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The Gaudi Framework
v31r0 (aeb156f0)
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Classes | |
class | HistoFile |
Functions | |
def | _getAppMgr (kwargs) |
def | _getHistoSvc (kwargs) |
def | _getEvtSvc (kwargs) |
def | book (args, kwargs) |
def | bookProf (args, kwargs) |
def | getAsAIDA (path, kwargs) |
def | getAsROOT (path, kwargs) |
def | fill (histo, data, fun=lambda x:x, cut=lambda x:True, kwargs) |
def | _to_root_ (self) |
def | _moment_ (self, order, value=0) |
def | _momentErr_ (self, order) |
def | _centralMoment_ (self, order) |
def | _centralMomentErr_ (self, order) |
def | _skewness_ (self) |
def | _skewnessErr_ (self) |
def | _kurtosis_ (self) |
def | _kurtosisErr_ (self) |
def | _nEff_ (self) |
def | _mean_ (self) |
def | _meanErr_ (self) |
def | _rms_ (self) |
def | _rmsErr_ (self) |
def | _sumBinHeightErr_ (self) |
def | _sumAllBinHeightErr_ (self) |
def | _overflowEntriesFrac_ (self) |
def | _overflowEntriesFracErr_ (self) |
def | _underflowEntriesFrac_ (self) |
def | _underflowEntriesFracErr_ (self) |
def | _overflowIntegralFrac_ (self) |
def | _overflowIntegralFracErr_ (self) |
def | _underflowIntegralFrac_ (self) |
def | _underflowIntegralFracErr_ (self) |
def | _nEntries_ (self, i1, i2=-10000000) |
def | _nEntriesFrac_ (self, i1, i2=-10000000) |
def | _nEntriesFracErr_ (self, i1, i2=-10000000) |
def | _path_ (self) |
def | __dumpHisto__ (histo, args) |
Variables | |
string | __author__ = "Vanya BELYAEV ibelyaev@physics.syr.edu" |
tuple | __all__ |
HID = cpp.GaudiAlg.ID | |
bool | useROOT = False |
global flag More... | |
aida2root = cpp.Gaudi.Utils.Aida2ROOT.aida2root | |
__repr__ | |
__str__ | |
HistoStats = cpp.Gaudi.Utils.HistoStats | |
i1DH = cpp.AIDA.IHistogram1D | |
moment | |
momentErr | |
centralMoment | |
centralMomentErr | |
nEff | |
mean | |
meanErr | |
rms | |
rmsErr | |
skewness | |
skewnessErr | |
kurtosis | |
kurtosisErr | |
overflowEntriesFrac | |
overflowEntriesFracErr | |
underflowEntriesFrac | |
underflowEntriesFracErr | |
overflowIntegralFrac | |
overflowIntegralFracErr | |
underflowIntegralFrac | |
underflowIntegralFracErr | |
nEntries | |
nEntriesFrac | |
nEntriesFracErr | |
iBH = cpp.AIDA.IBaseHistogram | |
path | |
TESpath | |
location | |
histoDump = __dumpHisto__ | |
dumpHisto = __dumpHisto__ | |
def GaudiPython.HistoUtils.__dumpHisto__ | ( | histo, | |
args | |||
) |
Dump the histogram/profile in text format (a'la HBOOK) >>> histo >>> print dumpHisto ( histo ) >>> print histo.dump() >>> print histo.dump( 20 , 20 ) >>> print histo.dump( 20 , 20 , True ) Uses:
Definition at line 940 of file HistoUtils.py.
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Evaluate 'bin-by-bin' central momentum (around mean value) for 1D histogram >>> h1 = ... >>> print h1.centralMoment ( 5 )
Definition at line 550 of file HistoUtils.py.
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Evaluate error for 'bin-by-bin' central momentum (around mean value) for 1D histogram >>> h1 = ... >>> print h1.centralMomentErr ( 5 )
Definition at line 566 of file HistoUtils.py.
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Helper private auxiliary function to get Application Manager
Definition at line 56 of file HistoUtils.py.
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Evaluate 'bin-by-bin' kurtosis >>> h1 = ... >>> print h1.kurtosis ()
Definition at line 612 of file HistoUtils.py.
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Evaluate error for 'bin-by-bin' kurtotis for 1D AIDA histogram >>> h1 = ... >>> print h1.kurtotisErr()
Definition at line 627 of file HistoUtils.py.
