====== Serialization ======

===== Pickle 및 유사 모듈=====

  * cloudpickle: https://github.com/cloudpipe/cloudpickle
  * dill: https://pypi.org/project/dill/

===== Cap'n Proto =====
    * https://capnproto.org/

===== Msgepack =====

    * http://msgpack.org/
    * https://github.com/msgpack/msgpack-cli/wiki/Xamarin-and-Unity


==== numpy 직렬화 ====

<code python>
import msgpack
import msgpack_numpy as m
import numpy as np
import sys

x = np.random.rand(100)
sys.getsizeof(x)  # 896

x_enc = msgpack.packb(x, default=m.encode)  # 14.1 µs ± 32.4 ns
x_rec = msgpack.unpackb(x_enc, object_hook=m.decode)  # 3.33 µs ± 19.8 ns
sys.getsizeof(x_enc)  # 869

x_str = x.tostring()  # 151 ns ± 0.879 ns
x_rec = np.frombuffer(x_str)  # 347 ns ± 4.18 ns
sys.getsizeof(x_str)  # 833
</code>


===== Snappy ======