# mypy: allow-untyped-defs
import torch

from torch._export.db.case import export_case


@export_case(
    example_inputs=(torch.randn(3, 2), torch.randn(2)),
    tags={"python.closure"},
)
class NestedFunction(torch.nn.Module):
    """
    Nested functions are traced through. Side effects on global captures
    are not supported though.
    """
    def __init__(self):
        super().__init__()

    def forward(self, a, b):
        x = a + b
        z = a - b

        def closure(y):
            nonlocal x
            x += 1
            return x * y + z

        return closure(x)