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Average Ratings 2 Ratings

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support

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 

Screenshots View All

Screenshots View All

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 
Sage Accounting No 
Sage Intacct No 
Xero 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 
Sage Accounting Yes 
Sage Intacct Yes 
Xero 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 

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