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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
SparkInfluence is designed to support top-tier government affairs and public relations teams in effectively educating, engaging, and motivating their networks to take action. This comprehensive, mobile-friendly software platform boasts a cutting-edge toolset that stands out in the industry. Start leveraging your audience to its fullest potential by building a data-driven approach today. With its user-friendly interface, SparkInfluence simplifies the process of enhancing your advocacy initiatives, political action committees, or online communities. By integrating premier grassroots advocacy tools with capabilities for fundraising, CRM, PAC management, and more, SparkInfluence provides all the essential functions necessary to track, manage, educate, engage, and empower your audience. Each component of the platform is robust individually, but the true effectiveness is realized when they are utilized together. In addition, SparkPAC represents the pinnacle of PAC software innovation, ensuring you have the best tools at your disposal for campaign success.
API Access
Has API
No
API Access
Has API
No
Integrations
Apache Spark
No
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
Yes
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)
Yes
In Person
No
Vendor Details
Company Name
Deequ
Website
github.com/awslabs/deequ
Vendor Details
Company Name
SparkInfluence
Founded
2014
Country
United States
Website
sparkinfluence.com
Product Features
Product Features
Advocacy
Advocate Management
No
Campaign Management
No
Customer Advocacy
No
Event Triggered Actions
No
Forms Management
No
Legislation Tracking
No
Petition Management
No
Political Advocacy
No
Rewards Program
No
Social Engagement
No