%'find_file_indices': test field structure for input in proj_field and plot_field % group the variables into 'fields' with common dimensions %------------------------------------------------------------------------ % function [CellVarIndex,NbDim,CoordType,VarRole,errormsg]=find_field_cells(Data)=find_field_cells(Data) % % OUTPUT: % CellVaxIndex: cell whose elements are arrays of the variable indices in the list Data.ListVarName for each field cell % CellvarIndex{i} represents a set of variables with the same dimensions % NbDim: array with the length of CellVarIndex, giving the space dimension of each field cell % CoordType: cell array with elements 'scattered','grid','tps'; type of coordinates for each field cell % VarRole: cell array of structures with fields % .coord_x, y, z: indices (in .ListVarname) of variables representing scattered (unstructured) coordinates x, y, z % .vector_x,_y,_z: indices of variables giving the vector components x, y, z % .warnflag: index of warnflag % .errorflag: index of error flag % .ancillary: indices of ancillary variables % .image : B/W image, (behaves like scalar) % .color : color image, the last index, which is not a coordinate variable, represent the 3 color components rgb % .discrete: like scalar, but set of data points without continuity, represented as dots in a usual plot, instead of continuous lines otherwise % .scalar: scalar field (default) % .coord: vector of indices of coordinate variables corresponding to matrix dimensions % % .FieldRequest= 'interp_lin', 'interp_tps' indicate whether lin interpolation or derivatives (tps) is needed to calculate the requested field % .Operation = operation to be performed to finalise the field cell after projection % .SubCheck=0 /1 indicate that the field must be substracted (second entry in uvmat) % errormsg: error message % % INPUT: % Data: structure representing fields, output of check_field_structure % .ListVarName: cell array listing the names (cahr strings) of the variables % .VarDimName: cell array of cells containing the set of dimension names for each variable of .ListVarName % .VarAttribute: cell array of structures containing the variable attributes: % .VarAttribute{ilist}.key=value, where ilist is the variable % index, key is the name of the attribute, value its value (char string or number) % % HELP: % to get the dimensions of arrays common to the field #icell % VarIndex=CellVarIndex{icell}; % list of variable indices % DimIndex=Data.VarDimIndex{VarIndex(1)} % list of dimensions for each variable in the cell #icell % %AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA % Copyright Joel Sommeria, 2008, LEGI / CNRS-UJF-INPG, sommeria@coriolis-legi.org. %AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA % This file is part of the toolbox UVMAT. % % UVMAT is free software; you can redistribute it and/or modify % it under the terms of the GNU General Public License as published by % the Free Software Foundation; either version 2 of the License, or % (at your option) any later version. % % UVMAT is distributed in the hope that it will be useful, % but WITHOUT ANY WARRANTY; without even the implied warranty of % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the % GNU General Public License (file UVMAT/COPYING.txt) for more details.for input in proj_field and plot_field % group the variables into 'fields' with common dimensions function [CellVarIndex,NbDim,CoordType,VarRole,errormsg]=find_field_cells(Data) CellVarIndex={}; CellVarType=[]; errormsg=[]; if ~isfield(Data,'ListVarName'), erromsg='the list of variables .ListVarName is missing';return;end if ~isfield(Data,'VarDimName'), erromsg='the list of dimensions .VarDimName is missing';return;end