diff --git a/ostap/fitting/rooreduce.py b/ostap/fitting/rooreduce.py
index 52af30d2..97cda3ab 100644
--- a/ostap/fitting/rooreduce.py
+++ b/ostap/fitting/rooreduce.py
@@ -22,6 +22,7 @@
from ostap.math.base import doubles
from ostap.core.core import Ostap
from ostap.math.reduce import root_factory
+from pickle import PicklingError, UnpicklingError
import ostap.fitting.variables
import ostap.fitting.roocollections
import ostap.histos.graph_reduce as GR
@@ -40,8 +41,8 @@
## Factory for deserialization of generic objects
# @attention it stores the constructor kaprameters as local attributes
def root_store_factory ( klass , *params ) :
- """Factory for deserialization of generic object
- - attention: it stores the constructor kaprameters as local attributes
+ """ Factory for deserialization of generic object
+ - attention: it stores the constructor kaprameters as local attribute
"""
## create the objects
obj = root_factory ( klass , *params )
@@ -49,11 +50,9 @@ def root_store_factory ( klass , *params ) :
obj.__store = params ## Attention - keep argumetns with newly crfeated object!
return obj
-
# =============================================================================
## Some native ROOT/RooFit objects
# =============================================================================
-
# =============================================================================
## Dedicated unpickling factory for RooRealVar
@@ -69,18 +68,18 @@ def _rrv_factory ( args , errors , binnings , fixed , *attrs ) :
elif errors and 1 == len ( errors ) : rrv.setError ( *errors )
for b in binnings :
- if b : rrv.setBinning ( b , b.GetName ())
+ if b : rrv.setBinning ( b , b.GetName () )
rrv.setConstant ( fixed )
if attrs :
- battrs = attrs[0]
+ battrs = attrs [ 0 ]
for n , a in battrs : rrv.setAttribute ( n , a )
if 1 < len ( attrs ) :
- sattrs = attrs[1]
+ sattrs = attrs [ 1 ]
for n , a in sattrs : rrv.setStringAttribute ( n , a )
if 2 < len ( attrs ) :
- tattrs = attrs[2]
+ tattrs = attrs [ 2 ]
for n , a in tattrs : rrv.setTransientAttribute ( n , a )
return rrv
@@ -100,7 +99,7 @@ def _rrv_reduce ( rrv ) :
has_max = rrv.hasMax ()
## constructor arguments
- if has_min and has_max :
+ if has_min and has_max :
args = name , title , value , rrv.getMin () , rrv.getMax () , rrv.getUnit ()
elif has_min :
args = name , title , value , rrv.getMin () , ROOT.RooNumber.infinity () , rrv.getUnit ()
@@ -112,12 +111,12 @@ def _rrv_reduce ( rrv ) :
## errors
if rrv.hasAsymError () :
errors = rrv.getAsymErrorLo () , rrv.getAsymErrorHi ()
- elif rrv.hasError () :
+ elif rrv.hasError () :
errors = rrv.getError() ,
else :
errors = ()
- ## binings
+ ## binnings
binnings = tuple ( rrv.getBinning ( n , False ) for n in rrv.getBinningNames () )
@@ -143,7 +142,6 @@ def _rrv_reduce ( rrv ) :
ROOT.RooRealVar.__reduce__ = _rrv_reduce
-
# =============================================================================
## Reduce RooConstVar
# @see RooConstVar
@@ -162,7 +160,7 @@ def _rconst_reduce ( var ) :
## reduce RooLinearVar
# @see RooLinearVar
def _rlinv_reduce ( var ) :
- """Reduce `RooLinearVar`
+ """ Reduce `RooLinearVar`
- see `ROOT.RooLinearVar`
"""
return root_factory , ( type ( var ) ,
@@ -179,7 +177,7 @@ def _rlinv_reduce ( var ) :
## factory for RooCategory objects
# @see RooCategory
def _rcat_factory_ ( klass , name , title , index , items ) :
- """factory for `ROOT.RooCategory` objects
+ """ Factory for `ROOT.RooCategory` objects
- see `ROOT.RooCategory`
"""
cat = klass ( name , title )
@@ -191,7 +189,7 @@ def _rcat_factory_ ( klass , name , title , index , items ) :
## reduce RooCategory instance
# @see RooCategory
def _rcat_reduce_ ( cat ) :
- """reduce RooCategory instance
+ """ Reduce RooCategory instance
- see `ROOT.RooCategory`
"""
items = tuple ( (l,i) for (l,i) in cat.items() )
@@ -205,7 +203,7 @@ def _rcat_reduce_ ( cat ) :
# @see RooFormualVar
# @see Ostap::FormualVar
def _rfv_factory ( klass , args , vars ) :
- """Factory for unpickling of `RooFormulaVar` and `Ostap.FormulaVar`
+ """ Factory for unpickling of `RooFormulaVar` and `Ostap.FormulaVar`
- see ROOT.RooFormulaVar
- see Ostap.FormualVar
"""
@@ -228,7 +226,7 @@ def _rfv_factory ( klass , args , vars ) :
# @see RooFormulaVar
# @see Ostap::FormulaVar
def _rfv_reduce ( rfv ) :
- """Reduce `RooFormulaVar` and `Ostap::FormulaVar` for pickling
+ """ Reduce `RooFormulaVar` and `Ostap.FormulaVar` for pickling
- see RooFormulaVar
- see Ostap.FormulaVar
"""
@@ -244,15 +242,16 @@ def _rfv_reduce ( rfv ) :
return _rfv_factory , ( type ( rfv ) , args , vars )
-
-if (6,22) <= root_info : ROOT.RooFormulaVar.__reduce__ = _rfv_reduce
-else : Ostap.FormulaVar.__reduce__ = _rfv_reduce
+# =============================================================================
+if ( 6 , 22 ) <= root_info : ROOT.RooFormulaVar.__reduce__ = _rfv_reduce
+else : Ostap.FormulaVar.__reduce__ = _rfv_reduce
+# =============================================================================
# =============================================================================
## unpickle RooUniformBinning object
# @see RooUniformBinnig
def _rub_factory ( *args ) :
- """unpickle RooUniformBinning object
+ """ Unpickle RooUniformBinning object
-see ROOT.RooUniformBinnig
"""
return ROOT.RooUniformBinning ( *args )
@@ -261,12 +260,12 @@ def _rub_factory ( *args ) :
## reduce uniform binning scheme
# @see RoUniformBinnig
def _rub_reduce_ ( rub ) :
- """Reduce RooUniformBininkg Object
+ """ Reduce RooUniformBininkg Object
- see ROOT.RooUniformBinning
"""
nbins = rub.numBoundaries()
if nbins : nbins -= 1
- content = rub.lowBound () , rub.highBound(), nbins , rub.GetName()
+ content = rub.lowBound () , rub.highBound() , nbins , rub.GetName()
return _rub_factory, content
