1 |
|
---|
2 | %'nc2struct': transform a NetCDF file in a corresponding matlab structure
|
---|
3 | % or directly read the a matlab data file .mat (calling the fct mat2struct.m)
|
---|
4 | % it reads all the global attributes and all variables, or a selected list.
|
---|
5 | % The corresponding dimensions and variable attributes are then extracted
|
---|
6 | %----------------------------------------------------------------------
|
---|
7 | % function [Data,var_detect,ichoice,errormsg]=nc2struct(nc,varargin)
|
---|
8 | %
|
---|
9 | % OUTPUT:
|
---|
10 | % Data: structure containing all the information of the NetCDF file (or NetCDF object)
|
---|
11 | % with (optional)fields:
|
---|
12 | % .ListGlobalAttribute: cell listing the names of the global attributes
|
---|
13 | % .Att_1,Att_2... : values of the global attributes
|
---|
14 | % .ListVarName: list of variable names to select (cell array of char strings {'VarName1', 'VarName2',...} )
|
---|
15 | % .VarDimName: list of dimension names for each element of .ListVarName (cell array of string cells)
|
---|
16 | % .Var1, .Var2....: variables (Matlab arrays) with names listed in .ListVarName
|
---|
17 | % .ListDimName=list of dimension (added information, not requested for field description)
|
---|
18 | % .DimValue= vlalues of dimensions (added information, not requested for field description)
|
---|
19 | % .VarType= integers giving the type of variable as coded by netcdf =2 for char, =4 for single,=( for double
|
---|
20 | % var_detect: vector with same length as the cell array ListVarName, = 1 for each detected variable and 0 else.
|
---|
21 | % var_detect=[] in the absence of input cell array
|
---|
22 | % ichoice: index of the selected line in the case of multiple choice
|
---|
23 | % (cell array of varible names with multiple lines) , =[] by default
|
---|
24 | %
|
---|
25 | % INPUT:
|
---|
26 | % nc: name of a NetCDF file (char string) or NetCDF object
|
---|
27 | % additional arguments:
|
---|
28 | % -no additional arguments: all the variables of the NetCDF file are read.
|
---|
29 | % -a cell array, ListVarName, made of char strings {'VarName1', 'VarName2',...} )
|
---|
30 | % if ListVarName=[] or {}, no variable value is read (only global attributes and list of variables and dimensions)
|
---|
31 | % if ListVarName is absent, or = '*', ALL the variables of the NetCDF file are read.
|
---|
32 | % if ListVarName is a cell array with n lines, the set of variables will be sought by order of priority in the list,
|
---|
33 | % while output names will be set by the first line
|
---|
34 | % - the string 'ListGlobalAttribute' followed by a list of attribute names: reads only these attributes (fast reading)
|
---|
35 | % - the string 'TimeVarName', a string (the name of the variable considered as time), an integer or vector with integer values
|
---|
36 | % representing time indices to select for each variable, the cell of other input variable names.
|
---|
37 | % - the string 'TimeDimName', a string (the name of the dimension considered as time), an integer or vector with integer values
|
---|
38 | % representing time indices to select for each variable, the cell of other input variable names.
|
---|
39 |
|
---|
40 | %=======================================================================
|
---|
41 | % Copyright 2008-2021, LEGI UMR 5519 / CNRS UGA G-INP, Grenoble, France
|
---|
42 | % http://www.legi.grenoble-inp.fr
|
---|
43 | % Joel.Sommeria - Joel.Sommeria (A) legi.cnrs.fr
|
---|
44 | %
|
---|
45 | % This file is part of the toolbox UVMAT.
|
---|
46 | %
|
---|
47 | % UVMAT is free software; you can redistribute it and/or modify
|
---|
48 | % it under the terms of the GNU General Public License as published
|
---|
49 | % by the Free Software Foundation; either version 2 of the license,
|
---|
50 | % or (at your option) any later version.
