source: trunk/src/nc2struct.m @ 809

Last change on this file since 809 was 809, checked in by g7moreau, 10 years ago
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[8]1%'nc2struct': transform a netcdf file in a corresponding matlab structure
2% it reads all the global attributes and all variables, or a selected list.
3% The corresponding dimensions and variable attributes are then extracted
4%----------------------------------------------------------------------
[755]5% function [Data,var_detect,ichoice,errormsg]=nc2struct(nc,varargin)
[8]6%
7% OUTPUT:
8%  Data: structure containing all the information of the netcdf file (or netcdf object)
[140]9%           with (optional)fields:
10%                    .ListGlobalAttribute: cell listing the names of the global attributes
[55]11%                    .Att_1,Att_2... : values of the global attributes
12%                    .ListVarName: list of variable names to select (cell array of  char strings {'VarName1', 'VarName2',...} )
13%                    .VarDimName: list of dimension names for each element of .ListVarName (cell array of string cells)                         
14%                    .Var1, .Var2....: variables (Matlab arrays) with names listed in .ListVarName
[693]15%                  .ListDimName=list of dimension (added information, not requested for field description)
16%                  .DimValue= vlalues of dimensions (added information, not requested for field description)
17%                  .VarType= integers giving the type of variable as coded by netcdf= 2 for char, =4 for single,=( for double
[140]18%  var_detect: vector with same length as the cell array ListVarName, = 1 for each detected variable and 0 else.
19%            var_detect=[] in the absence of input cell array
20%  ichoice: index of the selected line in the case of multiple choice
21%        (cell array of varible names with multiple lines) , =[] by default
[8]22%INPUT:
[140]23%  nc:  name of a netcdf file (char string) or netcdf object   
24%  additional arguments:
[648]25%       -no additional arguments: all the variables of the netcdf file are read.
[140]26%       -a cell array, ListVarName, made of  char strings {'VarName1', 'VarName2',...} )
[648]27%         if ListVarName=[] or {}, no variable value is read (only global attributes and list of variables and dimensions)
[140]28%         if ListVarName is absent, or = '*', ALL the variables of the netcdf file are read.
[747]29%         if ListVarName is a cell array with n lines, the set of variables will be sought by order of priority in the list,
30%            while output names will be set by the first line
31%       - the string 'ListGlobalAttribute' followed by a list of attribute  names: reads only these attributes (fast reading)
[771]32%       - the string 'TimeVarName', a string (the name of the variable considered as time), an integer or vector with integer values
33%            representing time indices to select for each variable, the cell of other input variable names.
[747]34%       - the string 'TimeDimName', a string (the name of the dimension 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.
[648]36
[809]37%=======================================================================
38% Copyright 2008-2014, LEGI UMR 5519 / CNRS UJF G-INP, Grenoble, France
39%   http://www.legi.grenoble-inp.fr
40%   Joel.Sommeria - Joel.Sommeria (A) legi.cnrs.fr
41%
[8]42%     This file is part of the toolbox UVMAT.
[809]43%
[8]44%     UVMAT is free software; you can redistribute it and/or modify
[809]45%     it under the terms of the GNU General Public License as published
46%     by the Free Software Foundation; either version 2 of the license,
47%     or (at your option) any later version.
48%
[8]49%     UVMAT is distributed in the hope that it will be useful,
50%     but WITHOUT ANY WARRANTY; without even the implied warranty of
51%     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
[809]52%     GNU General Public License (see LICENSE.txt) for more details.
