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awesome-python-models

A curated list of awesome Python libraries, which implement models, schemas, serializers/deserializers, ODM's/ORM's, Active Records or similar patterns.
https://github.com/grundic/awesome-python-models

Last synced: 4 days ago
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  • Model, Schema

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    • dejavu - Dejavu is a thread-safe Object-Relational Mapper for Python applications.
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    • prettyrecord - Structures like SQLAlchemy's declarative_base or Django's models in your project!
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    • pydantic - Data validation using Python 3.6 type hinting.
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    • python-docar - A library for document oriented architectures.
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    • dejavu - Dejavu is a thread-safe Object-Relational Mapper for Python applications.
    • schema - A generic declarative schema system.
    • param - Make your Python code clearer and more reliable by declaring Parameters.
    • python-json - Python library for easily JSON encoding/decoding complex class-based Python models, using an arbitrarily complex (but easy to write!) mapping schema.
    • resource-api - A framework that allows developers decoratively define resources and relationships between them.
    • ascetic - Ascetic, a lightweight Python datamapper ORM.
    • attrs - Python Classes Without Boilerplate.
    • booby - data modeling and validation Python library.
    • causalmodels - causal modeling in Python.
    • colander - A serialization/deserialization/validation library for strings, mappings and lists.
    • composite - Declarative XML files parse, unparse with help of lxml library.
    • datastore.objects - simple object mapper on top of datastore (not relational).
    • dirty-models - Dirty model for python.
    • gnarl - Lightweight module to define serializable, schema-validated classes
    • guts - Lightweight declarative YAML and XML data binding for Python.
    • jsonmapper - Python JSON<->Object mapper.
    • jsonmodels - jsonmodels is library to make it easier for you to deal with structures that are converted to, or read from JSON.
    • jsonobjects - jsonobjects allows you to declaratively specify how to extract and convert elements from a JSON document.
    • jsonobject - A simple json-object mapping for Python.
    • jsonpickle - Python library for serializing any arbitrary object graph into JSON.
    • kim - A JSON Serialization and Marshaling framework.
    • lazycontract - Python library to define declarative contracts for serialization and deserialization.
    • micromodels - Declarative dictionary-based model classes for Python.
    • lupin - Python document object mapper (load python object from JSON and vice-versa).
    • marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
    • metaparams - Python meta framework for Parameters in classes.
    • monk - An unobtrusive data modeling, manipulation and validation library.
    • normalize - A toolkit for wrapping network data in Python objects.
    • model-api - For modeling remote APIs in an ORM fashion.
    • object-mapper - ObjectMapper is a class for automatic object mapping in Python.
    • pyschema - Python library for class-based schema definition, object serialization and data validation.
    • python-json - Python library for easily JSON encoding/decoding complex class-based Python models, using an arbitrarily complex (but easy to write!) mapping schema.
    • resource-api - A framework that allows developers decoratively define resources and relationships between them.
    • schema - A generic declarative schema system.
    • scheme - A declarative schema framework for Python.
    • simple-models - Simple models - keep your API messages in shape with validation and handy descriptors based object interface.
    • simple_model - a very simple model framework for python.
    • yorm - Automatic object-YAML mapping for Python.
    • pydantic - Data validation using Python 3.6 type hinting.
    • schematics - Python Data Structures for Humans™.

  • ODM, ORM, Active Record

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    • PynamoDB - A pythonic interface to Amazon's DynamoDB.
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    • storm - Storm is an object-relational mapper (ORM) for Python developed at Canonical.
    • sqlobject - SQLObject is a popular Object Relational Manager for providing an object interface to your database, with tables as classes, rows as instances, and columns as attributes.
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    • py-rest-orm - Generic Python REST ORM. Inspired by Django. Powered by Requests.
    • PynamoDB - A pythonic interface to Amazon's DynamoDB.
    • acid - SQLite for NoSQL.
    • butterdb - butterdb is a Python object mapper for Google Drive Spreadsheets.
    • django - The Web framework for perfectionists with deadlines (includes ORM layer).
    • finch - Asynchronous RESTful API consumer for Python.
    • flywheel - Object mapper for Amazon's DynamoDB.
    • kev - Python ORM for key-value stores. Currently supported backends are Redis, S3, and a S3/Redis hybrid backend.
    • modular-odm - A database-agnostic Object-Document Mapper for Python.
    • mongoengine - A Python Object-Document-Mapper for working with MongoDB.
    • orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
    • pony - Pony Object Relational Mapper.
    • peewee - a small, expressive orm -- supports postgresql, mysql and sqlite.
    • py-rest-orm - Generic Python REST ORM. Inspired by Django. Powered by Requests.
    • python-rest-model - A standard way to consume a RESTful service, inspired by Django models.
    • pyresto - A generic ORM framework for RESTful APIs.
    • pymodm - A Pythonic, object-oriented interface for working with MongoDB.
    • redisco - A Python Library for Simple Models and Containers Persisted in Redis.
    • remodel - Very simple yet powerful and extensible Object Document Mapper for RethinkDB, written in Python.
    • restorm - RestORM allows you to interact with resources as if they were objects.
    • wukong - An ORM Client library for SolrCloud.
    • yadm - Yet Another Document Mapper (ODM) for MongoDB.
    • walrus - Lightweight Python utilities for working with Redis.
    • yadm - Yet Another Document Mapper (ODM) for MongoDB.
    • sqlobject - SQLObject is a popular Object Relational Manager for providing an object interface to your database, with tables as classes, rows as instances, and columns as attributes.

  • Data validation

Programming Languages
Python 69 Julia 1 Jupyter Notebook 1 python 1
Categories
Model, Schema 77 ODM, ORM, Active Record 49 Data validation 36
Sub Categories
Keywords
python 30 orm 12 validation 9 serialization 7 deserialization 5 json 5 awesome-list 5 schema 4 awesome 4 odm 3 mongodb 3 mongo 3 python3 2 sqlite 2 yaml 2 dynamodb 2 aws 2 model 2 marshalling 2 validator 2 mapper 2 data-validation 2 mongodb-document 2 library 2 json-schema 2 lists 2 resources 2 redis 2 django 2 database 2 serde 1 s3 1 web 1 views 1 mapping 1 templates 1 object-mapper 1 object-mapping 1 objectmapper 1 models 1 framework 1 filesystem 1 apps 1 collections 1 python-framework 1 python-library 1 python-resources 1 databases 1 list 1 rdbms 1