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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 Apache Xalan?
The Apache Xalan Project is dedicated to creating and sustaining libraries and applications that apply the XSLT standard stylesheets for the transformation of XML documents. Our diverse subprojects are developed using the Java and C++ programming languages, which are the foundations for our XSLT libraries. In April 2014, we released version 2.7.2 of Xalan-Java, which is accessible for download to support your development efforts. Additionally, you can explore ongoing developments in our subversion repository. This recent version resolves a security issue that was present in version 2.7.1, which remains available in the Apache Archives. As a project with a long-standing history, we are engaged in discussions about the potential support for XPath-2, and we encourage your participation in this crucial enhancement of the library. Contributions and updates can be communicated through the Java users and developers mailing lists, promoting collaboration and innovation within our community. Your engagement has the potential to significantly elevate our joint endeavors to further refine and enhance the library. Together, we can make a substantial impact on the future of Xalan.
Integrations Supported
Apache Spark
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided
Free Version
Free Trial Offered?
Pricing Information
Pricing not provided
Free Version
Free Trial Offered?
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
The Apache Software Foundation
Date Founded
1999
Company Location
United States
Company Website
xalan.apache.org