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bpo-37884: Optimize Fraction() and statistics.mean() by serhiy-storchaka · Pull Request #15329 · python/cpython · GitHub

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bpo-37884: Optimize Fraction() and statistics.mean() #15329

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bpo-37884: Optimize Fraction() and statistics.mean() #15329

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482b1f9
bpo-37822: Add math.as_integer_ratio().
serhiy-storchaka Aug 11, 2019
a587d7d
Better TypeError message.
serhiy-storchaka Aug 11, 2019
55232b3
Merge branch 'master' into math-as_integer_ratio
serhiy-storchaka Aug 19, 2019
e658d19
Make it a private helper math._as_integer_ratio().
serhiy-storchaka Aug 19, 2019
86f9f20
Optimize.
serhiy-storchaka Aug 20, 2019
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27 changes: 8 additions & 19 deletions Lib/fractions.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@
import operator
import re
import sys
from math import _as_integer_ratio

__all__ = ['Fraction', 'gcd']

Expand Down Expand Up @@ -115,22 +116,7 @@ def __new__(cls, numerator=0, denominator=None, *, _normalize=True):
self = super(Fraction, cls).__new__(cls)

if denominator is None:
if type(numerator) is int:
self._numerator = numerator
self._denominator = 1
return self

elif isinstance(numerator, numbers.Rational):
self._numerator = numerator.numerator
self._denominator = numerator.denominator
return self

elif isinstance(numerator, (float, Decimal)):
# Exact conversion
self._numerator, self._denominator = numerator.as_integer_ratio()
return self

elif isinstance(numerator, str):
if isinstance(numerator, str):
# Handle construction from strings.
m = _RATIONAL_FORMAT.match(numerator)
if m is None:
Expand All @@ -156,10 +142,13 @@ def __new__(cls, numerator=0, denominator=None, *, _normalize=True):
denominator *= 10**-exp
if m.group('sign') == '-':
numerator = -numerator

else:
raise TypeError("argument should be a string "
"or a Rational instance")
try:
self._numerator, self._denominator = _as_integer_ratio(numerator)
return self
except TypeError:
raise TypeError("argument should be a string or a number, "

aeros Aug 19, 2019 •
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Since the name of the encompassing type is "numeric" rather than "number", can we adjust the error message?

Suggested change
raise TypeError("argument should be a string or a number, "
raise TypeError("argument type should be str or numeric, "

Source: https://docs.python.org/3.9/library/stdtypes.html#numeric-types-int-float-complex

serhiy-storchaka Aug 19, 2019

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But an instance of a numeric type is a number, is not?

And if use "argument type", it should be "str", not "string".

aeros Aug 19, 2019 •
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But an instance of a numeric type is a number, is not?

It is, but I think that it's a bit more useful to users to specify the actual types in this case since it's a TypeError. Also, when searching the docs for "number", the relevant documentation page ("Built-in Types") does not come up as a suggestion, instead they'll likely encounter the page for the "numbers" module (which would not be relevant to the error). When searching for "numeric", more relevant results are found, including "Built-in Types".

And if use "argument type", it should be "str", not "string".

I'll update the suggestion accordingly.

serhiy-storchaka Aug 19, 2019

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This is a standard message used in many sites. For example:

>>> float([])
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
TypeError: float() argument must be a string or a number, not 'list'

If you want to change it, please open a separate issue.

aeros Aug 19, 2019

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If you want to change it, please open a separate issue.

Alright, I'll take a look at what other areas use this error message and consider whether or not it should be addressed. That would definitely go outside of the scope of this PR.
"not %s" % type(numerator).__name__) from None

elif type(numerator) is int is type(denominator):
pass # *very* normal case
Expand Down
18 changes: 1 addition & 17 deletions Lib/statistics.py
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Original file line number Diff line number Diff line change
Expand Up @@ -225,27 +225,11 @@ def _exact_ratio(x):
x is expected to be an int, Fraction, Decimal or float.
"""
try:
# Optimise the common case of floats. We expect that the most often
# used numeric type will be builtin floats, so try to make this as
# fast as possible.
if type(x) is float or type(x) is Decimal:
return x.as_integer_ratio()
try:
# x may be an int, Fraction, or Integral ABC.
return (x.numerator, x.denominator)
except AttributeError:
try:
# x may be a float or Decimal subclass.
return x.as_integer_ratio()
except AttributeError:
# Just give up?
pass
return math._as_integer_ratio(x)
except (OverflowError, ValueError):
# float NAN or INF.
assert not _isfinite(x)
return (x, None)
msg = "can't convert type '{}' to numerator/denominator"
raise TypeError(msg.format(type(x).__name__))


