# Fesoasoani Faletusi

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE) [![PyPI](https://img.shields.io/pypi/v/pyhelper-tools-jbhm?style=for-the-badge&label=PyPI&color=blue)](https://pypi.org/project/pyhelper-tools-jbhm/)

## 🌍 avanoa avanoa

Pyhelper e ofo atu fausia-i faaliliuga mo le ** 131 gagana ** aofia ai:

[![en](https://img.shields.io/badge/lang-en-red.svg)](readme/README.md) [![es](https://img.shields.io/badge/lang-es-yellow.svg)](readme/README.es.md) Python68_ [![de](https://img.shields.io/badge/lang-de-green.svg)](readme/README.de.md) (`set_language()162__162__162__161_  
[![ja](https://img.shields.io/badge/lang-ja-red.svg)](readme/README.ja.md) [![ar](https://img.shields.io/badge/lang-ar-brown.svg)](readme/README.ar.md) [![af](https://img.shields.io/badge/lang-af-orange.svg)](readme/README.af.md) [![sq](https://img.shields.io/badge/lang-sq-blue.svg)](readme/README.sq.md) [![hy](https://img.shields.io/badge/lang-hy-red.svg)](readme/README.hy.md) [![ay](https://img.shields.io/badge/lang-ay-brown.svg)](readme/README.ay.md)151_  
Π_150_ [![be](https://img.shields.io/badge/lang-be-darkblue.svg)](readme/README.be.md) [![bn](https://img.shields.io/badge/lang-bn-teal.svg)](readme/README.bn.md) [![bho](https://img.shields.io/badge/lang-bho-orange.svg)](readme/README.bho.md) [![ca](https://img.shields.io/badge/lang-ca-yellow.svg)](readme/README.ca.md) [![ca](https://img.shields.io/badge/lang-ca-yellow.svg)](readme/README.ca.md) πρ _141_  
Π_140_ [![cs](https://img.shields.io/badge/lang-cs-red.svg)](readme/README.cs.md) π_1138_ [![dv](https://img.shields.io/badge/lang-dv-orange.svg)](readme/README.dv.md) [![eo](https://img.shields.io/badge/lang-eo-green.svg)](readme/README.eo.md)132__132__131_  
[![fi](https://img.shields.io/badge/lang-fi-blue.svg)](readme/README.fi.md) [![fy](https://img.shields.io/badge/lang-fy-orange.svg)](readme/README.fy.md) [![gl](https://img.shields.io/badge/lang-gl-green.svg)](readme/README.gl.md) [![ka](https://img.shields.io/badge/lang-ka-red.svg)](readme/README.ka.md) [![el](https://img.shields.io/badge/lang-el-blue.svg)](readme/README.el.md) [![ha](https://img.shields.io/badge/lang-ha-blue.svg)](readme/README.ha.md) [![ha](https://img.shields.io/badge/lang-ha-blue.svg)](readme/README.ha.md) πίO_122_ πίω :223_ πω__123_ πίω :223_ πίω :223_ πω__122_ πω__122_ πω__123_ πω__123_ πίω :223_ πί -122 :_  
[![iw](https://img.shields.io/badge/lang-iw-purple.svg)](readme/README.iw.md) π_1119_ π__118_ π_1117_112__111__111__111_  
[![kn](https://img.shields.io/badge/lang-kn-purple.svg)](readme/README.kn.md) π___9_ π___8_ π__7_ π_0_ π__11_ π__101_ πω_101_ πίω :10_ πω_101_ πω_101_ πίω :10_ πί -101_  
Π_100_ π --99_ ```python
from helper import load_user_translations

# Load custom translations from lang.json
load_user_translations("custom/lang.json")
```98_ [![ln](https://img.shields.io/badge/lang-ln-blue.svg)](readme/README.ln.md) ```python
from helper import load_user_translations

# Load custom translations from lang.json
load_user_translations("custom/lang.json")
```96_ ```python
from helper import load_user_translations

# Load custom translations from lang.json
load_user_translations("custom/lang.json")
```9_9_9_91_  
Π_90_ [![ml](https://img.shields.io/badge/lang-ml-orange.svg)](readme/README.ml.md) [![mt](https://img.shields.io/badge/lang-mt-green.svg)](readme/README.mt.md) [![mi](https://img.shields.io/badge/lang-mi-blue.svg)](readme/README.mi.md) [![mr](https://img.shields.io/badge/lang-mr-red.svg)](readme/README.mr.md) [![mn](https://img.shields.io/badge/lang-mn-orange.svg)](readme/README.mn.md) [![mn](https://img.shields.io/badge/lang-mn-orange.svg)](readme/README.mn.md) π__81_  
Π_79_ [![ps](https://img.shields.io/badge/lang-ps-green.svg)](readme/README.ps.md) ```
helper/
├── core.py
├── __init__.py
├── lang/
│   ├── en.json
│   ├── es.json
│   └── ... (100+ files)
└── submodules/
    ├── graph.py
    ├── statics.py
    ├── utils.py
    ├── caller.py
    ├── checker.py
    ├── manager.py
    ├── pyswitch.py
    ├── shared.py
    └── DBManager.py
```77_ [![qu](https://img.shields.io/badge/lang-qu-red.svg)](readme/README.qu.md) [![st](https://img.shields.io/badge/lang-st-purple.svg)](readme/README.st.md) [![st](https://img.shields.io/badge/lang-st-purple.svg)](readme/README.st.md) _70_ [![st](https://img.shields.io/badge/lang-st-purple.svg)](readme/README.st.md) _70_  
Π_68_ License7_ License66__0_ πO_64_ Python [![ta](https://img.shields.io/badge/lang-ta-purple.svg)](readme/README.ta.md) [![tg](https://img.shields.io/badge/lang-tg-red.svg)](readme/README.tg.md)  
Π_57_ MIT_ [![ts](https://img.shields.io/badge/lang-ts-purple.svg)](readme/README.ts.md) [![tk](https://img.shields.io/badge/lang-tk-orange.svg)](readme/README.tk.md) [![ur](https://img.shields.io/badge/lang-ur-red.svg)](readme/README.ur.md) [![ur](https://img.shields.io/badge/lang-ur-red.svg)](readme/README.ur.md) Python [![uz](https://img.shields.io/badge/lang-uz-orange.svg)](readme/README.uz.md) _47_  
Π_46_ [![yi](https://img.shields.io/badge/lang-yi-purple.svg)](readme/README.yi.md) [![yo](https://img.shields.io/badge/lang-yo-orange.svg)](readme/README.yo.md) [![zu](https://img.shields.io/badge/lang-zu-green.svg)](readme/README.zu.md)

