##// END OF EJS Templates
schain-jc
RSS
merged into schain_mp
merged into schain_mp
ebocanegra - - Load All Authors

File last commit:

r965:156d7465eee3
r969:0ac79dee3b6c merge
Show More
jroheaderIO.py.svn-base
804 lines | 27.2 KiB | text/plain | TextLexer
/ schainpy / model / data / .svn / text-base / jroheaderIO.py.svn-base
History | Source | Raw |Copy content |Copy permalink
ebocanegra
first commit
 r965 '''
$Author: murco $
$Id: JROHeaderIO.py 151 2012-10-31 19:00:51Z murco $
'''
import sys
import numpy
import copy
import datetime
SPEED_OF_LIGHT = 299792458
SPEED_OF_LIGHT = 3e8
''' numpy.dtype
Create a data type object.
A numpy array is homogeneous, and contains elements described by a dtype object.
A dtype object can be constructed from different combinations of fundamental numeric types.
'''
BASIC_STRUCTURE = numpy.dtype([ #BASIC HEADER 24bytes
('nSize','<u4'),
('nVersion','<u2'),
('nDataBlockId','<u4'),
('nUtime','<u4'), # \
('nMilsec','<u2'), # } time Structure 10bytes
('nTimezone','<i2'), # /
('nDstflag','<i2'), # /
('nErrorCount','<u4')
])
SYSTEM_STRUCTURE = numpy.dtype([ #LONG HEADER 24bytes
('nSize','<u4'),
('nNumSamples','<u4'),
('nNumProfiles','<u4'),
('nNumChannels','<u4'),
('nADCResolution','<u4'),
('nPCDIOBusWidth','<u4'),
])
RADAR_STRUCTURE = numpy.dtype([ #RADAR CONTROLLER PARAMETERS 116bytes
('nSize','<u4'),
('nExpType','<u4'),
('nNTx','<u4'),
('fIpp','<f4'),
('fTxA','<f4'),
('fTxB','<f4'),
('nNumWindows','<u4'),
('nNumTaus','<u4'),
('nCodeType','<u4'),
('nLine6Function','<u4'),
('nLine5Function','<u4'),
('fClock','<f4'),
('nPrePulseBefore','<u4'),
('nPrePulseAfter','<u4'),
('sRangeIPP','<a20'), #Includes: sRange_TR 16bytes & nDinFlags 4bytes
('sRangeTxA','<a20'),
('sRangeTxB','<a20'),
])
SAMPLING_STRUCTURE = numpy.dtype([('h0','<f4'),
('dh','<f4'),
('nsa','<u4')])
PROCESSING_STRUCTURE = numpy.dtype([ #PROCESS PARAMETERS 40bytes
('nSize','<u4'),
('nDataType','<u4'),
('nSizeOfDataBlock','<u4'),
('nProfilesperBlock','<u4'),
('nDataBlocksperFile','<u4'),
('nNumWindows','<u4'),
('nProcessFlags','<u4'),
('nCoherentIntegrations','<u4'),
('nIncoherentIntegrations','<u4'),
('nTotalSpectra','<u4')
])
class Header(object):
def __init__(self):
raise NotImplementedError
def copy(self):
return copy.deepcopy(self)
def read(self):
raise NotImplementedError
def write(self):
raise NotImplementedError
def printInfo(self):
message = "#"*50 + "\n"
message += self.__class__.__name__.upper() + "\n"
message += "#"*50 + "\n"
keyList = self.__dict__.keys()
keyList.sort()
for key in keyList:
message += "%s = %s" %(key, self.__dict__[key]) + "\n"
if "size" not in keyList:
attr = getattr(self, "size")
if attr:
message += "%s = %s" %("size", attr) + "\n"
print message
class BasicHeader(Header):
size = None
version = None
dataBlock = None
utc = None
ltc = None
miliSecond = None
timeZone = None
dstFlag = None
errorCount = None
datatime = None
__LOCALTIME = None
def __init__(self, useLocalTime=True):
self.size = 24
self.version = 0
self.dataBlock = 0
self.utc = 0
self.miliSecond = 0
self.timeZone = 0
self.dstFlag = 0
self.errorCount = 0
self.useLocalTime = useLocalTime
def read(self, fp):
try:
header = numpy.fromfile(fp, BASIC_STRUCTURE,1)
''' numpy.fromfile(file, dtype, count, sep='')
file : file or str
Open file object or filename.
dtype : data-type
Data type of the returned array. For binary files, it is used to determine
the size and byte-order of the items in the file.
count : int
Number of items to read. -1 means all items (i.e., the complete file).
sep : str
Separator between items if file is a text file. Empty ("") separator means
the file should be treated as binary. Spaces (" ") in the separator match zero
or more whitespace characters. A separator consisting only of spaces must match
at least one whitespace.
'''
except Exception, e:
print "BasicHeader: "
print eBasicHeader
return 0
self.size = int(header['nSize'][0])
self.version = int(header['nVersion'][0])
self.dataBlock = int(header['nDataBlockId'][0])
self.utc = int(header['nUtime'][0])
self.miliSecond = int(header['nMilsec'][0])
self.timeZone = int(header['nTimezone'][0])
self.dstFlag = int(header['nDstflag'][0])
self.errorCount = int(header['nErrorCount'][0])
if self.size < 24:
return 0
return 1
def write(self, fp):
headerTuple = (self.size,self.version,self.dataBlock,self.utc,self.miliSecond,self.timeZone,self.dstFlag,self.errorCount)
header = numpy.array(headerTuple, BASIC_STRUCTURE)
# numpy.array(object, dtype=None, copy=True, order=None, subok=False, ndmin=0)
header.tofile(fp)
''' ndarray.tofile(fid, sep, format) Write array to a file as text or binary (default).
fid : file or str
An open file object, or a string containing a filename.
sep : str
Separator between array items for text output. If "" (empty), a binary file is written,
equivalent to file.write(a.tobytes()).
format : str
Format string for text file output. Each entry in the array is formatted to text by
first converting it to the closest Python type, and then using "format" % item.
'''
return 1
def get_ltc(self):
return self.utc - self.timeZone*60
def set_ltc(self, value):
self.utc = value + self.timeZone*60
def get_datatime(self):
return datetime.datetime.utcfromtimestamp(self.ltc)
ltc = property(get_ltc, set_ltc)
datatime = property(get_datatime)
class SystemHeader(Header):
size = None
nSamples = None
nProfiles = None
nChannels = None
adcResolution = None
pciDioBusWidth = None
def __init__(self, nSamples=0, nProfiles=0, nChannels=0, adcResolution=14, pciDioBusWith=0):
self.size = 24
self.nSamples = nSamples
self.nProfiles = nProfiles
self.nChannels = nChannels
self.adcResolution = adcResolution
self.pciDioBusWidth = pciDioBusWith
def read(self, fp):
startFp = fp.tell() #The method tell() returns the current position of the file read/write pointer within the file.
try:
header = numpy.fromfile(fp,SYSTEM_STRUCTURE,1)
except Exception, e:
print "System Header: " + e
return 0
self.size = header['nSize'][0]
self.nSamples = header['nNumSamples'][0]
self.nProfiles = header['nNumProfiles'][0]
self.nChannels = header['nNumChannels'][0]
self.adcResolution = header['nADCResolution'][0]
self.pciDioBusWidth = header['nPCDIOBusWidth'][0]
endFp = self.size + startFp
if fp.tell() > endFp:
sys.stderr.write("Warning %s: Size value read from System Header is lower than it has to be\n" %fp.name)
return 0
if fp.tell() < endFp:
sys.stderr.write("Warning %s: Size value read from System Header size is greater than it has to be\n" %fp.name)
return 0
return 1
def write(self, fp):
headerTuple = (self.size,self.nSamples,self.nProfiles,self.nChannels,self.adcResolution,self.pciDioBusWidth)
header = numpy.array(headerTuple,SYSTEM_STRUCTURE)
header.tofile(fp)
return 1
class RadarControllerHeader(Header):
expType = None
nTx = None
ipp = None
txA = None
txB = None
nWindows = None
numTaus = None
codeType = None
line6Function = None
line5Function = None
fClock = None
prePulseBefore = None
prePulserAfter = None
rangeIpp = None
rangeTxA = None
rangeTxB = None
__size = None
def __init__(self, expType=2, nTx=1,
ippKm=None, txA=0, txB=0,
nWindows=None, nHeights=None, firstHeight=None, deltaHeight=None,
numTaus=0, line6Function=0, line5Function=0, fClock=None,
prePulseBefore=0, prePulseAfter=0,
codeType=0, nCode=0, nBaud=0, code=None,
flip1=0, flip2=0):
# self.size = 116
self.expType = expType
self.nTx = nTx
self.ipp = ippKm
self.txA = txA
self.txB = txB
self.nWindows = nWindows
self.numTaus = numTaus
self.codeType = codeType
self.line6Function = line6Function
self.line5Function = line5Function
self.fClock = fClock
self.prePulseBefore = prePulseBefore
self.prePulserAfter = prePulseAfter
self.rangeIpp = ippKm
self.rangeTxA = txA
self.rangeTxB = txB
self.nHeights = nHeights
self.firstHeight = firstHeight
self.deltaHeight = deltaHeight
self.samplesWin = nHeights
self.nCode = nCode
self.nBaud = nBaud
self.code = code
self.flip1 = flip1
self.flip2 = flip2
self.code_size = int(numpy.ceil(self.nBaud/32.))*self.nCode*4
# self.dynamic = numpy.array([],numpy.dtype('byte'))
if self.fClock is None and self.deltaHeight is not None:
self.fClock = 0.15/(deltaHeight*1e-6) #0.15Km / (height * 1u)
def read(self, fp):
startFp = fp.tell()
try:
header = numpy.fromfile(fp,RADAR_STRUCTURE,1)
except Exception, e:
print "RadarControllerHeader: " + e
return 0
size = int(header['nSize'][0])
self.expType = int(header['nExpType'][0])
self.nTx = int(header['nNTx'][0])
self.ipp = float(header['fIpp'][0])
self.txA = float(header['fTxA'][0])
self.txB = float(header['fTxB'][0])
self.nWindows = int(header['nNumWindows'][0])
self.numTaus = int(header['nNumTaus'][0])
self.codeType = int(header['nCodeType'][0])
self.line6Function = int(header['nLine6Function'][0])
self.line5Function = int(header['nLine5Function'][0])
self.fClock = float(header['fClock'][0])
self.prePulseBefore = int(header['nPrePulseBefore'][0])
self.prePulserAfter = int(header['nPrePulseAfter'][0])
self.rangeIpp = header['sRangeIPP'][0]
self.rangeTxA = header['sRangeTxA'][0]
self.rangeTxB = header['sRangeTxB'][0]
samplingWindow = numpy.fromfile(fp,SAMPLING_STRUCTURE,self.nWindows)
self.nHeights = int(numpy.sum(samplingWindow['nsa']))
self.firstHeight = samplingWindow['h0']
self.deltaHeight = samplingWindow['dh']
self.samplesWin = samplingWindow['nsa']
self.Taus = numpy.fromfile(fp,'<f4',self.numTaus)
self.code_size = 0
if self.codeType != 0:
self.nCode = int(numpy.fromfile(fp,'<u4',1))
self.nBaud = int(numpy.fromfile(fp,'<u4',1))
code = numpy.empty([self.nCode,self.nBaud],dtype='i1')
for ic in range(self.nCode):
temp = numpy.fromfile(fp,'u4',int(numpy.ceil(self.nBaud/32.)))
for ib in range(self.nBaud-1,-1,-1):
code[ic,ib] = temp[ib/32]%2
temp[ib/32] = temp[ib/32]/2
self.code = 2.0*code - 1.0
self.code_size = int(numpy.ceil(self.nBaud/32.))*self.nCode*4
# if self.line5Function == RCfunction.FLIP:
# self.flip1 = numpy.fromfile(fp,'<u4',1)
#
# if self.line6Function == RCfunction.FLIP:
# self.flip2 = numpy.fromfile(fp,'<u4',1)
endFp = size + startFp
if fp.tell() != endFp:
# fp.seek(endFp)
print "%s: Radar Controller Header size is not consistent: from data [%d] != from header field [%d]" %(fp.name, fp.tell()-startFp, size)
# return 0
if fp.tell() > endFp:
sys.stderr.write("Warning %s: Size value read from Radar Controller header is lower than it has to be\n" %fp.name)
# return 0
if fp.tell() < endFp:
sys.stderr.write("Warning %s: Size value read from Radar Controller header is greater than it has to be\n" %fp.name)
return 1
def write(self, fp):
headerTuple = (self.size,
self.expType,
self.nTx,
self.ipp,
self.txA,
self.txB,
self.nWindows,
self.numTaus,
self.codeType,
self.line6Function,
self.line5Function,
self.fClock,
self.prePulseBefore,
self.prePulserAfter,
self.rangeIpp,
self.rangeTxA,
self.rangeTxB)
header = numpy.array(headerTuple,RADAR_STRUCTURE)
header.tofile(fp)
sampleWindowTuple = (self.firstHeight,self.deltaHeight,self.samplesWin)
samplingWindow = numpy.array(sampleWindowTuple,SAMPLING_STRUCTURE)
samplingWindow.tofile(fp)
if self.numTaus > 0:
self.Taus.tofile(fp)
if self.codeType !=0:
nCode = numpy.array(self.nCode, '<u4')
nCode.tofile(fp)
nBaud = numpy.array(self.nBaud, '<u4')
nBaud.tofile(fp)
code1 = (self.code + 1.0)/2.
