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diff --git a/include/HEJ/PhaseSpacePoint.hh b/include/HEJ/PhaseSpacePoint.hh
index 58ee23c..183e5d5 100644
--- a/include/HEJ/PhaseSpacePoint.hh
+++ b/include/HEJ/PhaseSpacePoint.hh
@@ -1,200 +1,202 @@
/** \file
* \brief Contains the PhaseSpacePoint Class
*
* \authors The HEJ collaboration (see AUTHORS for details)
* \date 2019-2020
* \copyright GPLv2 or later
*/
#pragma once
#include <array>
#include <cstddef>
#include <unordered_map>
#include <vector>
#include "fastjet/PseudoJet.hh"
#include "HEJ/Config.hh"
#include "HEJ/Event.hh"
#include "HEJ/Particle.hh"
#include "HEJ/StatusCode.hh"
namespace HEJ {
struct RNG;
//! Generated point in resummation phase space
class PhaseSpacePoint{
public:
//! No default PhaseSpacePoint Constructor
PhaseSpacePoint() = delete;
//! PhaseSpacePoint Constructor
/**
* @param ev Clustered Jet Event
* @param conf Configuration parameters
* @param ran Random number generator
*/
PhaseSpacePoint(
Event const & ev,
PhaseSpacePointConfig conf,
RNG & ran
);
//! Get phase space point weight
double weight() const{
return weight_;
}
//! Access incoming particles
std::array<Particle, 2> const & incoming() const{
return incoming_;
}
//! Access outgoing particles
std::vector<Particle> const & outgoing() const{
return outgoing_;
}
//! Particle decays
/**
* The key in the returned map corresponds to the index in the
* vector returned by outgoing()
*/
std::unordered_map<std::size_t, std::vector<Particle>> const & decays()
const{
return decays_;
}
//! Status code of generation
StatusCode status() const{
return status_;
}
static constexpr int NG_MAX = 1000; //!< maximum number of extra gluons
private:
friend Event::EventData to_EventData(PhaseSpacePoint psp);
//! /internal returns the clustered jets sorted in rapidity
std::vector<fastjet::PseudoJet> cluster_jets(
std::vector<fastjet::PseudoJet> const & partons
) const;
bool pass_resummation_cuts(
std::vector<fastjet::PseudoJet> const & jets
) const;
bool pass_extremal_cuts(
fastjet::PseudoJet const & ext_parton,
fastjet::PseudoJet const & jet
) const;
- int sample_ng(std::vector<fastjet::PseudoJet> const & Born_jets, RNG & ran);
+ double estimate_emission_rapidity_range(Event const & event) const;
+ double estimate_ng_mean(Event const & event) const;
+ int sample_ng(Event const & event, RNG & ran);
int sample_ng_jets(
int ng, std::vector<fastjet::PseudoJet> const & Born_jets, RNG & ran
);
double probability_in_jet(
std::vector<fastjet::PseudoJet> const & Born_jets
) const;
std::vector<fastjet::PseudoJet> gen_non_jet(
int ng_non_jet, double ptmin, double ptmax, RNG & ran
);
void rescale_qqx_rapidities(
std::vector<fastjet::PseudoJet> & out_partons,
std::vector<fastjet::PseudoJet> const & jets,
double ymin1, double ymax2,
int qqxbackjet
);
void rescale_rapidities(
std::vector<fastjet::PseudoJet> & partons,
double ymin, double ymax
);
std::vector<fastjet::PseudoJet> reshuffle(
std::vector<fastjet::PseudoJet> const & Born_jets,
fastjet::PseudoJet const & q
);
/** \interal final jet test
* - number of jets must match Born kinematics
* - no partons designated as nonjet may end up inside jets
* - all other outgoing partons *must* end up inside jets
* - the extremal (in rapidity) partons must be inside the extremal jets
* - rapidities must be the same (by construction)
*/
bool jets_ok(
std::vector<fastjet::PseudoJet> const & Born_jets,
std::vector<fastjet::PseudoJet> const & partons
) const;
void reconstruct_incoming(std::array<Particle, 2> const & Born_incoming);
/** \interal Distribute gluon in jet
* @param jets jets to distribute gluon in
* @param ng_jets number of gluons
* @param qqxbackjet position of first (backwards) qqx jet
*
* relies on JetSplitter
*/
std::vector<fastjet::PseudoJet> split(
std::vector<fastjet::PseudoJet> const & jets,
int ng_jets, std::size_t qqxbackjet, RNG & ran
);
std::vector<int> distribute_jet_partons(
int ng_jets, std::vector<fastjet::PseudoJet> const & jets, RNG & ran
);
std::vector<fastjet::PseudoJet> split(
std::vector<fastjet::PseudoJet> const & jets,
std::vector<int> const & np_in_jet,
std::size_t qqxbackjet,
RNG & ran
);
bool split_preserved_jets(
std::vector<fastjet::PseudoJet> const & jets,
std::vector<fastjet::PseudoJet> const & jet_partons
) const;
template<class Particle>
Particle const & most_backward_FKL(
std::vector<Particle> const & partons
) const;
template<class Particle>
Particle const & most_forward_FKL(
std::vector<Particle> const & partons
) const;
template<class Particle>
Particle & most_backward_FKL(std::vector<Particle> & partons) const;
template<class Particle>
Particle & most_forward_FKL(std::vector<Particle> & partons) const;
bool extremal_ok(
std::vector<fastjet::PseudoJet> const & partons
) const;
/** \internal
* Assigns PDG IDs to outgoing partons, i.e. labels them as quarks
*
* \note This function assumes outgoing_ to be pure partonic when called,
* i.e. A/W/Z/h bosons should _not be set_ at this stage
*/
void label_quarks(Event const & event);
/** \internal
* This function will label the qqx pair in a qqx event back to their
* original types from the input event.
*/
void label_qqx(Event const & event);
void copy_AWZH_boson_from(Event const & event);
bool momentum_conserved() const;
bool contains_idx(
fastjet::PseudoJet const & jet, fastjet::PseudoJet const & parton
) const;
bool unob_, unof_, qqxb_, qqxf_, qqxmid_;
double weight_;
PhaseSpacePointConfig param_;
std::array<Particle, 2> incoming_;
std::vector<Particle> outgoing_;
//! \internal Particle decays in the format {outgoing index, decay products}
std::unordered_map<std::size_t, std::vector<Particle>> decays_;
StatusCode status_;
};
//! Extract Event::EventData from PhaseSpacePoint
Event::EventData to_EventData(PhaseSpacePoint psp);
} // namespace HEJ
diff --git a/src/PhaseSpacePoint.cc b/src/PhaseSpacePoint.cc
index 68930d3..57ddcaf 100644
--- a/src/PhaseSpacePoint.cc
+++ b/src/PhaseSpacePoint.cc
@@ -1,862 +1,873 @@
/**
* \authors The HEJ collaboration (see AUTHORS for details)
* \date 2019-2020
* \copyright GPLv2 or later
*/
#include "HEJ/PhaseSpacePoint.hh"
#include <algorithm>
#include <cassert>
#include <cmath>
#include <cstdlib>
#include <functional>
#include <iterator>
#include <limits>
#include <numeric>
#include <random>
#include <tuple>
#include <utility>
#include "fastjet/ClusterSequence.hh"
#include "fastjet/JetDefinition.hh"
#include "HEJ/Constants.hh"
#include "HEJ/Event.hh"
#include "HEJ/JetSplitter.hh"
#include "HEJ/PDG_codes.hh"
#include "HEJ/RNG.hh"
#include "HEJ/event_types.hh"
#include "HEJ/kinematics.hh"
#include "HEJ/resummation_jet.hh"
#include "HEJ/utility.hh"
namespace HEJ {
namespace {
constexpr int MAX_JET_USER_IDX = PhaseSpacePoint::NG_MAX;
bool is_nonjet_parton(fastjet::PseudoJet const & parton){
assert(parton.user_index() != -1);
return parton.user_index() > MAX_JET_USER_IDX;
}
bool is_jet_parton(fastjet::PseudoJet const & parton){
assert(parton.user_index() != -1);
return parton.user_index() <= MAX_JET_USER_IDX;
}
namespace user_idx {
//! user indices for partons with extremal rapidity
enum ID: int {
qqxmid1 = -9,
qqxmid2 = -8,
qqxb = -7,
qqxf = -6,
unob = -5,
unof = -4,
backward_fkl = -3,
forward_fkl = -2,
};
} // namespace user_idx
using UID = user_idx::ID;
- double estimate_ng_mean(std::vector<fastjet::PseudoJet> const & Born_jets){
- const double delta_y =
- Born_jets.back().rapidity() - Born_jets.front().rapidity();
- assert(delta_y > 0);
- // Formula derived from fit in arXiv:1805.04446 (see Fig. 2)
- return 0.975052*delta_y;
- }
-
-
double phase_space_normalisation(
int num_Born_jets, int num_out_partons
){
return std::pow(16.*std::pow(M_PI,3), num_Born_jets - num_out_partons);
}
} // namespace
Event::EventData to_EventData(PhaseSpacePoint psp){
Event::EventData result;
result.incoming = std::move(psp).incoming_; // NOLINT(bugprone-use-after-move)
result.outgoing = std::move(psp).outgoing_; // NOLINT(bugprone-use-after-move)
// technically Event::EventData doesn't have to be sorted,
// but PhaseSpacePoint should be anyway
assert(
std::is_sorted(
begin(result.outgoing), end(result.outgoing),
rapidity_less{}
)
);
assert(result.outgoing.size() >= 2);
static_assert(
std::numeric_limits<double>::has_quiet_NaN,
"no quiet NaN for double"
);
constexpr double nan = std::numeric_limits<double>::quiet_NaN();
result.decays = std::move(psp).decays_; // NOLINT(bugprone-use-after-move)
result.parameters.central = {nan, nan, psp.weight()}; // NOLINT(bugprone-use-after-move)
return result;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::cluster_jets(
std::vector<fastjet::PseudoJet> const & partons
) const{
fastjet::ClusterSequence cs(partons, param_.jet_param.def);
return sorted_by_rapidity(cs.inclusive_jets(param_.jet_param.min_pt));
}
bool PhaseSpacePoint::pass_resummation_cuts(
std::vector<fastjet::PseudoJet> const & jets
) const{
return cluster_jets(jets).size() == jets.size();
}
- int PhaseSpacePoint::sample_ng(
- std::vector<fastjet::PseudoJet> const & Born_jets, RNG & ran
- ){
- const double ng_mean = estimate_ng_mean(Born_jets);
+ namespace {
+ auto get_first_anyquark_emission(Event const & ev) {
+ // find born quarks (ignore extremal partons)
+ auto const firstquark = std::find_if(
+ std::next(ev.begin_partons()), std::prev(ev.end_partons(), 2),
+ [](Particle const & s){ return (is_anyquark(s)); }
+ );
+ // assert that it is a q-q_bar pair.
+ assert(std::distance(firstquark, ev.end_partons()) != 2);
+ assert(
+ ( is_quark(*firstquark) && is_antiquark(*std::next(firstquark)) )
+ || ( is_antiquark(*firstquark) && is_quark(*std::next(firstquark)) )
+ );
+ return firstquark;
+ }
+
+ //! returns index of most backward q-qbar jet
+ template<class Iterator>
+ int get_back_quark_jet(Event const & ev, Iterator firstquark){
+ // find jets at FO corresponding to the quarks
+ // technically this isn't necessary for LO
+ std::vector<int> const born_indices{ ev.particle_jet_indices() };
+ const auto firstquark_idx = std::distance(ev.begin_partons(), firstquark);
+ int const firstjet_idx = born_indices[firstquark_idx];
+ assert(firstjet_idx>0);
+ assert( born_indices[firstquark_idx+1] == firstjet_idx+1 );
+
+ return firstjet_idx;
+ }
+
+ //! returns index of most backward q-qbar jet
+ int getBackQuarkJet(Event const & ev){
+ const auto firstquark = get_first_anyquark_emission(ev);
+ return get_back_quark_jet(ev, firstquark);
+ }
+ }
+
+ double PhaseSpacePoint::estimate_emission_rapidity_range(
+ Event const & ev
+ ) const {
+ double delta_y =
+ most_forward_FKL(ev.jets()).rapidity()
+ - most_backward_FKL(ev.jets()).rapidity();
+ // no emission between central qqbar pair
+ if(ev.type() == event_type::central_qqx) {
+ const int qjet = getBackQuarkJet(ev);
+ delta_y -= ev.jets()[qjet+1].rapidity() - ev.jets()[qjet].rapidity();
+ }
+ assert(delta_y >= 0);
+ return delta_y;
+ }
+
+ double PhaseSpacePoint::estimate_ng_mean(Event const & ev) const {
+ // Formula derived from fit in arXiv:1805.04446 (see Fig. 2)
+ return 0.975052*estimate_emission_rapidity_range(ev);
+ }
+
+ int PhaseSpacePoint::sample_ng(Event const & event, RNG & ran){
+ const double ng_mean = estimate_ng_mean(event);
std::poisson_distribution<int> dist(ng_mean);
const int ng = dist(ran);
assert(ng >= 0);
assert(ng < NG_MAX);
weight_ *= std::tgamma(ng + 1)*std::exp(ng_mean)*std::pow(ng_mean, -ng);
return ng;
}
void PhaseSpacePoint::copy_AWZH_boson_from(Event const & event){
auto const & from = event.outgoing();
const auto AWZH_boson = std::find_if(
begin(from), end(from),
[](Particle const & p){ return is_AWZH_boson(p); }
);
if(AWZH_boson == end(from)) return;
auto insertion_point = std::lower_bound(
begin(outgoing_), end(outgoing_), *AWZH_boson, rapidity_less{}
);
outgoing_.insert(insertion_point, *AWZH_boson);
// copy decay products
const int idx = std::distance(begin(from), AWZH_boson);
assert(idx >= 0);
const auto decay_it = event.decays().find(idx);
if(decay_it != end(event.decays())){
const int new_idx = std::distance(begin(outgoing_), insertion_point);
assert(new_idx >= 0);
assert(outgoing_[new_idx].type == AWZH_boson->type);
decays_.emplace(new_idx, decay_it->second);
}
assert(std::is_sorted(begin(outgoing_), end(outgoing_), rapidity_less{}));
}
namespace {
- auto get_first_anyquark_emission(Event const & ev) {
- // find born quarks (ignore extremal partons)
- auto const firstquark = std::find_if(
- std::next(ev.begin_partons()), std::prev(ev.end_partons(), 2),
- [](Particle const & s){ return (is_anyquark(s)); }
- );
- // assert that it is a q-q_bar pair.
- assert(std::distance(firstquark, ev.end_partons()) != 2);
- assert(
- ( is_quark(*firstquark) && is_antiquark(*std::next(firstquark)) )
- || ( is_antiquark(*firstquark) && is_quark(*std::next(firstquark)) )
- );
- return firstquark;
- }
-
- //! returns index of most backward q-qbar jet
- template<class Iterator>
- int get_back_quark_jet(Event const & ev, Iterator firstquark){
- // find jets at FO corresponding to the quarks
- // technically this isn't necessary for LO
- std::vector<int> const born_indices{ ev.particle_jet_indices() };
- const auto firstquark_idx = std::distance(ev.begin_partons(), firstquark);
- int const firstjet_idx = born_indices[firstquark_idx];
- assert(firstjet_idx>0);
- assert( born_indices[firstquark_idx+1] == firstjet_idx+1 );
-
- return firstjet_idx;
- }
-
- //! returns index of most backward q-qbar jet
- int getBackQuarkJet(Event const & ev){
- const auto firstquark = get_first_anyquark_emission(ev);
- return get_back_quark_jet(ev, firstquark);
- }
-
template<class ConstIterator, class Iterator>
void label_extremal_qqx(
ConstIterator born_begin, ConstIterator born_end,
Iterator first_out
){
// find born quarks
const auto firstquark = std::find_if(
born_begin, born_end-1,
[](Particle const & s){ return (is_anyquark(s)); }
);
assert(firstquark != born_end-1);
const auto secondquark = std::find_if(
firstquark+1, born_end,
[](Particle const & s){ return (is_anyquark(s)); }
);
assert(secondquark != born_end);
assert( ( is_quark(*firstquark) && is_antiquark(*secondquark) )
|| ( is_antiquark(*firstquark) && is_quark(*secondquark) ));
assert(first_out->type == ParticleID::gluon);
assert((first_out+1)->type == ParticleID::gluon);
// copy type from born
first_out->type = firstquark->type;
(first_out+1)->type = secondquark->type;
}
} // namespace
void PhaseSpacePoint::label_qqx(Event const & event){
assert(std::is_sorted(begin(outgoing_), end(outgoing_), rapidity_less{}));
assert(filter_partons(outgoing_).size() == outgoing_.size());
if(qqxb_){
label_extremal_qqx( event.outgoing().cbegin(), event.outgoing().cend(),
outgoing_.begin()
);
return;
}
if(qqxf_){ // same as qqxb with reversed order
label_extremal_qqx( event.outgoing().crbegin(), event.outgoing().crend(),
outgoing_.rbegin()
);
return;
}
// central qqx
const auto firstquark = get_first_anyquark_emission(event);
// find jets at FO corresponding to the quarks
// technically this isn't necessary for LO
const auto firstjet_idx = get_back_quark_jet(event, firstquark);
// find corresponding jets after resummation
fastjet::ClusterSequence cs{to_PseudoJet(outgoing_), param_.jet_param.def};
auto const jets = fastjet::sorted_by_rapidity(
cs.inclusive_jets( param_.jet_param.min_pt ));
std::vector<int> const resum_indices{ cs.particle_jet_indices({jets}) };
// assert that jets didn't move
assert(nearby_ep( ( event.jets().cbegin()+firstjet_idx )->rapidity(),
jets[ firstjet_idx ].rapidity(), 1e-2) );
assert(nearby_ep( ( event.jets().cbegin()+firstjet_idx+1 )->rapidity(),
jets[ firstjet_idx+1 ].rapidity(), 1e-2) );
// find last partons in first (central) jet
size_t idx_out = 0;
for(size_t i=resum_indices.size()-2; i>0; --i)
if(resum_indices[i] == firstjet_idx){
idx_out = i;
break;
}
assert(idx_out != 0);
// check that there is sufficient pt in jets from the quarks
const double minpartonjetpt = 1. - param_.soft_pt_regulator;
if (outgoing_[idx_out].p.pt()<minpartonjetpt*( event.jets().cbegin()+firstjet_idx )->pt()){
weight_=0.;
status_ = StatusCode::wrong_jets;
return;
}
if (outgoing_[idx_out+1].p.pt()<minpartonjetpt*( event.jets().cbegin()+firstjet_idx+1 )->pt()){
weight_=0.;
status_ = StatusCode::wrong_jets;
return;
}
// check that no additional emission between jets
// such configurations are possible if we have an gluon gets generated
// inside the rapidities of the qqx chain, but clusted to a