53%=======================================================================
[8]54   
[747]55function [Data,var_detect,ichoice,errormsg]=nc2struct(nc,varargin)
56errormsg='';%default error message
[55]57if isempty(varargin)
[56]58    varargin{1}='*';
[8]59end
60hhh=which('netcdf.open');% look for built-in matlab netcdf library
61
62if ~isequal(hhh,'')
[140]63    %% default output
64    Data=[];%default
65    var_detect=[];%default
[8]66    ichoice=[];%default
[140]67   
68    %% open the netcdf file for reading
[747]69    if ischar(nc)
[8]70        if exist(nc,'file')
[150]71            try
[747]72                nc=netcdf.open(nc,'NC_NOWRITE');
73                testfile=1;
[227]74            catch ME
[747]75                errormsg=['ERROR opening ' nc ': ' ME.message];
76                return
[150]77            end
[8]78        else
[747]79            errormsg=['ERROR:file ' nc ' does not exist'];
80            return
[8]81        end
82    else
83        testfile=0;
84    end
[140]85   
[227]86    %% short reading option for global attributes only, if the first argument is 'ListGlobalAttribute'
[56]87    if isequal(varargin{1},'ListGlobalAttribute')
88        for ilist=2:numel(varargin)
[227]89            valuestr=[];%default
[45]90            try
[747]91                valuestr = netcdf.getAtt(nc,netcdf.getConstant('NC_GLOBAL'),varargin{ilist});
[227]92            catch ME
[45]93            end
[56]94            eval(['Data.' varargin{ilist} '=valuestr;'])
[8]95        end
96        netcdf.close(nc)
[747]97        return
[8]98    end
[648]99   
100    %% time variable or dimension
101    input_index=1;
[747]102    CheckTimeVar=0;
103    TimeVarName='';
[648]104    if isequal(varargin{1},'TimeVarName')
105        TimeVarName=varargin{2};
[747]106        CheckTimeVar=1;
107        TimeIndex=varargin{3};
108        input_index=4;% list of varibles to read is at fourth argument
[648]109    elseif isequal(varargin{1},'TimeDimName')
110        TimeDimName=varargin{2};
[747]111        TimeIndex=varargin{3};
[648]112        input_index=4;
113    end
[747]114   
[140]115    %% full reading: get the nbre of dimensions, variables, global attributes
[747]116    ListVarName=varargin{input_index};
[140]117    [ndims,nvars,ngatts]=netcdf.inq(nc);%nbre of dimensions, variables, global attributes, in the netcdf file
[8]118   
[140]119    %%  -------- read all global attributes (constants)-----------
[8]120    Data.ListGlobalAttribute={};%default
[527]121    att_key=cell(1,ngatts);%default
[8]122    for iatt=1:ngatts
123        keystr= netcdf.inqAttName(nc,netcdf.getConstant('NC_GLOBAL'),iatt-1);
[227]124        valuestr = netcdf.getAtt(nc,netcdf.getConstant('NC_GLOBAL'),keystr);
125        keystr=regexprep(keystr,{'\','/','\.','-',' '},{'','','','',''});%remove  '\','.' or '-' if exists
126        if strcmp(keystr(1),'_')
127            keystr(1)=[];
128        end
129        try
[236]130            if ischar(valuestr) %& length(valuestr)<200 & double(valuestr)<=122 & double(valuestr)>=48 %usual characters
[227]131                eval(['Data.' keystr '=''' valuestr ''';'])
[8]132            elseif isnumeric(valuestr)
133                eval(['Data.' keystr '=valuestr;'])
[227]134            else
[747]135                eval(['Data.' keystr '='';'])
[8]136            end
[227]137            att_key{iatt}=keystr;
138        catch ME
139            att_key{iatt}=['attr_' num2str(iatt)];
[527]140            Data.(att_key{iatt})=[];
[8]141        end
142    end
143    Data.ListGlobalAttribute=att_key;
[747]144   
[140]145    %%  -------- read dimension names-----------
[527]146    ListDimNameNetcdf=cell(1,ndims);
147    dim_value=zeros(1,ndims);
[140]148    for idim=1:ndims %loop on the dimensions of the netcdf file
149        [ListDimNameNetcdf{idim},dim_value(idim)] = netcdf.inqDim(nc,idim-1);%get name and value of each dimension
[8]150    end
[747]151    if ~isempty(ListDimNameNetcdf)
[140]152        flag_used=zeros(1,ndims);%initialize the flag indicating the selected dimensions in the list (0=unused)