|
---|
51 | %
|
---|
52 | % UVMAT is distributed in the hope that it will be useful,
|
---|
53 | % but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
54 | % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
55 | % GNU General Public License (see LICENSE.txt) for more details.
|
---|
56 | %=======================================================================
|
---|
57 |
|
---|
58 | function [Data,var_detect,ichoice,errormsg]=nc2struct(nc,varargin)
|
---|
59 | errormsg='';%default error message
|
---|
60 | if isempty(varargin)
|
---|
61 | varargin{1}='*';
|
---|
62 | end
|
---|
63 |
|
---|
64 | %% default output
|
---|
65 | Data=[];%default
|
---|
66 | var_detect=[];%default
|
---|
67 | ichoice=[];%default
|
---|
68 |
|
---|
69 | %% open the NetCDF (or .mat) file for reading
|
---|
70 | if ischar(nc)
|
---|
71 | testfile=1;
|
---|
72 | if exist(nc,'file')
|
---|
73 | if ~isempty(regexp(nc,'.mat$'))
|
---|
74 | Data=mat2struct(nc,varargin{1});
|
---|
75 | return
|
---|
76 | else
|
---|
77 | try
|
---|
78 | nc=netcdf.open(nc,'NC_NOWRITE');
|
---|
79 | catch ME
|
---|
80 | errormsg=['ERROR opening ' nc ': ' ME.message];
|
---|
81 | return
|
---|
82 | end
|
---|
83 | end
|
---|
84 | else %case of OpenDAP files
|
---|
85 | if regexp(nc,'^http://')
|
---|
86 | try
|
---|
87 | nc=netcdf.open(nc,'NC_NOWRITE');
|
---|
88 | catch ME
|
---|
89 | errormsg=['ERROR opening ' nc ': ' ME.message];
|
---|
90 | return
|
---|
91 | end
|
---|
92 | else
|
---|
93 | errormsg=['ERROR:file ' nc ' does not exist'];
|
---|
94 | return
|
---|
95 | end
|
---|
96 | end
|
---|
97 | else
|
---|
98 | testfile=0;
|
---|
99 | end
|
---|
100 |
|
---|
101 | %% short reading option for global attributes only, if the first argument is 'ListGlobalAttribute'
|
---|
102 | if isequal(varargin{1},'ListGlobalAttribute')
|
---|
103 | for ilist=2:numel(varargin)
|
---|
104 | valuestr=[];%default
|
---|
105 | try
|
---|
106 | valuestr = netcdf.getAtt(nc,netcdf.getConstant('NC_GLOBAL'),varargin{ilist});
|
---|
107 | catch ME
|
---|
108 | end
|
---|
109 | eval(['Data.' varargin{ilist} '=valuestr;'])
|
---|
110 | end
|
---|
111 | netcdf.close(nc)
|
---|
112 | return
|
---|
113 | end
|
---|
114 |
|
---|
115 | %% time variable or dimension
|
---|
116 | input_index=1;
|
---|
117 | CheckTimeVar=0;
|
---|
118 | TimeVarName='';
|
---|
119 | if isequal(varargin{1},'TimeVarName')
|
---|
120 | TimeVarName=varargin{2};
|
---|
121 | CheckTimeVar=1;
|
---|
122 | TimeIndex=varargin{3};
|
---|
123 | input_index=4;% list of variables to read is at fourth argument
|
---|
124 | elseif isequal(varargin{1},'TimeDimName')
|
---|
125 | TimeDimName=varargin{2};
|
---|
126 | TimeIndex=varargin{3};
|
---|
127 | input_index=4;
|
---|
128 | end
|
---|
129 |
|
---|
130 | %% full reading: get the nbre of dimensions, variables, global attributes
|
---|
131 | ListVarName=varargin{input_index};
|
---|
132 | [ndims,nvars,ngatts]=netcdf.inq(nc);%nbre of dimensions, variables, global attributes, in the NetCDF file
|
---|
133 |
|
---|
