python3-xarray-datatree 0.0.14-2 (amd64 binary) in ubuntu plucky
Datatree provides hierarchical data structure, more flexible than
a single xarray.Dataset object.
It is able to represent netCDF files / Zarr stores with multiple
nested groups in a single in-memory object, but datatree.DataTree
objects have many other uses, such as:
.
* organising many related datasets, e.g. results of the same
experiment with different parameters, or simulations of the same
system using different models,
* analysing similar data at multiple resolutions simultaneously,
such as when doing a convergence study,
* comparing heterogenous but related data, such as experimental
and theoretical data, I/O with nested data formats such as
netCDF / Zarr groups.
.
The approach used is based on benbovy's DatasetNode example, the
basic idea is that each tree node wraps a up to a single
xarray.Dataset. The differences are that datatree:
.
* uses a node structure inspired by anytree for the tree,
* implements path-like getting and setting,
* has functions for mapping user-supplied functions over every
node in the tree,
* automatically dispatches some of xarray.Dataset's API over every
node in the tree (such as .isel),
* has a bunch of tests,
* has a printable representation
Details
- Package version:
- 0.0.14-2
- Status:
- Published
- Component:
- universe
- Priority:
- Optional
Downloadable files
- python3-xarray-datatree_0.0.14-2_all.deb (43.2 KiB)
Package relationships
- Depends on: