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

apache/hive

Apache Hive observed · 2026-08-28

github.com/apache/hive · homepage · Java · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

77/100

  • Activity 99
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 6314
  • days_rel: n/a
  • days_push: 7
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

6015 stars · 4794 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Apache Hive is a distributed, fault-tolerant data warehouse system that enables reading, writing, and managing petabytes of data in distributed storage using SQL. Built on Hadoop with Tez-based query execution, it includes the Hive Metastore as a central metadata repository and supports Iceberg tables, UDFs, and cloud object storage.

Use cases

  • run SQL analytics over petabytes of data in HDFS or S3
  • set up a central metadata catalog for a data lake
  • perform ETL and reporting on large distributed datasets
  • query Iceberg tables with a SQL engine
  • extend SQL with custom user-defined functions
  • provide a metastore for Spark, Presto, or Trino

When to choose

  • you need SQL analytics at massive scale over distributed storage
  • you want a battle-tested, enterprise-proven data warehouse with Kerberos security
  • you need a central metastore shared across multiple query engines
  • your workloads are OLAP/batch, not transactional

When to avoid

  • you need online transaction processing (OLTP) with low-latency writes
  • your datasets are small enough for a single-node database like PostgreSQL
  • you want a lightweight embedded analytics engine without Hadoop ecosystem dependencies

Facets

application · maturity active

database etl search-engine analytics big-data databases analytics jvm cloud data-warehouse sql hadoop hive-metastore tez iceberg distributed-sql olap data-engineering docker linux

9 sources

Member repositories

RepositoryRoleHealth v2
apache/hivemain77

For agents

markdown · JSON · MCP: product_card(name="apache/hive")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem