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execute_me.jl
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execute_me.jl
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current_folder = pwd()
using Distributed
printstyled("\nM-H algorithm for star model with $(nprocs()) Markov chain(s)\n\n"; bold=true, color=:blue)
if (nprocs() > length(Sys.cpu_info()))
printstyled("WARNING: you are using more chains than available cores on this system. Performances will be affected\n"; bold=true, color=:red)
end
sleep(2)
println("precompiling packages...")
@everywhere begin
include("inc/pkgs.jl")
end
println("done\n")
println("precompiling code...")
@everywhere begin
include("configs_to_compute.jl")
include("inc/pkgs.jl")
include("src/init.jl")
include("src/random_walk.jl")
include("src/star_amplitude.jl")
include("src/utilities.jl")
include("src/check.jl")
include("src/operators_def.jl")
include("src/angles.jl")
include("src/volumes.jl")
include("src/entropy.jl")
end
println("done\n")
println("checking configurations to compute...")
check_on_preliminary_parameters(data_folder_path, verbosity_random_walk, verbosity_flux)
@everywhere begin
chain_id = myid()
number_of_chains = nprocs()
number_conf = size(Configurations)[1]
for user_conf in Configurations
check_configuration!(user_conf, data_folder_path, verbosity_random_walk, verbosity_flux, chain_id)
end
end
println("done\n")
println("creating folders...")
for user_conf in Configurations
conf = init_config(user_conf, data_folder_path)
make_folders(conf)
end
println("done\n")
println("checking stored draws and operators...")
@everywhere begin
for user_conf in Configurations
conf = init_config(user_conf, data_folder_path)
check_stored_operators!(user_conf, conf, data_folder_path, verbosity_flux, chain_id, number_of_chains)
end
end
println("done\n")
println("-------------------------------------------------------------------------\n")
@everywhere begin
for user_conf in Configurations
conf = init_config(user_conf, data_folder_path, user_conf[6][3], user_conf[6][4], user_conf[7][3], user_conf[7][4], user_conf[7][5], user_conf[7][6], user_conf[8][5], user_conf[8][6], user_conf[8][7], user_conf[8][8], user_conf[9][3], user_conf[9][4])
if (chain_id == 1)
printstyled("Starting with configuration:\nM=$(conf.M), j=$(conf.j), N=$(conf.N), b=$(conf.b), σ=$(conf.σ)\n\n"; bold=true, color=:bold)
sleep(1)
end
@load "vertex_ampls/$(conf.M)/vertex_j=$(conf.j).jld2" vertex
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.random_walk == true)
if (chain_id == 1)
printstyled("Starting the random walk...\n"; color=:blue)
end
if (conf.add_chains == true)
if (chain_id == 1)
println("There are $(conf.total_draws_already_stored) draws already stored for this configuration, and $(number_of_chains) will be added\n")
@time random_walk_function(conf.j, conf.D, conf.d, vertex, conf.N, conf.b, conf.σ, conf.draws_folder, conf.ampls_folder, chain_id, verbosity_random_walk, conf.total_draws_already_stored)
else
random_walk_function(conf.j, conf.D, conf.d, vertex, conf.N, conf.b, conf.σ, conf.draws_folder, conf.ampls_folder, chain_id, verbosity_random_walk, conf.total_draws_already_stored)
end
else
if (chain_id == 1)
@time random_walk_function(conf.j, conf.D, conf.d, vertex, conf.N, conf.b, conf.σ, conf.draws_folder, conf.ampls_folder, chain_id, verbosity_random_walk)
else
random_walk_function(conf.j, conf.D, conf.d, vertex, conf.N, conf.b, conf.σ, conf.draws_folder, conf.ampls_folder, chain_id, verbosity_random_walk)
end
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_angles == true)
if (chain_id == 1)
printstyled("\nStarting computing angles <A_n> for n=1...20\n...\n"; color=:green)
end
if (conf.random_walk == false && conf.angles_already_stored_for_this_chain == true)
# skip angles computation for this chain
else
angles = Array{Float64}(undef, 20)
angles_sq = Array{Float64}(undef, 20)
angles_vector_values = angle_vector(conf.j, conf.D, conf.d)
@load "$(conf.draws_folder)/draws_chain=$(chain_id).jld2" draws
number_of_draws = size(draws)[1]
if (conf.add_chains == true)
if (chain_id == 1)
println("There are $(conf.total_angles_already_stored) angles already stored for this configuration, and $(number_of_chains) will be added\n")
compute_angles_function!(conf.j_half_int, conf.D, draws, number_of_draws, angles, angles_sq, angles_vector_values, conf.N, conf.b, conf.angles_folder, conf.angles_sq_folder, chain_id, conf.total_angles_already_stored)
else
compute_angles_function!(conf.j_half_int, conf.D, draws, number_of_draws, angles, angles_sq, angles_vector_values, conf.N, conf.b, conf.angles_folder, conf.angles_sq_folder, chain_id, conf.total_angles_already_stored)
end
else
if (chain_id == 1)
compute_angles_function!(conf.j_half_int, conf.D, draws, number_of_draws, angles, angles_sq, angles_vector_values, conf.N, conf.b, conf.angles_folder, conf.angles_sq_folder, chain_id)
else
compute_angles_function!(conf.j_half_int, conf.D, draws, number_of_draws, angles, angles_sq, angles_vector_values, conf.N, conf.b, conf.angles_folder, conf.angles_sq_folder, chain_id)
end
end
end
if (chain_id == 1)
println("done!\n")
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_angles_correlations == true) # only if user wants to compute angles correlations
if (chain_id == 1)
printstyled("\nStarting computing operators <A_n,A_m> for all possible combinations\n...\n"; color=:yellow)
end
if (conf.random_walk == false && conf.angles_pseudo_correlations_already_stored_for_this_chain == true)
# skip angles pseudo corr computation for this chain
else
angles_pseudo_correlations = zeros(20, 20)
angles_vector_values = angle_vector(conf.j, conf.D, conf.d)
@load "$(conf.draws_folder)/draws_chain=$(chain_id).jld2" draws
number_of_draws = size(draws)[1]
if (conf.add_chains == true)
if (chain_id == 1)
println("There are $(conf.total_angles_pseudo_correlations_already_stored) operators <A_n,A_m> already stored for this configuration, and $(number_of_chains) will be added\n")
compute_angles_pseudo_correlations_function!(conf.j_half_int, conf.d, draws, number_of_draws, angles_pseudo_correlations, angles_vector_values, conf.N, conf.b, conf.angles_pseudo_correlations_folder, chain_id, conf.total_angles_pseudo_correlations_already_stored)
else
compute_angles_pseudo_correlations_function!(conf.j_half_int, conf.d, draws, number_of_draws, angles_pseudo_correlations, angles_vector_values, conf.N, conf.b, conf.angles_pseudo_correlations_folder, chain_id, conf.total_angles_pseudo_correlations_already_stored)
end
else
if (chain_id == 1)
compute_angles_pseudo_correlations_function!(conf.j_half_int, conf.d, draws, number_of_draws, angles_pseudo_correlations, angles_vector_values, conf.N, conf.b, conf.angles_pseudo_correlations_folder, chain_id)
else
compute_angles_pseudo_correlations_function!(conf.j_half_int, conf.d, draws, number_of_draws, angles_pseudo_correlations, angles_vector_values, conf.N, conf.b, conf.angles_pseudo_correlations_folder, chain_id)
end
end
end
if (chain_id == 1)
println("done!\n")
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_volumes == true)
if (chain_id == 1)
printstyled("\nStarting computing volumes <V_1>\n...\n"; color=:magenta)
end
if (conf.random_walk == false && conf.volumes_already_stored_for_this_chain == true)
# skip volumes computation for this chain
else
volumes = Array{Float64}(undef, 1) # julia is weird and it doesn't allow single scalar values to be modified unless they are unidimensional arrays
volumes_sq = Array{Float64}(undef, 1)
volumes_matrix_values = volume_matrix(conf.j_half_int, conf.D, conf.d)
