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Average Ratings 0 Ratings
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
No
API Access
Has API
Yes
Integrations
Apache Spark
Yes
Coco Code Coverage
No
CodeRush
No
Jtest
No
LT Browser
No
Launchable
No
NCover
No
Opsera
No
TeamCity
No
TestLeft
No
Integrations
Apache Spark
No
Coco Code Coverage
Yes
CodeRush
Yes
Jtest
Yes
LT Browser
Yes
Launchable
Yes
NCover
Yes
Opsera
Yes
TeamCity
Yes
TestLeft
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
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
No
Black-Box Testing
No
Dynamic Testing
No
Issue Tracking
No
Manual Testing
No
Quality Assurance Planning
No
Reporting / Analytics
No
Static Testing
No
Test Case Management
No
Variable Testing Methods
No
White-Box Testing
No