b",
-                "sha256:87e9df830022488e235dd601478c15ad73a0389628588ba0b028cb74eb72fed8",
-                "sha256:8f9a542c979df62098ae9c58b19e03ad3df1c9d8c6895d96c0d51da17b243b1c",
-                "sha256:8fec441f5adcf81dd240a5fe78e3d83767999771630b5ddfc5867827a34fa3d3",
-                "sha256:9a03e16e55465177d416699331b0f3564138f1807ecc5f2de9d55d8f188d08c7",
-                "sha256:ba30a896166f0fee83183cec913298151b73164160d965af2e93a20bbd2ab605",
-                "sha256:c17d98799f32e3f55f181f19dd2021d762eb38fdd381b4a748b9f5a36738e935",
-                "sha256:c522392acc5e962bcac3b22b9592493ffd06d1fc5d755954e6be9f4990de932b",
-                "sha256:d0f9bd1fd919134d459d8abf954f63886745f4660ef66480b9d753a7c9d40927",
-                "sha256:d18d7f18a47de6863cd480734613502904611730f8def45fc52a5d97503e5101",
-                "sha256:d31481ccf4694a8416b681544c23bd271f5a123162ab603c7d7d2dd7dd901a07",
-                "sha256:e3e7065cbdabe6183ab82199d7a4f6b3ba0a438c5a512a68559846ccb76a78ec",
-                "sha256:eed82cdf79cd7f0232e2fdc1ad05b06a5e102a43e331f7d041e5f0e0a34a51c4",
-                "sha256:f970663fa4f7e80401a7b0cbeec00fa801bf0287d93d48368fc3e6fa32716245",
-                "sha256:f9b2fdca47dc855516b2d66eef3c39f2672cbf7e7a42e7e67ad2cbfcd6ba107d"
+                "sha256:0144c0ea9997b92615af1d94afc0c217e07ce2c14912c7b1a5731776329fcfc7",
+                "sha256:03e70d2df2258fb6cb0e95bbdbe06c16e608af94a3ffbd2b90c3f1e83eb10767",
+                "sha256:093b23e6906a8b97051191a4a0c73a77ecc958121d42346274c6af6520dec175",
+                "sha256:123587af84260c991dc5f62a6e7ef3d1c57dfddc99faacee508c71d287248459",
+                "sha256:17e32f147d8bf9657e0922c0940bcde863b894cd871dbb694beb6704cfbd2fb5",
+                "sha256:206afc3d964f9a233e6ad34618ec60b9837d0582b500b63687e34011e15bb429",
+                "sha256:4107ac5ab936a63952dea2a46a734a23230aa2f6f9db1291bf171dac3ebd53c6",
+                "sha256:4513ec234c68b14d4161440e07f995f231be21a09329051e67a2118a7a612d2d",
+                "sha256:611be3904f9843f0529c35a3ff3fd617449463cb4b73b1633950b3d97fa4bfb7",
+                "sha256:62c613ad689ddcb11707f030e722fa929f322ef7e4f18f5335d2b73c61a85c28",
+                "sha256:667f3c579e813fcbad1b784db7a1aaa96524bed53437e119f6a2f5de4db04235",
+                "sha256:6e8c70d2cd745daec2a08734d9f63092b793ad97612470a0ee4cbb8f5f705c57",
+                "sha256:7577b3c43e5909623149f76b099ac49a1a01ca4e167d1785c76eb52fa585745a",
+                "sha256:998d2be6976a0ee3a81fb8e2777900c28641fb5bfbd0c84717d89bca0addcdc5",
+                "sha256:a3c2c317a8fb53e5b3d25790553796105501a235343f5d2bf23bb8649c2c8709",
+                "sha256:ab998f567ebdf6b1da7dc1e5accfaa7c6992244629c0fdaef062f43249bd8dee",
+                "sha256:ac7041b385f04c047fcc2951dc001671dee1b7e0615cde772e84b01fbf68ee84",
+                "sha256:bca36be5707e81b9e6ce3208d92d95540d4ca244c006b61511753583c81c70dd",
+                "sha256:c9904904b6564d4ee8a1ed820db76185a3c96e05560c776c79a6ce5ab71888ba",
+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3929,19 +3958,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
         },
         "whatthepatch": {
             "hashes": [
@@ -4254,11 +4283,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/tensorflow/ubi9-python-3.9/utils/python_dsl_template.patch b/jupyter/tensorflow/ubi9-python-3.9/utils/python_dsl_template.patch
index 6183736d3..21fd0e980 100644
--- a/jupyter/tensorflow/ubi9-python-3.9/utils/python_dsl_template.patch
+++ b/jupyter/tensorflow/ubi9-python-3.9/utils/python_dsl_template.patch
@@ -1,6 +1,14 @@
---- a/python_dsl_template.jinja2	2024-04-18 17:54:08.373533064 -0400
-+++ b/python_dsl_template.jinja2	2024-04-18 18:01:30.152253439 -0400
-@@ -97,9 +97,6 @@
+--- a/python_dsl_template.jinja2	2024-05-22 11:58:26.259019305 -0400
++++ b/python_dsl_template.jinja2	2024-05-22 12:00:31.507205520 -0400
+@@ -18,7 +18,6 @@
+ from kfp.kubernetes import common
+ from kfp.kubernetes import kubernetes_executor_config_pb2 as pb
+ 
+-from kfp.kubernetes import add_toleration, add_pod_label, add_pod_annotation
+ 
+ {# Load statements for custom components                            -#}
+ {# component_hash = """<TEXT>"""                                  -#}
+@@ -64,9 +63,6 @@
      secret.use_secret_as_env({{ task_name }}, "{{ workflow_task.task_modifiers.object_storage_secret }}", { "AWS_ACCESS_KEY_ID": "AWS_ACCESS_KEY_ID", "AWS_SECRET_ACCESS_KEY": "AWS_SECRET_ACCESS_KEY" })
  {%  endif %}
      {{ task_name }}.set_display_name("{{ workflow_task.name | string_delimiter_safe }}")
@@ -10,7 +18,7 @@
  {%  if workflow_task.task_modifiers.cpu_request %}
      {{ task_name }}.set_cpu_request(cpu="{{ workflow_task.task_modifiers.cpu_request }}")
  {%  endif %}
-@@ -126,16 +123,6 @@
+@@ -93,16 +89,6 @@
  {%  if workflow_task.task_modifiers.disable_node_caching %}
      {{ task_name }}.execution_options.caching_strategy.max_cache_staleness = "P0D"
  {%  endif %}
@@ -27,3 +35,33 @@
  {%  if workflow_task.task_modifiers.kubernetes_secrets %}
  {%    for env_var, secret_dict in workflow_task.task_modifiers.kubernetes_secrets.items() %}
      secret.use_secret_as_env({{ task_name }}, "{{ secret_dict.name }}", { "{{ secret_dict.key }}" : "{{ env_var }}" })
+@@ -113,29 +99,6 @@
+     volume.mount_pvc({{ task_name }}, "{{ volume_dict.pvc_name }}", "{{ volume_path }}")
+ {%    endfor %}
+ {%  endif %}
+-{%  if workflow_task.task_modifiers.kubernetes_tolerations %}
+-{% for toleration_dict in workflow_task.task_modifiers.kubernetes_tolerations.values() %}
+-    add_toleration(
+-        {{ task_name }},
+-        {% if toleration_dict.key %}
+-            key="{{ toleration_dict.key }}",
+-        {% else %}
+-            key=None,
+-        {% endif %}
+-        operator="{{ toleration_dict.operator }}",
+-        {% if toleration_dict.value %}
+-            value="{{ toleration_dict.value | string_delimiter_safe }}",
+-        {% else %}
+-            value=None,
+-        {% endif %}
+-        {% if toleration_dict.effect %}
+-            effect="{{ toleration_dict.effect }}",
+-        {% else %}
+-            effect=None,
+-        {% endif %}
+-    )
+-{% endfor %}
+-{%  endif %}
+ {#  declare upstream dependencies -#}
+ {%  if workflow_task.upstream_workflow_task_ids %}
+ {%    for upstream_workflow_task_id in workflow_task.upstream_workflow_task_ids %}
diff --git a/jupyter/trustyai/ubi8-python-3.8/Pipfile b/jupyter/trustyai/ubi8-python-3.8/Pipfile
index 3785bf683..f66ff0579 100644
--- a/jupyter/trustyai/ubi8-python-3.8/Pipfile
+++ b/jupyter/trustyai/ubi8-python-3.8/Pipfile
@@ -19,14 +19,14 @@ scikit-learn = "~=1.3.2"
 scipy = "~=1.10.1"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
 jupyter-bokeh = "~=3.0.7" # Upgrade would bring in jupyterlab 4
 jupyter-server = "~=2.13.0"
diff --git a/jupyter/trustyai/ubi8-python-3.8/Pipfile.lock b/jupyter/trustyai/ubi8-python-3.8/Pipfile.lock
index 96a8213e4..0b385b6fc 100644
--- a/jupyter/trustyai/ubi8-python-3.8/Pipfile.lock
+++ b/jupyter/trustyai/ubi8-python-3.8/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "366c672a5b006980b847da845f1d23efce4b73ac9f84a42b84896c6c23f68cc8"
+            "sha256": "7452faf5e84af72c73fb53094edb7069b15491757ed5a254affd0e5075a6b043"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -21,7 +21,7 @@
                 "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad",
                 "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"
             ],
-            "markers": "python_version >= '3.7' and python_full_version < '4.0.0'",
+            "markers": "python_version >= '3.7' and python_version < '4.0'",
             "version": "==22.1.0"
         },
         "aiohttp": {
@@ -128,6 +128,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -141,7 +148,7 @@
                 "sha256:0fca07b290282b9449590cbdb39b3461c45f2b6037523949f028ff2cba82c85e",
                 "sha256:c2aec138a24f8462d6199c65666590dab14acb18af6c62950c82bc8d40862558"
             ],
-            "markers": "python_version >= '3.6' and python_full_version < '4.0.0'",
+            "markers": "python_version >= '3.6' and python_version < '4.0'",
             "version": "==1.1.6"
         },
         "argon2-cffi": {
@@ -189,11 +196,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -227,11 +234,11 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
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@@ -264,36 +271,36 @@
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@@ -305,31 +312,31 @@
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@@ -357,19 +364,19 @@
         },
         "boto3": {
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@@ -551,11 +558,11 @@
         },
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@@ -768,11 +775,11 @@
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@@ -821,11 +828,11 @@
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@@ -891,45 +898,42 @@
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@@ -1039,11 +1043,11 @@
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@@ -1303,11 +1299,11 @@
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@@ -1319,11 +1315,11 @@
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@@ -1372,11 +1368,11 @@
                 "format-nongpl"
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@@ -1532,11 +1528,11 @@
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@@ -3742,38 +3765,41 @@
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@@ -3798,11 +3824,11 @@
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+            "version": "==1.8.0"
         },
         "whatthepatch": {
             "hashes": [
@@ -4098,7 +4124,7 @@
                 "sha256:58aaa19330b9eacf86241043342b4040ded75f170240276d963c570263cd8f53",
                 "sha256:f96ab3b5c42e1eaa6af3193508082309d9dc43f6963339f9aa606003ee8d7e63"
             ],
-            "markers": "python_full_version >= '3.8.1' and python_full_version < '4.0.0'",
+            "markers": "python_full_version >= '3.8.1' and python_version < '4.0'",
             "version": "==2.5.0"
         },
         "ypy-websocket": {
@@ -4111,11 +4137,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/trustyai/ubi8-python-3.8/test/test_notebook.ipynb b/jupyter/trustyai/ubi8-python-3.8/test/test_notebook.ipynb
index 868357c29..f07625d65 100644
--- a/jupyter/trustyai/ubi8-python-3.8/test/test_notebook.ipynb
+++ b/jupyter/trustyai/ubi8-python-3.8/test/test_notebook.ipynb
@@ -8,24 +8,239 @@
    "outputs": [],
    "source": [
     "import unittest\n",
+    "from unittest import mock\n",
     "import pandas as pd\n",
     "import trustyai as trustyai\n",
     "from platform import python_version\n",
     "from trustyai.metrics.fairness.group import statistical_parity_difference\n",
     "from trustyai.model import output\n",
+    "from pandas.testing import assert_frame_equal\n",
+    "import numpy as np\n",
+    "import scipy\n",
+    "import sklearn\n",
+    "from scipy import special\n",
+    "from scipy import integrate\n",
+    "from sklearn import datasets\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "import matplotlib\n",
+    "import matplotlib.pyplot as plt\n",
+    "import kafka\n",
+    "from kafka import KafkaConsumer, KafkaProducer, TopicPartition\n",
+    "from kafka.producer.buffer import SimpleBufferPool\n",
+    "from kafka import KafkaConsumer\n",
+    "from kafka.errors import KafkaConfigurationError\n",
+    "import boto3\n",
+    "import jupyterlab as jp\n",
+    "import nbdime\n",
+    "import nbgitpuller\n",
     "\n",
-    "class TestTrustyaiNotebook(unittest.TestCase):\n",
     "\n",
-    "    def test_python_version(self):\n",
-    "        expected_major_minor = '3.8' # Set the expected version (x.y) \n",
-    "        actual_major_minor = '.'.join(python_version().split('.')[:2])\n",
+    "def get_major_minor(s):\n",
+    "    return '.'.join(s.split('.')[:2])\n",
+    "\n",
+    "class TestPythonVersion(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '3.8'\n",
+    "        actual_major_minor = get_major_minor(python_version())\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "class TestDependenciesVersions(unittest.TestCase):\n",
+    "    def test_jupyter_version(self):\n",
+    "        expected_major_minor = '3.6'\n",
+    "        actual_major_minor = get_major_minor(jp.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_nbgitpuller_version(self):\n",
+    "        expected_major_minor = '1.2'\n",
+    "        actual_major_minor = get_major_minor(nbgitpuller.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_nbdime_version(self):\n",
+    "        expected_major_minor = '3.2'\n",
+    "        actual_major_minor = get_major_minor(nbdime.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "class TestPandas(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.5'\n",
+    "        actual_major_minor = get_major_minor(pd.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_dataframe_creation(self):\n",
+    "        sample_df = pd.DataFrame({'a': [1, 2], 'b': [3, 4]})\n",
+    "        self.assertIsInstance(sample_df, pd.core.frame.DataFrame)\n",
+    "\n",
+    "    def test_equal_dataframes(self):\n",
+    "        df1 = pd.DataFrame({'a': [1, 2], 'b': [3, 4]})\n",
