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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

The SPARK connected car platform by Springworks offers a secure and cost-effective method to create appealing services for your users. With numerous ready-to-use APIs for a wide range of services, we invite you to reach out for more insights on its functionality! The SPARK platform stands out as one of the most sophisticated connected car solutions in the market. Leveraging AWS, it is designed to be GDPR compliant and is capable of managing millions of vehicles. The potential to generate genuine value for customers from vehicle-related data is virtually limitless—contact us to explore how your offerings can be improved. By empowering local service providers to deliver pertinent services to your clientele, you can greatly enrich the user experience with your products. This approach not only saves time and costs but also enhances safety and enjoyment in car ownership. At Springworks International, we are committed to helping companies provide a diverse array of services to end users through our cutting-edge SPARK connected car platform, which truly transforms the way users interact with their vehicles. Elevate your service offerings today and join the future of connected mobility!

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Apache Spark

Integrations

Apache Spark

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$0.01 per month
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

Springworks

Country

Sweden

Website

www.springworks.se

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Product Features

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