nbvar=numel(Data.ListVarName);%number of field variables if ~isequal(numel(Data.VarDimName),nbvar), erromsg='.ListVarName and .VarDimName have unequal length';return;end if isfield(Data,'ListDimName')&& isfield(Data,'DimValue')&&isequal(numel(Data.ListDimName),numel(Data.DimValue)) check_dim=1;% dimensions of data defined, data not needed for this function else check_dim=0; for ilist=1:numel(ListVarName) if ~isfield(Data,Data.ListVarName{ilist}) errormsg=['missing variable ' Data.ListVarName{ilist}]; return end end end icell=0; NbDim=[]; VarDimIndex=[]; VarDimName={}; %% role of variables and list of requested operations %ListRole={'coord_x','coord_y','coord_z','vector_x','vector_y','vector_z','vector_x_tps','vector_y_tps','warnflag','errorflag',... % 'ancillary','image','color','discrete','scalar','coord_tps'};% rmq vector_x_tps and vector_y_tps to be replaced by vector_x and vector_y Role=num2cell(blanks(nbvar));%initialize a cell array of nbvar blanks FieldRequest=regexprep(Role,' ',''); % fieldRequest set to '' by default Operation=cell(size(Role)); % fieldRequest set to {} by default CheckSub=zeros(size(Role));% =1 for fields to substract Role=regexprep(Role,' ','scalar'); % Role set to 'scalar' by default if isfield(Data,'VarAttribute') for ivar=1:numel(Data.VarAttribute) if isfield(Data.VarAttribute{ivar},'Role') Role{ivar}=Data.VarAttribute{ivar}.Role; end if isfield(Data.VarAttribute{ivar},'FieldRequest') FieldRequest{ivar}=Data.VarAttribute{ivar}.FieldRequest; end if isfield(Data.VarAttribute{ivar},'Operation') Operation{ivar}=Data.VarAttribute{ivar}.Operation; end if isfield(Data.VarAttribute{ivar},'CheckSub') CheckSub(ivar)=Data.VarAttribute{ivar}.CheckSub; end end end %% find scattered coordinates ivar_coord_x=find(strcmp('coord_x',Role); VarDimCell=cell(numel(ivar_coord_x)); check_select=zeros(1,nbvar); CellVarIndex=cell(1,numel(ivar_coord_x)); CoordType=cell(1,numel(ivar_coord_x)); VarRole=cell(1,numel(ivar_coord_x)); for icell=1:numel(ivar_coord_x) DimCell=Data.VarDimName{ivar_coord_x(icell)}; if ischar(DimCell),DimCell={DimCell};end check_cell=zeros(numel(DimCell),nbvar); for idim=1:numel(DimCell) for ivar=1:nbvar check_cell(idim,ivar)=strcmp(DimCell{idim},Data.VarDimName{ivar}); end end check_cell=sum(check_cell,1)==numel(DimCell);%logical array=1 for variables belonging to the current cell VarIndex=find(check_cell); if ~(numel(VarIndex)==1 && numel(DimCell)==1)% exclude case of isolated coord_x variable (treated later) if numel(VarIndex)==1 && numel(DimCell)>1% no variable associated to coordinate NbDim(icell)=0; else VarRole{icell}.Coord=ivar_coord_x(icell); ind_y=find(strcmp('coord_y',Role(CellVarIndex{icell}))); if numel(VarIndex)==2||isempty(ind_y)% no variable, except possibly y NbDim(icell)=1; else CoordType{icell}='scattered'; ind_z=find(strcmp('coord_z',Role(CellVarIndex{icell}))); if numel(VarIndex)==3||isempty(ind_z)% no z variable, except possibly as a fct z(x,y) VarRole{icell}.Coord=[VarIndex(ind_y) VarRole{icell}.Coord]; NbDim(icell)=2; else VarRole{icell}.Coord=[VarIndex(ind_z) VarRole{icell}.Coord]; NbDim(icell)=3; end end end CellVarIndex{icell}=VarIndex; check_select=check_select|check_cell; end end %% look for tps coordinates ivar_remain=find(~check_select); check_coord_tps= strcmp('coord_tps',Role(~check_select)); ivar_tps=ivar_remain(check_coord_tps); for icell_tps=1:numel(ivar_tps) DimCell=Data.VarDimName{ivar_tps(icell_tps)}; icell=numel(CellVarIndex)+icell_tps; VarRole{icell}.Coord=ivar_tps(icell); VarRole{icell}.subrange_tps=[]; VarRole{icell}.nbsites_tps=[]; if numel(DimCell)==3 VarDimName=Data.VarDimName(~check_select); for ivardim=1:numel(VarDimName) if