str currently has methods like isdecimal, isnumeric and isdigit, but there isn't an isfloat check, which could be very handy. a trivial implementation could be as simple as: try: float(self) return True except ValueError: return False
I agree - the three builtin methods are almost the same (not sure if
there is any difference at all), while there is no trivial way to check for
a valid
float, or otherwise a chosen representation of a decimal number without
resorting
to a try-except statement, or complicated verification schemes that have
to deal with a lot of corner cases.
For validity one has to check if there are only digits - and decimal points
-
and the "-" unary sign. What if there is more of a "." in the string?
what if the "-" is not the first character?
And besides validity checking, there are also validity choices:
What if an unary "+" is present? Whitespace ok? "_" as digit separator ok?
scientific exponential notation accepted? What about Inf and Nan literals?
What about taking into account the locale setting?
But maybe, instead of yet another str method, a "parsefloat" function
that could get arguments and sensitive defaults for some choices -
it could live in "math" or "numbers".
I think it would be preferable than, say, adding a lot of options
to the `float` constructor. These are the options I can think
of the top of my mind:
```python
def parsefloat(
input: str,
/, *,
unary_minus: Bool = True,
unary_plus: Bool = False,
exponential: Bool = False,
inf_literal: Bool = False,
nan_literal: Bool = False,
whitespace: Bool = False,
use_locale: Bool = False,
digit_separators: Bool = False,
base: int = 10 (?),
decimal_places: Optional[int]=None(?),
enforce_decimal_places: Bool = False(?),
raise_on_error: Bool = False(?),
...) -> Tuple[Bool, float]:
...
```
The return value would consitss of a boolean, where True would indicate
success, and then the number.
Or it could return a single float, returning a NaN in case of parsing error.
this is simple callable - but it could be built on top of
a class that could take the configurations and parse
more than one number - it would be fit as a float parser
to be supplied for tasks like Json decoding, or
converting values in a Pandas Series.
On Sun, 27 Dec 2020 at 14:12, Tushar Sadhwani
str currently has methods like isdecimal, isnumeric and isdigit, but there isn't an isfloat check, which could be very handy.
a trivial implementation could be as simple as:
try: float(self) return True except ValueError: return False _______________________________________________ Python-ideas mailing list -- python-ideas@python.org To unsubscribe send an email to python-ideas-leave@python.org https://mail.python.org/mailman3/lists/python-ideas.python.org/ Message archived at https://mail.python.org/archives/list/python-ideas@python.org/message/KEUR54... Code of Conduct: http://python.org/psf/codeofconduct/
On Mon, Dec 28, 2020 at 9:22 AM Joao S. O. Bueno
I agree - the three builtin methods are almost the same (not sure if there is any difference at all),
Yes - they all check if the string matches a particular set of characters.
while there is no trivial way to check for a valid float, or otherwise a chosen representation of a decimal number without resorting to a try-except statement, or complicated verification schemes that have to deal with a lot of corner cases.
If you want to know whether the float() call will throw, the best way to check is to call float() and see if it throws.
For validity one has to check if there are only digits - and decimal points - and the "-" unary sign. What if there is more of a "." in the string? what if the "-" is not the first character? And besides validity checking, there are also validity choices: What if an unary "+" is present? Whitespace ok? "_" as digit separator ok? scientific exponential notation accepted? What about Inf and Nan literals? What about taking into account the locale setting?
But maybe, instead of yet another str method, a "parsefloat" function that could get arguments and sensitive defaults for some choices - it could live in "math" or "numbers".
How about a built-in called "float", which either returns the floating-point value represented by the string, or signals an invalid string with an exception?
I think it would be preferable than, say, adding a lot of options to the `float` constructor. These are the options I can think of the top of my mind:
YAGNI. If you want to allow specific subsets of valid options, it's not that hard to do your own validation.
The return value would consitss of a boolean, where True would indicate success, and then the number. Or it could return a single float, returning a NaN in case of parsing error.
Or it could raise in the case of parsing error. That's the Pythonic way. ChrisA
On Mon, Dec 28, 2020 at 9:22 AM Joao S. O. Bueno
wrote: I agree - the three builtin methods are almost the same (not sure if there is any difference at all),
Yes - they all check if the string matches a particular set of characters.
while there is no trivial way to check for a valid float, or otherwise a chosen representation of a decimal number without resorting to a try-except statement, or complicated verification schemes that have to deal with a lot of corner cases.
If you want to know whether the float() call will throw, the best way to check is to call float() and see if it throws.
For validity one has to check if there are only digits - and decimal points - and the "-" unary sign. What if there is more of a "." in the string? what if the "-" is not the first character? And besides validity checking, there are also validity choices: What if an unary "+" is present? Whitespace ok? "_" as digit separator ok? scientific exponential notation accepted? What about Inf and Nan literals? What about taking into account the locale setting?
But maybe, instead of yet another str method, a "parsefloat" function that could get arguments and sensitive defaults for some choices - it could live in "math" or "numbers".
How about a built-in called "float", which either returns the floating-point value represented by the string, or signals an invalid string with an exception?
I think it would be preferable than, say, adding a lot of options to the `float` constructor. These are the options I can think of the top of my mind:
YAGNI. If you want to allow specific subsets of valid options, it's not that hard to do your own validation.
The return value would consitss of a boolean, where True would indicate success, and then the number. Or it could return a single float, returning a NaN in case of parsing error.
Or it could raise in the case of parsing error. That's the Pythonic way.
