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Librería de utilidades comunes para pipelines ELT orientados a Databricks (DLT).

Project description

DBX ELT Utilities

Librería de utilidades para simplificar la creación de iteraciones y flujos Delta Live Tables (DLT) en Databricks.

Instalación

Instala este paquete usando pip:

pip install dbx-elt-utils

Para desarrollo local (VS Code)

Si quieres desarrollar localmente simulando DLT y consumiendo datos desde Databricks Connect:

pip install dbx-elt-utils[local]

Uso en Pipelines / Notebooks

En tus notebooks en vez de configurar el sys.path, simplemente importa el módulo base:

from dbx_elt_utils.notebook_utils import init_notebook

# Esto detectará si estás en Databricks o local automáticamente
notebook = init_notebook()
env = notebook.env
spark = notebook.spark
dlt = notebook.dlt

Módulos Disponibles

  • ingest_utils: Gestión transparente entre batch/streaming vía ingesta_hibrida.
  • notebook_utils: Setup mágico del entorno de ejecución (Mock para DLT local).
  • clean_utils: Utilidades puras de pyspark para limpieza de arreglos y strings.

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