# Data Science Helpers

## AWS Handler

AWSHandler es un wrapper para funcionalidades de aws. Autentica automaticamente tomando las credenciales desde el clipboard (solo tienen que copiarlas desde Get credentials --> Command Line or Programatic Access --> Copy Credentials) y luego borra el clipboard

## Instalacion

```python
!pip install m-data-science-helpers
```

## Ejemplo de uso

```python
from m_data_science_helpers.aws_utils import AWSHandler

# Con las credenciales en clipboard, crear una instancia de AWSHandler (podes obtenerlas desde desde Command Line or Programatic Access)
aws_handler = AWSHandler()
```
### Consultar datos usando Athena
```python
sql = "SELECT * FROM mi_base_de_datos.mi_tabla LIMIT 10"
database = "mi_base_de_datos"
result_df = aws_handler.query(sql, database)
print(result_df)
```
### Listar tablas y vistas en una base de datos
```python
database_info = aws_handler.list_tables("mi_base_de_datos")
print(database_info)
```
### Listar todas las bases de datos
```python
databases = aws_handler.list_data_sources()
print(databases)
```
### Guardar un DataFrame en S3
```python
aws_handler.save_df(df, 'mi_bucket', 'filename.parquet', file_format='parquet')
```
### Cargar un DataFrame desde S3
```python
loaded_df = aws_handler.load_df('mi_bucket', 'filename.parquet')
print(loaded_df)
```
### Listar todos los buckets disponibles
```python
aws_handler.list_all_buckets()
```
### Listar objetos en una carpeta específica de un bucket de S3
```python
aws_handler.list_bucket("mi_bucket", "prefijo_carpeta/")
```


Helpers for AWS most common operations. Includes clipboard auth. 

Socket Acquires Coana to Bring Reachability Analysis to Every Appsec Team

m-data-science-helpers

Helpers for AWS most common operations. Includes clipboard auth

polybius666

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Bin script confusion

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Chronological version anomaly

Project maintainer's SSH key has been compromised.

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Title

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Possible typosquat attack

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Dynamic require

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Empty package

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Filesystem access

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Wildcard dependency

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High entropy strings

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HTTP dependency

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Install scripts

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Network access

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No repository

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No tests

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m-data-science-helpers

Data Science Helpers

AWS Handler

Instalacion

Ejemplo de uso

Consultar datos usando Athena

Listar tablas y vistas en una base de datos

Listar todas las bases de datos

Guardar un DataFrame en S3

Cargar un DataFrame desde S3

Listar todos los buckets disponibles

Listar objetos en una carpeta específica de un bucket de S3

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