semvec/pypi-packages huggingface dataset:
pachinko-sdlr-dv 0.1.6
Simulador de Pachinko con modo fiebre y números aleatorios.
License: MIT
Requires Python: >=3.8

##PACHINKO##

Reglas del juego: Es una máquina de pachinko! Para quien no sepa cómo funciona, pachinko es una versión japonesa de las máquinas tragaperras, pero con bolas.
El objetivo es meter 20 bolas en agujeros que suman puntos. Puedes meter hasta 10 bolas por tiro, y tienes 8 tiros.
Cuando llegues a 20 bolas acertadas, girará el tambor tipo tragaperras. Si el 1º y 3º número coinciden, entrarás en modo fiebre.
En modo fiebre puedes meter hasta 20 bolas por intento durante 5 rondas, y dependiendo de tus aciertos verás cinemáticas visuales con bonificaciones.
Buena suerte!
ner-simple 0.1.1
A minimal package exposing a simple NER runner using Hugging Face transformers pipeline.
License: MIT
Requires Python: >=3.8
Keywords: ner, transformers, nlp

# ner_simple

A minimal package that exposes a single function `run_ner(text, model=...)` to run Named Entity Recognition using Hugging Face transformers pipeline.

## Files
- `ner_simple/ner.py` - contains `run_ner` function.
- `requirements.txt` - basic dependencies.

## Usage
```bash
pip install -r requirements.txt
# or install transformers and torch manually
```

```python
from ner_simple import run_ner

text = "Barack Obama was born in Hawaii and was the 44th President of the United States."
entities = run_ner(text)
print(entities)
```

The default model is `dbmdz/bert-large-cased-finetuned-conll03-english` which is fine-tuned for CoNLL-03 NER tasks.
dbconnector-python 0.0.8
A python package for connecting with database.
License: MIT
Requires Python: >=3.12

# requirements_dev.txt we use for the testing
It makes it easier to install and manage dependencies for development and testing, separate from the dependencies required for production.

# difference between requirements_dev.txt and requirements.txt

requirements.txt is used to specify the dependencies required to run the production code of a Python project, while requirements_dev.txt is used to specify the dependencies required for development and testing purposes.

# tox.ini
We use if for the testing in the python package testing against different version of the python 

## how tox works tox enviornment creation
1. Install depedencies and packages 
2. Run commands
3. Its a combination of the (virtualenvwrapper and makefile)
4. It creates a .tox


# pyproject.toml
it is being used for configuration the python project it is a alternative of the setup.cfg file. its containts configuration related to the build system
such as the build tool used package name version author license and dependencies

# setup.cfg
In summary, setup.cfg is used by setuptools to configure the packaging and installation of a Python projec

# Testing python application
*types of testing*
1. Automated testing 
2. Manual testing

*Mode of testing*
1. Unit testing
2. Integration tests

*Testing frameworks*

1. pytest
2. unittest
3. robotframework
4. selenium
5. behave
6. doctest

# check with the code style formatting and syntax(coding standard)

1. pylint
2. flake8(it is best because it containt 3 library pylint pycodestyle mccabe)
3. pycodestyle