diff --git a/matlab/JET/gdat_jet.m b/matlab/JET/gdat_jet.m
index 2197e8fd37b0b7eb7e9da8f31fb9dbd4824c0595..4bb12dda1018fae0b23b373b4fcb90e621522d45 100644
--- a/matlab/JET/gdat_jet.m
+++ b/matlab/JET/gdat_jet.m
@@ -574,7 +574,15 @@ elseif strcmp(mapping_for_jet.method,'switchcase')
         end
       else
         % assume same time for all
+        % mds_dir = '/home/amerle/public/mds-ssh';
+        mds_dir = '/home/amerle/public/mds-ssh3';
+        if exist(mds_dir,'dir') && ~strcmp(which('mdsipmex'),fullfile(mds_dir,'mdsipmex.mexa64'))
+          addpath(mds_dir);
+        end
 	mdsconnect(['ssh://' gdat_params.jet_user '@mdsplus.jetdata.eu']);
+        if exist(mds_dir,'dir') && ~strcmp(which('mdsipmex'),fullfile(mds_dir,'mdsipmex.mexa64'))
+          rmpath(mds_dir);
+        end
         rda_data_request = ['ppf/kk3/' num2str(i,'te%.2d')];
         bb = mdsvalue(['_bb=jet("' rda_data_request '",' num2str(shot) ')']);
         if ~isempty(bb) && numel(bb)==size(aa.data,2)
diff --git a/matlab/JET/rda_jet.m b/matlab/JET/rda_jet.m
index 1d93ae6919720ff5233c1fb18f345805c71bd438..f80caa56ce132f192e52b96632f5aa73baf4261f 100644
--- a/matlab/JET/rda_jet.m
+++ b/matlab/JET/rda_jet.m
@@ -34,7 +34,8 @@ end
 if usemdsplus
   % use mdsplus
 
-  mds_dir = '/home/amerle/codes/mds-ssh';
+  % mds_dir = '/home/amerle/public/mds-ssh';
+  mds_dir = '/home/amerle/public/mds-ssh3';
   if exist(mds_dir,'dir') && ~strcmp(which('mdsipmex'),fullfile(mds_dir,'mdsipmex.mexa64'))
     addpath(mds_dir);
   end
@@ -170,6 +171,9 @@ if usemdsplus
   if ~unix('test -d /home/duval/mdsplus')
     rmpath('/home/duval/mdsplus')
   end
+  if exist(mds_dir,'dir') && ~strcmp(which('mdsipmex'),fullfile(mds_dir,'mdsipmex.mexa64'))
+    rmpath(mds_dir);
+  end
 
 else
   % use RDA
diff --git a/matlab/TCV/gdat_tcv.m b/matlab/TCV/gdat_tcv.m
index 8b5bb3b1724748553286b748023d9478171a8f25..23935d1b8bbd5d348d8ae30720c2b64ac23ef16b 100644
--- a/matlab/TCV/gdat_tcv.m
+++ b/matlab/TCV/gdat_tcv.m
@@ -348,11 +348,13 @@ if do_mdsopen_mdsclose
     end
     mapping_for_tcv.expression = mapping_for_tcv.expression(7:end);
   elseif shot==-1 || liuqe_version_eff==-1
-    ishot = mdsopen('pcs', shot);
+    [ishot,shot_stat] = mdsopen('pcs', shot);
   else
-    ishot = mdsopen(shot); % if ishot equal to shot, then mdsclose at the end
+    [ishot,shot_stat] = mdsopen(shot); % if ishot equal to shot, then mdsclose at the end
   end
-  if isempty(ishot) || ishot~=shot
+  if mod(shot_stat,2)==0
+    ishot
+    warning('error opening shot');
     if gdat_params.nverbose>=1; warning(['cannot open shot= ' num2str(shot)]); end
     return
   end
@@ -2501,7 +2503,7 @@ elseif strcmp(mapping_for_tcv.method,'switchcase')
           if isempty(model_data.dim)
             fprintf('And it was NOT requested \n');
           else
-            fprintf('And it was requested. Check if plasma was a blip or if NB1 did not work \n');   
+            fprintf('And it was requested. Check if plasma was a blip or if NB1 did not work \n');
           end
         end
       end
@@ -2532,7 +2534,7 @@ elseif strcmp(mapping_for_tcv.method,'switchcase')
     end
     %
     if any(strmatch('nbi2',gdat_data.gdat_params.source))
-      % NB2  
+      % NB2
       nodenameeff = '\results::NB2:POWR_TCV';
       nb2_data_tdi = tdi(nodenameeff);
       if ~isempty(nb2_data_tdi.dim) && ~ischar(nb2_data_tdi.data) && ~isempty(nb2_data_tdi.dim)
@@ -2565,14 +2567,14 @@ elseif strcmp(mapping_for_tcv.method,'switchcase')
           if isempty(model_data.dim)
             fprintf('And it was NOT requested \n');
           else
-            fprintf('And it was requested. Check if plasma was a blip or if NB1 did not work \n');   
+            fprintf('And it was requested. Check if plasma was a blip or if NB1 did not work \n');
           end
         end
-      end        
+      end
     end
-    
+
     if any(strmatch('dnbi',gdat_data.gdat_params.source))
-    % NB2  
+    % NB2
     nodenameeff = '\RESULTS::DNBI:POWR_TCV';
       nb2_data_tdi = tdi(nodenameeff);
       if ~isempty(nb2_data_tdi.data) && ~ischar(nb2_data_tdi.data) && ~isempty(nb2_data_tdi.dim)
diff --git a/matlab/TCV_IMAS/tcv_get_ids_equilibrium.m b/matlab/TCV_IMAS/tcv_get_ids_equilibrium.m
index df66620aad9b3957ca9abf1f56611c92b540208b..54f872b86726933316a3eec34036fc6a2bf403f8 100644
--- a/matlab/TCV_IMAS/tcv_get_ids_equilibrium.m
+++ b/matlab/TCV_IMAS/tcv_get_ids_equilibrium.m
@@ -107,6 +107,7 @@ global_quantities_desc.volume = params_eff.data_request;
 params_eff.data_request = 'w_mhd';
 global_quantities.w_mhd = gdat(params_equilibrium.shot,params_eff);
 global_quantities_desc.w_mhd = params_eff.data_request;
+ids_equilibrium_description.global_quantities = global_quantities_desc;
 
 global_quantities_fieldnames = fieldnames(global_quantities);
 special_fields = {'magnetic_axis', 'psi_axis', 'q_min'}; % fields needing non-automatic treatments
@@ -214,9 +215,10 @@ for it=1:ntime
     ids_equilibrium.time_slice{it}.boundary.x_point = {};
   end
 end
+ids_equilibrium_description.boundary = boundary_desc;
+ids_equilibrium_description.boundary_temp = temp_desc;
 
 %% constraints
-% TODO: Add description
 
 % Measured values
 liuqe_time = ids_equilibrium.time; % Not necessarily magnetics time so far
@@ -224,9 +226,15 @@ mag_time   = mdsvalue('\magnetics::bpol_003:dim0');
 itime = iround_os(mag_time, liuqe_time);
 mag_time_req = mdscvt(mag_time(itime),'f');
 bpol = mdsvalue('\magnetics::bpol_003[$1,*]',mag_time_req);
+nbpol = size(bpol,2);
+constraints_desc.bpol_probe.measured = sprintf('from %s i=1:%d','\magnetics::bpol_003[i,*]',nbpol);
 flux = mdsvalue('tcv_idealloop("flux")[$1,*]',mag_time_req);
-diam = mdsvalue('\results::dmlcor[$1]',mag_time_req);
+nflux = size(flux,2);
+constraints_desc.flux_loop.measured = sprintf('from %s i=1:%d','tcv_idealloop("flux")[i,*]',nflux);
 ip   = mdsvalue('\magnetics::iplasma:trapeze[$1]',mag_time_req);
+constraints_desc.ip.measured = sprintf('from %s','\magnetics::iplasma:trapeze');
+diam = mdsvalue('\results::dmlcor[$1]',mag_time_req);
+constraints_desc.diamagnetic_flux.measured = sprintf('from %s','\results::dmlcor');
 % Coil currents since dim of constraints pf_current is IDS:pf_active/coil
 dim_pol = {'OH_001','OH_002','OH_002','OH_002','OH_002','OH_002','OH_002',...
            'E_001','E_002','E_003','E_004','E_005','E_006','E_007','E_008',...
@@ -236,26 +244,38 @@ ipol = mdsvalue('\magnetics::ipol[$1,$2]',mag_time_req,dim_pol);
 ipol(:,27:29) = -ipol(:,27:29); % Bottom G-coils
 dim_pol(30:32) = {'TOR_001'};
 ipol(:,30:32) = 0; % TOR_001 is not used in LIUQE
+nipol = size(ipol,2);
+constraints_desc.pf_current.measured = sprintf('from %s, ii from %s','\magnetics::ipol[t,ii]',cell2str(dim_pol,15));
 
