Adding Hitmap and Average Nhits vs Eta map

[Simple-Shyam]

Briefly, what does this PR introduce?

This pull request includes the code that will run the simulation output EDM file at a given momentum and produce the hitmap XY and RZ for the ePIC tracker. Additional code generates the average Nhits vs Eta distribution for the ePIC tracker.

What kind of change does this PR introduce?

• Bug fix (issue #__)
• New feature (issue #__)
• Documentation update
• [x ] Other: __
  This will directly allow us to see the changes in the geometry as well as the average number of hits vs eta.

Please check if this PR fulfills the following:

• Tests for the changes have been added
• Documentation has been added / updated
• [x ] Changes have been communicated to collaborators
• The expected output is also attached with the ePIC 24.12.0, which I will present in the next tracking meeting.
• In the hit map (RZ), it can be seen inner MPGD geometry is changed as well as the inner radius of forward MPGD disks, ETOF is increased.

Does this PR introduce breaking changes? What changes might users need to make to their code?

No

Does this PR change default behavior?

No

[veprbl]

Please instrument this to run on CI. If we don't plan to maintain this, add it to https://github.com/eic/snippets instead.

[Simple-Shyam]

Please instrument this to run on CI. If we don't plan to maintain this, add it to https://github.com/eic/snippets instead.

Hi @veprbl, I will add these scripts to the snakefile; I am checking things and will modify the files accordingly so that it produce all these plots.

[Simple-Shyam]

Please instrument this to run on CI. If we don't plan to maintain this, add it to https://github.com/eic/snippets instead.

Hi @veprbl, I will add these scripts to the snakefile; I am checking things and will modify the files accordingly so that it produce all these plots.

Hi Dmitry,

I checked and found that there is still an error caused by the momentum. The error is related to pi-/0.5/ and the directory structure. There is no directory named pi-/0.5, but there are directories named pi-/500MeV or pi-/1GeV/. We need to fix this string to ensure it matches the directory structure. This will allow the simulation performance plots to be generated correctly.

[veprbl]

The encoding for energy string is an issue, but not the major one. Trying to add plots to tracking_performance_at_momentum is not going to propagate plots to the result/ output. All these rules are designed around what Tracking_Performances.C wanted at the time. I would suggest adding a separate directory with a simpler rule set to just produce one file (or, better, steal an existing edm4eic output produced in tracking_performances_dis) and make plots for it.

[Simple-Shyam]

The encoding for energy string is an issue, but not the major one. Trying to add plots to tracking_performance_at_momentum is not going to propagate plots to the result/ output. All these rules are designed around what Tracking_Performances.C wanted at the time. I would suggest adding a separate directory with a simpler rule set to just produce one file (or, better, steal an existing edm4eic output produced in tracking_performances_dis) and make plots for it.

Thanks Dmitry, I will do it but after the meeting. At this time, I am implementing machine learning for D0 reconstruction. If it's ready early then I will fix it otherwise I will do it later after collaboration meeting.