What are the available numpy.loadtxt or numpy.genfromtxt for importing table data with varying datatypes, and what are the available abbreviations for the use (e.g.
In addition to np.sctypeDict, there are these variables:
In [141]: np.typecodes
Out[141]:
{'All': '?bhilqpBHILQPefdgFDGSUVOMm',
'AllFloat': 'efdgFDG',
'AllInteger': 'bBhHiIlLqQpP',
'Character': 'c',
'Complex': 'FDG',
'Datetime': 'Mm',
'Float': 'efdg',
'Integer': 'bhilqp',
'UnsignedInteger': 'BHILQP'}
In [143]: np.sctypes
Out[143]:
{'complex': [numpy.complex64, numpy.complex128, numpy.complex192],
'float': [numpy.float16, numpy.float32, numpy.float64, numpy.float96],
'int': [numpy.int8, numpy.int16, numpy.int32, numpy.int32, numpy.int64],
'others': [bool, object, str, unicode, numpy.void],
'uint': [numpy.uint8, numpy.uint16, numpy.uint32, numpy.uint32, numpy.uint64]}