/
format_utils.py
351 lines (297 loc) · 11.4 KB
/
format_utils.py
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from typing import Union
from math import floor, log10, log2
import re
from copy import copy
from decimal import Decimal
from sciform.modes import ExpMode, RoundMode, SignMode, AutoExpVal, AutoDigits
from sciform.prefix import (si_val_to_prefix_dict, iec_val_to_prefix_dict,
pp_val_to_prefix_dict)
Number = Union[Decimal, float, int, str]
def get_top_digit(num: Decimal, binary=False) -> int:
if not num.is_finite():
return 0
if num == 0:
return 0
if not binary:
return floor(log10(abs(num)))
else:
return floor(log2(abs(num)))
def get_bottom_digit(num: Decimal) -> int:
if not num.is_finite():
return 0
else:
_, _, exp = num.as_tuple()
return exp
def get_mantissa_exp_base(
num: Decimal,
exp_mode: ExpMode,
input_exp_val: Union[int, type(AutoExpVal)] = None
) -> (Decimal, int, int):
if (exp_mode is ExpMode.BINARY
or exp_mode is ExpMode.BINARY_IEC):
base = 2
else:
base = 10
if not num.is_finite():
mantissa = num
if input_exp_val is AutoExpVal:
exp_val = 0
else:
exp_val = input_exp_val
elif num == 0:
mantissa = Decimal(0)
if input_exp_val is AutoExpVal:
exp_val = 0
else:
exp_val = input_exp_val
else:
if exp_mode is ExpMode.FIXEDPOINT or exp_mode is ExpMode.PERCENT:
if input_exp_val is not AutoExpVal and input_exp_val != 0:
raise ValueError('Cannot set non-zero exponent in fixed point '
'or percent exponent mode.')
exp_val = 0
elif exp_mode is ExpMode.SCIENTIFIC:
if input_exp_val is AutoExpVal:
exp_val = get_top_digit(num)
else:
exp_val = input_exp_val
elif (exp_mode is ExpMode.ENGINEERING
or exp_mode is ExpMode.ENGINEERING_SHIFTED):
if input_exp_val is AutoExpVal:
exp_val = get_top_digit(num)
if exp_mode is ExpMode.ENGINEERING:
exp_val = (exp_val // 3) * 3
else:
exp_val = ((exp_val + 1) // 3) * 3
else:
if input_exp_val % 3 != 0:
raise ValueError(f'Exponent must be an integer multiple '
f'of 3 in engineering modes, not '
f'{input_exp_val}.')
exp_val = input_exp_val
elif (exp_mode is ExpMode.BINARY
or exp_mode is ExpMode.BINARY_IEC):
if input_exp_val is AutoExpVal:
exp_val = get_top_digit(num, binary=True)
if exp_mode is ExpMode.BINARY_IEC:
exp_val = (exp_val // 10) * 10
else:
if exp_mode is ExpMode.BINARY_IEC and input_exp_val % 10 != 0:
raise ValueError(f'Exponent must be an integer multiple '
f'of 10 in binary IEC mode, not '
f'{input_exp_val}.')
exp_val = input_exp_val
else:
raise ValueError(f'Unhandled exponent mode {exp_mode}.')
