Add an ability to specify registry when using docker images (#2008)

* Add an ability to specify registry when using docker images

* Fix typo

* [TMP] Speedup workflow

* Revert "[TMP] Speedup workflow"

This reverts commit 3af0055ccf.

docs/using/recipe_code/custom_environment.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 # Name your environment and choose the python version
 ARG env_name=python310

docs/using/recipe_code/dask_jupyterlab.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 # Install the Dask dashboard
 RUN mamba install --yes 'dask-labextension' && \

docs/using/recipe_code/jupyterhub_version.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 RUN mamba install --yes 'jupyterhub==4.0.1' && \
     mamba clean --all -f -y && \

docs/using/recipe_code/mamba_install.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 RUN mamba install --yes 'flake8' && \
     mamba clean --all -f -y && \

docs/using/recipe_code/manpage_install.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 # Fix: https://github.com/hadolint/hadolint/wiki/DL4006
 # Fix: https://github.com/koalaman/shellcheck/wiki/SC3014

docs/using/recipe_code/microsoft_odbc.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 # Fix: https://github.com/hadolint/hadolint/wiki/DL4006
 # Fix: https://github.com/koalaman/shellcheck/wiki/SC3014

docs/using/recipe_code/oracledb.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 USER root
 

docs/using/recipe_code/pip_install.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 # Install in the default python3 environment
 RUN pip install --no-cache-dir 'flake8' && \

docs/using/recipe_code/rise_jupyterlab.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 RUN mamba install --yes 'jupyterlab_rise' && \
     mamba clean --all -f -y && \

docs/using/recipe_code/spellcheck_notebookv6.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook:notebook-6.5.4
+FROM docker.io/jupyter/base-notebook:notebook-6.5.4
 
 RUN pip install --no-cache-dir 'jupyter_contrib_nbextensions' && \
     jupyter contrib nbextension install --user && \

docs/using/recipe_code/xgboost.dockerfile

@@ -1,4 +1,4 @@
-FROM jupyter/base-notebook
+FROM docker.io/jupyter/base-notebook
 
 RUN mamba install --yes 'py-xgboost' && \
     mamba clean --all -f -y && \

docs/using/recipes.md

@@ -298,7 +298,7 @@ This recipe is not tested and might be broken.
 ```
 
 ```dockerfile
-FROM jupyter/all-spark-notebook
+FROM docker.io/jupyter/all-spark-notebook
 
 # Set env vars for pydoop
 ENV HADOOP_HOME /usr/local/hadoop-2.7.3
@@ -415,7 +415,7 @@ Please note that the [Delta Lake](https://delta.io/) packages are only available
 By adding the properties to `spark-defaults.conf`, the user no longer needs to enable Delta support in each notebook.
 
 ```dockerfile
-FROM jupyter/pyspark-notebook
+FROM docker.io/jupyter/pyspark-notebook
 
 RUN mamba install --yes 'delta-spark' && \
     mamba clean --all -f -y && \
@@ -446,7 +446,7 @@ This recipe is not tested and might be broken.
 The example below is a Dockerfile to load Source Han Sans with normal weight, usually used for the web.
 
 ```dockerfile
-FROM jupyter/scipy-notebook
+FROM docker.io/jupyter/scipy-notebook
 
 RUN PYV=$(ls "${CONDA_DIR}/lib" | grep ^python) && \
     MPL_DATA="${CONDA_DIR}/lib/${PYV}/site-packages/matplotlib/mpl-data" && \
@@ -489,7 +489,7 @@ This recipe is not tested and might be broken.
 The example below is a Dockerfile to install the [ijavascript kernel](https://github.com/n-riesco/ijavascript).
 
 ```dockerfile
-FROM jupyter/scipy-notebook
+FROM docker.io/jupyter/scipy-notebook
 
 # install ijavascript
 RUN npm install -g ijavascript