Xarray_filters Quarter 3, 2017 Priorities

[PeterDSteinberg]

Xarray_filters Quarter 3, 2017 Priorities

Let's address the checklist below in approximately the order shown, aiming to get this list done by AGU December.

Docs / cleanup / promotion of Elm and related tools

• Create docs for xarray_filters Create docs for xarray_filters #21
• Consolidate examples Consolidate examples #24
• Create a notebook where parts of the row dimension MultiIndex become features Create a notebook where parts of the row dimension MultiIndex become features #23

Bugs:

• from_features is broken if rows are dropped after to_features from_features is broken if rows are dropped after to_features #27
• Usage of inspect module in elm/earthio/xarray_filters Usage of inspect module in elm/earthio/xarray_filters #12

Related to data structure flexibility long term epic 202:

The following are related to synthetic data set generation (EDIT [Peter] on Oct 31 - Let's make the issues that are specific to xarray_filters.datasets lowest priority out of any of the Elm/Earthio/Xarray_filters Quarter 3, 2017 Priorities issues - could be post-AGU if needed]):

• Default arguments for xarray_filters.datasets.make_* functions Default arguments for xarray_filters.datasets.make_* functions #17
• Add more domain specific transformations to XyTransformer Add more domain specific transformations to XyTransformer #6
• Support remaining sklearn make_* simulation functions Support remaining sklearn make_* simulation functions #5
• Use the new datashader regridding tools when available Use the new datashader regridding tools when available #1

And support for FeatureUnion based on dask will speed up many workflows:

• Parallelism of FeatureUnion for xarray_filters Parallelism of FeatureUnion for xarray_filters #22 - We can use the notebook creation to experiment with FeatureUnion from daskml (formerly the FeatureUnion of dask-searchcv)

cc @gbrener @hsparra

[gbrener]

Quick note - I added #29 to address dev package uploading from successful CI builds. Not sure how/if it works into these bullets priority-wise.

[PeterDSteinberg]

Agreed #29 is something we need soon - lack of CI build upload in xarray_filters is causing corresponding Elm CI problems.

[gbrener]

@PeterDSteinberg - since this checklist was created, there have been additional issues created. Do we want to update the checklist to reflect these issues, or address them in Q4?

[PeterDSteinberg]

Let's keep it updated for things like the specific documentation or bugs we discuss fixing before AGU December, e.g. #41 .