}

    @InterceptGroovyCalls
    @InstanceMethod
    @WithExtensionReferences(toClass = ResourceGroovyMethods.class)
    public static void intercept_eachByte(
        @Receiver File self,
        int bufferLen,
        Closure<?> closure,
        @CallerClassName String consumer
    ) throws IOException {
        Instrumented.fileOpened(self, consumer);
        ResourceGroovyMethods.eachByte(self, bufferLen, closure);

      }

  def test_static_range_quantization_by_default(self):
    model = self.SimpleModel()

    saved_model_save.save(model, self._input_saved_model_path)

    # Use default QuantizationOptions.
    converted_model = quantize_model.quantize(
        self._input_saved_model_path,
        representative_dataset=self._simple_model_data_gen(),
    )

    self.assertIsNotNone(converted_model)
    self.assertCountEqual(

      tensor_spec.TensorSpec((), dtypes.float32)
  ])
  def compute(self, a, b):
    return (a + self.x) * (b + self.y) / (self.child.z) + self.child.c


class ReferencesParent(module.Module):

  def __init__(self, parent):
    super(ReferencesParent, self).__init__()
    self.parent = parent
    self.my_variable = variables.Variable(3., name="MyVariable")


# Creates a cyclic object graph.

    self.assertAllEqual(sq3.numpy().reshape(-1), [3, 6, 9, 12])

  def testBiasedDense(self):
    biased_dense = def_function.function(gen_composite_ops.my_biased_dense)
    t1 = constant_op.constant([[1.0, 2.0], [3.0, 4.0]])
    t2 = constant_op.constant([[1.0, 2.0], [3.0, 4.0]])
    t3 = constant_op.constant([[-10.0, -10.0], [-10.0, -10.0]])
    sq = biased_dense(t1, t2, t3)

go mod edit -require example.com/retract/self/prev@v1.1.0
go get example.com/retract/self/prev
go list -m example.com/retract/self/prev
stdout '^example.com/retract/self/prev v1.1.0$'

# 'go get pkg' should not downgrade from a retracted version when no higher
# version is available.
cp go.mod.orig go.mod
go mod edit -require example.com/retract/self/prev@v1.9.0
go get example.com/retract/self/prev

	def __init__(self, val):
		self.val = val

	def display_hint(self):
		return 'map'

	def to_string(self):
		return str(self.val.type)

	def children(self):
		MapBucketCount = 8 # see internal/abi.go:MapBucketCount
		B = self.val['B']
		buckets = self.val['buckets']
		oldbuckets = self.val['oldbuckets']
		flags = self.val['flags']
		inttype = self.val['hash0'].type

    # So hist_mids[i] = (lower_bound + bin_width / 2) + bin_width * i
    first_mid = self._lower_bound + self._bin_width / 2
    last_mid = first_mid + (self._num_bins - 1) * self._bin_width
    self._hist_mids = np.linspace(first_mid, last_mid, self._num_bins)

  def _get_dequantized_hist_mids_after_quantize(
      self, quant_min: float, quant_max: float
  ) -> np.ndarray:

# 'go list -m mod@latest' selects a previous release version, not self-retracted latest.
go list -m -f '{{.Version}}{{with .Retracted}} retracted{{end}}' example.com/retract/self/prev@latest
stdout '^v1.1.0$'

# 'go list -m -retracted mod@latest' selects the self-retracted latest version.
go list -m -retracted -f '{{.Version}}{{with .Retracted}} retracted{{end}}' example.com/retract/self/prev@latest
stdout '^v1.9.0 retracted$'

     *
     * @param self the {@link MapProperty}
     * @param key the key
     * @param value the value or a {@link Provider} of the value
     */
    @SuppressWarnings("unchecked")
    public static <K, V> void putAt(MapProperty<K, V> self, K key, Object value) {
        if (value instanceof Provider<?>) {
            self.put(key, (Provider) value);
        } else {
            self.put(key, (V) value);
        }
    }

class ValidationException(Exception):
    def __init__(self, errors: Sequence[Any]) -> None:
        self._errors = errors

    def errors(self) -> Sequence[Any]:
        return self._errors


class RequestValidationError(ValidationException):
    def __init__(self, errors: Sequence[Any], *, body: Any = None) -> None:
        super().__init__(errors)
        self.body = body