NumPy Input and Output: format_float_scientific() function

Last update on August 19 2022 21:51:10 (UTC/GMT +8 hours)

numpy.format_float_scientific() function

The format_float_scientific() function is used to format a floating-point scalar as a decimal string in scientific notation.

Provides control over rounding, trimming and padding. Uses and assumes IEEE unbiased rounding. Uses the “Dragon4” algorithm.

Syntax:

numpy.format_float_scientific(x, precision=None, unique=True, trim='k', sign=False, pad_left=None, exp_digits=None)

Version: 1.15.0

Parameter:

Name	Description	Required / Optional
x	Value to format. python float or numpy floating scalar	Required
precision	Maximum number of digits to print. May be None if unique is True, but must be an integer if unique is False. non-negative integer or None	Optional
unique	If True, use a digit-generation strategy which gives the shortest representation which uniquely identifies the floating-point number from other values of the same type, by judicious rounding. If precision was omitted, print all necessary digits, otherwise digit generation is cut off after precision digits and the remaining value is rounded. If False, digits are generated as if printing an infinite-precision value and stopping after precision digits, rounding the remaining value. boolean	Optional
trim	Controls post-processing trimming of trailing digits, as follows: 'k' : keep trailing zeros, keep decimal point (no trimming) '.' : trim all trailing zeros, leave decimal point '0' : trim all but the zero before the decimal point. Insert the zero if it is missing. '-' : trim trailing zeros and any trailing decimal point one of 'k', '.', '0', '-'	Optional
sign	Whether to show the sign for positive values. boolean	Optional
pad_left	Pad the left side of the string with whitespace until at least that many characters are to the left of the decimal point. non-negative integer	Optional
exp_digits	Pad the exponent with zeros until it contains at least this many digits. If omitted, the exponent will be at least 2 digits. non-negative integer	Optional

Returns: rep : string

The string representation of the floating point value

NumPy.format_float_scientific() method Example:

>>> import numpy as np
>>> np.format_float_scientific(np.float32(np.pi))

Output:

'3.1415927e+00'

NumPy.format_float_scientific() method Example:

>>> import numpy as np
>>> a = np.float32(1.25e24)
>>> np.format_float_scientific(a, unique=False, precision=12)

Output:

'1.249999945253e+24'

NumPy.format_float_scientific() method Example:

>>> import numpy as np
>>> a = np.float32(1.23e24)
>>> np.format_float_scientific(a, exp_digits=5)

Output:

'1.25e+00024'

Python - NumPy Code Editor:

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