{"library":"downstream","type":"library","category":null,"description":"downstream provides efficient, constant-space algorithms for stream curation, including deduplication, filtering, and counting. Current version 1.22.0 supports Python >=3.10. Releases are regular, with breaking changes documented in changelog.","language":"python","status":"active","version":"1.22.0","tags":["streaming","bloom-filter","count-min-sketch","deduplication","probabilistic-data-structures"],"last_verified":"Fri May 01","install":[{"cmd":"pip install downstream","imports":["from downstream import BloomFilter","from downstream import CountMinSketch"]}],"homepage":null,"github":"https://github.com/mmore500/downstream.git","docs":null,"changelog":null,"pypi":"https://pypi.org/project/downstream/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":null}