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20 changes: 20 additions & 0 deletions README.md
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Expand Up @@ -17,8 +17,28 @@ measurable and reproducible on identical datasets and hardware.

</div>

## Related repositories

doppa is the middle stage of a three-repository pipeline built for the thesis (TBA4925, NTNU Geomatics).
The repos depend on each other end to end: datasets are published upstream, benchmarked here, and analysed
downstream.

```
doppa-data-contribution ──► doppa ──► doppa-analytics
publish datasets (this repo) read results, build
to blob storage run engines thesis figures/tables
write metrics
```

| Repository | Role | Link |
|------------|------|------|
| **doppa-data-contribution** | Downloads OSM, FKB, Microsoft Buildings, and municipality boundaries, normalizes them to the shared GeoParquet schema, and publishes them to the `contributions` blob container that this framework reads | [kartAI/doppa-data-contribution](https://github.com/kartAI/doppa-data-contribution) |
| **doppa** | Reproducible benchmarking framework. Consumes the published datasets, runs the spatial-query benchmarks on Azure, and writes per-iteration samples and cost rows back to blob storage *(this repo)* | — |
| **doppa-analytics** | Reads the benchmark result Parquet from blob storage, runs the statistical tests (Wilcoxon, bootstrapped CIs, Vargha–Delaney Â12), and generates the thesis figures and LaTeX tables | [kartAI/doppa-analytics](https://github.com/kartAI/doppa-analytics) |

## Table of contents

- [Related repositories](#related-repositories)
- [Research gaps addressed](#research-gaps-addressed)
- [Benchmarking framework](#benchmarking-framework)
- [Measurement loop](#measurement-loop)
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