hlecco / deirokay

Data parsing and validation done right

Deirokay

Deirokay (dejɾo'kaj) is a tool for data profiling and data validation.

Deirokay separates document parsing from validation logic, so that you can create your statements about your data without worrying whether or not your file has been properly parsed.

You can use Deirokay for:

• Data parsing from files (CSV, parquet, excel, or any other pandas-compatible format);
• Data validation, via Deirokay Statements;
• Data profiling, which generates Deirokay Statements automatically based on an existing file. You may use these statements later against new documents to make sure the validation still holds for new data.

Installation

Install Deirokay using pip:

pip install Deirokay

To include optional dependences for AWS S3, install:

pip install Deirokay[s3]

Documentation

Please, read the docs.

Contributing

Check our contributing guidelines.