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Evaluate 'bin-by-bin' momentum of order 'order' around the value 'value' for 1D histogram >>> h1 = ... >>> print h1.moment ( 5 )
Definition at line 518 of file HistoUtils.py.
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Evaluate error for 'bin-by-bin' momentum of order 'order' around the value 'value' for 1D histogram >>> h1 = ... >>> print h1.momentErr ( 5 )
Definition at line 534 of file HistoUtils.py.
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Get number of entries in histogram up to the certain bin (not-included) attention: underflow bin is included! >>> h1 >>> print h1.nEntries ( 10 ) Get number of entries in histogram form the certain minimal bin up to the certain maximal bin (not-included) >>> h1 >>> print h1.nEntries ( 10 , 15 )
Definition at line 792 of file HistoUtils.py.
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Get the fraction of entries in histogram up to the certain bin (not-included) attention: underflow bin is included! >>> h1 >>> print h1.nEntriesFrac ( 10 ) Get the fraction of entries in histogram form the certain minimal bin up to the certain maximal bin (not-included) >>> h1 >>> print h1.nEntriesFrac ( 10 , 15 )
Definition at line 816 of file HistoUtils.py.
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Get error for fraction of entries in histogram up to the certain bin (not-included) attention: underflow bin is included! >>> h1 >>> print h1.nEntriesFracErr( 10 ) Get error fraction of entries in histogram form the certain minimal bin up to the certain maximal bin (not-included) >>> h1 >>> print h1.nEntriesFracErr ( 10 , 15 )
Definition at line 840 of file HistoUtils.py.
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The fraction of overflow entries (useful for shape comparison)
Definition at line 709 of file HistoUtils.py.
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The error for fraction of overflow entries (useful for shape comparison)
Definition at line 719 of file HistoUtils.py.
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The fraction of overflow integral (useful for shape comparison)
Definition at line 749 of file HistoUtils.py.
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The error for fraction of overflow integral (useful for shape comparison)
Definition at line 759 of file HistoUtils.py.
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Get the path in THS for the given AIDA object: >>> aida = >>> print aida.path()
Definition at line 919 of file HistoUtils.py.
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Evaluate 'bin-by-bin' skewness for 1D AIDA histogram >>> h1 = ... >>> print h1.skewness()
Definition at line 582 of file HistoUtils.py.
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Evaluate error for 'bin-by-bin' skewness >>> h1 = ... >>> print h1.skewnessErr()
Definition at line 597 of file HistoUtils.py.
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Get an error in the sum bin height ('in-range integral')
Definition at line 701 of file HistoUtils.py.
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Get an error in the sum bin height ('in-range integral')
Definition at line 691 of file HistoUtils.py.
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Convert AIDA to ROOT >>> aida = ... ## get AIDA histogram >>> root = aida.toROOT() ## convert it to ROOT
Definition at line 487 of file HistoUtils.py.
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The fraction of underflow entries (useful for shape comparison)
Definition at line 729 of file HistoUtils.py.
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The error for fraction of underflow entries (useful for shape comparison)
Definition at line 739 of file HistoUtils.py.
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The fraction of underflow integral (useful for shape comparison)
Definition at line 769 of file HistoUtils.py.
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The error for fraction of underflow integral (useful for shape comparison)
Definition at line 779 of file HistoUtils.py.
