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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
NUnit serves as a unit-testing framework compatible with all .Net languages, having originally been adapted from JUnit. The latest production release, version 3, has undergone a complete overhaul, introducing numerous features and accommodating a diverse array of .NET platforms. As a member of the .NET Foundation, the NUnit Project benefits from guidance and support aimed at securing its future. The achievement of NUnit is attributed to the diligent efforts of countless contributors and team members, with the Core Team expressing gratitude for the invaluable assistance and contributions that have propelled NUnit to its current level of success. As of the latest statistics, various NUnit packages have amassed over 126 million downloads on NuGet.org, a milestone made possible by the commitment of numerous volunteers who generously share their expertise and time. Additionally, NUnit is classified as Open Source software, and version 3 is distributed under the MIT license, ensuring its accessibility and collaborative development. Such community involvement underscores the project's importance and fosters continued innovation within the .NET ecosystem.
API Access
Has API
API Access
Has API
Integrations
Apache Spark
Coco Code Coverage
CodeRush
Jtest
LT Browser
Launchable
NCover
Opsera
TeamCity
TestLeft
Integrations
Apache Spark
Coco Code Coverage
CodeRush
Jtest
LT Browser
Launchable
NCover
Opsera
TeamCity
TestLeft
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
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
.NET Foundation
Founded
2008
Website
nunit.org
Product Features
Product Features
Software Testing
Automated Testing
Black-Box Testing
Dynamic Testing
Issue Tracking
Manual Testing
Quality Assurance Planning
Reporting / Analytics
Static Testing
Test Case Management
Variable Testing Methods
White-Box Testing