fast_analysis.m

gyacomodir = pwd; gyacomodir = gyacomodir(1:end-2); % get code directory
addpath(genpath([gyacomodir,'matlab'])) % ... add
addpath(genpath([gyacomodir,'matlab/plot'])) % ... add
addpath(genpath([gyacomodir,'matlab/compute'])) % ... add
addpath(genpath([gyacomodir,'matlab/load'])) % ... add
default_plots_options
% Partition of the computer where the data have to be searched
PARTITION  = '/misc/gyacomo23_outputs/';
% PARTITION = '/home/ahoffman/gyacomo/';

%% Tests
% resdir = 'test_stepon_AA/CBC_stepon_AA';
% resdir = 'test_stepon_AA/CBC_no_stepon_AA'; % No clear conclusions
%% CBC benchmark
% resdir = 'paper_2_GYAC23/CBC/3x2x128x64x24';
% resdir = 'paper_2_GYAC23/CBC/3x2x128x64x24_nu_5e-2';
% resdir = 'paper_2_GYAC23/CBC/5x3x128x64x24';
% resdir = 'paper_2_GYAC23/CBC/7x4x128x64x24';
% resdir = 'paper_2_GYAC23/CBC/21x6x192x96x24';

%% low precision kT scan
% resdir = 'paper_2_GYAC23/local_runs/1x2x64x48x16/CBC';
% resdir = 'paper_2_GYAC23/local_runs/1x2x64x48x16/CBC_dp';
% resdir = 'paper_2_GYAC23/local_runs/1x2x128x64x16/CBC';

% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/5x2x64x48x16/kT_3.5';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/5x2x64x48x16/kT_4.0';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/5x2x64x48x16/kT_4.5';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/5x2x64x48x16/kT_5.3';
% resdir = 'paper_2_GYAC23/local_runs/5x2x64x48x16/CBC';
% resdir = 'paper_2_GYAC23/local_runs/5x2x64x48x16/CBC_noise_init';

% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/9x2x64x48x16/kT_3.5';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/9x2x64x48x16/kT_4.0';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/9x2x64x48x16/kT_4.5';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/9x2x64x48x16/kT_5.3';
% resdir = 'paper_2_GYAC23/local_runs/9x2x64x48x16/CBC';

% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/11x2x64x48x16/kT_4.0';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/11x2x64x48x16/kT_4.5';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/11x2x64x48x16/kT_5.3';
% resdir = 'paper_2_GYAC23/local_runs/nu=0.05/11x2x64x48x16/CBC';
% resdir = 'paper_2_GYAC23/local_runs/11x2x64x48x16/CBC';

%% Collision scan
% resdir = 'paper_2_GYAC23/collision_study/nuLDGK_scan_CBC/7x2x64x48x16/nu_0.1';
% resdir = 'paper_2_GYAC23/collision_study/nuLDGK_scan_CBC/9x2x64x48x16/nu_0.1';
% resdir = 'paper_2_GYAC23/collision_study/nuLDGK_scan_CBC/9x2x64x48x16/nu_0.1';
% resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/9x5x128x64x24/nu_0.5';
% resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/5x3x128x64x24/nu_0.5';
% resdir = 'paper_2_GYAC23/collision_study/nuSGGK_scan_kT_5.3/9x5x128x64x24/nu_0.5';
% resdir = 'paper_2_GYAC23/collision_study/nuSGGK_scan_kT_5.3/9x5x128x64x24_Lx200/nu_0.5';
% resdir = 'paper_2_GYAC23/collision_study/nuLDGK_scan_kT_5.3/9x5x128x64x24/nu_0.005';
% resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/11x6x192x96x24/nu_0.1';

% resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/9x5x192x96x24/nu_0.2';
% resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/17x9x192x96x24/nu_0.2';

% resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/9x5x192x96x24/nu_0.02';
resdir = 'paper_2_GYAC23/collision_study/nuDGGK_scan_kT_5.3/17x9x192x96x24/nu_0.02';

% resdir = 'paper_2_GYAC23/collision_study/nuSGGK_scan_kT_5.3/9x5x192x96x24/nu_0.2';
% resdir = 'paper_2_GYAC23/collision_study/nuSGGK_scan_kT_5.3/17x9x192x96x24/nu_0.02';
%% kT eff study
% resdir = 'paper_2_GYAC23/kT_eff_study/1x3x128x64x24_kT_3.0/Lx120';
% resdir = 'paper_2_GYAC23/kT_eff_study/1x3x128x64x24_kT_3.0/Lx240';
% resdir = 'paper_2_GYAC23/kT_eff_study/3x3x128x64x24_kT_3.4/Lx120';
% resdir = 'paper_2_GYAC23/kT_eff_study/3x3x128x64x24_kT_3.4/Lx240';
% resdir = 'paper_2_GYAC23/kT_eff_study/5x3x128x64x24_kT_3.5';
% resdir = 'paper_2_GYAC23/kT_eff_study/7x3x128x64x24_kT_3.6/truncation';
% resdir = 'paper_2_GYAC23/kT_eff_study/7x3x128x64x24_kT_3.6/dmax';

%% dev
% PARTITION='';
% resdir = '/home/ahoffman/gyacomo/testcases/zpinch_3D';
% resdir = '/home/ahoffman/gyacomo';
%% CBC benchmark
% resdir = '/misc/gyacomo23_outputs/paper_2_GYAC23/kT_scan_nu_1e-3/3x2x128x64x24/kT_7.0';
% resdir = '/misc/gyacomo23_outputs/paper_2_GYAC23/kT_scan_nu_1e-3/5x3x128x64x24/kT_7.0';
% resdir = '/misc/gyacomo23_outputs/paper_2_GYAC23/kT_scan_nu_1e-3/9x5x128x64x24/kT_7.0';
% resdir = '/misc/gyacomo23_outputs/paper_2_GYAC23/kT_scan_nu_1e-3/17x9x128x64x24/kT_7.0';
% resdir = '/misc/gyacomo23_outputs/paper_2_GYAC23/kT_scan_nu_1e-3/31x16x128x64x24/kT_7.0';
 %%
J0 = 00; J1 = 10;

% Load basic info (grids and time traces)
DATADIR = [PARTITION,resdir,'/'];
data    = {};
data    = compile_results_low_mem(data,DATADIR,J0,J1);

if 1
%% Plot transport and phi radial profile
[data.PHI, data.Ts3D] = compile_results_3D(DATADIR,J0,J1,'phi');

options.TAVG_0   = 100;
options.TAVG_1   = 1000;
options.NCUT     = 5;              % Number of cuts for averaging and error estimation
options.NMVA     = 1;              % Moving average for time traces
% options.ST_FIELD = '\Gamma_x';   % chose your field to plot in spacetime diag (e.g \phi,v_x,G_x)
options.ST_FIELD = '\phi';          % chose your field to plot in spacetime diag (e.g \phi,v_x,G_x)
options.INTERP   = 0;
options.RESOLUTION = 256;
plot_radial_transport_and_spacetime(data,options);
end

if 0
%% MOVIES %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Options
% [data.PHI, data.Ts3D] = compile_results_3D(DATADIR,J0,J1,'phi');
% [data.Na00, data.Ts3D] = compile_results_3Da(DATADIR,J0,J1,'Na00');
% data.Ni00 = reshape(data.Na00(1,:,:,:,:),data.grids.Nky,data.grids.Nkx,data.grids.Nz,numel(data.Ts3D));
options.INTERP    = 1;
options.POLARPLOT = 0;
% options.NAME      = '\phi';
% options.NAME      = '\phi^{NZ}';
% options.NAME      = '\omega_z';
options.NAME     = 'N_i^{00}';
% options.NAME      = 's_{Ey}';
% options.NAME      = 'n_i^{NZ}';
% options.NAME      = 'Q_x';
% options.NAME      = 'n_i';
% options.NAME      = 'n_i-n_e';
options.PLAN      = 'xy';
% options.NAME      = 'f_i';
% options.PLAN      = 'sx';
options.COMP      = 'avg';
% options.TIME      = data.Ts5D(end-30:end);
options.TIME      =  data.Ts3D(1:1:end);
% options.TIME      = [0:1500];
data.EPS          = 0.1;
data.a = data.EPS * 2000;
options.RESOLUTION = 256;
create_film(data,options,'.gif')
end

if 0
%% fields snapshots
% Options
[data.Na00, data.Ts3D] = compile_results_3Da(DATADIR,J0,J1,'Na00');
[data.PHI, data.Ts3D] = compile_results_3D(DATADIR,J0,J1,'phi');
data.Ni00 = reshape(data.Na00(1,:,:,:,:),data.grids.Nky,data.grids.Nkx,data.grids.Nz,numel(data.Ts3D));

options.INTERP    = 0;
options.POLARPLOT = 0;
options.AXISEQUAL = 0;
options.NORMALIZE = 0;
options.NAME      = 'N_i^{00}';
% options.NAME      = '\phi';
options.PLAN      = 'xy';
options.COMP      = 'avg';
options.TIME      = [100 200 300];
options.RESOLUTION = 256;
fig = photomaton(data,options);
% save_figure(data,fig)
end
if 0
%% Performance profiler
profiler(data)
end

if 1
%% Hermite-Laguerre spectrum
[data.Napjz, data.Ts3D] = compile_results_3Da(DATADIR,J0,J1,'Napjz');
% [data.Napjz, data.Ts3D] = compile_results_3D(DATADIR,J0,J1,'Nipjz');
options.ST         = 1;
options.NORMALIZED = 0;
options.LOGSCALE   = 1;
options.FILTER     = 0; %filter the 50% time-average of the spectrum from
options.TAVG_2D    = 1; %Show a 2D plot of the modes, 50% time averaged
options.TAVG_2D_CTR= 1; %make it contour plot
fig = show_moments_spectrum(data,options);
end

if 0
%% Mode evolution
[data.PHI, data.Ts3D] = compile_results_3D(DATADIR,J0,J1,'phi');

options.NORMALIZED = 0;
options.TIME   = [000:9000];
options.KX_TW  = [30 40]; %kx Growth rate time window
options.KY_TW  = [10 20];  %ky Growth rate time window
options.NMA    = 1;
options.NMODES = 800;
options.iz     = 'avg'; % avg or index
options.ik     = 1; % sum, max or index
options.fftz.flag = 0;
fig = mode_growth_meter(data,options);
% save_figure(data,fig,'.png')
end


if 0
%% Study singular values
[data.SV_ky_pj, data.Ts2D] = compile_results_2D(DATADIR,J0,J1,'sv_ky_pj');
nSV = data.grids.Np * data.grids.Nj;
colors_ = jet(nSV);
figure
for i = 1:nSV
    sv = squeeze(data.SV_ky_pj(i,:));
    semilogy(data.Ts2D,sv,...
        'color',colors_(i,:),'DisplayName',['SV ',num2str(i)]);hold on
end
legend('show');
end