Update README and Dockerfile with database information and image version

Author: flaviomartins

README.md

@@ -8,7 +8,13 @@ Everything in [jupyter/scipy-notebook](https://jupyter-docker-stacks.readthedocs
 
 jupysql to run SQL in Jupyter/IPython via a %sql and %%sql magics.
 
-python-lsp-ruff a linter plugin for pylsp based on ruff.
+PostgreSQL is a relational database management system emphasizing extensibility and SQL compliance.
+
+SQLite is the most used relational database management system in the world.
+
+DuckDB is a column-oriented relational database management system.
+
+Redis is the most used NoSQL database.
 
 ## Credits
 

image/Dockerfile

@@ -1,8 +1,9 @@
 # Copyright (c) SIPist Development Team
 # Distributed under the terms of the Modified BSD License.
-FROM quay.io/jupyter/scipy-notebook:2024-12-09
+FROM quay.io/jupyter/scipy-notebook:2024-12-23
 
 LABEL maintainer="Flavio Martins <[email protected]>"
+ARG NB_BUILD=0
 
 # Fix: https://github.com/hadolint/hadolint/wiki/DL4006
 # Fix: https://github.com/koalaman/shellcheck/wiki/SC3014
@@ -23,7 +24,8 @@ RUN apt-get update --yes && \
     postgresql-client-15 \
     postgresql-client-16 \
     postgresql-client-17 \
-    pspg && \
+    pspg \
+    pgloader && \
     apt-get clean && rm -rf /var/lib/apt/lists/*
 
 USER ${NB_UID}