great expectations online with Winfy

We have hosted the application great expectations in order to run this application in our online workstations with Wine or directly.

Quick description about great expectations:

Great Expectations helps data teams eliminate pipeline debt, through data testing, documentation, and profiling. Software developers have long known that testing and documentation are essential for managing complex codebases. Great Expectations brings the same confidence, integrity, and acceleration to data science and data engineering teams. Expectations are assertions for data. They are the workhorse abstraction in Great Expectations, covering all kinds of common data issues. Expectations are a great start, but it takes more to get to production-ready data validation. Where are Expectations stored? How do they get updated? How do you securely connect to production data systems? How do you notify team members and triage when data validation fails? Great Expectations supports all of these use cases out of the box. Instead of building these components for yourself over weeks or months, you will be able to add production-ready validation to your pipeline in a day.

Features:

• Expectations are assertions for data
• Expectations are declarative, flexible and extensible
• Batteries-included data validation
• Securely connect to production data systems
• Notify team members and triage
• Great Expectations is designed for extensibility

Programming Language: Python.
Categories: