ml-stable-diffusion/mlx/python/src/small_vector.h

// Copyright © 2025 Apple Inc.

#pragma once

#include "mlx/small_vector.h"

#include <nanobind/stl/detail/nb_list.h>

NAMESPACE_BEGIN(NB_NAMESPACE)
NAMESPACE_BEGIN(detail)

template <typename Type, size_t Size, typename Alloc>
struct type_caster<mlx::core::SmallVector<Type, Size, Alloc>> {
  using List = mlx::core::SmallVector<Type, Size, Alloc>;
  using Caster = make_caster<Type>;

  NB_TYPE_CASTER(
      List,
      const_name(NB_TYPING_TUPLE "[") + make_caster<Type>::Name +
          const_name(", ...]"))

  bool from_python(handle src, uint8_t flags, cleanup_list* cleanup) noexcept {
    size_t size;
    PyObject* temp;

    // Will initialize 'size' and 'temp'. All return values and
    // return parameters are zero/NULL in the case of a failure.
    PyObject** o = seq_get(src.ptr(), &size, &temp);

    value.clear();
    value.reserve(size);

    Caster caster;
    bool success = o != nullptr;

    flags = flags_for_local_caster<Type>(flags);

    for (size_t i = 0; i < size; ++i) {
      if (!caster.from_python(o[i], flags, cleanup) ||
          !caster.template can_cast<Type>()) {
        success = false;
        break;
      }

      value.push_back(caster.operator cast_t<Type>());
    }

    Py_XDECREF(temp);

    return success;
  }

  template <typename T>
  static handle from_cpp(T&& src, rv_policy policy, cleanup_list* cleanup) {
    object ret = steal(PyTuple_New(src.size()));

    if (ret.is_valid()) {
      Py_ssize_t index = 0;

      for (auto&& value : src) {
        handle h = Caster::from_cpp(forward_like_<T>(value), policy, cleanup);

        if (!h.is_valid()) {
          ret.reset();
          break;
        }

        NB_TUPLE_SET_ITEM(ret.ptr(), index++, h.ptr());
      }
    }

    return ret.release();
  }
};

NAMESPACE_END(detail)
NAMESPACE_END(NB_NAMESPACE)