dctools.utilities.xarray_utils

Functions for processing xr.Datasets and DataArrays.

Functions

assign_coordinate(ds, coord_name, ...)	Assign a coordinate with values and attributes to a dataset.
create_empty_dataset(dimensions)	Create an empty xarray Dataset from a dictionary of dimensions.
filter_dataset_by_depth(ds, depth_vals[, ...])	Filter a dataset (Argo-like) by keeping only values close to depth_vals within depth_tol.
filter_spatial_area(ds, lat_min, lat_max, ...)	Filters an xarray Dataset to only include data within a specified spatial area.
filter_time_interval(ds, start_time, end_time)	Filters an xarray Dataset to only include data within a specified time range.
filter_variables(ds, keep_vars)	Filter an xarray Dataset by keeping only some variables/coordinates.
get_time_info(ds)	Analyze the main time axis of an xarray Dataset.
netcdf_to_zarr(ds, zarr_path[, overwrite, ...])	Convert NetCDF file to Zarr (fully written, no lazy graph left).
preview_display_dataset(ds[, variables, ...])	Display a summary of the dataset handling memory constraints.
rename_coordinates(ds, rename_dict)	Rename coordinates/dimensions of an xarray Dataset using swap_dims.
rename_coords_and_vars(ds[, ...])	Rename variables and coordinates according to given dictionaries.
rename_variables(ds[, rename_dict])	Rename variables according to a given dictionary.
reset_time_coordinates(dataset)	Reset time coordinates values to a sequence starting at 0.
sanitize_for_zarr(ds)	Prepare dataset for Zarr writing by cleaning encoding and converting data types.
subset_variables(ds, list_vars)	Extract a sub-dataset containing only listed variables, preserving attributes.