Wrangles are a set of modular transformations for data cleaning and enrichment. Each Wrangle is optimized for a particular job, many of which are backed by sophisticated machine learning models.
With Wrangles, you can:
Wrangles are system independent, and allow you to pull data from one system, transform it and push it to another. By using the Wrangles python package, Wrangles can be incorporated directly into python code, or an automated sequence of wrangles can be run as a recipe.
>>> wrangles.extract.attributes('it is 15mm long')
{'length': ['15mm']}
wrangles.recipe.run('recipe.wrgl.yml')
read:
- file:
name: myfile.xlsx