diff --git a/docker-bits/6_jupyterlab.Dockerfile b/docker-bits/6_jupyterlab.Dockerfile
index 663f4bd07..27318a033 100644
--- a/docker-bits/6_jupyterlab.Dockerfile
+++ b/docker-bits/6_jupyterlab.Dockerfile
@@ -65,6 +65,7 @@ RUN pip install \
     'plotly' \
     'ipywidgets' \
     'markupsafe' \
+    'pyspark' \
     'ipympl' \
     'pexpect==4.9.0' \
     'jupyter-resource-usage' \
diff --git a/docker-bits/6_rstudio.Dockerfile b/docker-bits/6_rstudio.Dockerfile
index 7697cab44..7fe5ba430 100644
--- a/docker-bits/6_rstudio.Dockerfile
+++ b/docker-bits/6_rstudio.Dockerfile
@@ -12,6 +12,8 @@ RUN mkdir -p /etc/rstudio && \
 
 ENV PATH=$PATH:/usr/lib/rstudio-server/bin
 
+ENV SPARK_HOME="/opt/conda/lib/python3.11/site-packages/pyspark"
+
 # Install some default R packages
 RUN mamba install --quiet --yes \
       'r-arrow' \
@@ -24,6 +26,7 @@ RUN mamba install --quiet --yes \
       'r-renv' \
       'r-rodbc' \
       'r-sf' \
+      'r-sparklyr' \
       'r-tidyverse' \
     && \
     clean-layer.sh && \
@@ -31,10 +34,10 @@ RUN mamba install --quiet --yes \
     fix-permissions /home/$NB_USER
 
 RUN python3 -m pip install \
-      'jupyter-rsession-proxy==2.2.0' \
-      'jupyter-server-proxy==4.2.0' && \
-      fix-permissions $CONDA_DIR && \
-      fix-permissions /home/$NB_USER
+    'jupyter-rsession-proxy==2.2.0' \
+    'jupyter-server-proxy==4.2.0' && \
+    fix-permissions $CONDA_DIR && \
+    fix-permissions /home/$NB_USER
 
 # If using the docker bit in other Dockerfiles, this must get written over in a later layer
 ENV DEFAULT_JUPYTER_URL="/rstudio"
diff --git a/output/jupyterlab-cpu/Dockerfile b/output/jupyterlab-cpu/Dockerfile
index 62449118c..11bfefdb1 100644
--- a/output/jupyterlab-cpu/Dockerfile
+++ b/output/jupyterlab-cpu/Dockerfile
@@ -243,6 +243,8 @@ RUN mkdir -p /etc/rstudio && \
 
 ENV PATH=$PATH:/usr/lib/rstudio-server/bin
 
+ENV SPARK_HOME="/opt/conda/lib/python3.11/site-packages/pyspark"
+
 # Install some default R packages
 RUN mamba install --quiet --yes \
       'r-arrow' \
@@ -255,6 +257,7 @@ RUN mamba install --quiet --yes \
       'r-renv' \
       'r-rodbc' \
       'r-sf' \
+      'r-sparklyr' \
       'r-tidyverse' \
     && \
     clean-layer.sh && \
@@ -262,10 +265,10 @@ RUN mamba install --quiet --yes \
     fix-permissions /home/$NB_USER
 
 RUN python3 -m pip install \
-      'jupyter-rsession-proxy==2.2.0' \
-      'jupyter-server-proxy==4.2.0' && \
-      fix-permissions $CONDA_DIR && \
-      fix-permissions /home/$NB_USER
+    'jupyter-rsession-proxy==2.2.0' \
+    'jupyter-server-proxy==4.2.0' && \
+    fix-permissions $CONDA_DIR && \
+    fix-permissions /home/$NB_USER
 
 # If using the docker bit in other Dockerfiles, this must get written over in a later layer
 ENV DEFAULT_JUPYTER_URL="/rstudio"
@@ -342,6 +345,7 @@ RUN pip install \
     'plotly' \
     'ipywidgets' \
     'markupsafe' \
+    'pyspark' \
     'ipympl' \
     'pexpect==4.9.0' \
     'jupyter-resource-usage' \
diff --git a/output/jupyterlab-pytorch/Dockerfile b/output/jupyterlab-pytorch/Dockerfile
index b307e8ec9..e63edc78c 100644
--- a/output/jupyterlab-pytorch/Dockerfile
+++ b/output/jupyterlab-pytorch/Dockerfile
@@ -265,6 +265,8 @@ RUN mkdir -p /etc/rstudio && \
 
 ENV PATH=$PATH:/usr/lib/rstudio-server/bin
 
+ENV SPARK_HOME="/opt/conda/lib/python3.11/site-packages/pyspark"
+
 # Install some default R packages
 RUN mamba install --quiet --yes \
       'r-arrow' \
@@ -277,6 +279,7 @@ RUN mamba install --quiet --yes \
       'r-renv' \
       'r-rodbc' \
       'r-sf' \
+      'r-sparklyr' \
       'r-tidyverse' \
     && \
     clean-layer.sh && \
@@ -284,10 +287,10 @@ RUN mamba install --quiet --yes \
     fix-permissions /home/$NB_USER
 
 RUN python3 -m pip install \
-      'jupyter-rsession-proxy==2.2.0' \
-      'jupyter-server-proxy==4.2.0' && \
-      fix-permissions $CONDA_DIR && \
-      fix-permissions /home/$NB_USER
+    'jupyter-rsession-proxy==2.2.0' \
+    'jupyter-server-proxy==4.2.0' && \
+    fix-permissions $CONDA_DIR && \
+    fix-permissions /home/$NB_USER
 
