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Prototype package for multidimensional processing of xarray

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Silverpieces

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Silverpieces is the codename for a general purpose library for processing N-dimensional arrays of data. The primary use case as of 2019-07 is to extract statistical information from multivariate spatial-temporal grids (lat/lon/time), building on top of xarray. Silverpieces subscribes to the goals of the Pangeo community.

License

MIT-derived (see License.txt)

Installation

DRAFT

In line with the stated intent of major Python scientific libraries, Silverpieces will only aim to run on Python 3.

Set up using conda, or

If using pip:

pip install -r requirements.txt
python setup.py install

Documentation

Example

Notebooks provide some examples of usage. You can use:

  • Docker, running docker-compose up will create a docker container running on jupyter port 8199 containing the examples.
  • or manually set up a conda environment in the notebook readme

Related work

Silverpieces started to cater for operations on data cubes that go beyond xarray current built-in options. Possibly related work includes:

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Prototype package for multidimensional processing of xarray

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  • Jupyter Notebook 89.8%
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