134 | %% -------- read all global attributes (constants)-----------
|
---|
135 | Data.ListGlobalAttribute={};%default
|
---|
136 | att_key=cell(1,ngatts);%default
|
---|
137 | for iatt=1:ngatts
|
---|
138 | keystr= netcdf.inqAttName(nc,netcdf.getConstant('NC_GLOBAL'),iatt-1);
|
---|
139 | valuestr = netcdf.getAtt(nc,netcdf.getConstant('NC_GLOBAL'),keystr);
|
---|
140 | keystr=regexprep(keystr,{'\','/','\.','-',' '},{'','','','',''});%remove '\','.' or '-' if exists
|
---|
141 | if strcmp(keystr(1),'_')
|
---|
142 | keystr(1)=[];
|
---|
143 | end
|
---|
144 | try
|
---|
145 | if ischar(valuestr) %& length(valuestr)<200 & double(valuestr)<=122 & double(valuestr)>=48 %usual characters
|
---|
146 | eval(['Data.' keystr '=''' valuestr ''';'])
|
---|
147 | elseif isnumeric(valuestr)
|
---|
148 | eval(['Data.' keystr '=valuestr;'])
|
---|
149 | else
|
---|
150 | eval(['Data.' keystr '='';'])
|
---|
151 | end
|
---|
152 | att_key{iatt}=keystr;
|
---|
153 | catch ME
|
---|
154 | att_key{iatt}=['attr_' num2str(iatt)];
|
---|
155 | Data.(att_key{iatt})=[];
|
---|
156 | end
|
---|
157 | end
|
---|
158 | Data.ListGlobalAttribute=att_key;
|
---|
159 |
|
---|
160 | %% -------- read dimension names-----------
|
---|
161 | ListDimNameNetcdf=cell(1,ndims);
|
---|
162 | dim_value=zeros(1,ndims);
|
---|
163 | for idim=1:ndims %loop on the dimensions of the NetCDF file
|
---|
164 | [ListDimNameNetcdf{idim},dim_value(idim)] = netcdf.inqDim(nc,idim-1);%get name and value of each dimension
|
---|
165 | end
|
---|
166 | if ~isempty(ListDimNameNetcdf)
|
---|
167 | flag_used=zeros(1,ndims);%initialize the flag indicating the selected dimensions in the list (0=unused)
|
---|
168 | end
|
---|
169 | if isequal(varargin{1},'TimeDimName')% time dimension introduced
|
---|
170 | TimeDimIndex=find(strcmp(TimeDimName,ListDimNameNetcdf));
|
---|
171 | if isempty(TimeDimIndex)
|
---|
172 | errormsg=['requested time dimension ' varargin{2} ' not found'];
|
---|
173 | return
|
---|
174 | end
|
---|
175 | if dim_value(TimeDimIndex)<varargin{3}
|
---|
176 | errormsg=['requested time index ' num2str(varargin{3}) ' exceeds matrix dimension'];
|
---|
177 | return
|
---|
178 | end
|
---|
179 | end
|
---|
180 |
|
---|
181 | %% -------- read names of variables -----------
|
---|
182 | ListVarNameNetcdf=cell(1,nvars); %default
|
---|
183 | dimids=cell(1,nvars);
|
---|
184 | nbatt=zeros(1,nvars);
|
---|
185 | for ncvar=1:nvars %loop on the variables of the NetCDF file
|
---|
186 | %get name, type, dimensions and attribute numbers of each variable
|
---|
187 | [ListVarNameNetcdf{ncvar},xtype(ncvar),dimids{ncvar},nbatt(ncvar)] = netcdf.inqVar(nc,ncvar-1);
|
---|
188 | end
|
---|
189 | % testmulti=0;
|
---|
190 | if isequal(ListVarName,'*')||isempty(ListVarName)
|
---|
191 | var_index=1:nvars; %all the variables are selected in the NetCDF file
|
---|
192 | Data.ListVarName=ListVarNameNetcdf;
|
---|
193 | else %select input variables, if requested by the input ListVarName
|
---|
194 | check_keep=ones(1,size(ListVarName,2));
|
---|
195 | for ivar=1:size(ListVarName,2) % check redondancy of variable names
