Ross ROSS = Recommend OSS · open-source software intelligence for agents

Deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets. observed · 2026-10-08

github.com/awslabs/deequ · Scala · Apache-2.0 (permissive) observed · 2026-10-08

Health v2 · maintenance only

96/100

  • Activity 95
  • Release rhythm 95
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 6
  • age_days: 2996
  • days_rel: 34
  • days_push: 34
  • n_releases_24m: 14

Full methodology

Adoption not part of the score

3648 stars · 586 forks observed · 2026-10-08

Summary

No AI-extracted summary yet.

Member repositories

RepositoryRoleHealth v2
awslabs/deequmain96
awslabs/python-deequsdk93

For agents

markdown · JSON · MCP: product_card(name="awslabs/deequ")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem