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feat: TrackSelector supports eta-dependent cuts (#2405)
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This changes `TrackSelector` so that eta dependent cuts can be supplied. To this end, a new nested struct `CutConfig` is introduced. The existing `Config` struct is auto-convertible from that struct, and will produce a single cut set for all eta.

You can also supply `Config` with a vector of absolute eta bin edges and correspondingly sized (`N-1`) vector of `CutConfig` structs. The selector will then look up the associated cut value.

Note: the `CutConfig` properties `etaMin`, `etaMax`, `absEtaMin` and `absEtaMax` are only supported if there is a single cut configuration with an abs eta bin from `0.0` to `+infinity`. 

The `TrackSelector` constructor checks consistency of the configuration.
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paulgessinger authored Aug 30, 2023
1 parent 2beed70 commit ed0bb27
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324 changes: 302 additions & 22 deletions Core/include/Acts/TrackFinding/TrackSelector.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -9,41 +9,163 @@
#pragma once

#include <cmath>
#include <functional>
#include <limits>
#include <ostream>
#include <vector>

namespace Acts {

/// Class which performs filtering of tracks. It accepts an input and an output
/// track container and uses the built-in copy facility to copy tracks into the
/// output container.
class TrackSelector {
static constexpr double inf = std::numeric_limits<double>::infinity();

public:
struct Config {
/// Configuration of a set of cuts for a single eta bin
/// Default construction yields a set of cuts that accepts everything.
struct CutConfig {
// Minimum/maximum local positions.
double loc0Min = -std::numeric_limits<double>::infinity();
double loc0Max = std::numeric_limits<double>::infinity();
double loc1Min = -std::numeric_limits<double>::infinity();
double loc1Max = std::numeric_limits<double>::infinity();
double loc0Min = -inf;
double loc0Max = inf;
double loc1Min = -inf;
double loc1Max = inf;
// Minimum/maximum track time.
double timeMin = -std::numeric_limits<double>::infinity();
double timeMax = std::numeric_limits<double>::infinity();
double timeMin = -inf;
double timeMax = inf;
// Direction cuts.
double phiMin = -std::numeric_limits<double>::infinity();
double phiMax = std::numeric_limits<double>::infinity();
double etaMin = -std::numeric_limits<double>::infinity();
double etaMax = std::numeric_limits<double>::infinity();
double phiMin = -inf;
double phiMax = inf;
double etaMin = -inf;
double etaMax = inf;
double absEtaMin = 0.0;
double absEtaMax = std::numeric_limits<double>::infinity();
double absEtaMax = inf;
// Momentum cuts.
double ptMin = 0.0;
double ptMax = std::numeric_limits<double>::infinity();
double ptMax = inf;

std::size_t minMeasurements = 0;

// Helper factory functions to produce a populated config object more
// conveniently

/// Set loc0 acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& loc0(double min, double max);

/// Set loc1 acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& loc1(double min, double max);

/// Set time acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& time(double min, double max);

/// Set phi acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& phi(double min, double max);

/// Set the eta acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& eta(double min, double max);

/// Set the absolute eta acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& absEta(double min, double max);

/// Set the pt acceptance range
/// @param min Minimum value
/// @param max Maximum value
/// @return Reference to this object
CutConfig& pt(double min, double max);

/// Print this set of cuts to an output stream
/// @param os Output stream
/// @param cuts Cuts to print
/// @return Reference to the output stream
friend std::ostream& operator<<(std::ostream& os, const CutConfig& cuts);
};

/// Main config object for the track selector. Combines a set of cut
/// configurations and corresponding eta bins
struct Config {
/// Cut sets for each eta bin
std::vector<CutConfig> cutSets = {};

/// Eta bin edges for varying cuts by eta
std::vector<double> absEtaEdges = {};

/// Get the number of eta bins
/// @return Number of eta bins
std::size_t nEtaBins() const { return absEtaEdges.size() - 1; }

/// Construct an empty (accepts everything) configuration.
/// Results in a single cut set and one abs eta bin from 0 to infinity.
Config() : cutSets{{}}, absEtaEdges{{0, inf}} {};

/// Constructor to create a config object that is not upper-bounded.
/// This is useful to use the "fluent" API to populate the configuration.
/// @param etaMin Minimum eta bin edge
Config(double etaMin) : cutSets{}, absEtaEdges{etaMin} {}

