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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 

Screenshots View All

Screenshots View All

Integrations

Apache Spark Yes 

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 

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