[8]153    end
[648]154    if isequal(varargin{1},'TimeDimName')% time dimension introduced
[747]155        TimeDimIndex=find(strcmp(TimeDimName,ListDimNameNetcdf));
[648]156        if isempty(TimeDimIndex)
[747]157            errormsg=['requested time dimension ' varargin{2} ' not found'];
[648]158            return
159        end
160        if dim_value(TimeDimIndex)<varargin{3}
[747]161           errormsg=['requested time index ' num2str(varargin{3}) ' exceeds matrix dimension'];
[648]162            return
163        end
[747]164    end 
165   
[140]166    %%  -------- read names of variables -----------
[527]167    ListVarNameNetcdf=cell(1,nvars); %default
168    dimids=cell(1,nvars);
169    nbatt=zeros(1,nvars);
[140]170    for ncvar=1:nvars %loop on the variables of the netcdf file
[747]171        %get name, type, dimensions and attribute numbers of each variable
[693]172        [ListVarNameNetcdf{ncvar},xtype(ncvar),dimids{ncvar},nbatt(ncvar)] = netcdf.inqVar(nc,ncvar-1);
[747]173    end
174%     testmulti=0;
[140]175    if isequal(ListVarName,'*')||isempty(ListVarName)
[747]176        var_index=1:nvars; %all the variables are selected in the netcdf file
[140]177        Data.ListVarName=ListVarNameNetcdf;
178    else   %select input variables, if requested by the input ListVarName
[527]179        check_keep=ones(1,size(ListVarName,2));
180        for ivar=1:size(ListVarName,2) % check redondancy of variable names
181            if ~isempty(find(strcmp(ListVarName{1,ivar},ListVarName(1:ivar-1)), 1))
182                check_keep(ivar)=0;% the variable #ivar is already in the list
[517]183            end
184        end
[747]185        ListVarName=ListVarName(:,logical(check_keep));
[748]186        if size(ListVarName,1)>1 %multiple choice of variable ranked by order of priority
187            for iline=1:size(ListVarName,1)
[140]188                search_index=find(strcmp(ListVarName{iline,1},ListVarNameNetcdf),1);%look for the first variable name in the list of netcdf variables
189                if ~isempty(search_index)
190                    break % go to the next line
[8]191                end
192            end
[140]193            ichoice=iline-1;%selected line number in the list of input names of variables
194        else
195            iline=1;
[8]196        end
[747]197        %ListVarName=ListVarName(iline,:);% select the appropriate option for input variable (lin ein the input name matrix)
198        if CheckTimeVar
199            TimeVarIndex=find(strcmp(TimeVarName,ListVarNameNetcdf),1); %look for the index of the time variable in the netcdf list
200            if isempty(TimeVarIndex)
201                errormsg='requested variable for time is missing';
202                return
203            end
204            TimeDimIndex=dimids{TimeVarIndex}(1)+1;
205            ListVarName=[ListVarName {TimeVarName}];
206        end
[748]207        var_index=zeros(1,size(ListVarName,2));%default list of variable indices
[747]208        for ivar=1:size(ListVarName,2)
[140]209            search_index=find(strcmp(ListVarName{iline,ivar},ListVarNameNetcdf),1);%look for the variable name in the list of netcdf file
210            if ~isempty(search_index)
211                var_index(ivar)=search_index;%index of the netcdf list corresponding to the input list index ivar
[8]212            end
213        end
[747]214        var_detect=(var_index~=0);%=1 for detected variables
[140]215        list_index=find(var_index);% indices in the input list corresponding to a detected variable
216        var_index=var_index(list_index);% netcdf variable indices corresponding to the output list of read variable
217        Data.ListVarName=ListVarName(1,list_index);%the first line of ListVarName sets the output names of the variables
[8]218    end
[747]219   
220    %% get the dimensions and attributes associated to  variables
221    var_dim=cell(size(var_index));% initiate list of dimensions for variables
[140]222    for ivar=1:length(var_index)
