# Laebraring ea Molper

[![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/)

## 🌍 Lipuo tse fumanehang

Pyhelper e fana ka phetolelo e fetotsoeng bakeng sa ho fihla ho fihlela ** Lipuo tse 131 ** Ho kenyelletsa:

[![en](https://img.shields.io/badge/lang-en-red.svg)](readme/README.md) π__168_ π_1667_ π_1664_ π_1664_ [![zh](https://img.shields.io/badge/lang-zh-black.svg)](readme/README.zh.md) [![zh](https://img.shields.io/badge/lang-zh-black.svg)](readme/README.zh.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md) [![it](https://img.shields.io/badge/lang-it-lightgrey.svg)](readme/README.it.md)  
[![ja](https://img.shields.io/badge/lang-ja-red.svg)](readme/README.ja.md) π_1589_ π_1569_ π_1564_ π_1544_ [![bm](https://img.shields.io/badge/lang-bm-darkgreen.svg)](readme/README.bm.md)  
π_1509_ π_1489_ [![bs](https://img.shields.io/badge/lang-bs-purple.svg)](readme/README.bm.md) [![bs](https://img.shields.io/badge/lang-bs-purple.svg)](readme/README.bm.md) [![ceb](https://img.shields.io/badge/lang-ceb-blue.svg)](readme/README.ceb.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md) [![co](https://img.shields.io/badge/lang-co-green.svg)](readme/README.co.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md) [![ny](https://img.shields.io/badge/lang-ny-red.svg)](readme/README.ny.md)  
[![hr](https://img.shields.io/badge/lang-hr-blue.svg)](readme/README.hr.md) [![da](https://img.shields.io/badge/lang-da-purple.svg)](readme/README.da.md) [![dv](https://img.shields.io/badge/lang-dv-orange.svg)](readme/README.dv.md) π_1369_ [![nl](https://img.shields.io/badge/lang-nl-orange.svg)](readme/README.nl.md) [![eo](https://img.shields.io/badge/lang-eo-green.svg)](readme/README.eo.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![ee](https://img.shields.io/badge/lang-ee-red.svg)](readme/README.ee.md) [![tl](https://img.shields.io/badge/lang-tl-purple.svg)](readme/README.tl.md)  
[![fi](https://img.shields.io/badge/lang-fi-blue.svg)](readme/README.fi.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) [![ht](https://img.shields.io/badge/lang-ht-green.svg)](readme/README.ht.md) [![haw](https://img.shields.io/badge/lang-haw-red.svg)](readme/README.haw.md)  
π_1119_ π_1117_ π_1116_ π_1114_ [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md) [![jw](https://img.shields.io/badge/lang-jw-red.svg)](readme/README.jw.md)  
[![kn](https://img.shields.io/badge/lang-kn-purple.svg)](readme/README.kn.md) [![km](https://img.shields.io/badge/lang-km-green.svg)](readme/README.km.md) π_1079_ [![ko](https://img.shields.io/badge/lang-ko-purple.svg)](readme/README.ko.md) [![ku](https://img.shields.io/badge/lang-ku-green.svg)](readme/README.ku.md) [![ky](https://img.shields.io/badge/lang-ky-red.svg)](readme/README.ky.md)  
π_999_ [![lv](https://img.shields.io/badge/lang-lv-green.svg)](readme/README.lv.md) [![lt](https://img.shields.io/badge/lang-lt-red.svg)](readme/README.lt.md) [![lt](https://img.shields.io/badge/lang-lt-red.svg)](readme/README.lt.md) [![lg](https://img.shields.io/badge/lang-lg-purple.svg)](readme/README.lg.md) [![lb](https://img.shields.io/badge/lang-lb-orange.svg)](readme/README.lb.md) [![mk](https://img.shields.io/badge/lang-mk-green.svg)](readme/README.mk.md) [![mai](https://img.shields.io/badge/lang-mai-blue.svg)](readme/README.mai.md) [![mg](https://img.shields.io/badge/lang-mg-red.svg)](readme/README.mg.md)  
[![ms](https://img.shields.io/badge/lang-ms-purple.svg)](readme/README.ms.md) [![mt](https://img.shields.io/badge/lang-mt-green.svg)](readme/README.mt.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) [![my](https://img.shields.io/badge/lang-my-green.svg)](readme/README.my.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md) [![no](https://img.shields.io/badge/lang-no-red.svg)](readme/README.no.md) [![or](https://img.shields.io/badge/lang-or-purple.svg)](readme/README.or.md)  
[![om](https://img.shields.io/badge/lang-om-orange.svg)](readme/README.om.md) [![fa](https://img.shields.io/badge/lang-fa-blue.svg)](readme/README.fa.md) [![qu](https://img.shields.io/badge/lang-qu-red.svg)](readme/README.qu.md) [![sa](https://img.shields.io/badge/lang-sa-green.svg)](readme/README.sa.md) [![nso](https://img.shields.io/badge/lang-nso-red.svg)](readme/README.nso.md) [![st](https://img.shields.io/badge/lang-st-purple.svg)](readme/README.st.md) π__69_  
[![sd](https://img.shields.io/badge/lang-sd-green.svg)](readme/README.sd.md) π__66_ [![so](https://img.shields.io/badge/lang-so-orange.svg)](readme/README.so.md) [![sw](https://img.shields.io/badge/lang-sw-blue.svg)](readme/README.sw.md) [![tg](https://img.shields.io/badge/lang-tg-red.svg)](readme/README.tg.md) [![tt](https://img.shields.io/badge/lang-tt-orange.svg)](readme/README.tt.md)  
[![th](https://img.shields.io/badge/lang-th-blue.svg)](readme/README.th.md) [![ts](https://img.shields.io/badge/lang-ts-purple.svg)](readme/README.ts.md) [![ak](https://img.shields.io/badge/lang-ak-green.svg)](readme/README.ak.md) [![ur](https://img.shields.io/badge/lang-ur-red.svg)](readme/README.ur.md) [![vi](https://img.shields.io/badge/lang-vi-green.svg)](readme/README.vi.md) [![vi](https://img.shields.io/badge/lang-vi-green.svg)](readme/README.vi.md)  
[![xh](https://img.shields.io/badge/lang-xh-red.svg)](readme/README.xh.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)