def _convert(value, T):
Expand Down
30 changes: 30 additions & 0 deletions Lib/test/test_math.py
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Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,8 @@
import random
import struct
import sys
from decimal import Decimal
from fractions import Fraction


eps = 1E-05
Expand Down Expand Up @@ -293,6 +295,34 @@ def testAcosh(self):
self.assertRaises(ValueError, math.acosh, NINF)
self.assertTrue(math.isnan(math.acosh(NAN)))

@support.cpython_only
def testAsIntegerRatio(self):
as_integer_ratio = math._as_integer_ratio
self.assertEqual(as_integer_ratio(0), (0, 1))
self.assertEqual(as_integer_ratio(3), (3, 1))
self.assertEqual(as_integer_ratio(-3), (-3, 1))
self.assertEqual(as_integer_ratio(False), (0, 1))
self.assertEqual(as_integer_ratio(True), (1, 1))
self.assertEqual(as_integer_ratio(0.0), (0, 1))
self.assertEqual(as_integer_ratio(-0.0), (0, 1))
self.assertEqual(as_integer_ratio(0.875), (7, 8))
self.assertEqual(as_integer_ratio(-0.875), (-7, 8))
self.assertEqual(as_integer_ratio(Decimal('0')), (0, 1))
self.assertEqual(as_integer_ratio(Decimal('0.875')), (7, 8))
self.assertEqual(as_integer_ratio(Decimal('-0.875')), (-7, 8))
self.assertEqual(as_integer_ratio(Fraction(0)), (0, 1))
self.assertEqual(as_integer_ratio(Fraction(7, 8)), (7, 8))
self.assertEqual(as_integer_ratio(Fraction(-7, 8)), (-7, 8))

self.assertRaises(OverflowError, as_integer_ratio, float('inf'))
self.assertRaises(OverflowError, as_integer_ratio, float('-inf'))
self.assertRaises(ValueError, as_integer_ratio, float('nan'))
self.assertRaises(OverflowError, as_integer_ratio, Decimal('inf'))
self.assertRaises(OverflowError, as_integer_ratio, Decimal('-inf'))
self.assertRaises(ValueError, as_integer_ratio, Decimal('nan'))

self.assertRaises(TypeError, as_integer_ratio, '0')

def testAsin(self):
self.assertRaises(TypeError, math.asin)
self.ftest('asin(-1)', math.asin(-1), -math.pi/2)
Expand Down
14 changes: 13 additions & 1 deletion Modules/clinic/mathmodule.c.h
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78 changes: 78 additions & 0 deletions Modules/mathmodule.c
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Expand Up @@ -3306,9 +3306,87 @@ math_comb_impl(PyObject *module, PyObject *n, PyObject *k)
}


/*[clinic input]
math._as_integer_ratio
x: object
/

Return integer ratio.

Return a pair of integers, whose ratio is exactly equal to the original

aeros Aug 19, 2019

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Can we specify that the pair of integers returned are contained within a tuple?

Suggested change
Return a pair of integers, whose ratio is exactly equal to the original
Return a tuple containing a pair of integers, whose ratio is exactly equal to the original

serhiy-storchaka Aug 19, 2019

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This was copied from the docstring of float.as_integer_ratio. Other as_integer_ratio methods have similar wording.

aeros Aug 19, 2019

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This suggestion was based on the docstring Raymond recently created for Fraction.as_integer_ratio(), I made a similar suggestion that he added to the PR.

If it would be helpful, I could create a separate PR to make a similar change to float.as_integer_ratio().

jdemeyer Aug 19, 2019

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The tuple is the pair, so I find "tuple containing a pair" a bit confusing. That almost sounds like ((numerator, denominator),) or something. Why not be explicit and write "a tuple (numerator, denominator)"?

aeros Aug 19, 2019

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Why not be explicit and write "a tuple (numerator, denominator)"?

