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[PWGHF] store PID info in 3-prong candidate table and propagate it to analyses. #10984

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Merged
mfaggin merged 12 commits into from
May 2, 2025
Merged

[PWGHF] store PID info in 3-prong candidate table and propagate it to analyses. #10984

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f661a06
Fix after wrong rebase.
Apr 30, 2025
d6f1f4c
Address comments from Vit.
May 2, 2025
ec39188
Remove unneccessary call to tables.
May 2, 2025
c7579bf
Fix naming inconsistency in Lc ML code.
May 2, 2025
8bf6caf
Remove unneccessary pass-by-reference.
May 2, 2025
ae1470f
Please consider the following formatting changes
alibuild May 2, 2025
c414a0a
Merge pull request #44 from alibuild/alibot-cleanup-10984
mfaggin May 2, 2025
5c11c8d
Fix further naming inconsistencies in Xic and Lc ML code.
May 2, 2025
c392485
Fixes.
May 2, 2025
f231352
Small bug fix.
May 2, 2025
bf3cdd9
Name fix.
May 2, 2025
b18c29e
Get D* prongs only once.
May 2, 2025
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47 changes: 23 additions & 24 deletions PWGHF/Core/HfMlResponseDplusToPiKPi.h
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Original file line number Diff line number Diff line change
Expand Up @@ -25,9 +25,9 @@
// Fill the map of available input features
// the key is the feature's name (std::string)
// the value is the corresponding value in EnumInputFeatures
#define FILL_MAP_DPLUS(FEATURE) \
{ \
#FEATURE, static_cast < uint8_t>(InputFeaturesDplusToPiKPi::FEATURE) \
#define FILL_MAP_DPLUS(FEATURE) \
{ \
#FEATURE, static_cast<uint8_t>(InputFeaturesDplusToPiKPi::FEATURE) \
}

// Check if the index of mCachedIndices (index associated to a FEATURE)
Expand Down Expand Up @@ -104,9 +104,8 @@ class HfMlResponseDplusToPiKPi : public HfMlResponse<TypeOutputScore>
/// \param prong1 is the candidate's prong1
/// \param prong2 is the candidate's prong2
/// \return inputFeatures vector
template <typename T1, typename T2>
std::vector<float> getInputFeatures(T1 const& candidate,
T2 const& prong0, T2 const& prong1, T2 const& prong2)
template <typename T1>
std::vector<float> getInputFeatures(T1 const& candidate)
{
std::vector<float> inputFeatures;

Expand All @@ -130,26 +129,26 @@ class HfMlResponseDplusToPiKPi : public HfMlResponse<TypeOutputScore>
CHECK_AND_FILL_VEC_DPLUS(maxNormalisedDeltaIP);
CHECK_AND_FILL_VEC_DPLUS(chi2PCA);
// TPC PID variables
CHECK_AND_FILL_VEC_DPLUS_FULL(prong0, tpcNSigmaPi0, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong0, tpcNSigmaKa0, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong1, tpcNSigmaPi1, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong1, tpcNSigmaKa1, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong2, tpcNSigmaPi2, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong2, tpcNSigmaKa2, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcNSigmaPi0, nSigTpcPi0);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcNSigmaKa0, nSigTpcKa0);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcNSigmaPi1, nSigTpcPi1);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcNSigmaKa1, nSigTpcKa1);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcNSigmaPi2, nSigTpcPi2);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcNSigmaKa2, nSigTpcKa2);
// TOF PID variables
CHECK_AND_FILL_VEC_DPLUS_FULL(prong0, tofNSigmaPi0, tofNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong0, tofNSigmaKa0, tofNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong1, tofNSigmaPi1, tofNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong1, tofNSigmaKa1, tofNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong2, tofNSigmaPi2, tofNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong2, tofNSigmaKa2, tofNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tofNSigmaPi0, nSigTofPi0);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tofNSigmaKa0, nSigTofKa0);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tofNSigmaPi1, nSigTofPi1);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tofNSigmaKa1, nSigTofKa1);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tofNSigmaPi2, nSigTofPi2);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tofNSigmaKa2, nSigTofKa2);
// Combined PID variables
CHECK_AND_FILL_VEC_DPLUS_FULL(prong0, tpcTofNSigmaPi0, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong1, tpcTofNSigmaPi1, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong2, tpcTofNSigmaPi2, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong0, tpcTofNSigmaKa0, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong1, tpcTofNSigmaKa1, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(prong2, tpcTofNSigmaKa2, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcTofNSigmaPi0, tpcTofNSigmaPi0);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcTofNSigmaPi1, tpcTofNSigmaPi1);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcTofNSigmaPi2, tpcTofNSigmaPi2);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcTofNSigmaKa0, tpcTofNSigmaKa0);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcTofNSigmaKa1, tpcTofNSigmaKa1);
CHECK_AND_FILL_VEC_DPLUS_FULL(candidate, tpcTofNSigmaKa2, tpcTofNSigmaKa2);
}
}

