DOAJ Open Access 2026

Knows: A flexible and reproducible property graph generator

Łukasz Szeremeta

Abstrak

Knows is a command-line property graphs generator for prototyping, testing, database development, and scientific or educational purposes. The tool emphasizes zero-configuration defaults with optional parameters for simple use cases, while also supporting optional schema files for custom graph structures. Knows exports to multiple formats (including YARS-PG, GraphML, CSV, Cypher, and JSON), includes a minimal built-in visualizer, and ensures reproducibility across formats via an optional random seed. The tool is widely available on PyPI and Docker Hub, and is ready for use by researchers, developers, educators, students, and anyone working with graph data.

Topik & Kata Kunci

Penulis (1)

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Łukasz Szeremeta

Format Sitasi

Szeremeta, Ł. (2026). Knows: A flexible and reproducible property graph generator. https://doi.org/10.1016/j.softx.2026.102510

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Informasi Jurnal
Tahun Terbit
2026
Sumber Database
DOAJ
DOI
10.1016/j.softx.2026.102510
Akses
Open Access ✓