import pytest import re import sympy as sp import pystencils from pystencils.backends.cbackend import CBackend class UnsupportedNode(pystencils.astnodes.Node): def __init__(self): super().__init__() @pytest.mark.parametrize('type', ('float32', 'float64', 'int64')) @pytest.mark.parametrize('negative', (False, 'Negative')) @pytest.mark.parametrize('target', (pystencils.Target.CPU, pystencils.Target.GPU)) def test_print_infinity(type, negative, target): x = pystencils.fields(f'x: {type}[1d]') if negative: assignment = pystencils.Assignment(x.center, -sp.oo) else: assignment = pystencils.Assignment(x.center, sp.oo) ast = pystencils.create_kernel(assignment, data_type=type, target=target) if target == pystencils.Target.GPU: pytest.importorskip('cupy') ast.compile() print(ast.compile().code) def test_print_unsupported_node(): with pytest.raises(NotImplementedError, match='CBackend does not support node of type UnsupportedNode'): CBackend()(UnsupportedNode()) @pytest.mark.parametrize('dtype', ('float32', 'float64')) @pytest.mark.parametrize('target', (pystencils.Target.CPU, pystencils.Target.GPU)) def test_print_subtraction(dtype, target): a, b, c = sp.symbols("a b c") x = pystencils.fields(f'x: {dtype}[3d]') y = pystencils.fields(f'y: {dtype}[3d]') config = pystencils.CreateKernelConfig(target=target, data_type=dtype) update = pystencils.Assignment(x.center, y.center - a * b ** 8 + b * -1 / 42.0 - 2 * c ** 4) ast = pystencils.create_kernel(update, config=config) code = pystencils.get_code_str(ast) assert "-1.0" not in code def test_print_small_integer_pow(): printer = pystencils.backends.cbackend.CBackend() x = sp.Symbol("x") y = sp.Symbol("y") n = pystencils.TypedSymbol("n", "int") t = pystencils.TypedSymbol("t", "float32") s = pystencils.TypedSymbol("s", "float32") equs = [ pystencils.astnodes.SympyAssignment(y, 1/x), pystencils.astnodes.SympyAssignment(y, x*x), pystencils.astnodes.SympyAssignment(y, 1/(x*x)), pystencils.astnodes.SympyAssignment(y, x**8), pystencils.astnodes.SympyAssignment(y, x**(-8)), pystencils.astnodes.SympyAssignment(y, x**9), pystencils.astnodes.SympyAssignment(y, x**(-9)), pystencils.astnodes.SympyAssignment(y, x**n), pystencils.astnodes.SympyAssignment(y, sp.Pow(4, 4, evaluate=False)), pystencils.astnodes.SympyAssignment(y, x**0.25), pystencils.astnodes.SympyAssignment(y, x**y), pystencils.astnodes.SympyAssignment(y, pystencils.typing.cast_functions.CastFunc(1/x, "float32")), pystencils.astnodes.SympyAssignment(y, pystencils.typing.cast_functions.CastFunc(x*x, "float32")), pystencils.astnodes.SympyAssignment(y, (t+s)**(-8)), pystencils.astnodes.SympyAssignment(y, (t+s)**(-9)), ] typed = pystencils.typing.transformations.add_types(equs, pystencils.CreateKernelConfig()) regexes = [ r"1\.0\s*/\s*\(?\s*x\s*\)?", r"x\s*\*\s*x", r"1\.0\s*/\s*\(\s*x\s*\*x\s*\)", r"x(\s*\*\s*x){7}", r"1\.0\s*/\s*\(\s*x(\s*\*\s*x){7}\s*\)", r"pow\(\s*x\s*,\s*9(\.0)?\s*\)", r"pow\(\s*x\s*,\s*-9(\.0)?\s*\)", r"pow\(\s*x\s*,\s*\(?\s*\(\s*double\s*\)\s*\(\s*n\s*\)\s*\)?\s*\)", r"\(\s*int[a-zA-Z0-9_]*\s*\)\s*\(+\s*4(\s*\*\s*4){3}\s*\)+", r"pow\(\s*x\s*,\s*0\.25\s*\)", r"pow\(\s*x\s*,\s*y\s*\)", r"\(\s*float\s*\)[ ()]*1\.0\s*/\s*\(?\s*x\s*\)?", r"\(\s*float\s*\)[ ()]*x\s*\*\s*x", r"\(\s*float\s*\)\s*\(\s*1\.0f\s*/\s*\(\s*\(\s*s\s*\+\s*t\s*\)(\s*\*\s*\(\s*s\s*\+\s*t\s*\)){7}\s*\)", r"powf\(\s*s\s*\+\s*t\s*,\s*-9\.0f\s*\)", ] for r, e in zip(regexes, typed): assert re.search(r, printer(e))