Average Ratings 0 Ratings
Average Ratings 2 Ratings
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
ReSpark is an end-to-end operating system built exclusively for the recycling and scrap metal industry. It unifies yard operations, inventory management, pricing, dispatch, compliance, exports, accounting, and customer communications into a single platform, eliminating the need for disconnected systems and spreadsheets.
Designed for recyclers of all sizes, ReSpark helps teams streamline workflows, gain real-time visibility into their business, and make faster, data-driven decisions. From the scale house to the back office, every transaction, movement, and financial record is connected, creating a more efficient and profitable operation.
By combining deep industry expertise with modern technology and AI-powered automation, ReSpark empowers recyclers to reduce manual work, improve accuracy, and focus on growing their business. Whether you're operating a single yard or managing a multi-facility enterprise, ReSpark provides the tools needed to run your entire operation from one platform.
API Access
Has API
No
API Access
Has API
Yes
Integrations
Apache Spark
Yes
Google Maps
No
NetSuite
No
QuickBooks Desktop Premier
No
QuickBooks Desktop Pro
No
QuickBooks Enterprise
No
QuickBooks Online
No
QuickBooks Online Advanced
No
Sage 300
No
Sage 50
No
Integrations
Apache Spark
No
Google Maps
Yes
NetSuite
Yes
QuickBooks Desktop Premier
Yes
QuickBooks Desktop Pro
Yes
QuickBooks Enterprise
Yes
QuickBooks Online
Yes
QuickBooks Online Advanced
Yes
Sage 300
Yes
Sage 50
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
Yes
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
Yes
iPhone App
Yes
iPad App
Yes
Android App
Yes
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
Yes
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
Yes
Live Training (Online)
Yes
In Person
Yes
Vendor Details
Company Name
Deequ
Website
github.com/awslabs/deequ
Vendor Details
Company Name
ReSpark
Founded
2026
Country
United States
Website
www.respark.com
Product Features
Product Features
Recycling
Billing & Invoicing
Yes
Brokerage Management
Yes
Buy / Sell Ticketing
Yes
Container Management
Yes
Customer Database
Yes
Dispatch Management
Yes
Electronics Recycling
Yes
Fingerprint Scanning
Yes
ID Scanning
Yes
Integrated Cameras
Yes
Inventory Tracking
Yes
Logistics
Yes
Market Price Tracking
Yes
Plant Management
Yes
Plastics Recycling
Yes
Pulp & Paper Recycling
Yes
Receiving / Production Management
Yes
Scrap Recycling
Yes