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Serpyco: a serializer for python dataclasses

What is Serpyco ?

Serpyco is a serialization library for Python 3.6+ dataclasses that works just by defining your dataclasses:

import dataclasses
import typing

import serpyco

@dataclasses.dataclass
class Example(object):
    name: str
    num: int
    tags: typing.List[str]


serializer = serpyco.Serializer(Example)

result = serializer.dump(Example(name="foo", num=2, tags=["hello", "world"]))
print(result)

{'name': 'foo', 'num': 2, 'tags': ['hello', 'world']}

Serpyco works by analysing the dataclass fields and can recognize many types : List, Set, Tuple, Optional, Union… You can also embed other dataclasses in a definition.

The main use-case for Serpyco is to serialize objects for an API, but it can be helpful whenever you need to transform objects to/from builtin Python types.

Features

  • Serialization and unserialization of dataclasses

  • Validation of input/output data

  • Very fast

  • Extensible through custom encoders

Installing

Serpyco is best installed via pip:

pip install serpyco

It has only 3 (4 with python 3.6 dataclasses backport) dependencies:

  • rapid-json: used for data validation and fast JSON dump/load

  • python-dateutil: used for serializing datetime objects

  • typing_inspect: used to inspect types as needed to create serializers

Documentation

Contributing

Serpyco is written using Python and Cython for parts needing speed.

Metadata

Release files for serpyco-d7 1.3.16

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for serpyco-d7 1.3.16
File Size Uploaded Provenance Actions
serpyco-d7-1.3.16.tar.gz 42.9 kB Without provenance Details for serpyco-d7-1.3.16.tar.gz

Built distributions (wheels)

