onnx--onnx/onnx/reference/ops/experimental/_op_list.py

# Copyright (c) ONNX Project Contributors

# SPDX-License-Identifier: Apache-2.0
from __future__ import annotations

import textwrap
from typing import Any

from onnx.reference.op_run import OpFunction, OpRun
from onnx.reference.ops._helpers import build_registered_operators_any_domain
from onnx.reference.ops.experimental.op_im2col import Im2Col  # noqa: F401


def _build_registered_operators() -> dict[str, dict[int | None, type[OpRun]]]:
    return build_registered_operators_any_domain(globals().copy())


def load_op(
    domain: str,
    op_type: str,
    version: None | int,
    custom: Any = None,
) -> Any:
    """Loads the implemented for a specified operator.

    Args:
        domain: domain
        op_type: operator type
        version: requested version
        custom: custom implementation (like a function)

    Returns:
        class
    """
    global _registered_operators  # noqa: PLW0603
    if _registered_operators is None:
        _registered_operators = _build_registered_operators()
    if custom is not None:
        return lambda *args: OpFunction(*args, impl=custom)
    if domain != "experimental":
        raise ValueError(f"Domain must be '' not {domain!r}.")
    if op_type not in _registered_operators:
        available = "\n".join(textwrap.wrap(", ".join(sorted(_registered_operators))))
        raise NotImplementedError(
            f"No registered implementation for operator {op_type!r} "
            f"and domain {domain!r} in\n{available}"
        )
    impl = _registered_operators[op_type]
    if None not in impl:
        raise RuntimeError(
            f"No default implementation for operator {op_type!r} "
            f"and domain {domain!r}, found "
            f"{', '.join(map(str, impl))}."
        )
    if version is None or len(impl) == 1:
        return impl[None]
    best = -1
    for v in impl:
        if v is None:
            continue
        if best < v <= version:
            best = v
    if best == -1:
        raise RuntimeError(
            f"No implementation for operator {op_type!r} "
            f"domain {domain!r} and version {version!r}, found "
            f"{', '.join(map(str, impl))}."
        )
    return impl[best]


_registered_operators: dict[str, dict[int | None, type[OpRun]]] | None = None