@@ -274,7 +273,7 @@ def _rub_reduce_ ( rub ) :
## unpickle RooBinning object
# @see RooBinnig
def _rb_factory ( data , name ) :
- """unpickle RooBinning object
+ """ Unpickle RooBinning object
-see ROOT.RooUniformBinnig
"""
return ROOT.RooBinning ( len ( data ) - 1 , data [ 0 ] , name )
@@ -282,14 +281,14 @@ def _rb_factory ( data , name ) :
## reduce RooBinning object
# @see RooBinning
def _rb_reduce_ ( rb ) :
- """Reduce RooBinning object
+ """ Reduce RooBinning object
- see ROOT.RooBinning
"""
if rb.isUniform() : return _rub_reduce_ ( rb )
nb = rb.numBoundaries()
ab = rb.array ()
- data = array.array ( 'd' , [ 1.0 * ab[i] for i in range ( nb ) ] )
+ data = array.array ( 'd' , [ 1.0 * ab [ i ] for i in range ( nb ) ] )
content = data, rb.GetName()
return _rb_factory, content
@@ -298,36 +297,39 @@ def _rb_reduce_ ( rb ) :
## unpickle RooRangeBinning object
# @see RooRangeBinnig
def _rrb_factory ( low , high , name ) :
- """unpickle RooRangeBinning object"""
+ """ Unpickle RooRangeBinning object"""
return ROOT.RooRangeBinning( low , high , name )
# ============================================================================
## reduce RooRangeBinnig object
# @see RooRangeBinnig
def _rrb_reduce_ ( rrb ) :
- """Reduce RooRangeBinnig object"""
+ """ Reduce RooRangeBinnig object"""
return _rrb_factory , ( rrb.lowBound() , rrb.highBound() , rrb.GetName() )
ROOT.RooBinning .__reduce__ = _rb_reduce_
ROOT.RooUniformBinning.__reduce__ = _rub_reduce_
ROOT.RooRangeBinning .__reduce__ = _rrb_reduce_
+# =============================================================================
if not hasattr ( ROOT.RooGaussian , 'getX' ) :
def _rgau_x_ ( pdf ) :
- """Get x-observable"""
+ """ Get x-observable"""
return Ostap.MoreRooFit.getX ( pdf )
ROOT.RooGaussian.getX = _rgau_x_
_new_methods_ += [ ROOT.RooGaussian.getX ]
+# =============================================================================
if not hasattr ( ROOT.RooGaussian , 'getMean' ) :
def _rgau_mean_ ( pdf ) :
- """Get x-observable"""
+ """ Get x-observable"""
return Ostap.MoreRooFit.getMean ( pdf )
ROOT.RooGaussian.getMean = _rgau_mean_
_new_methods_ += [ ROOT.RooGaussian.getMean ]
+# =============================================================================
if not hasattr ( ROOT.RooGaussian , 'getSigma' ) :
def _rgau_sigma_ ( pdf ) :
- """Get sigma"""
+ """ Get sigma"""
return Ostap.MoreRooFit.getSigma ( pdf )
ROOT.RooGaussian.getSigma = _rgau_sigma_
_new_methods_ += [ ROOT.RooGaussian.getSigma ]
@@ -335,7 +337,7 @@ def _rgau_sigma_ ( pdf ) :
# ==========================================================================--
## reduce RooGaussian object
def _rgau_reduce_ ( pdf ) :
- """Reduce `RooGaussian` object"""
+ """ Reduce `RooGaussian` object"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -345,17 +347,18 @@ def _rgau_reduce_ ( pdf ) :
ROOT.RooGaussian.__reduce__ = _rgau_reduce_
-
+# =============================================================================
if not hasattr ( ROOT.RooMultiVarGaussian , 'observables' ) :
def _rmvgau_observables_ ( pdf ) :
- """Get observables"""
+ """ Get observables"""
return Ostap.MoreRooFit.observables( pdf )
ROOT.RooMultiVarGaussian.observables = _rmvgau_observables_
_new_methods_ += [ ROOT.RooMultiVarGaussian.observables ]
+# =============================================================================
if not hasattr ( ROOT.RooMultiVarGaussian , 'mu_vec' ) :
def _rmvgau_mu_vec_ ( pdf ) :
- """Get mu-vec"""
+ """ Get mu-vec"""
return Ostap.MoreRooFit.mu_vec ( pdf )
ROOT.RooMultiVarGaussian.mu_vec = _rmvgau_mu_vec_
_new_methods_ += [ ROOT.RooMultiVarGaussian.mu_vec ]
@@ -364,28 +367,28 @@ def _rmvgau_mu_vec_ ( pdf ) :
## deserialize RooMultiVarGaussian object
# @see RooMultiVarGaussian
def _rmvgau_factory_ ( klass , *args ) :
- """Deserialize `ROOT.RooMultiVarGaussian`
+ """ Deserialize `ROOT.RooMultiVarGaussian`
- see `ROOT.RooMultiVarGaussian`
"""
- if 5 != len ( args ) : raise pickle.UnpicklingError("RooMultiVarGaussian: ivalid record length!")
+ if 5 != len ( args ) : raise UnpicklingError("RooMultiVarGaussian: ivalid record length!")
muvec = args [3]
covm = args [4]
N = len ( muvec )
- if N * N != len ( covm ) : raise pickle.UnpicklingError("RooMultiVarGaussian: cannot reconstruct covmatrix")
+ if N * N != len ( covm ) : raise UnpicklingError("RooMultiVarGaussian: cannot reconstruct covmatrix")
muvec = ROOT.TVectorD ( N , muvec )
covm = ROOT.TMatrixDSym ( N , covm )
- newargs = args [:3] + ( muvec, covm )
+ newargs = args [ : 3 ] + ( muvec, covm )
return root_store_factory ( klass , *newargs )
# ==========================================================================--
## reduce RooMultiVarGaussian object
def _rmvgau_reduce_ ( pdf ) :
- """Reduce `RooMultiVarGaussian` object"""
+ """ Reduce `RooMultiVarGaussian` object"""
return _rmvgau_factory_ , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -395,7 +398,6 @@ def _rmvgau_reduce_ ( pdf ) :
ROOT.RooMultiVarGaussian.__reduce__ = _rmvgau_reduce_
-
# ==========================================================================--
## Get the original fractions from the RooAddPdf
# @code
@@ -420,7 +422,7 @@ def _raddpdf_fractions ( radd ) :
# ==========================================================================--
## reduce RooAddPdf object
def _raddpdf_reduce_ ( pdf ) :
- """Reduce `RooAddPdf` object"""
+ """ Reduce `RooAddPdf` object"""
content = type ( pdf ) , pdf.name , pdf.title , pdf.pdfList()
pars = pdf.coefList ()
if 1 <= len ( pars ) :
@@ -433,7 +435,7 @@ def _raddpdf_reduce_ ( pdf ) :
## Is this RooProdPdf object conditional ?
# @see RooProdPdf
def _rprodpdf_cond_ ( pdf ) :
- """Is this `RooProdPdf` object conditional ?
+ """ Is this `RooProdPdf` object conditional ?
- see `ROOT.RooProdPdf`
"""
for p in pdf.pdfList() :
@@ -449,12 +451,10 @@ def _rprodpdf_cond_ ( pdf ) :
## reduce RooProdPdf
# @see RooProdPdf
def _rprodpdf_reduce_ ( pdf ) :
- """Reduce `ROOT.RooProdPdf`
+ """ Reduce `ROOT.RooProdPdf`
- see `ROOT.RooProdPdf`
"""
- if pdf.conditional () :
- import pickle
- raise pickle.PicklingError("RooProdPdf is conditional (cannot be picked)")
+ if pdf.conditional () : raise PicklingError("RooProdPdf is conditional (cannot be pickled)")
content = type ( pdf ) , pdf.name , pdf.title , pdf.pdfList()
return root_store_factory , content
@@ -465,7 +465,7 @@ def _rprodpdf_reduce_ ( pdf ) :
## Factory for RooFFTConfPdf
# @see RooFFTConfPdf
def _rfft_factory_ ( klass , args , params ) :
- """Factory for `ROOT.RooFFTConvPdf`
+ """ Factory for `ROOT.RooFFTConvPdf`
- see `ROOT.RooFFTConvPdf`
"""
pdf = klass ( *args )
@@ -499,7 +499,7 @@ def _rfft_reduce_ ( pdf ) :
## Factory for RooSimultaneous
# @see RooSimultaneous
def _rsim_factory_ ( klass , args , catlst ) :
- """Factory for `ROOT.RooSimultaneous`
+ """ Factory for `ROOT.RooSimultaneous`
- see `ROOT.Simultaneous`
"""
pdf = klass ( *args )
@@ -512,8 +512,8 @@ def _rsim_factory_ ( klass , args , catlst ) :
## Reduce RooSimultaneous object
# @see RooSimultaneous
def _rsim_reduce_ ( pdf ) :
- """Reduce RooSimultaneous object
- -see RooSimultaneous
+ """ Reduce `RooSimultaneous` object
+ -see `RooSimultaneous`
"""
cat = pdf.indexCat()
labels = cat.labels()
@@ -528,7 +528,7 @@ def _rsim_reduce_ ( pdf ) :
# @see RooEfficiency
# @see Ostap::MorERooFit::get_eff
def _reff_efficiency_ ( pdf ) :
- """Access to underlying efficiency function from RooEfficiency
+ """ Access to underlying efficiency function from RooEfficiency
- see `ROOT.RooEfficiency`
- see `Ostap.MoreRooFit.get_eff`
"""
@@ -539,7 +539,7 @@ def _reff_efficiency_ ( pdf ) :
# @see RooEfficiency
# @see Ostap::MorERooFit::get_cat
def _reff_category_ ( pdf ) :
- """Access to underlying accept/reject category from RooEfficiency
+ """ Access to underlying accept/reject category from `RooEfficiency`
- see `ROOT.RooEfficiency`
- see `Ostap.MoreRooFit.get_cat`
"""
@@ -550,7 +550,7 @@ def _reff_category_ ( pdf ) :
# @see RooEfficiency
# @see Ostap::MorERooFit::get_acc
def _reff_accept_ ( pdf ) :
- """Access to accept category from RooEfficiency
+ """ Access to accept category `from RooEfficiency`
- see `ROOT.RooEfficiency`
- see `Ostap.MoreRooFit.get_acc`
"""
@@ -570,7 +570,7 @@ def _reff_accept_ ( pdf ) :
## reduce RooEfficiency
# @see RooEfficiency
def _reff_reduce_ ( pdf ) :
- """Reduce `ROOT.RooEfficiency`
+ """ Reduce `ROOT.RooEfficiency`
- see `ROOT.RooEfficiency`
"""
return root_store_factory , ( type ( pdf ) ,
@@ -587,7 +587,7 @@ def _reff_reduce_ ( pdf ) :
# @see RooPolyVar
# @see RooPolynomial
def _rpv_coefficients_ ( var ) :
- """Get the list of coefficients from `ROOT.RooPolyVar` & `ROOT.RooPolynomial` &
+ """ Get the list of coefficients from `ROOT.RooPolyVar` & `ROOT.RooPolynomial` &
- see `ROOT.RooPolyVar`
- see `ROOT.RooPolynomial`
"""
@@ -597,7 +597,7 @@ def _rpv_coefficients_ ( var ) :
# @see RooPolyVar
# @see RooPolynomial
def _rpv_variable_ ( var ) :
- """Get the variable from `ROOT.RooPolyVar` & `ROOT.RooPolynomial` &
+ """ Get the variable from `ROOT.RooPolyVar` & `ROOT.RooPolynomial` &
- see `ROOT.RooPolyVar`
- see `ROOT.RooPolynomial`
"""
@@ -607,14 +607,13 @@ def _rpv_variable_ ( var ) :
# @see RooPolyVar
# @see RooPolynomial
def _rpv_lowest_order_ ( var ) :
- """Get the lowest order from `ROOT.RooPolyVar` & `ROOT.RooPolynomial` &
+ """ Get the lowest order from `ROOT.RooPolyVar` & `ROOT.RooPolynomial` &
- see `ROOT.RooPolyVar`
- see `ROOT.RooPolynomial`
"""
return Ostap.MoreRooFit.lowest_order( var )
-
ROOT.RooPolyVar . coefficients = _rpv_coefficients_
ROOT.RooPolynomial. coefficients = _rpv_coefficients_
ROOT.RooPolyVar . get_variable = _rpv_variable_
@@ -637,7 +636,7 @@ def _rpv_lowest_order_ ( var ) :
# @see RooPolyVar
# @see RooPolynomial
def _rpv_reduce_ ( var ) :
- """Reduce `ROOT.RooPolyVar` & `ROOT.RooPolynomial`
+ """ Reduce `ROOT.RooPolyVar` & `ROOT.RooPolynomial`
- see `ROOT.RooPolyVar`
- see `ROOT.RooPolynomial`
"""
@@ -657,7 +656,7 @@ def _rpv_reduce_ ( var ) :
# @see RooFitResult
# @see Ostap::Utils::FitResults
def _rrfr_factory_ ( klass , *args ) :
- """Deserialize RooFitResult
+ """ Deserialize RooFitResult
- see `ROOT.RooFitResult`
- see `Ostap.Utils.FitResults`
"""
@@ -667,15 +666,13 @@ def _rrfr_factory_ ( klass , *args ) :
covargs = args [ 10 ] ## covariance related arguments
history = args [ 11 ] ## the last argument, history
- import pickle
-
if 3 == len ( covargs ) :
gcc , corm , covm = covargs
D = len ( gcc )
- if D * D != len ( corm ) : raise pickle.UnpicklingError("FitResult(1): cannot reconstruct cormatrix")
- if D * D != len ( covm ) : raise pickle.UnpicklingError("FitResult(1): cannot reconstruct covmatrix")
+ if D * D != len ( corm ) : raise UnpicklingError("FitResult(1): cannot reconstruct cormatrix")
+ if D * D != len ( covm ) : raise UnpicklingError("FitResult(1): cannot reconstruct covmatrix")
gcc = doubles ( gcc )
corm = ROOT.TMatrixDSym ( D , corm )
@@ -689,8 +686,7 @@ def _rrfr_factory_ ( klass , *args ) :
l2 = len ( covm )
D = int ( math.sqrt ( l2 ) )
- if D * D != l2 :
- raise pickle.UnpicklingError("FitResult(2): cannot reconstruct covmatrix")
+ if D * D != l2 : raise UnpicklingError("FitResult(2): cannot reconstruct covmatrix")
covm = ROOT.TMatrixDSym ( D , covm )
newargs += covm ,
@@ -728,7 +724,7 @@ def _rrfr_reduce_ ( res ) :
else :
covargs = array.array ( 'd' , covm )
- history = tuple ( ( nr.statusLabelHistory(i) ,nr.statusCodeHistory(i) ) \
+ history = tuple ( ( nr.statusLabelHistory ( i ) ,nr.statusCodeHistory ( i ) ) \
for i in range ( nr.numStatusHistory () ) )
content += covargs , history
@@ -740,7 +736,7 @@ def _rrfr_reduce_ ( res ) :
# =============================================================================
## reconstruct/deserialize RooPlot object
def _rplot_factory_ ( klass , xmin , xmax , ymin , ymax , items ) :
- """Reconstruct/deserialize `ROOT.RooPlot` object
+ """ Reconstruct/deserialize `ROOT.RooPlot` object
"""
plot = klass ( xmin , xmax )
plot.SetMinimum ( ymin )
@@ -757,11 +753,10 @@ def _rplot_factory_ ( klass , xmin , xmax , ymin , ymax , items ) :
plot.__store = items ## ATTENTION!! keep the items!
