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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

Gru.ai is a cutting-edge platform that leverages artificial intelligence to improve software development processes by automating various tasks such as unit testing, bug resolution, and algorithm creation. The suite includes features like Test Gru, Bug Fix Gru, and Assistant Gru, all designed to help developers enhance their workflows and boost productivity. Test Gru takes on the responsibility of automating the generation of unit tests, providing excellent test coverage while minimizing the need for manual intervention. Bug Fix Gru works within your GitHub repositories to swiftly identify and resolve issues, ensuring a smoother development experience. Meanwhile, Assistant Gru serves as an AI companion for developers, offering support on technical challenges such as debugging and coding, ultimately delivering dependable and high-quality solutions. Gru.ai is specifically crafted for developers aiming to refine their coding practices and lessen the burden of repetitive tasks through AI capabilities, making it an essential tool in today’s fast-paced development environment. By utilizing these advanced features, developers can focus more on innovation and less on time-consuming tasks.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Apache Spark

Integrations

Apache Spark

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
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

Gru.ai

Founded

2023

Country

United States

Website

gru.ai/

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