// differnet/outside jet. Changing this is non trivial
if(resum_indices[idx_out+1] != resum_indices[idx_out]+1){
weight_=0.;
status_ = StatusCode::gluon_in_qqx;
return;
}
outgoing_[idx_out].type = firstquark->type;
outgoing_[idx_out+1].type = std::next(firstquark)->type;
}
void PhaseSpacePoint::label_quarks(Event const & ev){
const auto WZEmit = std::find_if(
begin(ev.outgoing()), end(ev.outgoing()),
[](Particle const & s){ return (std::abs(s.type) == pid::Wp || s.type == pid::Z_photon_mix); }
);
if (WZEmit != end(ev.outgoing())){
if(!qqxb_) {
const size_t backward_FKL_idx = unob_?1:0;
const auto backward_FKL = std::next(ev.begin_partons(), backward_FKL_idx);
outgoing_[backward_FKL_idx].type = backward_FKL->type;
}
if(!qqxf_) {
const size_t forward_FKL_idx = unof_?1:0;
const auto forward_FKL = std::prev(ev.end_partons(), 1+forward_FKL_idx);
outgoing_.rbegin()[unof_].type = forward_FKL->type; // NOLINT
}
} else {
most_backward_FKL(outgoing_).type = ev.incoming().front().type;
most_forward_FKL(outgoing_).type = ev.incoming().back().type;
}
if(qqxmid_||qqxb_||qqxf_){
label_qqx(ev);
}
}
PhaseSpacePoint::PhaseSpacePoint(
Event const & ev, PhaseSpacePointConfig conf, RNG & ran
):
unob_{ev.type() == event_type::unob},
unof_{ev.type() == event_type::unof},
qqxb_{ev.type() == event_type::qqxexb},
qqxf_{ev.type() == event_type::qqxexf},
qqxmid_{ev.type() == event_type::qqxmid},
param_{std::move(conf)},
status_{unspecified}
{
// legacy code: override new variable with old
if(param_.max_ext_soft_pt_fraction){
param_.soft_pt_regulator = *param_.max_ext_soft_pt_fraction;
param_.max_ext_soft_pt_fraction = {};
}
weight_ = 1;
auto const & Born_jets = ev.jets();
- const int ng = sample_ng(Born_jets, ran);
+ const int ng = sample_ng(ev, ran);
weight_ /= std::tgamma(ng + 1);
const int ng_jets = sample_ng_jets(ng, Born_jets, ran);
std::vector<fastjet::PseudoJet> out_partons = gen_non_jet(
ng - ng_jets, CMINPT, param_.jet_param.min_pt, ran
);
int qqxbackjet(-1);
if(qqxmid_){
qqxbackjet = getBackQuarkJet(ev);
}
const auto qperp = std::accumulate(
begin(out_partons), end(out_partons),
fastjet::PseudoJet{}
);
const auto jets = reshuffle(Born_jets, qperp);
if(weight_ == 0.) {
status_ = failed_reshuffle;
return;
}
if(! pass_resummation_cuts(jets)){
status_ = failed_resummation_cuts;
weight_ = 0.;
return;
}
std::vector<fastjet::PseudoJet> jet_partons = split(
jets, ng_jets, qqxbackjet, ran
);
if(weight_ == 0.) {
status_ = StatusCode::failed_split;
return;
}
if(qqxmid_){
rescale_qqx_rapidities(
out_partons, jets,
most_backward_FKL(jet_partons).rapidity(),
most_forward_FKL(jet_partons).rapidity(),
qqxbackjet
);
}
else{
rescale_rapidities(
out_partons,
most_backward_FKL(jet_partons).rapidity(),
most_forward_FKL(jet_partons).rapidity()
);
}
if(! cluster_jets(out_partons).empty()){
weight_ = 0.;
status_ = StatusCode::empty_jets;
return;
}
std::sort(begin(out_partons), end(out_partons), rapidity_less{});
assert(
std::is_sorted(begin(jet_partons), end(jet_partons), rapidity_less{})
);
const auto first_jet_parton = out_partons.insert(
end(out_partons), begin(jet_partons), end(jet_partons)
);
std::inplace_merge(
begin(out_partons), first_jet_parton, end(out_partons), rapidity_less{}
);
if(! jets_ok(Born_jets, out_partons)){
weight_ = 0.;
status_ = StatusCode::wrong_jets;
return;
}
weight_ *= phase_space_normalisation(Born_jets.size(), out_partons.size());
outgoing_.reserve(out_partons.size() + 1); // one slot for possible A, W, Z, H
for( auto it = std::make_move_iterator(out_partons.begin());
it != std::make_move_iterator(out_partons.end());
++it
){
outgoing_.emplace_back( Particle{pid::gluon, *it, {}});
}
assert(!outgoing_.empty());
label_quarks(ev);
if(weight_ == 0.) {
//! @TODO optimise s.t. this is not possible
// status is handled internally
return;
}
copy_AWZH_boson_from(ev);
reconstruct_incoming(ev.incoming());
status_ = StatusCode::good;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::gen_non_jet(
int const ng_non_jet, double const ptmin, double const ptmax, RNG & ran
){
// heuristic parameters for pt sampling
const double ptpar = 1.3 + ng_non_jet/5.;
const double temp1 = std::atan((ptmax - ptmin)/ptpar);
std::vector<fastjet::PseudoJet> partons(ng_non_jet);
for(int i = 0; i < ng_non_jet; ++i){
const double r1 = ran.flat();
const double pt = ptmin + ptpar*std::tan(r1*temp1);
const double temp2 = std::cos(r1*temp1);
const double phi = 2*M_PI*ran.flat();
weight_ *= 2.0*M_PI*pt*ptpar*temp1/(temp2*temp2);
// we don't know the allowed rapidity span yet,
// set a random value to be rescaled later on
const double y = ran.flat();
partons[i].reset_PtYPhiM(pt, y, phi);
// Set user index higher than any jet-parton index
// in order to assert that these are not inside jets
partons[i].set_user_index(i + 1 + NG_MAX);
assert(ptmin-1e-5 <= partons[i].pt() && partons[i].pt() <= ptmax+1e-5);
}
assert(std::all_of(partons.cbegin(), partons.cend(), is_nonjet_parton));
return sorted_by_rapidity(partons);
}
void PhaseSpacePoint::rescale_qqx_rapidities(
std::vector<fastjet::PseudoJet> & out_partons,
std::vector<fastjet::PseudoJet> const & jets,
const double ymin1, const double ymax2,
const int qqxbackjet
){
const double ymax1 = jets[qqxbackjet].rapidity();
const double ymin2 = jets[qqxbackjet+1].rapidity();
constexpr double ep = 1e-7;
const double tot_y = ymax1 - ymin1 + ymax2 - ymin2;
std::vector<std::reference_wrapper<fastjet::PseudoJet>> refpart(
out_partons.begin(), out_partons.end());
double ratio = (ymax1 - ymin1)/tot_y;
const auto gap{ std::find_if(refpart.begin(), refpart.end(),
[ratio](fastjet::PseudoJet const & p){
return (p.rapidity()>=ratio);} ) };
double ymin = ymin1;
double ymax = ymax1;
double dy = ymax - ymin - 2*ep;
double offset = 0.;
for(auto it_part=refpart.begin(); it_part<refpart.end(); ++it_part){
if(it_part == gap){
ymin = ymin2;
ymax = ymax2;
dy = ymax - ymin - 2*ep;
offset = ratio;
ratio = 1-ratio;
}
fastjet::PseudoJet & part = *it_part;
assert(offset <= part.rapidity() && part.rapidity() < ratio+offset);
const double y = ymin + ep + dy*((part.rapidity()-offset)/ratio);
part.reset_momentum_PtYPhiM(part.pt(), y, part.phi());
weight_ *= tot_y-4.*ep;
assert(ymin <= part.rapidity() && part.rapidity() <= ymax);
}
assert(is_sorted(begin(out_partons), end(out_partons), rapidity_less{}));
}
void PhaseSpacePoint::rescale_rapidities(
std::vector<fastjet::PseudoJet> & partons,
double ymin, double ymax
){
constexpr double ep = 1e-7;
for(auto & parton: partons){
assert(0 <= parton.rapidity() && parton.rapidity() <= 1);
const double dy = ymax - ymin - 2*ep;
const double y = ymin + ep + dy*parton.rapidity();
parton.reset_momentum_PtYPhiM(parton.pt(), y, parton.phi());
weight_ *= dy;
assert(ymin <= parton.rapidity() && parton.rapidity() <= ymax);
}
}
namespace {
template<typename T, typename... Rest>
auto min(T const & a, T const & b, Rest&&... r) {
using std::min;
return min(a, min(b, std::forward<Rest>(r)...));
}
}
double PhaseSpacePoint::probability_in_jet(
std::vector<fastjet::PseudoJet> const & Born_jets
) const{
assert(std::is_sorted(begin(Born_jets), end(Born_jets), rapidity_less{}));
assert(Born_jets.size() >= 2);
const double dy =
Born_jets.back().rapidity() - Born_jets.front().rapidity();
const double R = param_.jet_param.def.R();
const int njets = Born_jets.size();
const double p_J_y_large = (njets-1)*R*R/(2.*dy);
const double p_J_y0 = njets*R/M_PI;
return min(p_J_y_large, p_J_y0, 1.);
}
int PhaseSpacePoint::sample_ng_jets(
int ng, std::vector<fastjet::PseudoJet> const & Born_jets, RNG & ran
){
const double p_J = probability_in_jet(Born_jets);