return plot
-
# =============================================================================
## reduce RooPlot object
def _rplot_reduce_ ( plot ) :
- """Reduce `ROOT.RooPlot` object"""
+ """ Reduce `ROOT.RooPlot` object"""
return _rplot_factory_ , ( type ( plot ) ,
plot.GetXaxis().GetXmin() ,
plot.GetXaxis().GetXmax() ,
@@ -777,14 +772,14 @@ def _rplot_reduce_ ( plot ) :
# @see RooPlotable
# @see TGraph
def _rcurv_factory_ ( klass , *args ) :
- """Reconstruct/deserialize/unpickle `ROOT.RooCurve` object
+ """ Reconstruct/deserialize/unpickle `ROOT.RooCurve` object
-see `ROOT.RooCurve`
-see `ROOT.RooPlotable`
-see `ROOT.TGraph`
"""
graph = GR.graph_factory ( klass , *args [:-1] )
##
- rplotatts = args[-1]
+ rplotatts = args [ -1 ]
graph.setYAxisLabel ( rplotatts [0 ] )
graph.setYAxisLimits ( *rplotatts [1:] )
##
@@ -794,7 +789,7 @@ def _rcurv_factory_ ( klass , *args ) :
## Reduce/serialize/pickle simple TGraph object
# @see ROOT.TGraph
def _rcurv_reduce_ ( graph ) :
- """Reduce/serialize/pickle simple `ROOT.RooCurve` object\
+ """ Reduce/serialize/pickle simple `ROOT.RooCurve` object\
- see `ROOT.RooCurve`
- see `ROOT.RooEllipse`
- see `ROOT.RooPlotable`
@@ -813,7 +808,7 @@ def _rcurv_reduce_ ( graph ) :
# @see RooPlotable
# @see TGraphAsymmErrors
def _rhist_factory_ ( klass , *args ) :
- """Reconstruct/deserialize/unpickle `ROOT.RooHist` object
+ """ Reconstruct/deserialize/unpickle `ROOT.RooHist` object
-see `ROOT.RooHist`
-see `ROOT.RooPlotable`
-see `ROOT.TGraphAsymmErrors`
@@ -837,7 +832,7 @@ def _rhist_factory_ ( klass , *args ) :
# @see ROOT.RooHist
# @see ROOT.TGraphAsymmErorrs
def _rhist_reduce_ ( graph ) :
- """Reduce/serialize/pickle simple `ROOT.RooHist` object
+ """ Reduce/serialize/pickle simple `ROOT.RooHist` object
- see `ROOT.RooHist`
- see `ROOT.TGraphAsymmErrors`
"""
@@ -857,7 +852,7 @@ def _rhist_reduce_ ( graph ) :
## Reduce Ostap::MoreRooFit::TwoVars objects
# @see Ostap::MoreRooFit.TwoVars
def _r2v_reduce ( var ) :
- """Reduce `Ostap::MoreRooFit::TwoVars` objects
+ """ Reduce `Ostap.MoreRooFit.TwoVars` objects
- see Ostap.MoreRooFit.TwoVars
"""
return root_store_factory , ( type ( var ) , var.name , var.title , var.x() , var.y() )
@@ -868,7 +863,7 @@ def _r2v_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Addition objects
# @see Ostap::MoreRooFit.Addition
def _radd1_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Addition` objects
+ """ Reduce `Ostap.MoreRooFit.Addition` objects
- see Ostap.MoreRooFit.Addition
"""
content = type ( var ) , var.name , var.title , var.x () , var.y ()
@@ -878,7 +873,7 @@ def _radd1_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Addition2 objects
# @see Ostap::MoreRooFit.Addition3
def _radd2_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Addition2` objects
+ """ Reduce `Ostap.MoreRooFit.Addition2` objects
- see Ostap.MoreRooFit.Addition2
"""
content = type ( var ) , var.name , var.title , var.x () , var.y () , var.c1 () , var.c2 ()
@@ -888,7 +883,7 @@ def _radd2_reduce ( var ) :
## reduce Ostap::MoreRooFit::Id object
# @see Ostap.MoreRooFit::Id
def _rid_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Id` object
+ """ Reduce `Ostap.MoreRooFit.Id` object
- see Ostap.MoreRooFit.Id
"""
return root_store_factory , ( type ( var ) ,
@@ -896,12 +891,11 @@ def _rid_reduce ( var ) :
var.title ,
var.x () )
-
# =============================================================================
## reduce Ostap::MoreRooFit::ABC object
# @see Ostap.MoreRooFit::ABC
def _rabc_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.ABC` object
+ """ Reduce `Ostap.MoreRooFit.ABC` object
- see Ostap.MoreRooFit.ABC
"""
vvars = var.vars()
@@ -912,12 +906,11 @@ def _rabc_reduce ( var ) :
vvars [ 1 ] ,
vvars [ 2 ] )
-
# =============================================================================
## reduce Ostap::MoreRooFit::Clamp object
# @see Ostap.MoreRooFit::Clamp
def _rclamp_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Clamp` object
+ """ Reduce `Ostap.MoreRooFit.Clamp` object
- see Ostap.MoreRooFit.Clamp
"""
return root_store_factory , ( type ( var ) ,
@@ -931,7 +924,7 @@ def _rclamp_reduce ( var ) :
## reduce Ostap::MoreRooFit::AddDeps object
# @see Ostap.MoreRooFit::AddDeps
def _radddep_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.AddDeps` object
+ """ Reduce `Ostap.MoreRooFit.AddDeps` object
- see Ostap.MoreRooFit.AddDeps
"""
return root_store_factory , ( type ( var ) ,
@@ -941,7 +934,6 @@ def _radddep_reduce ( var ) :
var.vlst() )
-
Ostap.MoreRooFit.Addition .__reduce__ = _radd1_reduce
Ostap.MoreRooFit.Addition2 .__reduce__ = _radd2_reduce
@@ -960,7 +952,7 @@ def _radddep_reduce ( var ) :
# @see Ostap.MoreRooFit::Minimal
# @see Ostap.MoreRooFit::Maximal
def _romrfm_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Minimal/Maximal` object
+ """ Reduce `Ostap.MoreRooFit.Minimal/Maximal` object
- see `Ostap.MoreRooFit.Minimal`
- see `Ostap.MoreRooFit.Maximal`
"""
@@ -976,7 +968,7 @@ def _romrfm_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Combination objects
# @see Ostap::MoreRooFit.Combination
def _rcomb_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Combination` objects
+ """ Reduce `Ostap.MoreRooFit.Combination` objects
- see Ostap.MoreRooFit.Combination
"""
return root_store_factory , ( type ( var ) ,
@@ -994,7 +986,7 @@ def _rcomb_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Asymmetry objects
# @see Ostap::MoreRooFit.Asymmetry
def _rasym_reduce ( var ) :
- """Reduce `Ostap::MoreRooFit::Asymmetry` objects
+ """ Reduce `Ostap.MoreRooFit.Asymmetry` objects
- see Ostap.MoreRooFit.Asymmetry
"""
return root_store_factory , ( type ( var ) ,
@@ -1021,7 +1013,7 @@ def _rconst2_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Bernstein object
# @see Ostap::MoreRooDit::Bernstein
def _rbern_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Bernstein` object
+ """ Reduce `Ostap.MoreRooFit.Bernstein` object
- see Ostap.MoreRooDit.Bernstein
"""
return root_store_factory , ( type ( var ) ,
@@ -1038,7 +1030,7 @@ def _rbern_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Monotonic object
# @see Ostap::MoreRooDit::Monotonic
def _rmono_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Monotonic` object
+ """ Reduce `Ostap.MoreRooFit.Monotonic` object
- see Ostap.MoreRooDit.Monotonic
"""
return root_store_factory , ( type ( var ) ,
@@ -1058,7 +1050,7 @@ def _rmono_reduce ( var ) :
## Reduce Ostap::MoreRooFit::Convex object
# @see Ostap::MoreRooDit::Monotonic
def _rconv1_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.Monotonic` object
+ """ Reduce `Ostap.MoreRooFit.Monotonic` object
- see Ostap.MoreRooDit.Monotonic
"""
return root_store_factory , ( type ( var ) ,
@@ -1079,7 +1071,7 @@ def _rconv1_reduce ( var ) :
## Reduce Ostap::MoreRooFit::ConvexOnly object
# @see Ostap::MoreRooDit::ConvexOnly
def _rconv2_reduce ( var ) :
- """Reduce `Ostap.MoreRooFit.ConvexOnly` object
+ """ Reduce `Ostap.MoreRooFit.ConvexOnly` object
- see Ostap.MoreRooDit.ConvexOnly
"""
return root_store_factory , ( type ( var ) ,
@@ -1099,7 +1091,7 @@ def _rconv2_reduce ( var ) :
## unpickle Ostap::MoreRooFit::BSpline objects
# @see Ostap::MoreRooFit::BSpline
def _rbspl_factory ( klass , name , title , xvar , knots , pars ) :
- """unpickle `Ostap.MoreRooFit.BSpline` objects
+ """ Unpickle `Ostap.MoreRooFit.BSpline` objects
- see Ostap.MoreRooFit.BSpline
"""
plst = ROOT.RooArgList()
@@ -1114,7 +1106,7 @@ def _rbspl_factory ( klass , name , title , xvar , knots , pars ) :
## Reduce Ostap::MoreRooFit::BSpline object
# @see Ostap::MoreRooDit::BSpline
def _rbspl_reduce ( spl ) :
- """Reduce `Ostap.MoreRooFit.BSpline` object
+ """ Reduce `Ostap.MoreRooFit.BSpline` object
- see Ostap.MoreRooDit.BSpline
"""
return _rbspl_factory, ( type ( spl ) ,
@@ -1130,7 +1122,7 @@ def _rbspl_reduce ( spl ) :
## reduce Ostap::Models::Uniform object
# @see Ostap::Models.Uniform
def _runi_reduce_ ( uni ) :
- """reduce Ostap::Models::Uniform object
+ """ Reduce `Ostap.Models.Uniform` object
- see Ostap::Models.Uniform
"""
tail = ()
@@ -1150,7 +1142,7 @@ def _runi_reduce_ ( uni ) :
## reduce Ostap::MoreRooFit::Histo1D
# @see Ostap::MoreRooFit::Histo1D
def _rmrfh_reduce_ ( h1d ) :
- """ reduce Ostap.MoreRooFit.Histo1D
+ """ Reduce `Ostap.MoreRooFit.Histo1D`
-see `Ostap.MoreRooFit.Histo1D`
"""
return root_store_factory , ( type ( h1d ) ,
@@ -1164,7 +1156,7 @@ def _rmrfh_reduce_ ( h1d ) :
# =============================================================================
## reduce BreitWigner
def _rbw_reduce_ ( pdf ):
- """Reduce BreitWigner"""
+ """ Reduce BreitWigner"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1192,7 +1184,7 @@ def _rbwmc_reduce_ ( pdf ):
# =============================================================================
## reduce BWI
def _rbwi_reduce_ ( pdf ):
- """Reduce BWI"""
+ """ Reduce BWI"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1207,7 +1199,7 @@ def _rbwi_reduce_ ( pdf ):
# =============================================================================
## reduce Flatte
def _rflatte_reduce_ ( pdf ):
- """Reduce Flatte"""
+ """ Reduce Flatte"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1271,7 +1263,7 @@ def _rbwps_reduce_ ( pdf ):
# =============================================================================
## reduce BW3L
def _rbw3l_reduce_ ( pdf ):
- """Reduce BW3L"""
+ """ Reduce BW3L"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1286,7 +1278,7 @@ def _rbw3l_reduce_ ( pdf ):
# =============================================================================
## reduce Voigt
def _rvoigt_reduce_ ( pdf ):
- """Reduce Voigt"""
+ """ Reduce Voigt"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1301,7 +1293,7 @@ def _rvoigt_reduce_ ( pdf ):
# =============================================================================
## reduce CrystalBall
def _rcb_reduce_ ( pdf ):
- """Reduce CristalBall"""
+ """ Reduce CristalBall"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1317,7 +1309,7 @@ def _rcb_reduce_ ( pdf ):
# =============================================================================
## reduce CrystalBallDS
def _rcb2_reduce_ ( pdf ):
- """Reduce CristalBallDS"""
+ """ Reduce CristalBallDS"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1334,7 +1326,7 @@ def _rcb2_reduce_ ( pdf ):
# =============================================================================
## reduce Needham
def _rneedham_reduce_ ( pdf ):
- """Reduce Needham"""
+ """ Reduce Needham"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1350,7 +1342,7 @@ def _rneedham_reduce_ ( pdf ):
# =============================================================================
## reduce Apollonious
def _rapo_reduce_ ( pdf ):
- """Reduce Apollonios"""
+ """ Reduce Apollonios"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1381,7 +1373,7 @@ def _rapo2_reduce_ ( pdf ):
# =============================================================================
## reduce BifurcatedGauss
def _rgbf_reduce_ ( pdf ):
- """Reduce BifurcatedGauss"""
+ """ Reduce BifurcatedGauss"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1396,7 +1388,7 @@ def _rgbf_reduce_ ( pdf ):
# =============================================================================
## reduce GenGaussV1
def _rggv1_reduce_ ( pdf ):
- """Reduce GenGaussV1"""
+ """ Reduce GenGaussV1"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1411,7 +1403,7 @@ def _rggv1_reduce_ ( pdf ):
# =============================================================================
## reduce GenGaussV2
def _rggv2_reduce_ ( pdf ):
- """Reduce GenGaussV2"""
+ """ Reduce GenGaussV2"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1425,7 +1417,7 @@ def _rggv2_reduce_ ( pdf ):
# =============================================================================
## reduce SkewGauss
def _rskg_reduce_ ( pdf ):
- """Reduce SkewGauss"""
+ """ Reduce SkewGauss"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1455,7 +1447,7 @@ def _rexg_reduce_ ( pdf ):
# =============================================================================
## reduce Bukin2
def _rbk2_reduce_ ( pdf ):
- """Reduce Bukin2"""
+ """ Reduce Bukin2"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1487,7 +1479,7 @@ def _rnl_reduce_ ( pdf ):
# =============================================================================
## reduce Novosibirsk
def _rnovo_reduce_ ( pdf ):
- """Reduce Novisibirsk"""
+ """ Reduce Novisibirsk"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1501,7 +1493,7 @@ def _rnovo_reduce_ ( pdf ):
# =============================================================================
## reduce Bukin
def _rbukin_reduce_ ( pdf ):
- """Reduce Bukin"""
+ """ Reduce Bukin"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1532,7 +1524,7 @@ def _rstt_reduce_ ( pdf ):
# =============================================================================
## reduce BifurcatedStudentT
def _rbstt_reduce_ ( pdf ):
- """Reduce BifurcatedStudentT"""
+ """ Reduce BifurcatedStudentT"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1548,7 +1540,7 @@ def _rbstt_reduce_ ( pdf ):
# =============================================================================
## reduce PearsonIV
def _rp4_reduce_ ( pdf ):
- """Reduce PearsonIV"""
+ """ Reduce PearsonIV"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1563,7 +1555,7 @@ def _rp4_reduce_ ( pdf ):
# =============================================================================
## reduce SkewGenT
def _rsgt_reduce_ ( pdf ):
- """Reduce SkewGenT"""
+ """ Reduce SkewGenT"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1579,7 +1571,7 @@ def _rsgt_reduce_ ( pdf ):
# =============================================================================
## reduce SkewGenError
def _rsge_reduce_ ( pdf ):
- """Reduce SkewGenError"""
+ """ Reduce SkewGenError"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1594,7 +1586,7 @@ def _rsge_reduce_ ( pdf ):
# =============================================================================
## reduce GramCharlierA
def _rgca_reduce_ ( pdf ):
- """Reduce GramCharlierA"""
+ """ Reduce GramCharlierA"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1609,7 +1601,7 @@ def _rgca_reduce_ ( pdf ):
# =============================================================================
## reduce PhaseSpace2
def _rps2_reduce_ ( pdf ):
- """Reduce PhaseSpace2"""
+ """ Reduce PhaseSpace2"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1637,7 +1629,7 @@ def _rpsl_reduce_ ( pdf ):
# =============================================================================
## reduce PhaseSpaceRight
def _rpsr_reduce_ ( pdf ):
- """Reduce PhaseSpaceRight"""
+ """ Reduce PhaseSpaceRight"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1652,7 +1644,7 @@ def _rpsr_reduce_ ( pdf ):
# =============================================================================
## reduce PhaseSpaceNL
def _rpsnl_reduce_ ( pdf ):
- """Reduce PhaseSpaceNL"""
+ """ Reduce PhaseSpaceNL"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1681,7 +1673,7 @@ def _rpspol_reduce_ ( pdf ):
# =============================================================================
## reduce PhaseSpaceLeftExpoPol
def _rpslepol_reduce_ ( pdf ):
- """Reduce PhaseSpaceLeftExpoPol"""
+ """ Reduce PhaseSpaceLeftExpoPol"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1714,7 +1706,7 @@ def _rpolpos_reduce_ ( pdf ):
# =============================================================================
## reduce PolyPositiveEven
def _rpolpose_reduce_ ( pdf ):
- """Reduce PolyPositiveEven"""
+ """ Reduce PolyPositiveEven"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1728,7 +1720,7 @@ def _rpolpose_reduce_ ( pdf ):
# =============================================================================
## reduce PolyMonotonic
def _rpolmon_reduce_ ( pdf ):
- """Reduce PolyMonotonic"""
+ """ Reduce PolyMonotonic"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1743,7 +1735,7 @@ def _rpolmon_reduce_ ( pdf ):
# =============================================================================
## reduce PolyConvex
def _rpolcon_reduce_ ( pdf ):
- """Reduce PolyConvex"""
+ """ Reduce PolyConvex"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1759,7 +1751,7 @@ def _rpolcon_reduce_ ( pdf ):
# =============================================================================
## reduce PolyConvexOnly
def _rpolcono_reduce_ ( pdf ):
- """Reduce PolyConvexOnly"""
+ """ Reduce PolyConvexOnly"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1774,7 +1766,7 @@ def _rpolcono_reduce_ ( pdf ):
# =============================================================================
## reduce ExpoPositive
def _rexppos_reduce_ ( pdf ):
- """Reduce ExpoPoisitive"""
+ """ Reduce ExpoPoisitive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1789,7 +1781,7 @@ def _rexppos_reduce_ ( pdf ):
# =============================================================================
## reduce PolySigmoid
def _rpolsigm_reduce_ ( pdf ):
- """Reduce PoLySigmoid"""
+ """ Reduce PoLySigmoid"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1805,7 +1797,7 @@ def _rpolsigm_reduce_ ( pdf ):
# =============================================================================
## reduce TwoExpoPositive
def _r2exppos_reduce_ ( pdf ):
- """Reduce TwoExpoPositive"""
+ """ Reduce TwoExpoPositive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1822,7 +1814,7 @@ def _r2exppos_reduce_ ( pdf ):
# =============================================================================
## reduce GammaDist
def _rgamdist_reduce_ ( pdf ):
- """Reduce GammaDist"""
+ """ Reduce GammaDist"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1837,7 +1829,7 @@ def _rgamdist_reduce_ ( pdf ):
# =============================================================================
## reduce GenGammaDist
def _rggamdist_reduce_ ( pdf ):
- """Reduce GenGammaDist"""
+ """ Reduce GenGammaDist"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1852,7 +1844,7 @@ def _rggamdist_reduce_ ( pdf ):
# =============================================================================
## reduce Amoroso
def _ramoroso_reduce_ ( pdf ):
- """Reduce Amoroso"""
+ """ Reduce Amoroso"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1867,7 +1859,7 @@ def _ramoroso_reduce_ ( pdf ):
# =============================================================================
## reduce LogGamma
def _rloggam_reduce_ ( pdf ):
- """Reduce LogGamma"""
+ """ Reduce LogGamma"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1881,7 +1873,7 @@ def _rloggam_reduce_ ( pdf ):
# =============================================================================
## reduce BetaPrime
def _rbetap_reduce_ ( pdf ):
- """Reduce BetaPrime"""
+ """ Reduce BetaPrime"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1896,7 +1888,7 @@ def _rbetap_reduce_ ( pdf ):
# =============================================================================
## reduce Landau
def _rlandau_reduce_ ( pdf ):
- """Reduce Landau"""
+ """ Reduce Landau"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1909,7 +1901,7 @@ def _rlandau_reduce_ ( pdf ):
# =============================================================================
## reduce SinhAsinh
def _rshash_reduce_ ( pdf ):
- """Reduce SinhAsinh"""
+ """ Reduce SinhAsinh"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1924,7 +1916,7 @@ def _rshash_reduce_ ( pdf ):
# =============================================================================
## reduce JohnsonSU
def _rjsu_reduce_ ( pdf ):
- """Reduce JohnsonSU"""
+ """ Reduce JohnsonSU"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1939,7 +1931,7 @@ def _rjsu_reduce_ ( pdf ):
# =============================================================================
## reduce ATLAS
def _ratlas_reduce_ ( pdf ):
- """Reduce Atlas"""
+ """ Reduce Atlas"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1957,7 +1949,7 @@ def _ratlas_reduce_ ( pdf ):
# =============================================================================
## reduce GenLogisticVF
def _rgl4_reduce_ ( pdf ):
- """Reduce GenLogisticIV"""
+ """ Reduce GenLogisticIV"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1972,7 +1964,7 @@ def _rgl4_reduce_ ( pdf ):
# =============================================================================
## reduce BatesShate
def _rbats_reduce_ ( pdf ):
- """Reduce BatesShape"""
+ """ Reduce BatesShape"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -1986,7 +1978,7 @@ def _rbats_reduce_ ( pdf ):
# =============================================================================
## reduce GenPareto & ExGenPareto & GEV
def _rgpd1_reduce_ ( pdf ):
- """Reduce GenPareto & ExGenPareto & GEV"""
+ """ Reduce GenPareto & ExGenPareto & GEV"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2003,7 +1995,7 @@ def _rgpd1_reduce_ ( pdf ):
# =============================================================================
## reduce Benini
def _rben_reduce_ ( pdf ):
- """Reduce Benini"""
+ """ Reduce Benini"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2018,7 +2010,7 @@ def _rben_reduce_ ( pdf ):
# =============================================================================
## reduce MPERT
def _rmpert_reduce_ ( pdf ):
- """Reduce MPERT"""
+ """ Reduce MPERT"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2033,7 +2025,7 @@ def _rmpert_reduce_ ( pdf ):
