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

bytedance/bitsail

BitSail is a distributed high-performance data integration engine which supports batch, streaming and incremental scenarios. BitSail is widely used to synchronize hundreds of trillions of data every day. observed · 2026-08-28

github.com/bytedance/bitsail · homepage · Java · Apache-2.0 (permissive) · archived observed · 2026-08-28

Health v2 · maintenance only

10/100

  • Activity 0
  • Release rhythm 8
  • Longevity 100

Flags: archived

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1434
  • days_rel: n/a
  • days_push: 975
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1675 stars · 332 forks observed · 2026-08-28

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

BitSail is ByteDance's open-source distributed data integration engine built on Flink, supporting batch, streaming, and incremental data synchronization between heterogeneous data sources. It provides schema synchronization, dirty data collection, flow control, and lakehouse integration at massive scale.

Use cases

  • sync data between heterogeneous databases at scale
  • build batch and streaming data pipelines
  • load data into a data lake or warehouse
  • handle incremental data synchronization
  • collect and quarantine dirty records during ETL
  • run distributed cloud-native data integration jobs

When to choose

  • you need high-throughput, distributed data synchronization across many source types
  • you want one engine covering batch, streaming, and incremental scenarios
  • you need schema evolution and dirty data handling built in
  • you already run Flink or Hadoop-based infrastructure

When to avoid

  • you need a lightweight single-node ETL tool for small datasets
  • your team cannot operate JVM/Flink-based distributed systems
  • you need a connector for a source BitSail does not support
  • you want a tool with a large active community - development activity has slowed

Facets

framework · maturity maintenance

etl streaming data-science monitoring big-data databases analytics jvm cloud self-hosted data-integration flink data-lake data-synchronization batch-streaming apache-license data-engineering docker

2 sources

Member repositories

RepositoryRoleHealth v2
bytedance/bitsailmain10

For agents

markdown · JSON · MCP: product_card(name="bytedance/bitsail")

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