for ic in range(self.nCode):
tempx = numpy.zeros(numpy.ceil(self.nBaud/32.))
start = 0
end = 32
for i in range(len(tempx)):
code_selected = code1[ic,start:end]
for j in range(len(code_selected)-1,-1,-1):
if code_selected[j] == 1:
tempx[i] = tempx[i] + 2**(len(code_selected)-1-j)
start = start + 32
end = end + 32
tempx = tempx.astype('u4')
tempx.tofile(fp)
# if self.line5Function == RCfunction.FLIP:
# self.flip1.tofile(fp)
#
# if self.line6Function == RCfunction.FLIP:
# self.flip2.tofile(fp)
return 1
def get_ippSeconds(self):
'''
'''
ippSeconds = 2.0 * 1000 * self.ipp / SPEED_OF_LIGHT
return ippSeconds
def set_ippSeconds(self, ippSeconds):
'''
'''
self.ipp = ippSeconds * SPEED_OF_LIGHT / (2.0*1000)
return
def get_size(self):
self.__size = 116 + 12*self.nWindows + 4*self.numTaus
if self.codeType != 0:
self.__size += 4 + 4 + 4*self.nCode*numpy.ceil(self.nBaud/32.)
return self.__size
def set_size(self, value):
raise IOError, "size is a property and it cannot be set, just read"
return
ippSeconds = property(get_ippSeconds, set_ippSeconds)
size = property(get_size, set_size)
class ProcessingHeader(Header):
# size = None
dtype = None
blockSize = None
profilesPerBlock = None
dataBlocksPerFile = None
nWindows = None
processFlags = None
nCohInt = None
nIncohInt = None
totalSpectra = None
flag_dc = None
flag_cspc = None
def __init__(self):
# self.size = 0
self.dtype = 0
self.blockSize = 0
self.profilesPerBlock = 0
self.dataBlocksPerFile = 0
self.nWindows = 0
self.processFlags = 0
self.nCohInt = 0
self.nIncohInt = 0
self.totalSpectra = 0
self.nHeights = 0
self.firstHeight = 0
self.deltaHeight = 0
self.samplesWin = 0
self.spectraComb = 0
self.nCode = None
self.code = None
self.nBaud = None
self.shif_fft = False
self.flag_dc = False
self.flag_cspc = False
self.flag_decode = False
self.flag_deflip = False
def read(self, fp):
startFp = fp.tell()
try:
header = numpy.fromfile(fp,PROCESSING_STRUCTURE,1)
except Exception, e:
print "ProcessingHeader: " + e
return 0
size = int(header['nSize'][0])
self.dtype = int(header['nDataType'][0])
self.blockSize = int(header['nSizeOfDataBlock'][0])
self.profilesPerBlock = int(header['nProfilesperBlock'][0])
self.dataBlocksPerFile = int(header['nDataBlocksperFile'][0])
self.nWindows = int(header['nNumWindows'][0])
self.processFlags = header['nProcessFlags']
self.nCohInt = int(header['nCoherentIntegrations'][0])
self.nIncohInt = int(header['nIncoherentIntegrations'][0])
self.totalSpectra = int(header['nTotalSpectra'][0])
samplingWindow = numpy.fromfile(fp,SAMPLING_STRUCTURE,self.nWindows)
self.nHeights = int(numpy.sum(samplingWindow['nsa']))
self.firstHeight = float(samplingWindow['h0'][0])
self.deltaHeight = float(samplingWindow['dh'][0])
self.samplesWin = samplingWindow['nsa'][0]
