Database

7 Best Free and Open Source Python Object-Relational Mapping Software

Object–relational mapping (ORM) is a programming technique for converting data between incompatible type systems using object-oriented programming languages. This creates, in effect, a “virtual object database” that can be used from within the programming language.

In essence, ORM is a design pattern for converting (wrapping) that data stored within a relational database into an object that can be used within an object oriented language. It creates a layer between the language and the database, helping programmers work with data without the OOP paradigm.

Compared to traditional techniques of exchange between an object-oriented language and a relational database, ORM often reduces the amount of code that needs to be written. It standardizes interfaces reducing boilerplate and speeding development time. Advocates of ORMs claim they increase productivity, improve application design, reuse code and maintain the application over time. On the other hand, ORM suffers the disadvantage of the abstraction obscuring what’s happening in the code. And over-use of ORM software can produce poorly designed databases.

There is a good range of Python-based ORM software available. Here are our recommendations summarized in a legendary ratings chart.

Python Object-Relational Mapping

Let’s explore the 7 ORM tools for Python. For each program we have compiled its own portal page, a full description with an in-depth analysis of its features, together with links to relevant resources.

Python Object-Relational Mapping Software
SQLAlchemyPython SQL Toolkit and Object Relational Mapper
DjangoHigh-level web application framework that has a powerful ORM
PeeweeSimple, small and expressive Object Relational Mapper. It has few concepts
SQLObjectForms a part of many applications including TurboGears
PonyBilled as the smartest Python ORM
Tortoise ORMEasy-to-use asyncio ORM inspired by Django
StormDesigned to work with thin relational databases and big systems

Read our complete collection of recommended free and open source software. The collection covers all categories of software.

The software collection forms part of our series of informative articles for Linux enthusiasts. There's tons of in-depth reviews, open source alternatives to proprietary software from large corporations like Google, Microsoft, Apple, Adobe, IBM, Cisco, Oracle and Autodesk. There are also fun things to try, hardware, free programming books and tutorials, and much more.
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