-
Notifications
You must be signed in to change notification settings - Fork 525
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Updating B+ selector task to be similar to B+ reduced selector task
- Loading branch information
Showing
16 changed files
with
455 additions
and
149 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,196 @@ | ||
| // Copyright 2019-2020 CERN and copyright holders of ALICE O2. | ||
| // See https://alice-o2.web.cern.ch/copyright for details of the copyright holders. | ||
| // All rights not expressly granted are reserved. | ||
| // | ||
| // This software is distributed under the terms of the GNU General Public | ||
| // License v3 (GPL Version 3), copied verbatim in the file "COPYING". | ||
| // | ||
| // In applying this license CERN does not waive the privileges and immunities | ||
| // granted to it by virtue of its status as an Intergovernmental Organization | ||
| // or submit itself to any jurisdiction. | ||
|
|
||
| /// \file HfMlResponseBplusToD0PiReduced.h | ||
| /// \brief Class to compute the ML response for B± → D0(bar) π± analysis selections in the reduced format | ||
| /// \author Antonio Palasciano <[email protected]>, INFN Bari | ||
|
|
||
| #ifndef PWGHF_CORE_HFMLRESPONSEBPLUSTOD0PIREDUCED_H_ | ||
| #define PWGHF_CORE_HFMLRESPONSEBPLUSTOD0PIREDUCED_H_ | ||
|
|
||
| #include <map> | ||
| #include <string> | ||
| #include <vector> | ||
|
|
||
| #include "PWGHF/Core/HfMlResponse.h" | ||
| #include "PWGHF/D2H/Utils/utilsRedDataFormat.h" | ||
|
|
||
| // 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_BPLUS(FEATURE) \ | ||
| { \ | ||
| #FEATURE, static_cast<uint8_t>(InputFeaturesBplusToD0PiReduced::FEATURE)} | ||
|
|
||
| // Check if the index of mCachedIndices (index associated to a FEATURE) | ||
| // matches the entry in EnumInputFeatures associated to this FEATURE | ||
| // if so, the inputFeatures vector is filled with the FEATURE's value | ||
| // by calling the corresponding GETTER from OBJECT | ||
| #define CHECK_AND_FILL_VEC_BPLUS_FULL(OBJECT, FEATURE, GETTER) \ | ||
| case static_cast<uint8_t>(InputFeaturesBplusToD0PiReduced::FEATURE): { \ | ||
| inputFeatures.emplace_back(OBJECT.GETTER()); \ | ||
| break; \ | ||
| } | ||
|
|
||
| // Check if the index of mCachedIndices (index associated to a FEATURE) | ||
| // matches the entry in EnumInputFeatures associated to this FEATURE | ||
| // if so, the inputFeatures vector is filled with the FEATURE's value | ||
| // by calling the GETTER function taking OBJECT in argument | ||
| #define CHECK_AND_FILL_VEC_BPLUS_FUNC(OBJECT, FEATURE, GETTER) \ | ||
| case static_cast<uint8_t>(InputFeaturesBplusToD0PiReduced::FEATURE): { \ | ||
| inputFeatures.emplace_back(GETTER(OBJECT)); \ | ||
| break; \ | ||
| } | ||
|
|
||
| // Specific case of CHECK_AND_FILL_VEC_BPLUS_FULL(OBJECT, FEATURE, GETTER) | ||
| // where OBJECT is named candidate and FEATURE = GETTER | ||
| #define CHECK_AND_FILL_VEC_BPLUS(GETTER) \ | ||
| case static_cast<uint8_t>(InputFeaturesBplusToD0PiReduced::GETTER): { \ | ||
| inputFeatures.emplace_back(candidate.GETTER()); \ | ||
| break; \ | ||
| } | ||
|
|
||
| namespace o2::analysis | ||
| { | ||
|
|
||
| enum class InputFeaturesBplusToD0PiReduced : uint8_t { | ||
| ptProng0 = 0, | ||
| ptProng1, | ||
| impactParameter0, | ||
| impactParameter1, | ||
| impactParameterProduct, | ||
| chi2PCA, | ||
| decayLength, | ||
| decayLengthXY, | ||
| decayLengthNormalised, | ||
| decayLengthXYNormalised, | ||
| cpa, | ||
| cpaXY, | ||
| maxNormalisedDeltaIP, | ||
| prong0MlScoreBkg, | ||
| prong0MlScorePrompt, | ||
| prong0MlScoreNonprompt, | ||
| tpcNSigmaPi1, | ||
| tofNSigmaPi1, | ||
| tpcTofNSigmaPi1 | ||
| }; | ||
|
|
||
| template <typename TypeOutputScore = float> | ||
| class HfMlResponseBplusToD0PiReduced : public HfMlResponse<TypeOutputScore> | ||
| { | ||
| public: | ||
| /// Default constructor | ||
| HfMlResponseBplusToD0PiReduced() = default; | ||
| /// Default destructor | ||
| virtual ~HfMlResponseBplusToD0PiReduced() = default; | ||
|
|
||
| /// Method to get the input features vector needed for ML inference | ||
| /// \param candidate is the B+ candidate | ||
| /// \param prong1 is the candidate's prong1 | ||
| /// \return inputFeatures vector | ||
| template <bool withDmesMl, typename T1, typename T2> | ||
| std::vector<float> getInputFeatures(T1 const& candidate, | ||
| T2 const& prong1) | ||
| { | ||
| std::vector<float> inputFeatures; | ||
|
|
||
| for (const auto& idx : MlResponse<TypeOutputScore>::mCachedIndices) { | ||
| if constexpr (withDmesMl) { | ||
| switch (idx) { | ||
| CHECK_AND_FILL_VEC_BPLUS(ptProng0); | ||
| CHECK_AND_FILL_VEC_BPLUS(ptProng1); | ||
| CHECK_AND_FILL_VEC_BPLUS(impactParameter0); | ||
| CHECK_AND_FILL_VEC_BPLUS(impactParameter1); | ||
| CHECK_AND_FILL_VEC_BPLUS(impactParameterProduct); | ||
| CHECK_AND_FILL_VEC_BPLUS(chi2PCA); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLength); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLengthXY); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLengthNormalised); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLengthXYNormalised); | ||
| CHECK_AND_FILL_VEC_BPLUS(cpa); | ||
| CHECK_AND_FILL_VEC_BPLUS(cpaXY); | ||
| CHECK_AND_FILL_VEC_BPLUS(maxNormalisedDeltaIP); | ||
| CHECK_AND_FILL_VEC_BPLUS(prong0MlScoreBkg); | ||
| CHECK_AND_FILL_VEC_BPLUS(prong0MlScorePrompt); | ||
| CHECK_AND_FILL_VEC_BPLUS(prong0MlScoreNonprompt); | ||
| // TPC PID variable | ||
| CHECK_AND_FILL_VEC_BPLUS_FULL(prong1, tpcNSigmaPi1, tpcNSigmaPi); | ||
| // TOF PID variable | ||
| CHECK_AND_FILL_VEC_BPLUS_FULL(prong1, tofNSigmaPi1, tofNSigmaPi); | ||
| // Combined PID variables | ||
| CHECK_AND_FILL_VEC_BPLUS_FUNC(prong1, tpcTofNSigmaPi1, o2::pid_tpc_tof_utils::getTpcTofNSigmaPi1); | ||
| } | ||
| } else { | ||
| switch (idx) { | ||
| CHECK_AND_FILL_VEC_BPLUS(ptProng0); | ||
| CHECK_AND_FILL_VEC_BPLUS(ptProng1); | ||
| CHECK_AND_FILL_VEC_BPLUS(impactParameter0); | ||
| CHECK_AND_FILL_VEC_BPLUS(impactParameter1); | ||
| CHECK_AND_FILL_VEC_BPLUS(impactParameterProduct); | ||
| CHECK_AND_FILL_VEC_BPLUS(chi2PCA); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLength); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLengthXY); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLengthNormalised); | ||
| CHECK_AND_FILL_VEC_BPLUS(decayLengthXYNormalised); | ||
| CHECK_AND_FILL_VEC_BPLUS(cpa); | ||
| CHECK_AND_FILL_VEC_BPLUS(cpaXY); | ||
| CHECK_AND_FILL_VEC_BPLUS(maxNormalisedDeltaIP); | ||
| // TPC PID variable | ||
| CHECK_AND_FILL_VEC_BPLUS_FULL(prong1, tpcNSigmaPi1, tpcNSigmaPi); | ||
| // TOF PID variable | ||
| CHECK_AND_FILL_VEC_BPLUS_FULL(prong1, tofNSigmaPi1, tofNSigmaPi); | ||
| // Combined PID variables | ||
| CHECK_AND_FILL_VEC_BPLUS_FUNC(prong1, tpcTofNSigmaPi1, o2::pid_tpc_tof_utils::getTpcTofNSigmaPi1); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| return inputFeatures; | ||
| } | ||
|
|
||
| protected: | ||
| /// Method to fill the map of available input features | ||
| void setAvailableInputFeatures() | ||
| { | ||
| MlResponse<TypeOutputScore>::mAvailableInputFeatures = { | ||
| FILL_MAP_BPLUS(ptProng0), | ||
| FILL_MAP_BPLUS(ptProng1), | ||
| FILL_MAP_BPLUS(impactParameter0), | ||
| FILL_MAP_BPLUS(impactParameter1), | ||
| FILL_MAP_BPLUS(impactParameterProduct), | ||
| FILL_MAP_BPLUS(chi2PCA), | ||
| FILL_MAP_BPLUS(decayLength), | ||
| FILL_MAP_BPLUS(decayLengthXY), | ||
| FILL_MAP_BPLUS(decayLengthNormalised), | ||
| FILL_MAP_BPLUS(decayLengthXYNormalised), | ||
| FILL_MAP_BPLUS(cpa), | ||
| FILL_MAP_BPLUS(cpaXY), | ||
| FILL_MAP_BPLUS(maxNormalisedDeltaIP), | ||
| FILL_MAP_BPLUS(prong0MlScoreBkg), | ||
| FILL_MAP_BPLUS(prong0MlScorePrompt), | ||
| FILL_MAP_BPLUS(prong0MlScoreNonprompt), | ||
| // TPC PID variable | ||
| FILL_MAP_BPLUS(tpcNSigmaPi1), | ||
| // TOF PID variable | ||
| FILL_MAP_BPLUS(tofNSigmaPi1), | ||
| // Combined PID variable | ||
| FILL_MAP_BPLUS(tpcTofNSigmaPi1)}; | ||
| } | ||
| }; | ||
|
|
||
| } // namespace o2::analysis | ||
|
|
||
| #undef FILL_MAP_BPLUS | ||
| #undef CHECK_AND_FILL_VEC_BPLUS_FULL | ||
| #undef CHECK_AND_FILL_VEC_BPLUS_FUNC | ||
| #undef CHECK_AND_FILL_VEC_BPLUS | ||
|
|
||
| #endif // PWGHF_CORE_HFMLRESPONSEBPLUSTOD0PIREDUCED_H_ |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Oops, something went wrong.