code: def clip(
      batch: types.NestedArray, clipping_config: NestClippingConfig
  ) -> types.NestedArray:
      """Clips the batch."""
  
      def max_abs_value_for_path(
          path: Path, x: jnp.ndarray
      ) -> Optional[float]:
          del x  # Unused, needed by interface.
          return next(
              (
                  max_abs_value
                  for clipping_path, max_abs_value in clipping_config.path_map
                  if _is_prefix(clipping_path, path)
              ),
              None,
          )
  
      max_abs_values = tree_utils.fast_map_structure_with_path(
          max_abs_value_for_path, batch
      )
  
      def clip_leaf(
          data: jnp.ndarray, max_abs_value: Optional[float]
      ) -> jnp.ndarray:
          if max_abs_value is not None:
              # TODO(b/124318564): remove pylint directive
              data = jnp.clip(
                  data, -max_abs_value, +max_abs_value
              )  # pylint: disable=invalid-unary-operand-type
          return data
  
      return tree_utils.fast_map_structure(
          clip_leaf, batch, max_abs_values
      )
  
imports: import dataclasses
  from typing import Any, Optional, Tuple, Union
  from acme import types
  from acme.utils import tree_utils
  import chex
  import jax
  import jax.numpy
  import numpy
  import tree
label_desc: Use image node_id 11 for calling a global function with example usage: clip(batch, clipping_config) and returns: tree_utils, next, data