+    "        df2 = pd.DataFrame({'a': [1, 2], 'b': [3.0, 4.0]})\n",
+    "        self.assertIsNone(assert_frame_equal(df1, df2, check_dtype=False), \"Dataframes provided are unequal\")\n",
+    "\n",
+    "    def test_unequal_dataframes(self):\n",
+    "        df1 = pd.DataFrame({'a': [1, 2], 'b': [3, 4]})\n",
+    "        df2 = pd.DataFrame({'a': [1, 2], 'b': [3.0, 5.0]})\n",
+    "        with self.assertRaises(AssertionError):\n",
+    "            assert_frame_equal(df1, df2, check_dtype=False)\n",
+    "\n",
+    "    def test_dataframe_shape(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        self.assertEqual(sample_df.shape, (4,2))\n",
+    "\n",
+    "    def test_index_out_of_bounds(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        with self.assertRaises(IndexError):\n",
+    "            print(sample_df.iat[0,3])\n",
+    "\n",
+    "    def test_sampling(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        half_sampled_df = sample_df.sample(frac = 0.5)\n",
+    "        self.assertEqual(len(half_sampled_df), 2)\n",
+    "\n",
+    "    def test_drop(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        self.assertEqual(sample_df.drop(columns=['apples']).shape, (4, 1))\n",
+    "\n",
+    "class TestNumpy(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.24'\n",
+    "        actual_major_minor = get_major_minor(np.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_array_creation(self):\n",
+    "        arr = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])\n",
+    "        self.assertIsInstance(arr, np.ndarray)\n",
+    "        \n",
+    "    def test_array_opeartions(self):\n",
+    "        arr = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])\n",
+    "\n",
+    "        self.assertEqual(arr.sum(), 45)\n",
+    "        self.assertEqual(len(arr), 9)\n",
+    "        self.assertEqual(arr.max(), 9)\n",
+    "        self.assertEqual(arr.min(), 1)\n",
+    "\n",
+    "    def test_array_statistical_functions(self):\n",
+    "        arr = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])\n",
+    "\n",
+    "        self.assertEqual(np.median(arr), 5)\n",
+    "        self.assertEqual(np.mean(arr), 5)\n",
+    "        self.assertEqual(np.std(arr), 2.581988897471611)\n",
+    "\n",
+    "class TestScipy(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.10'\n",
+    "        actual_major_minor = get_major_minor(scipy.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_scipy_special(self):\n",
+    "        self.assertEqual(special.exp10(3), 1000.0)\n",
+    "        self.assertEqual(special.exp2(10), 1024.0)\n",
+    "        self.assertEqual(special.sindg(90), 1)\n",
+    "        self.assertEqual(special.cosdg(0), 1)\n",
+    "\n",
+    "    def test_scipy_integrate(self):\n",
+    "        a= lambda x:special.exp10(x)\n",
+    "        b = integrate.quad(a, 0, 1)\n",
+    "        self.assertEqual(b, (3.9086503371292665, 4.3394735994897923e-14))\n",
+    "\n",
+    "class TestSKLearn(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.3'\n",
+    "        actual_major_minor = get_major_minor(sklearn.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "        \n",
+    "    def test_sklearn_dataset(self):\n",
+    "        data_set = datasets.load_iris()\n",
+    "        self.assertIsInstance(data_set, sklearn.utils._bunch.Bunch)\n",
+    "\n",
+    "    def test_sklearn_train_test_split(self):\n",
+    "        my_iris = datasets.load_iris()\n",
+    "        X = my_iris.data\n",
+    "        Y = my_iris.target\n",
+    "\n",
+    "        X_traindata, X_testdata, Y_traindata, Y_testdata = train_test_split(\n",
+    "            X, Y, test_size = 0.3, random_state = 1)\n",
+    "        \n",
+    "        self.assertEqual(X_traindata.shape, (105, 4))\n",
+    "        self.assertEqual(X_testdata.shape, (45, 4))\n",
+    "        self.assertEqual(Y_traindata.shape, (105,))\n",
+    "        self.assertEqual(Y_testdata.shape, (45,))\n",
+    "\n",
+    "class TestMatplotlib(unittest.TestCase):\n",
+    "\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '3.6'\n",
+    "        actual_major_minor = get_major_minor(matplotlib.__version__)\n",
     "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
     "\n",
-    "    def test_trustyai_version(self):\n",
-    "        expected_major_minor = '0.5' # Set the expected version (x.y) \\n\n",
-    "        actual_major_minor = '.'.join(trustyai.__version__.split('.')[:2]) \n",
+    "    def test_matplotlib_figure_creation(self):\n",
+    "        self.assertIsInstance(plt.figure(figsize=(8,5)), matplotlib.figure.Figure)\n",
+    "\n",
+    "class TestKafkaPython(unittest.TestCase):\n",
+    "\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '2.0'\n",
+    "        actual_major_minor = get_major_minor(kafka.__version__)\n",
     "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_buffer_pool(self):\n",
+    "        pool = SimpleBufferPool(1000, 1000)\n",
+    "    \n",
+    "        buf1 = pool.allocate(1000, 1000)\n",
+    "        message = ''.join(map(str, range(100)))\n",
+    "        buf1.write(message.encode('utf-8'))\n",
+    "        pool.deallocate(buf1)\n",
     "    \n",
+    "        buf2 = pool.allocate(1000, 1000)\n",
+    "        self.assertEqual(buf2.read(), b'')\n",
+    "\n",
+    "    def test_session_timeout_larger_than_request_timeout_raises(self):\n",
+    "        with self.assertRaises(KafkaConfigurationError):\n",
+    "            KafkaConsumer(bootstrap_servers='localhost:9092', api_version=(0, 9), group_id='foo', session_timeout_ms=50000, request_timeout_ms=40000)\n",
+    "\n",
+    "class TestBoto3(unittest.TestCase):\n",
+    "\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.34'\n",
+    "        actual_major_minor = get_major_minor(boto3.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def setUp(self):\n",
+    "        self.session_patch = mock.patch('boto3.Session', autospec=True)\n",
+    "        self.Session = self.session_patch.start()\n",
+    "\n",
+    "    def tearDown(self):\n",
+    "        boto3.DEFAULT_SESSION = None\n",
+    "        self.session_patch.stop()\n",
+    "\n",
+    "    def test_create_default_session(self):\n",
+    "        session = self.Session.return_value\n",
+    "\n",
+    "        boto3.setup_default_session()\n",
+    "\n",
+    "        self.assertEqual(boto3.DEFAULT_SESSION, session)\n",
+    "\n",
+    "class TestTrustyaiNotebook(unittest.TestCase):\n",
+    "\n",
+    "    def test_trustyai_version(self): \n",
+    "        expected_major_minor = '0.6' # Set the expected version (x.y) \n",
+    "        actual_major_minor = get_major_minor(trustyai.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
     "    def test_fairnessmetrics(self):\n",
     "        url_unbiased = \"https://raw.githubusercontent.com/opendatahub-io/notebooks/main/jupyter/trustyai/ubi8-python-3.8/test/income-unbiased.csv\"\n",
     "        nobias = pd.read_csv(url_unbiased, index_col=False)\n",
@@ -61,9 +276,7 @@
     "        self.assertTrue(score <= -0.15670061634672994)\n",
     "        print(\"On the test_bias_metrics test case the statistical_parity_difference score for this dataset, as expected, is outside the threshold [-0.1,0.1], which classifies the model as unfair.\")\n",
     "    \n",
-    "\n",
-    "suite = unittest.TestLoader().loadTestsFromTestCase(TestTrustyaiNotebook)\n",
-    "unittest.TextTestRunner().run(suite)"
+    "unittest.main(argv=[''], verbosity=2, exit=False)"
    ]
   }
  ],
diff --git a/jupyter/trustyai/ubi9-python-3.9/Pipfile b/jupyter/trustyai/ubi9-python-3.9/Pipfile
index 819af86b6..4e350c805 100644
--- a/jupyter/trustyai/ubi9-python-3.9/Pipfile
+++ b/jupyter/trustyai/ubi9-python-3.9/Pipfile
@@ -19,14 +19,14 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
 pyodbc = "~=5.1.0"
 mysql-connector-python = "~=8.3.0"
 # JupyterLab packages
-odh-elyra = "~=3.16.5"
+odh-elyra = "~=3.16.6"
 jupyterlab = "~=3.6.7" # Wait on upgrade till plugins are ready
 jupyter-bokeh = "~=3.0.7" # Upgrade would bring in jupyterlab 4
 jupyter-server = "~=2.13.0"
diff --git a/jupyter/trustyai/ubi9-python-3.9/Pipfile.lock b/jupyter/trustyai/ubi9-python-3.9/Pipfile.lock
index ebd1c43c7..8752e5f74 100644
--- a/jupyter/trustyai/ubi9-python-3.9/Pipfile.lock
+++ b/jupyter/trustyai/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "87064e00673a778933fd0dc8f386a59ec74102a0f96e359e136b809fa554e464"
+            "sha256": "d25aac37ef469677847a473fa08005c9f7ad2b2e904aaaa01dba202fc56006be"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -21,7 +21,7 @@
                 "sha256:1142fa8e80dbae46bb6339573ad4c8c0841358f79c6eb50a493dceca14621bad",
                 "sha256:9107f1ca0b2a5553987a94a3c9959fe5b491fdf731389aa5b7b1bd0733e32de6"
             ],
-            "markers": "python_full_version >= '3.7.0' and python_full_version < '4.0.0'",
+            "markers": "python_version >= '3.7' and python_version < '4'",
             "version": "==22.1.0"
         },
         "aiohttp": {
@@ -117,7 +117,7 @@
                 "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc",
                 "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"
             ],
-            "markers": "python_full_version >= '3.7.0'",
+            "markers": "python_version >= '3.7'",
             "version": "==1.3.1"
         },
         "aiosqlite": {
@@ -128,6 +128,13 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.20.0"
         },
+        "ansicolors": {
+            "hashes": [
+                "sha256:00d2dde5a675579325902536738dd27e4fac1fd68f773fe36c21044eb559e187",
+                "sha256:99f94f5e3348a0bcd43c82e5fc4414013ccc19d70bd939ad71e0133ce9c372e0"
+            ],
+            "version": "==1.1.8"
+        },
         "anyio": {
             "hashes": [
                 "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
@@ -141,7 +148,7 @@
                 "sha256:0fca07b290282b9449590cbdb39b3461c45f2b6037523949f028ff2cba82c85e",
                 "sha256:c2aec138a24f8462d6199c65666590dab14acb18af6c62950c82bc8d40862558"
             ],
-            "markers": "python_version >= '3.6' and python_full_version < '4.0.0'",
+            "markers": "python_version >= '3.6' and python_version < '4'",
             "version": "==1.1.6"
         },
         "argon2-cffi": {
@@ -149,7 +156,7 @@
                 "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08",
                 "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"
             ],
-            "markers": "python_full_version >= '3.7.0'",
+            "markers": "python_version >= '3.7'",
             "version": "==23.1.0"
         },
         "argon2-cffi-bindings": {
@@ -189,11 +196,11 @@
         },
         "astroid": {
             "hashes": [
-                "sha256:951798f922990137ac090c53af473db7ab4e70c770e6d7fae0cec59f74411819",
-                "sha256:ac248253bfa4bd924a0de213707e7ebeeb3138abeb48d798784ead1e56d419d4"
+                "sha256:8ead48e31b92b2e217b6c9733a21afafe479d52d6e164dd25fb1a770c7c3cf94",
+                "sha256:e8a0083b4bb28fcffb6207a3bfc9e5d0a68be951dd7e336d5dcf639c682388c0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.1.0"
+            "version": "==3.2.2"
         },
         "asttokens": {
             "hashes": [
@@ -215,7 +222,7 @@
                 "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
                 "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"
             ],
-            "markers": "python_full_version >= '3.7.0'",
+            "markers": "python_version >= '3.7'",
             "version": "==23.2.0"
         },
         "autopep8": {
@@ -227,44 +234,44 @@
         },
         "babel": {
             "hashes": [
-                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
-                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
+                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
+                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
             ],
-            "markers": "python_full_version >= '3.7.0'",
-            "version": "==2.14.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==2.15.0"
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
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@@ -276,31 +283,31 @@
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@@ -328,26 +335,26 @@
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@@ -509,7 +516,7 @@
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@@ -517,22 +524,22 @@
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@@ -731,11 +738,11 @@
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@@ -784,11 +791,11 @@
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@@ -854,45 +861,42 @@
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@@ -979,17 +983,17 @@
         },
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@@ -997,23 +1001,23 @@
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@@ -1021,7 +1025,7 @@
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@@ -1230,7 +1226,7 @@
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@@ -1258,27 +1254,27 @@
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@@ -1304,7 +1300,7 @@
