Revert accidental structured sparse changes

*Remove `structured_prefix` for Ops that map 0->0
*Do not introduce new structured ops that don't map 0->0 besides the ones that already existed

Author: ricardoV94

pytensor/sparse/math.py

@@ -41,7 +41,7 @@ def wrapper(*args):
 
 
 @structured_elemwise(ptm.abs)
-def structured_abs(x):
+def abs(x):
     """
     Compute abs(x) for all non-zero elements of x.
     """
@@ -61,34 +61,13 @@ def structured_exp(x):
     """
 
 
-@structured_elemwise(ptm.exp2)
-def structured_exp2(x):
-    """
-    Compute exp2(x) for all non-zero elements of x.
-    """
-
-
 @structured_elemwise(ptm.log)
 def structured_log(x):
     """
     Compute log(x) for all non-zero elements of x.
     """
 
 
-@structured_elemwise(ptm.log2)
-def structured_log2(x):
-    """
-    Compute log2(x) for all non-zero elements of x.
-    """
-
-
-@structured_elemwise(ptm.log10)
-def structured_log10(x):
-    """
-    Compute log10(x) for all non-zero elements of x.
-    """
-
-
 @structured_elemwise(ptm.pow)
 def structured_pow(x, y):
     """
@@ -118,161 +97,133 @@ def structured_add(x, y):
 
 
 @structured_elemwise(ptm.sin)
-def structured_sin(x):
+def sin(x):
     """
     Compute sin(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.sinh)
-def structured_sinh(x):
+def sinh(x):
     """
     Compute sinh(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.arcsin)
-def structured_arcsin(x):
+def arcsin(x):
     """
     Compute arcsin(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.arcsinh)
-def structured_arcsinh(x):
+def arcsinh(x):
     """
     Compute arcsinh(x) for all non-zero elements of x.
     """
 
 
-@structured_elemwise(ptm.cos)
-def structured_cos(x):
-    """
-    Compute cos(x) for all non-zero elements of x.
-    """
-
-
-@structured_elemwise(ptm.cosh)
-def structured_cosh(x):
-    """
-    Compute cosh(x) for all non-zero elements of x.
-    """
-
-
-@structured_elemwise(ptm.arccos)
-def structured_arccos(x):
-    """
-    Compute arccos(x) for all non-zero elements of x.
-    """
-
-
-@structured_elemwise(ptm.arccosh)
-def structured_arccosh(x):
-    """
-    Compute arccosh(x) for all non-zero elements of x.
-    """
-
-
 @structured_elemwise(ptm.tan)
-def structured_tan(x):
+def tan(x):
     """
     Compute tan(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.tanh)
-def structured_tanh(x):
+def tanh(x):
     """
     Compute tanh(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.arctan)
-def structured_arctan(x):
+def arctan(x):
     """
     Compute arctan(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.arctanh)
-def structured_arctanh(x):
+def arctanh(x):
     """
     Compute arctanh(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.round_half_to_even)
-def structured_rint(x):
+def rint(x):
     """
     Compute round_half_to_even(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.sign)
-def structured_sign(x):
+def sign(x):
     """
     Compute sign(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.ceil)
-def structured_ceil(x):
+def ceil(x):
     """
     Compute ceil(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.floor)
-def structured_floor(x):
+def floor(x):
     """
     Compute floor(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.log1p)
-def structured_log1p(x):
+def log1p(x):
     """
     Compute log(1 + x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.expm1)
-def structured_expm1(x):
+def expm1(x):
     """
     Compute exp(x) - 1 for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.deg2rad)
-def structured_deg2rad(x):
+def deg2rad(x):
     """
     Convert degrees to radians for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.rad2deg)
-def structured_rad2deg(x):
+def rad2deg(x):
     """
     Convert radians to degrees for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.trunc)
-def structured_trunc(x):
+def trunc(x):
     """
     Truncate the decimal part of x for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.sqr)
-def structured_sqr(x):
+def sqr(x):
     """
     Compute sqr(x) for all non-zero elements of x.
     """
 
 
 @structured_elemwise(ptm.sqrt)
-def structured_sqrt(x):
+def sqrt(x):
     """
     Compute sqrt(x) for all non-zero elements of x.
     """
@@ -292,7 +243,7 @@ def conjugate(x):
     return _conj(_x)
 
 
-structured_conjugate = conjugate
+structured_conjugate = conj = conjugate
 
 
 class SpSum(Op):

tests/sparse/test_math.py

@@ -1382,32 +1382,32 @@ def test_grad(self):
     name="StructuredAddTester",
 )
 
