def __call__(self, x, strip_zeros=True): import numeric as _nc err = _nc.seterr(invalid='ignore') try: if isnan(x): return self.special_fmt % (_nan_str,) elif isinf(x): if x > 0: return self.special_fmt % (_inf_str,) else: return self.special_fmt % ('-' + _inf_str,) finally: _nc.seterr(**err) s = self.format % x if self.large_exponent: # 3-digit exponent expsign = s[-3] if expsign == '+' or expsign == '-': s = s[1:-2] + '0' + s[-2:] elif self.exp_format: # 2-digit exponent if s[-3] == '0': s = ' ' + s[:-3] + s[-2:] elif strip_zeros: z = s.rstrip('0') s = z + ' '*(len(s)-len(z)) return s
def __call__(self, x, strip_zeros=True): import numeric as _nc err = _nc.seterr(invalid='ignore') try: if isnan(x): return self.special_fmt % (_nan_str, ) elif isinf(x): if x > 0: return self.special_fmt % (_inf_str, ) else: return self.special_fmt % ('-' + _inf_str, ) finally: _nc.seterr(**err) s = self.format % x if self.large_exponent: # 3-digit exponent expsign = s[-3] if expsign == '+' or expsign == '-': s = s[1:-2] + '0' + s[-2:] elif self.exp_format: # 2-digit exponent if s[-3] == '0': s = ' ' + s[:-3] + s[-2:] elif strip_zeros: z = s.rstrip('0') s = z + ' ' * (len(s) - len(z)) return s
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