def _floatFormat(data, precision, suppress_small, sign=0):
exp_format = 0
errstate = _gen.seterr(all='ignore')
non_zero = _uf.absolute(data.compress(_uf.not_equal(data, 0)))
##non_zero = _numeric_compress(data) ##
if len(non_zero) == 0:
max_val = 0.
min_val = 0.
else:
max_val = max_reduce(non_zero)
min_val = min_reduce(non_zero)
if max_val >= 1.e8:
exp_format = 1
if not suppress_small and (min_val < 0.0001
or max_val / min_val > 1000.):
exp_format = 1
_gen.seterr(**errstate)
if exp_format:
large_exponent = 0 < min_val < 1e-99 or max_val >= 1e100
max_str_len = 8 + precision + large_exponent
if sign: format = '%+'
else: format = '%'
format = format + str(max_str_len) + '.' + str(precision) + 'e'
if large_exponent: format = format + '3'
else:
format = '%.' + str(precision) + 'f'
precision = min(precision,
max([_digits(x, precision, format) for x in data]))
max_str_len = len(str(int(max_val))) + precision + 2
if sign: format = '%#+'
else: format = '%#'
format = format + str(max_str_len) + '.' + str(precision) + 'f'
return format
def _floatFormat(data, precision, suppress_small, sign = 0):
exp_format = 0
errstate = _gen.seterr(all='ignore')
non_zero = _uf.absolute(data.compress(_uf.not_equal(data, 0)))
##non_zero = _numeric_compress(data) ##
if len(non_zero) == 0:
max_val = 0.
min_val = 0.
else:
max_val = max_reduce(non_zero)
min_val = min_reduce(non_zero)
if max_val >= 1.e8:
exp_format = 1
if not suppress_small and (min_val < 0.0001
or max_val/min_val > 1000.):
exp_format = 1
_gen.seterr(**errstate)
if exp_format:
large_exponent = 0 < min_val < 1e-99 or max_val >= 1e100
max_str_len = 8 + precision + large_exponent
if sign: format = '%+'
else: format = '%'
format = format + str(max_str_len) + '.' + str(precision) + 'e'
if large_exponent: format = format + '3'
else:
format = '%.' + str(precision) + 'f'
precision = min(precision, max([_digits(x, precision, format)
for x in data]))
max_str_len = len(str(int(max_val))) + precision + 2
if sign: format = '%#+'
else: format = '%#'
format = format + str(max_str_len) + '.' + str(precision) + 'f'
return format
def fillFormat(self, data):
import numeric as _nc
errstate = _nc.seterr(all='ignore')
try:
special = isnan(data) | isinf(data) | isna(data)
special[isna(data)] = False
valid = not_equal(data, 0) & ~special
valid[isna(data)] = False
non_zero = absolute(data.compress(valid))
if len(non_zero) == 0:
max_val = 0.
min_val = 0.
else:
max_val = maximum.reduce(non_zero, skipna=True)
min_val = minimum.reduce(non_zero, skipna=True)
if max_val >= 1.e8:
self.exp_format = True
if not self.suppress_small and (min_val < 0.0001
or max_val/min_val > 1000.):
self.exp_format = True
finally:
_nc.seterr(**errstate)
if self.exp_format:
self.large_exponent = 0 < min_val < 1e-99 or max_val >= 1e100
self.max_str_len = 8 + self.precision
if self.large_exponent:
self.max_str_len += 1
if self.sign:
format = '%+'
else:
format = '%'
format = format + '%d.%de' % (self.max_str_len, self.precision)
else:
format = '%%.%df' % (self.precision,)
if len(non_zero):
precision = max([_digits(x, self.precision, format)
for x in non_zero])
else:
precision = 0
precision = min(self.precision, precision)
self.max_str_len = len(str(int(max_val))) + precision + 2
if _nc.any(special):
self.max_str_len = max(self.max_str_len,
len(_nan_str),
len(_inf_str)+1,
len(_na_str))
if self.sign:
format = '%#+'
else:
format = '%#'
format = format + '%d.%df' % (self.max_str_len, precision)
self.special_fmt = '%%%ds' % (self.max_str_len,)
self.format = format
def fillFormat(self, data):
import numeric as _nc
errstate = _nc.seterr(all='ignore')
try:
special = isnan(data) | isinf(data) | isna(data)
special[isna(data)] = False
valid = not_equal(data, 0) & ~special
valid[isna(data)] = False
non_zero = absolute(data.compress(valid))
if len(non_zero) == 0:
max_val = 0.
min_val = 0.
else:
max_val = maximum.reduce(non_zero, skipna=True)
min_val = minimum.reduce(non_zero, skipna=True)
if max_val >= 1.e8:
self.exp_format = True
if not self.suppress_small and (min_val < 0.0001
or max_val / min_val > 1000.):
self.exp_format = True
finally:
_nc.seterr(**errstate)
if self.exp_format:
self.large_exponent = 0 < min_val < 1e-99 or max_val >= 1e100
self.max_str_len = 8 + self.precision
if self.large_exponent:
self.max_str_len += 1
if self.sign:
format = '%+'
else:
format = '%'
format = format + '%d.%de' % (self.max_str_len, self.precision)
else:
format = '%%.%df' % (self.precision, )
if len(non_zero):
precision = max(
[_digits(x, self.precision, format) for x in non_zero])
else:
precision = 0
precision = min(self.precision, precision)
self.max_str_len = len(str(int(max_val))) + precision + 2
if _nc.any(special):
self.max_str_len = max(self.max_str_len, len(_nan_str),
len(_inf_str) + 1, len(_na_str))
if self.sign:
format = '%#+'
else:
format = '%#'
format = format + '%d.%df' % (self.max_str_len, precision)
self.special_fmt = '%%%ds' % (self.max_str_len, )
self.format = format
def __init__(self, data):
if data.dtype.kind == 'm':
nat_value = array(['NaT'], dtype=data.dtype)[0]
int_dtype = dtype(data.dtype.byteorder + 'i8')
int_view = data.view(int_dtype)
v = int_view[not_equal(int_view, nat_value.view(int_dtype))]
if len(v) > 0:
# Max str length of non-NaT elements
max_str_len = max(len(str(maximum.reduce(v))),
len(str(minimum.reduce(v))))
else:
max_str_len = 0
if len(v) < len(data):
# data contains a NaT
max_str_len = max(max_str_len, 5)
self.format = '%' + str(max_str_len) + 'd'
self._nat = "'NaT'".rjust(max_str_len)
