# AWS Deequ - **Canonical URI:** https://www.vioscale.ai/software/aws-deequ - **Category:** Data Quality - **Homepage:** https://github.com/awslabs/deequ - **Also known as:** aws-deequ - **Profile claimed by vendor:** no - **Last updated:** 2026-08-26T19:14:42.683Z ## Vioscale score **39 / 100**, confidence 31% (low). Computed 2026-09-01. Composite of weighted, independently-sourced signals (no user reviews, no vendor payment). | Signal | Score | Weight | Contribution | Evidence present | |---|--:|--:|--:|:--:| | price_level | 100 | 0.052 | 5.2 | ✓ | | reliability | 0 | 0.073 | 0 | - | | capabilities | 0 | 0.084 | 0 | - | | repo_stars | 67.2 | 0.026 | 1.7 | ✓ | | integrations | 13.7 | 0.09355555555555557 | 1.3 | ✓ | | dependent_projects | 24.4 | 0.063 | 1.5 | ✓ | | dev_activity | 9.5 | 0.094 | 0.9 | ✓ | | release_cadence | 80 | 0.052 | 4.2 | ✓ | | security_posture | 5 | 0.073 | 0 | - | | package_downloads | 0 | 0.136 | 0 | - | | security_score | 67 | 0.042 | 2.8 | ✓ | | pricing_transparency | 25 | 0.084 | 2.1 | ✓ | | community_qa_activity | 0 | 0.063 | 0 | - | ## Pricing _As of 2026-08-18, [verify at source](https://github.com/pricing). Independently observed._ Open source · Free tier ## About A library built on Apache Spark that enables users to define and execute validation tests against large datasets to assess and verify data quality. _Independently observed._ ## Platform & deployment - **Deployment:** Self-hosted ## Integrations (2) _Independently observed._ - Apache Spark - Python ## Release history | Version | Date | Type | |---|---|---| | [2.0.21](https://github.com/awslabs/deequ/releases/tag/2.0.21) | 2026-06-18 | stable | | [2.0.20](https://github.com/awslabs/deequ/releases/tag/2.0.20) | 2026-06-16 | stable | | [2.0.19](https://github.com/awslabs/deequ/releases/tag/2.0.19) | 2026-06-15 | stable | | [2.0.18](https://github.com/awslabs/deequ/releases/tag/2.0.18) | 2026-06-08 | stable | | [2.0.16](https://github.com/awslabs/deequ/releases/tag/2.0.16) | 2026-03-30 | stable | | [2.0.15](https://github.com/awslabs/deequ/releases/tag/2.0.15) | 2026-03-26 | stable | | [2.0.14](https://github.com/awslabs/deequ/releases/tag/2.0.14) | 2026-03-23 | stable | | [2.0.13](https://github.com/awslabs/deequ/releases/tag/2.0.13) | 2025-11-04 | stable | | [2.0.12](https://github.com/awslabs/deequ/releases/tag/2.0.12) | 2025-08-19 | stable | | [2.0.11](https://github.com/awslabs/deequ/releases/tag/2.0.11) | 2025-08-12 | stable | | [2.0.10](https://github.com/awslabs/deequ/releases/tag/2.0.10) | 2025-04-23 | stable | | [2.0.9](https://github.com/awslabs/deequ/releases/tag/2.0.9) | 2025-04-23 | stable | | [2.0.8](https://github.com/awslabs/deequ/releases/tag/2.0.8) | 2025-04-23 | stable | | [2.0.7](https://github.com/awslabs/deequ/releases/tag/2.0.7) | 2024-07-02 | stable | | [2.0.6](https://github.com/awslabs/deequ/releases/tag/2.0.6) | 2023-11-13 | stable | _… and 5 earlier release(s)._ ## Security & compliance Known vulnerabilities: 0 (0 in the last 12 months) ([source](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.amazon.deequ%3Adeequ&per_page=100)). A count reflects scale and disclosure, not quality. ## Facts Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule. ### pricing | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | pricing.model | commercial | [link](https://github.com/awslabs/deequ) | 2026-08-26 | 40% (low) | | pricing.free_tier | yes | [link](https://github.com/pricing) | 2026-08-18 | 60% (medium) | | pricing.price_level | free | [link](https://github.com/pricing) | 2026-08-18 | 60% (medium) | ### integrations | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | integrations.count | 2 | [link](https://github.com/pricing) | 2026-08-18 | 60% (medium) | ### market | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | [link](https://github.com/pricing) | 2026-08-18 | 75% (high) | ### security | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | security.disclosure_policy | yes | [link](https://github.com/pricing) | 2026-08-18 | 60% (medium) | | security.scorecard | 6.7 | [link](https://api.securityscorecards.dev/projects/github.com/awslabs/deequ) | 2026-08-26 | 90% (high) | | security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.amazon.deequ%3Adeequ&per_page=100","last_12m":0,"max_severity":null}` | [link](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=com.amazon.deequ%3Adeequ&per_page=100) | 2026-08-26 | 90% (high) | ### activity | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | activity.commits_last_30d | 1 | [link](https://github.com/awslabs/deequ/pulse) | 2026-08-18 | 65% (medium) | ### adoption | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | adoption.github_stars | 3,643 | [link](https://github.com/awslabs/deequ) | 2026-08-26 | 90% (high) | | adoption.dependent_repos | 28 | [link](https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fawslabs%2Fdeequ) | 2026-08-26 | 85% (high) | ### language | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | language.primary | Scala | [link](https://github.com/awslabs/deequ) | 2026-08-26 | 90% (high) | ### license | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | license.spdx | Apache-2.0 | [link](https://github.com/awslabs/deequ) | 2026-08-26 | 95% (high) | ### release | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | release.cadence_days | 36 | [link](https://github.com/awslabs/deequ/releases) | 2026-08-26 | 70% (medium) | --- *Source: Vioscale (https://www.vioscale.ai/software/aws-deequ). Independent, evidence-based software intelligence. Cite the canonical URI.*