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  1. Stackups
  2. Application & Data
  3. Container Registry
  4. Virtual Machine Platforms And Containers
  5. Docker vs PyCharm

Docker vs PyCharm

OverviewDecisionsComparisonAlternatives

Overview

Docker
Docker
Stacks194.2K
Followers143.8K
Votes3.9K
PyCharm
PyCharm
Stacks28.4K
Followers24.2K
Votes451

Docker vs PyCharm: What are the differences?

  1. Deployment Environment: Docker is a containerization platform that allows you to create isolated environments for applications, while PyCharm is an integrated development environment (IDE) specifically designed for Python development. Docker focuses on packaging and distributing applications with all dependencies, making it easy to deploy applications consistently across different environments. On the other hand, PyCharm provides tools for writing, testing, debugging, and deploying Python code within its development environment.

  2. Flexibility and Portability: Docker provides a high level of flexibility and portability as containers can run on any operating system that supports Docker. This makes it easier to move applications between different environments without worrying about compatibility issues. In contrast, PyCharm is limited to the Python programming language and may not offer the same level of portability and flexibility as Docker.

  3. Resource Utilization: Docker containers are lightweight and consume fewer resources compared to traditional virtual machines, which makes them efficient for running multiple applications on a single host. PyCharm, being an IDE, consumes more resources as it provides a comprehensive set of tools for Python development, including code completion, debugging, and version control integration. This difference in resource utilization can impact the performance and scalability of applications.

  4. Collaboration and Sharing: Docker allows for easy collaboration and sharing of application environments through container images, which can be shared with team members or the community. PyCharm, while supporting collaborative development through version control systems, may not offer the same level of ease when it comes to sharing development environments with others. This difference can influence how efficiently teams work together on projects.

  5. Containerization vs. Development Tools: The primary focus of Docker is containerization, enabling developers to package and deploy applications with ease, while PyCharm focuses on providing a rich set of development tools tailored specifically for Python developers. Docker streamlines the deployment process, whereas PyCharm enhances the development experience by offering features like code inspection, refactoring, and unit testing tools.

  6. Learning Curve: Using Docker may require a learning curve for beginners due to its concepts around containers, images, and Dockerfile configuration. In comparison, PyCharm is relatively easier to start with for Python developers as it provides an intuitive interface and built-in tools for coding. The learning curve between Docker and PyCharm varies based on the individual's familiarity with containerization and Python development.

In Summary, Docker and PyCharm serve different purposes, with Docker focusing on containerization and deployment, while PyCharm is an IDE tailored for Python development, each with their unique strengths and use cases.

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Advice on Docker, PyCharm

christy
christy

Program Manager

Jul 1, 2020

Needs adviceonPythonPythonEclipseEclipseIntelliJ IDEAIntelliJ IDEA

UPDATE: Thanks for the great response. I am going to start with VSCode based on the open source and free version that will allow me to grow into other languages, but not cost me a license ..yet.

I have been working with software development for 12 years, but I am just beginning my journey to learn to code. I am starting with Python following the suggestion of some of my coworkers. They are split between Eclipse and IntelliJ IDEA for IDEs that they use and PyCharm is new to me. Which IDE would you suggest for a beginner that will allow expansion to Java, JavaScript, and eventually AngularJS and possibly mobile applications?

2.03M views2.03M
Comments
Florian
Florian

IT DevOp at Agitos GmbH

Oct 22, 2019

Decided

lxd/lxc and Docker aren't congruent so this comparison needs a more detailed look; but in short I can say: the lxd-integrated administration of storage including zfs with its snapshot capabilities as well as the system container (multi-process) approach of lxc vs. the limited single-process container approach of Docker is the main reason I chose lxd over Docker.

483k views483k
Comments

Detailed Comparison

Docker
Docker
PyCharm
PyCharm

The Docker Platform is the industry-leading container platform for continuous, high-velocity innovation, enabling organizations to seamlessly build and share any application — from legacy to what comes next — and securely run them anywhere

PyCharm’s smart code editor provides first-class support for Python, JavaScript, CoffeeScript, TypeScript, CSS, popular template languages and more. Take advantage of language-aware code completion, error detection, and on-the-fly code fixes!

