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

kelindar/column

High-performance, columnar, in-memory store with bitmap indexing in Go observed · 2026-08-28

github.com/kelindar/column · Go · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

36/100

  • Activity 29
  • Release rhythm 8
  • Longevity 100
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: 1925
  • days_rel: n/a
  • days_push: 431
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1512 stars · 68 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Go library providing a high-performance, columnar, in-memory storage engine with bitmap indexing. It supports fast querying, batch updates, SIMD-enabled aggregation and filtering, transactions, and change data streams with zero heap allocations during queries.

Use cases

  • store and query millions of rows in memory in Go
  • build fast columnar filtering with bitmap indexes
  • run zero-allocation aggregate queries like sum and avg
  • stream database commits as a change data feed
  • snapshot an in-memory collection to disk
  • implement TTL-based row expiration in a Go service

When to choose

  • you need an embedded, in-memory columnar store inside a Go application
  • query performance and cache efficiency matter more than persistence features
  • you want transactional updates with bitmap-based filtering
  • you need change data capture from an in-memory dataset

When to avoid

  • you need durable disk-based storage with full ACID guarantees
  • you need SQL, joins, or a client-server database
  • your dataset doesn't fit in memory
  • you're not working in Go

Facets

library · maturity active

database search-engine caching concurrency databases analytics performance go windows columnar-storage bitmap-index in-memory-database soa simd zero-allocation real-time linux macos

1 source

Member repositories

RepositoryRoleHealth v2
kelindar/columnmain36

For agents

markdown · JSON · MCP: product_card(name="kelindar/column")

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