@load "$(conf.draws_folder)/draws_chain=$(chain_id).jld2" draws
# this is such that draws has structure: [21,N]
draws = transpose(draws)
number_of_draws = size(draws)[2]
@load "$(conf.ampls_folder)/ampls_chain=$(chain_id).jld2" ampls
@load "vertex_ampls/$(conf.M)/vertex_j=$(conf.j).jld2" vertex
if (conf.add_chains == true)
if (chain_id == 1)
println("There are $(conf.total_volumes_already_stored) volumes already stored for this configuration, and $(number_of_chains) will be added\n")
compute_volumes_function!(conf.j_half_int, conf.D, vertex, draws, number_of_draws, ampls, volumes, volumes_sq, volumes_matrix_values, conf.N, conf.b, conf.volumes_folder, conf.volumes_sq_folder, chain_id, conf.total_volumes_already_stored)
else
compute_volumes_function!(conf.j_half_int, conf.D, vertex, draws, number_of_draws, ampls, volumes, volumes_sq, volumes_matrix_values, conf.N, conf.b, conf.volumes_folder, conf.volumes_sq_folder, chain_id, conf.total_volumes_already_stored)
end
else
if (chain_id == 1)
compute_volumes_function!(conf.j_half_int, conf.D, vertex, draws, number_of_draws, ampls, volumes, volumes_sq, volumes_matrix_values, conf.N, conf.b, conf.volumes_folder, conf.volumes_sq_folder, chain_id)
else
compute_volumes_function!(conf.j_half_int, conf.D, vertex, draws, number_of_draws, ampls, volumes, volumes_sq, volumes_matrix_values, conf.N, conf.b, conf.volumes_folder, conf.volumes_sq_folder, chain_id)
end
end
end
if (chain_id == 1)
println("done!\n")
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_volumes_correlations == true) # only if user wants to compute volumes correlations
if (chain_id == 1)
printstyled("\nStarting computing operators <V_$(conf.volumes_correlations_node_1),V_$(conf.volumes_correlations_node_2)>\n...\n"; color=:light_red)
end
if (conf.random_walk == false && conf.volumes_pseudo_correlations_already_stored_for_this_chain == true)
# skip volumes pseudo corr computation for this chain
else
volumes_pseudo_correlations = Array{Float64}(undef, 1)
volumes_matrix_values = volume_matrix(conf.j_half_int, conf.D, conf.d)
@load "$(conf.draws_folder)/draws_chain=$(chain_id).jld2" draws
# this is such that draws has structure: [21,N]
draws = transpose(draws)
number_of_draws = size(draws)[2]
@load "$(conf.ampls_folder)/ampls_chain=$(chain_id).jld2" ampls
@load "vertex_ampls/$(conf.M)/vertex_j=$(conf.j).jld2" vertex
if (conf.add_chains == true)
if (chain_id == 1)
println("There are $(conf.total_volumes_pseudo_correlations_already_stored) operators <V_$(conf.volumes_correlations_node_1),V_$(conf.volumes_correlations_node_2)> already stored for this configuration, and $(number_of_chains) will be added\n")
compute_volumes_pseudo_correlations_function!(conf.j_half_int, conf.D, draws, number_of_draws, ampls, vertex, volumes_pseudo_correlations, volumes_matrix_values, conf.N, conf.b, conf.volumes_pseudo_correlations_folder, chain_id, conf.volumes_correlations_node_1, conf.volumes_correlations_node_2, conf.total_volumes_pseudo_correlations_already_stored)
else
compute_volumes_pseudo_correlations_function!(conf.j_half_int, conf.D, draws, number_of_draws, ampls, vertex, volumes_pseudo_correlations, volumes_matrix_values, conf.N, conf.b, conf.volumes_pseudo_correlations_folder, chain_id, conf.volumes_correlations_node_1, conf.volumes_correlations_node_2, conf.total_volumes_pseudo_correlations_already_stored)
end
else
if (chain_id == 1)
compute_volumes_pseudo_correlations_function!(conf.j_half_int, conf.D, draws, number_of_draws, ampls, vertex, volumes_pseudo_correlations, volumes_matrix_values, conf.N, conf.b, conf.volumes_pseudo_correlations_folder, chain_id, conf.volumes_correlations_node_1, conf.volumes_correlations_node_2)
else
