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Tom 2025-02-12 13:00:15 +00:00
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What we have now is a tree of dense datacubes which represents a single larger sparse datacube in a more compact manner. For want of a better word we'll call it a Qube.
### HTML Output
```{code-cell} python3
q.compress().html()
````
## API
Qubed will provide a core compressed tree data structure called a Qube with:
Methods to convert to and from:
- [x] A human readable representation like those seen above.
- [x] An HTML version where subtrees can be collapsed.
- [ ] An compact protobuf-based binary format
- [x] Nested python dictionaries or JSON
- [/] The output of [fdb list](https://confluence.ecmwf.int/display/FDB/fdb-list)
- [ ] [mars list][mars list]
- [ ] [constraints.json][constraints]
- [x] A human readable representation like those seen above.
- [x] An HTML version where subtrees can be collapsed.
- [ ] An compact protobuf-based binary format
- [x] Nested python dictionaries or JSON
- [/] The output of [fdb list](https://confluence.ecmwf.int/display/FDB/fdb-list)
- [ ] [mars list][mars list]
- [ ] [constraints.json][constraints]
[constraints]: (https://object-store.os-api.cci2.ecmwf.int/cci2-prod-catalogue/resources/reanalysis-era5-land/constraints_a0ae5b42d67869674e13fba9fd055640bcffc37c24578be1f465d7d5ab2c7ee5.json
[mars list]: https://git.ecmwf.int/projects/CDS/repos/cads-forms-reanalysis/browse/reanalysis-era5-single-levels/gecko-config/mars.list?at=refs%2Fheads%2Fprod
Useful algorithms:
- [x] Compression
- [/] Union/Intersection/Difference
- [x] Compression
- [/] Union/Intersection/Difference
Performant Membership Queries
- Identifier membership
- Datacube query (selection)
- Identifier membership
- Datacube query (selection)
Metadata Storage

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from . import rust as backend
# from . import rust as backend
from .Qube import Qube