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Adds new diagnostic, Energy diagnostics (#1033)

* adding initial implementation of the energy budget diagnostics helper functions
* scale the energy exchanges by the elapsed time if reducing along that dimension
* adding a test for preserving the horizontal dimensions
* adding tests to ensure the budgets and exchanges functions work with dask arrays
* adding comment describing the variables and dimensions for the energy components in the notebook
* adding NaN checking for input fields
* adding supports for flexible dimension names
* adding (optional) support for multiple moisture species (vapour, liquid, ice) when computing the internal energy
* adding energy budgets notebook to the tutorial gallery

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