chore(demo/signal-processing): Upgrade pyspark-notebook image to python-3.13

Author: NickLarsenNZ

.github/workflows/dev_jupyter-pyspark-with-alibi-detect.yaml

@@ -29,5 +29,5 @@ jobs:
       image-name: jupyter-pyspark-with-alibi-detect
       # TODO (@NickLarsenNZ): Use a versioned image with stackable0.0.0-dev or stackableXX.X.X so that
       # the demo is reproducable for the release and it will be automatically replaced for the release branch.
-      image-version: python-3.11
+      image-version: python-3.13
       containerfile-path: demos/signal-processing/Dockerfile-jupyter

demos/signal-processing/Dockerfile-jupyter

@@ -1,6 +1,6 @@
 # Find the latest python version here:
-# https://hub.docker.com/r/jupyter/pyspark-notebook/tags?name=python-
-FROM jupyter/pyspark-notebook:python-3.11
+# https://quay.io/repository/jupyter/pyspark-notebook?tab=tags (use the tag search)
+FROM quay.io/jupyter/pyspark-notebook:python-3.13
 
 COPY demos/signal-processing/requirements.txt .
 

docs/modules/demos/pages/signal-processing.adoc

@@ -90,7 +90,7 @@ To achieve the same imports as mentioned in the previous section, build the Dock
 
 [source,console]
 ----
-FROM jupyter/pyspark-notebook:python-3.11
+FROM quay.io/jupyter/pyspark-notebook:python-3.13
 
 COPY demos/signal-processing/requirements.txt .