for g in file_handle.walk_groups():
if g == file_handle.root:
continue
Result = search('(.*(mg water).*) \(Group\)', str(g))
if Result == None or Result.group(1) == '':
continue
if g.TAC_Gain.read() == 3 and g.ChannelCount.read() == 2:
if g._DataType.read() == "ADCData":
Data.append(ADCData(PyTablesGroup=g))
ChannelCount += g.ChannelCount.read()
from DataContainer.StorageArray import ChannelizedArray
TotalNormInt = ChannelizedArray(len(Data[0].ADC_Intervals), 2, 'uint64')
TotalNormInt._Data = file_handle.get_node('/TotalNorm')._RawBinned.read()
TotalNormInt._SetItems()
TotalNorm = ChannelizedArray(len(Data[0].ADC_Intervals), 2, 'float64')
"""
Scatter Data:
(Removed) /2013-08-28 exp 4 mg water 150 degree light
(Removed) /2013-08-28 exp 5 mg water 150 degree light again last time objective dried out
(Removed) /2013-08-28 exp 6 mg water 150 degree light again
/2013-09-05 exp 4 mg water 150 pol
/2013-09-05 exp 5 mg water 240 pol
/2013-09-05 exp 6 mg water 200 pol
/2013-09-05 exp 7 mg water cp
"""
Data = array(Data[3:])
#DataSet = '/2013-09-01 exp 8 1 nm dna in buffer cp'; G = 1.0; BG = 'Buffer'
#DataSet = '/2013-09-04 exp 5 dna low count rate 200 pol'; G = 2.0; BG = 'Buffer'
#DataSet = '/2013-09-02 exp 12 buffer 200 pol'; G = 2.0; BG = 'Buffer'
#DataSet = '/2013-09-02 exp 13 buffer cp'; G = 1.0; BG = 'Buffer'
#DataSet = '/2013-09-03 exp 5 low count rate alexa 200 pol'; G = 2.0; BG = 'Buffer'
#DataSet = '/2013-09-03 exp 2 low count rate alexa cp'; G = 1.0; BG = 'Buffer'
#DataSet = '/2013-09-04 exp 6 dna low count rate cp'; G = 1.0; BG = 'Buffer'
#DataSet = '/2013-09-01 exp 5 1 nm dna in buffer 150 pol'; G = 2.0; BG = 'Buffer'
#DataSet = '/2013-09-06 exp 2 ncp high count rate 150 pol'; G = 2.0; BG = 'Buffer'
from DataContainer.StorageArray import ChannelizedArray
Length = len(Time)
Dtype = 'float64'
Data = ChannelizedArray(Length, 2, Dtype)
Data._Data = FileHandle.get_node(DataSet)._RawBinned.read()
AlignedRaw = ChannelizedArray(Length, 4, 'float64')
AlignedRawNonzero = dict()
for Index in Data.keys():
Nonzero = Norm[Index].nonzero()
AlignedRaw[Index][Nonzero] = Data[Index][Nonzero] / Norm[Index][Nonzero]
AlignedRaw[Index] = roll(AlignedRaw[Index],
(Shift + DataShift - argmax(AlignedRaw[Index])))
AlignedRawNonzero[Index] = AlignedRaw[Index].nonzero()[0]
Nonzero = AlignedRaw[Index].nonzero()[0]
NonzeroLength = len(Nonzero)
AlignedRaw[Index][arange(NonzeroLength)] = AlignedRaw[Index][Nonzero]