Re: [netcdfgroup] How to dump netCDF to JSON?

HDF5 allows user-defined types to be used in attributes.

A user-defined type can either be defined in the Dataset (variable) or 
attribute that uses it, or defined separately (known as a “committed datatype”) 
so that multiple objects can use it.

John

On 10/20/16, 7:52 PM, "netcdfgroup-bounces@xxxxxxxxxxxxxxxx on behalf of 
dmh@xxxxxxxx" <netcdfgroup-bounces@xxxxxxxxxxxxxxxx on behalf of dmh@xxxxxxxx> 
wrote:

    If memory server, the ordering is the result of coordinate variables,
    and hdf5 dimension scales. Netcdf-3 had no such limitation.
    
    Also, your aversion to using lists seems odd to me; it is just another
    modelling mechanism.
    
     > but I thought attributes were simply strings.
    No, both hdf5 and netcdf allow typed attribute value.
    netcdf goes farther in allowing the type of attributes
    to be user defined types like compound/structure objects.
    
     > Wouldn't each field be a type?
    No, I note I forgot to mention that you need to store
    the dimensions of variables, and fields can have dimensions.
    
    Another point about netcdf types vs hdf5 types. I think it is the
    case that in hdf5, the types need to be defined repeatedly,
    whereas in netcdf, a user-defined type is only defined once.
    I infer it from the netcdf implementation and looking at the
    output of h5dump.
    Can any hdf5 experts out there verify this?
    
    =Dennis Heimbigner
      Unidata
    
    On 10/20/2016 7:54 PM, Stephan Hoyer wrote:
    > I think it would be a mistake to use lists instead of dictionaries in
    > JSON output, even if it means we lose order. Technically, netCDF
    > preserves variable order, but only broken applications should depend on
    > it,  and it would make the resulting JSON much less usable.
    >
    > I can definitely see value in having such a spec, so please keep me in
    > the loop. In particular, it would be nice to have integrated write/read
    > support in xarray.
    >
    > On Thu, Oct 20, 2016 at 6:07 PM, Chris Barker - NOAA Federal
    > <chris.barker@xxxxxxxx <mailto:chris.barker@xxxxxxxx>> wrote:
    >
    >     > I think keeping hdf and netcdf most separate is the correct
    >     > solution.
    >
    >     Yes, it's looking that way. Though still s good idea for them to be
    >     the same where it makes sense.
    >
    >     > A couple of points.
    >     > 1. A group can be a dictionary with the following keys:
    >     >      dimensions, types, attributes (group level), variables, and 
data.
    >     > 2. Ordering matters in netcdf, so each of the group pieces
    >     >    (dimensions, etc) needs to be a list.
    >
    >     Really? Wow. So the order you put the dimensions in matters? Why? I'm
    >     thinking it may be left over implementation detail from netcdf3 -- if
    >     so, maybe we don't need to preserve it in JSON?
    >
    >     > 2. Variables have a number of unordered parts that are best
    >     >    represented as a dictionary containing:
    >     >    name, type, attributes.
    >
    >     Yup.
    >
    >     > 3. A set of attributes could be represented as a dictionary
    >     >    with the attribute names serving as keys. But remember
    >     >    that each attribute has a number of parts: type, name, and
    >     >    a list of values.
    >
    >     It does? Maybe 'cause I've mostly worked with version 3 compatible
    >     files, but I thought attributes were simply strings.
    >
    >     > 4. In netcdf, there are several kinds of user-defined types:
    >
    >     Is this much different than HDF?
    >
    >     >    2. compound type (a structure in C terms): consisting of a name
    >     >       and an ORDERED list of fields. Each field is a variable
    >     >       (see above).
    >
    >     Wouldn't each field be a type?
    >
    >     Thanks for the notes!
    >
    >     Pedro, will you be able to set up a gitHub project ( or similar )? It
    >     would be good to capture this conversation.
    >
    >     I'd be glad to set one up if you like. Either in the NOAA-ORR-ERD
    >     organization or create a new organization for this.
    >
    >     -CHB
    >
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