std::binomial_distribution<> bin_dist(ng, p_J);
const int ng_J = bin_dist(ran);
weight_ *= std::pow(p_J, -ng_J)*std::pow(1 - p_J, ng_J - ng);
return ng_J;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::reshuffle(
std::vector<fastjet::PseudoJet> const & Born_jets,
fastjet::PseudoJet const & q
){
if(q == fastjet::PseudoJet{0, 0, 0, 0}) return Born_jets;
auto jets = resummation_jet_momenta(Born_jets, q);
if(jets.empty()){
weight_ = 0;
return {};
}
// additional Jacobian to ensure Born integration over delta gives 1
weight_ *= resummation_jet_weight(Born_jets, q);
return jets;
}
std::vector<int> PhaseSpacePoint::distribute_jet_partons(
int ng_jets, std::vector<fastjet::PseudoJet> const & jets, RNG & ran
){
size_t first_valid_jet = 0;
size_t num_valid_jets = jets.size();
const double R_eff = 5./3.*param_.jet_param.def.R();
// if there is an unordered jet too far away from the FKL jets
// then extra gluon constituents of the unordered jet would
// violate the FKL rapidity ordering
if((unob_||qqxb_) && jets[0].delta_R(jets[1]) > R_eff){
++first_valid_jet;
--num_valid_jets;
}
else if((unof_||qqxf_) && jets[jets.size()-1].delta_R(jets[jets.size()-2]) > R_eff){
--num_valid_jets;
}
std::vector<int> np(jets.size(), 1);
for(int i = 0; i < ng_jets; ++i){
++np[first_valid_jet + ran.flat() * num_valid_jets];
}
weight_ *= std::pow(num_valid_jets, ng_jets);
return np;
}
#ifndef NDEBUG
namespace {
bool tagged_FKL_backward(
std::vector<fastjet::PseudoJet> const & jet_partons
){
return std::find_if(
begin(jet_partons), end(jet_partons),
[](fastjet::PseudoJet const & p){
return p.user_index() == UID::backward_fkl;
}
) != end(jet_partons);
}
bool tagged_FKL_forward(
std::vector<fastjet::PseudoJet> const & jet_partons
){
// the most forward FKL parton is most likely near the end of jet_partons;
// start search from there
return std::find_if(
jet_partons.rbegin(), jet_partons.rend(),
[](fastjet::PseudoJet const & p){
return p.user_index() == UID::forward_fkl;
}
) != jet_partons.rend();
}
bool tagged_FKL_extremal(
std::vector<fastjet::PseudoJet> const & jet_partons
){
return tagged_FKL_backward(jet_partons) && tagged_FKL_forward(jet_partons);
}
} // namespace
#endif
std::vector<fastjet::PseudoJet> PhaseSpacePoint::split(
std::vector<fastjet::PseudoJet> const & jets,
int ng_jets, size_t qqxbackjet, RNG & ran
){
return split(
jets, distribute_jet_partons(ng_jets, jets, ran), qqxbackjet, ran);
}
bool PhaseSpacePoint::pass_extremal_cuts(
fastjet::PseudoJet const & ext_parton,
fastjet::PseudoJet const & jet
) const{
if(ext_parton.pt() < param_.min_extparton_pt) return false;
return (ext_parton - jet).pt()/jet.pt() < param_.soft_pt_regulator;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::split(
std::vector<fastjet::PseudoJet> const & jets,
std::vector<int> const & np,
size_t qqxbackjet,
RNG & ran
){
assert(! jets.empty());
assert(jets.size() == np.size());
assert(pass_resummation_cuts(jets));
const size_t most_backward_FKL_idx = 0 + unob_ + qqxb_; // NOLINT
const size_t most_forward_FKL_idx = jets.size() - 1 - unof_ - qqxf_; // NOLINT
auto const & jet = param_.jet_param;
const JetSplitter jet_splitter{jet.def, jet.min_pt};
std::vector<fastjet::PseudoJet> jet_partons;
// randomly distribute jet gluons among jets
for(size_t i = 0; i < jets.size(); ++i){
auto split_res = jet_splitter.split(jets[i], np[i], ran);
weight_ *= split_res.weight;
if(weight_ == 0) return {};
assert(
std::all_of(
begin(split_res.constituents), end(split_res.constituents),
is_jet_parton
)
);
const auto first_new_parton = jet_partons.insert(
end(jet_partons),
begin(split_res.constituents), end(split_res.constituents)
);
// mark uno and extremal FKL emissions here so we can check
// their position once all emissions are generated
// also mark qqxmid partons, and apply appropriate pt cut.
auto extremal = end(jet_partons);
if (i == most_backward_FKL_idx){ //FKL backward emission
extremal = std::min_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(UID::backward_fkl);
}
else if(((unob_ || qqxb_) && i == 0)){
// unordered/qqxb
extremal = std::min_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index((unob_)?UID::unob:UID::qqxb);
}
else if (i == most_forward_FKL_idx){
extremal = std::max_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(UID::forward_fkl);
}
else if(((unof_ || qqxf_) && i == jets.size() - 1)){
// unordered/qqxf
extremal = std::max_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index((unof_)?UID::unof:UID::qqxf);
}
else if((qqxmid_ && i == qqxbackjet)){
extremal = std::max_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(UID::qqxmid1);
}
else if((qqxmid_ && i == qqxbackjet+1)){
extremal = std::min_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(UID::qqxmid2);
}
if(
extremal != end(jet_partons)
&& !pass_extremal_cuts(*extremal, jets[i])
){
weight_ = 0;
return {};
}
}
assert(tagged_FKL_extremal(jet_partons));
std::sort(begin(jet_partons), end(jet_partons), rapidity_less{});
if(
!extremal_ok(jet_partons)
|| !split_preserved_jets(jets, jet_partons)
){
weight_ = 0.;
return {};
}
return jet_partons;
}
bool PhaseSpacePoint::extremal_ok(
std::vector<fastjet::PseudoJet> const & partons
) const{
assert(std::is_sorted(begin(partons), end(partons), rapidity_less{}));
if(unob_ && partons.front().user_index() != UID::unob) return false;
if(unof_ && partons.back().user_index() != UID::unof) return false;
if(qqxb_ && partons.front().user_index() != UID::qqxb) return false;
if(qqxf_ && partons.back().user_index() != UID::qqxf) return false;
return
most_backward_FKL(partons).user_index() == UID::backward_fkl
&& most_forward_FKL(partons).user_index() == UID::forward_fkl;
}
bool PhaseSpacePoint::split_preserved_jets(
std::vector<fastjet::PseudoJet> const & jets,
std::vector<fastjet::PseudoJet> const & jet_partons
) const{
assert(std::is_sorted(begin(jets), end(jets), rapidity_less{}));
const auto split_jets = cluster_jets(jet_partons);
// this can happen if two overlapping jets
// are both split into more than one parton
if(split_jets.size() != jets.size()) return false;
for(size_t i = 0; i < split_jets.size(); ++i){
// this can happen if there are two overlapping jets
// and a parton is assigned to the "wrong" jet
if(!nearby_ep(jets[i].rapidity(), split_jets[i].rapidity(), 1e-2)){
return false;
}
}
return true;
}
template<class Particle>
Particle const & PhaseSpacePoint::most_backward_FKL(
std::vector<Particle> const & partons
) const{
return partons[0 + unob_ + qqxb_];
}
template<class Particle>
Particle const & PhaseSpacePoint::most_forward_FKL(
std::vector<Particle> const & partons
) const{
const size_t idx = partons.size() - 1 - unof_ - qqxf_;
assert(idx < partons.size());
return partons[idx];
}
template<class Particle>
Particle & PhaseSpacePoint::most_backward_FKL(
std::vector<Particle> & partons
) const{
return partons[0 + unob_ + qqxb_];
}
template<class Particle>
Particle & PhaseSpacePoint::most_forward_FKL(
std::vector<Particle> & partons
) const{
const size_t idx = partons.size() - 1 - unof_ - qqxf_;
assert(idx < partons.size());
return partons[idx];
}
bool PhaseSpacePoint::contains_idx(
fastjet::PseudoJet const & jet, fastjet::PseudoJet const & parton
) const {
auto const & constituents = jet.constituents();
const int idx = parton.user_index();
const bool injet = std::find_if(
begin(constituents), end(constituents),
[idx](fastjet::PseudoJet const & con){return con.user_index() == idx;}
) != end(constituents);
const double minpartonjetpt = 1. - param_.soft_pt_regulator;
return ((parton.pt()>minpartonjetpt*jet.pt())&&injet);
}
bool PhaseSpacePoint::jets_ok(
std::vector<fastjet::PseudoJet> const & Born_jets,
std::vector<fastjet::PseudoJet> const & partons
) const{
fastjet::ClusterSequence cs(partons, param_.jet_param.def);
const auto jets = sorted_by_rapidity(cs.inclusive_jets(param_.jet_param.min_pt));
if(jets.size() != Born_jets.size()) return false;
int in_jet = 0;
for(auto const & jet : jets){
assert(jet.has_constituents());
for(auto && parton: jet.constituents()){
if(is_nonjet_parton(parton)) return false;
}
in_jet += jet.constituents().size();
}
const int expect_in_jet = std::count_if(
partons.cbegin(), partons.cend(), is_jet_parton
);
if(in_jet != expect_in_jet) return false;
// note that PseudoJet::contains does not work here
if(! (
contains_idx(most_backward_FKL(jets), most_backward_FKL(partons))
&& contains_idx(most_forward_FKL(jets), most_forward_FKL(partons))
)) return false;
if(unob_ && !contains_idx(jets.front(), partons.front())) return false;
if(qqxb_ && !contains_idx(jets.front(), partons.front())) return false;
if(unof_ && !contains_idx(jets.back(), partons.back())) return false;
if(qqxf_ && !contains_idx(jets.back(), partons.back())) return false;
#ifndef NDEBUG
for(size_t i = 0; i < jets.size(); ++i){
assert(nearby_ep(jets[i].rapidity(), Born_jets[i].rapidity(), 1e-2));
}
#endif
return true;
}
void PhaseSpacePoint::reconstruct_incoming(
std::array<Particle, 2> const & Born_incoming
){
std::tie(incoming_[0].p, incoming_[1].p) = incoming_momenta(outgoing_);
for(size_t i = 0; i < incoming_.size(); ++i){
incoming_[i].type = Born_incoming[i].type;
}
assert(momentum_conserved());
}
bool PhaseSpacePoint::momentum_conserved() const{
fastjet::PseudoJet diff;
for(auto const & in: incoming()) diff += in.p;
const double norm = diff.E();
for(auto const & out: outgoing()) diff -= out.p;
return nearby(diff, fastjet::PseudoJet{}, norm);
}
} //namespace HEJ

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