def GaudiPython.HistoUtils.book | ( | args, | |
kwargs | |||
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The trivial function to book the various 1D,2D&3D-histograms (1) book the trivial 1D histogram with full path >>> h1D = book ( 'path/to/my/histo' , ## path in Histogram Transient Store 'cosine of decay angle ' , ## histogram title 100 , ## number of bins -1 , ## low edge 100 ) ## high edge (2) book the trivial 1D histogram with directory path and string ID : >>> h1D = book ( 'path/to/directory' , ## the path to directory in HTS 'H1' , ## string histogram identifier 'cosine of decay angle ' , ## histogram title 100 , ## number of bins -1 , ## low edge 100 ) ## high edge (3) book the trivial 1D histogram with directory path and integer ID : >>> h1D = book ( 'path/to/directory' , ## the path to directory in HTS 124 , ## integer histogram identifier 'cosine of decay angle ' , ## histogram title 100 , ## number of bins -1 , ## low edge 100 ) ## high edge (4) book the trivial 2D histogram with full path >>> h1D = book ( 'path/to/my/histo' , ## path in Histogram Transient Store 'm12**2 versus m13**2' , ## histogram title 50 , ## number of X-bins 1.0 , ## low X-edge 4.0 , ## high X-edge 50 , ## number of Y-bins 1 , ## low Y-edge 2 ) ## high Y-edge (5) book the trivial 2D histogram with directory path and literal ID >>> h1D = book ( 'path/to/directory' , ## path in Histogram Transient Store 'Dalitz1' , ## literal histogram identifier 'm12**2 versus m13**2' , ## histogram title 50 , ## number of X-bins 1.0 , ## low X-edge 4.0 , ## high X-edge 50 , ## number of Y-bins 1 , ## low Y-edge 2 ) ## high Y-edge (6) book the trivial 2D histogram with directory path and integer ID >>> h1D = book ( 'path/to/directory' , ## path in Histogram Transient Store 854 , ## integer histogram identifier 'm12**2 versus m13**2' , ## histogram title 50 , ## number of X-bins 1.0 , ## low X-edge 4.0 , ## high X-edge 50 , ## number of Y-bins 1.0 , ## low Y-edge 4.0 ) ## high Y-edge (7) book the trivial 3D histogram with full path >>> h1D = book ( 'path/to/my/histo' , ## path in Histogram Transient Store 'x vs y vs z ' , ## histogram title 10 , ## number of X-bins -1.0 , ## low X-edge 1.0 , ## high X-edge 10 , ## number of Y-bins -1.0 , ## low Y-edge 1.0 , ## high Y-edge 10 , ## number of Z-bins -1.0 , ## low Z-edge 1.0 ) ## high Z-edge (8) book the trivial 3D histogram with directory path and literal ID >>> h1D = book ( 'path/to/directory' , ## path in Histogram Transient Store 'xyz' , ## literal histogram identifier 'x vs y vs z' , ## histogram title 10 , ## number of X-bins -1.0 , ## low X-edge 1.0 , ## high X-edge 10 , ## number of Y-bins -1.0 , ## low Y-edge 1.0 , ## high Y-edge 10 , ## number of Z-bins -1.0 , ## low Z-edge 1.0 ) ## high Z-edge (9) book the trivial 3D histogram with directory path and integer ID >>> h1D = book ( 'path/to/directory' , ## path in Histogram Transient Store 888 , ## integer histogram identifier 'x vs y vs z' , ## histogram title 10 , ## number of X-bins -1.0 , ## low X-edge 1.0 , ## high X-edge 10 , ## number of Y-bins -1.0 , ## low Y-edge 1.0 , ## high Y-edge 10 , ## number of Z-bins -1.0 , ## low Z-edge 1.0 ) ## high Z-edge Many other booking methods are available, e.g. for the histograms with non-equidistant bins, see IHistogamSvc::book
Definition at line 114 of file HistoUtils.py.
def GaudiPython.HistoUtils.bookProf | ( | args, | |
kwargs | |||
) |
The trivial function to book 1D&2D profile histograms: (1) book 1D-profile histogram with full path in Histogram Transient Store: >>> histo = bookProf ( 'path/to/my/profile' , ## path in Histogram Transient Store 'Energy Correction' , ## the histogram title 100 , ## number of X-bins 0.0 , ## low X-edge 100 ) ## high X-edge (2) book 1D-profile histogram with directory path and literal ID >>> histo = bookProf ( 'path/to/my/profile' , ## path in Histogram Transient Store 'Calibration' , ## the histogram literal identifier 'Energy Correction' , ## the histogram title 100 , ## number of X-bins 0.0 , ## low X-edge 100 ) ## high X-edge (3) book 1D-profile histogram with directory path and integer ID >>> histo = bookProf ( 'path/to/my/profile' , ## path in Histogram Transient Store 418 , ## the histogram integer identifier 'Energy Correction' , ## the histogram title 100 , ## number of X-bins 0.0 , ## low X-edge 100 ) ## high X-edge (4) book 2D-profile histogram with full path in Histogram Transient Store: >>> histo = bookProf ( 'path/to/my/profile' , ## path in Histogram Transient Store 'Energy Correction' , ## the histogram title 50 , ## number of X-bins 0.0 , ## low X-edge 100 , ## high X-edge 50 , ## number of Y-bins 0.0 , ## low Y-edge 100 ) ## high Y-edge (5) book 2D-profile histogram with directory path and literal ID >>> histo = bookProf ( 'path/to/my/profile' , ## path in Histogram Transient Store 'Calibration' , ## the histogram literal identifier 'Energy Correction' , ## the histogram title 50 , ## number of X-bins 0.0 , ## low X-edge 100 , ## high X-edge 50 , ## number of Y-bins 0.0 , ## low Y-edge 100 ) ## high Y-edge (6) book 2D-profile histogram with directory path and integer ID >>> histo = bookProf ( 'path/to/my/profile' , ## path in Histogram Transient Store 418 , ## the histogram integer identifier 'Energy Correction' , ## the histogram title 50 , ## number of X-bins 0.0 , ## low X-edge 100 , ## high X-edge 50 , ## number of Y-bins 0.0 , ## low Y-edge 100 ) ## high Y-edge Many other booking methods are available, e.g. for the histograms with non-equidistant bins, see IHistogamSvc::book
Definition at line 256 of file HistoUtils.py.
def GaudiPython.HistoUtils.fill | ( | histo, | |
data, | |||
fun = lambda x: x , |
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cut = lambda x: True , |
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kwargs | |||
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The function which allows 'the smart fill' of 1D-histogram >>> histo = ... The most trivial case, fill with the value >>> fill ( histo , 1.0 ) Fill from any iterable object (sequence) >>> fill ( histo , [1,,2,3,4,5,10] ) Fill from iterable object and apply the function: >>> fill ( histo , [1,2,3,4,5] , math.sin ) Use lambda form: >>> fill ( histo , [1,2,3,4,5] , lambda x : x*x ) The same >>> fill ( histo , [1,2,3,4,5] , fun = lambda x : x*x ) Use internal attributes: >>> tracks = evtSvc['Rec/Track/Best'] ## iterable container of tracks >>> fill ( histo , tracks , lambda t : t.pt() ) Apply the predicate: fill only even numbers: >>> fill ( histo , [1,2,3,4,5,6,7] , lambda x : x , lambda y : y%2 ) The same (omit the trivial function) : >>> fill ( histo , [1,2,3,4,5,6,7] , cut = lambda y : y%2 ) Apply the predicate: fill only pt for positively charged tracks: >>> tracks = evtSvc['Rec/Track/Best'] >>> fill ( histo , tracks , lambda t : t.pt() , lambda t : 0<t.charge() ) The same: >>> fill ( histo , tracks , fun = lambda t : t.pt() , cut = lambda t : 0<t.charge() ) Ordinary functions are also fine: >>> def myfun ( track ) : return sin( track.pt() + track.p() ) >>> def mycut ( track ) : return track.p() > 100 * GeV >>> fill ( histo , tracks , myfun , mycut ) The 'data' could be the address in TES, in this case the object is retrieved from TES and the method is applied to the objects, retrieved from TES: >>> fill ( histo , ## the reference to the histogram 'Rec/Track/Best' , ## the location of objects in TES lambda t : t.pt() ) ## function to be used for histogram fill >>> fill ( histo , ## the reference to the histogram 'Rec/Track/Best' , ## the address of objects in TES lambda t : t.pt() , ## the function to be used for histogram fill lambda t : t.charge()>0 ) ## the criteria to select tracks The arguments 'fun' and 'cut' could be strings, in this case they are evaluated by python before usage. This option could be often very useful.
Definition at line 388 of file HistoUtils.py.
def GaudiPython.HistoUtils.getAsAIDA | ( | path, | |
kwargs | |||
) |
The most trivial function to retrieve the histogram from Histogram Transient Store The histogram is returned by reference to its AIDA-representation (if possible) >>> h = getAsAIDA ( 'some/path/to/my/histogram' )
Definition at line 336 of file HistoUtils.py.
def GaudiPython.HistoUtils.getAsROOT | ( | path, | |
kwargs | |||
) |
The most trivial function to retrieve the histogram from Histogram Transient Store The histogram is returned by reference to its underlying native ROOT-representation (if possible) >>> h = getAsROOT ( 'some/path/to/my/histogram' )
Definition at line 361 of file HistoUtils.py.