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@@ -1327,11 +1323,11 @@
                 "format-nongpl"
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@@ -1354,7 +1350,7 @@
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@@ -1386,7 +1382,7 @@
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@@ -1410,7 +1406,7 @@
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@@ -1418,7 +1414,7 @@
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@@ -1442,7 +1438,7 @@
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@@ -1450,7 +1446,7 @@
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@@ -1487,11 +1483,11 @@
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@@ -1513,21 +1509,21 @@
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@@ -1643,7 +1639,7 @@
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@@ -1717,7 +1713,7 @@
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@@ -1784,17 +1780,17 @@
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@@ -1960,7 +1956,7 @@
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@@ -2008,7 +2004,7 @@
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@@ -2021,11 +2017,11 @@
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@@ -2069,18 +2065,18 @@
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@@ -2119,10 +2115,10 @@
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@@ -2134,11 +2130,11 @@
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@@ -2219,7 +2215,7 @@
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@@ -2265,11 +2261,11 @@
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@@ -2413,7 +2409,7 @@
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@@ -2465,11 +2461,11 @@
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@@ -2668,16 +2664,16 @@
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@@ -2687,15 +2683,15 @@
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@@ -3255,7 +3265,7 @@
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@@ -3424,7 +3434,7 @@
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@@ -3432,7 +3442,7 @@
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@@ -3462,23 +3472,23 @@
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@@ -3491,11 +3501,11 @@
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+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==5.10.0"
         },
         "uri-template": {
             "hashes": [
@@ -3680,38 +3703,41 @@
         },
         "watchdog": {
             "hashes": [
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-                "sha256:87e9df830022488e235dd601478c15ad73a0389628588ba0b028cb74eb72fed8",
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+                "sha256:cad0bbd66cd59fc474b4a4376bc5ac3fc698723510cbb64091c2a793b18654db",
+                "sha256:d10a681c9a1d5a77e75c48a3b8e1a9f2ae2928eda463e8d33660437705659682",
+                "sha256:d4925e4bf7b9bddd1c3de13c9b8a2cdb89a468f640e66fbfabaf735bd85b3e35",
+                "sha256:d7b9f5f3299e8dd230880b6c55504a1f69cf1e4316275d1b215ebdd8187ec88d",
+                "sha256:da2dfdaa8006eb6a71051795856bedd97e5b03e57da96f98e375682c48850645",
+                "sha256:dddba7ca1c807045323b6af4ff80f5ddc4d654c8bce8317dde1bd96b128ed253",
+                "sha256:e7921319fe4430b11278d924ef66d4daa469fafb1da679a2e48c935fa27af193",
+                "sha256:e93f451f2dfa433d97765ca2634628b789b49ba8b504fdde5837cdcf25fdb53b",
+                "sha256:eebaacf674fa25511e8867028d281e602ee6500045b57f43b08778082f7f8b44",
+                "sha256:ef0107bbb6a55f5be727cfc2ef945d5676b97bffb8425650dadbb184be9f9a2b",
+                "sha256:f0de0f284248ab40188f23380b03b59126d1479cd59940f2a34f8852db710625",
+                "sha256:f27279d060e2ab24c0aa98363ff906d2386aa6c4dc2f1a374655d4e02a6c5e5e",
+                "sha256:f8affdf3c0f0466e69f5b3917cdd042f89c8c63aebdb9f7c078996f607cdb0f5"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.0.0"
+            "version": "==4.0.1"
         },
         "wcwidth": {
             "hashes": [
@@ -3736,11 +3762,11 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "whatthepatch": {
             "hashes": [
@@ -3762,7 +3788,7 @@
                 "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
                 "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
             ],
-            "markers": "python_full_version >= '3.7.0'",
+            "markers": "python_version >= '3.7'",
             "version": "==4.0.10"
         },
         "wrapt": {
@@ -4028,7 +4054,7 @@
                 "sha256:f3bc6af6e2b8f92eced34ef6a96ffb248e863af20ef4fde9448cc8c9b858b749",
                 "sha256:f7d6b36dd2e029b6bcb8a13cf19664c7b8e19ab3a58e0fefbb5b8461447ed5ec"
             ],
-            "markers": "python_full_version >= '3.7.0'",
+            "markers": "python_version >= '3.7'",
             "version": "==1.9.4"
         },
         "yaspin": {
@@ -4036,7 +4062,7 @@
                 "sha256:35cae59c682506794a218310445e8326cd8fec410879d1c44953b494b1121e77",
                 "sha256:5c9b6549b84c8aa7f92426272b670e1302941d72f0275caf32d2ea7db3c269f9"
             ],
-            "markers": "python_version >= '3.9' and python_full_version < '4.0.0'",
+            "markers": "python_version >= '3.9' and python_version < '4'",
             "version": "==3.0.2"
         },
         "ypy-websocket": {
@@ -4044,16 +4070,16 @@
                 "sha256:43a001473f5c8abcf182f603049cf305cbc855ad8deaa9dfa0f3b5a7cea9d0ff",
                 "sha256:b1ba0dfcc9762f0ca168d2378062d3ca1299d39076b0f145d961359121042be5"
             ],
-            "markers": "python_full_version >= '3.7.0'",
+            "markers": "python_version >= '3.7'",
             "version": "==0.8.4"
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/jupyter/trustyai/ubi9-python-3.9/test/test_notebook.ipynb b/jupyter/trustyai/ubi9-python-3.9/test/test_notebook.ipynb
index 52ea75171..ac8e9ae12 100644
--- a/jupyter/trustyai/ubi9-python-3.9/test/test_notebook.ipynb
+++ b/jupyter/trustyai/ubi9-python-3.9/test/test_notebook.ipynb
@@ -8,22 +8,236 @@
    "outputs": [],
    "source": [
     "import unittest\n",
+    "from unittest import mock\n",
     "import pandas as pd\n",
     "import trustyai as trustyai\n",
     "from platform import python_version\n",
     "from trustyai.metrics.fairness.group import statistical_parity_difference\n",
     "from trustyai.model import output\n",
+    "from pandas.testing import assert_frame_equal\n",
+    "import numpy as np\n",
+    "import scipy\n",
+    "import sklearn\n",
+    "from scipy import special\n",
+    "from scipy import integrate\n",
+    "from sklearn import datasets\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "import matplotlib\n",
+    "import matplotlib.pyplot as plt\n",
+    "import kafka\n",
+    "from kafka import KafkaConsumer, KafkaProducer, TopicPartition\n",
+    "from kafka.producer.buffer import SimpleBufferPool\n",
+    "from kafka import KafkaConsumer\n",
+    "from kafka.errors import KafkaConfigurationError\n",
+    "import boto3\n",
+    "import jupyterlab as jp\n",
+    "import nbdime\n",
+    "import nbgitpuller\n",
     "\n",
-    "class TestTrustyaiNotebook(unittest.TestCase):\n",
+    "def get_major_minor(s):\n",
+    "    return '.'.join(s.split('.')[:2])\n",
+    "\n",
+    "class TestPythonVersion(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '3.9'\n",
+    "        actual_major_minor = get_major_minor(python_version())\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "class TestDependenciesVersions(unittest.TestCase):\n",
+    "    def test_jupyter_version(self):\n",
+    "        expected_major_minor = '3.6'\n",
+    "        actual_major_minor = get_major_minor(jp.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_nbgitpuller_version(self):\n",
+    "        expected_major_minor = '1.2'\n",
+    "        actual_major_minor = get_major_minor(nbgitpuller.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_nbdime_version(self):\n",
+    "        expected_major_minor = '3.2'\n",
+    "        actual_major_minor = get_major_minor(nbdime.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "class TestPandas(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.5'\n",
+    "        actual_major_minor = get_major_minor(pd.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_dataframe_creation(self):\n",
+    "        sample_df = pd.DataFrame({'a': [1, 2], 'b': [3, 4]})\n",
+    "        self.assertIsInstance(sample_df, pd.core.frame.DataFrame)\n",
+    "\n",
+    "    def test_equal_dataframes(self):\n",
+    "        df1 = pd.DataFrame({'a': [1, 2], 'b': [3, 4]})\n",
+    "        df2 = pd.DataFrame({'a': [1, 2], 'b': [3.0, 4.0]})\n",
+    "        self.assertIsNone(assert_frame_equal(df1, df2, check_dtype=False), \"Dataframes provided are unequal\")\n",
+    "\n",
+    "    def test_unequal_dataframes(self):\n",
+    "        df1 = pd.DataFrame({'a': [1, 2], 'b': [3, 4]})\n",
+    "        df2 = pd.DataFrame({'a': [1, 2], 'b': [3.0, 5.0]})\n",
+    "        with self.assertRaises(AssertionError):\n",
+    "            assert_frame_equal(df1, df2, check_dtype=False)\n",
+    "\n",
+    "    def test_dataframe_shape(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        self.assertEqual(sample_df.shape, (4,2))\n",
+    "\n",
+    "    def test_index_out_of_bounds(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        with self.assertRaises(IndexError):\n",
+    "            print(sample_df.iat[0,3])\n",
+    "\n",
+    "    def test_sampling(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        half_sampled_df = sample_df.sample(frac = 0.5)\n",
+    "        self.assertEqual(len(half_sampled_df), 2)\n",
+    "\n",
+    "    def test_drop(self):\n",
+    "        random_data = {\n",
+    "            'apples': [3, 2, 0, 1], \n",
+    "            'oranges': [0, 3, 7, 2]\n",
+    "        }\n",
+    "        sample_df = pd.DataFrame(random_data)\n",
+    "        self.assertEqual(sample_df.drop(columns=['apples']).shape, (4, 1))\n",
+    "\n",
+    "class TestNumpy(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.24'\n",
+    "        actual_major_minor = get_major_minor(np.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_array_creation(self):\n",
+    "        arr = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])\n",
+    "        self.assertIsInstance(arr, np.ndarray)\n",
+    "        \n",
+    "    def test_array_opeartions(self):\n",
+    "        arr = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])\n",
+    "\n",
+    "        self.assertEqual(arr.sum(), 45)\n",
+    "        self.assertEqual(len(arr), 9)\n",
+    "        self.assertEqual(arr.max(), 9)\n",
+    "        self.assertEqual(arr.min(), 1)\n",
+    "\n",
+    "    def test_array_statistical_functions(self):\n",
+    "        arr = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])\n",
+    "\n",
+    "        self.assertEqual(np.median(arr), 5)\n",
+    "        self.assertEqual(np.mean(arr), 5)\n",
+    "        self.assertEqual(np.std(arr), 2.581988897471611)\n",
+    "\n",
+    "class TestScipy(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.12'\n",
+    "        actual_major_minor = get_major_minor(scipy.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
     "\n",
-    "    def test_python_version(self): \n",
-    "        expected_major_minor = '3.9' # Set the expected version (x.y) \n",
-    "        actual_major_minor = '.'.join(python_version().split('.')[:2])\n",
+    "    def test_scipy_special(self):\n",
+    "        self.assertEqual(special.exp10(3), 1000.0)\n",
+    "        self.assertEqual(special.exp2(10), 1024.0)\n",
+    "        self.assertEqual(special.sindg(90), 1)\n",
+    "        self.assertEqual(special.cosdg(0), 1)\n",
+    "\n",
+    "    def test_scipy_integrate(self):\n",
+    "        a= lambda x:special.exp10(x)\n",
+    "        b = integrate.quad(a, 0, 1)\n",
+    "        self.assertEqual(b, (3.9086503371292665, 4.3394735994897923e-14))\n",
+    "\n",
+    "class TestSKLearn(unittest.TestCase):\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.4'\n",
+    "        actual_major_minor = get_major_minor(sklearn.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "        \n",
+    "    def test_sklearn_dataset(self):\n",
+    "        data_set = datasets.load_iris()\n",
+    "        self.assertIsInstance(data_set, sklearn.utils._bunch.Bunch)\n",
+    "\n",
+    "    def test_sklearn_train_test_split(self):\n",
+    "        my_iris = datasets.load_iris()\n",
+    "        X = my_iris.data\n",
+    "        Y = my_iris.target\n",
+    "\n",
+    "        X_traindata, X_testdata, Y_traindata, Y_testdata = train_test_split(\n",
+    "            X, Y, test_size = 0.3, random_state = 1)\n",
+    "        \n",
+    "        self.assertEqual(X_traindata.shape, (105, 4))\n",
+    "        self.assertEqual(X_testdata.shape, (45, 4))\n",
+    "        self.assertEqual(Y_traindata.shape, (105,))\n",
+    "        self.assertEqual(Y_testdata.shape, (45,))\n",
+    "\n",
+    "class TestMatplotlib(unittest.TestCase):\n",
+    "\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '3.6'\n",
+    "        actual_major_minor = get_major_minor(matplotlib.__version__)\n",
