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bento2seldon4recsys-0.1.3
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Extension of bento2seldon for RecSys.
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | bento2seldon4recsys-0.1.3 |
| نام | bento2seldon4recsys |
| نسخه کتابخانه | 0.1.3 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | fernandocamargoai |
| ایمیل نویسنده | fernando.camargo.ai@gmail.com |
| آدرس صفحه اصلی | https://github.com/deeplearningbrasil/bento2seldon4recsys |
| آدرس اینترنتی | https://pypi.org/project/bento2seldon4recsys/ |
| مجوز | Apache Software License 2.0 |
# bento2seldon4recsys
<div align="center">
[](https://github.com/deeplearningbrasil/bento2seldon4recsys/actions?query=workflow%3Abuild)
[](https://pypi.org/project/bento2seldon4recsys/)
[](https://github.com/deeplearningbrasil/bento2seldon4recsys/pulls?utf8=%E2%9C%93&q=is%3Apr%20author%3Aapp%2Fdependabot)
[](https://github.com/psf/black)
[](https://github.com/PyCQA/bandit)
[](https://github.com/deeplearningbrasil/bento2seldon4recsys/blob/master/.pre-commit-config.yaml)
[](https://github.com/deeplearningbrasil/bento2seldon4recsys/releases)
[](https://github.com/deeplearningbrasil/bento2seldon4recsys/blob/master/LICENSE)
Extension of bento2seldon for RecSys.
</div>
## Installation
```bash
pip install -U bento2seldon4recsys
```
or install with `Poetry`
```bash
poetry add bento2seldon4recsys
```
### Makefile usage
[`Makefile`](https://github.com/deeplearningbrasil/bento2seldon4recsys/blob/master/Makefile) contains a lot of functions for faster development.
<details>
<summary>1. Download and remove Poetry</summary>
<p>
To download and install Poetry run:
```bash
make poetry-download
```
To uninstall
```bash
make poetry-remove
```
</p>
</details>
<details>
<summary>2. Install all dependencies and pre-commit hooks</summary>
<p>
Install requirements:
```bash
make install
```
Pre-commit hooks coulb be installed after `git init` via
```bash
make pre-commit-install
```
</p>
</details>
<details>
<summary>3. Codestyle</summary>
<p>
Automatic formatting uses `pyupgrade`, `isort` and `black`.
```bash
make codestyle
# or use synonym
make formatting
```
Codestyle checks only, without rewriting files:
```bash
make check-codestyle
```
> Note: `check-codestyle` uses `isort`, `black` and `darglint` library
<details>
<summary>4. Code security</summary>
<p>
```bash
make check-safety
```
This command launches `Poetry` integrity checks as well as identifies security issues with `Safety` and `Bandit`.
```bash
make check-safety
```
</p>
</details>
</p>
</details>
<details>
<summary>5. Type checks</summary>
<p>
Run `mypy` static type checker
```bash
make mypy
```
</p>
</details>
<details>
<summary>6. Tests</summary>
<p>
Run `pytest`
```bash
make test
```
</p>
</details>
<details>
<summary>7. All linters</summary>
<p>
Of course there is a command to ~~rule~~ run all linters in one:
```bash
make lint
```
the same as:
```bash
make test && make check-codestyle && make mypy && make check-safety
```
</p>
</details>
<details>
<summary>8. Docker</summary>
<p>
```bash
make docker-build
```
which is equivalent to:
```bash
make docker-build VERSION=latest
```
Remove docker image with
```bash
make docker-remove
```
More information [about docker](https://github.com/deeplearningbrasil/bento2seldon4recsys/tree/master/docker).
</p>
</details>
<details>
<summary>9. Cleanup</summary>
<p>
Delete pycache files
```bash
make pycache-remove
```
Remove package build
```bash
make build-remove
```
Or to remove pycache, build and docker image run:
```bash
make clean-all
```
</p>
</details>
## 📈 Releases
You can see the list of available releases on the [GitHub Releases](https://github.com/deeplearningbrasil/bento2seldon4recsys/releases) page.
We follow [Semantic Versions](https://semver.org/) specification.
We use [`Release Drafter`](https://github.com/marketplace/actions/release-drafter). As pull requests are merged, a draft release is kept up-to-date listing the changes, ready to publish when you’re ready. With the categories option, you can categorize pull requests in release notes using labels.
### List of labels and corresponding titles
| **Label** | **Title in Releases** |
| :-----------------------------------: | :---------------------: |
| `enhancement`, `feature` | 🚀 Features |
| `bug`, `refactoring`, `bugfix`, `fix` | 🔧 Fixes & Refactoring |
| `build`, `ci`, `testing` | 📦 Build System & CI/CD |
| `breaking` | 💥 Breaking Changes |
| `documentation` | 📝 Documentation |
| `dependencies` | ⬆️ Dependencies updates |
You can update it in [`release-drafter.yml`](https://github.com/deeplearningbrasil/bento2seldon4recsys/blob/master/.github/release-drafter.yml).
GitHub creates the `bug`, `enhancement`, and `documentation` labels for you. Dependabot creates the `dependencies` label. Create the remaining labels on the Issues tab of your GitHub repository, when you need them.
## 🛡 License
[](https://github.com/deeplearningbrasil/bento2seldon4recsys/blob/master/LICENSE)
This project is licensed under the terms of the `Apache Software License 2.0` license. See [LICENSE](https://github.com/deeplearningbrasil/bento2seldon4recsys/blob/master/LICENSE) for more details.
## 📃 Citation
```bibtex
@misc{bento2seldon4recsys,
author = {deeplearningbrasil},
title = {Extension of bento2seldon for RecSys.},
year = {2021},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/deeplearningbrasil/bento2seldon4recsys}}
}
```
## Credits [](https://github.com/TezRomacH/python-package-template)
This project was generated with [`python-package-template`](https://github.com/TezRomacH/python-package-template)
نیازمندی
| مقدار | نام |
|---|---|
| >=4.5.0,<5.0.0) | importlib_metadata |
| >=0.4.0 | bento2seldon |
| >=0.23 | pandas |
| >=0.18 | scikit-learn |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.7,<4.0 | Python |
نحوه نصب
نصب پکیج whl bento2seldon4recsys-0.1.3:
pip install bento2seldon4recsys-0.1.3.whl
نصب پکیج tar.gz bento2seldon4recsys-0.1.3:
pip install bento2seldon4recsys-0.1.3.tar.gz