/// Constructor from a vector of eta bin edges. This automatically
/// initializes all the cuts to be the same for all eta and be essentially
/// no-op.
/// @param absEtaEdgesIn is the vector of eta bin edges
Config(std::vector<double> absEtaEdgesIn)
: absEtaEdges{std::move(absEtaEdgesIn)} {
cutSets.resize(absEtaEdges.size() - 1);
}

/// Auto-converting constructor from a single cut configuration.
/// Results in a single absolute eta bin from 0 to infinity.
Config(CutConfig cutSet) : cutSets{cutSet}, absEtaEdges{{0, inf}} {}

/// Add a new eta bin with the given upper bound.
/// @param etaMax Upper bound of the new eta bin
/// @param callback Callback to configure the cuts for this eta bin
/// @return Reference to this object
Config& addCuts(double etaMax,
const std::function<void(CutConfig&)>& callback = {});

/// Add a new eta bin with an upper bound of +infinity.
/// @param callback Callback to configure the cuts for this eta bin
/// @return Reference to this object
Config& addCuts(const std::function<void(CutConfig&)>& callback = {});

/// Print this configuration to an output stream
/// @param os Output stream
/// @param cfg Configuration to print
/// @return Reference to the output stream
friend std::ostream& operator<<(std::ostream& os, const Config& cfg);

/// Get the index of the eta bin for a given eta
/// @param eta Eta value
/// @return Index of the eta bin
std::size_t binIndex(double eta) const;

/// Get the cuts for a given eta
/// @param eta Eta value
/// @return Cuts for the given eta
const CutConfig& getCuts(double eta) const;
};

/// Constructor from a config object
/// @param config is the configuration object
TrackSelector(const Config& config) : m_cfg(config) {}
TrackSelector(const Config& config);

/// Select tracks from an input container and copy them into an output
/// container
Expand All @@ -70,6 +192,133 @@ class TrackSelector {
Config m_cfg;
};

inline TrackSelector::CutConfig& TrackSelector::CutConfig::loc0(double min,
double max) {
loc0Min = min;
loc0Max = max;
return *this;
}

inline TrackSelector::CutConfig& TrackSelector::CutConfig::loc1(double min,
double max) {
loc1Min = min;
loc1Max = max;
return *this;
}

inline TrackSelector::CutConfig& TrackSelector::CutConfig::time(double min,
double max) {
timeMin = min;
timeMax = max;
return *this;
}

inline TrackSelector::CutConfig& TrackSelector::CutConfig::phi(double min,
double max) {
phiMin = min;
phiMax = max;
return *this;
}

inline TrackSelector::CutConfig& TrackSelector::CutConfig::eta(double min,
double max) {
if (absEtaMin != 0.0 || absEtaMax != inf) {
throw std::invalid_argument(
"Cannot set both eta and absEta cuts in the same cut set");
}
etaMin = min;
etaMax = max;
return *this;
}

inline TrackSelector::CutConfig& TrackSelector::CutConfig::absEta(double min,
double max) {
if (etaMin != -inf || etaMax != inf) {
throw std::invalid_argument(
"Cannot set both eta and absEta cuts in the same cut set");
}
absEtaMin = min;
absEtaMax = max;
return *this;
}

inline TrackSelector::CutConfig& TrackSelector::CutConfig::pt(double min,
double max) {
ptMin = min;
ptMax = max;
return *this;
}

inline std::ostream& operator<<(std::ostream& os,
const TrackSelector::CutConfig& cuts) {
auto print = [&](const char* name, const auto& min, const auto& max) {
os << " - " << min << " <= " << name << " < " << max << "\n";
};

print("loc0", cuts.loc0Min, cuts.loc0Max);
print("loc1", cuts.loc1Min, cuts.loc1Max);
print("time", cuts.timeMin, cuts.timeMax);
print("phi", cuts.phiMin, cuts.phiMax);
print("eta", cuts.etaMin, cuts.etaMax);
print("absEta", cuts.absEtaMin, cuts.absEtaMax);
print("pt", cuts.ptMin, cuts.ptMax);
os << " - " << cuts.minMeasurements << " <= nMeasurements\n";

return os;
}

inline TrackSelector::Config& TrackSelector::Config::addCuts(
double etaMax, const std::function<void(CutConfig&)>& callback) {
if (etaMax <= absEtaEdges.back()) {
throw std::invalid_argument{
"Abs Eta bin edges must be in increasing order"};
}

