Commit 65c7e576 authored by Markus Holzer's avatar Markus Holzer
Browse files

Implemented Logarithm

parent ea943334
Pipeline #39713 passed with stages
in 20 minutes and 46 seconds
......@@ -10,10 +10,11 @@ from pystencils.field import Field
from pystencils.node_collection import NodeCollection
from pystencils.transformations import NestedScopes
# TODO use this in Constraint Checker
accepted_functions = [
# TODO trigonometric functions (and whatever tests will fail)
......@@ -212,7 +212,7 @@ class TypeAdder:
return expr.func(*new_args) if new_args else expr, collated_type
elif isinstance(expr, (sp.Pow, sp.exp, InverseTrigonometricFunction, TrigonometricFunction,
HyperbolicFunction, sp.log)):
args_types = [self.figure_out_type(arg) for arg in expr.args]
collated_type = collate_types([t for _, t in args_types])
new_args = [a if t.dtype_eq(collated_type) else CastFunc(a, collated_type) for a, t in args_types]
import pytest
import numpy as np
import sympy as sp
import pystencils as ps
@pytest.mark.parametrize('dtype', ["float64", "float32"])
def test_log(dtype):
a = sp.Symbol("a")
x = ps.fields(f'x: {dtype}[1d]')
assignments = ps.AssignmentCollection({ sp.log(a)})
ast = ps.create_kernel(assignments)
code = ps.get_code_str(ast)
kernel = ast.compile()
# ps.show_code(ast)
if dtype == "float64":
assert "float" not in code
array = np.zeros((10,), dtype=dtype)
kernel(x=array, a=100)
assert np.allclose(array, 4.60517019)
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