---


## 🚀 faapipiiina

Faʻapipiʻi mai le PYPI:

```bash
pip install pyhelper-tools-jbhm
```

---

## 📖 Vaaiga

** Pyhelper ** o se mea taua Python 'mea faigaluega ua fuafuaina e faʻafaigofie ai ** faʻamatalaga o faʻamaumauga, faʻavae gaioiga, ma le aoga galuega a ** .  
E tuʻufaʻatasia se suiga i le aʻoaʻoga, suʻesuʻega, ma galuega faʻapolofesa, faʻatagaina oe e taulaʻi i malamalamaaga nai lo le bolerplate code.

Uiga lelei:
- 🧮 Fausia-i ** Statistics ma Math Uiga ** 
- 📊 Faigofie-i-le-faʻaaoga ** Faʻamatalaga Vaʻalele SPEPERS ** 
- 🗂 Handy ** faila taulimaina ma saili ** 
- 🔍 ** Syntax Faamaoni ** Mo Python faila
- 🌍 ** ** O le tele o le gagana lagolago ** ma sauni-i-faʻaaoga faʻaliliuga
- 🚀 sili ona lelei mo ** anapogi prototyping ** ma ** aʻoaʻoga ** 

---

## ✨ foliga autu

### 📊 faʻamaumauga vaʻaia
- Bar Roads: Sirrizusuaga & Vertical π /99_  
- tufatufaina atu o ni mea: histograms (`histo`), pusa tusi (`boxplot`), kde plots π__36_  
- faʻatusatusaga palu: Aplin, swarm, faʻapipiʻi palo  
- Faʻatinoina o Suʻesuʻega: Spalmaps (`heatmap`), faataapeapeina PLOS (`scatter`)  
- Faʻatulagaina Vaaia: Fair Plots, soʻofaʻatasi Plots, Redression Clots  
- faʻamaumauga laulau: O le faʻatulagaina o le laulau faʻaalia π_333_  

### 📈 Statistics auiliiliga
- ** Togafitiga Tutotonu ** : o lona uiga (`get_media`), Median (`get_median`), o le (`get_moda`)  
- ** Faʻatoilaloina ** : Faʻavase (`get_rank`), eseese (`get_var`), tulaga ese (`get_desv`)  
- ** Suʻesuʻega ** : O loʻo faia lipoti le ** 
- ** Intelinge Counction ** : IQR ma Z-Sen Metotia  

### 🗂️ faila faila
- sili atu le poto ma le `call()` (auto-detect CSV, JSON, XML, etc.)  
- Multi-form lagolago (CSV, JSON, XML, PDF, spatial data)  
- sql database pulega ma π_222_ vasega  
- Suiga o Aoga (`convert_file`)  

### 🛠️ tagata atiaʻe meafaigaluega
- Suia le system (`Switch`, `AsyncSwitch`)  
- syntax siaki (`check_syntax`, `PythonFileChecker`)  
- oa mea sese lipotia (multi-language)  
- Faʻaopoopoina le Fesoasoani Faigaluega (`help`)  

### 🌍 faavaomalo
- 100+ le fausia-i faaliliuga  
- Lau uta masani faaliliuga  
- o le tala faasolitulafono o le gagana (`set_language() π_ π_ _5_ `_14_ ``


### faavae fuainumera
```python
import helper as hp

data = [1, 2, 2, 3, 4, 5]

print(hp.get_media(data))   # Mean
print(hp.get_median(data))  # Median
print(hp.get_moda(data))    # Mode
```

### vaaia
Π_111_

### faila taulimaina
Π__10_

### Faʻalapotopotoga Faʻalauiloa
```python
from helper import load_user_translations

# Load custom translations from lang.json
load_user_translations("custom/lang.json")
```

### Syntax Faamaoniga
```python
from helper import run

run("./path/to/my_script.py")
#Show gui pop up with results
```

---

## 📂 poloketi fausaga

```
helper/
├── core.py
├── __init__.py
├── lang/
│   ├── en.json
│   ├── es.json
│   └── ... (100+ files)
└── submodules/
    ├── graph.py
    ├── statics.py
    ├── utils.py
    ├── caller.py
    ├── checker.py
    ├── manager.py
    ├── pyswitch.py
    ├── shared.py
    └── DBManager.py
```

---

## 📜 License

O lenei poloketi ua laiseneina i lalo o le ** MIT π_4 _ ** .  
Vaʻai le [LICENSE](LICENSE) faila mo faʻamatalaga.

---

## 🔮 Starmap

- Faaopoopoina o ata vaaia

- Faʻalautele Faʻamatalaga Suʻega (NoSQL, graph databases)

- Masini o Aʻoaʻoga Atinaʻe

- Web-faavae interface

- plugin faiga

---

⚡ sauni e supa lau π__1_ 'Workflows ma ** Pyhelper ** ? Amata ona suesueina i le aso!