self.spectraComb = numpy.fromfile(fp,'u1',2*self.totalSpectra)
if ((self.processFlags & PROCFLAG.DEFINE_PROCESS_CODE) == PROCFLAG.DEFINE_PROCESS_CODE):
self.nCode = int(numpy.fromfile(fp,'<u4',1))
self.nBaud = int(numpy.fromfile(fp,'<u4',1))
self.code = numpy.fromfile(fp,'<f4',self.nCode*self.nBaud).reshape(self.nCode,self.nBaud)
if ((self.processFlags & PROCFLAG.EXP_NAME_ESP) == PROCFLAG.EXP_NAME_ESP):
exp_name_len = int(numpy.fromfile(fp,'<u4',1))
exp_name = numpy.fromfile(fp,'u1',exp_name_len+1)
if ((self.processFlags & PROCFLAG.SHIFT_FFT_DATA) == PROCFLAG.SHIFT_FFT_DATA):
self.shif_fft = True
else:
self.shif_fft = False
if ((self.processFlags & PROCFLAG.SAVE_CHANNELS_DC) == PROCFLAG.SAVE_CHANNELS_DC):
self.flag_dc = True
else:
self.flag_dc = False
if ((self.processFlags & PROCFLAG.DECODE_DATA) == PROCFLAG.DECODE_DATA):
self.flag_decode = True
else:
self.flag_decode = False
if ((self.processFlags & PROCFLAG.DEFLIP_DATA) == PROCFLAG.DEFLIP_DATA):
self.flag_deflip = True
else:
self.flag_deflip = False
nChannels = 0
nPairs = 0
pairList = []
for i in range( 0, self.totalSpectra*2, 2 ):
if self.spectraComb[i] == self.spectraComb[i+1]:
nChannels = nChannels + 1 #par de canales iguales
else:
nPairs = nPairs + 1 #par de canales diferentes
pairList.append( (self.spectraComb[i], self.spectraComb[i+1]) )
self.flag_cspc = False
if nPairs > 0:
self.flag_cspc = True
endFp = size + startFp
if fp.tell() > endFp:
sys.stderr.write("Warning: Processing header size is lower than it has to be")
return 0
if fp.tell() < endFp:
sys.stderr.write("Warning: Processing header size is greater than it is considered")
return 1
def write(self, fp):
#Clear DEFINE_PROCESS_CODE
self.processFlags = self.processFlags & (~PROCFLAG.DEFINE_PROCESS_CODE)
headerTuple = (self.size,
self.dtype,
self.blockSize,
self.profilesPerBlock,
self.dataBlocksPerFile,
self.nWindows,
self.processFlags,
self.nCohInt,
self.nIncohInt,
self.totalSpectra)
header = numpy.array(headerTuple,PROCESSING_STRUCTURE)
header.tofile(fp)
if self.nWindows != 0:
sampleWindowTuple = (self.firstHeight,self.deltaHeight,self.samplesWin)
samplingWindow = numpy.array(sampleWindowTuple,SAMPLING_STRUCTURE)
samplingWindow.tofile(fp)
if self.totalSpectra != 0:
# spectraComb = numpy.array([],numpy.dtype('u1'))
spectraComb = self.spectraComb
spectraComb.tofile(fp)
# if self.processFlags & PROCFLAG.DEFINE_PROCESS_CODE == PROCFLAG.DEFINE_PROCESS_CODE:
# nCode = numpy.array([self.nCode], numpy.dtype('u4')) #Probar con un dato que almacene codigo, hasta el momento no se hizo la prueba
# nCode.tofile(fp)
#
# nBaud = numpy.array([self.nBaud], numpy.dtype('u4'))
# nBaud.tofile(fp)
#
# code = self.code.reshape(self.nCode*self.nBaud)
# code = code.astype(numpy.dtype('<f4'))
# code.tofile(fp)
return 1
def get_size(self):
