Add Linked data benchmarks
- Lenguaje dominante
- Rust
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Descripción
**Is your feature request related to a problem or challenge? Please describe what you are trying to do.**
Recently I came across LDBC benchmarks which is focused on graph-like workloads. I'm wondering whether Datafusion already covers the features the queries need. While I don't think it's as important as TPC-H it'd increase the coverage helping to identify performance regressions during the Datafusion development. This would be an extra tool to get a broader picture in a structured way (at least more structured than ad-hoc queries)
**Describe the solution you'd like**
Supporting the queries written for PostgreSQL: https://github.com/ldbc/ldbc_snb_bi/tree/main/postgres/queries .
**Describe alternatives you've considered**
Not implementing it. Optimizing Datafusion to perform well on this particular benchmark is out of the scope as well. My assumption is that OLAP should be first-class and this should be a second class target.
**Additional context**
While it's not an OLAP workload, I believe Datafusion would perform relatively or extremely well.
Cc @Dandandan IIRC you contributed the most (CTE+UNION ALL) in this field
Guía de contribución
Línea de trabajo
Comience revisando las consultas SQL del repositorio LDBC SNB BI enlazado y comprobando qué funcionalidades de DataFusion SQL requieren, especialmente la compatibilidad con CTE y UNION ALL. Confirme que el conjunto de consultas puede ejecutarse en DataFusion y defina una cobertura de benchmark que pueda revelar regresiones de rendimiento sin optimizar específicamente para esta carga de trabajo.
Escrito por el modelo de indexación a partir del texto del issue.
Evaluación
- Stack tecnológico
- postgresql, rust
- Área
- databases, performance, testing
- Tipo de issue
- Nueva funcionalidad
- Dificultad
- 5/5
- Tiempo estimado
- Más de una semana
- Estado de actividad
- Estancado
- Claridad
- Bastante claro
- Aptitud para principiantes
- 35/100