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Fraction wrongfully gets casted into float when given as argument to __rpow__ #119189

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@retooth2

Description

@retooth2

Bug report

Bug description:

When using the ** operator with a Fraction as a base and an object that implements __rpow__ as an exponent the fraction gets wrongfully casted into a float before being passed to __rpow__

from fractions import Fraction

foo = Fraction(4, 3)

class One:
    def __rpow__(self, other):
        return other

bar = foo**One()
print(bar)
print(type(bar))

Expected Output

4/3
<class 'fractions.Fraction'>

Actual Output:

1.3333333333333333
<class 'float'>

Tested with Python 3.12.3

CPython versions tested on:

3.12

Operating systems tested on:

macOS

Linked PRs

Activity

zitterbewegung

zitterbewegung commented on May 20, 2024

@zitterbewegung
Contributor

I'm investigating this.

zitterbewegung

zitterbewegung commented on May 20, 2024

@zitterbewegung
Contributor

Reproduced under Linux (Ubuntu). I am working on a Fix (I'm in the sprint workshop)

MojoVampire

MojoVampire commented on May 20, 2024

@MojoVampire
Contributor

It's a mistake in the implementation of Fraction.__pow__; rather than returning NotImplemented when the type of the exponent is unrecognized and letting the other type handle it through __rpow__ normally, it intentionally does return float(a) ** b (where a is the name given to self).

It does something similar when a Fraction is raised to the power of another non-one denominator Rational (return float(a) ** float(b)), but it at least makes more sense there (the comments note that raising a fraction to a fraction generally produces an irrational number, which can't be represented as a fraction in the first place).

MojoVampire

MojoVampire commented on May 20, 2024

@MojoVampire
Contributor

Is anyone working on a fix? If not, this is an easy one, I can do it.

I worry slightly about possible breakage of existing code, but:

  1. The existing behavior is a clear break from the operator overloading rules, and not one justified by anything special about fractions (unlike the fraction to fractional power case)
  2. The existing behavior loses data, while the fix would not, so if the existing behavior is desired, an __rpow__ provider can always revert to the old behavior manually (they don't even need it to be version-specific; if they detect a Fraction, which can't be given right now, they convert to float; on older Python, they'll never see a Fraction in the first place)
  3. I can't imagine many cases where this code path is exercised; if you're writing a type designed to work with numbers like this, it's almost always going to be part of the numeric tower, and should be able to handle other layers of the numeric tower appropriately.
zitterbewegung

zitterbewegung commented on May 20, 2024

@zitterbewegung
Contributor

@MojoVampire I am working on a fix I'm in the cpython sprint.

MojoVampire

MojoVampire commented on May 20, 2024

@MojoVampire
Contributor

@zitterbewegung: Same. I'm the guy standing up cause my back is borked. Fix is pretty easy:

        elif isinstance(b, (float, complex)):
            return float(a) ** b
        else:
            return NotImplemented

replacing the existing final line. Tests are always the pain. I'll review when you're done.

retooth2

retooth2 commented on May 20, 2024

@retooth2
Author
  1. I can't imagine many cases where this code path is exercised; if you're writing a type designed to work with numbers like this, it's almost always going to be part of the numeric tower, and should be able to handle other layers of the numeric tower appropriately.

For context: I stumbled over the bug when implementing a wrapper number class for exact precision arithmetic that holds the data as a symbolic expression (so e.g. irrational numbers can be used in calculations without error). The class is designed to work with all builtin number types, e.g.

a = Fraction(1, 3)
b = ExactNumber(Fraction(1, 2))
print(a**b)
ExactNumber(1/3**1/2)

My class is built on the sympy package that does similar things on its own, so this should also be relevant to them.
Anyway: Thanks for the quick response, I really appreciate it.

Best,
Fabian

added a commit that references this issue on May 20, 2024

pythongh-119189: Add more tests for mixed Fraction arithmetic

serhiy-storchaka

serhiy-storchaka commented on May 20, 2024

@serhiy-storchaka
Member

I worked on this today. The issue itself may be not difficult, but I noticed that tests do not cover many cases in mixed Fraction arithmetic. #119236 adds many new tests, so we will see what other side effect our changes can cause.

zitterbewegung

zitterbewegung commented on May 20, 2024

@zitterbewegung
Contributor

@serhiy-storchaka I will look at this with @MojoVampire to see if there are any additional issues.

MojoVampire

MojoVampire commented on May 20, 2024

@MojoVampire
Contributor

I'd suggest the news entry simplify to something like:

fractions.Fraction.__pow__ no longer coerces itself to float for unrecognized exponent types, instead returning NotImplemented to defer to the exponent's __rpow__ as normal.

Keeps it focused on what was fixed.

zitterbewegung

zitterbewegung commented on May 20, 2024

@zitterbewegung
Contributor

With this fix I see a test failure when manually putting in the new test_fractions code in
#119236

======================================================================
FAIL: testMixedPower (test.test_fractions.FractionTest.testMixedPower)

Traceback (most recent call last):
File "/Users/r2q2/Projects/cpython/Lib/test/test_fractions.py", line 903, in testMixedPower
self.assertTypedEquals(F(3, 2) ** Rect(2, 0), Polar(2.25, 0.0))
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/Users/r2q2/Projects/cpython/Lib/test/test_fractions.py", line 282, in assertTypedEquals
self.assertEqual(expected, actual)
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^
AssertionError: Polar(Fraction(9, 4), 0.0) != Polar(2.25, 0.0)


Ran 45 tests in 0.038s

FAILED (failures=1)
test test_fractions failed
test_fractions failed (1 failure)

== Tests result: FAILURE ==

1 test failed:
test_fractions

Total duration: 97 ms
Total tests: run=45 failures=1
Total test files: run=1/1 failed=1
Result: FAILURE

17 remaining items

added a commit that references this issue on May 22, 2024

[3.13] gh-119189: Add yet more tests for mixed Fraction arithmetic (G…

ec484b6
added a commit that references this issue on May 31, 2024

gh-119189: Fix the power operator for Fraction (GH-119242)

b9965ef
added 2 commits that reference this issue on May 31, 2024

pythongh-119189: Fix the power operator for Fraction (pythonGH-119242)

pythongh-119189: Fix the power operator for Fraction (pythonGH-119242)

serhiy-storchaka

serhiy-storchaka commented on May 31, 2024

@serhiy-storchaka
Member

See also #119838.

added a commit that references this issue on Jul 11, 2024

pythongh-119189: Fix the power operator for Fraction (pythonGH-119242)

added 2 commits that reference this issue on Jul 16, 2024

[3.12] gh-119189: Fix the power operator for Fraction (GH-119242) (GH…

d4f57cc

[3.13] gh-119189: Fix the power operator for Fraction (GH-119242) (GH…

d02adec
added 3 commits that reference this issue on Jul 17, 2024

pythongh-119189: Add more tests for mixed Fraction arithmetic (python…

pythongh-119189: Add yet more tests for mixed Fraction arithmetic (py…

pythongh-119189: Fix the power operator for Fraction (pythonGH-119242)

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          Fraction wrongfully gets casted into float when given as argument to __rpow__ · Issue #119189 · python/cpython