ESC

Conda Environment Yaml Generator

Conda Environment YAML Generator helps you create a Conda environment YAML file from environment details and package specifications.

Conda Environment YAML Generator

Version pinning

One per line or comma separated.

Installed with pip after the conda packages.

What Is a Conda Environment YAML Generator?

A Conda Environment YAML Generator is an online tool that creates an environment.yml file containing the configuration and dependencies of a Conda environment.

How to Use the Conda Environment YAML Generator

  1. Enter the environment name: Provide a name for your Conda environment, such as my-project or data-science.

  2. Select the Python version: Choose the Python version you want the environment to use.

  3. Choose a preset: Select Custom, Data Science, Machine Learning, or Web API depending on your project.

  4. Pin package versions: Enable Pin Versions when you want to specify exact package versions, such as numpy=1.26.

  5. Generate YAML: Click Generate YAML to create your Conda environment configuration.

  6. Save the YAML file: Copy the generated configuration and save it as environment.yml to use or share your Conda environment.

Conda Environment YAML Example

Input:

Environment Name: my-project

Python Version: 3.12

Version Pinning: Disable

Preset: Custom

Channels: conda-forge, defaults

Dependencies: numpy

pandas>=2.2

Output:

name: my-project

channels:

  - conda-forge

  - defaults

dependencies:

  - python=3.12

  - numpy

  - pandas>=2.2


Frequently Asked Questions

What is a Conda environment YAML file? add
A Conda environment YAML file stores an environment's name, channels, and dependencies in a portable format. You can use it to recreate the same Conda environment on another computer.
How do I create a Conda environment from a YAML file? add
Use the command conda env create -f environment.yml in your terminal. Conda reads the YAML configuration and installs the specified packages and dependencies automatically.
Can I create a YAML file from an existing Conda environment? add
Conda can export an existing environment into a YAML file using conda env export > environment.yml. You can then share or recreate that environment elsewhere.
What should a Conda environment YAML file contain? add
A typical Conda YAML file includes an environment name, package channels, and dependencies such as Python, libraries, and other required packages. It can also include pip packages.