     "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
     "\n",
+    "    def test_matplotlib_figure_creation(self):\n",
+    "        self.assertIsInstance(plt.figure(figsize=(8,5)), matplotlib.figure.Figure)\n",
+    "\n",
+    "class TestKafkaPython(unittest.TestCase):\n",
+    "\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '2.0'\n",
+    "        actual_major_minor = get_major_minor(kafka.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def test_buffer_pool(self):\n",
+    "        pool = SimpleBufferPool(1000, 1000)\n",
+    "    \n",
+    "        buf1 = pool.allocate(1000, 1000)\n",
+    "        message = ''.join(map(str, range(100)))\n",
+    "        buf1.write(message.encode('utf-8'))\n",
+    "        pool.deallocate(buf1)\n",
+    "    \n",
+    "        buf2 = pool.allocate(1000, 1000)\n",
+    "        self.assertEqual(buf2.read(), b'')\n",
+    "\n",
+    "    def test_session_timeout_larger_than_request_timeout_raises(self):\n",
+    "        with self.assertRaises(KafkaConfigurationError):\n",
+    "            KafkaConsumer(bootstrap_servers='localhost:9092', api_version=(0, 9), group_id='foo', session_timeout_ms=50000, request_timeout_ms=40000)\n",
+    "\n",
+    "class TestBoto3(unittest.TestCase):\n",
+    "\n",
+    "    def test_version(self):\n",
+    "        expected_major_minor = '1.34'\n",
+    "        actual_major_minor = get_major_minor(boto3.__version__)\n",
+    "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
+    "\n",
+    "    def setUp(self):\n",
+    "        self.session_patch = mock.patch('boto3.Session', autospec=True)\n",
+    "        self.Session = self.session_patch.start()\n",
+    "\n",
+    "    def tearDown(self):\n",
+    "        boto3.DEFAULT_SESSION = None\n",
+    "        self.session_patch.stop()\n",
+    "\n",
+    "    def test_create_default_session(self):\n",
+    "        session = self.Session.return_value\n",
+    "\n",
+    "        boto3.setup_default_session()\n",
+    "\n",
+    "        self.assertEqual(boto3.DEFAULT_SESSION, session)\n",
+    "\n",
+    "class TestTrustyaiNotebook(unittest.TestCase):\n",
+    "\n",
     "    def test_trustyai_version(self): \n",
-    "        expected_major_minor = '0.5' # Set the expected version (x.y) \n",
-    "        actual_major_minor = '.'.join(trustyai.__version__.split('.')[:2]) \n",
+    "        expected_major_minor = '0.6' # Set the expected version (x.y) \n",
+    "        actual_major_minor = get_major_minor(trustyai.__version__)\n",
     "        self.assertEqual(actual_major_minor, expected_major_minor, \"incorrect version\")\n",
     "\n",
     "    def test_fairnessmetrics(self):\n",
@@ -61,8 +275,7 @@
     "        self.assertTrue(score <= -0.15670061634672994)\n",
     "        print(\"On the test_bias_metrics test case the statistical_parity_difference score for this dataset, as expected, is outside the threshold [-0.1,0.1], which classifies the model as unfair.\")\n",
     "    \n",
-    "suite = unittest.TestLoader().loadTestsFromTestCase(TestTrustyaiNotebook)\n",
-    "unittest.TextTestRunner().run(suite)"
+    "unittest.main(argv=[''], verbosity=2, exit=False)"
    ]
   }
  ],
diff --git a/manifests/base/code-server-notebook-imagestream.yaml b/manifests/base/code-server-notebook-imagestream.yaml
index 9fa809556..2af65da08 100644
--- a/manifests/base/code-server-notebook-imagestream.yaml
+++ b/manifests/base/code-server-notebook-imagestream.yaml
@@ -23,7 +23,7 @@ spec:
         opendatahub.io/notebook-build-commit: $(odh-codeserver-notebook-image-commit-n)
       from:
         kind: DockerImage
-        name: $(odh-codeserver-notebook-n)
+        name: $(odh-codeserver-notebook-image-n)
       name: "2024.1"
       referencePolicy:
         type: Source
@@ -36,7 +36,7 @@ spec:
         opendatahub.io/notebook-build-commit: $(odh-codeserver-notebook-image-commit-n-1)
       from:
         kind: DockerImage
-        name: $(odh-codeserver-notebook-n-1)
+        name: $(odh-codeserver-notebook-image-n-1)
       name: "2023.2"
       referencePolicy:
         type: Source
diff --git a/manifests/base/jupyter-datascience-notebook-imagestream.yaml b/manifests/base/jupyter-datascience-notebook-imagestream.yaml
index 2c3308c4e..c911954b7 100644
--- a/manifests/base/jupyter-datascience-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-datascience-notebook-imagestream.yaml
@@ -17,7 +17,7 @@ spec:
     # N Version of the image
     - annotations:
         opendatahub.io/notebook-software: '[{"name":"Python","version":"v3.9"}]'
-        opendatahub.io/notebook-python-dependencies: '[{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp-tekton","version":"1.5"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Elyra","version":"3.15"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.14"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp","version":"2.7"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Odh-Elyra","version":"3.16"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.16"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
         openshift.io/imported-from: quay.io/modh/odh-generic-data-science-notebook
         opendatahub.io/workbench-image-recommended: "true"
         opendatahub.io/notebook-build-commit: $(odh-generic-data-science-notebook-image-commit-n)
diff --git a/manifests/base/jupyter-habana-notebook-imagestream.yaml b/manifests/base/jupyter-habana-notebook-imagestream.yaml
index e1d3ccc9d..c55b4d482 100644
--- a/manifests/base/jupyter-habana-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-habana-notebook-imagestream.yaml
@@ -18,7 +18,7 @@ spec:
     # 1.13.0 Version of the image n
     - annotations:
         opendatahub.io/notebook-software: '[{"name":"Python","version":"v3.8"},{"name":"Habana","version":"1.13"}]'
-        opendatahub.io/notebook-python-dependencies: '[{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Matplotlib","version":"3.7"},{"name":"Numpy","version":"1.23"},{"name":"Pandas","version":"2.0"},{"name":"Scikit-learn","version":"1.3"},{"name":"Scipy","version":"1.10"},{"name":"TensorFlow","version":"2.13"},{"name":"PyTorch","version":"2.1"},{"name":"ODH-Elyra","version":"3.16"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Matplotlib","version":"3.7"},{"name":"Numpy","version":"1.23"},{"name":"Pandas","version":"2.0"},{"name":"Scikit-learn","version":"1.3"},{"name":"Codeflare-SDK","version":"0.16"},{"name":"Scipy","version":"1.10"},{"name":"TensorFlow","version":"2.13"},{"name":"PyTorch","version":"2.1"},{"name":"ODH-Elyra","version":"3.16"}]'
         openshift.io/imported-from: quay.io/modh/odh-habana-notebooks
         opendatahub.io/workbench-image-recommended: "true"
         opendatahub.io/notebook-build-commit: $(odh-habana-notebook-image-commit-n)
diff --git a/manifests/base/jupyter-pytorch-notebook-imagestream.yaml b/manifests/base/jupyter-pytorch-notebook-imagestream.yaml
index 3f962e5eb..a40f3c1f0 100644
--- a/manifests/base/jupyter-pytorch-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-pytorch-notebook-imagestream.yaml
@@ -18,7 +18,7 @@ spec:
     # N Version of the image
     - annotations:
         opendatahub.io/notebook-software: '[{"name":"CUDA","version":"12.1"},{"name":"Python","version":"v3.9"},{"name":"PyTorch","version":"2.2"}]'
-        opendatahub.io/notebook-python-dependencies: '[{"name":"PyTorch","version":"2.2"},{"name":"Tensorboard","version":"2.16"},{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp-tekton","version":"1.5"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Elyra","version":"3.15"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.14"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"PyTorch","version":"2.2"},{"name":"Tensorboard","version":"2.16"},{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp","version":"2.7"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Odh-Elyra","version":"3.16"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.16"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
         openshift.io/imported-from: quay.io/modh/odh-pytorch-notebook
         opendatahub.io/workbench-image-recommended: "true"
         opendatahub.io/notebook-build-commit: $(odh-pytorch-gpu-notebook-image-commit-n)
diff --git a/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml b/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml
index 773d790b6..2c1203b16 100644
--- a/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-tensorflow-notebook-imagestream.yaml
@@ -18,7 +18,7 @@ spec:
     # N Version of the image
     - annotations:
         opendatahub.io/notebook-software: '[{"name":"CUDA","version":"12.1"},{"name":"Python","version":"v3.9"},{"name":"TensorFlow","version":"2.15"}]'
-        opendatahub.io/notebook-python-dependencies: '[{"name":"TensorFlow","version":"2.15"},{"name":"Tensorboard","version":"2.15"},{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp-tekton","version":"1.5"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Elyra","version":"3.15"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.14"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"TensorFlow","version":"2.15"},{"name":"Tensorboard","version":"2.15"},{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp","version":"2.5"},{"name":"Matplotlib","version":"3.8"},{"name":"Numpy","version":"1.26"},{"name":"Pandas","version":"2.2"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Odh-Elyra","version":"3.16"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.16"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
         openshift.io/imported-from: quay.io/modh/cuda-notebooks
         opendatahub.io/workbench-image-recommended: "true"
         opendatahub.io/notebook-build-commit: $(odh-tensorflow-gpu-notebook-image-commit-n)
diff --git a/manifests/base/jupyter-trustyai-notebook-imagestream.yaml b/manifests/base/jupyter-trustyai-notebook-imagestream.yaml
index e4365e9f4..fefed36ce 100644
--- a/manifests/base/jupyter-trustyai-notebook-imagestream.yaml
+++ b/manifests/base/jupyter-trustyai-notebook-imagestream.yaml
@@ -17,7 +17,7 @@ spec:
     # N Version of the image
     - annotations:
         opendatahub.io/notebook-software: '[{"name":"Python","version":"v3.9"}]'
-        opendatahub.io/notebook-python-dependencies: '[{"name":"TrustyAI","version":"0.5"},{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp-tekton","version":"1.5"},{"name":"Matplotlib","version":"3.6"},{"name":"Numpy","version":"1.24"},{"name":"Pandas","version":"1.5"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Elyra","version":"3.15"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.14"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
+        opendatahub.io/notebook-python-dependencies: '[{"name":"TrustyAI","version":"0.6"},{"name":"Boto3","version":"1.34"},{"name":"Kafka-Python","version":"2.0"},{"name":"Kfp","version":"2.7"},{"name":"Matplotlib","version":"3.6"},{"name":"Numpy","version":"1.24"},{"name":"Pandas","version":"1.5"},{"name":"Scikit-learn","version":"1.4"},{"name":"Scipy","version":"1.12"},{"name":"Odh-Elyra","version":"3.16"},{"name":"PyMongo","version":"4.6"},{"name":"Pyodbc","version":"5.1"}, {"name":"Codeflare-SDK","version":"0.16"}, {"name":"Sklearn-onnx","version":"1.16"}, {"name":"Psycopg","version":"3.1"}, {"name":"MySQL Connector/Python","version":"8.3"}]'
         openshift.io/imported-from: quay.io/modh/odh-trustyai-notebook
         opendatahub.io/workbench-image-recommended: "true"
         opendatahub.io/notebook-build-commit: $(odh-trustyai-notebook-image-commit-n)
diff --git a/manifests/base/kustomization.yaml b/manifests/base/kustomization.yaml
index 866142a38..8fabceea0 100644
--- a/manifests/base/kustomization.yaml
+++ b/manifests/base/kustomization.yaml
@@ -200,14 +200,14 @@ vars:
       apiVersion: v1
     fieldref:
       fieldpath: data.odh-habana-notebook-image-n-1
-  - name: odh-codeserver-notebook-n
+  - name: odh-codeserver-notebook-image-n
     objref:
       kind: ConfigMap
       name: notebooks-parameters
       apiVersion: v1
     fieldref:
-      fieldpath: data.odh-codeserver-notebook-n
-  - name: odh-codeserver-notebook-n-1
+      fieldpath: data.odh-codeserver-notebook-image-n
+  - name: odh-codeserver-notebook-image-n-1
     objref:
       kind: ConfigMap
       name: notebooks-parameters
diff --git a/manifests/base/params.yaml b/manifests/base/params.yaml
index e2d6bd8d0..00a504155 100644
--- a/manifests/base/params.yaml
+++ b/manifests/base/params.yaml
@@ -103,7 +103,7 @@ varReference:
   - path: spec/tags[]/from/name
     kind: ImageStream
     apiGroup: image.openshift.io/v1
-    name: odh-codeserver-notebook-n
+    name: odh-codeserver-notebook-image-n
   - path: spec/tags[]/from/name
     kind: ImageStream
     apiGroup: image.openshift.io/v1
diff --git a/rstudio/c9s-python-3.9/run-rstudio.sh b/rstudio/c9s-python-3.9/run-rstudio.sh
index e4599f253..7099415ed 100755
--- a/rstudio/c9s-python-3.9/run-rstudio.sh
+++ b/rstudio/c9s-python-3.9/run-rstudio.sh
@@ -16,7 +16,13 @@ fi
 
 # Create lib folders if it does not exist
 mkdir -p  /opt/app-root/src/Rpackages/4.3
-cp -r /opt/app-root/bin/Rpackages/4.3/* /opt/app-root/src/Rpackages/4.3/
+for package in /opt/app-root/bin/Rpackages/4.3/*/;
+do
+  package_folder=$(basename "$package")
