Apache Calcite vs Django REST framework

Overview

Django REST framework

Stacks1.9K

Followers2.1K

Votes312

Apache Calcite

Stacks11

Followers29

Votes0

GitHub Stars5.0K

Forks2.4K

Apache Calcite vs Django REST framework: What are the differences?

Apache Calcite and Django REST framework are both powerful tools used in web development, but they serve different purposes and have distinct features. Below are key differences between Apache Calcite and Django REST framework.

1. **Data Processing vs RESTful API Development**: Apache Calcite is primarily a data management framework that provides SQL parsing, optimization, and execution. It is used for enhancing data query capabilities in various data sources and systems. On the other hand, Django REST framework is specifically designed for building Web APIs following REST principles, facilitating the development of web applications with clean and scalable APIs.

2. **Primary Use Case**: Apache Calcite is commonly used in big data and analytics applications where efficient query processing and optimization are crucial. It is often integrated with data processing engines and query services. In contrast, Django REST framework is preferred in web development projects that require creating RESTful APIs to interact with databases and provide data to client applications.

3. **Language Compatibility**: Apache Calcite is implemented in Java, making it suitable for Java-based applications and systems. It provides APIs for Java developers to integrate SQL processing capabilities into their applications. Django REST framework, on the other hand, is built using Python and is well-suited for Django web applications that leverage Python for backend logic.

4. **Community and Support**: Apache Calcite has a strong community of developers and contributors who actively enhance and maintain the framework. It is widely used in the big data ecosystem and has good documentation available. Django REST framework also benefits from a large community of developers, extensive documentation, and active support forums, making it easier for developers to seek help and resources.

5. **Flexibility and Extensibility**: Apache Calcite offers a high degree of flexibility in terms of integrating with various data sources, query engines, and processing frameworks. It provides pluggable modules for adding custom functionalities and extensions. Django REST framework, while flexible in terms of API development, may have limitations when it comes to extending certain functionalities beyond the framework's provided features.

6. **Performance Optimization**: Apache Calcite focuses on optimizing data processing and query execution for efficient performance. It offers query optimization techniques and rule-based optimizations to enhance processing speed and resource utilization. Django REST framework emphasizes creating scalable and maintainable APIs, with less emphasis on low-level performance optimizations for data processing tasks.

In Summary, Apache Calcite is tailored for data processing and query optimization, while Django REST framework is designed for building RESTful APIs in web development projects.

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Advice on Django REST framework, Apache Calcite

Kristan Eres

Senior Solutions Analyst

Jul 30, 2020

Needs adviceon

Django

Python

Flask

My journey to developing REST APIs started with Flask Restful, and I've found it to be enough for the needs of my project back then. Now that I've started investing more time on personal projects, I've yet to decide if I should move to use Django for writing REST APIs. I often see job posts looking for Python+Django developers, but it's usually for full-stack developers. I'm primarily interested in Data Engineering, so most of my web projects are back end.

Should I continue with what I know (Flask) or move on to Django?

392k views392k

Comments

Saurav

Application Devloper at Bny Mellon

Mar 27, 2020

Needs advice

I have just started learning Python 3 weeks ago. I want to create a REST API using python. The API will be used to save form data in an Oracle database. The front end is using AngularJS 8 with Angular Material. In python, there are so many frameworks to develop REST APIs.

I am looking for some suggestions which REST framework to choose?

Here are some features I am looking for:

Easy integration and unit testing, like in Angular. We just want to run a command.
Code packaging, like in java maven project we can build and package. I am looking for something which I can push in as an artifact and deploy whole code as a package.
Support for swagger/ OpenAPI
Support for JSON Web Token
Support for test case coverage report

Framework can have features included or can be available by extension. Also, you can suggest a framework other than the ones I have mentioned.

337k views337k

Comments

Detailed Comparison

Django REST framework	Apache Calcite
It is a powerful and flexible toolkit that makes it easy to build Web APIs.	It is an open source framework for building databases and data management systems. It includes a SQL parser, an API for building expressions in relational algebra, and a query planning engine
The Web browsable API is a huge usability win for your developers.;Authentication policies including OAuth1a and OAuth2 out of the box.;Serialization that supports both ORM and non-ORM data sources.;Customizable all the way down - just use regular function-based views if you don't need the more powerful features.;Extensive documentation, and great community support.;Used and trusted by large companies such as Mozilla and Eventbrite.	Sql parsing; Query optimization
Statistics
GitHub Stars -	GitHub Stars 5.0K
GitHub Forks -	GitHub Forks 2.4K
Stacks 1.9K	Stacks 11
Followers 2.1K	Followers 29
Votes 312	Votes 0
Pros & Cons
Pros 67 Easy to use 65 Browsable api 53 Great documentation 51 Customizable 42 Fast development Cons 2 Reimplements Django functionality 2 Bad documentation 1 No support for URL Namespaces 0 Bad CSRF handling	No community feedback yet
Integrations
Rollbar Sentry Django Stream Kloudless	jQuery MySQL MongoDB SQLite

What are some alternatives to Django REST framework, Apache Calcite?

