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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
SparkHub is an open-source software tool that offers team processes, structure and tools for fostering collaboration among stakeholders. SparkHub can be used to curate content (facts and evidence) in a hierarchical way. This approach is designed to create more compelling presentations, which guide stakeholders toward a clear line argumentation.
The SparkHub Advantage
- Faster decision making: Streamline the process to reach clearer conclusions.
- Make informed choices: All decisions should be backed up by solid evidence and a thorough understanding of the situation.
- Improved Collaboration: Facilitates communication and engagement between stakeholders.
- Transparency Improved: All parties involved have a clear view of the decision-making processes.
API Access
Has API
API Access
Has API
Integrations
Apache Spark
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
$0
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
Decision Accelerator
Founded
2022
Country
United States
Website
www.sparkhub.site/
Product Features
Product Features
Presentation
3D Objects
Animations & Transitions
Audio Content
Collaboration Tools
Content Library
Customizable Templates
Media Library
Offline Editing
Offline Presenting
Screen Sharing
Search/Filter
Templates
Video Content