Expand Down
67 changes: 39 additions & 28 deletions PWGHF/Core/HfMlResponseDsToKKPi.h
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Original file line number Diff line number Diff line change
Expand Up @@ -81,6 +81,18 @@
break; \
}

// Variation of CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(OBJECT, FEATURE, GETTER1, GETTER2)
// where GETTER1 and GETTER2 are methods of the OBJECT
#define CHECK_AND_FILL_VEC_DS_SIGNED(OBJECT, FEATURE, GETTER1, GETTER2) \
case static_cast<uint8_t>(InputFeaturesDsToKKPi::FEATURE): { \
if (caseDsToKKPi) { \
inputFeatures.emplace_back(OBJECT.GETTER1()); \
} else { \
inputFeatures.emplace_back(OBJECT.GETTER2()); \
} \
break; \
}

namespace o2::analysis
{
enum class InputFeaturesDsToKKPi : uint8_t {
Expand Down Expand Up @@ -148,9 +160,8 @@ class HfMlResponseDsToKKPi : public HfMlResponse<TypeOutputScore>
/// \param prong2 is the candidate's prong2
/// \param caseDsToKKPi used to divide the case DsToKKPi from DsToPiKK
/// \return inputFeatures vector
template <typename T1, typename T2>
std::vector<float> getInputFeatures(T1 const& candidate,
T2 const& prong0, T2 const& prong1, T2 const& prong2, bool const& caseDsToKKPi)
template <typename T1>
std::vector<float> getInputFeatures(T1 const& candidate, bool const caseDsToKKPi)
{
std::vector<float> inputFeatures;

Expand All @@ -174,33 +185,33 @@ class HfMlResponseDsToKKPi : public HfMlResponse<TypeOutputScore>
CHECK_AND_FILL_VEC_DS(impactParameterZ0);
CHECK_AND_FILL_VEC_DS(impactParameterZ1);
CHECK_AND_FILL_VEC_DS(impactParameterZ2);
// TPC PID variables
CHECK_AND_FILL_VEC_DS_FULL(prong0, nSigTpcPi0, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong1, nSigTpcPi1, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong2, nSigTpcPi2, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong0, nSigTpcKa0, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong1, nSigTpcKa1, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong2, nSigTpcKa2, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong0, nSigTofPi0, tofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong1, nSigTofPi1, tofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong2, nSigTofPi2, tofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong0, nSigTofKa0, tofNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong1, nSigTofKa1, tofNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong2, nSigTofKa2, tofNSigmaKa);
CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(prong0, prong2, nSigTpcKaExpKa0, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(prong2, prong0, nSigTpcPiExpPi2, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(prong0, prong2, nSigTofKaExpKa0, tofNSigmaKa);
CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(prong2, prong0, nSigTofPiExpPi2, tofNSigmaPi);
// TPC and TOF PID variables
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcPi0, nSigTpcPi0);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcPi1, nSigTpcPi1);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcPi2, nSigTpcPi2);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcKa0, nSigTpcKa0);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcKa1, nSigTpcKa1);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcKa2, nSigTpcKa2);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTofPi0, nSigTofPi0);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTofPi1, nSigTofPi1);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTofPi2, nSigTofPi2);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTofKa0, nSigTofKa0);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTofKa1, nSigTofKa1);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTofKa2, nSigTofKa2);
CHECK_AND_FILL_VEC_DS_SIGNED(candidate, nSigTpcKaExpKa0, nSigTpcKa0, nSigTpcKa2);
CHECK_AND_FILL_VEC_DS_SIGNED(candidate, nSigTpcPiExpPi2, nSigTpcPi2, nSigTpcPi0);
CHECK_AND_FILL_VEC_DS_SIGNED(candidate, nSigTofKaExpKa0, nSigTofKa0, nSigTofKa2);
CHECK_AND_FILL_VEC_DS_SIGNED(candidate, nSigTofPiExpPi2, nSigTofPi2, nSigTofPi0);

