This is the Linux app named Great Expectations whose latest release can be downloaded as 0.17.22sourcecode.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS
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Great Expectations
DESCRIPTION
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
This is an application that can also be fetched from https://sourceforge.net/projects/great-expectations.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
