[PWGJE] - updating stat prompt photon #9999

smaff92 · 2025-02-17T06:04:54Z

Update of stat prompt photon code to incorporate raw data-level analysis

… incorporate data analysis

[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

alibuild · 2025-02-17T07:10:53Z

Error while checking build/O2Physics/o2 for 27cc197 at 2025-02-17 08:10:

## sw/BUILD/O2Physics-latest/log
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:702:14: error: unused variable 'nodoublecount' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:703:16: error: unused variable 'etaT' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:704:16: error: unused variable 'etaC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:705:16: error: unused variable 'phiT' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:706:16: error: unused variable 'phiC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:778:14: error: variable 'phitrigger' set but not used [-Werror=unused-but-set-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:779:16: error: unused variable 'ptT' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:817:41: error: 'const struct o2::soa::Table<o2::aod::Hash<519320931>, o2::aod::Hash<1837103245>, o2::aod::Hash<519320931>, o2::soa::Table<o2::aod::Hash<4272352899>, o2::aod::Hash<2347553950>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<3714612535>, o2::aod::Hash<845977645>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<563166164>, o2::aod::Hash<609318300>, o2::aod::Hash<2286545062> > >::TableIteratorBase<o2::soa::FilteredIndexPolicy, o2::soa::Filtered<o2::soa::JoinFull<o2::aod::Hash<1837103245>, o2::soa::Table<o2::aod::Hash<4272352899>, o2::aod::Hash<2347553950>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<3714612535>, o2::aod::Hash<845977645>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<563166164>, o2::aod::Hash<609318300>, o2::aod::Hash<2286545062> > > >, o2::soa::Table<o2::aod::Hash<4272352899>, o2::aod::Hash<2347553950>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<3714612535>, o2::aod::Hash<845977645>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<563166164>, o2::aod::Hash<609318300>, o2::aod::Hash<2286545062> > >' has no member named 'mcParticle_as'; did you mean 'mcParticles_as'?
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:817:72: error: expected primary-expression before '>' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:817:74: error: expected primary-expression before ')' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:924:79: error: expected primary-expression before '>' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:924:81: error: expected primary-expression before ')' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:823:16: error: unused variable 'etaP' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:824:16: error: unused variable 'etaC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:825:16: error: unused variable 'phiP' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:826:16: error: unused variable 'phiC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:827:16: error: unused variable 'ptP' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:660:14: error: unused variable 'photonPt' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:1033:14: error: unused variable 'pt' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:597:209: error: unused parameter 'caltracks' [-Werror=unused-parameter]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:1178:14: error: unused variable 'nodoublecount' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:1073:205: error: unused parameter 'caltracks' [-Werror=unused-parameter]
ninja: build stopped: subcommand failed.

Full log here.

alibuild · 2025-02-17T07:17:34Z

Error while checking build/O2Physics/o2 for 80805f0 at 2025-02-17 08:17:

## sw/BUILD/O2Physics-latest/log
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:702:14: error: unused variable 'nodoublecount' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:703:16: error: unused variable 'etaT' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:704:16: error: unused variable 'etaC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:705:16: error: unused variable 'phiT' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:706:16: error: unused variable 'phiC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:778:14: error: variable 'phitrigger' set but not used [-Werror=unused-but-set-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:779:16: error: unused variable 'ptT' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:817:41: error: 'const struct o2::soa::Table<o2::aod::Hash<519320931>, o2::aod::Hash<1837103245>, o2::aod::Hash<519320931>, o2::soa::Table<o2::aod::Hash<4272352899>, o2::aod::Hash<2347553950>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<3714612535>, o2::aod::Hash<845977645>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<563166164>, o2::aod::Hash<609318300>, o2::aod::Hash<2286545062> > >::TableIteratorBase<o2::soa::FilteredIndexPolicy, o2::soa::Filtered<o2::soa::JoinFull<o2::aod::Hash<1837103245>, o2::soa::Table<o2::aod::Hash<4272352899>, o2::aod::Hash<2347553950>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<3714612535>, o2::aod::Hash<845977645>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<563166164>, o2::aod::Hash<609318300>, o2::aod::Hash<2286545062> > > >, o2::soa::Table<o2::aod::Hash<4272352899>, o2::aod::Hash<2347553950>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<3714612535>, o2::aod::Hash<845977645>, o2::aod::Hash<2286545062> >, o2::soa::Table<o2::aod::Hash<563166164>, o2::aod::Hash<609318300>, o2::aod::Hash<2286545062> > >' has no member named 'mcParticle_as'; did you mean 'mcParticles_as'?
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:817:72: error: expected primary-expression before '>' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:817:74: error: expected primary-expression before ')' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:924:79: error: expected primary-expression before '>' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:924:81: error: expected primary-expression before ')' token
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:823:16: error: unused variable 'etaP' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:824:16: error: unused variable 'etaC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:825:16: error: unused variable 'phiP' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:826:16: error: unused variable 'phiC' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:827:16: error: unused variable 'ptP' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:660:14: error: unused variable 'photonPt' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:1033:14: error: unused variable 'pt' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:597:209: error: unused parameter 'caltracks' [-Werror=unused-parameter]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:1178:14: error: unused variable 'nodoublecount' [-Werror=unused-variable]
/sw/SOURCES/O2Physics/9999-slc9_x86-64/0/PWGJE/Tasks/statPromptPhoton.cxx:1073:205: error: unused parameter 'caltracks' [-Werror=unused-parameter]
ninja: build stopped: subcommand failed.

Full log here.

fjonasALICE

Hi,
I left some comments for your consideration. After they are implemented it should be okay for a first approval @nzardosh should check as well.
Best,
Florian

fjonasALICE · 2025-02-17T08:14:16Z

PWGJE/Tasks/statPromptPhoton.cxx

  using MCClusters = o2::soa::Join<o2::aod::EMCALMCClusters, o2::aod::EMCALClusters>;
-  using selectedCollisions = soa::Join<aod::Collisions, aod::EvSels>;
-  using selectedMCCollisions = aod::McCollisions;
+  using Clusters = o2::aod::EMCALMCClusters;


@nzardosh is this one the correct one to use for derived JE data? Not sure but we so far anyways do not have derived data for MC? so should be fine?

I am currently anyway not utilizing these non-JE derived classes, so it should be fine if I also remove it.

For this we have a JE derived mode which is here:
https://github.com/AliceO2Group/O2Physics/blob/af190f20700d5e6323309f08789c99f4bd4c404b/PWGJE/DataModel/Jet.h#L208C1-L208C6
so this should be used

These non-JE cluster classes are now removed

fjonasALICE · 2025-02-17T08:17:05Z

PWGJE/Tasks/statPromptPhoton.cxx

+            } // 3rd photon loop
+          } // 2nd photon check
+
+          std::cout << "We have a GEN prompt photon" << std::endl;


you probably do not want to havethese debug messages for every photon when running on hyperloop

fjonasALICE · 2025-02-17T08:17:30Z

PWGJE/Tasks/statPromptPhoton.cxx

+          }
+        } // first photon loop
+
+        if (std::fabs(mompdg1) < 40 && std::fabs(mompdg1) > 0) {


can you explain the loop logic? it is not fully clear to me

This is to check where the photon originates from, whether it is a "direct" prompt photon, originating from the hardest process, or is produced is subsequent showers. The statement simply ensures that the photon originates from something on the lower section of PDG codes (i.e., not form hadrons)

fjonasALICE · 2025-02-17T08:18:47Z

PWGJE/Tasks/statPromptPhoton.cxx

+      if (!trackSelection(ogtrack)) {
+        continue;
+      }
+      if (!ogtrack.isGlobalTrack()) {


since you are in any case using derived data, I suggest to use the track selection from the jeutilities and make the type of track you want to filter on a configurable

I would prefer not to do this. I prefer the flexibility to also be able to run over non-derived data.
Furthermore, I find this solution better when later on doing systematics on track quality, instead of using a magnitude of several restricted filters

For this i would agree with Florian. If the only reason you need the original track table is track selection then you should instead use the je utilities and remove the subscription to the original tracks. Unless there is a type of track selection you need which we dont have (we can also add that to the JE framework). Using the JE utilities doesnt mean you are limited to the derived data, as you can still run over the original aod but it means you have the possibility of running over the derived too. If you keep the original tracks table you cant run over derived data

For now, I have to insist on using the original track table.

I've already found that this analysis is extremely sensitive to the track selection used, (geometrical TPC cut is required, and the sensitivity of this cut is correlated to TPC crossed-rows etc) and I need more statistics to do proper QA in order to investigate which configuration of cuts work best.

It would at this point be inefficient use of my time to transfer to the je utilities, as I at this point don't know what kind of selection I would like to have, which would mean that I have to add 20-30 track selections to the je utilities that might be redundant in a couple of weeks.

