deepseek-ai/smallpond
A lightweight data processing framework built on DuckDB and 3FS. observed · 2026-10-12
Health v2 · maintenance only
21/100
- Activity 1
- Release rhythm 35
- Longevity 43
Flags: no_releases
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: n/a
- age_days: 603
- days_rel: n/a
- days_push: 594
- n_releases_24m: 0
Adoption not part of the score
5017 stars · 454 forks observed · 2026-10-12
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Smallpond is a lightweight distributed data processing framework built on DuckDB and DeepSeek's 3FS shared file system. It lets users process petabyte-scale datasets with SQL and dataframe-style operations without running long-lived services.
Use cases
- process large parquet datasets with SQL
- sort terabytes of data across a cluster
- run distributed group-by aggregations on parquet files
- batch ETL over a shared filesystem
- repartition and transform big datasets in Python
When to choose
- you need DuckDB-style SQL processing scaled to many nodes
- you have a shared filesystem like 3FS and want no long-running services
- you want lightweight batch processing of parquet data at PB scale
When to avoid
- you need streaming or real-time processing
- you want a full Spark/Flink ecosystem with rich connectors
- you only process small datasets that fit on one machine
Facets
framework · maturity active
etl data-science database streaming big-data data-science python duckdb distributed-data-processing parquet sql 3fs dataframe data-engineering linux docker
2 sources
- readme: https://github.com/deepseek-ai/smallpond · fetched 2026-10-12 · 8ad6562a5fec
- registry_pypi: https://pypi.org/pypi/smallpond/json · fetched 2026-08-29 · a0658b59a795
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| deepseek-ai/smallpond | main | 21 |
For agents
markdown · JSON · MCP: product_card(name="deepseek-ai/smallpond")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem