pytorch/test/inductor/test_utils.py

# Owner(s): ["module: inductor"]

from sympy import Symbol
from torch._inductor.test_case import run_tests, TestCase
from torch._inductor.utils import sympy_subs


class TestUtils(TestCase):
    def testSympySubs(self):
        # integer and nonnegetaive attributes are preserved.
        expr = Symbol("x")
        result = sympy_subs(expr, {expr: "y"})
        self.assertEqual(result.name, "y")
        self.assertEqual(result.is_integer, None)
        self.assertEqual(result.is_nonnegative, None)

        expr = Symbol("x", integer=True, nonnegative=False)
        result = sympy_subs(expr, {expr: "y"})
        self.assertEqual(result.name, "y")
        self.assertEqual(result.is_integer, True)
        self.assertEqual(result.is_nonnegative, False)

        # invalid replacement.
        expr = Symbol("x", integer=True)
        result = sympy_subs(expr, {Symbol("x"): Symbol("y")})
        self.assertEqual(result.name, "x")

        # valid replacement since properties match.
        expr = Symbol("x", integer=True)
        result = sympy_subs(expr, {Symbol("x", integer=True): Symbol("y")})
        self.assertEqual(result.name, "y")

        # invalid replacement.
        expr = Symbol("x", integer=None)
        result = sympy_subs(expr, {Symbol("x", integer=False): Symbol("y")})
        self.assertEqual(result.name, "x")

        # replaced cant be string
        self.assertRaises(AssertionError, sympy_subs, expr, {"x": "y"})

        # replaced can be an expression
        expr = Symbol("x")
        expr = abs(expr)
        self.assertEqual(expr.is_integer, None)
        self.assertEqual(expr.is_nonnegative, None)
        # replace abs(x) with y
        # propagte abs(x) sympy properties.
        result = sympy_subs(expr, {expr: Symbol("y")})
        self.assertEqual(result.name, "y")
        self.assertEqual(result.is_integer, None)
        self.assertEqual(result.is_nonnegative, None)


if __name__ == "__main__":
    run_tests()