# =============================================================================
## reduce Slash
def _rslash_reduce_ ( pdf ):
- """Reduce Slasj"""
+ """ Reduce Slash"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2046,7 +2038,7 @@ def _rslash_reduce_ ( pdf ):
# =============================================================================
## reduce ARGUS
def _rargus_reduce_ ( pdf ):
- """Reduce ARGUS"""
+ """ Reduce ARGUS"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2060,7 +2052,7 @@ def _rargus_reduce_ ( pdf ):
# =============================================================================
## reduce GenArgus
def _rgargus_reduce_ ( pdf ):
- """Reduce GenArgus"""
+ """ Reduce GenArgus"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2075,7 +2067,7 @@ def _rgargus_reduce_ ( pdf ):
# =============================================================================
## reduce Losev
def _rlosev_reduce_ ( pdf ):
- """Reduce Losev"""
+ """ Reduce Losev"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2089,7 +2081,7 @@ def _rlosev_reduce_ ( pdf ):
# =============================================================================
## reduce AsymmetricLaplace
def _ralap_reduce_ ( pdf ):
- """Reduce AsymmetricLaplace"""
+ """ Reduce AsymmetricLaplace"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2103,7 +2095,7 @@ def _ralap_reduce_ ( pdf ):
# =============================================================================
## reduce FupN
def _rfupn_reduce_ ( pdf ):
- """Reduce FupN"""
+ """ Reduce FupN"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2117,7 +2109,7 @@ def _rfupn_reduce_ ( pdf ):
# =============================================================================
## reduce Tsallis
def _rtsal_reduce_ ( pdf ):
- """Reduce Tsallis"""
+ """ Reduce Tsallis"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2131,7 +2123,7 @@ def _rtsal_reduce_ ( pdf ):
# =============================================================================
## reduce QGSM
def _rqgsm_reduce_ ( pdf ):
- """Reduce QGSM"""
+ """ Reduce QGSM"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2144,7 +2136,7 @@ def _rqgsm_reduce_ ( pdf ):
# =============================================================================
## reduce Hagedorn
def _rhage_reduce_ ( pdf ):
- """Reduce Hagedorn"""
+ """ Reduce Hagedorn"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2157,7 +2149,7 @@ def _rhage_reduce_ ( pdf ):
# =============================================================================
## reduce Tsallis2
def _rtsal2_reduce_ ( pdf ):
- """Reduce Tsallis2"""
+ """ Reduce Tsallis2"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2173,7 +2165,7 @@ def _rtsal2_reduce_ ( pdf ):
# =============================================================================
## reduce TwoExpos
def _r2expo_reduce_ ( pdf ):
- """Reduce TwoExpos"""
+ """ Reduce TwoExpos"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2187,7 +2179,7 @@ def _r2expo_reduce_ ( pdf ):
# =============================================================================
## reduce DoubleGauss
def _r2gau_reduce_ ( pdf ):
- """Reduce DoubleGauss"""
+ """ Reduce DoubleGauss"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2202,7 +2194,7 @@ def _r2gau_reduce_ ( pdf ):
# =============================================================================
## reduce Gumbel
def _rgumbel_reduce_ ( pdf ):
- """Reduce Gumbel"""
+ """ Reduce Gumbel"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2215,7 +2207,7 @@ def _rgumbel_reduce_ ( pdf ):
# =============================================================================
## reduce Weibull
def _rweibull_reduce_ ( pdf ):
- """Reduce Weibull"""
+ """ Reduce Weibull"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2229,7 +2221,7 @@ def _rweibull_reduce_ ( pdf ):
# =============================================================================
## reduce Rice
def _rrice_reduce_ ( pdf ):
- """Reduce Rice"""
+ """ Reduce Rice"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2243,7 +2235,7 @@ def _rrice_reduce_ ( pdf ):
# =============================================================================
## reduce RasingCosine
def _rrcos_reduce_ ( pdf ):
- """Reduce RaisingCosine"""
+ """ Reduce RaisingCosine"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2256,7 +2248,7 @@ def _rrcos_reduce_ ( pdf ):
# =============================================================================
## reduce q-Gaussian
def _rqgau_reduce_ ( pdf ):
- """Reduce QGaussian"""
+ """ Reduce QGaussian"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2270,7 +2262,7 @@ def _rqgau_reduce_ ( pdf ):
# =============================================================================
## reduce k-Gaussian
def _rkgau_reduce_ ( pdf ):
- """Reduce KGaussian"""
+ """ Reduce KGaussian"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2284,7 +2276,7 @@ def _rkgau_reduce_ ( pdf ):
# =============================================================================
## reduce Hyperbolic
def _rhyp_reduce_ ( pdf ):
- """Reduce Hyperbolic"""
+ """ Reduce Hyperbolic"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2299,7 +2291,7 @@ def _rhyp_reduce_ ( pdf ):
# =============================================================================
## reduce GenHyperbolic
def _rghyp_reduce_ ( pdf ):
- """Reduce GenHyperbolic"""
+ """ Reduce GenHyperbolic"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2315,7 +2307,7 @@ def _rghyp_reduce_ ( pdf ):
# =============================================================================
## reduce Das
def _rdas_reduce_ ( pdf ):
- """Reduce Das"""
+ """ Reduce Das"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2330,7 +2322,7 @@ def _rdas_reduce_ ( pdf ):
# =============================================================================
## reduce GenInvGauss
def _rgig_reduce_ ( pdf ):
- """Reduce GenInvGauss"""
+ """ Reduce GenInvGauss"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2345,7 +2337,7 @@ def _rgig_reduce_ ( pdf ):
# =============================================================================
## reduce PositiveSpline
def _rsplpos_reduce_ ( pdf ):
- """Reduce PositiveSpline"""
+ """ Reduce PositiveSpline"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2361,7 +2353,7 @@ def _rsplpos_reduce_ ( pdf ):
# =============================================================================
## reduce HORNSdini
def _rdini_reduce_ ( pdf ):
- """Reduce HORNSdini"""
+ """ Reduce HORNSdini"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2376,7 +2368,7 @@ def _rdini_reduce_ ( pdf ):
# =============================================================================
## reduce Histo1D
def _rh1d_reduce_ ( pdf ) :
- """reduce Histo1D"""
+ """ Reduce Histo1D"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2388,7 +2380,7 @@ def _rh1d_reduce_ ( pdf ) :
# =============================================================================
## reduce Histo2D
def _rh2d_reduce_ ( pdf ) :
- """reduce Histo2D"""
+ """ Reduce Histo2D"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2401,7 +2393,7 @@ def _rh2d_reduce_ ( pdf ) :
# =============================================================================
## reduce Histo3D
def _rh3d_reduce_ ( pdf ) :
