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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.
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## API
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## API
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Qubed will provide a core compressed tree data structure called a Qube with:
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Methods to convert to and from:
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- [x] A human readable representation like those seen above.
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- [x] An HTML version where subtrees can be collapsed.
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- [ ] An compact protobuf-based binary format
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- [x] Nested python dictionaries or JSON
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- [/] The output of [fdb list](https://confluence.ecmwf.int/display/FDB/fdb-list)
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- [ ] [mars list][mars list]
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- [ ] [constraints.json][constraints]
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- [x] A human readable representation like those seen above.
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- [x] An HTML version where subtrees can be collapsed.
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- [ ] An compact protobuf-based binary format
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- [x] Nested python dictionaries or JSON
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- [ ] The output of [fdb list](https://confluence.ecmwf.int/display/FDB/fdb-list)
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- [ ] [mars list][mars list]
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- [ ] [constraints.json][constraints]
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[constraints]: (https://object-store.os-api.cci2.ecmwf.int/cci2-prod-catalogue/resources/reanalysis-era5-land/constraints_a0ae5b42d67869674e13fba9fd055640bcffc37c24578be1f465d7d5ab2c7ee5.json
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[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
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Useful algorithms:
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- [x] Compression
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- [/] Union/Intersection/Difference
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- [x] Compression
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- [ ] Union/Intersection/Difference
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Performant Membership Queries
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- Identifier membership
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- Datacube query (selection)
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- [x] Identifier membership
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- [x] Datacube queries (selection)
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Metadata Storage
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- [ ] The ability to store metadata on the tree that is unique per leaf node.
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