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Refs #5300 - Addition of Moments Python scripts.
First step, for testing, before they are to be rigged up to the interface.
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Code/Mantid/Framework/PythonAPI/PythonAlgorithms/Moments.py
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# Algorithm to start Bayes programs | ||
from MantidFramework import * | ||
from mantidsimple import * | ||
from mantidplotpy import * | ||
import IndirectMoment as Main | ||
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class Moments(PythonAlgorithm): | ||
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def PyInit(self): | ||
self.declareProperty(Name='Instrument',DefaultValue='IRIS',Validator=ListValidator(['IRIS','OSIRIS']),Description = 'Instrument') | ||
self.declareProperty(Name='Analyser',DefaultValue='graphite002',Validator=ListValidator(['graphite002','graphite004']),Description = 'Analyser & reflection') | ||
self.declareProperty(Name='SamNumber',DefaultValue='',Validator=MandatoryValidator(),Description = 'Sample run number') | ||
self.declareProperty('Verbose',DefaultValue=True,Description = 'Switch Verbose Off/On') | ||
self.declareProperty('Plot',DefaultValue=True,Description = 'Switch Plot Off/On') | ||
self.declareProperty('Save',DefaultValue=False,Description = 'Switch Save result to nxs file Off/On') | ||
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def PyExec(self): | ||
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self.log().information('Moments calculation') | ||
instr = self.getPropertyValue('Instrument') | ||
if instr == 'IRIS': | ||
prefix = 'irs' | ||
if instr == 'OSIRIS': | ||
prefix = 'osi' | ||
ana = self.getPropertyValue('Analyser') | ||
sn = self.getPropertyValue('SamNumber') | ||
sam = prefix+sn+'_'+ana+'_sqw' | ||
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verbOp = self.getProperty('Verbose') | ||
plotOp = self.getProperty('Plot') | ||
saveOp = self.getProperty('Save') | ||
Main.MomentStart(sam,verbOp,plotOp,saveOp) | ||
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mantid.registerPyAlgorithm(Moments()) # Register algorithm with Mantid |
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# Transmission main | ||
# | ||
from mantid.simpleapi import * | ||
import mantidplot as mp | ||
from mantid import config, logger, mtd | ||
from IndirectCommon import StartTime, EndTime, GetThetaQ | ||
import numpy, os.path | ||
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def MomentRun(samWS,Verbose,Plot,Save): | ||
StartTime('Moments') | ||
workdir = config['defaultsave.directory'] | ||
nq = mtd[samWS].getNumberHistograms() # no. of hist/groups in sample | ||
if Verbose: | ||
logger.notice('Sample '+samWS+' has '+str(nq)+' Q values') | ||
axis = mtd[samWS].getAxis(1) | ||
Q = [] | ||
e0 = [] | ||
for i in range(0,nq): | ||
Q.append(float(axis.label(i))) | ||
e0.append(0.0) | ||
Xin = mtd[samWS].readX(0) | ||
nw = len(Xin)-1 | ||
w = Xin[:nw] | ||
yM0 = [] | ||
yM1 = [] | ||
yM2 = [] | ||
yM4 = [] | ||
for m in range(0,nq): | ||
if Verbose: | ||
logger.notice('Group '+str(m+1)+' at Q = '+str(Q[m])) | ||
S = mtd[samWS].readY(m) | ||
m0 = sum(S) | ||
wS = w*S | ||
m1 = sum(wS)/m0 | ||
w2S = w*wS | ||
m2 = sum(w2S)/m0 | ||
w4S = w*w*w2S | ||
m4 = sum(w4S)/m0 | ||
text = 'M0 = '+str(m0)+' ; M2 = '+str(m2)+' ; M4 = '+str(m4) | ||
logger.notice(text) | ||
yM0.append(m0) | ||
yM1.append(m1) | ||
yM2.append(m2) | ||
yM4.append(m4) | ||
fname = samWS[:-3] + 'Moments' | ||
CreateWorkspace(OutputWorkspace=fname+'_M0', DataX=Q, DataY=yM0, DataE=e0, | ||
Nspec=1, UnitX='MomentumTransfer') | ||
CreateWorkspace(OutputWorkspace=fname+'_M1', DataX=Q, DataY=yM1, DataE=e0, | ||
Nspec=1, UnitX='MomentumTransfer') | ||
CreateWorkspace(OutputWorkspace=fname+'_M2', DataX=Q, DataY=yM2, DataE=e0, | ||
Nspec=1, UnitX='MomentumTransfer') | ||
CreateWorkspace(OutputWorkspace=fname+'_M4', DataX=Q, DataY=yM4, DataE=e0, | ||
Nspec=1, UnitX='MomentumTransfer') | ||
group = fname+'_M0,'+fname+'_M1,'+fname+'_M2,'+fname+'_M4' | ||
GroupWorkspaces(InputWorkspaces=group,OutputWorkspace=fname) | ||
if Save: | ||
opath = os.path.join(workdir,fname+'.nxs') | ||
SaveNexusProcessed(InputWorkspace=fname, Filename=opath) | ||
if Verbose: | ||
logger.notice('Output file : ' + opath) | ||
if (Plot != 'None'): | ||
MomentPlot(fname,Plot) | ||
EndTime('Moments') | ||
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def MomentPlot(inputWS,Plot): | ||
m0_plot=mp.plotSpectrum(inputWS+'_M0',0) | ||
m2_plot=mp.plotSpectrum([inputWS+'_M2',inputWS+'_M4'],0) | ||
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def MomentStart(sname,Verbose,Plot,Save): | ||
workdir = config['defaultsave.directory'] | ||
spath = os.path.join(workdir, sname+'.nxs') # path name for sample nxs file | ||
LoadNexusProcessed(Filename=spath, OutputWorkspace=sname) | ||
MomentRun(sname,Verbose,Plot,Save) |