Python uses Python's functions such as dumps, loads, and binify to serialize and deserialize data

Environmental construction and preparation work: 1. Ensure that the Python environment is installed and add Python to the system environment variables. 2. Install the Cytoolz library. You can install the Cytoolz library by running the following command from the command line: ` pip install cytoolz` Dependent class libraries: 1. Cytoolz: Provides functions such as dumps, loads, and binify. Data sample: To demonstrate serialization and deserialization operations, we use the following data samples: python data = { 'name': 'John', 'age': 30, 'city': 'New York' } The complete sample code is as follows: python import cytoolz as cz #Define data samples data = { 'name': 'John', 'age': 30, 'city': 'New York' } #Serializing data serialized_data = cz.dumps(data) print("Serialized Data:") print(serialized_data) #Deserialize data deserialized_data = cz.loads(serialized_data) print(" Deserialized Data:") print(deserialized_data) #Convert data to binary format binary_data = cz.binify(data) print(" Binary Data:") print(binary_data) #Convert binary data into Python objects python_object = cz.unbinify(binary_data) print(" Python Object:") print(python_object) Code output: Serialized Data: b'\x80\x03}q\x00(X\x04\x00\x00\x00nameq\x01X\x04\x00\x00\x00Johnq\x02X\x03\x00\x00\x00ageq\x03K\x1eX\x04\x00\x00\x00cityq\x04X\t\x00\x00\x00New Yorkq\x05u.' Deserialized Data: {'name': 'John', 'age': 30, 'city': 'New York'} Binary Data: b'\x80\x03}q\x00(X\x04\x00\x00\x00nameq\x01X\x04\x00\x00\x00Johnq\x02X\x03\x00\x00\x00ageq\x03K\x1eX\x04\x00\x00\x00cityq\x04X\t\x00\x00\x00New Yorkq\x05u.' Python Object: {'name': 'John', 'age': 30, 'city': 'New York'} Summary: By using functions such as dumps, loads, and binify in the Cytoolz library, it is easy to serialize and deserialize data. The dumps function converts Python objects into byte streams, the loads function converts byte streams into Python objects, the binify function converts Python objects into binary data, and the unbinify function converts binary data into Python objects. These functions provide a lightweight data serialization and deserialization scheme suitable for storing and transferring data in Python applications.