code: def apply_snapshot(
      op: qml.Snapshot,
      state,
      is_state_batched: bool = False,
      debugger=None,
  ):
      """Take a snapshot of the state"""
      if debugger is not None and debugger.active:
          measurement = op.hyperparameters["measurement"]
          if measurement:
              snapshot = qml.devices.qubit.measure(measurement, state)
          else:
              flat_shape = (
                  (math.shape(state)[0], -1)
                  if is_state_batched
                  else (-1,)
              )
              snapshot = math.cast(
                  math.reshape(state, flat_shape), complex
              )
          if op.tag:
              debugger.snapshots[op.tag] = snapshot
          else:
              debugger.snapshots[len(debugger.snapshots)] = snapshot
      return state
  
imports: from functools import singledispatch
  from string import ascii_letters
  import numpy
  import pennylane
  from pennylane import math
label_desc: Use image node_id 14 for calling a global function with example usage: apply_snapshot(op, state, is_state_batched, debugger) and returns: state