Sorry, I thought my message conveyed that I know "float" exists, and
On Sun, 27 Dec 2020 at 19:31, Chris Angelico
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On Mon, Dec 28, 2020 at 9:55 AM Joao S. O. Bueno
On Sun, 27 Dec 2020 at 19:31, Chris Angelico
wrote: Sorry, I thought my message conveyed that I know "float" exists, and try/except is the current usable pattern (it is in the original posting anyway)
And my point is that try/except is a perfectly usable pattern. You don't need to probe a string to figure out if you'd then be able to convert it to a float - just attempt the conversion.
The point is exactly that parsing a number correctly, and moreover respecting these options, is subject to error and the stdlib could benefit from a construct that would not require a try/except block for everything. (As you can see, I contemplate that raising may be a desired option for a flexible function, and there is an option for that in my example signature) .
You can always write the flexibility yourself. Most of the time you won't need anything like that much flexibility. ChrisA
On 2020-12-27 at 19:55:39 -0300,
"Joao S. O. Bueno"
I tried to make clear this should be in addition to that - But yes, I failed to mention in my message that I think such a function would mostly benefit beginners learning around with "input" and "print" - it is painful to suddenly have to tour the students on several other concepts just to get a correct user-inputed number. (OTOH, yes, for code on this level, one normally won't be concerned if the program user will be typing "1.02e2" on the `input` prompt).
OTOH, learning that translating a user-entered string to a floating point number is not as simple as it sounds is a great lesson. Please don't teach beginners that handling user input (let alone floating point arithmetic) is easy and/or foolproof. Start with letting the program fail when the input is invalid, teach them to isolate input validation into its own function(s), and introduce try/except as one method of control flow in a validation function.
You should really just write your own function -- Python can't include
every validation function you can think of. It already provides an
extensible and well tested float conversion which throws an exception on
bad input (the 'float' constructor)
You want it to not throw an exception, but rather return a status
indicating success. This is called Look Before You Leap (LBYL) and is
considered un-Pythonic (i.e. is not standard practice while writing
Python).
If you absolutely must have it in this format (which you shouldn't), you
should just write a function that accepts a string, and has a try/except
block and then returns the status. Again, don't do this, it's not good
practice:
def parsefloat(s):
try:
return float(s)
except:
return none # or whatever you want to indicate failure
I think the confusion of the 'isdigit()' method (and thus your original
inquiry into a 'isfloat()' meyhod) stems from a misunderstanding;
'isdigit()' tests whether characters are in a Unicode character set or not
-- it doesn't actually convert to a number.
Parsing floats is a more complicated and different problem, which doesn't
belong in the 'str' class, and already does exist in the 'float' class.
Although you say that try/except blocks are ugly/unnecessary/etc, try
programming with LBYL idioms as you've suggested. I think you'll find
they're not only more verbose, less necessary, and uglier, but they also
make exception shadowing much easier (and thus, proper exception handling
harder to do).
On Sun, Dec 27, 2020, 5:58 PM Joao S. O. Bueno
On Sun, 27 Dec 2020 at 19:31, Chris Angelico
wrote: On Mon, Dec 28, 2020 at 9:22 AM Joao S. O. Bueno
wrote: I agree - the three builtin methods are almost the same (not sure if there is any difference at all),
Yes - they all check if the string matches a particular set of characters.
while there is no trivial way to check for a valid float, or otherwise a chosen representation of a decimal number without resorting to a try-except statement, or complicated verification schemes that have to deal with a lot of corner cases.
If you want to know whether the float() call will throw, the best way to check is to call float() and see if it throws.
For validity one has to check if there are only digits - and decimal points - and the "-" unary sign. What if there is more of a "." in the string? what if the "-" is not the first character? And besides validity checking, there are also validity choices: What if an unary "+" is present? Whitespace ok? "_" as digit separator ok? scientific exponential notation accepted? What about Inf and Nan literals? What about taking into account the locale setting?
But maybe, instead of yet another str method, a "parsefloat" function that could get arguments and sensitive defaults for some choices - it could live in "math" or "numbers".
How about a built-in called "float", which either returns the floating-point value represented by the string, or signals an invalid string with an exception?
I think it would be preferable than, say, adding a lot of options to the `float` constructor. These are the options I can think of the top of my mind:
YAGNI. If you want to allow specific subsets of valid options, it's not that hard to do your own validation.
The return value would consitss of a boolean, where True would indicate success, and then the number. Or it could return a single float, returning a NaN in case of parsing error.
Or it could raise in the case of parsing error. That's the Pythonic way.
Sorry, I thought my message conveyed that I know "float" exists, and try/except is the current usable pattern (it is in the original posting anyway)
I tried to make clear this should be in addition to that - But yes, I failed to mention in my message that I think such a function would mostly benefit beginners learning around with "input" and "print" - it is painful to suddenly have to tour the students on several other concepts just to get a correct user-inputed number. (OTOH, yes, for code on this level, one normally won't be concerned if the program user will be typing "1.02e2" on the `input` prompt).
The point is exactly that parsing a number correctly, and moreover respecting these options, is subject to error and the stdlib could benefit from a construct that would not require a try/except block for everything. (As you can see, I contemplate that raising may be a desired option for a flexible function, and there is an option for that in my example signature) .
ChrisA
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Alright, I see why `str.isfloat()` isn't a thing, and having a builtin float validation function was besides the point anyway. Thanks for the clarifications :)
participants (5)
-
2QdxY4RzWzUUiLuE@potatochowder.com
-
Cade Brown
-
Chris Angelico
-
Joao S. O. Bueno
-
Tushar Sadhwani