A de/serialization library for python
Project description
PSerialization
Python library for serializing & deserializing python objects.
Out of the box support for "basic" object de/serialization, that is objects that hold all of their state in __ dict __ and have a trivial __ new __.
For more complicated types like datetime.datetime, users of this library can supply custom middleware to handle de/serializing those types.
Useful for sending python objects to a system that may only be expecting to handle primitive types, as well as reconstructing python objects from systems that lack type information. I personally use this for editing/loading configuration files stored as json, and for loading objects from nosql dbs like MongoDB.
https://github.com/SteffenCucos/PSerialization
'Basic' Object Example
from pserialize.serializer import Serializer
from pserialize.deserializer import Deserializer
serializer = Serializer()
deserializer = Deserializer()
class Shoe():
def __init__(self, size: int, condition: str, brand: str):
self.size = size
self.condition = condition
self.brand = brand
if __name__ == "__main__":
shoes = [Shoe(11, "Good", "Nike"), Shoe(12, "Bad", "Geox")]
# Serialize a python object into primitives
serialized = serializer.serialize(shoes)
assert serialized == [
{ "size": 11, "condition": "Good", "brand": "Nike" },
{ "size": 12, "condition": "Bad", "brand": "Geox" }
]
# Build back the object representation just from primitives
deserialized = deserializer.deserialize(serialized, list[Shoe])
assert deserialized == shoes
Middleware Example
from datetime import datetime
from pserialize.serializer import Serializer
from pserialize.deserializer import Deserializer
def serialize_datetime(date: datetime):
return repr(date)
def deserialize_date(value: object):
assert type(value) is str
arg_str = value.split("(")[1]
arg_str = arg_str.replace(")", "")
args = arg_str.strip(" ").split(",")
args = [int(arg) for arg in args]
return datetime(*args)
serializer = Serializer(middleware={datetime: serialize_datetime})
deserializer = Deserializer(middleware={datetime: deserialize_datetime})
if __name__ == "__main__":
date = datetime(2022, 7, 25, 11, 3, 44, 21000)
# Serialized using the custom function
serialized = serializer.serialize(date)
assert serialized == "datetime.datetime(2022, 7, 25, 11, 3, 44, 21000)"
# Deserialized back into the correct type
deserialized = deserializer.deserialize(serialized, datetime)
assert deserialized == date
Update PyPi Package
py -m build
py -m twine upload --repository pypi dist/*
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