+  if [ ! -d "/opt/app-root/src/Rpackages/4.3/$package_folder" ]; then
+    cp -r /opt/app-root/bin/Rpackages/4.3/$package_folder /opt/app-root/src/Rpackages/4.3/
+  fi
+done  
 # rstudio terminal cant see environment variables set by the container runtime
 # (which breaks kubectl, to fix this we store the KUBERNETES_* env vars in Renviron.site)
 env | grep KUBERNETES_ >> /usr/lib64/R/etc/Renviron.site
diff --git a/runtimes/datascience/ubi8-python-3.8/Pipfile b/runtimes/datascience/ubi8-python-3.8/Pipfile
index faa62958e..30bc6c6c5 100644
--- a/runtimes/datascience/ubi8-python-3.8/Pipfile
+++ b/runtimes/datascience/ubi8-python-3.8/Pipfile
@@ -16,7 +16,7 @@ plotly = "~=5.20.0"
 scikit-learn = "~=1.3.2"
 scipy = "~=1.10.1"
 skl2onnx = "~=1.16.0"
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
diff --git a/runtimes/datascience/ubi8-python-3.8/Pipfile.lock b/runtimes/datascience/ubi8-python-3.8/Pipfile.lock
index e309e40e3..a20a09f34 100644
--- a/runtimes/datascience/ubi8-python-3.8/Pipfile.lock
+++ b/runtimes/datascience/ubi8-python-3.8/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "0adc0caef14f23659949733b2b910f023fa6ef9df6e97ea6c6dab382dc8c06ca"
+            "sha256": "7d9d09694bdc2526bd8e51a356c585a5f779166559345aeb04692670957fe989"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -173,36 +173,36 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -230,19 +230,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:e0940e43810fe82f5b77442c751491fcc2768af7e7c3e8c15ea158e1ca9b586c",
-                "sha256:f9166f485d64b012d46acd212fb29a45b195a85ff66a645b05b06d9f7572af36"
+                "sha256:8f18d212b9199dbbd9d596dd5929685b583ac938c60cceeac2e045c0c5d10323",
+                "sha256:d6a8e77db316c6e1d9a25f77c795ed1e0a8bc621f863ce26d04b2225d30f2dce"
             ],
             "index": "pypi",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "botocore": {
             "hashes": [
-                "sha256:35205ed7db13058a3f7114c28e93058a8ff1490dfc6a5b5dff9c581c738fbf59",
-                "sha256:6624b69bcdf2c5d0568b7bc9cbac13e605f370e7ea06710c61e2e2dc76831141"
+                "sha256:0e0fb9b605c46393d5c7c69bd516b36058334bdc8f389e680c6efcf0727f25db",
+                "sha256:e10affb7f372d50da957260adf2753a3f153bf90abe6910e11f09d1e443b5515"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "cachetools": {
             "hashes": [
@@ -424,11 +424,11 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:7e2341dcbbde4e064374046e141ba6ba68abec31be56fd8f692c42e260c0b659",
+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -444,6 +444,14 @@
             ],
             "version": "==0.5.6"
         },
+        "comm": {
+            "hashes": [
+                "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
+                "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.2.2"
+        },
         "commonmark": {
             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -603,11 +611,11 @@
         },
         "docker": {
             "hashes": [
-                "sha256:12ba681f2777a0ad28ffbcc846a69c31b4dfd9752b47eb425a274ee269c5e14b",
-                "sha256:323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3"
+                "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c",
+                "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==7.0.0"
+            "version": "==7.1.0"
         },
         "docstring-parser": {
             "hashes": [
@@ -640,11 +648,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f",
-                "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"
+                "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f",
+                "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.13.4"
+            "version": "==3.14.0"
         },
         "fonttools": {
             "hashes": [
@@ -779,18 +787,18 @@
         },
         "fsspec": {
             "hashes": [
-                "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512",
-                "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"
+                "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a",
+                "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"
             ],
-            "version": "==2024.3.1"
+            "version": "==2024.5.0"
         },
         "google-api-core": {
             "hashes": [
-                "sha256:5a63aa102e0049abe85b5b88cb9409234c1f70afcda21ce1e40b285b9629c1d6",
-                "sha256:62d97417bfc674d6cef251e5c4d639a9655e00c45528c4364fbfebb478ce72a9"
+                "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251",
+                "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.18.0"
+            "version": "==2.19.0"
         },
         "google-auth": {
             "hashes": [
@@ -816,62 +824,54 @@
         },
         "grpcio": {
             "hashes": [
-                "sha256:07ce1f775d37ca18c7a141300e5b71539690efa1f51fe17f812ca85b5e73262f",
-                "sha256:112eaa7865dd9e6d7c0556c8b04ae3c3a2dc35d62ad3373ab7f6a562d8199200",
-                "sha256:162ccf61499c893831b8437120600290a99c0bc1ce7b51f2c8d21ec87ff6af8b",
-                "sha256:16da954692fd61aa4941fbeda405a756cd96b97b5d95ca58a92547bba2c1624f",
-                "sha256:17708db5b11b966373e21519c4c73e5a750555f02fde82276ea2a267077c68ad",
-                "sha256:1bcfe5070e4406f489e39325b76caeadab28c32bf9252d3ae960c79935a4cc36",
-                "sha256:1c1bb80299bdef33309dff03932264636450c8fdb142ea39f47e06a7153d3063",
-                "sha256:2507006c8a478f19e99b6fe36a2464696b89d40d88f34e4b709abe57e1337467",
-                "sha256:262cda97efdabb20853d3b5a4c546a535347c14b64c017f628ca0cc7fa780cc6",
-                "sha256:26f415f40f4a93579fd648f48dca1c13dfacdfd0290f4a30f9b9aeb745026811",
-                "sha256:2a0204532aa2f1afd467024b02b4069246320405bc18abec7babab03e2644e75",
-                "sha256:2e72ddfee62430ea80133d2cbe788e0d06b12f865765cb24a40009668bd8ea05",
-                "sha256:3abe6838196da518863b5d549938ce3159d809218936851b395b09cad9b5d64a",
-                "sha256:3ad00f3f0718894749d5a8bb0fa125a7980a2f49523731a9b1fabf2b3522aa43",
-                "sha256:3c3ed41f4d7a3aabf0f01ecc70d6b5d00ce1800d4af652a549de3f7cf35c4abd",
-                "sha256:404d3b4b6b142b99ba1cff0b2177d26b623101ea2ce51c25ef6e53d9d0d87bcc",
-                "sha256:41955b641c34db7d84db8d306937b72bc4968eef1c401bea73081a8d6c3d8033",
-                "sha256:53d3a59a10af4c2558a8e563aed9f256259d2992ae0d3037817b2155f0341de1",
-                "sha256:55ddaf53474e8caeb29eb03e3202f9d827ad3110475a21245f3c7712022882a9",
-                "sha256:589ea8e75de5fd6df387de53af6c9189c5231e212b9aa306b6b0d4f07520fbb9",
-                "sha256:5dab7ac2c1e7cb6179c6bfad6b63174851102cbe0682294e6b1d6f0981ad7138",
-                "sha256:65034473fc09628a02fb85f26e73885cf1ed39ebd9cf270247b38689ff5942c5",
-                "sha256:66344ea741124c38588a664237ac2fa16dfd226964cca23ddc96bd4accccbde5",
-                "sha256:6e784f60e575a0de554ef9251cbc2ceb8790914fe324f11e28450047f264ee6f",
-                "sha256:80407bc007754f108dc2061e37480238b0dc1952c855e86a4fc283501ee6bb5d",
-                "sha256:82af3613a219512a28ee5c95578eb38d44dd03bca02fd918aa05603c41018051",
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@@ -921,6 +921,14 @@
             "index": "pypi",
             "version": "==0.2.0"
         },
+        "ipywidgets": {
+            "hashes": [
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@@ -947,19 +955,19 @@
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@@ -993,6 +1001,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
         },
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@@ -1507,10 +1523,10 @@
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@@ -1846,11 +1862,11 @@
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@@ -1880,44 +1896,44 @@
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+                "sha256:6afd80f6c79893cfc0574956f78a0add8c76e3696f2d6a15bca2c66c415cf2d4",
+                "sha256:6b5ff7e1d63a8281654b5e2896d7f08799378e594f09cf3674e832ecaf396ce8",
+                "sha256:6c4c4c3f878df21faf5fac86eda32671c27889e13570645a9eea0a1abdd50922",
+                "sha256:6cd8098517c64a85e790657e7b1e509b9fe07487fd358e19431cb120f7d96338",
+                "sha256:6d1e42d2735d437e7e80bab4d78eb2e459af48c0a46e686ea35f690b93db792d",
+                "sha256:6e30ac5e329098903262dc5bdd7e2086e0256aa762cc8b744f9e7bf2a427d3f8",
+                "sha256:70a838f7754483bcdc830444952fd89645569e7452e3226de4a613a4c1793fb2",
+                "sha256:720edcb916df872d80f80a1cc5ea9058300b97721efda8651efcd938a9c70a72",
+                "sha256:732672fbc449bab754e0b15356c077cc31566df874964d4801ab14f71951ea80",
+                "sha256:740884bc62a5e2bbb31e584f5d23b32320fd75d79f916f15a788d527a5e83644",
+                "sha256:7700936ef9d006b7ef605dc53aa364da2de5a3aa65516a1f3ce73bf82ecfc7ae",
+                "sha256:7732770412bab81c5a9f6d20aeb60ae943a9b36dcd990d876a773526468e7163",
+                "sha256:7750569d9526199c5b97e5a9f8d96a13300950d910cf04a861d96f4273d5b104",
+                "sha256:7f1944ce16401aad1e3f7d312247b3d5de7981f634dc9dfe90da72b87d37887d",
+                "sha256:81c5196a790032e0fc2464c0b4ab95f8610f96f1f2fa3d4deacce6a79852da60",
+                "sha256:8352f48d511de5f973e4f2f9412736d7dea76c69faa6d36bcf885b50c758ab9a",
+                "sha256:8927638a4d4137a289e41d0fd631551e89fa346d6dbcfc31ad627557d03ceb6d",
+                "sha256:8c7672e9fba7425f79019db9945b16e308ed8bc89348c23d955c8c0540da0a07",
+                "sha256:8d2e182c9ee01135e11e9676e9a62dfad791a7a467738f06726872374a83db49",
+                "sha256:910e71711d1055b2768181efa0a17537b2622afeb0424116619817007f8a2b10",
+                "sha256:942695a206a58d2575033ff1e42b12b2aece98d6003c6bc739fbf33d1773b12f",
+                "sha256:9437ca26784120a279f3137ee080b0e717012c42921eb07861b412340f85bae2",
+                "sha256:967342e045564cef76dfcf1edb700b1e20838d83b1aa02ab313e6a497cf923b8",
+                "sha256:998125738de0158f088aef3cb264a34251908dd2e5d9966774fdab7402edfab7",
+                "sha256:9e6934d70dc50f9f8ea47081ceafdec09245fd9f6032669c3b45705dea096b88",
+                "sha256:a3d456ff2a6a4d2adcdf3c1c960a36f4fd2fec6e3b4902a42a384d17cf4e7a65",
+                "sha256:a7b28c5b066bca9a4eb4e2f2663012debe680f097979d880657f00e1c30875a0",
+                "sha256:a888e8bdb45916234b99da2d859566f1e8a1d2275a801bb8e4a9644e3c7e7909",
+                "sha256:aa3679e751408d75a0b4d8d26d6647b6d9326f5e35c00a7ccd82b78ef64f65f8",
+                "sha256:aaa71ee43a703c321906813bb252f69524f02aa05bf4eec85f0c41d5d62d0f4c",
+                "sha256:b646bf655b135ccf4522ed43d6902af37d3f5dbcf0da66c769a2b3938b9d8184",
+                "sha256:b906b5f58892813e5ba5c6056d6a5ad08f358ba49f046d910ad992196ea61397",
+                "sha256:b9bb1f182a97880f6078283b3505a707057c42bf55d8fca604f70dedfdc0772a",
+                "sha256:bd1105b50ede37461c1d51b9698c4f4be6e13e69a908ab7751e3807985fc0346",
+                "sha256:bf18932d0003c8c4d51a39f244231986ab23ee057d235a12b2684ea26a353590",
+                "sha256:c273e795e7a0f1fddd46e1e3cb8be15634c29ae8ff31c196debb620e1edb9333",
+                "sha256:c69882964516dc143083d3795cb508e806b09fc3800fd0d4cddc1df6c36e76bb",
+                "sha256:c827576e2fa017a081346dce87d532a5310241648eb3700af9a571a6e9fc7e74",
+                "sha256:cbfbea39ba64f5e53ae2915de36f130588bba71245b418060ec3330ebf85678e",
+                "sha256:ce0bb20e3a11bd04461324a6a798af34d503f8d6f1aa3d2aa8901ceaf039176d",
+                "sha256:d0cee71bc618cd93716f3c1bf56653740d2d13ddbd47673efa8bf41435a60daa",
+                "sha256:d21be4770ff4e08698e1e8e0bce06edb6ea0626e7c8f560bc08222880aca6a6f",
+                "sha256:d31dea506d718693b6b2cffc0648a8929bdc51c70a311b2770f09611caa10d53",
+                "sha256:d44607f98caa2961bab4fa3c4309724b185b464cdc3ba6f3d7340bac3ec97cc1",
+                "sha256:d58ad6317d188c43750cb76e9deacf6051d0f884d87dc6518e0280438648a9ac",
+                "sha256:d70129cef4a8d979caa37e7fe957202e7eee8ea02c5e16455bc9808a59c6b2f0",
+                "sha256:d85164315bd68c0806768dc6bb0429c6f95c354f87485ee3593c4f6b14def2bd",
+                "sha256:d960de62227635d2e61068f42a6cb6aae91a7fe00fca0e3aeed17667c8a34611",
+                "sha256:dc48b479d540770c811fbd1eb9ba2bb66951863e448efec2e2c102625328e92f",
+                "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c",
+                "sha256:e2be6e9dd4111d5b31ba3b74d17da54a8319d8168890fbaea4b9e5c3de630ae5",
+                "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab",
+                "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc",
+                "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43",
+                "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da",
+                "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac",
+                "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843",
+                "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e",
+                "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89",