---


## 🚀 Ho kenya

Kenya ho tsoa ho PYPI:

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

---

## 📖 Overview

** Pyhelper ** ke Toolkit e feto-fetohang ho nolofatsa ho nolofatsa ho nolofatsa ho nolofatsa ho nolofatsa ho nolofatsa ho nolofatsa  
E lokisa ka mokhoa o sa tsotelleng ho feta lithutong, lipatlisiso le merero ea litsebi, e u lumella ho tsepamisa maikutlo ho fapana le ho ithuta ho ithuta.

Melemo ea Bohlokoa:
- 🧮 e hahiloeng ka lipalo tsa lipalangoang le lisebelisoa tsa math **
- 📊-tšebeliso ea lintho tse bonolo **
- 🗂 Ho Handy
- 🔍 ** syntax netefatso ** bakeng sa lifaele tsa Python
- 🌍 **
- 🚀 o ile a ba le ** e potlakileng ** e potlakileng ea ** le ** * thuto **

---

## ✨ likarolo

### 📊 Tlhahiso ea data
- Bar Charts: Horazy & Hortical (`hbar`, `vbar`)  
- Lipapatso tsa kabe: Nalane (`histo`), Lebokose (`boxplot`), Plots (`kdeplot`)  
- Lipapatso tse bapisang: violin, Swarm, Strip Plots  
- Litlhahlobo tsa tokonation: Litlama tsa (`heatmap`), Scatter Plots (`scatter`)  
- Ho hlahlojoa bocha: Lits'oants'o tse rokella, li-Plots tse kopaneng, re ngodce plots  
- Litafole tsa data: Tafole ea tafole e bonts'itsoeng Displays (`table`)  

### 📈 Tlhahlobo ea Statistical
- ** bohareng ba tloaelo ** : Bontša (`get_media`), Median (`get_median`), Mode (`get_moda`)  
- ** Ho hloekisoa ** : Range (`get_rank`), phapang (`get_var`), phapang e tloaelehileng ea (`get_desv`)  
- ** Ho se tsotelle  
- ** Ho hlokahala  

### 🗂 Peōleho ea Fama
- Smart e sibolla ka π__25_ (auto-detect CSV, JSON, XML, etc.)  
- Tlhahiso-leseling ea sebopeho sa mafura (CSV, JSON, XML, PDF, spatial data)  
- SQL ea database tsa SQL  
- Phetoho ea botsitso (`convert_file`)  

### 🛠 Lisebelisoa tsa Moqapi
- switch sistey (`Switch`, `AsyncSwitch`)  
- syntax ching (`check_syntax`, `PythonFileChecker`)  
- Tlaleho e Ncha ea Phoso ea Phokotso (multi-language)  
- Thuso e Kopaneng ea Ts'ebetso (`help`)  

### 🌍 Internationalization
- 100+ e hahiloeng ka bongata  
- Tšela liphetolelo tsa tloaelo  
- Ho fetoloa ha puo ea matsoho Π_16_Ko_5_``python
from helper import set_language

set_language("en")  # English
set_language("es")  # Spanish
set_language("fr")  # French
set_language("de")  # German
set_language("ru")  # Russian
set_language("tr")  # Turkish
set_language("zh")  # Chinese
set_language("it")  # Italian
set_language("pt")  # Portuguese
set_language("sv")  # Swedish
set_language("ja")  # Japanese
set_language("ar")  # Arabic
...
```


### lipalo tsa mantlha
```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
```

### litlooa
```python
import helper as hp

df = hp.pd.DataFrame({"values": [5, 3, 7, 2, 9]})
hp.histo(df, "values", bins=5, title="Sample Histogram")
```

### Fela ho sebetsana le eona
```python
from helper import call

data = call(name="my_data", type="csv")  # Finds and loads a CSV file automatically
```

### liphetolelo tsa tloaelo
```python
from helper import load_user_translations

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

### syntax netefatso
```python
from helper import run

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

---

## 📂 Sebopeho sa Morero

```
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
```

---

## 📜 📜 📜_6_

Morero ona o na le laesense tlasa The ** π__5_ π_4 _ ** .  
Bona faele ea π__3_ bakeng sa lintlha.

---

## 🔮 pourmap

- Mefuta e eketsehileng ea pono

- Litšehetso tse atolositsoeng tsa database

- ho ithuta mochini oa ho ithuta mochini

- Mohlophisi o thehiloeng ho Web

- sistimi ea plugin

---

⚡ u itokisetse ho tsamaisa bophelo ba hau ba Π_1_ Qala ho lekola kajeno!