That would be an improvement. I mostly just wanted to specify that the function returned a tuple.

serhiy-storchaka Aug 19, 2019

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"Pair" is a synonym of 2-element tuple. If you think that this term is incorrect, please open a separate issue and analyze all uses of in in the code and in the documentation (there are a lot of occurrences).

aeros Aug 19, 2019

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"Pair" is a synonym of 2-element tuple.

Either is probably fine, I just figured it was worth trying to be more technically descriptive. Thanks.
number and with a positive denominator.
[clinic start generated code]*/

static PyObject *
math__as_integer_ratio(PyObject *module, PyObject *x)
/*[clinic end generated code: output=2e4f43d93f6e7850 input=b54b48dd6bbe22ea]*/
{
_Py_IDENTIFIER(as_integer_ratio);
_Py_IDENTIFIER(numerator);
_Py_IDENTIFIER(denominator);
PyObject *ratio, *as_integer_ratio, *numerator, *denominator;

if (PyLong_CheckExact(x)) {
return PyTuple_Pack(2, x, _PyLong_One);
}

if (_PyObject_LookupAttrId(x, &PyId_as_integer_ratio, &as_integer_ratio) < 0) {

aeros Aug 19, 2019 •
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Based on the context, I can roughly tell what this conditional is doing. From my understanding, _PyObject_LookupAttrId() is assessing whether or not the PyObject x contains an as_integer_ratio attribute. If a value less than zero is returned (usually -1), it does not contain that attribute.

However, I'm not certain that I understand where PyId_as_integer_ratio is coming from or how PyId actually works. I was unable to find any documentation on PyId or _Py_IDENTIFIER(), so I'm guessing it's an internal part of the C-API (since it's prefixed with an underscore).

My best guess is that a reference to PyId_as_integer_ratio was created when _Py_IDENTIFIER(as_integer_ratio) was used.

I'm fairly new to the C-API, so I'm trying to learn more about it so that I can be more helpful in PR reviews that involve it. Particularly the internal implementation details that aren't in the documentation.

serhiy-storchaka Aug 19, 2019

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It is described in the header: Include/cpython/object.h.

aeros Aug 19, 2019

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Ah, thanks for letting me know where to look. The code comments there addressed my question:

PyId_foo is a static variable, either on block level or file level. On first usage, the string "foo" is interned, and the structures are linked.
return NULL;
}
if (as_integer_ratio) {
ratio = _PyObject_CallNoArg(as_integer_ratio);
Py_DECREF(as_integer_ratio);
if (ratio == NULL) {
return NULL;
}
if (!PyTuple_Check(ratio)) {
PyErr_Format(PyExc_TypeError,
"unexpected return type from as_integer_ratio(): "
"expected tuple, got '%.200s'",
Py_TYPE(ratio)->tp_name);
Py_DECREF(ratio);
return NULL;
}
if (PyTuple_GET_SIZE(ratio) != 2) {
PyErr_SetString(PyExc_ValueError,
"as_integer_ratio() must return a 2-tuple");
Py_DECREF(ratio);
return NULL;
}
}
else {
if (_PyObject_LookupAttrId(x, &PyId_numerator, &numerator) < 0) {
return NULL;
}
if (numerator == NULL) {
PyErr_Format(PyExc_TypeError,
"required a number, not '%.200s'",
Py_TYPE(x)->tp_name);
return NULL;
}
if (_PyObject_LookupAttrId(x, &PyId_denominator, &denominator) < 0) {
Py_DECREF(numerator);
return NULL;
}
if (denominator == NULL) {
Py_DECREF(numerator);
PyErr_Format(PyExc_TypeError,
"required a number, not '%.200s'",
Py_TYPE(x)->tp_name);
return NULL;
}
ratio = PyTuple_Pack(2, numerator, denominator);
Py_DECREF(numerator);
Py_DECREF(denominator);
}
return ratio;
}


static PyMethodDef math_methods[] = {
{"acos", math_acos, METH_O, math_acos_doc},
{"acosh", math_acosh, METH_O, math_acosh_doc},
MATH__AS_INTEGER_RATIO_METHODDEF
{"asin", math_asin, METH_O, math_asin_doc},
{"asinh", math_asinh, METH_O, math_asinh_doc},
{"atan", math_atan, METH_O, math_atan_doc},
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