scriptifier is a Python wrapper that generates a throw-away script and runs the wrapped function inside of it, seamlessly.

PyPI: pip install scriptifier

• Workaround to memory leaks (the memory allocated within the function will be completely freed once it ends)
  
• Function specific resource usage monitoring
  

from scriptifier import scriptifier

def func_1(in):

    (...)

    return out

scriptified_func_1 = scriptifier.run_as_script(func_1)
out = scriptified_func_1(in)

• Each argument must be pickleable
  
• Each return value must be either:
  • pickleable
  • a tf.keras.Model object
  • an iterable whose elements are tf.keras.Model objects

• Tested on Windows and Linux
• Supports overlapping/parallel calls
  
• Supports functions from imported packages and modules
  
• Doesn't rely on multiprocessing package
  
• Doesn't rely on a queue for the returns (which would add a limit the size)