The Top 23 Python Serialization Deserialization Open Source Projects

Open source projects categorized as Python Serialization Deserialization

Categories > Data Processing > Deserialization

Categories > Programming Languages > Python

Categories > Data Processing > Serialization

Marshmallow ⭐ 6,790

A lightweight library for converting complex objects to and from simple Python datatypes.

dependent packages 1,264total releases 171most recent commit 3 months ago

Orjson ⭐ 5,233

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

dependent packages 1,182total releases 117most recent commit 3 months ago

Schematics ⭐ 2,539

Python Data Structures for Humans™.

dependent packages 81total releases 24most recent commit 2 years ago

Msgspec ⭐ 1,668

A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML

dependent packages 118total releases 34most recent commit 3 months ago

Jsonpickle ⭐ 1,180

Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.

dependent packages 758total releases 40most recent commit 3 months ago

Cattrs ⭐ 728

Composable custom class converters for attrs.

dependent packages 255total releases 38most recent commit 3 months ago

Mashumaro ⭐ 693

Fast and well tested serialization library

dependent packages 46total releases 82most recent commit 3 months ago

Typesystem ⭐ 492

Data validation, serialization, deserialization & form rendering. 🔢

dependent packages 23total releases 29most recent commit 2 years ago

Colander ⭐ 439

A serialization/deserialization/validation library for strings, mappings and lists.

dependent packages 45total releases 48most recent commit 8 months ago

Mcap ⭐ 380

MCAP is a modular, performant, and serialization-agnostic container file format, useful for pub/sub and robotics applications.

dependent packages 8total releases 21most recent commit 3 months ago

Adaptix ⭐ 263

An extremely flexible and configurable data model conversion library.

most recent commit 3 months ago

Marshmallow Jsonapi ⭐ 212

JSON API 1.0 (https://jsonapi.org/) formatting with marshmallow

dependent packages 20total releases 43most recent commit 2 years ago

Dataclasses Avroschema ⭐ 189

Generate avro schemas from python classes. Code generation from avro schemas. Serialize/Deserialize python instances with avro schemas

dependent packages 10total releases 141most recent commit 3 months ago

Typical ⭐ 175

Typical: Fast, simple, & correct data-validation using Python 3 typing.

dependent packages 3total releases 115most recent commit a year ago

Msgpack Numpy ⭐ 167

Serialize numpy arrays using msgpack

dependent packages 85total releases 26most recent commit 2 years ago

Dataclasses Jsonschema ⭐ 162

JSON schema generation from dataclasses

dependent packages 26total releases 44most recent commit 8 months ago

Pyjson_tricks ⭐ 154

Extra features for Python's JSON: comments, order, numpy, pandas, datetimes, and many more! Simple but customizable.

dependent packages 56total releases 48most recent commit 4 months ago

Dataclass Wizard ⭐ 128

A simple, yet elegant, set of wizarding tools for interacting with Python dataclasses.

dependent packages 37total releases 46most recent commit 4 months ago

Edn_format ⭐ 111

EDN reader and writer implementation in Python, using PLY (lex, yacc)

dependent packages 5total releases 28most recent commit 2 years ago

Awesome Python Models ⭐ 106

A curated list of awesome Python libraries, which implement models, schemas, serializers/deserializers, ODM's/ORM's, Active Records or similar patterns.

most recent commit 6 years ago

Pydantic Xml ⭐ 104

python xml for humans

dependent packages 6total releases 29most recent commit 3 months ago

Pymilo ⭐ 94

PyMilo: Python for ML I/O

total releases 3most recent commit 3 months ago

Sqlathanor ⭐ 91

Serialization / De-serialization support for the SQLAlchemy Declarative ORM

total releases 12most recent commit 3 years ago

The 10 Most Depended On Python Serialization Deserialization Open Source Projects

Marshmallow ⭐ 6,790

A lightweight library for converting complex objects to and from simple Python datatypes.

dependent packages 1,264total releases 171latest release July 20, 2023most recent commit 3 months ago

Orjson ⭐ 5,233

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

dependent packages 1,182total releases 117latest release October 26, 2023most recent commit 3 months ago

Jsonpickle ⭐ 1,180

Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the object into JSON. Additionally, it can reconstitute the object back into Python.

dependent packages 758total releases 40latest release August 13, 2023most recent commit 3 months ago

Cattrs ⭐ 728

Composable custom class converters for attrs.

dependent packages 255total releases 38latest release November 30, 2023most recent commit 3 months ago

Msgspec ⭐ 1,668

A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML

dependent packages 118total releases 34latest release October 05, 2023most recent commit 3 months ago

Msgpack Numpy ⭐ 167

Serialize numpy arrays using msgpack

dependent packages 85total releases 26latest release June 09, 2022most recent commit 2 years ago

Schematics ⭐ 2,539

Python Data Structures for Humans™.

dependent packages 81total releases 24latest release August 17, 2021most recent commit 2 years ago

Pyjson_tricks ⭐ 154

Extra features for Python's JSON: comments, order, numpy, pandas, datetimes, and many more! Simple but customizable.

dependent packages 56total releases 48latest release August 19, 2023most recent commit 4 months ago

Mashumaro ⭐ 693

Fast and well tested serialization library

dependent packages 46total releases 82latest release November 23, 2023most recent commit 3 months ago

Colander ⭐ 439

A serialization/deserialization/validation library for strings, mappings and lists.

dependent packages 45total releases 48latest release January 03, 2023most recent commit 8 months ago

The 10 Latest Releases In Python Serialization Deserialization Open Source Projects

Dataclasses Avroschema ⭐ 189

Generate avro schemas from python classes. Code generation from avro schemas. Serialize/Deserialize python instances with avro schemas

dependent packages 10total releases 141latest release December 12, 2023most recent commit 3 months ago

Pydantic Xml ⭐ 104

python xml for humans

dependent packages 6total releases 29latest release December 06, 2023most recent commit 3 months ago

Cattrs ⭐ 728

Composable custom class converters for attrs.

dependent packages 255total releases 38latest release November 30, 2023most recent commit 3 months ago

Mashumaro ⭐ 693

Fast and well tested serialization library

dependent packages 46total releases 82latest release November 23, 2023most recent commit 3 months ago

Py Avro Schema ⭐ 24

Generate Apache Avro schemas for Python types including standard library data-classes and Pydantic data models.

dependent packages 1total releases 39latest release November 22, 2023most recent commit 5 months ago

Py Scale Codec ⭐ 52

Python SCALE-Codec

dependent packages 12total releases 243latest release November 20, 2023most recent commit 5 months ago

Chili ⭐ 63

Object serialization/deserialization tools for python.

dependent packages 4total releases 29latest release November 14, 2023most recent commit 5 months ago

Orjsonl ⭐ 8

A lightweight, high-performance Python library for parsing jsonl files.

dependent packages 2total releases 10latest release November 09, 2023most recent commit 6 months ago

Dataconf ⭐ 75

Simple dataclasses configuration management for Python with hocon/json/yaml/properties/env-vars/dict/cli support.

dependent packages 5total releases 27latest release October 31, 2023most recent commit 3 months ago

Typeit ⭐ 11

Infer Python types from JSON data, use them for auto serialisation and parsing

dependent packages 4total releases 56latest release October 27, 2023most recent commit 6 months ago

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