Orientation

Welcome

Welcome to the second version of the workshop on the use of open data from the CMS experiment. We are really happy to have you here!

Please do not forget to subscribe to our mattermost team, where dedicated discussion channels will be created to assist you during pre-exercises and workshop lessons. In order to do so, and if you do not have CERN credentials, please obtain a lightweight CERN account (unless you have done so already to register).

Workshop structure

To facilitate the delivery of information, we have classified the material in six topics. The color coding help differentiate them:

Pre-exercises

In order to make the best use of the time during the event, we have prepared a set of pre-exercises, which you are requested to go through before the workshop. Yes, requested: this is because we know that setting up the proper environment may take some time, and it may happen that you would need help. We can help you get started before the workshop, but during the workshop we really want to concentrate on the use of open data. We will do our best in order to have all technicalities settled down in advance. In the rest of this page, we try to explain why we have chosen those pre-exercises, please read though!

Please note that all pre-exercises require you to submit some simple work assignments. This can be done using our assignment form; you must sign in and click on the submit button in order to save your work. You can come back to edit the form at any time.

Please add yourself to the pre-exercises Mattermost channels if you need assistance and/or are willing to help out or contribute to the discussion:

Lesson channels will be announced later.

Analysis workflow

Analysis of CMS data is most commonly done in two steps

The first step (linked to the Basic physics objects and Advanced physics objects topics) will almost inevitably be done using the CMS software (CMSSW) and in a computing environment compatible with the open data.

There are some optional pre-exercises that you are welcome to complete either partially of completely. They cover basic computing skills (unix command and python perhaps being the most important) that will help you during this workshop.

For the computing environment, you can either

Setting up this environment is the first of the mandatory pre-exercises. The choice between these two options - VM or docker - depends on your own setup and your goals. We give a list of features which you can take into consideration when choosing between these two options at the end of this page.

In order to use the CMS software to extract the physics information you need from the CMS open data, certain familiarity and knowledge of how physics objects and built in CMS will be needed. This is why, an introduction to CMS physics objects is the second mandatory pre-exercise.

The next mandatory pre-exercise will be about ROOT. Some familiarity with it is needed in order to deal with CMS open data. Note that if you do not wish to use ROOT, you can use the analysis tools of your choice afterwards, but we will not be able to cover different options during this short workshop. This is why we ask you to go through some basic notions of this framework, even if you do not intend to use it later. In case you need to refresh your C++ skills, this pre-exercise will serve you well also.

Learning some basics of CMSSW is the next mandatory pre-exercise. We understand that not all of you are keen on learning the details of CMSSW, but some basic knowledge of it is definitely needed in order get hold of the data. Note that the code and commands to run are the same in VM and in docker.

During the workshop we need to deliver lots of information about how to access different physics objects. The trigger system is important, a bit obscure but very intuitive. This is why you will also have to save some time in order to learn about this system in the last mandatory pre-exercise.

In the second step (linked to the Analysis flow topic), during this workshop, we will use the ROOT data analysis framework. This is because

The second analysis step can be done in the CMS open data virtual environment (whether VM or docker) or by passing the output files to your local setup and analysing them there. If you are familiar with ROOT and have it installed on your local system, you may prefer doing it there. However, our pre-exercise on ROOT runs just fine within our virtual environments.

Different operating system

Traditionally, CMSSW is developed, validated and run in a well-defined version of Linux operating system, which we have made available together with open data. Linux users will find their way through fairly smoothly, although they will need to use these old versions compatible with the data. Mac users have traditionally worked it through and it is quite common in use considering the amount of apples in some of our meetings (when we still used to sit in a common physical meeting room). For Windows, recently, there have been some quite interesting developments, mainly with docker and WSL, and we hope to bring through Windows users as well, without too many hiccups.

Please take note that this is a learning process for us as well, we really want to learn from the eventual difficulties you may encounter so that we can improve. However, bear with us, for the normal analysis work of CMS data we keep to those well-defined versions of Linux, and we may not have all solutions for different environments ready.

VM or docker

Right at the start, for the first pre-exercise, you will need to decide if you want to go for VM or docker. Here we list some features which may help you in choosing between these two computing environments.

VM:

Docker:

Note that you can try both, if you wish. Windows WSL users may need to change a setting and reboot between switching from VM to docker