code: def random_integer(shape, dtype, minval, maxval, seed):
      """Generates a sample from uniform distribution over [minval, maxval)."""
      return random.randint(
          shape=tuple(shape),
          dtype=dtype,
          minval=minval,
          maxval=maxval,
          key=make_tensor_seed(seed),
      )
  
imports: import functools
  import jax
  from jax import lax
  from jax import random
  from jax import tree_util
  import jax.numpy
label_desc: Use image node_id 11 for calling a global function with example usage: random_integer(shape, dtype, minval, maxval, seed) and returns: random