 % Reconstructed values
 ipol_liuqe_order = [18,19*ones(1,6),1:16,17*ones(1,6)]; % LIUQE order is E F G OH
 bpol_liuqe = mdsvalue('tcv_eq("b_probe","liuqe.m")');
+constraints_desc.bpol_probe.reconstructed = sprintf('%s','tcv_eq("b_probe","liuqe.m")');
 flux_liuqe = mdsvalue('tcv_eq("psi_loop","liuqe.m")');
-diam_liuqe = mdsvalue('tcv_eq("tor_flux_dml","liuqe.m")');
+constraints_desc.flux_liuqe.reconstructed = sprintf('%s','tcv_eq("psi_loop","liuqe.m")');
 ip_liuqe   = mdsvalue('tcv_eq("i_pl","liuqe.m")');
+constraints_desc.ip.reconstructed = sprintf('%s','tcv_eq("i_pl","liuqe.m")');
+diam_liuqe = mdsvalue('tcv_eq("tor_flux_dml","liuqe.m")');
+constraints_desc.diamagnetic_flux.reconstructed = sprintf('%s','tcv_eq("tor_flux_dml","liuqe.m")');
 ipol_liuqe = mdsvalue('tcv_eq("i_pol","liuqe.m")');
 ipol_liuqe = ipol_liuqe(ipol_liuqe_order,:);
 ipol_liuqe(27:29,:) = -ipol_liuqe(27:29,:); % Bottom G-coils
 ipol_liuqe(30:32,:) = 0; % ... TOR
+constraints_desc.ipol_liuqe.reconstructed = sprintf('%s','tcv_eq("i_pol","liuqe.m")');
 
 % Weights (using old parameters tree for now)
 bpol_err = mdsvalue('\results::parameters:berr')./mdsvalue('\results::parameters:vvv[0:37]');
+constraints_desc.bpol_probe.weight = sprintf('(%s/%s)^2','\results::parameters:vvv[0:37]','\results::parameters:berr');
 flux_err = mdsvalue('\results::parameters:ferr')./mdsvalue('\results::parameters:www[0:37]')*2*pi;
-diam_err = 0.13e-3./mdsvalue('\results::parameters:idml');
+constraints_desc.flux_loop.weight = sprintf('(%s/%s)^2','\results::parameters:www[0:37]','\results::parameters:ferr');
 ip_err   = mdsvalue('\results::parameters:plcerr')*1e3;
+constraints_desc.ip.weight = sprintf('(1e-3/%s)^2','\results::parameters:plcerr');
+diam_err = 0.13e-3./mdsvalue('\results::parameters:idml');
+constraints_desc.diamagnetic_flux.weight = sprintf('(%s/0.13e-3)^2','\results::parameters:idml');
 ipol_err = mdsvalue('\results::parameters:cerr')./mdsvalue('\results::parameters:uuu[0:18]')*1e3;
 ipol_err = ipol_err(ipol_liuqe_order);
 ipol_err(30:32) = NaN;
+constraints_desc.pf_current.weight = sprintf('(1e-3*%s/%s)^2','\results::parameters:uuu[0:18]','\results::parameters:cerr');
 
 if ntime > 0
   constraints_orig = ids_equilibrium.time_slice{1}.constraints;
@@ -263,15 +283,16 @@ if ntime > 0
   ununsed_constraints = {'faraday_angle','mse_polarisation_angle','iron_core_segment',...
                          'n_e','n_e_line','pressure','q','x_point'};
   for name = ununsed_constraints, constraints_orig.(name{1})={}; end
+  constraints_desc.ununsed_constraints = ununsed_constraints;
 end
+keyboard
 for it = 1:ntime
   constraints = constraints_orig;
   % bpol_probe
-  nbpol = size(bpol,2);
   bpol_probe(1:nbpol) = constraints.bpol_probe(1);
   for ib = 1:nbpol
     bpol_probe{ib}.measured = bpol(it,ib);
-    bpol_probe{ib}.source = sprintf('IDS:magnetics/bpol_probe[%02d]/field',ib);
+    bpol_probe{ib}.source = sprintf('IDS:equilibrium/../constraints/bpol_probe[%02d]',ib);
     bpol_probe{ib}.time_measurement = mag_time(itime(it));
     bpol_probe{ib}.exact = 0;
     bpol_probe{ib}.weight = 1/(bpol_err(ib)).^2;
@@ -279,11 +300,10 @@ for it = 1:ntime
   end
   constraints.bpol_probe = bpol_probe;
   % flux_loop
-  nflux = size(flux,2);
   flux_loop(1:nflux) = constraints.flux_loop(1);
   for il = 1:nflux
     flux_loop{il}.measured = flux(it,il);
-    flux_loop{il}.source = sprintf('IDS:magnetics/flux_loop[%02d]/flux',il);
+    flux_loop{il}.source = sprintf('IDS:equilibrium/../constraints/flux_loop[%02d]',il);
     flux_loop{il}.time_measurement = mag_time(itime(it));
     flux_loop{il}.exact = 0;
     flux_loop{il}.weight = 1/(flux_err(il)).^2;
@@ -292,24 +312,23 @@ for it = 1:ntime
   constraints.flux_loop = flux_loop;
   % ip
   constraints.ip.measured = ip(it);
-  constraints.ip.source = 'IDS:magnetics/method[1]/ip';
+  constraints.ip.source = 'IDS:equilibrium/../constraints/ip';
   constraints.ip.time_measurement = mag_time(itime(it));
   constraints.ip.exact = 0;
   constraints.ip.weight = 1/(ip_err).^2;
   constraints.ip.reconstructed = ip_liuqe(it);
   % diamagnetic_flux
   constraints.diamagnetic_flux.measured = diam(it);
-  constraints.diamagnetic_flux.source = 'IDS:magnetics/method[1]/diamagnetic_flux';
+  constraints.diamagnetic_flux.source = 'IDS:equilibrium/../constraints/diamagnetic_flux';
   constraints.diamagnetic_flux.time_measurement = mag_time(itime(it));
   constraints.diamagnetic_flux.exact = 0;
   constraints.diamagnetic_flux.weight = 1/(diam_err).^2;
   constraints.diamagnetic_flux.reconstructed = diam_liuqe(it);
   % pf_current
-  nipol = size(ipol,2);
   pf_current(1:nipol) = constraints.pf_current(1);
   for ic = 1:nipol
     pf_current{ic}.measured = ipol(it,ic);
-    pf_current{ic}.source = sprintf('IDS:pf_active/coil[%02d]/current',ic);
+    pf_current{ic}.source = sprintf('IDS:equilibrium/../constraints/pf_current[%02d]',ic);
     pf_current{ic}.time_measurement = mag_time(itime(it));
     if strcmp(dim_pol{ic},'TOR_001')
       pf_current{ic}.source = [pf_current{ic}.source,' replaced with 0'];
@@ -465,6 +484,8 @@ for it=1:ntime
   end
 end
 
+ids_equilibrium_description.profiles_1d = profiles_1d_desc;
+
 % special cases
 for it=1:ntime
   ids_equilibrium.time_slice{it}.global_quantities.magnetic_axis.b_field_tor = ids_equilibrium.time_slice{it}.profiles_1d.f(1) ...
@@ -496,9 +517,13 @@ profiles_2d.grid_type.description = 'Cylindrical R,Z ala eqdsk';
 params_eff.data_request = 'psi';
 profiles_2d.psi = gdat(params_equilibrium.shot,params_eff); % add psi_bound in a second step in special cases
 profiles_2d_desc.psi = [params_eff.data_request ' adding psi_bound in a 2nd step'];
-% r = gdat(params_equilibrium.shot,'r','machine',gdat_params.machine); % not to be filled since in grid.dim1
+%profiles_2d.r = profiles_2d.psi;
+profiles_2d.r.data = repmat(repmat(profiles_2d.psi.dim{1},1,65),1,1,1299);
+profiles_2d_desc.r = 'from dim{1} of ''psi'' repeated';
+profiles_2d.z.data = repmat(repmat(profiles_2d.psi.dim{2}',28,1),1,1,1299);
+profiles_2d_desc.z = 'from dim{2} of ''psi'' repeated';
+
 % theta = gdat(params_equilibrium.shot,'theta','machine',gdat_params.machine);
-% z = gdat(params_equilibrium.shot,'z','machine',gdat_params.machine); % not to be filled since in grid.dim2
 
 profiles_2d_fieldnames = fieldnames(profiles_2d);
 special_fields = {'grid', 'grid_type'}; % fields needing non-automatic treatments
@@ -529,6 +554,8 @@ for it=1:ntime
       global_quantities.psi_boundary.data(it);
 end
 
+ids_equilibrium_description.profiles_2d = profiles_2d_desc;
+
 % make arrays not filled in empty:
 ids_equilibrium.grids_ggd = {};
 for it=1:numel(ids_equilibrium.time_slice)
diff --git a/matlab/gdat_plot.m b/matlab/gdat_plot.m
index 33348707f61f7f7242be802917b019cda692b364..aba5eacfcbedb02f4c1507492dd2cefeaaec9d59 100644
--- a/matlab/gdat_plot.m
+++ b/matlab/gdat_plot.m
@@ -124,7 +124,7 @@ if all(isfield(gdat_data,{'data','t'})) && ~isempty(gdat_data.data) && ~isempty(
     zoom on;
   end
   maxnblines = 1;
-  if strcmp(gdat_data.gdat_params.data_request,'powers') && length(ab)==length(gdat_data.label)
+  if any(strcmp(gdat_data.gdat_params.data_request,'powers')) && length(ab)==length(gdat_data.label)
     % keep legend from label
   else
     for i=1:numel(linehandles)