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python.samplers Namespace Reference

Classes

class  ConstSampler
 
class  ContinuousSampler
 Continuous distribution samplers. More...
 
class  CyclicSeqSampler
 
class  DiscreteSampler
 Discrete sequence samplers. More...
 
class  DisjointUniformSampler
 
class  EEtaMPhiSampler
 
class  ERapMPhiSampler
 
class  EThetaMPhiSampler
 
class  GaussianSampler
 
class  InvSampler
 
class  LogSampler
 
class  ModUniformSampler
 
class  MomSampler
 Momentum sampling. More...
 
class  MXYZSampler
 
class  NullMomSampler
 
class  ParticleSampler
 
class  PosSampler
 Beam-spot (origin vertex) sampling. More...
 
class  PtEtaMPhiSampler
 
class  PtRapMPhiSampler
 
class  PtThetaMPhiSampler
 
class  RandomSeqSampler
 
class  SampledParticle
 
class  Sampler
 
class  TH1Sampler
 
class  UniformSampler
 

Functions

def mksampler (x)
 Convenience function for sampler-making from Python literals. More...
 

Variables

 PI = math.pi
 For convenience. More...
 
int TWOPI = 2*math.pi
 
 RndmSeq = RandomSeqSampler
 
 Sequence = CyclicSeqSampler
 Alias: More...
 
dictionary MASSES
 Combined samplers returning a particle configuration. More...
 

Function Documentation

◆ mksampler()

def python.samplers.mksampler (   x)

Convenience function for sampler-making from Python literals.

Automatically cast the provided object to a sampler type. This is used
extensively inside the particle and position samplers, so that the user
can pass in a primitive type like a number or list and it will be
treated as if the more verbose sampler constructors had been called.

Behaviour:
 - if x can be called, i.e. x() is valid, we just return x;
 - a Python list (square brackets) will be converted to a continuous
   UniformSampler or DisjointUniformSampler;
 - a Python tuple (round brackets/parentheses) will be treated
   as a discrete CyclicSeqSampler;
 - a Python set (curly brackets/braces) will be treated
   as a discrete RandomSeqSampler;
 - otherwise a ConstSampler will be created from x, so that x is
   returned when the sampler is called.

Definition at line 245 of file samplers.py.

245 def mksampler(x):
246  """
247  Automatically cast the provided object to a sampler type. This is used
248  extensively inside the particle and position samplers, so that the user
249  can pass in a primitive type like a number or list and it will be
250  treated as if the more verbose sampler constructors had been called.
251 
252  Behaviour:
253  - if x can be called, i.e. x() is valid, we just return x;
254  - a Python list (square brackets) will be converted to a continuous
255  UniformSampler or DisjointUniformSampler;
256  - a Python tuple (round brackets/parentheses) will be treated
257  as a discrete CyclicSeqSampler;
258  - a Python set (curly brackets/braces) will be treated
259  as a discrete RandomSeqSampler;
260  - otherwise a ConstSampler will be created from x, so that x is
261  returned when the sampler is called.
262  """
263  if callable(x):
264  return x
265  elif type(x) is list:
266  # NB: disjoint ranges can be given as nested lists, e.g. [(1,2), (4,5)]
267  if len(x) == 2 and type(x[0]) in (int,float) and type(x[1]) in (int,float):
268  return UniformSampler(*x)
269  elif len(x) > 2 or (len(x) > 0 and type(x[0]) not in (int,float)):
270  return DisjointUniformSampler(x)
271  if len(x) < 2:
272  raise Exception("Supplied list could not be converted to a continuous sampler")
273  elif type(x) is tuple:
274  return CyclicSeqSampler(*x)
275  elif type(x) is set:
276  return RandomSeqSampler(*x)
277  else:
278  return ConstSampler(x)
279 
280 

Variable Documentation

◆ MASSES

dictionary python.samplers.MASSES
Initial value:
1 = { 22 : 0.0, # photon
2  11 : 0.5, # electron
3  12 : 0.0, # nu_e
4  13 : 105.7, # muon
5  14 : 0.0, # nu_mu
6  15 : 1777.8, # tau
7  16 : 0.0, # nu_tau
8  2212 : 938.0, # proton
9  2112 : 940.0, # neutron
10  111 : 135.0, # pi0
11  211 : 140.0, # pi+-
12  221 : 547.0, # eta
13  321 : 494.0, # K+-
14  311 : 598.0 # K0
15  }

Combined samplers returning a particle configuration.

A default dictionary of particle masses (in MeV)

Definition at line 820 of file samplers.py.

◆ PI

python.samplers.PI = math.pi

For convenience.

Definition at line 7 of file samplers.py.

◆ RndmSeq

python.samplers.RndmSeq = RandomSeqSampler

Definition at line 220 of file samplers.py.

◆ Sequence

python.samplers.Sequence = CyclicSeqSampler

Alias:

Definition at line 237 of file samplers.py.

◆ TWOPI

int python.samplers.TWOPI = 2*math.pi

Definition at line 8 of file samplers.py.

ConstSampler
Definition: Samplers.h:29
python.samplers.mksampler
def mksampler(x)
Convenience function for sampler-making from Python literals.
Definition: samplers.py:245
CyclicSeqSampler
Definition: Samplers.h:184
python.CaloScaleNoiseConfig.type
type
Definition: CaloScaleNoiseConfig.py:78
DisjointUniformSampler
Definition: Samplers.h:84
UniformSampler
Definition: Samplers.h:51