code: def main(argv):
      contents = open(argv[1]).read()
      contents = contents.replace(
          "tensorflow_probability.python.internal.backend.numpy",
          "tensorflow_probability.python.internal.backend.jax",
      )
      contents = contents.replace(
          "from tensorflow_probability.python.internal.backend import numpy",
          "from tensorflow_probability.python.internal.backend import jax",
      )
      contents = contents.replace(
          "import tensorflow_probability.substrates.numpy as tfp",
          "import tensorflow_probability.substrates.jax as tfp",
      )
      # To fix lazy imports in `LinearOperator`.
      contents = contents.replace(
          "tensorflow_probability.substrates.numpy",
          "tensorflow_probability.substrates.jax",
      )
      contents = contents.replace("scipy.linalg", "jax.scipy.linalg")
      contents = contents.replace("scipy.special", "jax.scipy.special")
      if FLAGS.rewrite_numpy_import:
          contents = contents.replace(
              "\nimport numpy as np",
              "\nimport numpy as onp; import jax.numpy as np",
          )
      else:
          contents = contents.replace(
              "\nimport numpy as np", "\nimport numpy as np; onp = np"
          )
      contents = contents.replace("np.bool_", "onp.bool_")
      contents = contents.replace("np.dtype", "onp.dtype")
      contents = contents.replace("np.generic", "onp.generic")
  
      contents = contents.replace("np.broadcast", "onp.broadcast")
      # so as to fixup np.broadcast_arrays or np.broadcast_to
      contents = contents.replace(
          "onp.broadcast_arrays", "np.broadcast_arrays"
      )
      contents = contents.replace("onp.broadcast_to", "np.broadcast_to")
  
      contents = contents.replace("np.ndindex", "onp.ndindex")
  
      contents = contents.replace("JAX_MODE = False", "JAX_MODE = True")
      contents = contents.replace("NumpyTest", "JaxTest")
  
      print(contents)
  
label_desc: Use image node_id 1 for calling a global function with example usage: main(argv) without return types