InferenceData#
Constructor#
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Container for inference data storage using xarray. |
Attributes#
InferenceData
objects store xarray.Dataset
as attributes.
The InferenceData schema specification contains the guidance related to these attributes.
get_index method is extended from xarray.Dataset methods. |
IO / Conversion#
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Convert InferenceData to a |
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Write InferenceData to a json file. |
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Initialize object from a netcdf file. |
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Write InferenceData to netcdf4 file. |
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Initialize object from a zarr store or path. |
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Convert InferenceData to a |
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chunk method is extended from xarray.Dataset methods. |
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compute method is extended from xarray.Dataset methods. |
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load method is extended from xarray.Dataset methods. |
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persist method is extended from xarray.Dataset methods. |
unify_chunks method is extended from xarray.Dataset methods. |
Dictionary interface#
Return all groups present in InferenceData object. |
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Return a view over the groups and datasets present in the InferenceData object. |
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Return a view over the Xarray Datasets present in the InferenceData object. |
InferenceData contents#
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Add new groups to InferenceData object. |
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Extend InferenceData with groups from another InferenceData. |
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assign method is extended from xarray.Dataset methods. |
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assign_coords method is extended from xarray.Dataset methods. |
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Perform xarray renaming of variable and dimensions on all groups. |
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Perform xarray renaming of dimensions on all groups. |
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set_coords method is extended from xarray.Dataset methods. |
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set_index method is extended from xarray.Dataset methods. |
Indexing#
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Perform an xarray selection on all groups. |
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Perform an xarray selection on all groups. |
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reset_index method is extended from xarray.Dataset methods. |
Computation#
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Apply a function to multiple groups. |
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cumsum method is extended from xarray.Dataset methods. |
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max method is extended from xarray.Dataset methods. |
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mean method is extended from xarray.Dataset methods. |
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median method is extended from xarray.Dataset methods. |
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min method is extended from xarray.Dataset methods. |
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quantile method is extended from xarray.Dataset methods. |
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sum method is extended from xarray.Dataset methods. |
Reshaping and reorganizing#
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Perform an xarray stacking on all groups. |
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Perform an xarray unstacking on all groups. |