Python

• Installation Guide Not installed the package yet? Learn how.
• Prerequisites Python

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What are Wrangles?

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:

• Extract information from a set of messy descriptions.
• Predict which category items belong to.
• Standardize text data to a desired format.
• Move data from one system to another.
• Much more...

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.

Functions

• Functions Incorporate Wrangles directly into python code

>>> wrangles.extract.attributes('it is 15mm long')
{'length': ['15mm']}

Recipes

• Recipes Run a series of Wrangles in an automated sequence

wrangles.recipe.run('recipe.wrgl.yml')

Connectors

• Connectors Connect data from other systems as a function or in a recipe

read:
  - file:
      name: myfile.xlsx