[d7d2da3] | 1 | #ifndef __GRID_MEDIAN_BACKGROUND_ESTIMATOR_HH__
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| 2 | #define __GRID_MEDIAN_BACKGROUND_ESTIMATOR_HH__
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| 3 |
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| 4 | //STARTHEADER
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| 5 | // $Id: GridMedianBackgroundEstimator.hh 2580 2011-09-13 17:25:43Z salam $
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| 6 | //
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| 7 | // Copyright (c) 2005-2011, Matteo Cacciari, Gavin P. Salam and Gregory Soyez
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| 8 | //
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| 9 | //----------------------------------------------------------------------
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| 10 | // This file is part of FastJet.
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| 11 | //
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| 12 | // FastJet is free software; you can redistribute it and/or modify
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| 13 | // it under the terms of the GNU General Public License as published by
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| 14 | // the Free Software Foundation; either version 2 of the License, or
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| 15 | // (at your option) any later version.
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| 16 | //
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| 17 | // The algorithms that underlie FastJet have required considerable
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| 18 | // development and are described in hep-ph/0512210. If you use
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| 19 | // FastJet as part of work towards a scientific publication, please
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| 20 | // include a citation to the FastJet paper.
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| 21 | //
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| 22 | // FastJet is distributed in the hope that it will be useful,
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| 23 | // but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 24 | // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 25 | // GNU General Public License for more details.
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| 26 | //
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| 27 | // You should have received a copy of the GNU General Public License
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| 28 | // along with FastJet. If not, see <http://www.gnu.org/licenses/>.
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| 29 | //----------------------------------------------------------------------
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| 30 | //ENDHEADER
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| 31 |
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| 32 |
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| 33 | #include "fastjet/tools/BackgroundEstimatorBase.hh"
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| 34 |
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| 35 | FASTJET_BEGIN_NAMESPACE // defined in fastjet/internal/base.hh
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| 36 |
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| 37 | /// @ingroup tools_background
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| 38 | /// \class GridMedianBackgroundEstimator
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| 39 | ///
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| 40 | /// Background Estimator based on the median pt/area of a set of grid
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| 41 | /// cells.
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| 42 | ///
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| 43 | /// Description of the method:
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| 44 | /// This background estimator works by projecting the event onto a
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| 45 | /// grid in rapidity and azimuth. In each grid cell, the scalar pt
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| 46 | /// sum of the particles in the cell is computed. The background
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| 47 | /// density is then estimated by the median of (scalar pt sum/cell
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| 48 | /// area) for all cells.
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| 49 | ///
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| 50 | /// Parameters:
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| 51 | /// The class takes 2 arguments: the absolute rapidity extent of the
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| 52 | /// cells and the size of the grid cells. Note that the size of the cell
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| 53 | /// will be adjusted in azimuth to satisfy the 2pi periodicity and
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| 54 | /// in rapidity to match the requested rapidity extent.
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| 55 | ///
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| 56 | /// Rescaling:
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| 57 | /// It is possible to use a rescaling profile. In this case, the
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| 58 | /// profile needs to be set before setting the particles and it will
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| 59 | /// be applied to each particle (i.e. not to each cell).
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| 60 | /// Note also that in this case one needs to call rho(jet) instead of
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| 61 | /// rho() [Without rescaling, they are identical]
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| 62 | ///
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| 63 | class GridMedianBackgroundEstimator : public BackgroundEstimatorBase {
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| 64 | public:
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| 65 | /// @name constructors and destructors
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| 66 | //\{
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| 67 | //----------------------------------------------------------------
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| 68 | /// \param ymax maximal absolute rapidity extent of the grid
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| 69 | /// \param requested_grid_spacing size of the grid cell. The
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| 70 | /// "real" cell size could differ due e.g. to the 2pi
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| 71 | /// periodicity in azimuthal angle (size, not area)
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| 72 | GridMedianBackgroundEstimator(double ymax, double requested_grid_spacing) :
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| 73 | _ymin(-ymax), _ymax(ymax),
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| 74 | _requested_grid_spacing(requested_grid_spacing),
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| 75 | _has_particles(false){setup_grid();}
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| 76 | //\}
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| 77 |
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| 78 |
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| 79 | /// @name setting a new event
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| 80 | //\{
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| 81 | //----------------------------------------------------------------
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| 82 |
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| 83 | /// tell the background estimator that it has a new event, composed
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| 84 | /// of the specified particles.
