code: def transform_ast(self, node, ctx):
      node = qual_names.resolve(node)
      node = activity.resolve(node, ctx)
      graphs = cfg.build(node)
      node = reaching_definitions.resolve(node, ctx, graphs)
      node = reaching_fndefs.resolve(node, ctx, graphs)
      node = type_inference.resolve(node, ctx, graphs, self.resolver)
      return node
  
imports: import unittest
  from typing import Any, Callable, List
  from nvidia.dali._autograph.pyct import anno
  from nvidia.dali._autograph.pyct import cfg
  from nvidia.dali._autograph.pyct import qual_names
  from nvidia.dali._autograph.pyct import transpiler
  from nvidia.dali._autograph.pyct.static_analysis import activity
  from nvidia.dali._autograph.pyct.static_analysis import reaching_definitions
  from nvidia.dali._autograph.pyct.static_analysis import reaching_fndefs
  from nvidia.dali._autograph.pyct.static_analysis import type_inference
label_desc: Use image node_id 3 for calling the TestTranspiler obj's underlying member method code with example usage: obj.transform_ast(node, ctx) and returns: node