- """reduce Histo3D"""
+ """ Reduce Histo3D"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2415,7 +2407,7 @@ def _rh3d_reduce_ ( pdf ) :
# =============================================================================
## reduce CutoffGauss
def _rcutgau_reduce_ ( pdf ):
- """Reduce CutOffGauss"""
+ """ Reduce CutOffGauss"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2429,7 +2421,7 @@ def _rcutgau_reduce_ ( pdf ):
# =============================================================================
## reduce CutoffStudent
def _rcutstt_reduce_ ( pdf ):
- """Reduce CutOffStudent"""
+ """ Reduce CutOffStudent"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2448,7 +2440,7 @@ def _rcutstt_reduce_ ( pdf ):
# =============================================================================
## reduce Poly2DPositive
def _rpol2d_reduce_ ( pdf ):
- """Reduce Poly2DPositive"""
+ """ Reduce Poly2DPositive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2463,7 +2455,7 @@ def _rpol2d_reduce_ ( pdf ):
# =============================================================================
## reduce Poly2DSymPositive
def _rpol2ds_reduce_ ( pdf ):
- """Reduce Poly2DSymPositive"""
+ """ Reduce Poly2DSymPositive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2477,7 +2469,7 @@ def _rpol2ds_reduce_ ( pdf ):
# =============================================================================
## reduce PS2DPol
def _rps2dpol_reduce_ ( pdf ):
- """Reduce PS2DPol"""
+ """ Reduce PS2DPol"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2494,7 +2486,7 @@ def _rps2dpol_reduce_ ( pdf ):
# =============================================================================
## reduce PS2DPolSym
def _rps2dpols_reduce_ ( pdf ):
- """Reduce PS2DPolSym"""
+ """ Reduce PS2DPolSym"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2509,7 +2501,7 @@ def _rps2dpols_reduce_ ( pdf ):
# =============================================================================
## reduce PS2DPol2
def _rps2dpol2_reduce_ ( pdf ):
- """Reduce PS2DPol2"""
+ """ Reduce PS2DPol2"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2528,7 +2520,7 @@ def _rps2dpol2_reduce_ ( pdf ):
# =============================================================================
## reduce PS2DPol2Sym
def _rps2dpol2s_reduce_ ( pdf ):
- """Reduce PS2DPol2Sym"""
+ """ Reduce PS2DPol2Sym"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2545,7 +2537,7 @@ def _rps2dpol2s_reduce_ ( pdf ):
# =============================================================================
## Reduce Expo2DPol
def _rexp2d_reduce_ ( pdf ):
- """Reduce Expo2DPol"""
+ """ Reduce Expo2DPol"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2562,7 +2554,7 @@ def _rexp2d_reduce_ ( pdf ):
# =============================================================================
## Reduce Expo2DPolSym
def _rexp2ds_reduce_ ( pdf ):
- """Reduce Expo2DPolSym"""
+ """ Reduce Expo2DPolSym"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2577,7 +2569,7 @@ def _rexp2ds_reduce_ ( pdf ):
# =============================================================================
## Reduce ExpoPS2DPol
def _rexpps2d_reduce_ ( pdf ):
- """Reduce ExpoPS2DPol"""
+ """ Reduce ExpoPS2DPol"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2594,7 +2586,7 @@ def _rexpps2d_reduce_ ( pdf ):
# =============================================================================
## reduce Spline2D
def _rspl2d_reduce_ ( pdf ):
- """Reduce Spline2D"""
+ """ Reduce Spline2D"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2608,7 +2600,7 @@ def _rspl2d_reduce_ ( pdf ):
# =============================================================================
## reduce Spline2DSym
def _rspl2ds_reduce_ ( pdf ):
- """Reduce Spline2DSym"""
+ """ Reduce Spline2DSym"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2622,7 +2614,7 @@ def _rspl2ds_reduce_ ( pdf ):
# =============================================================================
## reduce Gauss2D
def _rgauss2d_reduce_ ( pdf ):
- """Reduce Gauss2D"""
+ """ Reduce Gauss2D"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2639,7 +2631,7 @@ def _rgauss2d_reduce_ ( pdf ):
# =============================================================================
## reduce Poly3DPositive
def _rpol3d_reduce_ ( pdf ):
- """Reduce Poly3DPositive"""
+ """ Reduce Poly3DPositive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2657,7 +2649,7 @@ def _rpol3d_reduce_ ( pdf ):
# =============================================================================
## reduce Poly3DSymPositive
def _rpol3ds_reduce_ ( pdf ):
- """Reduce Poly3DSymPosiitive"""
+ """ Reduce Poly3DSymPosiitive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2672,7 +2664,7 @@ def _rpol3ds_reduce_ ( pdf ):
# =============================================================================
## reduce Poly3DMixPositive
def _rpol3dm_reduce_ ( pdf ):
- """Reduce Poly3DMixPosiitive"""
+ """ Reduce Poly3DMixPosiitive"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2688,7 +2680,7 @@ def _rpol3dm_reduce_ ( pdf ):
# =============================================================================
## reduce Gauss3D
def _rgauss3d_reduce_ ( pdf ):
- """Reduce Gauss3D"""
+ """ Reduce Gauss3D"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
pdf.title ,
@@ -2710,7 +2702,7 @@ def _rgauss3d_reduce_ ( pdf ):
# =============================================================================
## reduce Rational
def _rational_reduce_ ( pdf ):
- """Reduce Ostap::Models::Rational & Ostap::MoreRooFit::Rational
+ """ Reduce `Ostap.Models.Rational` & `Ostap.MoreRooFit.Rational`
"""
return root_store_factory , ( type ( pdf ) ,
pdf.name ,
@@ -2730,14 +2722,14 @@ def _rational_reduce_ ( pdf ):
# =============================================================================
## reduce Ostap::Functions::FuncRooTH1
def _rfth1_reduce_ ( fun ):
- """Reduce Ostap.Functions.FuncTH1"""
+ """ Reduce Ostap.Functions.FuncTH1"""
return root_factory , ( type ( fun ) ,
fun.histo () ,
fun.x () )
# =============================================================================
## reduce Ostap::Functions::FuncRooTH3
def _rfth2_reduce_ ( fun ):
- """Reduce Ostap.Functions.FuncRooTH2"""
+ """ Reduce Ostap.Functions.FuncRooTH2"""
return root_factory , ( type ( fun ) ,
fun.histo () ,
fun.x () ,
@@ -2745,7 +2737,7 @@ def _rfth2_reduce_ ( fun ):
# =============================================================================
## reduce Ostap::Functions::FuncRooTH3
def _rfth3_reduce_ ( fun ):
- """Reduce Ostap.Functions.FuncRooTH3"""
+ """ Reduce Ostap.Functions.FuncRooTH3"""
return root_factory , ( type ( fun ) ,
fun.histo () ,
fun.x () ,
@@ -2754,7 +2746,7 @@ def _rfth3_reduce_ ( fun ):
# =============================================================================
## reduce Ostap::Functions::FuncRooFormula & Ostap::Functions::Expression
def _rfff_reduce_ ( fun ):
- """Reduce Ostap.Functions.FuncRooFormula & Ostap.Functions.Expression
+ """ Reduce Ostap.Functions.FuncRooFormula & Ostap.Functions.Expression
"""
return root_factory , ( type ( fun ) , fun.expression() )