223        var_dim{ivar}=dimids{var_index(ivar)}+1; %netcdf dimension indices used by the variable #ivar
224        Data.VarDimName{ivar}=ListDimNameNetcdf(var_dim{ivar});
225        flag_used(var_dim{ivar})=ones(size(var_dim{ivar}));%flag_used =1 for the indices of used dimensions
[8]226        for iatt=1:nbatt(var_index(ivar))
227            attname = netcdf.inqAttName(nc,var_index(ivar)-1,iatt-1);
228            valuestr= netcdf.getAtt(nc,var_index(ivar)-1,attname);
[227]229            attname=regexprep(attname,{'\','/','\.','-',' '},{'','','','',''});%remove  '\','.' or '-' if exists
230            if strcmp(attname(1),'_')
231                attname(1)=[];
232            end
233            try
[747]234                if isempty(valuestr)
235                    Data.VarAttribute{ivar}.(attname)=valuestr;
236                end
[227]237            catch ME
238                display(attname)
239                display(valuestr)
[747]240                display(ME.message)
[693]241                Data.VarAttribute{ivar}.(['atrr_' num2str(iatt)])='not read';
[227]242            end
[8]243        end
244    end
[648]245   
[140]246    %% select the dimensions used for the set of input variables
[747]247    if ~isempty(var_index)
248        dim_index=find(flag_used);%list of netcdf dimensions indices corresponding to used dimensions
249        Data.ListDimName=ListDimNameNetcdf(dim_index);
[421]250        Data.DimValue=dim_value(dim_index);
[747]251        if input_index==4% if a dimension is selected as time
252            Data.DimValue(TimeDimIndex)=numel(TimeIndex);
253        end
[8]254    end
[140]255   
256    %% get the values of the input variables
[8]257    if  ~isempty(ListVarName)
[140]258        for ivar=1:length(var_index)
[8]259            VarName=Data.ListVarName{ivar};
[747]260            VarName=regexprep(VarName,'-','_'); %suppress '-' if it exists in the netcdf variable name (leads to errors in matlab)
261%             CheckSub=0;
[648]262            if input_index==4% if a dimension is selected as time
[747]263                ind_vec=zeros(1,numel(var_dim{ivar}));% vector with zeros corresponding to al the dimensions of the variable VarName
[756]264                ind_size=dim_value(var_dim{ivar});% vector giving the size (for each dimension) of the variable VarName
[747]265                index_time=find(var_dim{ivar}==TimeDimIndex);
266                if ~isempty(index_time)
[756]267                    if ind_size(index_time)<max(TimeIndex)
268                        errormsg=['requested index ' num2str(TimeIndex) ' exceeds matrix dimension'];
269                        return
270                    end
[747]271                    ind_vec(index_time)=TimeIndex-1;% selected index(or indices) to read
272                    ind_size(index_time)=numel(TimeIndex);%length of the selected set of time indices
273                    if numel(TimeIndex)==1 && ~strcmp(VarName,TimeVarName)
274                        Data.VarDimName{ivar}(index_time)=[];% for a single selected time remove the time in the list of dimensions (except for tTime itself)
275                    end
276                end                   
277                Data.(VarName)=double(netcdf.getVar(nc,var_index(ivar)-1,ind_vec,ind_size)); %read the variable data
278                Data.(VarName)=squeeze(Data.(VarName));%remove singeton dimension
279            else
280                Data.(VarName)=netcdf.getVar(nc,var_index(ivar)-1); %read the whole variable data
[648]281            end
[747]282            if xtype(var_index(ivar))==5
[693]283                Data.(VarName)=double(Data.(VarName)); %transform to double for single pecision
[648]284            end
[8]285        end
286    end
[693]287    Data.VarType=xtype(var_index);
[140]288   
289    %%  -------- close fle-----------
[8]290    if testfile==1
[747]291        netcdf.close(nc)
[8]292    end
[140]293   
[747]294    %% old netcdf library
[8]295else
296    [Data,var_detect,ichoice]=nc2struct_toolbox(nc,varargin);
[801]297end
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