PrimeIntellect/SWE-rebench-V2 huggingface dataset:
Repository: mpmath/mpmath (python)

Issue:
mpf arithmetics with inf or nan are inconsistent with python float
```
>>> float(1) ** float('inf')
1.0
>>> mpf(1) ** mpf('inf')
mpf('nan')

>>> float('nan') ** float(0)
1.0
>>> mpf('nan') ** mpf(0)
mpf('nan')
```
These questions have arised from 
https://github.com/sympy/sympy/issues/18500
https://github.com/sympy/sympy/issues/18470
But the inconsistency of mpmath and python arithmetic itself is making the thoughts complicated.
Is it intended or is it a bug of mpmath?

Pull request:
Correct pow() for mpf's to be consistent with mpfr/float's
Before nan's were handled differently than described in the IEEE 754 standard.  Now, as for float's or gmpy2.mpfr's:
  * pow(1, y) returns 1 for any y, even a nan
  * pow(x, 0) returns 1 for any x, even a nan

Closes #516

See also:
https://en.cppreference.com/w/c/numeric/math/pow
https://www.mpfr.org/mpfr-current/mpfr.html#index-mpfr_005fpow
https://docs.python.org/3/library/math.html#math.pow

Patch:
diff --git a/mpmath/libmp/libelefun.py b/mpmath/libmp/libelefun.py
index 7d2dd0f..10187ce 100644
--- a/mpmath/libmp/libelefun.py
+++ b/mpmath/libmp/libelefun.py
@@ -337,6 +337,8 @@ def mpf_pow(s, t, prec, rnd=round_fast):
                 return mpf_pow_int(mpf_sqrt(s, prec+10,
                     reciprocal_rnd[rnd]), -tman, prec, rnd)
             return mpf_pow_int(mpf_sqrt(s, prec+10, rnd), tman, prec, rnd)
+    if s == fone:
+        return fone
     # General formula: s**t = exp(t*log(s))
     # TODO: handle rnd direction of the logarithm carefully
     c = mpf_log(s, prec+10, rnd)
diff --git a/mpmath/libmp/libmpf.py b/mpmath/libmp/libmpf.py
index d784fdd..c39c501 100644
--- a/mpmath/libmp/libmpf.py
+++ b/mpmath/libmp/libmpf.py
@@ -1033,6 +1033,8 @@ def mpf_pow_int(s, n, prec, rnd=round_fast):
             if n > 0: return [finf, fninf][n & 1]
             if n == 0: return fnan
             return fzero
+        if n == 0:
+            return fone
         return fnan
 
     n = int(n)


Test patch:
diff --git a/mpmath/tests/test_special.py b/mpmath/tests/test_special.py
index 30825ab..9507f50 100644
--- a/mpmath/tests/test_special.py
+++ b/mpmath/tests/test_special.py
@@ -74,7 +74,8 @@ def test_special_powers():
     assert (-inf)**-2 == 0
     assert (-inf)**-3 == 0
     assert isnan(nan**5)
-    assert isnan(nan**0)
+    assert nan**0 == 1
+    assert 1**inf == 1
 
 def test_functions_special():
     assert exp(inf) == inf