strcmp(VarDimName{ivardim},DimCell{3}) VarRole{icell}.nbsites_tps= ivar_remain(ivardim); check_cell(ivar_remain(ivardim))=1;% nbre of sites for each tps subdomain elseif strcmp(VarDimName{ivardim}{1},DimCell{2}) && strcmp(VarDimName{ivardim}{3},DimCell{3}) VarRole{icell}.subrange_tps=ivar_remain(ivardim); check_cell(ivar_remain(ivardim))=1;% subrange definiton for tps elseif strcmp(VarDimName{ivardim}{1},DimCell{1}) && strcmp(VarDimName{ivardim}{2},DimCell{3}) check_cell(ivar_remain(ivardim))=1;% variable end end end if check_dim check_index= strcmp(DimCell{2},Data.ListDimName); NbDim(icell)=Data.DimValue(check_index); else NbDim(icell)=size(Data.(Data.ListVarName{VarRole{icell}.Coord}),2); end CoordType{icell}='tps'; CellVarIndex{icell}=find(check_cell); check_select=check_select|check_cell; end %% look for dimension variables and corresponding gridded data ivar_remain=find(~check_select); check_coord= cellfun(@numel,VarDimName)==1|cellfun(@ischar,VarDimName)==1;% find variables with a single dimension ListCoordIndex=ivar_remain(check_coord); ListCoordName=Data.ListVarName(ListCoordIndex); ListDimName=Data.VarDimName(ListCoordIndex); for ilist=1:numel(ListCoordIndex) if ischar(ListDimName{ilist}) ListDimName{ilist}=ListDimName(ilist);%transform string to cell end if check_dim check_index= strcmp(ListDimName{ilist}{1},Data.ListDimName); DimValue=Data.DimValue(check_index); else DimValue=numel(Data.(ListCoordName{ilist}); end if DimValue==2% case of uniform grid coordinate defined by lower and upper bounds only ListDimName{ilist}=ListCoordName{ilist};% look for dimensions with name equal to coordinate for end end NewCellVarIndex={}; NewCellDimIndex={]; NewNbDim=[]; NewCoordType={}; NewVarRole={}; VarDimName=Data.VarDimName(~check_select);%dimensions of remaining variables for ivardim=1:numel(VarDimName) % loop on the list of remaining variables DimCell=VarDimName{ivardim};% dimension names of the current variable DimIndices=[]; for idim=1:numel(DimCell) ind_dim=find(strcmp(DimCell{idim},ListDimName));%find the dim index in the list of coord dim if ~isempty(ind_dim) DimIndices=[DimIndices ind_dim]; %update the list of coord dims included in DimCell end end check_previous=0; for iprev=1:numel(NewCellVarIndex) if isequal(DimIndices,NewCellDimIndex{iprev}) NewCellVarIndex{iprev}=[NewCellVarIndex{iprev} ivar_remain(ivardim)];%append the current variable index to the found field cell check_previous=1; break end end if ~check_previous nbcell=numel(NewCellVarIndex)+1; NewCellVarIndex{nbcell}=[ivar_remain(ivardim)];% create a new field cell with the current variable index NewCellDimIndex{nbcell}=DimIndices; NewNbDim(nbcell)=numel(DimIndices); NewCoordType{nbcell}='grid'; NewVarRole{nbcell}.Coord=ListCoordIndex(DimIndices); end end CellVarIndex=[CellVarIndex NewCellVarIndex]; NbDim=[NbDim NewNbDim]; CoordType=[CoordType NewCoordType]; VarRole=[VarRole NewVarRole]; %% suppress empty cells check_empty=cellfun(@isempty,CellVarIndex); CellVarIndex(check_empty)=[]; NbDim(check_empty)=[]; CoordType(check_empty)=[]; VarRole(check_empty)=[]; %% document roles of non-coordinate variables ListRole={'vector_x','vector_y','vector_z','vector_x_tps','vector_y_tps','warnflag','errorflag',... 'ancillary','image','color','discrete','scalar'};% except coord,coord_x,_y,_z,Coord_tps already taken, into account for icell=1:numel(CellVarIndex) VarIndex=CellVarIndex{icell}; for ivar=VarIndex if isfield(VarRole{icell},Role{ivar}) VarRole{icell}.(Role{ivar})=[VarRole{icell}.(Role{ivar}) ivar]; else VarRole{icell}.(Role{ivar})= ivar; end if ~isempty(FieldRequest{ivar}) VarRole{icell}.FieldRequest=FieldRequest{ivar}; end if ~isempty(Operation{ivar}) VarRole{icell}.Operation=Operation{ivar}; end if CheckSub{ivar}==1 VarRole{icell}.CheckSub=1; end end end