 # If using the docker bit in other Dockerfiles, this must get written over in a later layer
 ENV DEFAULT_JUPYTER_URL="/rstudio"
@@ -364,6 +367,7 @@ RUN pip install \
     'plotly' \
     'ipywidgets' \
     'markupsafe' \
+    'pyspark' \
     'ipympl' \
     'pexpect==4.9.0' \
     'jupyter-resource-usage' \
diff --git a/output/jupyterlab-tensorflow/Dockerfile b/output/jupyterlab-tensorflow/Dockerfile
index a0610abea..1be4277fd 100644
--- a/output/jupyterlab-tensorflow/Dockerfile
+++ b/output/jupyterlab-tensorflow/Dockerfile
@@ -372,6 +372,8 @@ RUN mkdir -p /etc/rstudio && \
 
 ENV PATH=$PATH:/usr/lib/rstudio-server/bin
 
+ENV SPARK_HOME="/opt/conda/lib/python3.11/site-packages/pyspark"
+
 # Install some default R packages
 RUN mamba install --quiet --yes \
       'r-arrow' \
@@ -384,6 +386,7 @@ RUN mamba install --quiet --yes \
       'r-renv' \
       'r-rodbc' \
       'r-sf' \
+      'r-sparklyr' \
       'r-tidyverse' \
     && \
     clean-layer.sh && \
@@ -391,10 +394,10 @@ RUN mamba install --quiet --yes \
     fix-permissions /home/$NB_USER
 
 RUN python3 -m pip install \
-      'jupyter-rsession-proxy==2.2.0' \
-      'jupyter-server-proxy==4.2.0' && \
-      fix-permissions $CONDA_DIR && \
-      fix-permissions /home/$NB_USER
+    'jupyter-rsession-proxy==2.2.0' \
+    'jupyter-server-proxy==4.2.0' && \
+    fix-permissions $CONDA_DIR && \
+    fix-permissions /home/$NB_USER
 
 # If using the docker bit in other Dockerfiles, this must get written over in a later layer
 ENV DEFAULT_JUPYTER_URL="/rstudio"
@@ -471,6 +474,7 @@ RUN pip install \
     'plotly' \
     'ipywidgets' \
     'markupsafe' \
+    'pyspark' \
     'ipympl' \
     'pexpect==4.9.0' \
     'jupyter-resource-usage' \
diff --git a/output/rstudio/Dockerfile b/output/rstudio/Dockerfile
index 7e6c1760e..0166d038b 100644
--- a/output/rstudio/Dockerfile
+++ b/output/rstudio/Dockerfile
@@ -243,6 +243,8 @@ RUN mkdir -p /etc/rstudio && \
 
 ENV PATH=$PATH:/usr/lib/rstudio-server/bin
 
+ENV SPARK_HOME="/opt/conda/lib/python3.11/site-packages/pyspark"
+
 # Install some default R packages
 RUN mamba install --quiet --yes \
       'r-arrow' \
@@ -255,6 +257,7 @@ RUN mamba install --quiet --yes \
       'r-renv' \
       'r-rodbc' \
       'r-sf' \
+      'r-sparklyr' \
       'r-tidyverse' \
     && \
     clean-layer.sh && \
@@ -262,10 +265,10 @@ RUN mamba install --quiet --yes \
     fix-permissions /home/$NB_USER
 
 RUN python3 -m pip install \
-      'jupyter-rsession-proxy==2.2.0' \
-      'jupyter-server-proxy==4.2.0' && \
-      fix-permissions $CONDA_DIR && \
-      fix-permissions /home/$NB_USER
+    'jupyter-rsession-proxy==2.2.0' \
+    'jupyter-server-proxy==4.2.0' && \
+    fix-permissions $CONDA_DIR && \
+    fix-permissions /home/$NB_USER
 
 # If using the docker bit in other Dockerfiles, this must get written over in a later layer
 ENV DEFAULT_JUPYTER_URL="/rstudio"
diff --git a/output/sas/Dockerfile b/output/sas/Dockerfile
index d614f353c..45fa2aed7 100644
--- a/output/sas/Dockerfile
+++ b/output/sas/Dockerfile
@@ -276,6 +276,7 @@ RUN pip install \
     'plotly' \
     'ipywidgets' \
     'markupsafe' \
+    'pyspark' \
     'ipympl' \
     'pexpect==4.9.0' \
     'jupyter-resource-usage' \
@@ -402,6 +403,8 @@ RUN mkdir -p /etc/rstudio && \
 
 ENV PATH=$PATH:/usr/lib/rstudio-server/bin
 
+ENV SPARK_HOME="/opt/conda/lib/python3.11/site-packages/pyspark"
+
 # Install some default R packages
 RUN mamba install --quiet --yes \
       'r-arrow' \
@@ -414,6 +417,7 @@ RUN mamba install --quiet --yes \
       'r-renv' \
       'r-rodbc' \
       'r-sf' \
+      'r-sparklyr' \
       'r-tidyverse' \
     && \
     clean-layer.sh && \
@@ -421,10 +425,10 @@ RUN mamba install --quiet --yes \
     fix-permissions /home/$NB_USER
 
 RUN python3 -m pip install \
-      'jupyter-rsession-proxy==2.2.0' \
-      'jupyter-server-proxy==4.2.0' && \
-      fix-permissions $CONDA_DIR && \
-      fix-permissions /home/$NB_USER
+    'jupyter-rsession-proxy==2.2.0' \
+    'jupyter-server-proxy==4.2.0' && \
+    fix-permissions $CONDA_DIR && \
+    fix-permissions /home/$NB_USER
 
 # If using the docker bit in other Dockerfiles, this must get written over in a later layer
 ENV DEFAULT_JUPYTER_URL="/rstudio"