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| 85 | void set_particles(const std::vector<PseudoJet> & particles);
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| 86 |
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| 87 | //\}
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| 88 |
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| 89 | /// @name retrieving fundamental information
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| 90 | //\{
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| 91 | //----------------------------------------------------------------
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| 92 |
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| 93 | /// returns rho, the median background density per unit area
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| 94 | double rho() const;
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| 95 |
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| 96 | /// returns sigma, the background fluctuations per unit area; must be
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| 97 | /// multipled by sqrt(area) to get fluctuations for a region of a
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| 98 | /// given area.
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| 99 | double sigma() const;
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| 100 |
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| 101 | /// returns rho, the background density per unit area, locally at the
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| 102 | /// position of a given jet. Note that this is not const, because a
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| 103 | /// user may then wish to query other aspects of the background that
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| 104 | /// could depend on the position of the jet last used for a rho(jet)
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| 105 | /// determination.
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| 106 | double rho(const PseudoJet & jet);
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| 107 |
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| 108 | /// returns sigma, the background fluctuations per unit area, locally at
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| 109 | /// the position of a given jet. As for rho(jet), it is non-const.
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| 110 | double sigma(const PseudoJet & jet);
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| 111 |
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| 112 | /// returns true if this background estimator has support for
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| 113 | /// determination of sigma
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| 114 | bool has_sigma() {return true;}
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| 115 |
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| 116 | /// returns the area of the grid cells (all identical, but
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| 117 | /// referred to as "mean" area for uniformity with JetMedianBGE).
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| 118 | double mean_area() const {return _cell_area;}
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| 119 | //\}
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| 120 |
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| 121 | /// @name configuring the behaviour
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| 122 | //\{
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| 123 | //----------------------------------------------------------------
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| 124 |
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| 125 | /// Set a pointer to a class that calculates the rescaling factor as
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| 126 | /// a function of the jet (position). Note that the rescaling factor
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| 127 | /// is used both in the determination of the "global" rho (the pt/A
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| 128 | /// of each jet is divided by this factor) and when asking for a
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| 129 | /// local rho (the result is multiplied by this factor).
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| 130 | ///
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| 131 | /// The BackgroundRescalingYPolynomial class can be used to get a
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| 132 | /// rescaling that depends just on rapidity.
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| 133 | ///
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| 134 | /// Note that this has to be called BEFORE any attempt to do an
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| 135 | /// actual computation
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| 136 | virtual void set_rescaling_class(const FunctionOfPseudoJet<double> * rescaling_class);
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| 137 |
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| 138 | //\}
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| 139 |
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| 140 | /// @name description
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| 141 | //\{
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| 142 | //----------------------------------------------------------------
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| 143 |
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| 144 | /// returns a textual description of the background estimator
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| 145 | std::string description() const;
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| 146 |
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| 147 | //\}
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| 148 |
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| 149 |
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| 150 | private:
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| 151 | /// configure the grid
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| 152 | void setup_grid();
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| 153 |
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| 154 | /// retrieve the grid cell index for a given PseudoJet
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| 155 | int igrid(const PseudoJet & p) const;
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| 156 |
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| 157 | /// verify that particles have been set and throw an error if not
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| 158 | void verify_particles_set() const;
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| 159 |
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| 160 | // information about the grid
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| 161 | double _ymin, _ymax, _dy, _dphi, _requested_grid_spacing, _cell_area;
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| 162 | int _ny, _nphi, _ntotal;
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| 163 |
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| 164 | // information abotu the event
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| 165 | std::vector<double> _scalar_pt;
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| 166 | bool _has_particles;
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| 167 |
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| 168 | // various warnings to let people aware of potential dangers
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| 169 | LimitedWarning _warning_rho_of_jet;
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| 170 | LimitedWarning _warning_rescaling;
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| 171 | };
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| 172 |
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| 173 | FASTJET_END_NAMESPACE // defined in fastjet/internal/base.hh
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| 174 |
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| 175 | #endif // __GRID_MEDIAN_BACKGROUND_ESTIMATOR_HH__
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