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Definition at line 29 of file HistoUtils.py.
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Definition at line 27 of file HistoUtils.py.
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Definition at line 508 of file HistoUtils.py.
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Definition at line 510 of file HistoUtils.py.
GaudiPython.HistoUtils.aida2root = cpp.Gaudi.Utils.Aida2ROOT.aida2root |
Definition at line 481 of file HistoUtils.py.
GaudiPython.HistoUtils.centralMoment |
Definition at line 869 of file HistoUtils.py.
GaudiPython.HistoUtils.centralMomentErr |
Definition at line 871 of file HistoUtils.py.
GaudiPython.HistoUtils.dumpHisto = __dumpHisto__ |
Definition at line 963 of file HistoUtils.py.
GaudiPython.HistoUtils.HID = cpp.GaudiAlg.ID |
Definition at line 47 of file HistoUtils.py.
GaudiPython.HistoUtils.histoDump = __dumpHisto__ |
Definition at line 962 of file HistoUtils.py.
GaudiPython.HistoUtils.HistoStats = cpp.Gaudi.Utils.HistoStats |
Definition at line 512 of file HistoUtils.py.
GaudiPython.HistoUtils.i1DH = cpp.AIDA.IHistogram1D |
Definition at line 862 of file HistoUtils.py.
GaudiPython.HistoUtils.iBH = cpp.AIDA.IBaseHistogram |
Definition at line 930 of file HistoUtils.py.
GaudiPython.HistoUtils.kurtosis |
Definition at line 887 of file HistoUtils.py.
GaudiPython.HistoUtils.kurtosisErr |
Definition at line 889 of file HistoUtils.py.
GaudiPython.HistoUtils.location |
Definition at line 936 of file HistoUtils.py.
GaudiPython.HistoUtils.mean |
Definition at line 875 of file HistoUtils.py.
GaudiPython.HistoUtils.meanErr |
Definition at line 877 of file HistoUtils.py.
GaudiPython.HistoUtils.moment |
Definition at line 865 of file HistoUtils.py.
GaudiPython.HistoUtils.momentErr |
Definition at line 867 of file HistoUtils.py.
GaudiPython.HistoUtils.nEff |
Definition at line 873 of file HistoUtils.py.
GaudiPython.HistoUtils.nEntries |
Definition at line 910 of file HistoUtils.py.
GaudiPython.HistoUtils.nEntriesFrac |
Definition at line 912 of file HistoUtils.py.
GaudiPython.HistoUtils.nEntriesFracErr |
Definition at line 914 of file HistoUtils.py.
GaudiPython.HistoUtils.overflowEntriesFrac |
Definition at line 892 of file HistoUtils.py.
GaudiPython.HistoUtils.overflowEntriesFracErr |
Definition at line 894 of file HistoUtils.py.
GaudiPython.HistoUtils.overflowIntegralFrac |
Definition at line 901 of file HistoUtils.py.
GaudiPython.HistoUtils.overflowIntegralFracErr |
Definition at line 903 of file HistoUtils.py.
GaudiPython.HistoUtils.path |
Definition at line 932 of file HistoUtils.py.
GaudiPython.HistoUtils.rms |
Definition at line 879 of file HistoUtils.py.
GaudiPython.HistoUtils.rmsErr |
Definition at line 881 of file HistoUtils.py.
GaudiPython.HistoUtils.skewness |
Definition at line 883 of file HistoUtils.py.
GaudiPython.HistoUtils.skewnessErr |
Definition at line 885 of file HistoUtils.py.
GaudiPython.HistoUtils.TESpath |
Definition at line 934 of file HistoUtils.py.
GaudiPython.HistoUtils.underflowEntriesFrac |
Definition at line 896 of file HistoUtils.py.
GaudiPython.HistoUtils.underflowEntriesFracErr |
Definition at line 898 of file HistoUtils.py.
GaudiPython.HistoUtils.underflowIntegralFrac |
Definition at line 905 of file HistoUtils.py.
GaudiPython.HistoUtils.underflowIntegralFracErr |
Definition at line 907 of file HistoUtils.py.
bool GaudiPython.HistoUtils.useROOT = False |
global flag
Definition at line 50 of file HistoUtils.py.