Todo list

The todo list forms the roadmap for this project. Feel free to add. If a suggestion requires more information. Please create an issue first.

IO

• Support older Silixa files
• Support Sensornet files
• Set compression defaults for saving to netCDF
• Use CF-conventions when saving to netCDF where possible
• Check default timezone ('Etc\GMT')

DataStore

• use 'distance' instead of 'x' label.
• order of dimensions in datastore should not matter
• resample method (with attributes). Currently resampling returns an xarray.DataSet object
• Check if xarray methods return a DataStore or DataSet
• Change 'xarray.DataStore' object name to 'dtscalibration.DataStore'
• Make sure different time coordinates are passed from the xml to the DataStore
• Add the xml filename time to the DataStore
• Xarray can do out of core computing. Why are memory errors still an issue? Write solution as example notebook.

Tests

• Add dask test (as the tests do not use it because of the autoload of small files)
• Either remove everything from codecov or make it work/update

Readme/Contributing.rst

• Clean up the README.rst. Refractor development content. Add Windows instructions
• Add pandoc installation to guide of running tests
• How to do a version upgrade
• Minimum versions of the dependencies required?
• Support Python 3.7?

Example notebooks

• Show how slicing and basic math functions across (mean, min, max, std) work
• More plot examples
• Calibration report
• Also export the notebooks to scripts in Examples/Scripts

Calibration

• Use mean and covariance of calibration parameters from previous calibration