mantissa = num * Decimal(base)**Decimal(-exp_val)
mantissa = mantissa.normalize()
return mantissa, exp_val, base
def get_exp_str(exp_val: int, exp_mode: ExpMode,
capitalize: bool) -> str:
if exp_mode is exp_mode.FIXEDPOINT or exp_mode is ExpMode.PERCENT:
exp_str = ''
elif (exp_mode is ExpMode.SCIENTIFIC
or exp_mode is ExpMode.ENGINEERING
or exp_mode is ExpMode.ENGINEERING_SHIFTED):
exp_char = 'E' if capitalize else 'e'
exp_str = f'{exp_char}{exp_val:+03d}'
elif (exp_mode is ExpMode.BINARY
or exp_mode is ExpMode.BINARY_IEC):
exp_char = 'B' if capitalize else 'b'
exp_str = f'{exp_char}{exp_val:+03d}'
else:
raise ValueError(f'Unhandled format type {exp_mode}')
return exp_str
def get_sign_str(num: Decimal, sign_mode: SignMode) -> str:
if num < 0:
sign_str = '-'
else:
if sign_mode is SignMode.ALWAYS:
sign_str = '+'
elif sign_mode is SignMode.SPACE:
sign_str = ' '
elif sign_mode is SignMode.NEGATIVE:
sign_str = ''
else:
raise ValueError(f'Invalid sign mode {sign_mode}.')
return sign_str
def get_pdg_round_digit(num: Decimal):
"""
Determine what digit a number should be rounded to according to the
particle data group 3-5-4 rounding rules.
See
https://pdg.lbl.gov/2010/reviews/rpp2010-rev-rpp-intro.pdf
Section 5.2
"""
top_digit = get_top_digit(num)
# Bring num to be between 100 and 1000.
num_top_three_digs = num * 10 ** (2 - top_digit)
num_top_three_digs = round(num_top_three_digs, 0)
new_top_digit = get_top_digit(num_top_three_digs)
num_top_three_digs = num_top_three_digs * 10 ** (2 - new_top_digit)
if 100 <= num_top_three_digs <= 354:
round_digit = top_digit - 1
elif 355 <= num_top_three_digs <= 949:
round_digit = top_digit
elif 950 <= num_top_three_digs <= 999:
'''
Here we set the round digit equal to the top digit. But since
the top three digits are >= 950 this means they will be rounded
up to 1000. So with round digit set to the top digit this will
correspond to displaying two digits of uncertainty: "10".
e.g. 123.45632 +/- 0.987 would be rounded as 123.5 +/- 1.0.
'''
round_digit = top_digit
else:
raise ValueError
return round_digit
def get_round_digit(num: Decimal,
round_mode: RoundMode,
ndigits: Union[int, type(AutoDigits)],
pdg_sig_figs: bool = False) -> int:
if round_mode is RoundMode.SIG_FIG:
if ndigits is AutoDigits:
if pdg_sig_figs:
round_digit = get_pdg_round_digit(num)
else:
round_digit = get_bottom_digit(num)
else:
round_digit = get_top_digit(num) - (ndigits - 1)
elif round_mode is RoundMode.DEC_PLACE:
if ndigits is AutoDigits:
round_digit = get_bottom_digit(num)
else:
round_digit = -ndigits
else:
raise TypeError(f'Unhandled round mode: {round_mode}.')
return round_digit
def get_fill_str(fill_char: str, top_digit: int, top_padded_digit: int) -> str:
if top_padded_digit > top_digit:
pad_len = top_padded_digit - max(top_digit, 0)
pad_str = fill_char*pad_len
else:
pad_str = ''
return pad_str
def format_num_by_top_bottom_dig(num: Decimal,
target_top_digit: int,
target_bottom_digit: int,
sign_mode: SignMode,
fill_char: str) -> str:
print_prec = max(0, -target_bottom_digit)
abs_mantissa_str = f'{abs(num):.{print_prec}f}'
sign_str = get_sign_str(num, sign_mode)
num_top_digit = get_top_digit(num)
fill_str = get_fill_str(fill_char, num_top_digit, target_top_digit)
num_str = f'{sign_str}{fill_str}{abs_mantissa_str}'
return num_str
def get_exp_symb_sign_digits(exp_str: str):
if exp_str == '':
return exp_str
match = re.match(
r'''
^
(?P<exp_symb>[eEbB])
(?P<exp_sign>[+-])
(?P<exp_digits>\d+)
$
''',
exp_str, re.VERBOSE)
exp_symb = match.group('exp_symb')
exp_sign = match.group('exp_sign')
exp_digits = match.group('exp_digits')
return exp_symb, exp_sign, exp_digits
def convert_exp_str_to_superscript(exp_str: str):
if exp_str == '':
return exp_str
exp_symb, exp_sign, exp_digits = get_exp_symb_sign_digits(exp_str)
if exp_sign == '+':
