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About

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets. We are happy to receive feedback and contributions. Deequ depends on Java 8. Deequ version 2.x only runs with Spark 3.1, and vice versa. If you rely on a previous Spark version, please use a Deequ 1.x version (legacy version is maintained in legacy-spark-3.0 branch). We provide legacy releases compatible with Apache Spark versions 2.2.x to 3.0.x. The Spark 2.2.x and 2.3.x releases depend on Scala 2.11 and the Spark 2.4.x, 3.0.x, and 3.1.x releases depend on Scala 2.12. Deequ's purpose is to "unit-test" data to find errors early, before the data gets fed to consuming systems or machine learning algorithms. In the following, we will walk you through a toy example to showcase the most basic usage of our library.

About

GuideSpark is the leader in change communications guiding over 1,000 enterprise customers to business success by changing the hearts and minds of employees. GuideSpark Communicate Cloud® drives organizational change with communication journeys, targeted experiences that reach, engage and change employee behavior to achieve your critical business goals. Manage, measure and scale your internal communications effectiveness with GuideSpark.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Anyone looking for an Unit Testing solution that measures data quality in large datasets

Audience

Enterprises

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Not Supported

Company Information

Deequ
github.com/awslabs/deequ

Company Information

GuideSpark
Founded: 2008
United States
www.guidespark.com

Alternatives

Spark Streaming

Spark Streaming

Apache Software Foundation

Alternatives

Apache Spark

Apache Spark

Apache Software Foundation
SnapComms

SnapComms

SnapComms, an Everbridge company
MLlib

MLlib

Apache Software Foundation
Workvivo

Workvivo

Zoom Communications
Apache Mahout

Apache Mahout

Apache Software Foundation

Categories

Unit Testing Supported

Categories

Employee Communication Tools Features

Activity / News Feed Not Supported
Audio / Video Conferencing Not Supported
Blogs Not Supported
Chat / Messaging Not Supported
Employee Directory Not Supported
Event Calendar Not Supported
File Sharing Not Supported
Knowledge Management Not Supported
Newsletter Management Not Supported
Surveys & Feedback Supported

Employee Engagement Features

Benchmarking Not Supported
Cultural Alignment Supported
Employee Awards Not Supported
Employee Guides Supported
Employee Recognition Not Supported
Feedback Management Not Supported
Goal Management Not Supported
Health & Wellness Programs Not Supported
Performance Management Not Supported
Pulse Surveys Not Supported

Internal Communications Features

App Integration Not Supported
Blogs Not Supported
Chat/Messaging Not Supported
Email Management Supported
Employee Directory Not Supported
Event Calendar Not Supported
Newsletter Management Not Supported
Photo Gallery Not Supported
Social Sharing Not Supported
Survey Management Not Supported
Telephony Not Supported
Video Chat Not Supported
Voice Chat Not Supported

Integrations

Apache Spark Supported
Microsoft Excel Not Supported
Microsoft Teams Not Supported
Slack Not Supported
Workday HCM Not Supported

Integrations

Apache Spark Not Supported
Microsoft Excel Supported
Microsoft Teams Supported
Slack Supported
Workday HCM Supported
Claim Deequ and update features and information
Claim Deequ and update features and information
Claim GuideSpark and update features and information
Claim GuideSpark and update features and information