Drivers

Base

BaseDriver(*, filesystem, ...)

Base class for different drivers.

RasterDataset

RasterDatasetDriver(*, filesystem, ...)	Abstract Driver to read GeoDataFrames.
RasterDatasetDriver.read(uris, *[, mask, ...])	Read in any compatible data source to an xarray Dataset.
RasterDatasetDriver.write(path, ds, **kwargs)	Write out a RasterDataset to file.

RasterDatasetXarrayDriver

RasterDatasetXarrayDriver(*, filesystem, ...)	Driver for RasterDataset using the xarray library: raster_xarray.
RasterDatasetXarrayDriver.read(uris, *[, ...])	Read zarr data to an xarray DataSet.
RasterDatasetXarrayDriver.write(path, ds, ...)	Write the RasterDataset to a local file using zarr.

RasterioDriver

RasterioDriver(*, filesystem, ...)	Driver for RasterDataset using the rasterio library: rasterio.
RasterioDriver.read(uris, *[, mask, ...])	Read data using rasterio.
RasterioDriver.write(path, ds, **kwargs)	Write out a RasterDataset using rasterio.

GeoDataFrame

GeoDataFrameDriver(*, filesystem, ...)	Abstract Driver to read GeoDataFrames.
GeoDataFrameDriver.read(uris, *[, metadata, ...])	Read in any compatible data source to a geopandas GeoDataFrame.
GeoDataFrameDriver.write(path, gdf, **kwargs)	Write out a GeoDataFrame to file.

PyogrioDriver

PyogrioDriver(*, filesystem, ...)	Driver for GeoDataFrame using the pyogrio library: pyogrio.
PyogrioDriver.read(uris, *[, mask, ...])	Read data using pyogrio.
PyogrioDriver.write(path, gdf, **kwargs)	Write out a GeoDataFrame to file using pyogrio.

GeoDataFrameTableDriver

GeoDataFrameTableDriver(*, filesystem, ...)	Driver for GeoDataFrame from tabular formats: geodataframe_table.
GeoDataFrameTableDriver.read(uris, *[, ...])	Read tabular data using a combination of the pandas and geopandas libraries.
GeoDataFrameTableDriver.write(path, gdf, ...)	Write out a GeoDataFrame to file.

DataFrame

DataFrameDriver(*, filesystem, ...)	Abstract Driver to read DataFrames.
DataFrameDriver.read(uris, *[, variables, ...])	Read in any compatible data source to a pandas DataFrame.
DataFrameDriver.write(path, df, **kwargs)	Write out a DataFrame to file.

PandasDriver

PandasDriver(*, filesystem, ...)	Driver for DataFrames using the pandas library: pandas.
PandasDriver.read(uris, *[, variables, ...])	Read in any compatible data source to a pandas DataFrame.
PandasDriver.write(path, df, **kwargs)	Write out a DataFrame to file.

GeoDataset

GeoDatasetDriver(*, filesystem, ...)	Abstract Driver to read GeoDatasets.
GeoDatasetDriver.read(uris, *[, mask, ...])	Read in any compatible data source to an xarray Dataset.
GeoDatasetDriver.write(path, ds, **kwargs)	Write out a GeoDataset to file.

GeoDatasetXarrayDriver

GeoDatasetXarrayDriver(*, filesystem, ...)	Driver for GeoDataset using the xarray library: geodataset_xarray.
GeoDatasetXarrayDriver.read(uris, *[, mask, ...])	Read zarr data to an xarray DataSet.
GeoDatasetXarrayDriver.write(path, ds, **kwargs)	Write the GeoDataset to a local file using zarr.

GeoDatasetVectorDriver

GeoDatasetVectorDriver(*, filesystem, ...)	Driver for GeoDataset using hydromt vector: geodataframe_vector.
GeoDatasetVectorDriver.read(uris, *[, mask, ...])	Read tabular datafiles like csv or parquet into to an xarray DataSet.
GeoDatasetVectorDriver.write(path, ds, **kwargs)	Not implemented.

Dataset

DatasetDriver(*, filesystem, ...)	Abstract Driver to read Datasets.
DatasetDriver.read(uris, *[, variables, ...])	Read in any compatible data source to an xarray Dataset.
DatasetDriver.write(path, ds, **kwargs)	Write out a Dataset to file.

DatasetXarrayDriver

DatasetXarrayDriver(*, filesystem, ...)	Driver for Dataset using xarray: dataset_xarray.
DatasetXarrayDriver.read(uris, *[, ...])	Read zarr data to an xarray DataSet.
DatasetXarrayDriver.write(path, ds, **kwargs)	Write the Dataset to a local file using zarr.

Preprocessing

preprocessing.harmonise_dims(ds)	Harmonise lon-lat-time dimensions.
preprocessing.remove_duplicates(ds)	Remove duplicates from the 'time' index.
preprocessing.round_latlon(ds[, decimals])	Round the x and y dimensions to latlon.
preprocessing.to_datetimeindex(ds)	Convert the 'time' index to datetimeindex.