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Add metadata handling object #149
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oiffrig
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Aug 4, 2023
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Thanks! Looks good so far, I'll try it out
… fieldlist notebook
… fieldlist notebook
sandorkertesz
changed the title
WIP: add metadata handling object
Add metadata handling object
Aug 14, 2023
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Relates to #146
Still work in progress but there is a basic implementation.
The implementation contains the base class Metadata and the following derived classes:
See the notebook for examples: https://earthkit-data.readthedocs.io/en/feature-metadata-object/examples/metadata.html
The new classes
Field
andFieldList
provide abstraction for fields and fieldlists. The GRIB implementation and the newly created numpy field + fieldlist are based on these (the NetCDF fieldlist is still to be redesigned):NumpyField
is a combination of a numpy array and aMetadata
object, whileNumpyFieldList
is a sequence of these fields. ANumpyFieldList
can be created withFieldList.from_numpy()
. It has an experimental write support.The following example shows how to create a
NumpyFieldList
from the results of field based computations: https://earthkit-data.readthedocs.io/en/feature-metadata-object/examples/numpy_fieldlist.html