Skip to main content

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/*

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

pserialization-0.0.5.tar.gz (5.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

pserialization-0.0.5-py3-none-any.whl (6.9 kB view details)

Uploaded Python 3

File details

Details for the file pserialization-0.0.5.tar.gz.

File metadata

  • Download URL: pserialization-0.0.5.tar.gz
  • Upload date:
  • Size: 5.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.0

File hashes

Hashes for pserialization-0.0.5.tar.gz
Algorithm Hash digest
SHA256 b18f4644e42a027cc32abdff4ef77eeec25e962834969936eb2ef47c5fd66f6a
MD5 823ff8436f082efab00e09d5221bdfdb
BLAKE2b-256 4b8350afeb04f436c2d6398f9031963ecdd03fe104862ed24aeec8b22b0354a8

See more details on using hashes here.

File details

Details for the file pserialization-0.0.5-py3-none-any.whl.

File metadata

File hashes

Hashes for pserialization-0.0.5-py3-none-any.whl
Algorithm Hash digest
SHA256 8e775031863a6696aa94c4dd32862bb36e27f165c2a6ba51c53fabdeed8bcf8e
MD5 42a7ad90c5d0a3b26cdc4ee9508db79f
BLAKE2b-256 7390c56c04842e574a5f045db92147b64acacc5e03e1155c0be9cbba95ac2020

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page