# Superscript + does not look good, so drop it.
exp_sign = ''
exp_digits = exp_digits.lstrip('0')
if exp_digits == '':
exp_digits = '0'
sup_trans = str.maketrans("+-0123456789", "⁺⁻⁰¹²³⁴⁵⁶⁷⁸⁹")
if exp_symb in ['e', 'E']:
base = '10'
else:
base = '2'
exp_val_str = f'{exp_sign}{exp_digits}'.translate(sup_trans)
super_script_exp_str = f'×{base}{exp_val_str}'
return super_script_exp_str
def convert_exp_str_to_latex(exp_str):
if exp_str == '':
return exp_str
exp_symb, exp_sign, exp_digits = get_exp_symb_sign_digits(exp_str)
exp_digits = exp_digits.lstrip('0')
if exp_digits == '':
exp_digits = '0'
if exp_symb in ['e', 'E']:
base = '10'
else:
base = '2'
latex_exp_str = rf'\times {base}^{{{exp_sign}{exp_digits}}}'
return latex_exp_str
def translate_exp_str(exp_str: str,
parts_per_exp: bool = False,
extra_si_prefixes: dict[int, str] = None,
extra_iec_prefixes: dict[int, str] = None,
extra_parts_per_forms: dict[int, str] = None) -> str:
if exp_str == '':
return exp_str
exp_symb, exp_sign, exp_digits = get_exp_symb_sign_digits(exp_str)
exp_val = int(f'{exp_sign}{exp_digits}')
if exp_val == 0:
return ''
if exp_symb in ['e', 'E']:
if parts_per_exp:
val_to_prefix_dict = copy(pp_val_to_prefix_dict)
if extra_parts_per_forms is not None:
val_to_prefix_dict.update(extra_parts_per_forms)
else:
val_to_prefix_dict = copy(si_val_to_prefix_dict)
if extra_si_prefixes is not None:
val_to_prefix_dict.update(extra_si_prefixes)
else:
val_to_prefix_dict = copy(iec_val_to_prefix_dict)
if extra_iec_prefixes is not None:
val_to_prefix_dict.update(extra_iec_prefixes)
if exp_val in val_to_prefix_dict:
prefix = val_to_prefix_dict[exp_val]
if prefix is not None:
exp_str = f' {prefix}'
return exp_str
def convert_exp_str(exp_str: str,
prefix_exp: bool,
parts_per_exp: bool,
latex: bool,
superscript_exp: bool,
extra_si_prefixes: dict[int, str] = None,
extra_iec_prefixes: dict[int, str] = None,
extra_parts_per_forms: dict[int, str] = None) -> str:
transform_applied = False
if prefix_exp or parts_per_exp:
transformed_exp_str = translate_exp_str(exp_str,
parts_per_exp,
extra_si_prefixes,
extra_iec_prefixes,
extra_parts_per_forms)
if transformed_exp_str != exp_str:
transform_applied = True
exp_str = transformed_exp_str
if transform_applied:
if latex:
exp_str = rf'\text{{{exp_str.lstrip(" ")}}}'
return exp_str
else:
if latex:
exp_str = convert_exp_str_to_latex(exp_str)
elif superscript_exp:
exp_str = convert_exp_str_to_superscript(exp_str)
return exp_str
def latex_translate(input_str: str) -> str:
result_str = input_str
result_str = result_str.replace('(', r'\left(')
result_str = result_str.replace(')', r'\right)')
result_str = result_str.replace('%', r'\%')
result_str = result_str.replace('_', r'\_')
return result_str