+                "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.18.0"
+            "version": "==0.18.1"
         },
         "rsa": {
             "hashes": [
                 "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7",
                 "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"
             ],
-            "markers": "python_version >= '3.6' and python_full_version < '4.0.0'",
+            "markers": "python_version >= '3.6' and python_version < '4.0'",
             "version": "==4.9"
         },
         "s3transfer": {
@@ -2593,11 +2609,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a",
-                "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"
+                "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185",
+                "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.0"
         },
         "textwrap3": {
             "hashes": [
@@ -2608,11 +2624,11 @@
         },
         "threadpoolctl": {
             "hashes": [
-                "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262",
-                "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
@@ -2641,11 +2657,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -2709,11 +2725,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
+        },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.10"
         },
         "wrapt": {
             "hashes": [
@@ -2889,11 +2913,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/runtimes/datascience/ubi9-python-3.9/Pipfile b/runtimes/datascience/ubi9-python-3.9/Pipfile
index aa5cf2a82..f67819a14 100644
--- a/runtimes/datascience/ubi9-python-3.9/Pipfile
+++ b/runtimes/datascience/ubi9-python-3.9/Pipfile
@@ -16,7 +16,7 @@ plotly = "~=5.20.0"
 scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
diff --git a/runtimes/datascience/ubi9-python-3.9/Pipfile.lock b/runtimes/datascience/ubi9-python-3.9/Pipfile.lock
index a2d1513a1..6cab17172 100644
--- a/runtimes/datascience/ubi9-python-3.9/Pipfile.lock
+++ b/runtimes/datascience/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "4f83f7914e586c4ee305e6f44a7aa2445d76856cae71859a89bd52717247abe3"
+            "sha256": "8398c2f54b17d74a33ae795e941fa52fbf7206d9e6b9a742d127fcb2701ee48d"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -151,36 +151,36 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -208,19 +208,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:e0940e43810fe82f5b77442c751491fcc2768af7e7c3e8c15ea158e1ca9b586c",
-                "sha256:f9166f485d64b012d46acd212fb29a45b195a85ff66a645b05b06d9f7572af36"
+                "sha256:8f18d212b9199dbbd9d596dd5929685b583ac938c60cceeac2e045c0c5d10323",
+                "sha256:d6a8e77db316c6e1d9a25f77c795ed1e0a8bc621f863ce26d04b2225d30f2dce"
             ],
             "index": "pypi",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "botocore": {
             "hashes": [
-                "sha256:35205ed7db13058a3f7114c28e93058a8ff1490dfc6a5b5dff9c581c738fbf59",
-                "sha256:6624b69bcdf2c5d0568b7bc9cbac13e605f370e7ea06710c61e2e2dc76831141"
+                "sha256:0e0fb9b605c46393d5c7c69bd516b36058334bdc8f389e680c6efcf0727f25db",
+                "sha256:e10affb7f372d50da957260adf2753a3f153bf90abe6910e11f09d1e443b5515"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "cachetools": {
             "hashes": [
@@ -402,11 +402,11 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:7e2341dcbbde4e064374046e141ba6ba68abec31be56fd8f692c42e260c0b659",
+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -422,6 +422,14 @@
             ],
             "version": "==0.5.6"
         },
+        "comm": {
+            "hashes": [
+                "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
+                "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.2.2"
+        },
         "commonmark": {
             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -573,11 +581,11 @@
         },
         "docker": {
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-                "sha256:12ba681f2777a0ad28ffbcc846a69c31b4dfd9752b47eb425a274ee269c5e14b",
-                "sha256:323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3"
+                "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c",
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-            "version": "==7.0.0"
+            "version": "==7.1.0"
         },
         "docstring-parser": {
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@@ -610,11 +618,11 @@
         },
         "filelock": {
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-            "version": "==3.13.4"
+            "version": "==3.14.0"
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@@ -749,18 +757,18 @@
         },
         "fsspec": {
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-            "version": "==2024.3.1"
+            "version": "==2024.5.0"
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@@ -786,62 +794,54 @@
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             "hashes": [
@@ -891,6 +891,14 @@
             "index": "pypi",
             "version": "==0.2.0"
         },
+        "ipywidgets": {
+            "hashes": [
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@@ -917,19 +925,19 @@
         },
         "joblib": {
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-            "version": "==1.4.0"
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         "jsonschema": {
             "hashes": [
-                "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f",
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             "hashes": [
@@ -963,6 +971,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
         },
+        "jupyterlab-widgets": {
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@@ -1466,10 +1482,10 @@
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+                "sha256:dc48b479d540770c811fbd1eb9ba2bb66951863e448efec2e2c102625328e92f",
+                "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c",
+                "sha256:e2be6e9dd4111d5b31ba3b74d17da54a8319d8168890fbaea4b9e5c3de630ae5",
+                "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab",
+                "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc",
+                "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43",
+                "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da",
+                "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac",
+                "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843",
+                "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e",
+                "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89",
+                "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.18.0"
+            "version": "==0.18.1"
         },
         "rsa": {
             "hashes": [
@@ -2547,11 +2563,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a",
-                "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"
+                "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185",
+                "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.0"
         },
         "textwrap3": {
             "hashes": [
@@ -2562,11 +2578,11 @@
         },
         "threadpoolctl": {
             "hashes": [
-                "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262",
-                "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
@@ -2595,11 +2611,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -2663,11 +2679,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
+        },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.10"
         },
         "wrapt": {
             "hashes": [
@@ -2843,11 +2867,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/runtimes/pytorch/ubi8-python-3.8/Pipfile b/runtimes/pytorch/ubi8-python-3.8/Pipfile
index 041383a28..8460c1271 100644
--- a/runtimes/pytorch/ubi8-python-3.8/Pipfile
+++ b/runtimes/pytorch/ubi8-python-3.8/Pipfile
@@ -24,7 +24,7 @@ plotly = "~=5.20.0"
 scikit-learn = "~=1.3.2"
 scipy = "~=1.10.1"
 skl2onnx = "~=1.16.0"
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 networkx = "~=3.1.0" # Cap the version to 3.1.0 to avoid breaking changes in the future
 # DB connectors
 pymongo = "~=4.6.2"
diff --git a/runtimes/pytorch/ubi8-python-3.8/Pipfile.lock b/runtimes/pytorch/ubi8-python-3.8/Pipfile.lock
index 6d4913709..338a199c6 100644
--- a/runtimes/pytorch/ubi8-python-3.8/Pipfile.lock
+++ b/runtimes/pytorch/ubi8-python-3.8/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
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@@ -421,11 +421,11 @@
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@@ -441,6 +441,14 @@
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@@ -637,11 +645,11 @@
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@@ -926,6 +926,14 @@
             "index": "pypi",
             "version": "==0.2.0"
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+        "ipywidgets": {
+            "hashes": [
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@@ -944,19 +952,19 @@
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@@ -990,6 +998,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
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@@ -1598,10 +1614,10 @@
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@@ -1612,11 +1628,11 @@
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@@ -1960,11 +1976,11 @@
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@@ -1994,44 +2010,44 @@
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@@ -2100,11 +2116,11 @@
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@@ -2449,11 +2465,11 @@
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@@ -2481,108 +2497,108 @@
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+                "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c",
+                "sha256:e2be6e9dd4111d5b31ba3b74d17da54a8319d8168890fbaea4b9e5c3de630ae5",
+                "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab",
+                "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc",
+                "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43",
+                "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da",
+                "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac",
+                "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843",
+                "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e",
+                "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89",
+                "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.18.0"
+            "version": "==0.18.1"
         },
         "rsa": {
             "hashes": [
@@ -2707,11 +2723,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a",
-                "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"
+                "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185",
+                "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.0"
         },
         "tensorboard": {
             "hashes": [
@@ -2738,11 +2754,11 @@
         },
         "threadpoolctl": {
             "hashes": [
-                "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262",
-                "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
@@ -2803,11 +2819,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -2883,19 +2899,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
         },
         "wheel": {
             "hashes": [
@@ -2905,6 +2921,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.10"
+        },
         "wrapt": {
             "hashes": [
                 "sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc",
@@ -3079,11 +3103,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/runtimes/pytorch/ubi9-python-3.9/Pipfile b/runtimes/pytorch/ubi9-python-3.9/Pipfile
index 175e3f306..c36b5ce87 100644
--- a/runtimes/pytorch/ubi9-python-3.9/Pipfile
+++ b/runtimes/pytorch/ubi9-python-3.9/Pipfile
@@ -25,7 +25,7 @@ plotly = "~=5.20.0"
 scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
diff --git a/runtimes/pytorch/ubi9-python-3.9/Pipfile.lock b/runtimes/pytorch/ubi9-python-3.9/Pipfile.lock
index 1f57b88ce..7166192e6 100644
--- a/runtimes/pytorch/ubi9-python-3.9/Pipfile.lock
+++ b/runtimes/pytorch/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "9df26f092c719f39f45f7e82dc22094547a3345abe0b92138829da51771f8176"
+            "sha256": "3a84238a0eca24558ddee3fb93c143c90f016459b8c7b4e535ea21f6d136c324"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -164,36 +164,36 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -221,19 +221,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:e0940e43810fe82f5b77442c751491fcc2768af7e7c3e8c15ea158e1ca9b586c",
-                "sha256:f9166f485d64b012d46acd212fb29a45b195a85ff66a645b05b06d9f7572af36"
+                "sha256:8f18d212b9199dbbd9d596dd5929685b583ac938c60cceeac2e045c0c5d10323",
+                "sha256:d6a8e77db316c6e1d9a25f77c795ed1e0a8bc621f863ce26d04b2225d30f2dce"
             ],
             "index": "pypi",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "botocore": {
