@@ -41,8 +41,10 @@ careful about stability. We (the authors of this MOOC) believe that open
source (which allows to inspect how computation is done and to
identify both mistakes and sources of non-reproducibility) is more
important than the rock solid stability of SAS, which is proprietary
software. Yet, if you really need to stay with SAS, you should know that SAS
can be used within Jupyter using the [[https://sassoftware.github.io/saspy/][Python SASPy]] and the
software.
Yet, if you really need to stay with SAS, you should know that SAS can be used
within Jupyter using the [[https://sassoftware.github.io/saspy/][Python SASPy]] and the
[[https://sassoftware.github.io/sas_kernel/][Python SASKernel]] packages (step by step explanations about this are given
[[https://app-learninglab.inria.fr/gitlab/85bc36e0a8096c618fbd5993d1cca191/mooc-rr/blob/master/documents/tuto_jupyter_windows/tuto_jupyter_windows.md#53-le-package-python-saspy-permet-dex%C3%A9cuter-du-code-sas-dans-un-notebook-python][here]]). Using such literate programming approach allied with systematic
version and environment control will always help. Similar solutions exist for many languages ([[https://github.com/jupyter/jupyter/wiki/Jupyter-kernels][list of Jupyter kernels]]).
...
...
@@ -72,9 +74,9 @@ Hinsen on Active Papers]] (http://www.activepapers.org/).
Ensuring software is properly archived, i.e, is safely stored so that
it can be accessed in a perennial way, can be quite tricky. If you
have never seen [[https://github.com/alegrand/RR_webinars/blob/master/5_archiving_software_and_data/index.org][Roberto Di Cosmo presenting the Software Heritage
project]], this is a must see. https://www.softwareheritage.org/
project]], this is a must see. [[https://www.softwareheritage.org/][https://www.softwareheritage.org/]]
For regular data, we highly recommend using https://www.zenodo.org/
For regular data, we highly recommend using [[https://www.zenodo.org/][https://www.zenodo.org/]]
whenever the data is not sensitive.
* Workflows
In the video sequences, we mentioned workflow managers (original application domain in parenthesis):