Table of built distributions (wheels) for serpyco-d7 1.3.16
File Actions
serpyco_d7-1.3.16-pp310-pypy310_pp73-win_amd64.whl PyPy 3.10 PyPy 3.10 7.3 Windows x86-64 Details for serpyco_d7-1.3.16-pp310-pypy310_pp73-win_amd64.whl
serpyco_d7-1.3.16-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details for serpyco_d7-1.3.16-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-pp310-pypy310_pp73-macosx_11_0_arm64.whl PyPy 3.10 PyPy 3.10 7.3 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-pp310-pypy310_pp73-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-pp310-pypy310_pp73-macosx_10_9_x86_64.whl PyPy 3.10 PyPy 3.10 7.3 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-pp310-pypy310_pp73-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-pp39-pypy39_pp73-win_amd64.whl PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 Details for serpyco_d7-1.3.16-pp39-pypy39_pp73-win_amd64.whl
serpyco_d7-1.3.16-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details for serpyco_d7-1.3.16-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for serpyco_d7-1.3.16-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-pp39-pypy39_pp73-macosx_11_0_arm64.whl PyPy 3.9 PyPy 3.9 7.3 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-pp39-pypy39_pp73-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-pp39-pypy39_pp73-macosx_10_9_x86_64.whl PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-pp39-pypy39_pp73-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-pp38-pypy38_pp73-win_amd64.whl PyPy 3.8 PyPy 3.8 7.3 Windows x86-64 Details for serpyco_d7-1.3.16-pp38-pypy38_pp73-win_amd64.whl
serpyco_d7-1.3.16-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for serpyco_d7-1.3.16-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-pp38-pypy38_pp73-macosx_11_0_arm64.whl PyPy 3.8 PyPy 3.8 7.3 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-pp38-pypy38_pp73-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-pp38-pypy38_pp73-macosx_10_9_x86_64.whl PyPy 3.8 PyPy 3.8 7.3 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-pp38-pypy38_pp73-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-pp37-pypy37_pp73-win_amd64.whl PyPy 3.7 PyPy 3.7 7.3 Windows x86-64 Details for serpyco_d7-1.3.16-pp37-pypy37_pp73-win_amd64.whl
serpyco_d7-1.3.16-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for serpyco_d7-1.3.16-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-pp37-pypy37_pp73-macosx_10_9_x86_64.whl PyPy 3.7 PyPy 3.7 7.3 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-pp37-pypy37_pp73-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for serpyco_d7-1.3.16-cp311-cp311-win_amd64.whl
serpyco_d7-1.3.16-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details for serpyco_d7-1.3.16-cp311-cp311-win32.whl
serpyco_d7-1.3.16-cp311-cp311-musllinux_1_1_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-64 Details for serpyco_d7-1.3.16-cp311-cp311-musllinux_1_1_x86_64.whl
serpyco_d7-1.3.16-cp311-cp311-musllinux_1_1_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-32 Details for serpyco_d7-1.3.16-cp311-cp311-musllinux_1_1_i686.whl
serpyco_d7-1.3.16-cp311-cp311-musllinux_1_1_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ ARM64 Details for serpyco_d7-1.3.16-cp311-cp311-musllinux_1_1_aarch64.whl
serpyco_d7-1.3.16-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details for serpyco_d7-1.3.16-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-cp311-cp311-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-cp311-cp311-macosx_10_9_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-cp311-cp311-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details for serpyco_d7-1.3.16-cp310-cp310-win_amd64.whl
serpyco_d7-1.3.16-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details for serpyco_d7-1.3.16-cp310-cp310-win32.whl
serpyco_d7-1.3.16-cp310-cp310-musllinux_1_1_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-64 Details for serpyco_d7-1.3.16-cp310-cp310-musllinux_1_1_x86_64.whl
serpyco_d7-1.3.16-cp310-cp310-musllinux_1_1_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-32 Details for serpyco_d7-1.3.16-cp310-cp310-musllinux_1_1_i686.whl
serpyco_d7-1.3.16-cp310-cp310-musllinux_1_1_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ ARM64 Details for serpyco_d7-1.3.16-cp310-cp310-musllinux_1_1_aarch64.whl
serpyco_d7-1.3.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for serpyco_d7-1.3.16-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-cp310-cp310-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-cp310-cp310-macosx_10_9_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-cp310-cp310-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details for serpyco_d7-1.3.16-cp39-cp39-win_amd64.whl
serpyco_d7-1.3.16-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details for serpyco_d7-1.3.16-cp39-cp39-win32.whl
serpyco_d7-1.3.16-cp39-cp39-musllinux_1_1_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-64 Details for serpyco_d7-1.3.16-cp39-cp39-musllinux_1_1_x86_64.whl
serpyco_d7-1.3.16-cp39-cp39-musllinux_1_1_i686.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-32 Details for serpyco_d7-1.3.16-cp39-cp39-musllinux_1_1_i686.whl
serpyco_d7-1.3.16-cp39-cp39-musllinux_1_1_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.1+ ARM64 Details for serpyco_d7-1.3.16-cp39-cp39-musllinux_1_1_aarch64.whl
serpyco_d7-1.3.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details for serpyco_d7-1.3.16-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-cp39-cp39-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-cp39-cp39-macosx_10_9_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-cp39-cp39-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details for serpyco_d7-1.3.16-cp38-cp38-win_amd64.whl
serpyco_d7-1.3.16-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details for serpyco_d7-1.3.16-cp38-cp38-win32.whl
serpyco_d7-1.3.16-cp38-cp38-musllinux_1_1_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-64 Details for serpyco_d7-1.3.16-cp38-cp38-musllinux_1_1_x86_64.whl
serpyco_d7-1.3.16-cp38-cp38-musllinux_1_1_i686.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-32 Details for serpyco_d7-1.3.16-cp38-cp38-musllinux_1_1_i686.whl
serpyco_d7-1.3.16-cp38-cp38-musllinux_1_1_aarch64.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ ARM64 Details for serpyco_d7-1.3.16-cp38-cp38-musllinux_1_1_aarch64.whl
serpyco_d7-1.3.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
serpyco_d7-1.3.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details for serpyco_d7-1.3.16-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
serpyco_d7-1.3.16-cp38-cp38-macosx_11_0_arm64.whl CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details for serpyco_d7-1.3.16-cp38-cp38-macosx_11_0_arm64.whl
serpyco_d7-1.3.16-cp38-cp38-macosx_10_9_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details for serpyco_d7-1.3.16-cp38-cp38-macosx_10_9_x86_64.whl
serpyco_d7-1.3.16-cp37-cp37m-win_amd64.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details for serpyco_d7-1.3.16-cp37-cp37m-win_amd64.whl
serpyco_d7-1.3.16-cp37-cp37m-win32.whl CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details for serpyco_d7-1.3.16-cp37-cp37m-win32.whl
serpyco_d7-1.3.16-cp37-cp37m-musllinux_1_1_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64 Details for serpyco_d7-1.3.16-cp37-cp37m-musllinux_1_1_x86_64.whl
serpyco_d7-1.3.16-cp37-cp37m-musllinux_1_1_i686.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32 Details for serpyco_d7-1.3.16-cp37-cp37m-musllinux_1_1_i686.whl
serpyco_d7-1.3.16-cp37-cp37m-musllinux_1_1_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ ARM64 Details for serpyco_d7-1.3.16-cp37-cp37m-musllinux_1_1_aarch64.whl
serpyco_d7-1.3.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details for serpyco_d7-1.3.16-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
serpyco_d7-1.3.16-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 Details for serpyco_d7-1.3.16-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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