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Add some args in encrypt.py

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This commit is contained in:
felixhjh
2023-02-13 02:35:55 +00:00
parent 341258a02e
commit bf61f84d22
3 changed files with 31 additions and 17 deletions
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38
tutorials/encrypt_model/encrypt.py
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@@ -1,33 +1,47 @@
import fastdeploy as fd
import os
def parse_arguments():
import argparse
import ast
parser = argparse.ArgumentParser()
parser.add_argument(
"--model", required=True, help="Path of model directory.")
"--encrypted_model_dir",
required=False,
help="Path of model directory.")
parser.add_argument(
"--model_file", required=True, help="Path of model file directory.")
parser.add_argument(
"--params_file",
required=True,
help="Path of parameters file directory.")
return parser.parse_args()
if __name__ == "__main__":
args = parse_arguments()
model_file = os.path.join(args.model, "inference.pdmodel")
params_file = os.path.join(args.model, "inference.pdiparams")
config_file = os.path.join(args.model, "inference_cls.yaml")
model_buffer = open(model_file, 'rb')
params_buffer = open(params_file, 'rb')
model_buffer = open(args.model_file, 'rb')
params_buffer = open(args.params_file, 'rb')
encrypted_model, key = fd.encryption.encrypt(model_buffer.read())
encrypted_params, key= fd.encryption.encrypt(params_buffer.read(), key)
encrypted_model_dir = args.model + "_encrypt"
# use the same key to encrypt parameter file
encrypted_params, key = fd.encryption.encrypt(params_buffer.read(), key)
encrypted_model_dir = "encrypt_model_dir"
if args.encrypted_model_dir:
encrypted_model_dir = args.encrypted_model_dir
model_buffer.close()
params_buffer.close()
os.mkdir(encrypted_model_dir)
with open(os.path.join(encrypted_model_dir, "__model__.encrypted"), "w") as f:
with open(os.path.join(encrypted_model_dir, "__model__.encrypted"),
"w") as f:
f.write(encrypted_model)
with open(os.path.join(encrypted_model_dir, "__params__.encrypted"), "w") as f:
with open(os.path.join(encrypted_model_dir, "__params__.encrypted"),
"w") as f:
f.write(encrypted_params)
with open(os.path.join(encrypted_model_dir, "encryption_key.txt"), "w") as f:
with open(os.path.join(encrypted_model_dir, "encryption_key.txt"),
"w") as f:
f.write(key)
print("encryption success")
print("encryption key: ", key)
print("encryption success")