[gdal-dev] NetCDF driver improvements (including groups support)
Joaquim Luis
jluis at ualg.pt
Sat Feb 7 14:57:44 PST 2015
Julian,
Thanks for the offering.
One thing, could you please check if with your improvements the bug #5291
is fixed?
Thanks
Joaquim
> Hi GDAL team,
>
> I've implemented several improvements to the NetCDF driver and I would
> like to provide them to the community.
> Main goal of the changes is to add full support of NetCDF-4 including
> groups.
> NetCDF-4 is the future format of ESA Sentinel-3 products (no groups) and
> NASA Ocean Color team is switching their L2/L3 products to NetCDF-4 with
> groups (VIIRS has already switched to the new format in December).
> With the changes NASA L2 products geolocation is automatically handled
> as geolocation arrays and can be reprojected using gdalwarp.
>
> I validated with autotests that nothing is broken in tests netcdf.py
> (excepting test 13 but see my point 5), netcdf_cf.py and hdf5.py, using
> NetCDF-3 and 4 libraries.
> I've also tested the new functionalities on various NetCDF-4 files.
> I think the only possible regression could be for marginal cases where a
> file was seen directly as a dataset and is now seen as multiple
> subdatasets (for example if a file has only one var in the top group and
> has nested groups containing variables), but I think this is not very
> common.
>
> For the moment I have all these changes in local GIT separated commits
> on the latest gdal-1.11 branch, let me know what changes you want and
> how can I provide them.
>
> Changes :
>
> 1) Implement full support for NetCDF-4 groups on reading:
> - explore recursively all nested groups to create the subdatasets
> list
> - subdatasets in nested groups use the /group1/group2/.../groupn/var
> standard
> NetCDF-4 convention, excepting for variables in the root group
> which do not
> have a leading slash for backward compatibility
> - when accessing a subdataset using NETCDF:$file:$path, the leading
> slash is optional
> - global attributes of each nested group are also collected in the
> GDAL dataset
> metadata, using the same convention
> /group1/group2/.../groupn/NC_GLOBAL#attr_name,
> excepting for the root group which do not have a leading slash for
> backward compatibility
> - when searching for a variable containing auxiliary information on
> the selected subdataset,
> like coordinate variables or grid_mapping, we now also search in
> parent groups (using NCDFResolveVar).
> I now this is something not specified at this time in the CF
> convention because CF does not know groups,
> but it seems logical to me to support this: NetCDF-4 specifies
> that dimensions of a group are
> shared to its nested groups, so associated coordinate variables
> could be defined as the same level of its
> corresponding dimension.
> - reference to coordinate variables using the "coordinates"
> attribute support now also absolute paths,
> this allow for example to specify coordinate variables located
> outside the group of the selected variable
> or its parents. Relative paths could be implemented if needed.
> This feature is used to add support for new NASA Ocean Color L2
> products.
>
> 2) Implement full read/write support for new NetCDF4 types NC_UBYTE,
> NC_USHORT, NC_UINT and NC_STRING, only if NETCDF_HAS_NC4 is defined (and
> only if format=NC4 for writing).
> Support implemented for variables and attributes.
> NC_STRING type is supported for reading (scalar and arrays)
> attributes and is used for writing only for array attributes (scalar are
> still written as NC_CHAR).
> If NETCDF_HAS_NC4 is not defined or format!=NC4, NC_STRING array
> attributes are written as a single NC_CHAR string using the GDAL
> {v1,v2,...} convention.
> Add missing support for NC_BYTE in CreateBandMetadata() and
> NC_BYTE/SHORT in NCDFPut1DVar().
>
> 3) Add support for new NASA Ocean Color L2 products and ESA Sentinel-3
> L1 or
> L2 products which use the NetCDF-4 format (with groups for NASA, see
> http://oceancolor.gsfc.nasa.gov/DOCS/FormatChange.html):
> - NASA products: simulate a "coordinates" variable attribute to
> detect CF
> geolocation arrays, and set bBottomUp to FALSE
> - ESA products: set bBottomUp to FALSE and disable warning on missing
> Conventions attribute
>
> 4) Fix bug #4554 with a more generic solution by disabling the
> installation of the HDF5 atexit() cleanup routine using H5dont_atexit().
> Previous fix was to call GDALExit() (for the moment only defined
> gdalwarp.cpp) at the end of every program, which is more painful.
>
> 5) Fix implementation of GetScale/Offset to not always return
> pbSuccess=TRUE.
> Fix CopyMetadata to handle bands with only scale or offset.
> ==> WARNING this commit breaks the autotest netcdf_13 (check for
> scale/offset = 1.0/0.0 if no scale or offset is available), but for me
> it is not logical to return always pbSuccess=TRUE
>
> 6) Optimize IReadBlock() and CheckData() handling of partial blocks in
> the x axis by re-using the GDAL block buffer instead of allocating a new
> temporary buffer for each block.
>
> 7) Force block size to 1 scanline for bottom-up datasets if nBlockYSize
> != 1 instead of raising a fatal error
> ==> Solve a recent problem raised on the mailing list
>
> 8) Implement Get/SetUnitType using the standard "units" NetCDF attribute
>
> 9) Change default block size to 256x256 instead of scanline (only affect
> file without NetCDF chunking)
> ==> because I think this is better for a random access to the data,
> but I'm not sure if the community want this change which could impact
> performances
>
> 10) I've also implemented for my needs support for 1D variables by
> simulating 2D datasets with only one row (dimensionless variables are
> not supported for the moment),
> but this breaks backward compatibility because files containing
> only one variable and associated 1D coordinate variables are now seen as
> multiple sub datasets...
> and maybe this is not the goal of GDAL to give access to
> not-2D-raster variables (but sometimes it's useful ;-) )
>
> Thanks for GDAL!
>
> Julien
>
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