Integrated developer tools; open, portable images; shareable, reusable apps; framework-aware builds; standardized templates; multi-environment support; remote registry management; simple setup for Docker and Kubernetes; certified Kubernetes; application templates; enterprise controls; secure software supply chain; industry-leading container runtime; image scanning; access controls; image signing; caching and mirroring; image lifecycle; policy-based image promotion
Syntax highlighting;Auto-Indentation and code formatting;Code completion;Line and block commenting;On-the-fly error highlighting;Code snippets;Code folding
Statistics
Stacks
194.2K
Stacks
28.4K
Followers
143.8K
Followers
24.2K
Votes
3.9K
Votes
451
Pros & Cons
Pros
  • 823
    Rapid integration and build up
  • 692
    Isolation
  • 521
    Open source
  • 505
    Testa­bil­i­ty and re­pro­ducibil­i­ty
  • 460
    Lightweight
Cons
  • 8
    New versions == broken features
  • 6
    Documentation not always in sync
  • 6
    Unreliable networking
  • 4
    Moves quickly
  • 3
    Not Secure
Pros
  • 112
    Smart auto-completion
  • 93
    Intelligent code analysis
  • 77
    Powerful refactoring
  • 60
    Virtualenv integration
  • 54
    Git integration
Cons
  • 10
    Slow startup
  • 7
    Not very flexible
  • 6
    Resource hog
  • 3
    Periodic slow menu response
  • 1
    Pricey for full features
Integrations
Java
Java
Docker Compose
Docker Compose
VirtualBox
VirtualBox
Linux
Linux
Amazon EC2 Container Service
Amazon EC2 Container Service
Docker Swarm
Docker Swarm
boot2docker
boot2docker
Kubernetes
Kubernetes
Docker Machine
Docker Machine
Vagrant
Vagrant
Django
Django
Python
Python

What are some alternatives to Docker, PyCharm?

PhpStorm

PhpStorm

PhpStorm is a PHP IDE which keeps up with latest PHP & web languages trends, integrates a variety of modern tools, and brings even more extensibility with support for major PHP frameworks.

IntelliJ IDEA

IntelliJ IDEA

Out of the box, IntelliJ IDEA provides a comprehensive feature set including tools and integrations with the most important modern technologies and frameworks for enterprise and web development with Java, Scala, Groovy and other languages.

Visual Studio

Visual Studio

Visual Studio is a suite of component-based software development tools and other technologies for building powerful, high-performance applications.

WebStorm

WebStorm

WebStorm is a lightweight and intelligent IDE for front-end development and server-side JavaScript.

NetBeans IDE

NetBeans IDE

NetBeans IDE is FREE, open source, and has a worldwide community of users and developers.

Eclipse

Eclipse

Standard Eclipse package suited for Java and plug-in development plus adding new plugins; already includes Git, Marketplace Client, source code and developer documentation. Click here to file a bug against Eclipse Platform.

Android Studio

Android Studio

Android Studio is a new Android development environment based on IntelliJ IDEA. It provides new features and improvements over Eclipse ADT and will be the official Android IDE once it's ready.

RubyMine

RubyMine

JetBrains RubyMine IDE provides a comprehensive Ruby code editor aware of dynamic language specifics and delivers smart coding assistance, intelligent code refactoring and code analysis capabilities.

CLion

CLion

Knowing your code through and through, CLion can take care of the routine while you focus on the important things. Boost your productivity with the keyboard-centric approach (Vim-emulation plugin is also available in plugin repository), full coding assistance, smart and relevant code completion, fast project navigation, intelligent intention actions, and reliable refactorings.

Xcode

Xcode

The Xcode IDE is at the center of the Apple development experience. Tightly integrated with the Cocoa and Cocoa Touch frameworks, Xcode is an incredibly productive environment for building amazing apps for Mac, iPhone, and iPad.

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