source: trunk/src/nc2struct.m @ 1001

Last change on this file since 1001 was 1001, checked in by sommeria, 7 years ago

tubcorrelation added, compilation improved to accept tranform fct

File size: 14.4 KB
RevLine 
[1001]1
[816]2%'nc2struct': transform a NetCDF file in a corresponding matlab structure
[8]3% it reads all the global attributes and all variables, or a selected list.
4% The corresponding dimensions and variable attributes are then extracted
5%----------------------------------------------------------------------
[755]6% function [Data,var_detect,ichoice,errormsg]=nc2struct(nc,varargin)
[8]7%
8% OUTPUT:
[816]9%  Data: structure containing all the information of the NetCDF file (or NetCDF object)
[140]10%           with (optional)fields:
11%                    .ListGlobalAttribute: cell listing the names of the global attributes
[55]12%                    .Att_1,Att_2... : values of the global attributes
[816]13%                    .ListVarName: list of variable names to select (cell array of  char strings {'VarName1', 'VarName2',...} )
14%                    .VarDimName: list of dimension names for each element of .ListVarName (cell array of string cells)
[55]15%                    .Var1, .Var2....: variables (Matlab arrays) with names listed in .ListVarName
[693]16%                  .ListDimName=list of dimension (added information, not requested for field description)
17%                  .DimValue= vlalues of dimensions (added information, not requested for field description)
[816]18%                  .VarType= integers giving the type of variable as coded by netcdf =2 for char, =4 for single,=( for double
[140]19%  var_detect: vector with same length as the cell array ListVarName, = 1 for each detected variable and 0 else.
[816]20%            var_detect=[] in the absence of input cell array
21%  ichoice: index of the selected line in the case of multiple choice
22%        (cell array of varible names with multiple lines) , =[] by default
23%
24% INPUT:
25%  nc:  name of a NetCDF file (char string) or NetCDF object
[140]26%  additional arguments:
[816]27%       -no additional arguments: all the variables of the NetCDF file are read.
28%       -a cell array, ListVarName, made of  char strings {'VarName1', 'VarName2',...} )
[648]29%         if ListVarName=[] or {}, no variable value is read (only global attributes and list of variables and dimensions)
[816]30%         if ListVarName is absent, or = '*', ALL the variables of the NetCDF file are read.
[747]31%         if ListVarName is a cell array with n lines, the set of variables will be sought by order of priority in the list,
32%            while output names will be set by the first line
33%       - the string 'ListGlobalAttribute' followed by a list of attribute  names: reads only these attributes (fast reading)
[816]34%       - the string 'TimeVarName', a string (the name of the variable considered as time), an integer or vector with integer values
[771]35%            representing time indices to select for each variable, the cell of other input variable names.
[816]36%       - the string 'TimeDimName', a string (the name of the dimension considered as time), an integer or vector with integer values
[771]37%            representing time indices to select for each variable, the cell of other input variable names.
[648]38
[809]39%=======================================================================
[977]40% Copyright 2008-2017, LEGI UMR 5519 / CNRS UGA G-INP, Grenoble, France
[809]41%   http://www.legi.grenoble-inp.fr
42%   Joel.Sommeria - Joel.Sommeria (A) legi.cnrs.fr
43%
[8]44%     This file is part of the toolbox UVMAT.
[809]45%
[8]46%     UVMAT is free software; you can redistribute it and/or modify
[809]47%     it under the terms of the GNU General Public License as published
48%     by the Free Software Foundation; either version 2 of the license,
49%     or (at your option) any later version.
50%
[8]51%     UVMAT is distributed in the hope that it will be useful,
52%     but WITHOUT ANY WARRANTY; without even the implied warranty of
53%     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
[809]54%     GNU General Public License (see LICENSE.txt) for more details.
55%=======================================================================
[816]56
[747]57function [Data,var_detect,ichoice,errormsg]=nc2struct(nc,varargin)
58errormsg='';%default error message
[55]59if isempty(varargin)
[56]60    varargin{1}='*';
[8]61end
[816]62hhh=which('netcdf.open');% look for built-in matlab NetCDF library
[8]63
64if ~isequal(hhh,'')
[140]65    %% default output
66    Data=[];%default
67    var_detect=[];%default
[8]68    ichoice=[];%default
[816]69
70    %% open the NetCDF file for reading
[747]71    if ischar(nc)
[8]72        if exist(nc,'file')
[150]73            try
[747]74                nc=netcdf.open(nc,'NC_NOWRITE');
75                testfile=1;
[227]76            catch ME
[747]77                errormsg=['ERROR opening ' nc ': ' ME.message];
78                return
[150]79            end
[8]80        else
[747]81            errormsg=['ERROR:file ' nc ' does not exist'];
82            return
[8]83        end
84    else
85        testfile=0;
86    end
[816]87
[227]88    %% short reading option for global attributes only, if the first argument is 'ListGlobalAttribute'
[56]89    if isequal(varargin{1},'ListGlobalAttribute')
90        for ilist=2:numel(varargin)
[227]91            valuestr=[];%default
[45]92            try
[747]93                valuestr = netcdf.getAtt(nc,netcdf.getConstant('NC_GLOBAL'),varargin{ilist});
[227]94            catch ME
[45]95            end
[56]96            eval(['Data.' varargin{ilist} '=valuestr;'])
[8]97        end
98        netcdf.close(nc)
[747]99        return
[8]100    end
[816]101
[648]102    %% time variable or dimension
103    input_index=1;
[747]104    CheckTimeVar=0;
105    TimeVarName='';
[648]106    if isequal(varargin{1},'TimeVarName')
107        TimeVarName=varargin{2};
[747]108        CheckTimeVar=1;
109        TimeIndex=varargin{3};
110        input_index=4;% list of varibles to read is at fourth argument
[648]111    elseif isequal(varargin{1},'TimeDimName')
112        TimeDimName=varargin{2};
[747]113        TimeIndex=varargin{3};
[648]114        input_index=4;
115    end
[816]116
[140]117    %% full reading: get the nbre of dimensions, variables, global attributes
[747]118    ListVarName=varargin{input_index};
[816]119    [ndims,nvars,ngatts]=netcdf.inq(nc);%nbre of dimensions, variables, global attributes, in the NetCDF file
120
[140]121    %%  -------- read all global attributes (constants)-----------
[8]122    Data.ListGlobalAttribute={};%default
[527]123    att_key=cell(1,ngatts);%default
[8]124    for iatt=1:ngatts
125        keystr= netcdf.inqAttName(nc,netcdf.getConstant('NC_GLOBAL'),iatt-1);
[227]126        valuestr = netcdf.getAtt(nc,netcdf.getConstant('NC_GLOBAL'),keystr);
127        keystr=regexprep(keystr,{'\','/','\.','-',' '},{'','','','',''});%remove  '\','.' or '-' if exists
128        if strcmp(keystr(1),'_')
129            keystr(1)=[];
130        end
131        try
[236]132            if ischar(valuestr) %& length(valuestr)<200 & double(valuestr)<=122 & double(valuestr)>=48 %usual characters
[227]133                eval(['Data.' keystr '=''' valuestr ''';'])
[8]134            elseif isnumeric(valuestr)
135                eval(['Data.' keystr '=valuestr;'])
[227]136            else
[747]137                eval(['Data.' keystr '='';'])
[8]138            end
[227]139            att_key{iatt}=keystr;
140        catch ME
141            att_key{iatt}=['attr_' num2str(iatt)];
[527]142            Data.(att_key{iatt})=[];
[8]143        end
144    end
145    Data.ListGlobalAttribute=att_key;
[816]146
[140]147    %%  -------- read dimension names-----------
[527]148    ListDimNameNetcdf=cell(1,ndims);
149    dim_value=zeros(1,ndims);
[816]150    for idim=1:ndims %loop on the dimensions of the NetCDF file
[140]151        [ListDimNameNetcdf{idim},dim_value(idim)] = netcdf.inqDim(nc,idim-1);%get name and value of each dimension
[8]152    end
[747]153    if ~isempty(ListDimNameNetcdf)
[140]154        flag_used=zeros(1,ndims);%initialize the flag indicating the selected dimensions in the list (0=unused)