Node.js

Node.js uses an event-driven, non-blocking I/O model that makes it lightweight and efficient, perfect for data-intensive real-time applications that run across distributed devices.

Rails

Rails is a web-application framework that includes everything needed to create database-backed web applications according to the Model-View-Controller (MVC) pattern.

Django

Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design.

Laravel

It is a web application framework with expressive, elegant syntax. It attempts to take the pain out of development by easing common tasks used in the majority of web projects, such as authentication, routing, sessions, and caching.

.NET

.NET is a general purpose development platform. With .NET, you can use multiple languages, editors, and libraries to build native applications for web, mobile, desktop, gaming, and IoT for Windows, macOS, Linux, Android, and more.

ASP.NET Core

A free and open-source web framework, and higher performance than ASP.NET, developed by Microsoft and the community. It is a modular framework that runs on both the full .NET Framework, on Windows, and the cross-platform .NET Core.

ExpressJS

Express is a minimal and flexible node.js web application framework, providing a robust set of features for building single and multi-page, and hybrid web applications.

Symfony

It is written with speed and flexibility in mind. It allows developers to build better and easy to maintain websites with PHP..

Spring

A key element of Spring is infrastructural support at the application level: Spring focuses on the "plumbing" of enterprise applications so that teams can focus on application-level business logic, without unnecessary ties to specific deployment environments.

Spring Boot

Spring Boot makes it easy to create stand-alone, production-grade Spring based Applications that you can "just run". We take an opinionated view of the Spring platform and third-party libraries so you can get started with minimum fuss. Most Spring Boot applications need very little Spring configuration.

Related Comparisons

Apache Calcite vs Django REST framework: What are the differences?

Apache Calcite and Django REST framework are both powerful tools used in web development, but they serve different purposes and have distinct features. Below are key differences between Apache Calcite and Django REST framework.

1. **Data Processing vs RESTful API Development**: Apache Calcite is primarily a data management framework that provides SQL parsing, optimization, and execution. It is used for enhancing data query capabilities in various data sources and systems. On the other hand, Django REST framework is specifically designed for building Web APIs following REST principles, facilitating the development of web applications with clean and scalable APIs.

2. **Primary Use Case**: Apache Calcite is commonly used in big data and analytics applications where efficient query processing and optimization are crucial. It is often integrated with data processing engines and query services. In contrast, Django REST framework is preferred in web development projects that require creating RESTful APIs to interact with databases and provide data to client applications.

3. **Language Compatibility**: Apache Calcite is implemented in Java, making it suitable for Java-based applications and systems. It provides APIs for Java developers to integrate SQL processing capabilities into their applications. Django REST framework, on the other hand, is built using Python and is well-suited for Django web applications that leverage Python for backend logic.

4. **Community and Support**: Apache Calcite has a strong community of developers and contributors who actively enhance and maintain the framework. It is widely used in the big data ecosystem and has good documentation available. Django REST framework also benefits from a large community of developers, extensive documentation, and active support forums, making it easier for developers to seek help and resources.

5. **Flexibility and Extensibility**: Apache Calcite offers a high degree of flexibility in terms of integrating with various data sources, query engines, and processing frameworks. It provides pluggable modules for adding custom functionalities and extensions. Django REST framework, while flexible in terms of API development, may have limitations when it comes to extending certain functionalities beyond the framework's provided features.

6. **Performance Optimization**: Apache Calcite focuses on optimizing data processing and query execution for efficient performance. It offers query optimization techniques and rule-based optimizations to enhance processing speed and resource utilization. Django REST framework emphasizes creating scalable and maintainable APIs, with less emphasis on low-level performance optimizations for data processing tasks.

In Summary, Apache Calcite is tailored for data processing and query optimization, while Django REST framework is designed for building RESTful APIs in web development projects.

Apache Calcite vs Django REST framework

Overview