How can I serialize Python namedtuples?
You can serialize Python namedtuples using the pickle
module or by converting them to dictionaries.
Can you show me an example using pickle
?
Sure! Here's a simple example:
import pickle
from collections import namedtuple
Person = namedtuple('Person', ['name', 'age'])
# Create a namedtuple instance
person = Person(name='Alice', age=30)
# Serialize the namedtuple
with open('person.pkl', 'wb') as f:
pickle.dump(person, f)
# Deserialize the namedtuple
with open('person.pkl', 'rb') as f:
loaded_person = pickle.load(f)
print(loaded_person)
What if I want to serialize it to JSON instead?
You can convert the namedtuple to a dictionary and then use the json
module. Here's how:
import json
from collections import namedtuple
Person = namedtuple('Person', ['name', 'age'])
# Create a namedtuple instance
person = Person(name='Alice', age=30)
# Convert to dictionary and serialize to JSON
person_json = json.dumps(person._asdict())
print(person_json)
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