Once the "golden cuts" + suitable systematic variations are found for the analysis, I will migrate to the je utilities and add any required track selection to the JE framework (as well as adding a flag for a built-in geometric TPC cut)

If we can set a time, lets say a month where you can find the correct tracking cuts and then move to je utilities i think that is fine. But it would be quite important to do so as soon as possible, particularly before any analysis level long trains

Yep, one month would be more than enough, I would essentially need like 10-20 or so subwagons running over the small apass7 dataset + small Jet-Jet anchored MC to estimate this. So one month would be fine for me.

fjonasALICE · 2025-02-17T08:19:39Z

PWGJE/Tasks/statPromptPhoton.cxx

+          histos.fill(HIST("REC_Track_v_Cluster_Phi_Eta_C"), phidiff, etadiff);
+        } else {
+          if (etatrigger && chargetrigger) {
+            std::cout << "????????????????????" << std::endl;


remove cout

fjonasALICE · 2025-02-17T08:21:00Z

PWGJE/Tasks/statPromptPhoton.cxx

      if (!trackSelection(ogtrack)) {
        continue;
      }
+      if (!ogtrack.isGlobalTrack()) {


see previous comment about track selection

fjonasALICE · 2025-02-17T08:21:37Z

PWGJE/Tasks/statPromptPhoton.cxx

+  {
+
+    nEventsData++;
+    if ((nEventsData + 1) % 10000 == 0) {


remove debug output, not needed when on hyperloop

fjonasALICE · 2025-02-17T08:22:12Z

PWGJE/Tasks/statPromptPhoton.cxx

+      if (!trackSelection(ogtrack)) {
+        continue;
+      }
+      if (!ogtrack.isGlobalTrack()) {


see previous comment about track selection

fjonasALICE · 2025-02-17T08:23:11Z

PWGJE/Tasks/statPromptPhoton.cxx

+        double phidiff = TVector2::Phi_mpi_pi(cluster.phi() - ogtrack.phi());
+        double etadiff = cluster.eta() - ogtrack.eta();
+
+        if (fabs(etaT - etaC) < (0.010 + pow(ptT + 4.07, -2.5))) {


suggestion: make configurable

fjonasALICE · 2025-02-17T08:23:51Z

PWGJE/Tasks/statPromptPhoton.cxx

+        if (fabs(TVector2::Phi_mpi_pi(phiT - phiC)) < (0.015 + pow(ptT + 3.65, -2.0))) {
+          phitrigger = true;
+        }
+


E/p veto for track matching missing?

No, E/p veto for track matching is later down the code (1213-1223)

[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

nzardosh · 2025-02-18T08:09:24Z

Florian let me know when you are happy with the PR

fjonasALICE · 2025-02-18T08:46:35Z

@nzardosh happy with the changes, you can approve!

Dismissing since changes were adhered to

Co-authored-by: ALICE Action Bot <alibuild@cern.ch>

[PWGJE] - Wipe of remote branch + updating stat prompt photon code to…

bbcc15e

… incorporate data analysis

smaff92 requested review from alibuild, fjonasALICE, maoyx, mfasDa, mhemmer-cern and nzardosh as code owners February 17, 2025 06:04

github-actions bot added the pwgje label Feb 17, 2025

Please consider the following formatting changes

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[PWGJE] Please consider the following formatting changes to #9999 smaff92/O2Physics#33

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Merge pull request #33 from alibuild/alibot-cleanup-9999

eb5646c

[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

Merge pull request #33 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Please consider the following formatting changes

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[PWGJE] Please consider the following formatting changes to #9999 smaff92/O2Physics#34

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Merge pull request #34 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Merge pull request #34 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Merge pull request #34 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Merge pull request #34 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Merge pull request #34 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Please consider the following formatting changes

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[PWGJE] Please consider the following formatting changes to #9999 smaff92/O2Physics#35

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Merge pull request #35 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

Merge pull request #35 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

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Please consider the following formatting changes

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[PWGJE] Please consider the following formatting changes to #9999 smaff92/O2Physics#36

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Merge pull request #36 from alibuild/alibot-cleanup-9999

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[PWGJE] Please consider the following formatting changes to AliceO2Group#9999

nzardosh changed the title ~~[PWGJE] - Wipe of remote branch + updating stat prompt photon~~ [PWGJE] - updating stat prompt photon Feb 18, 2025

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[PWGJE] - updating stat prompt photon (AliceO2Group#9999)

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Co-authored-by: ALICE Action Bot <alibuild@cern.ch>

[PWGJE] - updating stat prompt photon #9999

[PWGJE] - updating stat prompt photon #9999

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