|
---|
196 | if ~isempty(find(strcmp(ListVarName{1,ivar},ListVarName(1:ivar-1)), 1))
|
---|
197 | check_keep(ivar)=0;% the variable #ivar is already in the list
|
---|
198 | end
|
---|
199 | end
|
---|
200 | ListVarName=ListVarName(:,logical(check_keep));
|
---|
201 | if size(ListVarName,1)>1 %multiple choice of variable ranked by order of priority
|
---|
202 | for iline=1:size(ListVarName,1)
|
---|
203 | search_index=find(strcmp(ListVarName{iline,1},ListVarNameNetcdf),1);%look for the first variable name in the list of NetCDF variables
|
---|
204 | if ~isempty(search_index)
|
---|
205 | break % go to the next line
|
---|
206 | end
|
---|
207 | end
|
---|
208 | ichoice=iline-1;%selected line number in the list of input names of variables
|
---|
209 | else
|
---|
210 | iline=1;
|
---|
211 | end
|
---|
212 | %ListVarName=ListVarName(iline,:);% select the appropriate option for input variable (lin ein the input name matrix)
|
---|
213 | if CheckTimeVar
|
---|
214 | TimeVarIndex=find(strcmp(TimeVarName,ListVarNameNetcdf),1); %look for the index of the time variable in the netcdf list
|
---|
215 | if isempty(TimeVarIndex)
|
---|
216 | errormsg='requested variable for time is missing';
|
---|
217 | return
|
---|
218 | end
|
---|
219 | TimeDimIndex=dimids{TimeVarIndex}(1)+1;
|
---|
220 | ListVarName=[ListVarName {TimeVarName}];
|
---|
221 | end
|
---|
222 | var_index=zeros(1,size(ListVarName,2));%default list of variable indices
|
---|
223 | for ivar=1:size(ListVarName,2)
|
---|
224 | search_index=find(strcmp(ListVarName{iline,ivar},ListVarNameNetcdf),1);%look for the variable name in the list of NetCDF file
|
---|
225 | if ~isempty(search_index)
|
---|
226 | var_index(ivar)=search_index;%index of the netcdf list corresponding to the input list index ivar
|
---|
227 | end
|
---|
228 | end
|
---|
229 | var_detect=(var_index~=0);%=1 for detected variables
|
---|
230 | list_index=find(var_index);% indices in the input list corresponding to a detected variable
|
---|
231 | var_index=var_index(list_index);% NetCDF variable indices corresponding to the output list of read variable
|
---|
232 | Data.ListVarName=ListVarName(1,list_index);%the first line of ListVarName sets the output names of the variables
|
---|
233 | end
|
---|
234 |
|
---|
235 | %% get the dimensions and attributes associated to variables
|
---|
236 | var_dim=cell(size(var_index));% initiate list of dimensions for variables
|
---|
237 | for ivar=1:length(var_index)
|
---|
238 | var_dim{ivar}=dimids{var_index(ivar)}+1; %netcdf dimension indices used by the variable #ivar
|
---|
239 | Data.VarDimName{ivar}=ListDimNameNetcdf(var_dim{ivar});
|
---|
240 | flag_used(var_dim{ivar})=ones(size(var_dim{ivar}));%flag_used =1 for the indices of used dimensions
|
---|
241 | for iatt=1:nbatt(var_index(ivar))
|
---|
242 | attname = netcdf.inqAttName(nc,var_index(ivar)-1,iatt-1);
|
---|
243 | valuestr= netcdf.getAtt(nc,var_index(ivar)-1,attname);
|
---|
244 | attname=regexprep(attname,{'\','/','\.','-',' '},{'','','','',''});%remove '\','.' or '-' if exists