             "hashes": [
-                "sha256:35205ed7db13058a3f7114c28e93058a8ff1490dfc6a5b5dff9c581c738fbf59",
-                "sha256:6624b69bcdf2c5d0568b7bc9cbac13e605f370e7ea06710c61e2e2dc76831141"
+                "sha256:0e0fb9b605c46393d5c7c69bd516b36058334bdc8f389e680c6efcf0727f25db",
+                "sha256:e10affb7f372d50da957260adf2753a3f153bf90abe6910e11f09d1e443b5515"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "cachetools": {
             "hashes": [
@@ -415,11 +415,11 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:7e2341dcbbde4e064374046e141ba6ba68abec31be56fd8f692c42e260c0b659",
+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -435,6 +435,14 @@
             ],
             "version": "==0.5.6"
         },
+        "comm": {
+            "hashes": [
+                "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
+                "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.2.2"
+        },
         "commonmark": {
             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -586,11 +594,11 @@
         },
         "docker": {
             "hashes": [
-                "sha256:12ba681f2777a0ad28ffbcc846a69c31b4dfd9752b47eb425a274ee269c5e14b",
-                "sha256:323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3"
+                "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c",
+                "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==7.0.0"
+            "version": "==7.1.0"
         },
         "docstring-parser": {
             "hashes": [
@@ -623,11 +631,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f",
-                "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"
+                "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f",
+                "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.13.4"
+            "version": "==3.14.0"
         },
         "fonttools": {
             "hashes": [
@@ -762,18 +770,18 @@
         },
         "fsspec": {
             "hashes": [
-                "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512",
-                "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"
+                "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a",
+                "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"
             ],
-            "version": "==2024.3.1"
+            "version": "==2024.5.0"
         },
         "google-api-core": {
             "hashes": [
-                "sha256:5a63aa102e0049abe85b5b88cb9409234c1f70afcda21ce1e40b285b9629c1d6",
-                "sha256:62d97417bfc674d6cef251e5c4d639a9655e00c45528c4364fbfebb478ce72a9"
+                "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251",
+                "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.18.0"
+            "version": "==2.19.0"
         },
         "google-auth": {
             "hashes": [
@@ -799,62 +807,54 @@
         },
         "grpcio": {
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@@ -904,6 +904,14 @@
             "index": "pypi",
             "version": "==0.2.0"
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+        "ipywidgets": {
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@@ -930,19 +938,19 @@
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@@ -976,6 +984,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
         },
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@@ -1573,10 +1589,10 @@
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@@ -1587,11 +1603,11 @@
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@@ -1931,11 +1947,11 @@
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@@ -1965,44 +1981,44 @@
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+                "sha256:d960de62227635d2e61068f42a6cb6aae91a7fe00fca0e3aeed17667c8a34611",
+                "sha256:dc48b479d540770c811fbd1eb9ba2bb66951863e448efec2e2c102625328e92f",
+                "sha256:e1735502458621921cee039c47318cb90b51d532c2766593be6207eec53e5c4c",
+                "sha256:e2be6e9dd4111d5b31ba3b74d17da54a8319d8168890fbaea4b9e5c3de630ae5",
+                "sha256:e4c39ad2f512b4041343ea3c7894339e4ca7839ac38ca83d68a832fc8b3748ab",
+                "sha256:ed402d6153c5d519a0faf1bb69898e97fb31613b49da27a84a13935ea9164dfc",
+                "sha256:ee17cd26b97d537af8f33635ef38be873073d516fd425e80559f4585a7b90c43",
+                "sha256:f3027be483868c99b4985fda802a57a67fdf30c5d9a50338d9db646d590198da",
+                "sha256:f5bab211605d91db0e2995a17b5c6ee5edec1270e46223e513eaa20da20076ac",
+                "sha256:f6f8e3fecca256fefc91bb6765a693d96692459d7d4c644660a9fff32e517843",
+                "sha256:f7afbfee1157e0f9376c00bb232e80a60e59ed716e3211a80cb8506550671e6e",
+                "sha256:fa242ac1ff583e4ec7771141606aafc92b361cd90a05c30d93e343a0c2d82a89",
+                "sha256:fab6ce90574645a0d6c58890e9bcaac8d94dff54fb51c69e5522a7358b80ab64"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.18.0"
+            "version": "==0.18.1"
         },
         "rsa": {
             "hashes": [
                 "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7",
                 "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"
             ],
-            "markers": "python_version >= '3.6' and python_version < '4.0'",
+            "markers": "python_version >= '3.6' and python_version < '4'",
             "version": "==4.9"
         },
         "s3transfer": {
@@ -2685,11 +2701,11 @@
         },
         "tenacity": {
             "hashes": [
-                "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a",
-                "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"
+                "sha256:3649f6443dbc0d9b01b9d8020a9c4ec7a1ff5f6f3c6c8a036ef371f573fe9185",
+                "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.2.3"
+            "markers": "python_version >= '3.8'",
+            "version": "==8.3.0"
         },
         "tensorboard": {
             "hashes": [
@@ -2716,11 +2732,11 @@
         },
         "threadpoolctl": {
             "hashes": [
-                "sha256:8f4c689a65b23e5ed825c8436a92b818aac005e0f3715f6a1664d7c7ee29d262",
-                "sha256:f11b491a03661d6dd7ef692dd422ab34185d982466c49c8f98c8f716b5c93196"
+                "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107",
+                "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
@@ -2781,11 +2797,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -2861,19 +2877,27 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
+        },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.10"
         },
         "wrapt": {
             "hashes": [
@@ -3049,11 +3073,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/runtimes/tensorflow/ubi8-python-3.8/Pipfile b/runtimes/tensorflow/ubi8-python-3.8/Pipfile
index 6e165561f..c0f313afb 100644
--- a/runtimes/tensorflow/ubi8-python-3.8/Pipfile
+++ b/runtimes/tensorflow/ubi8-python-3.8/Pipfile
@@ -20,7 +20,7 @@ scikit-learn = "~=1.3.2"
 scipy = "~=1.10.1"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
diff --git a/runtimes/tensorflow/ubi8-python-3.8/Pipfile.lock b/runtimes/tensorflow/ubi8-python-3.8/Pipfile.lock
index cc7014b7a..d3cfb6291 100644
--- a/runtimes/tensorflow/ubi8-python-3.8/Pipfile.lock
+++ b/runtimes/tensorflow/ubi8-python-3.8/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a7a7e7a1891cd946cb1e00afff6385cb508134baf505da9e70409199f9cde3e7"
+            "sha256": "d804be26ab672ea04b34c16d6431fb18ad9c5d65b3559f3c5048aeb880db470c"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -188,36 +188,36 @@
         },
         "bcrypt": {
             "hashes": [
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-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
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+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -423,11 +423,11 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
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+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -443,6 +443,14 @@
             ],
             "version": "==0.5.6"
         },
+        "comm": {
+            "hashes": [
+                "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
+                "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"
+            ],
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+            "version": "==0.2.2"
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             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -602,11 +610,11 @@
         },
         "docker": {
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-                "sha256:323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3"
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+            "version": "==7.1.0"
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         "docstring-parser": {
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@@ -639,11 +647,11 @@
         },
         "filelock": {
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-                "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"
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+            "version": "==3.14.0"
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         "flatbuffers": {
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@@ -785,10 +793,10 @@
         },
         "fsspec": {
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-                "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"
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-            "version": "==2024.3.1"
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@@ -800,11 +808,11 @@
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@@ -846,62 +854,54 @@
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         "h5py": {
             "hashes": [
@@ -978,6 +978,14 @@
             "index": "pypi",
             "version": "==0.2.0"
         },
+        "ipywidgets": {
+            "hashes": [
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@@ -996,19 +1004,19 @@
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@@ -1042,6 +1050,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
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+        "jupyterlab-widgets": {
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@@ -1586,10 +1602,10 @@
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@@ -1933,11 +1949,11 @@
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@@ -1967,44 +1983,44 @@
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@@ -2073,11 +2089,11 @@
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             "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
+            "version": "==3.5.0"
         },
         "tinycss2": {
             "hashes": [
@@ -2809,11 +2825,11 @@
         },
         "tqdm": {
             "hashes": [
-                "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9",
-                "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"
+                "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644",
+                "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.66.2"
+            "version": "==4.66.4"
         },
         "traitlets": {
             "hashes": [
@@ -2877,19 +2893,19 @@
         },
         "websocket-client": {
             "hashes": [
-                "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6",
-                "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"
+                "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526",
+                "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.7.0"
+            "version": "==1.8.0"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795",
-                "sha256:e39b645a6ac92822588e7b39a692e7828724ceae0b0d702ef96701f90e70128d"
+                "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18",
+                "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.0.2"
+            "version": "==3.0.3"
         },
         "wheel": {
             "hashes": [
@@ -2899,6 +2915,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.43.0"
         },
+        "widgetsnbextension": {
+            "hashes": [
+                "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f",
+                "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.0.10"
+        },
         "wrapt": {
             "hashes": [
                 "sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc",
@@ -3073,11 +3097,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b",
-                "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"
+                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
+                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.1"
+            "version": "==3.18.2"
         }
     },
     "develop": {}
diff --git a/runtimes/tensorflow/ubi9-python-3.9/Pipfile b/runtimes/tensorflow/ubi9-python-3.9/Pipfile
index fba85b492..71d92294c 100644
--- a/runtimes/tensorflow/ubi9-python-3.9/Pipfile
+++ b/runtimes/tensorflow/ubi9-python-3.9/Pipfile
@@ -21,7 +21,7 @@ scikit-learn = "~=1.4.0"
 scipy = "~=1.12.0"
