Conda VS Python Poetry

Conda

Binary package manager with support for environments.

Python Poetry

Python packaging and dependency manager.

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2022-11-12

Conda

Website: docs.conda.io
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Python Poetry

Website: python-poetry.org
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Conda features and specs

Cross-Platform Package Manager
Conda is a versatile package manager that works across multiple operating systems including Windows, macOS, and Linux, making it a universal solution for environment management.
Environment Management
Conda can create, export, list, remove, and manage environments that contain different versions of Python and/or various packages, enhancing reproducibility and isolation.
Wide Range of Packages
Conda supports a broad spectrum of packages not limited to Python, which means it can install software and their dependencies from the C, C++, FORTRAN, and other ecosystems.
Binary Package Delivery
Packages are delivered as binaries, meaning you don't have to compile anything. This speeds up the installation process and reduces the possibility of errors.
Easy Dependency Resolution
Conda automatically manages dependencies, ensuring that the required packages are installed in the correct versions and reducing compatibility issues.
Version Control
It allows you to manage different versions of software and switch between them seamlessly without conflict, which is crucial for development, testing, and deployment.

Possible disadvantages of Conda

Large Disk Space Requirement
Conda environments can take up a significant amount of disk space due to the inclusion of multiple versions of Python and other binaries.
Complexity
While Conda is powerful, its comprehensive set of features may be overwhelming for beginners who only need simpler package management.
Performance Overhead
The convenience of automated dependency resolution and environment management can sometimes come at the cost of performance, particularly during the first setup.
Slower Package Availability
Newer versions of some packages may take longer to become available on Conda compared to other package managers like pip, leading to potential delays in adopting the latest features.
Third-Party Channels
While Conda has its main channel, many packages are hosted on third-party channels, which can lead to inconsistencies or reliability issues.
Not Limited to Python
Although this is also a strength, for users who are primarily working with Python, Conda might feel over-engineered for their needs.

Python Poetry features and specs

Dependency Management
Python Poetry provides a robust system for managing project dependencies, making it easy to specify, install, and update packages.
Simplified Configuration
It uses a clear and concise `pyproject.toml` file for configuration, which simplifies the setup process compared to other tools.
Environment Isolation
Automatically manages virtual environments, ensuring that dependencies are isolated and do not interfere with each other.
Consistent Builds
Poetry can lock dependencies to exact versions, ensuring consistent and repeatable builds across different environments.
Publishing Tools
Includes built-in tools for publishing packages to PyPI, making the distribution process straightforward and streamlined.

Possible disadvantages of Python Poetry

Learning Curve
Requires users to learn new commands and techniques, which can be a barrier for those familiar with other tools like pip and virtualenv.
Performance
Dependency resolution and installation processes can sometimes be slower compared to tools like pip, especially for large projects.
Compatibility
May have compatibility issues with certain packages or tools that expect a different environment or dependency management system.
Community Support
While growing, the community and ecosystem around Poetry are not as large or mature as those around more established tools.
Limited IDE Integration
Integration with some Integrated Development Environments (IDEs) might not be as seamless as for more widely used tools, potentially impacting productivity.

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Python Poetry videos

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My Poetry is BAD

Category Popularity

0-100% (relative to Conda and Python Poetry)

Python Poetry

Front End Package Manager

54 54%

Front End Package Manager

46% 46

Kids

19 19%

Kids

81% 81

Package Manager

61 61%

Package Manager

39% 39

Developer Tools

41 41%

Developer Tools

59% 59

User comments

Share your experience with using Conda and Python Poetry. For example, how are they different and which one is better?

Social recommendations and mentions

Based on our record, Python Poetry should be more popular than Conda. It has been mentiond 162 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Conda mentions (32)

Say Hello to UV: A Fast Python Package & Project Manager Written in Rust
If you’ve been managing Python projects long enough, you’ve probably dealt with a mess of tools: pip, pip-tools, poetry, virtualenv, conda, maybe even pdm. - Source: dev.to / 14 days ago
The Simplest Data Architecture
You can use isolated Python environments like venv or conda. If you do this, you'll have to manage your environments yourself, and also constantly switch between them to run your data engineering code vs dbt. - Source: dev.to / 7 months ago
Python's virtual environments
Conda is an open-source package management system and environment management system that runs on Windows, macOS, and Linux. It is a powerful tool that allows you to create and manage virtual environments, install and update packages, and manage dependencies. Conda is particularly popular in the scientific computing community, as it provides access to a wide range of scientific computing libraries and tools. I... - Source: dev.to / 10 months ago
Introducing Flama for Robust Machine Learning APIs
When dealing with software development, reproducibility is key. This is why we encourage you to use Python virtual environments to set up an isolated environment for your project. Virtual environments allow the isolation of dependencies, which plays a crucial role to avoid breaking compatibility between different projects. We cannot cover all the details about virtual environments in this post, but we encourage... - Source: dev.to / over 1 year ago
Ask HN: Package management for multiple modules in C++, Python, Java project?
Conda https://docs.conda.io/en/latest/ ?? I'm not sure, but I used it to download some Python packages. It's an alternative to pip, but I'm not sure about the details. - Source: Hacker News / over 1 year ago

Python Poetry mentions (162)

Say Hello to UV: A Fast Python Package & Project Manager Written in Rust
If you’ve been managing Python projects long enough, you’ve probably dealt with a mess of tools: pip, pip-tools, poetry, virtualenv, conda, maybe even pdm. - Source: dev.to / 14 days ago
⚡️PipZap: Zapping the mess out of the Python dependencies
First, there was pip. Combined with a requirements.txt, it seemed like a great idea – a straightforward method to declare dependencies explicitly. Luckily, we quickly realized this method tends to spiral into chaos, particularly when developers use "tricks" like pip freeze to lock dependencies rigidly. Fortunately, the Python ecosystem has evolved, introducing modern solutions like Poetry and now uv, offering... - Source: dev.to / about 1 month ago
How to write an AsyncIO Telegram bot in Python
Anyway, enough reminiscing about the past, this is not intended to be the ultimate guide on asynchronous programming, but a more pragmatic quick-start guide I wish I had back then. Assuming we are in a properly managed project (either through tools like poetry or uv), let’s start with a new module telegram.py for our telegram bot. Remember to add python-telegram-bot dependency to the project. - Source: dev.to / about 2 months ago
Managing Python Deps with Poetry
Managing dependencies in Python projects can often become cumbersome, especially as projects grow in complexity. Poetry is a modern dependency management and packaging tool that simplifies this process, offering a streamlined way to create, manage, and distribute Python projects. - Source: dev.to / 2 months ago
Why You Should Rethink Your Python Toolbox in 2025
Learn more about poetry here . It’s a great tool. - Source: dev.to / 3 months ago