// Combined PID variables
CHECK_AND_FILL_VEC_DS_FULL(prong0, nSigTpcTofPi0, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong1, nSigTpcTofPi1, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong2, nSigTpcTofPi2, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(prong0, nSigTpcTofKa0, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong1, nSigTpcTofKa1, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DS_FULL(prong2, nSigTpcTofKa2, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(prong0, prong2, nSigTpcTofKaExpKa0, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DS_OBJECT_SIGNED(prong2, prong0, nSigTpcTofPiExpPi2, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcTofPi0, tpcTofNSigmaPi0);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcTofPi1, tpcTofNSigmaPi1);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcTofPi2, tpcTofNSigmaPi2);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcTofKa0, tpcTofNSigmaKa0);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcTofKa1, tpcTofNSigmaKa1);
CHECK_AND_FILL_VEC_DS_FULL(candidate, nSigTpcTofKa2, tpcTofNSigmaKa2);
CHECK_AND_FILL_VEC_DS_SIGNED(candidate, nSigTpcTofKaExpKa0, tpcTofNSigmaKa0, tpcTofNSigmaKa2);
CHECK_AND_FILL_VEC_DS_SIGNED(candidate, nSigTpcTofPiExpPi2, tpcTofNSigmaPi2, tpcTofNSigmaPi0);

// Ds specific variables
CHECK_AND_FILL_VEC_DS_HFHELPER_SIGNED(candidate, absCos3PiK, absCos3PiKDsToKKPi, absCos3PiKDsToPiKK);
Expand Down
50 changes: 29 additions & 21 deletions PWGHF/Core/HfMlResponseDstarToD0Pi.h
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Original file line number Diff line number Diff line change
Expand Up @@ -49,6 +49,14 @@
break; \
}

// Specific case of CHECK_AND_FILL_VEC_DSTAR_FULL(OBJECT, FEATURE, GETTER)
// where OBJECT is named candidate and FEATURE != GETTER
#define CHECK_AND_FILL_VEC_DSTAR_GETTER(FEATURE, GETTER) \
case static_cast<uint8_t>(InputFeaturesDstarToD0Pi::FEATURE): { \
inputFeatures.emplace_back(candidate.GETTER()); \
break; \
}

// Very specific case of CHECK_AND_FILL_VEC_DSTAR_FULL(OBJECT, FEATURE, GETTER)
// Use for push back different value for D*+ or D*- candidate
#define CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(POSGETTER, NEGGETTER, FEATURENAME) \
Expand Down Expand Up @@ -151,9 +159,8 @@ class HfMlResponseDstarToD0Pi : public HfMlResponse<TypeOutputScore>
/// \param prong1 is the candidate's prong1
/// \param prongSoftPi is the candidate's prongSoftPi
/// \return inputFeatures vector
template <typename T1, typename T2>
std::vector<float> getInputFeatures(T1 const& candidate,
T2 const& prong0, T2 const& prong1, T2 const& prongSoftPi)
template <typename T1>
std::vector<float> getInputFeatures(T1 const& candidate)
{
std::vector<float> inputFeatures;

