Deequ vs. sparkPRO Comparison


Deequ	sparkPRO Quality Early Years	+	+
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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 sparkPRO is designed to be efficient and promote the well-being of a team in any setting. sparkPRO is more than a learning journey; the features support your team with the Early Year Foundation Stage and curriculum delivery. A leading EYFS curriculum software package, sparkPRO organizes staff time, systematizes procedures, provides ongoing EYFS assessment with a focus on quality during delivery. It provides incredible financial savings, operationally by cutting down on planning, observation, assessment and recording times. Tangibly you will save on ink and paper costs. sparkPRO not only incorporates the whole of our sparkESSENTIAL package, it also includes additional features and advanced reporting options. Supports whole team to deliver a curriculum and ‘get it right’ for each child, assessment, planning, recording and evaluating personal practice. Support your staff welfare, manage time, increase standards, allow more time to meet individual needs.
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 Companies in need of a solution to promote the well being of a team in any setting
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or 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: Review this Software	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 Not Supported Live Online Not Supported In Person Not Supported
Company Information Deequ github.com/awslabs/deequ	Company Information Quality Early Years Founded: 2010 United Kingdom www.sparkearlyyears.co.uk/spark-pro-old/
Alternatives Spark Streaming Apache Software Foundation	Alternatives ChildDiary
Azure Databricks Microsoft	codeSpark Academy
Apache Spark Apache Software Foundation	Educa
MLlib Apache Software Foundation	Edna Flo Design
Apache Mahout Apache Software Foundation View All	Kindiedays Century Moose View All
Categories Unit Testing Supported	Categories Child Care Supported
	Show More Features Child Care Features Billing & Invoicing Not Supported Calendar Management Not Supported Check-in / Check-out Not Supported Child Care Center Not Supported Daily Reports Supported Employee Management Not Supported Food Program Records Not Supported For Preschools Not Supported Home-Based Not Supported Immunization Records Not Supported Lesson Plan Management Supported Mailing List Management Not Supported Menu Planning Not Supported Online Registration Not Supported Parent / Child Records Supported Parent Portal Not Supported Payment Processing Not Supported Photo Gallery Not Supported Text Messaging Not Supported Volunteer Management Not Supported Wait List Management Not Supported
Integrations Apache Spark Supported View All 1 Integration	Integrations Apache Spark Not Supported
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