msgpack_numpy_serialize_deserialize_numpy_array_quickstart.py

1import msgpack
2import msgpack_numpy as m
3import numpy as np
4
5# Patch msgpack to use msgpack_numpy's encoders/decoders
6m.patch()
7
8# Create a numpy array
9x = np.random.rand(5)
10
11# Serialize the array
12x_enc = msgpack.packb(x)
13
14# Deserialize the array
15x_rec = msgpack.unpackb(x_enc)
16
17# Verify the result
18assert np.array_equal(x, x_rec)
19print("Original array:", x)
20print("Recovered array:", x_rec)