compute_volumes_pseudo_correlations_function!(conf.j_half_int, conf.D, draws, number_of_draws, ampls, vertex, volumes_pseudo_correlations, volumes_matrix_values, conf.N, conf.b, conf.volumes_pseudo_correlations_folder, chain_id, conf.volumes_correlations_node_1, conf.volumes_correlations_node_2)
end
end
end
if (chain_id == 1)
println("done!\n")
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_entropy == true)
if (chain_id == 1)
printstyled("\nStarting computing density matrix of subsystem $(conf.subsystem)\n...\n"; color=:light_blue)
end
if (conf.random_walk == false && conf.density_matrix_already_stored_for_this_chain == true)
# skip density matrix computation for this chain
else
number_of_nodes_in_subsystem = size(conf.subsystem)[1]
density_matrix_linear_dim = conf.D^number_of_nodes_in_subsystem
density_matrix = zeros(Float64, density_matrix_linear_dim, density_matrix_linear_dim)
@load "$(conf.draws_folder)/draws_chain=$(chain_id).jld2" draws
# this is such that draws has structure: [21,N]
draws = transpose(draws)
number_of_draws = size(draws)[2]
@load "$(conf.ampls_folder)/ampls_chain=$(chain_id).jld2" ampls
@load "vertex_ampls/$(conf.M)/vertex_j=$(conf.j).jld2" vertex
if (conf.add_chains == true)
if (chain_id == 1)
println("There are $(conf.total_density_matrices_already_stored) density matrices for subsystem $(conf.subsystem) already stored for this configuration, and $(number_of_chains) will be added\n")
compute_density_matrix_function!(conf.j, conf.D, vertex, draws, number_of_draws, ampls, density_matrix, conf.N, conf.b, conf.density_matrices_folder, chain_id, conf.subsystem, number_of_nodes_in_subsystem, density_matrix_linear_dim, conf.total_density_matrices_already_stored)
else
compute_density_matrix_function!(conf.j, conf.D, vertex, draws, number_of_draws, ampls, density_matrix, conf.N, conf.b, conf.density_matrices_folder, chain_id, conf.subsystem, number_of_nodes_in_subsystem, density_matrix_linear_dim, conf.total_density_matrices_already_stored)
end
else
if (chain_id == 1)
compute_density_matrix_function!(conf.j, conf.D, vertex, draws, number_of_draws, ampls, density_matrix, conf.N, conf.b, conf.density_matrices_folder, chain_id, conf.subsystem, number_of_nodes_in_subsystem, density_matrix_linear_dim)
else
compute_density_matrix_function!(conf.j, conf.D, vertex, draws, number_of_draws, ampls, density_matrix, conf.N, conf.b, conf.density_matrices_folder, chain_id, conf.subsystem, number_of_nodes_in_subsystem, density_matrix_linear_dim)
end
end
end
if (chain_id == 1)
println("done!\n")
end
end
if (chain_id == 1)
println("\n-------------------------------------------------------------------------\n")
end
end
end # end everywhere --- PARALLELIZATION ENDS HERE
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
printstyled("All computations completed successfully!\n\n\n"; bold=true, color=:blue)
if (assemble_and_save_final_data == true)
user_BF_angles_table = DataFrame()
user_BF_angles_spread_table = DataFrame()
user_BF_volumes_table = DataFrame()
user_BF_volumes_spread_table = DataFrame()
user_EPRL_angles_table = DataFrame()
user_EPRL_angles_spread_table = DataFrame()
user_EPRL_volumes_table = DataFrame()
user_EPRL_volumes_spread_table = DataFrame()
user_BF_volumes_correlations_table = DataFrame()
user_EPRL_volumes_correlations_table = DataFrame()
user_BF_entropy_table = DataFrame()
user_EPRL_entropy_table = DataFrame()
# creating first column of angles correlations dataframe
array = String[]
for i = 1:20, j = 1:20
string = "C($(i),$(j))"
push!(array, string)
end
user_BF_angles_correlations_table = DataFrame(nodes=array)
user_EPRL_angles_correlations_table = DataFrame(nodes=array)
# creating first column of angles numerical fluctuations dataframe
array = String[]
push!(array, "avg. angles (first node)")
push!(array, "std. angles (first node)")
