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What is Deequ?
Deequ is a groundbreaking library designed to enhance Apache Spark by enabling "unit tests for data," which helps evaluate the quality of large datasets. User feedback and contributions are highly encouraged as we strive to improve the library. The operation of Deequ requires Java 8, and it is crucial to recognize that version 2.x of Deequ is only compatible with Spark 3.1, creating a dependency between the two. Users of older Spark versions should opt for Deequ 1.x, which is available in the legacy-spark-3.0 branch. Moreover, we also provide legacy releases that support Apache Spark versions from 2.2.x to 3.0.x. The Spark versions 2.2.x and 2.3.x utilize Scala 2.11, while the 2.4.x, 3.0.x, and 3.1.x releases rely on Scala 2.12. Deequ's main objective is to conduct "unit-testing" on data to pinpoint possible issues at an early stage, thereby ensuring that mistakes are rectified before the data is utilized by consuming systems or machine learning algorithms. In the upcoming sections, we will illustrate a straightforward example that showcases the essential features of our library, emphasizing its user-friendly nature and its role in preserving data quality. This example will also reveal how Deequ can simplify the process of maintaining high standards in data management.
What is Catch2?
Catch2 is chiefly designed as a unit testing framework specifically for C++, but it also offers essential micro-benchmarking features and easy-to-use BDD macros. Its greatest advantage is its approachable and intuitive layout. Test identifiers can be named freely without strict adherence to conventional naming rules, assertions are formatted like regular C++ boolean expressions, and the use of sections provides a way to manage setup and teardown code in a localized manner within tests. Presently, development is taking place on the devel branch, where version 3 is in progress. This forthcoming version is set to unveil several significant changes, with the most prominent being the shift of Catch2 from a single-header library to a more traditional library format that includes multiple headers and a separately compiled implementation. Getting started is quick and easy; simply download two files, incorporate them into your project, and you’re all set, without the need for any external dependencies. As long as your setup is compatible with C++14 and has the C++ standard library, you can create test cases as self-registering functions or methods, allowing for a coding style that best suits you. This adaptability in coding methods significantly enhances the framework's appeal to a wide array of programming preferences, making it an excellent choice for developers.
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Pricing Information
Free
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
Deequ
Company Website
github.com/awslabs/deequ
Company Facts
Organization Name
Catch2
Company Website
github.com/catchorg/Catch2