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Handle slices in mlx_funcify_IncSubtensor #1692

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Handle slices in mlx_funcify_IncSubtensor #1692

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bff3685
Handle slices in `mlx_funcify_IncSubtensor`
jessegrabowski Oct 24, 2025
a63e759
Create test_mlx_indexing_behavior.py
cetagostini Oct 28, 2025
119e7e6
Fix MLX indexing to support np.int64 and NumPy scalars
cetagostini Oct 28, 2025
116a1bd
Add missing newline at end of files
cetagostini Oct 28, 2025
4f7ae9f
modify
cetagostini Oct 28, 2025
9632ad6
Simplify based on Ricardo input
cetagostini Oct 28, 2025
c457a13
Update subtensor.py
cetagostini Oct 28, 2025
cd7a2d0
Simplify error msg
cetagostini Oct 28, 2025
449c2df
Refactor MLX subtensor dispatch and update test
cetagostini Oct 30, 2025
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20 changes: 19 additions & 1 deletion pytensor/link/mlx/dispatch/subtensor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,25 @@ def mlx_fn(x, indices, y):
return x

def incsubtensor(x, y, *ilist, mlx_fn=mlx_fn, idx_list=idx_list):
indices = indices_from_subtensor(ilist, idx_list)
def get_slice_int(element):
if element is None:
return None
try:
return int(element)
except Exception:
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Copilot AI Oct 24, 2025

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Using a bare except Exception is too broad. This should catch specific exceptions like TypeError or ValueError that would occur when trying to convert a non-integer value. The current implementation could mask unexpected errors.

Suggested change
except Exception:
except (TypeError, ValueError):

Copilot uses AI. Check for mistakes.
return element

indices = tuple(
[
slice(
get_slice_int(s.start), get_slice_int(s.stop), get_slice_int(s.step)
)
if isinstance(s, slice)
else s
for s in indices_from_subtensor(ilist, idx_list)
]
)

if len(indices) == 1:
indices = indices[0]

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13 changes: 13 additions & 0 deletions tests/link/mlx/test_subtensor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -119,6 +119,19 @@ def test_mlx_IncSubtensor_increment():
assert not out_pt.owner.op.set_instead_of_inc
compare_mlx_and_py([], [out_pt], [])

# Increment slice
out_pt = pt_subtensor.inc_subtensor(x_pt[:, :, 2:], st_pt)
compare_mlx_and_py([], [out_pt], [])

out_pt = pt_subtensor.inc_subtensor(x_pt[:, :, -3:], st_pt)
compare_mlx_and_py([], [out_pt], [])

out_pt = pt_subtensor.inc_subtensor(x_pt[::2, ::2, ::2], st_pt)
compare_mlx_and_py([], [out_pt], [])

out_pt = pt_subtensor.inc_subtensor(x_pt[:, :, :], st_pt)
compare_mlx_and_py([], [out_pt], [])


def test_mlx_AdvancedIncSubtensor_set():
"""Test advanced set operations using AdvancedIncSubtensor."""
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