-SinTester = elemwise_checker(psm.structured_sin, np.sin)
+SinTester = elemwise_checker(psm.sin, np.sin)
 
-TanTester = elemwise_checker(psm.structured_tan, np.tan, gap=(-1, 1))
+TanTester = elemwise_checker(psm.tan, np.tan, gap=(-1, 1))
 
 ArcsinTester = elemwise_checker(
-    psm.structured_arcsin, np.arcsin, gap=(-1, 1), gap_grad=(-0.99, 0.99)
+    psm.arcsinh, np.arcsin, gap=(-1, 1), gap_grad=(-0.99, 0.99)
 )
 
-ArctanTester = elemwise_checker(psm.structured_arctan, np.arctan)
+ArctanTester = elemwise_checker(psm.arctan, np.arctan)
 
-SinhTester = elemwise_checker(psm.structured_sinh, np.sinh)
+SinhTester = elemwise_checker(psm.sinh, np.sinh)
 
-ArcsinhTester = elemwise_checker(psm.structured_arcsinh, np.arcsinh, gap=(-1, 1))
+ArcsinhTester = elemwise_checker(psm.arcsinh, np.arcsinh, gap=(-1, 1))
 
-TanhTester = elemwise_checker(psm.structured_tanh, np.tanh, gap=(-1, 1))
+TanhTester = elemwise_checker(psm.tanh, np.tanh, gap=(-1, 1))
 
 ArctanhTester = elemwise_checker(
-    psm.structured_arctanh, np.arctanh, gap=(-0.9, 1), gap_grad=(-0.9, 0.95)
+    psm.arctanh, np.arctanh, gap=(-0.9, 1), gap_grad=(-0.9, 0.95)
 )
 
 RintTester = elemwise_checker(
-    psm.structured_rint, np.rint, grad_test=False, test_dtypes=float_dtypes
+    psm.rint, np.rint, grad_test=False, test_dtypes=float_dtypes
 )
 
 SgnTester = elemwise_checker(
-    psm.structured_sign,
+    psm.sign,
     np.sign,
     grad_test=False,
     test_dtypes=[
@@ -1416,46 +1416,46 @@ def test_grad(self):
 )
 
 CeilTester = elemwise_checker(
-    psm.structured_ceil,
+    psm.ceil,
     np.ceil,
     grad_test=False,
     test_dtypes=[m for m in all_dtypes if m not in complex_dtypes],
 )
 
 FloorTester = elemwise_checker(
-    psm.structured_floor,
+    psm.floor,
     np.floor,
     grad_test=False,
     test_dtypes=[m for m in all_dtypes if m not in complex_dtypes],
 )
 
-Log1pTester = elemwise_checker(psm.structured_log1p, np.log1p, gap=(0.5, 10))
+Log1pTester = elemwise_checker(psm.log1p, np.log1p, gap=(0.5, 10))
 
-Expm1Tester = elemwise_checker(psm.structured_expm1, np.expm1)
+Expm1Tester = elemwise_checker(psm.expm1, np.expm1)
 
 Deg2radTester = elemwise_checker(
-    psm.structured_deg2rad,
+    psm.deg2rad,
     np.deg2rad,
     test_dtypes=[m for m in all_dtypes if m not in complex_dtypes],
 )
 
 Rad2degTester = elemwise_checker(
-    psm.structured_rad2deg,
+    psm.rad2deg,
     np.rad2deg,
     test_dtypes=[m for m in all_dtypes if m not in complex_dtypes],
 )
 
 
 TruncTester = elemwise_checker(
-    psm.structured_trunc,
+    psm.trunc,
     np.trunc,
     test_dtypes=[m for m in all_dtypes if m not in complex_dtypes],
     grad_test=False,
 )
 
 
-SqrTester = elemwise_checker(psm.structured_sqr, lambda x: x * x)
+SqrTester = elemwise_checker(psm.sqr, lambda x: x * x)
 
-SqrtTester = elemwise_checker(psm.structured_sqrt, np.sqrt, gap=(0, 10))
+SqrtTester = elemwise_checker(psm.sqrt, np.sqrt, gap=(0, 10))
 
-ConjTester = elemwise_checker(psm.structured_conjugate, np.conj, grad_test=False)
+ConjTester = elemwise_checker(psm.conjugate, np.conj, grad_test=False)