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ease
features
design
support

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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

Spark is a platform that is innovative for homeschool teachers, microschools and private schools. It is a comprehensive Learning Management and School Management System that offers a full set of features at a reasonable price. Spark Schools Software Key Features Portals for Parents and Students Student Rewards Assignments Calendar Event Calendars Attendance Activity Tracker Grading Courses Communications Email blasts Billing and Invoices Online Payments (coming Soon) Forms and Signatures are coming soon Reporting (coming Soon) File Library & Digital Asset Manager (coming soon)

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

No images available

Integrations

Apache Spark

Integrations

Apache Spark

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

$2.99 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

Spark Schools

Founded

2023

Country

United States

Website

sparkyourschool.com

Product Features

Product Features

School Management

Bookstore Management
Cafeteria Management
Curriculum Management
Facility Management
Financial Management
Higher Education
Housing Management
Independent / Private
K-12
Library Management
Online Calendar
Online Payments
Parent / Student Portal
Preschool
Reporting/Analytics
School District
Special Education
Vocational / Trade Schools

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