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ease
features
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support

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Description

Deequ is an innovative library that extends Apache Spark to create "unit tests for data," aiming to assess the quality of extensive datasets. We welcome any feedback and contributions from users. The library requires Java 8 for operation. It is important to note that Deequ version 2.x is compatible exclusively with Spark 3.1, and the two are interdependent. For those using earlier versions of Spark, the Deequ 1.x version should be utilized, which is maintained in the legacy-spark-3.0 branch. Additionally, we offer legacy releases that work with Apache Spark versions ranging from 2.2.x to 3.0.x. The Spark releases 2.2.x and 2.3.x are built on Scala 2.11, while the 2.4.x, 3.0.x, and 3.1.x releases require Scala 2.12. The primary goal of Deequ is to perform "unit-testing" on data to identify potential issues early on, ensuring that errors are caught before the data reaches consuming systems or machine learning models. In the sections that follow, we will provide a simple example to demonstrate the fundamental functionalities of our library, highlighting its ease of use and effectiveness in maintaining data integrity.

Description

xUnit.net is a community-driven, open-source unit testing framework designed for the .NET Framework, available at no cost. Developed by the creator of NUnit v2, it represents the cutting-edge approach to unit testing for languages such as C#, F#, and VB.NET, among others. Additionally, xUnit.net integrates seamlessly with tools like ReSharper, CodeRush, TestDriven.NET, and Xamarin. As a member of the .NET Foundation, it adheres to their established code of conduct, ensuring a collaborative and respectful environment for developers. This makes xUnit.net an excellent choice for modern software development practices in the .NET ecosystem.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

.NET
Apache Spark
C#
CodeRush
NCrunch
NetcoreSaaS
ReSharper
TeamCity
Testmo
dotCover
dotTrace

Integrations

.NET
Apache Spark
C#
CodeRush
NCrunch
NetcoreSaaS
ReSharper
TeamCity
Testmo
dotCover
dotTrace

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Deequ

Website

github.com/awslabs/deequ

Vendor Details

Company Name

xUnit.net

Website

xunit.net

Product Features

Product Features

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