push!(array, "n. chains combined")
user_BF_angles_numerical_fluctuations_table = DataFrame(numerical_data=array)
user_EPRL_angles_numerical_fluctuations_table = DataFrame(numerical_data=array)
# creating first column of volumes numerical fluctuations dataframe
array = String[]
push!(array, "avg. volumes")
push!(array, "std. volumes")
push!(array, "n. chains combined")
user_BF_volumes_numerical_fluctuations_table = DataFrame(numerical_data=array)
user_EPRL_volumes_numerical_fluctuations_table = DataFrame(numerical_data=array)
# creating first column of entropy numerical fluctuations dataframe
array = String[]
push!(array, "avg. entropy")
push!(array, "std. entropy")
push!(array, "n. chains combined")
user_BF_entropy_numerical_fluctuations_table = DataFrame(numerical_data=array)
user_EPRL_entropy_numerical_fluctuations_table = DataFrame(numerical_data=array)
for user_conf in Configurations
conf = init_config(user_conf, data_folder_path)
printstyled("\nStart averaging over $(number_of_chains) chain(s) for the configuration:\nM=$(conf.M), j=$(conf.j), N=$(conf.N), b=$(conf.b), σ=$(conf.σ)\n"; color=:bold)
if (conf.add_chains == true)
println("\nEven if you chose to add chains, only $(number_of_chains) chains are averaged for every operator\n")
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_angles == true)
# printstyled("\nAssembling $(number_of_chains) angles <A_n> chains\n...\n"; color = :green)
angles_dataframes = angles_assemble(conf, number_of_chains)
if (conf.M == "BF")
global user_BF_angles_table = hcat(user_BF_angles_table, angles_dataframes[1])
global user_BF_angles_spread_table = hcat(user_BF_angles_spread_table, angles_dataframes[2])
global user_BF_angles_numerical_fluctuations_table = hcat(user_BF_angles_numerical_fluctuations_table, angles_dataframes[3])
else
global user_EPRL_angles_table = hcat(user_EPRL_angles_table, angles_dataframes[1])
global user_EPRL_angles_spread_table = hcat(user_EPRL_angles_spread_table, angles_dataframes[2])
global user_EPRL_angles_numerical_fluctuations_table = hcat(user_EPRL_angles_numerical_fluctuations_table, angles_dataframes[3])
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_angles_correlations == true)
# printstyled("\nAssembling $(number_of_chains) operators <A_n,A_m> chains\n...\n"; color = :yellow)
angles_correlations_dataframe = angles_correlations_assemble(conf, number_of_chains)
if (conf.M == "BF")
global user_BF_angles_correlations_table = hcat(user_BF_angles_correlations_table, angles_correlations_dataframe)
else
global user_EPRL_angles_correlations_table = hcat(user_EPRL_angles_correlations_table, angles_correlations_dataframe)
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_volumes == true)
# printstyled("\nAssembling $(number_of_chains) volumes <V_1> chains\n...\n"; color = :magenta)
volumes_dataframes = volumes_assemble(conf, number_of_chains)
if (conf.M == "BF")
global user_BF_volumes_table = hcat(user_BF_volumes_table, volumes_dataframes[1])
global user_BF_volumes_spread_table = hcat(user_BF_volumes_spread_table, volumes_dataframes[2])
global user_BF_volumes_numerical_fluctuations_table = hcat(user_BF_volumes_numerical_fluctuations_table, volumes_dataframes[3])
else
global user_EPRL_volumes_table = hcat(user_EPRL_volumes_table, volumes_dataframes[1])
global user_EPRL_volumes_spread_table = hcat(user_EPRL_volumes_spread_table, volumes_dataframes[2])
global user_EPRL_volumes_numerical_fluctuations_table = hcat(user_EPRL_volumes_numerical_fluctuations_table, volumes_dataframes[3])
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_volumes_correlations == true)
# printstyled("\nAssembling $(number_of_chains) operators <V_$(conf.volumes_correlations_node_1),V_$(conf.volumes_correlations_node_2)> chains\n...\n"; color = :light_red)
volumes_correlations_dataframe = volumes_correlations_assemble(conf, number_of_chains)
if (conf.M == "BF")
global user_BF_volumes_correlations_table = hcat(user_BF_volumes_correlations_table, volumes_correlations_dataframe)
else
global user_EPRL_volumes_correlations_table = hcat(user_EPRL_volumes_correlations_table, volumes_correlations_dataframe)
end
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
if (conf.compute_entropy == true)
density_matrix_linear_dim = conf.D^(size(conf.subsystem)[1])
entropy_dataframe = entropy_assemble(conf, number_of_chains, density_matrix_linear_dim)
if (conf.M == "BF")
global user_BF_entropy_table = hcat(user_BF_entropy_table, entropy_dataframe[1])
global user_BF_entropy_numerical_fluctuations_table = hcat(user_BF_entropy_numerical_fluctuations_table, entropy_dataframe[2])
else
global user_EPRL_entropy_table = hcat(user_EPRL_entropy_table, entropy_dataframe[1])
global user_EPRL_entropy_numerical_fluctuations_table = hcat(user_EPRL_entropy_numerical_fluctuations_table, entropy_dataframe[2])
end
end
println("done!\n")
println("\n-------------------------------------------------------------------------")
end
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
#----------------------------------------------------------------------------------------------------------------------------------------------------------------------------
current_date = now()
store_final_data_path = "$(current_folder)/final_data/run_on:$(current_date)"
mkpath(store_final_data_path)
if (isempty(user_BF_angles_table) == false)
CSV.write("$(store_final_data_path)/BF_angles_table.csv", user_BF_angles_table)
CSV.write("$(store_final_data_path)/BF_angles_spread_table.csv", user_BF_angles_spread_table)
CSV.write("$(store_final_data_path)/BF_angles_numerical_fluctuations_table.csv", user_BF_angles_numerical_fluctuations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the BF angles that you asked for:\n", user_BF_angles_table, "\n")
println("These are the data specifying numerical fluctuations of BF angles:\n", user_BF_angles_numerical_fluctuations_table, "\n")
println("These are the values of the BF angles quantum spread:\n", user_BF_angles_spread_table, "\n\n\n")
end
end
if (isempty(user_EPRL_angles_table) == false)
CSV.write("$(store_final_data_path)/EPRL_angles_table.csv", user_EPRL_angles_table)
CSV.write("$(store_final_data_path)/EPRL_angles_spread_table.csv", user_EPRL_angles_spread_table)
CSV.write("$(store_final_data_path)/EPRL_angles_numerical_fluctuations_table.csv", user_EPRL_angles_numerical_fluctuations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the EPRL angles that you asked for:\n", user_EPRL_angles_table, "\n")
println("These are the data specifying numerical fluctuations of EPRL angles:\n", user_EPRL_angles_numerical_fluctuations_table, "\n")
println("These are the values of the EPRL angles quantum spread:\n", user_EPRL_angles_spread_table, "\n\n\n")
end
end
if (isempty(user_BF_volumes_table) == false)
CSV.write("$(store_final_data_path)/BF_volumes_table.csv", user_BF_volumes_table)
CSV.write("$(store_final_data_path)/BF_volumes_spread_table.csv", user_BF_volumes_spread_table)
CSV.write("$(store_final_data_path)/BF_volumes_numerical_fluctuations_table.csv", user_BF_volumes_numerical_fluctuations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the BF volumes that you asked for:\n", user_BF_volumes_table, "\n")
println("These are the data specifying numerical fluctuations of BF volumes:\n", user_BF_volumes_numerical_fluctuations_table, "\n")
println("These are the values of the BF volumes quantum spread:\n", user_BF_volumes_spread_table, "\n\n\n")
end
end
if (isempty(user_EPRL_volumes_table) == false)
CSV.write("$(store_final_data_path)/EPRL_volumes_table.csv", user_EPRL_volumes_table)
CSV.write("$(store_final_data_path)/EPRL_volumes_spread_table.csv", user_EPRL_volumes_spread_table)
CSV.write("$(store_final_data_path)/EPRL_volumes_numerical_fluctuations_table.csv", user_EPRL_volumes_numerical_fluctuations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the EPRL volumes that you asked for:\n", user_EPRL_volumes_table, "\n")
println("These are the data specifying numerical fluctuations of EPRL volumes:\n", user_EPRL_volumes_numerical_fluctuations_table, "\n")
println("These are the values of the EPRL volumes quantum spread:\n", user_EPRL_volumes_spread_table, "\n\n\n")
end
end
if (size(user_BF_angles_correlations_table)[2] != 1)
CSV.write("$(store_final_data_path)/BF_angles_correlations_table.csv", user_BF_angles_correlations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the BF correlations that you asked for:\n", user_BF_angles_correlations_table, "\n")
end
end
if (size(user_EPRL_angles_correlations_table)[2] != 1)
CSV.write("$(store_final_data_path)/EPRL_angles_correlations_table.csv", user_EPRL_angles_correlations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the EPRL correlations that you asked for:\n", user_EPRL_angles_correlations_table, "\n")
end
end
if (isempty(user_BF_volumes_correlations_table) == false)
CSV.write("$(store_final_data_path)/BF_volumes_correlations_table.csv", user_BF_volumes_correlations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the BF volumes correlations that you asked for:\n", user_BF_volumes_correlations_table, "\n")
end
end
if (isempty(user_EPRL_volumes_correlations_table) == false)
CSV.write("$(store_final_data_path)/EPRL_volumes_correlations_table.csv", user_EPRL_volumes_correlations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the EPRL volumes correlations that you asked for:\n", user_EPRL_volumes_correlations_table, "\n")
end
end
if (isempty(user_BF_entropy_table) == false)
CSV.write("$(store_final_data_path)/BF_entropy_table.csv", user_BF_entropy_table)
CSV.write("$(store_final_data_path)/BF_entropy_numerical_fluctuations_table.csv", user_BF_entropy_numerical_fluctuations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the BF entropy for the subsystem that you asked for:\n", user_BF_entropy_table, "\n")
println("These are the data specifying numerical fluctuations of the BF entropy:\n", user_BF_entropy_numerical_fluctuations_table, "\n")
end
end
if (isempty(user_EPRL_entropy_table) == false)
CSV.write("$(store_final_data_path)/EPRL_entropy_table.csv", user_EPRL_entropy_table)
CSV.write("$(store_final_data_path)/EPRL_entropy_numerical_fluctuations_table.csv", user_EPRL_entropy_numerical_fluctuations_table)
if (print_final_data_on_terminal == true)
println("These are the values of the EPRL entropy for the subsystem that you asked for:\n", user_EPRL_entropy_table, "\n")
println("These are the data specifying numerical fluctuations of the EPRL entropy:\n", user_EPRL_entropy_numerical_fluctuations_table, "\n")
end
end
# saving Configurations chosen by user to final_data
configs_to_compute_file = current_folder * "/configs_to_compute.jl"
Configurations_computed_in_this_run_file = store_final_data_path * "/Configurations_computed_in_this_run.txt"
cp(configs_to_compute_file, Configurations_computed_in_this_run_file)
printstyled("Chains were combined successfully! The stored operators for each configuration have been saved in $(data_folder_path)/data_star_model\n\n"; color=:bold)
printstyled("The final combined data have been saved in 'final_data' folder\n\n"; bold=true, color=:blue)
else
printstyled("Chains have not been combined. The stored operators for each configuration have been saved in $(data_folder_path)/data_star_model\n\n"; color=:bold)
end # if on assemble_and_save_final_data