// license that can be found in the LICENSE file.

// Runtime type representation.

package runtime

import (
	"internal/abi"
	"unsafe"
)

type nameOff = abi.NameOff
type typeOff = abi.TypeOff
type textOff = abi.TextOff

type _type = abi.Type

// rtype is a wrapper that allows us to define additional methods.
type rtype struct {
	*abi.Type // embedding is okay here (unlike reflect) because none of this is public

//
// The strings mostly use gofmt form.
//
// A Field or FieldList has as its type a comma-separated list
// of the types of the fields. For example, the field list
//	x, y, z int
// has type "int, int, int".

// The prefix "type " is the type of a type.
// For example, given
//	var x int
//	type T int
// x's type is "int" but T's type is "type int".

	if done {
		return
	}

	code := StatusOK

	// If Content-Type isn't set, use the file's extension to find it, but
	// if the Content-Type is unset explicitly, do not sniff the type.
	ctypes, haveType := w.Header()["Content-Type"]
	var ctype string
	if !haveType {
		ctype = mime.TypeByExtension(filepath.Ext(name))
		if ctype == "" {
			// read a chunk to decide between utf-8 text and binary

)

// userTypeInfo stores the information associated with a type the user has handed
// to the package. It's computed once and stored in a map keyed by reflection
// type.
type userTypeInfo struct {
	user        reflect.Type // the type the user handed us
	base        reflect.Type // the base type after all indirections
	indir       int          // number of indirections to reach the base type
	externalEnc int          // xGob, xBinary, or xText

		if err != nil {
			return err
		}
		if src.Type().AssignableTo(dest.Type()) {
			dest.Set(src)
		} else if src.Type().ConvertibleTo(dest.Type()) {
			dest.Set(src.Convert(dest.Type()))
		} else {
			return fmt.Errorf("item[%d]: can't assign or convert %v into %v", i, src.Type(), dest.Type())
		}
	}
	items.Set(slice)
	return nil

        static <T> Value<T> ofNullable(@Nullable T value) {
            if (value == null) {
                return MISSING.asType();
            }
            return new Present<>(value);
        }

        static <T> Value<T> missing() {
            return MISSING.asType();
        }

        static <T> Value<T> of(T value) {
            if (value == null) {

        Type parameterType = extractType(parameterElement.asType());
        ParameterKindInfo parameterKindInfo = extractParameterKind(parameterElement, isVararg);

        if (parameterKindInfo == ParameterKindInfo.VARARG_METHOD_PARAMETER) {
            if (parameterType.getSort() != Type.ARRAY) {

                return FILE_COLLECTION.asType();
            case DIRECTORY_PROPERTY:
            case REGULAR_FILE_PROPERTY:
                return Type.getType(File.class);
            case LIST_PROPERTY:
                return Type.getType(List.class);
            case SET_PROPERTY:
                return Type.getType(Set.class);
            case MAP_PROPERTY:
                return Type.getType(Map.class);

  @test_util.deprecated_graph_mode_only
  def test_replace_tensors_by_numpy_ndarrays_with_tensor_list(self):
    num_samples = 8
    samples = [
        np.random.uniform(low=-1.0, high=1.0, size=(3, 3)).astype('f4')
        for _ in range(num_samples)
    ]

    repr_ds: repr_dataset.RepresentativeDataset = [
        {
            'input_tensor': ops.convert_to_tensor(sample),
        }

    if (auto qtype = mlir::dyn_cast_or_null<UniformQuantizedType>(
            quant::GetUniformQuantizedTypeForBias(
                quant_params, legacy_float_scale, adjusted_quant_dim))) {
      return quant::UniformQuantizedType::get(
          qtype.getFlags(), qtype.getStorageType(), qtype.getExpressedType(),
          qtype.getScale() * scale, qtype.getZeroPoint(),