 skl2onnx = "~=1.16.0"
 onnxconverter-common = "~=1.13.0" # Required for skl2onnx, as upgraded version is not compatible with protobuf
-codeflare-sdk = "~=0.16.0"
+codeflare-sdk = "~=0.16.1"
 # DB connectors
 pymongo = "~=4.6.2"
 psycopg = "~=3.1.18"
diff --git a/runtimes/tensorflow/ubi9-python-3.9/Pipfile.lock b/runtimes/tensorflow/ubi9-python-3.9/Pipfile.lock
index 6c2c30dda..e2ed0d31a 100644
--- a/runtimes/tensorflow/ubi9-python-3.9/Pipfile.lock
+++ b/runtimes/tensorflow/ubi9-python-3.9/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "323ec060ebe944524ed8bf9d2721b8acc9e804049cf23e9ce6eae91ad5c05199"
+            "sha256": "7865b0962e0bf5e52a2c536ddbf1f52a54b6b5ac621077a826cc4c3289d1a723"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -166,36 +166,36 @@
         },
         "bcrypt": {
             "hashes": [
-                "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f",
-                "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5",
-                "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb",
-                "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258",
-                "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4",
-                "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc",
-                "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2",
-                "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326",
-                "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483",
-                "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a",
-                "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966",
-                "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63",
-                "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c",
-                "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551",
-                "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d",
-                "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e",
-                "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0",
-                "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c",
-                "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb",
-                "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1",
-                "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42",
-                "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946",
-                "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab",
-                "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1",
-                "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c",
-                "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7",
-                "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"
+                "sha256:01746eb2c4299dd0ae1670234bf77704f581dd72cc180f444bfe74eb80495b64",
+                "sha256:037c5bf7c196a63dcce75545c8874610c600809d5d82c305dd327cd4969995bf",
+                "sha256:094fd31e08c2b102a14880ee5b3d09913ecf334cd604af27e1013c76831f7b05",
+                "sha256:0d4cf6ef1525f79255ef048b3489602868c47aea61f375377f0d00514fe4a78c",
+                "sha256:193bb49eeeb9c1e2db9ba65d09dc6384edd5608d9d672b4125e9320af9153a15",
+                "sha256:2505b54afb074627111b5a8dc9b6ae69d0f01fea65c2fcaea403448c503d3991",
+                "sha256:2ee15dd749f5952fe3f0430d0ff6b74082e159c50332a1413d51b5689cf06623",
+                "sha256:31adb9cbb8737a581a843e13df22ffb7c84638342de3708a98d5c986770f2834",
+                "sha256:3a5be252fef513363fe281bafc596c31b552cf81d04c5085bc5dac29670faa08",
+                "sha256:3d3b317050a9a711a5c7214bf04e28333cf528e0ed0ec9a4e55ba628d0f07c1a",
+                "sha256:48429c83292b57bf4af6ab75809f8f4daf52aa5d480632e53707805cc1ce9b74",
+                "sha256:4a8bea4c152b91fd8319fef4c6a790da5c07840421c2b785084989bf8bbb7455",
+                "sha256:4fb253d65da30d9269e0a6f4b0de32bd657a0208a6f4e43d3e645774fb5457f3",
+                "sha256:551b320396e1d05e49cc18dd77d970accd52b322441628aca04801bbd1d52a73",
+                "sha256:5f7cd3399fbc4ec290378b541b0cf3d4398e4737a65d0f938c7c0f9d5e686611",
+                "sha256:6004f5229b50f8493c49232b8e75726b568535fd300e5039e255d919fc3a07f2",
+                "sha256:6717543d2c110a155e6821ce5670c1f512f602eabb77dba95717ca76af79867d",
+                "sha256:6cac78a8d42f9d120b3987f82252bdbeb7e6e900a5e1ba37f6be6fe4e3848286",
+                "sha256:8a893d192dfb7c8e883c4576813bf18bb9d59e2cfd88b68b725990f033f1b978",
+                "sha256:8cbb119267068c2581ae38790e0d1fbae65d0725247a930fc9900c285d95725d",
+                "sha256:9f8ea645eb94fb6e7bea0cf4ba121c07a3a182ac52876493870033141aa687bc",
+                "sha256:c4c8d9b3e97209dd7111bf726e79f638ad9224b4691d1c7cfefa571a09b1b2d6",
+                "sha256:cb9c707c10bddaf9e5ba7cdb769f3e889e60b7d4fea22834b261f51ca2b89fed",
+                "sha256:d84702adb8f2798d813b17d8187d27076cca3cd52fe3686bb07a9083930ce650",
+                "sha256:ec3c2e1ca3e5c4b9edb94290b356d082b721f3f50758bce7cce11d8a7c89ce84",
+                "sha256:f44a97780677e7ac0ca393bd7982b19dbbd8d7228c1afe10b128fd9550eef5f1",
+                "sha256:f5698ce5292a4e4b9e5861f7e53b1d89242ad39d54c3da451a93cac17b61921a"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.1.2"
+            "version": "==4.1.3"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -223,19 +223,19 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:e0940e43810fe82f5b77442c751491fcc2768af7e7c3e8c15ea158e1ca9b586c",
-                "sha256:f9166f485d64b012d46acd212fb29a45b195a85ff66a645b05b06d9f7572af36"
+                "sha256:8f18d212b9199dbbd9d596dd5929685b583ac938c60cceeac2e045c0c5d10323",
+                "sha256:d6a8e77db316c6e1d9a25f77c795ed1e0a8bc621f863ce26d04b2225d30f2dce"
             ],
             "index": "pypi",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "botocore": {
             "hashes": [
-                "sha256:35205ed7db13058a3f7114c28e93058a8ff1490dfc6a5b5dff9c581c738fbf59",
-                "sha256:6624b69bcdf2c5d0568b7bc9cbac13e605f370e7ea06710c61e2e2dc76831141"
+                "sha256:0e0fb9b605c46393d5c7c69bd516b36058334bdc8f389e680c6efcf0727f25db",
+                "sha256:e10affb7f372d50da957260adf2753a3f153bf90abe6910e11f09d1e443b5515"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==1.34.89"
+            "version": "==1.34.111"
         },
         "cachetools": {
             "hashes": [
@@ -417,11 +417,11 @@
         },
         "codeflare-sdk": {
             "hashes": [
-                "sha256:19308b546cb399b64d6bda59cd4b00f28d1c5536625919a18d767b7c9e589792",
-                "sha256:7818872fee3c7de0f9af50c71b86a07d39b27eb653cb67c0310b9bd351650df1"
+                "sha256:7e2341dcbbde4e064374046e141ba6ba68abec31be56fd8f692c42e260c0b659",
+                "sha256:ee79595fe8dca4cffc8e484732a463fb37d514cc01962d0178f98113ce8a80c5"
             ],
             "index": "pypi",
-            "version": "==0.16.0"
+            "version": "==0.16.1"
         },
         "codeflare-torchx": {
             "hashes": [
@@ -437,6 +437,14 @@
             ],
             "version": "==0.5.6"
         },
+        "comm": {
+            "hashes": [
+                "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e",
+                "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.2.2"
+        },
         "commonmark": {
             "hashes": [
                 "sha256:452f9dc859be7f06631ddcb328b6919c67984aca654e5fefb3914d54691aed60",
@@ -588,11 +596,11 @@
         },
         "docker": {
             "hashes": [
-                "sha256:12ba681f2777a0ad28ffbcc846a69c31b4dfd9752b47eb425a274ee269c5e14b",
-                "sha256:323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3"
+                "sha256:ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c",
+                "sha256:c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==7.0.0"
+            "version": "==7.1.0"
         },
         "docstring-parser": {
             "hashes": [
@@ -625,11 +633,11 @@
         },
         "filelock": {
             "hashes": [
-                "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f",
-                "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"
+                "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f",
+                "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==3.13.4"
+            "version": "==3.14.0"
         },
         "flatbuffers": {
             "hashes": [
@@ -771,10 +779,10 @@
         },
         "fsspec": {
             "hashes": [
-                "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512",
-                "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"
+                "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a",
+                "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"
             ],
-            "version": "==2024.3.1"
+            "version": "==2024.5.0"
         },
         "gast": {
             "hashes": [
@@ -786,11 +794,11 @@
         },
         "google-api-core": {
             "hashes": [
-                "sha256:5a63aa102e0049abe85b5b88cb9409234c1f70afcda21ce1e40b285b9629c1d6",
-                "sha256:62d97417bfc674d6cef251e5c4d639a9655e00c45528c4364fbfebb478ce72a9"
+                "sha256:8661eec4078c35428fd3f69a2c7ee29e342896b70f01d1a1cbcb334372dd6251",
+                "sha256:cf1b7c2694047886d2af1128a03ae99e391108a08804f87cfd35970e49c9cd10"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.18.0"
+            "version": "==2.19.0"
         },
         "google-auth": {
             "hashes": [
@@ -832,62 +840,54 @@
         },
         "grpcio": {
             "hashes": [
-                "sha256:07ce1f775d37ca18c7a141300e5b71539690efa1f51fe17f812ca85b5e73262f",
-                "sha256:112eaa7865dd9e6d7c0556c8b04ae3c3a2dc35d62ad3373ab7f6a562d8199200",
-                "sha256:162ccf61499c893831b8437120600290a99c0bc1ce7b51f2c8d21ec87ff6af8b",
-                "sha256:16da954692fd61aa4941fbeda405a756cd96b97b5d95ca58a92547bba2c1624f",
-                "sha256:17708db5b11b966373e21519c4c73e5a750555f02fde82276ea2a267077c68ad",
-                "sha256:1bcfe5070e4406f489e39325b76caeadab28c32bf9252d3ae960c79935a4cc36",
-                "sha256:1c1bb80299bdef33309dff03932264636450c8fdb142ea39f47e06a7153d3063",
-                "sha256:2507006c8a478f19e99b6fe36a2464696b89d40d88f34e4b709abe57e1337467",
-                "sha256:262cda97efdabb20853d3b5a4c546a535347c14b64c017f628ca0cc7fa780cc6",
-                "sha256:26f415f40f4a93579fd648f48dca1c13dfacdfd0290f4a30f9b9aeb745026811",
-                "sha256:2a0204532aa2f1afd467024b02b4069246320405bc18abec7babab03e2644e75",
-                "sha256:2e72ddfee62430ea80133d2cbe788e0d06b12f865765cb24a40009668bd8ea05",
-                "sha256:3abe6838196da518863b5d549938ce3159d809218936851b395b09cad9b5d64a",
-                "sha256:3ad00f3f0718894749d5a8bb0fa125a7980a2f49523731a9b1fabf2b3522aa43",
-                "sha256:3c3ed41f4d7a3aabf0f01ecc70d6b5d00ce1800d4af652a549de3f7cf35c4abd",
-                "sha256:404d3b4b6b142b99ba1cff0b2177d26b623101ea2ce51c25ef6e53d9d0d87bcc",
-                "sha256:41955b641c34db7d84db8d306937b72bc4968eef1c401bea73081a8d6c3d8033",
-                "sha256:53d3a59a10af4c2558a8e563aed9f256259d2992ae0d3037817b2155f0341de1",
-                "sha256:55ddaf53474e8caeb29eb03e3202f9d827ad3110475a21245f3c7712022882a9",
-                "sha256:589ea8e75de5fd6df387de53af6c9189c5231e212b9aa306b6b0d4f07520fbb9",
-                "sha256:5dab7ac2c1e7cb6179c6bfad6b63174851102cbe0682294e6b1d6f0981ad7138",
-                "sha256:65034473fc09628a02fb85f26e73885cf1ed39ebd9cf270247b38689ff5942c5",
-                "sha256:66344ea741124c38588a664237ac2fa16dfd226964cca23ddc96bd4accccbde5",
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@@ -964,6 +964,14 @@
             "index": "pypi",
             "version": "==0.2.0"
         },
+        "ipywidgets": {
+            "hashes": [
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@@ -990,19 +998,19 @@
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@@ -1036,6 +1044,14 @@
             "markers": "python_version >= '3.8'",
             "version": "==0.3.0"
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+        "jupyterlab-widgets": {
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@@ -1592,10 +1608,10 @@
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@@ -1935,11 +1951,11 @@
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@@ -1969,44 +1985,44 @@
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@@ -2733,22 +2749,25 @@
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@@ -2774,11 +2793,11 @@
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@@ -2807,11 +2826,11 @@
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@@ -2875,19 +2894,19 @@
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@@ -2897,6 +2916,14 @@
             "markers": "python_version >= '3.8'",
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@@ -3075,11 +3102,11 @@
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