Script to convert between .pb and .pbtxt files

pb_pbtxt_converter.py

#!/usr/bin/env python3

import argparse, os, pathlib, sys
def file_path(string):
    if os.path.isfile(string):
        return string
    else:
        raise FileNotFoundError(string)
ap = argparse.ArgumentParser()
ap.add_argument("-i", "--input", type=file_path, required=True,
    help="path to input file, either .pb or .pbtxt")
args = vars(ap.parse_args())

# Get input filename parts
in_dir = os.path.dirname(args["input"])
in_name, in_ext = os.path.splitext(os.path.basename(args["input"]))
in_ext = in_ext.lower()

# Verify it is a valid extention
if in_ext == ".pb":
    to_pb = False
    out_filename = os.path.join(in_dir, in_name + ".pbtxt")
elif in_ext == ".pbtxt":
    to_pb = True
    out_filename = os.path.join(in_dir, in_name + ".pb")
else:
    raise argparse.ArgumentTypeError("File must be either a .pb or .pbtxt file")

# Verify that out file doesn't already exist
if os.path.exists(out_filename):
    if os.path.isfile(out_filename):
        raise FileExistsError("Output file already exists: '{}'".format(out_filename))

# Import after argparse so as to not waste time with bad arguments
import tensorflow as tf
from google.protobuf import text_format
from tensorflow.python.platform import gfile

def pbtxt_to_graphdef(filename):
    print("\n[CONVERT] Converting from .pbtxt to .pb: '{}'\n".format(filename))
    with open(filename, 'r') as f:
        graph_def = tf.GraphDef()
        file_content = f.read()
        text_format.Merge(file_content, graph_def)
        tf.import_graph_def(graph_def, name='')
        in_dir = os.path.dirname(filename)
        out_filename = os.path.splitext(os.path.basename(filename))[0] + ".pb"
        tf.train.write_graph(graph_def, in_dir, out_filename, as_text=False)
    print("\n[CONVERT] Wrote file to: '{}'\n".format(os.path.join(in_dir, out_filename)))

def graphdef_to_pbtxt(filename):
    print("\n[CONVERT] Converting from .pb to .pbtxt: '{}'\n".format(filename))
    with gfile.FastGFile(filename,'rb') as f:
        graph_def = tf.GraphDef()
        graph_def.ParseFromString(f.read())
        tf.import_graph_def(graph_def, name='')
        in_dir = os.path.dirname(filename)
        out_filename = os.path.splitext(os.path.basename(filename))[0] + ".pbtxt"
        tf.train.write_graph(graph_def, in_dir, out_filename, as_text=True)
    print("\n[CONVERT] Wrote file to: '{}'\n".format(os.path.join(in_dir, out_filename)))

if to_pb:
    pbtxt_to_graphdef(args["input"])
else:
    graphdef_to_pbtxt(args["input"])