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ezconda-0.8.0
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مشاهده بیشترتوضیحات
Create, Manage, Re-create conda environments & specifications with ease.
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | ezconda-0.8.0 |
| نام | ezconda |
| نسخه کتابخانه | 0.8.0 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Sarthak Jariwala |
| ایمیل نویسنده | - |
| آدرس صفحه اصلی | - |
| آدرس اینترنتی | https://pypi.org/project/ezconda/ |
| مجوز | - |
# EZconda
<p align="center">
<a href="https://github.com/SarthakJariwala/ezconda/actions?workflow=Tests">
<img src="https://github.com/SarthakJariwala/ezconda/workflows/Tests/badge.svg">
</a>
<a href="https://codecov.io/gh/SarthakJariwala/ezconda">
<img src="https://codecov.io/gh/SarthakJariwala/ezconda/branch/main/graph/badge.svg">
</a>
<a href="https://anaconda.org/conda-forge/ezconda">
<img alt="Conda (channel only)" src="https://img.shields.io/conda/vn/conda-forge/ezconda">
</a>
<a href="https://ezconda.sarthakjariwala.com">
<img src="https://github.com/SarthakJariwala/ezconda/workflows/Docs/badge.svg">
</a>
</p>
<p align="center">
<em><b>Create, Manage, Re-create</b> conda environments & specifications with ease.</em>
</p>
---
**EZconda** is a command line interface application that helps practitioners create and manage `conda` environment and related specifications with ease.
> It provides an easy to use higher level abstraction for creating and managing reproducible `conda` environments.
## Key Features
- **Environment Management** : Create and manage `conda` environments with ease.
- **Specifications Management** : Add and remove packages from the <abbr title="commonly known as environment.yml file">specifications file</abbr> as you install & remove them.
> _**No manual file edits! No exporting entire environments!**_
- **Reproducible Environments** : Auto lock current environment state and re-create it exactly anywhere!
- **Easy & Intuitive** : Intuitive commands and autocompletions by default.
- **Fast & Reliable Environment Resolution** : Get fast and reliable environment solves by default.
> *EZconda* uses `mamba` by default, but you can easily switch between `mamba` and `conda`.
- **Built-in Good Practices & Guardrails** : Enables the user to follow good practices, by default.
## Requirements
- [Conda](https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html) installation
## Installation
The recommended way to install **EZconda** is using `conda` or `mamba` in the `base` environment :
### Using `conda`:
```console
$ conda install ezconda -c conda-forge -n base
```
### Using `mamba`:
```console
$ mamba install ezconda -c conda-forge -n base
```
## A Minimal Example
### Create a new environment
Create a new environment with `Python 3.9` installed -
<div class="termy">
```console
$ ezconda create -n ds-proj python=3.9
// Creates ds-proj with Python=3.9 installed
```
</div>
**EZconda** creates the `conda` environment as well as a specifications file `ds-proj.yml` (named after the environment name) -
```YAML title="ds-proj.yml" hl_lines="1 5"
name: ds-proj
channel:
- defaults
dependencies:
- python=3.9
```
### Install packages
As you install packages, the specifications file is also updated accordingly.
<div class="termy">
```console
$ ezconda install -n ds-proj -c conda-forge numpy pandas scipy
// Installs numpy, scipy, pandas from conda-forge channel
```
</div>
```YAML title="ds-proj.yml" hl_lines="3 7-9"
name: ds-proj
channel:
- conda-forge
- defaults
dependencies:
- python=3.9
- numpy
- pandas
- scipy
```
The `conda-forge` channel was also added to the specifications along with the packages.
### Remove packages
The specifications file is also updated when you remove packages.
<div class="termy">
```console
$ ezconda remove -n ds-proj pandas
// Removes pandas from ds-proj
```
</div>
```YAML title="ds-proj.yml" hl_lines="7 8"
name: ds-proj
channel:
- conda-forge
- defaults
dependencies:
- python=3.9
- numpy
- scipy
```
> Informed Package Removal:
If you try to remove a package that is a dependency for an installed package, **EZconda** will inform you before removing the package. See [docs](https://ezconda.sarthakjariwala.com/user_guide/remove_packages) for more details.
### Sync environment with changes
Let's say you are working with collaborators and they update the specifications file (`ds-proj.yml`) with a new dependency. Now, your local conda environment is out of sync with the new dependencies.
To bring it back in sync, you can use the `sync` command.
<div class="termy">
```console
$ ezconda sync -n ds-proj --with specfile
// Syncs ds-proj environment with new changes in specifications file (ds-proj.yml)
```
</div>
> Sync changes:
Learn more about syncing environments in the [user guide](https://ezconda.sarthakjariwala.com/user_guide/sync_env).
### Re-create environment
As you create, install and remove packages, in addition to the specifications file, **EZconda** also generates and maintains a lock file.
You can use this lock file to reproducibly re-create an environment.
> Lock file:
You can learn more about [reproducible environments](https://ezconda.sarthakjariwala.com/design_decisions/reproducible_environments) and [lock file](https://ezconda.sarthakjariwala.com/design_decisions/lockfile) in docs.
<div class="termy">
```console
$ ezconda create --file ds-proj-darwin-x86_64.lock
// Creates a new environment 'ds-proj-darwin-x86_64.lock'
```
</div>
## Summary
In summary, **EZconda** provides an easy to use higher level abstraction for creating and managing reproducible `conda` environments.
To learn more, check out the [User Guide](https://ezconda.sarthakjariwala.com/user_guide/create_new_env)
---
## Contributing Guidelines
<!-- TODO Add contributing guidelines -->
### Run tests
```bash
docker-compose up --build test
```
### Local iterative development
```bash
docker-compose build dev && docker-compose run dev bash
```
نیازمندی
| مقدار | نام |
|---|---|
| >=0.4.0 | typer[all] |
| >=5.4.1 | PyYAML |
| >=10.11.0 | rich |
| >=0.9.0 | tomlkit |
| >=4.11.4,<5.0.0 | importlib-metadata |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.7,<4.0 | Python |
نحوه نصب
نصب پکیج whl ezconda-0.8.0:
pip install ezconda-0.8.0.whl
نصب پکیج tar.gz ezconda-0.8.0:
pip install ezconda-0.8.0.tar.gz