self.__size = 40 + 12*self.nWindows + 2*self.totalSpectra
# if self.processFlags & PROCFLAG.DEFINE_PROCESS_CODE == PROCFLAG.DEFINE_PROCESS_CODE:
# self.__size += 4 + 4 + 4*self.nCode*numpy.ceil(self.nBaud/32.)
# self.__size += 4 + 4 + 4 * self.nCode * self.nBaud
return self.__size
def set_size(self, value):
raise IOError, "size is a property and it cannot be set, just read"
return
size = property(get_size, set_size)
class RCfunction:
NONE=0
FLIP=1
CODE=2
SAMPLING=3
LIN6DIV256=4
SYNCHRO=5
class nCodeType:
NONE=0
USERDEFINE=1
BARKER2=2
BARKER3=3
BARKER4=4
BARKER5=5
BARKER7=6
BARKER11=7
BARKER13=8
AC128=9
COMPLEMENTARYCODE2=10
COMPLEMENTARYCODE4=11
COMPLEMENTARYCODE8=12
COMPLEMENTARYCODE16=13
COMPLEMENTARYCODE32=14
COMPLEMENTARYCODE64=15
COMPLEMENTARYCODE128=16
CODE_BINARY28=17
class PROCFLAG:
COHERENT_INTEGRATION = numpy.uint32(0x00000001)
DECODE_DATA = numpy.uint32(0x00000002)
SPECTRA_CALC = numpy.uint32(0x00000004)
INCOHERENT_INTEGRATION = numpy.uint32(0x00000008)
POST_COHERENT_INTEGRATION = numpy.uint32(0x00000010)
SHIFT_FFT_DATA = numpy.uint32(0x00000020)
DATATYPE_CHAR = numpy.uint32(0x00000040)
DATATYPE_SHORT = numpy.uint32(0x00000080)
DATATYPE_LONG = numpy.uint32(0x00000100)
DATATYPE_INT64 = numpy.uint32(0x00000200)
DATATYPE_FLOAT = numpy.uint32(0x00000400)
DATATYPE_DOUBLE = numpy.uint32(0x00000800)
DATAARRANGE_CONTIGUOUS_CH = numpy.uint32(0x00001000)
DATAARRANGE_CONTIGUOUS_H = numpy.uint32(0x00002000)
DATAARRANGE_CONTIGUOUS_P = numpy.uint32(0x00004000)
SAVE_CHANNELS_DC = numpy.uint32(0x00008000)
DEFLIP_DATA = numpy.uint32(0x00010000)
DEFINE_PROCESS_CODE = numpy.uint32(0x00020000)
ACQ_SYS_NATALIA = numpy.uint32(0x00040000)
ACQ_SYS_ECHOTEK = numpy.uint32(0x00080000)
ACQ_SYS_ADRXD = numpy.uint32(0x000C0000)
ACQ_SYS_JULIA = numpy.uint32(0x00100000)
ACQ_SYS_XXXXXX = numpy.uint32(0x00140000)
EXP_NAME_ESP = numpy.uint32(0x00200000)
CHANNEL_NAMES_ESP = numpy.uint32(0x00400000)
OPERATION_MASK = numpy.uint32(0x0000003F)
DATATYPE_MASK = numpy.uint32(0x00000FC0)
DATAARRANGE_MASK = numpy.uint32(0x00007000)
ACQ_SYS_MASK = numpy.uint32(0x001C0000)
dtype0 = numpy.dtype([('real','<i1'),('imag','<i1')])
dtype1 = numpy.dtype([('real','<i2'),('imag','<i2')])
dtype2 = numpy.dtype([('real','<i4'),('imag','<i4')])
dtype3 = numpy.dtype([('real','<i8'),('imag','<i8')])
dtype4 = numpy.dtype([('real','<f4'),('imag','<f4')])
dtype5 = numpy.dtype([('real','<f8'),('imag','<f8')])
NUMPY_DTYPE_LIST = [dtype0, dtype1, dtype2, dtype3, dtype4, dtype5]
PROCFLAG_DTYPE_LIST = [PROCFLAG.DATATYPE_CHAR,
PROCFLAG.DATATYPE_SHORT,
PROCFLAG.DATATYPE_LONG,
PROCFLAG.DATATYPE_INT64,
PROCFLAG.DATATYPE_FLOAT,
PROCFLAG.DATATYPE_DOUBLE]
DTYPE_WIDTH = [1, 2, 4, 8, 4, 8]
def get_dtype_index(numpy_dtype):
index = None
for i in range(len(NUMPY_DTYPE_LIST)):
if numpy_dtype == NUMPY_DTYPE_LIST[i]:
index = i
break
return index
def get_numpy_dtype(index):
return NUMPY_DTYPE_LIST[index]
def get_procflag_dtype(index):
return PROCFLAG_DTYPE_LIST[index]
def get_dtype_width(index):
return DTYPE_WIDTH[index]