[8]155    end
[648]156    if isequal(varargin{1},'TimeDimName')% time dimension introduced
[747]157        TimeDimIndex=find(strcmp(TimeDimName,ListDimNameNetcdf));
[648]158        if isempty(TimeDimIndex)
[747]159            errormsg=['requested time dimension ' varargin{2} ' not found'];
[648]160            return
161        end
162        if dim_value(TimeDimIndex)<varargin{3}
[747]163           errormsg=['requested time index ' num2str(varargin{3}) ' exceeds matrix dimension'];
[648]164            return
165        end
[816]166    end
167
[140]168    %%  -------- read names of variables -----------
[527]169    ListVarNameNetcdf=cell(1,nvars); %default
170    dimids=cell(1,nvars);
171    nbatt=zeros(1,nvars);
[816]172    for ncvar=1:nvars %loop on the variables of the NetCDF file
[747]173        %get name, type, dimensions and attribute numbers of each variable
[693]174        [ListVarNameNetcdf{ncvar},xtype(ncvar),dimids{ncvar},nbatt(ncvar)] = netcdf.inqVar(nc,ncvar-1);
[747]175    end
176%     testmulti=0;
[140]177    if isequal(ListVarName,'*')||isempty(ListVarName)
[816]178        var_index=1:nvars; %all the variables are selected in the NetCDF file
[140]179        Data.ListVarName=ListVarNameNetcdf;
180    else   %select input variables, if requested by the input ListVarName
[527]181        check_keep=ones(1,size(ListVarName,2));
182        for ivar=1:size(ListVarName,2) % check redondancy of variable names
183            if ~isempty(find(strcmp(ListVarName{1,ivar},ListVarName(1:ivar-1)), 1))
184                check_keep(ivar)=0;% the variable #ivar is already in the list
[517]185            end
186        end
[747]187        ListVarName=ListVarName(:,logical(check_keep));
[748]188        if size(ListVarName,1)>1 %multiple choice of variable ranked by order of priority
189            for iline=1:size(ListVarName,1)
[816]190                search_index=find(strcmp(ListVarName{iline,1},ListVarNameNetcdf),1);%look for the first variable name in the list of NetCDF variables
[140]191                if ~isempty(search_index)
192                    break % go to the next line
[8]193                end
194            end
[140]195            ichoice=iline-1;%selected line number in the list of input names of variables
196        else
197            iline=1;
[8]198        end
[747]199        %ListVarName=ListVarName(iline,:);% select the appropriate option for input variable (lin ein the input name matrix)
200        if CheckTimeVar
201            TimeVarIndex=find(strcmp(TimeVarName,ListVarNameNetcdf),1); %look for the index of the time variable in the netcdf list
202            if isempty(TimeVarIndex)
203                errormsg='requested variable for time is missing';
204                return
205            end
206            TimeDimIndex=dimids{TimeVarIndex}(1)+1;
207            ListVarName=[ListVarName {TimeVarName}];
208        end
[748]209        var_index=zeros(1,size(ListVarName,2));%default list of variable indices
[747]210        for ivar=1:size(ListVarName,2)
[816]211            search_index=find(strcmp(ListVarName{iline,ivar},ListVarNameNetcdf),1);%look for the variable name in the list of NetCDF file
[140]212            if ~isempty(search_index)
213                var_index(ivar)=search_index;%index of the netcdf list corresponding to the input list index ivar
[8]214            end
215        end
[747]216        var_detect=(var_index~=0);%=1 for detected variables
[140]217        list_index=find(var_index);% indices in the input list corresponding to a detected variable
[816]218        var_index=var_index(list_index);% NetCDF variable indices corresponding to the output list of read variable
[140]219        Data.ListVarName=ListVarName(1,list_index);%the first line of ListVarName sets the output names of the variables
[8]220    end
[816]221
[747]222    %% get the dimensions and attributes associated to  variables
223    var_dim=cell(size(var_index));% initiate list of dimensions for variables
[140]224    for ivar=1:length(var_index)
