Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • LM-Kit.NET Reviews & Ratings
    28 Ratings
    Company Website
  • Aikido Security Reviews & Ratings
    231 Ratings
    Company Website
  • DreamClass Reviews & Ratings
    94 Ratings
    Company Website
  • All in One Accessibility Reviews & Ratings
    35 Ratings
    Company Website
  • Highcharts Reviews & Ratings
    123 Ratings
    Company Website
  • Unimus Reviews & Ratings
    31 Ratings
    Company Website
  • SDS Manager Reviews & Ratings
    4 Ratings
    Company Website
  • Parasoft Reviews & Ratings
    143 Ratings
    Company Website
  • ContractSafe Reviews & Ratings
    293 Ratings
    Company Website
  • RunPod Reviews & Ratings
    206 Ratings
    Company Website

What is Scala?

Scala elegantly combines object-oriented and functional programming paradigms into a singular high-level language. Its static type system effectively reduces the risk of errors in complex applications, while compatibility with JVM and JavaScript empowers developers to build efficient systems that can tap into vast libraries. The Scala compiler excels at handling static types, which means that in most cases, you won’t have to declare variable types explicitly; the powerful type inference system takes care of it for you. Structural data types are represented through case classes, which automatically generate well-defined methods for toString, equals, and hashCode, in addition to enabling deconstruction through pattern matching techniques. Furthermore, functions in Scala are considered first-class citizens, allowing developers to create anonymous functions with a concise syntax. This combination of features not only enhances productivity but also makes Scala a highly attractive option for developers who wish to enjoy the strengths of both programming approaches. Ultimately, the blend of usability and functionality solidifies Scala's reputation as a modern and versatile programming language.

What is Deequ?

Deequ is a groundbreaking library designed to enhance Apache Spark by enabling "unit tests for data," which helps evaluate the quality of large datasets. User feedback and contributions are highly encouraged as we strive to improve the library. The operation of Deequ requires Java 8, and it is crucial to recognize that version 2.x of Deequ is only compatible with Spark 3.1, creating a dependency between the two. Users of older Spark versions should opt for Deequ 1.x, which is available in the legacy-spark-3.0 branch. Moreover, we also provide legacy releases that support Apache Spark versions from 2.2.x to 3.0.x. The Spark versions 2.2.x and 2.3.x utilize Scala 2.11, while the 2.4.x, 3.0.x, and 3.1.x releases rely on Scala 2.12. Deequ's main objective is to conduct "unit-testing" on data to pinpoint possible issues at an early stage, thereby ensuring that mistakes are rectified before the data is utilized by consuming systems or machine learning algorithms. In the upcoming sections, we will illustrate a straightforward example that showcases the essential features of our library, emphasizing its user-friendly nature and its role in preserving data quality. This example will also reveal how Deequ can simplify the process of maintaining high standards in data management.

Media

Media

Integrations Supported

Akira AI
Apache PredictionIO
Claude Opus 4.5
Claude Sonnet 4
Claude Sonnet 4.5
DeepSeek
DeepSeek-V3
GPT-5.1-Codex-Max
GPT-5.3-Codex
Gemma
Grok 4.20
Grok 4.3
Kiro
Mistral NeMo
OpenAI o1-mini
Qwen2.5-Coder
Timbr.ai
WireMock
codebeat
scct

Integrations Supported

Akira AI
Apache PredictionIO
Claude Opus 4.5
Claude Sonnet 4
Claude Sonnet 4.5
DeepSeek
DeepSeek-V3
GPT-5.1-Codex-Max
GPT-5.3-Codex
Gemma
Grok 4.20
Grok 4.3
Kiro
Mistral NeMo
OpenAI o1-mini
Qwen2.5-Coder
Timbr.ai
WireMock
codebeat
scct

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Scala

Company Website

www.scala-lang.org

Company Facts

Organization Name

Deequ

Company Website

github.com/awslabs/deequ

Categories and Features

Categories and Features

Popular Alternatives

Popular Alternatives

Spark Streaming Reviews & Ratings

Spark Streaming

Apache Software Foundation
Apache Groovy Reviews & Ratings

Apache Groovy

The Apache Software Foundation
Apache Spark Reviews & Ratings

Apache Spark

Apache Software Foundation
MLlib Reviews & Ratings

MLlib

Apache Software Foundation
Apache Mahout Reviews & Ratings

Apache Mahout

Apache Software Foundation