|
---|
245 | if strcmp(attname(1),'_')
|
---|
246 | attname(1)=[];
|
---|
247 | end
|
---|
248 | try
|
---|
249 | if ~isempty(valuestr)
|
---|
250 | Data.VarAttribute{ivar}.(attname)=valuestr;
|
---|
251 | end
|
---|
252 | catch ME
|
---|
253 | display(attname)
|
---|
254 | display(valuestr)
|
---|
255 | display(ME.message)
|
---|
256 | Data.VarAttribute{ivar}.(['atrr_' num2str(iatt)])='not read';
|
---|
257 | end
|
---|
258 | end
|
---|
259 | end
|
---|
260 |
|
---|
261 | %% select the dimensions used for the set of input variables
|
---|
262 | if ~isempty(var_index)
|
---|
263 | dim_index=find(flag_used);%list of netcdf dimensions indices corresponding to used dimensions
|
---|
264 | Data.ListDimName=ListDimNameNetcdf(dim_index);
|
---|
265 | Data.DimValue=dim_value(dim_index);
|
---|
266 | if input_index==4% if a dimension is selected as time
|
---|
267 | Data.DimValue(TimeDimIndex)=numel(TimeIndex);
|
---|
268 | end
|
---|
269 | end
|
---|
270 |
|
---|
271 | %% get the values of the input variables
|
---|
272 | if ~isempty(ListVarName)
|
---|
273 | for ivar=1:length(var_index)
|
---|
274 | VarName=Data.ListVarName{ivar};
|
---|
275 | VarName=regexprep(VarName,'-','_'); %suppress '-' if it exists in the NetCDF variable name (leads to errors in matlab)
|
---|
276 | % CheckSub=0;
|
---|
277 | if input_index==4% if a dimension is selected as time
|
---|
278 | ind_vec=zeros(1,numel(var_dim{ivar}));% vector with zeros corresponding to al the dimensions of the variable VarName
|
---|
279 | ind_size=dim_value(var_dim{ivar});% vector giving the size (for each dimension) of the variable VarName
|
---|
280 | index_time=find(var_dim{ivar}==TimeDimIndex);
|
---|
281 | if ~isempty(index_time)
|
---|
282 | if ind_size(index_time)<max(TimeIndex)
|
---|
283 | errormsg=['requested index ' num2str(TimeIndex) ' exceeds matrix dimension'];
|
---|
284 | return
|
---|
285 | end
|
---|
286 | ind_vec(index_time)=TimeIndex-1;% selected index(or indices) to read
|
---|
287 | ind_size(index_time)=numel(TimeIndex);%length of the selected set of time indices
|
---|
288 | if numel(TimeIndex)==1 && ~strcmp(VarName,TimeVarName)
|
---|
289 | Data.VarDimName{ivar}(index_time)=[];% for a single selected time remove the time in the list of dimensions (except for tTime itself)
|
---|
290 | end
|
---|
291 | end
|
---|
292 | Data.(VarName)=netcdf.getVar(nc,var_index(ivar)-1,ind_vec,ind_size); %read the variable data
|
---|
293 | Data.(VarName)=squeeze(Data.(VarName));%remove singeton dimension
|
---|
294 | else
|
---|
295 | Data.(VarName)=netcdf.getVar(nc,var_index(ivar)-1); %read the whole variable data
|
---|
296 | end
|
---|
297 | if xtype(var_index(ivar))==5
|
---|
298 | Data.(VarName)=double(Data.(VarName)); %transform to double for single pecision
|
---|
299 | end
|
---|
300 | end
|
---|
301 | end
|
---|
302 | Data.VarType=xtype(var_index);
|
---|
303 |
|
---|
304 | %% -------- close fle-----------
|
---|
305 | if testfile==1
|
---|
306 | netcdf.close(nc)
|
---|
307 | end
|
---|
308 |
|
---|