jsonconversion_serialize_deserialize_numpy_arrays_custom_encoder.py

python

This quickstart demonstrates how to use jsonconversion to serialize and d

15d ago23 lines

DLR-RM/jsonconversion

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jsonconversion_serialize_deserialize_numpy_arrays_custom_encoder.py
import numpy as np
from jsonconversion.decoder import JSONObjectDecoder
from jsonconversion.encoder import JSONObjectEncoder
import json

# Data to be serialized
data = {
    'name': 'Example',
    'matrix': np.array([[1, 2], [3, 4]]),
    'list': [1, 2, 3]
}

# Serialize the data using the JSONObjectEncoder
json_string = json.dumps(data, cls=JSONObjectEncoder, indent=4)
print("Serialized JSON:")
print(json_string)

# Deserialize the data using the JSONObjectDecoder
restored_data = json.loads(json_string, cls=JSONObjectDecoder)

print("\nRestored Data:")
print(restored_data)
print(f"Matrix type: {type(restored_data['matrix'])}")