onnx-source-snapshot/onnx/backend/test/case/node/optionalgetelement.py

# Copyright (c) ONNX Project Contributors
#
# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations

from typing import Any

import numpy as np

import onnx
from onnx.backend.test.case.base import Base
from onnx.backend.test.case.node import expect


def optional_get_element_reference_implementation(optional: Any | None) -> Any:
    assert optional is not None
    return optional


class OptionalHasElement(Base):
    @staticmethod
    def export_get_element_tensor() -> None:
        optional = np.array([1, 2, 3, 4]).astype(np.float32)
        tensor_type_proto = onnx.helper.make_tensor_type_proto(
            elem_type=onnx.TensorProto.FLOAT,
            shape=[
                4,
            ],
        )
        optional_type_proto = onnx.helper.make_optional_type_proto(tensor_type_proto)

        node = onnx.helper.make_node(
            "OptionalGetElement", inputs=["optional_input"], outputs=["output"]
        )
        output = optional_get_element_reference_implementation(optional)
        expect(
            node,
            inputs=[optional],
            outputs=[output],
            input_type_protos=[optional_type_proto],
            name="test_optional_get_element_optional_tensor",
        )
        expect(
            node,
            inputs=[optional],
            outputs=[output],
            input_type_protos=[tensor_type_proto],
            name="test_optional_get_element_tensor",
        )

    @staticmethod
    def export_get_element_sequence() -> None:
        optional = [np.array([1, 2, 3, 4]).astype(np.int32)]
        tensor_type_proto = onnx.helper.make_tensor_type_proto(
            elem_type=onnx.TensorProto.INT32,
            shape=[
                4,
            ],
        )
        seq_type_proto = onnx.helper.make_sequence_type_proto(tensor_type_proto)
        optional_type_proto = onnx.helper.make_optional_type_proto(seq_type_proto)

        node = onnx.helper.make_node(
            "OptionalGetElement", inputs=["optional_input"], outputs=["output"]
        )
        output = optional_get_element_reference_implementation(optional)
        expect(
            node,
            inputs=[optional],
            outputs=[output],
            input_type_protos=[optional_type_proto],
            name="test_optional_get_element_optional_sequence",
        )
        expect(
            node,
            inputs=[optional],
            outputs=[output],
            input_type_protos=[seq_type_proto],
            name="test_optional_get_element_sequence",
        )