225        var_dim{ivar}=dimids{var_index(ivar)}+1; %netcdf dimension indices used by the variable #ivar
226        Data.VarDimName{ivar}=ListDimNameNetcdf(var_dim{ivar});
227        flag_used(var_dim{ivar})=ones(size(var_dim{ivar}));%flag_used =1 for the indices of used dimensions
[8]228        for iatt=1:nbatt(var_index(ivar))
229            attname = netcdf.inqAttName(nc,var_index(ivar)-1,iatt-1);
230            valuestr= netcdf.getAtt(nc,var_index(ivar)-1,attname);
[227]231            attname=regexprep(attname,{'\','/','\.','-',' '},{'','','','',''});%remove  '\','.' or '-' if exists
232            if strcmp(attname(1),'_')
233                attname(1)=[];
234            end
235            try
[871]236                if ~isempty(valuestr)
[747]237                    Data.VarAttribute{ivar}.(attname)=valuestr;
238                end
[227]239            catch ME
240                display(attname)
241                display(valuestr)
[747]242                display(ME.message)
[693]243                Data.VarAttribute{ivar}.(['atrr_' num2str(iatt)])='not read';
[227]244            end
[8]245        end
246    end
[816]247
[140]248    %% select the dimensions used for the set of input variables
[747]249    if ~isempty(var_index)
250        dim_index=find(flag_used);%list of netcdf dimensions indices corresponding to used dimensions
251        Data.ListDimName=ListDimNameNetcdf(dim_index);
[421]252        Data.DimValue=dim_value(dim_index);
[747]253        if input_index==4% if a dimension is selected as time
254            Data.DimValue(TimeDimIndex)=numel(TimeIndex);
255        end
[8]256    end
[816]257
[140]258    %% get the values of the input variables
[8]259    if  ~isempty(ListVarName)
[140]260        for ivar=1:length(var_index)
[8]261            VarName=Data.ListVarName{ivar};
[816]262            VarName=regexprep(VarName,'-','_'); %suppress '-' if it exists in the NetCDF variable name (leads to errors in matlab)
[747]263%             CheckSub=0;
[648]264            if input_index==4% if a dimension is selected as time
[747]265                ind_vec=zeros(1,numel(var_dim{ivar}));% vector with zeros corresponding to al the dimensions of the variable VarName
[756]266                ind_size=dim_value(var_dim{ivar});% vector giving the size (for each dimension) of the variable VarName
[747]267                index_time=find(var_dim{ivar}==TimeDimIndex);
268                if ~isempty(index_time)
[756]269                    if ind_size(index_time)<max(TimeIndex)
270                        errormsg=['requested index ' num2str(TimeIndex) ' exceeds matrix dimension'];
271                        return
272                    end
[747]273                    ind_vec(index_time)=TimeIndex-1;% selected index(or indices) to read
274                    ind_size(index_time)=numel(TimeIndex);%length of the selected set of time indices
275                    if numel(TimeIndex)==1 && ~strcmp(VarName,TimeVarName)
[816]276                        Data.VarDimName{ivar}(index_time)=[];% for a single selected time remove the time in the list of dimensions (except for tTime itself)
[747]277                    end
[816]278                end
[943]279                Data.(VarName)=netcdf.getVar(nc,var_index(ivar)-1,ind_vec,ind_size); %read the variable data
[747]280                Data.(VarName)=squeeze(Data.(VarName));%remove singeton dimension
281            else
282                Data.(VarName)=netcdf.getVar(nc,var_index(ivar)-1); %read the whole variable data
[648]283            end
[747]284            if xtype(var_index(ivar))==5
[693]285                Data.(VarName)=double(Data.(VarName)); %transform to double for single pecision
[648]286            end
[8]287        end
288    end
[693]289    Data.VarType=xtype(var_index);
[816]290
[140]291    %%  -------- close fle-----------
[8]292    if testfile==1
[747]293        netcdf.close(nc)
[8]294    end
[816]295
296    %% old NetCDF library
[8]297else
298    [Data,var_detect,ichoice]=nc2struct_toolbox(nc,varargin);
[801]299end
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