if (etaMax < 0.0) {
throw std::invalid_argument{"Abs Eta bin edges must be positive"};
}

absEtaEdges.push_back(etaMax);
cutSets.emplace_back();
if (callback) {
callback(cutSets.back());
}
return *this;
}

inline TrackSelector::Config& TrackSelector::Config::addCuts(
const std::function<void(CutConfig&)>& callback) {
return addCuts(inf, callback);
}

inline std::size_t TrackSelector::Config::binIndex(double eta) const {
if (std::abs(eta) >= absEtaEdges.back()) {
throw std::invalid_argument{"Eta is outside the abs eta bin edges"};
}

auto binIt =
std::upper_bound(absEtaEdges.begin(), absEtaEdges.end(), std::abs(eta));
std::size_t index = std::distance(absEtaEdges.begin(), binIt) - 1;
return index;
}

inline const TrackSelector::CutConfig& TrackSelector::Config::getCuts(
double eta) const {
return nEtaBins() == 1 ? cutSets[0] : cutSets[binIndex(eta)];
}

inline std::ostream& operator<<(std::ostream& os,
const TrackSelector::Config& cfg) {
os << "TrackSelector::Config:\n";

for (std::size_t i = 1; i < cfg.absEtaEdges.size(); i++) {
os << cfg.absEtaEdges[i - 1] << " <= eta < " << cfg.absEtaEdges[i] << "\n";
os << cfg.cutSets[i - 1];
}

return os;
}

template <typename input_tracks_t, typename output_tracks_t>
void TrackSelector::selectTracks(const input_tracks_t& inputTracks,
output_tracks_t& outputTracks) const {
Expand All @@ -89,16 +338,47 @@ bool TrackSelector::isValidTrack(const track_proxy_t& track) const {
auto within = [](double x, double min, double max) {
return (min <= x) and (x < max);
};

const auto theta = track.theta();
const auto eta = -std::log(std::tan(theta / 2));
return within(track.transverseMomentum(), m_cfg.ptMin, m_cfg.ptMax) and
within(std::abs(eta), m_cfg.absEtaMin, m_cfg.absEtaMax) and
within(eta, m_cfg.etaMin, m_cfg.etaMax) and
within(track.phi(), m_cfg.phiMin, m_cfg.phiMax) and
within(track.loc0(), m_cfg.loc0Min, m_cfg.loc0Max) and
within(track.loc1(), m_cfg.loc1Min, m_cfg.loc1Max) and
within(track.time(), m_cfg.timeMin, m_cfg.timeMax) and
checkMin(track.nMeasurements(), m_cfg.minMeasurements);
const auto absEta = std::abs(eta);

if (absEta < m_cfg.absEtaEdges.front() ||
absEta >= m_cfg.absEtaEdges.back()) {
return false;
}

const CutConfig& cuts = m_cfg.getCuts(eta);

return within(track.transverseMomentum(), cuts.ptMin, cuts.ptMax) and
within(std::abs(eta), cuts.absEtaMin, cuts.absEtaMax) and
within(eta, cuts.etaMin, cuts.etaMax) and
within(track.phi(), cuts.phiMin, cuts.phiMax) and
within(track.loc0(), cuts.loc0Min, cuts.loc0Max) and
within(track.loc1(), cuts.loc1Min, cuts.loc1Max) and
within(track.time(), cuts.timeMin, cuts.timeMax) and
checkMin(track.nMeasurements(), cuts.minMeasurements);
}

inline TrackSelector::TrackSelector(const TrackSelector::Config& config)
: m_cfg(config) {
if (m_cfg.cutSets.size() != m_cfg.nEtaBins()) {
throw std::invalid_argument{
"TrackSelector cut / eta bin configuration is inconsistent"};
}

if (m_cfg.nEtaBins() == 1) {
static const std::vector<double> infVec = {0, inf};
bool limitEta = m_cfg.absEtaEdges != infVec;

const CutConfig& cuts = m_cfg.cutSets[0];

if (limitEta && (cuts.etaMin != -inf || cuts.etaMax != inf ||
cuts.absEtaMin != 0.0 || cuts.absEtaMax != inf)) {
throw std::invalid_argument{
"Explicit eta cuts are only valid for single eta bin"};
}
}
}

} // namespace Acts
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