Expand Down Expand Up @@ -186,24 +193,24 @@ class HfMlResponseDstarToD0Pi : public HfMlResponse<TypeOutputScore>
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(cosThetaStarD0, cosThetaStarD0Bar, cosThetaStarD0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(invMassD0, invMassD0Bar, massD0);
CHECK_AND_FILL_VEC_DSTAR_DELTA_MASS_D0(deltaMassD0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong0, prong1, nSigmaTPCPiPr0, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong0, prong1, nSigmaTPCKaPr0, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong0, prong1, nSigmaTOFPiPr0, tofNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong0, prong1, nSigmaTOFKaPr0, tofNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong0, prong1, nSigmaTPCTOFPiPr0, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong0, prong1, nSigmaTPCTOFKaPr0, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong1, prong0, nSigmaTPCPiPr1, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong1, prong0, nSigmaTPCKaPr1, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong1, prong0, nSigmaTOFPiPr1, tofNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong1, prong0, nSigmaTOFKaPr1, tofNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong1, prong0, nSigmaTPCTOFPiPr1, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE_FROMOBJECT(prong1, prong0, nSigmaTPCTOFKaPr1, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_FULL(prongSoftPi, nSigmaTPCPiPrSoftPi, tpcNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_FULL(prongSoftPi, nSigmaTPCKaPrSoftPi, tpcNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_FULL(prongSoftPi, nSigmaTOFPiPrSoftPi, tofNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_FULL(prongSoftPi, nSigmaTOFKaPrSoftPi, tofNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_FULL(prongSoftPi, nSigmaTPCTOFPiPrSoftPi, tpcTofNSigmaPi);
CHECK_AND_FILL_VEC_DSTAR_FULL(prongSoftPi, nSigmaTPCTOFKaPrSoftPi, tpcTofNSigmaKa);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTpcPi0, nSigTpcPi1, nSigmaTPCPiPr0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTpcKa0, nSigTpcKa1, nSigmaTPCKaPr0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTofPi0, nSigTofPi1, nSigmaTOFPiPr0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTofKa0, nSigTofKa1, nSigmaTOFKaPr0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(tpcTofNSigmaPi0, tpcTofNSigmaPi1, nSigmaTPCTOFPiPr0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(tpcTofNSigmaKa0, tpcTofNSigmaKa1, nSigmaTPCTOFKaPr0);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTpcPi1, nSigTpcPi0, nSigmaTPCPiPr1);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTpcKa1, nSigTpcKa0, nSigmaTPCKaPr1);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTofPi1, nSigTofPi0, nSigmaTOFPiPr1);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(nSigTofKa1, nSigTofKa0, nSigmaTOFKaPr1);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(tpcTofNSigmaPi1, tpcTofNSigmaPi0, nSigmaTPCTOFPiPr1);
CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE(tpcTofNSigmaKa1, tpcTofNSigmaKa0, nSigmaTPCTOFKaPr1);
CHECK_AND_FILL_VEC_DSTAR_GETTER(nSigmaTPCPiPrSoftPi, nSigTpcPi2);
CHECK_AND_FILL_VEC_DSTAR_GETTER(nSigmaTPCKaPrSoftPi, nSigTpcKa2);
CHECK_AND_FILL_VEC_DSTAR_GETTER(nSigmaTOFPiPrSoftPi, nSigTofPi2);
CHECK_AND_FILL_VEC_DSTAR_GETTER(nSigmaTOFKaPrSoftPi, nSigTofKa2);
CHECK_AND_FILL_VEC_DSTAR_GETTER(nSigmaTPCTOFPiPrSoftPi, tpcTofNSigmaPi2);
CHECK_AND_FILL_VEC_DSTAR_GETTER(nSigmaTPCTOFKaPrSoftPi, tpcTofNSigmaKa2);
}
}

Expand Down Expand Up @@ -270,5 +277,6 @@ class HfMlResponseDstarToD0Pi : public HfMlResponse<TypeOutputScore>
#undef CHECK_AND_FILL_VEC_DSTAR
#undef CHECK_AND_FILL_VEC_DSTAR_CHARGEBASE
#undef CHECK_AND_FILL_VEC_DSTAR_DELTA_MASS_D0
#undef CHECK_AND_FILL_VEC_DSTAR_GETTER

#endif // PWGHF_CORE_HFMLRESPONSEDSTARTOD0PI_H_
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