From 38cefffceb5b801d348b427d4fdff301d27b8e10 Mon Sep 17 00:00:00 2001 From: Louis Lacoste Date: Thu, 18 Apr 2024 10:03:03 +0200 Subject: [PATCH] Adding simulation files Adding real data to data folder Adding first simulations results --- code/data/dore/dore-matrices.Rds | Bin 0 -> 362210 bytes code/data/dore/interaction-data.txt | 55277 ++++++++++++++++ ...erbi_15_10_2022_clean_update22_02_2023.csv | 162 + ...A_robustness_17-04-2024_18-21-25_1-400.Rds | Bin 0 -> 20462 bytes ...li_inference_17-04-2024_15-53-42_1-972.Rds | Bin 0 -> 114571 bytes ...on_inference_17-04-2024_15-32-00_1-972.Rds | Bin 0 -> 91875 bytes code/simulations/simulations_NA_robustness.R | 192 + .../simulations_inference_bernoulli.R | 335 + .../simulations_inference_poisson.R | 38 +- .../simulations_network_clustering.R | 233 + 10 files changed, 56228 insertions(+), 9 deletions(-) create mode 100644 code/data/dore/dore-matrices.Rds create mode 100644 code/data/dore/interaction-data.txt create mode 100644 code/data/dore/metadataherbi_15_10_2022_clean_update22_02_2023.csv create mode 100644 code/results/simulations/NA_robustness/NA_robustness_17-04-2024_18-21-25_1-400.Rds create mode 100644 code/results/simulations/inference/bernoulli/bernoulli_inference_17-04-2024_15-53-42_1-972.Rds create mode 100644 code/results/simulations/inference/poisson/poisson_inference_17-04-2024_15-32-00_1-972.Rds create mode 100644 code/simulations/simulations_NA_robustness.R create mode 100644 code/simulations/simulations_inference_bernoulli.R create mode 100644 code/simulations/simulations_network_clustering.R diff --git a/code/data/dore/dore-matrices.Rds b/code/data/dore/dore-matrices.Rds new file mode 100644 index 0000000000000000000000000000000000000000..4dc9bbc7d1762fc1ec81e9ee0340e7cfcf2e7929 GIT binary patch literal 362210 zcmY&=bzIZk_xKb6B`sRQpi_{JiHJyd$3RNDL1G(%fOLa^lypn?C;@4tdvuM4F<@-_ z@jTDx`FuaW`^Vn*p4WY!Tc_UloHNGoyMVt7-X2D=`ni14R;ahErRI#JCOdQKPEq-8 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zhvc^1s^pgx{w>I8-gGddcURgnB-%b%RMqOi3n`urYcyoOf(bP?WpMtW|L~hdmkbT5 zDf`&M_F5g?E)rgNuz>u$w9wm0pu>a0d))-Tk@k^Ea1`}18VMG}Z|!x-%q6ax2Z}0$ z{vL?w9~?^DphBnZ3PTp5Yxq1HmmhTK_Y3@DI5~bN$0|pAJL50#!mgx zlK9`LF|z@`Y!~0VoQ}YfI%^&p? zUPz^zXpll^h zcxzEmf}wSQPs}|JKUUo`pa`r}t+)QVV40e!6P?tOomfS$Pgx9|ri9UBICJgW!E0m? zpPK;d>M3e$cZu;`xLRFkqb+fDG7*ahYa^{`48`!kbyia_{5Z^>2mEcboM3z{owY2W z{E+29lfC&(!y4fYIYDvmQyDmL0W9e9d&Rx*NXG(SlNH3^YHQy;BC17Q`kgq(bGk_s zUD<@rn1!i~+&?XWtW+5MDcgsgH*aEBBH;H`vA(fP-P>N6VOJFz4%g>Le{1x!$B!JS z!bToA^vabvgjej(R95EGsSlRO?JanwOoj$;eP5^6(s(h0&z0t>Nc1ki96p~|Szcdm zoqgLJMTO&b2!VSu9*$lfyLg8@bQIKOZ>-O`Nt)W trXcsHO7*_D;LKJKgF6}iT>s5?@(**Lxr nrow(conditions)) { + warning("Arg 1 was invalid, set to 1.") + arg[[1L]] <- 1L +} +if (arg[[2L]] > nrow(conditions) || arg[[2L]] < 1L) { + warning("Arg 2 was invalid, set to ", nrow(conditions)) + arg[[2L]] <- nrow(conditions) +} + +choosed_conditions <- seq.int(from = arg[1], to = arg[2]) + +conditions <- conditions[choosed_conditions, ] + +#  Data params +main_dir <- file.path("code", "results", "simulations", "inference", "bernoulli") + +if (!dir.exists(main_dir)) { + dir.create(main_dir, recursive = TRUE) +} + +start_time <- format(Sys.time(), "%d-%m-%Y_%H-%M-%S") +temp_dir <- file.path(main_dir, paste0("tmp", start_time)) + +if (!dir.exists(temp_dir)) { + dir.create(temp_dir, recursive = TRUE) +} + +file_save <- file.path(main_dir, paste0("bernoulli_inference_", start_time, "_", arg[1], "-", arg[2], ".Rds")) + +tictoc::tic() + +conditions_rows <- seq_len(nrow(conditions)) +results <- parallel::mclapply(conditions_rows, function(s) { + start_time_condition <- Sys.time() + ea <- conditions[s, ]$epsilon_alpha + current_pi1 <- conditions[s, ]$pi1 + current_rho2 <- conditions[s, ]$rho2 + + current_alpha <- base_alpha + matrix( + c( + 3 * ea, 2 * ea, ea, -ea, + 2 * ea, 2 * ea, -ea, ea, + ea, -ea, ea, 2 * ea, + -ea, ea, 2 * ea, 0 + ), + byrow = TRUE, nrow = 4, ncol = 4 + ) + + # Compute supports + Cpi1 <- matrix(c(current_pi1, pi2), byrow = TRUE, nrow = M) > 0 + Cpi2 <- matrix(c(rho1, current_rho2), byrow = TRUE, nrow = M) > 0 + + netlist_generated <- list( + generate_bipartite_collection( + nr, nc, conditions[s, ]$pi1, rho1, + current_alpha, + M = 1, distribution = "bernoulli", + return_memberships = TRUE + )[[1]], + generate_bipartite_collection( + nr, nc, pi2, conditions[s, ]$rho2, + current_alpha, + distribution = "bernoulli", + M = 1, return_memberships = TRUE + )[[1]] + ) + netlist <- lapply(seq_along(netlist_generated), function(m) { + return(netlist_generated[[m]]$incidence_matrix) + }) + + row_clusterings <- lapply(seq_along(netlist_generated), function(m) { + return(netlist_generated[[m]]$row_blockmemberships) + }) + + col_clusterings <- lapply(seq_along(netlist_generated), function(m) { + return(netlist_generated[[m]]$col_blockmemberships) + }) + + full_row_clustering <- as.vector(sapply( + seq.int(M), + function(m) row_clusterings[[m]] + )) + + full_col_clustering <- as.vector(sapply( + seq.int(M), + function(m) col_clusterings[[m]] + )) + + fitted_bisbmpop_iid <- estimate_colBiSBM( + netlist = netlist, + colsbm_model = "iid", + nb_run = 1, + distribution = "bernoulli", + global_opts = list( + verbosity = 0, + plot_details = 0, + nb_cores = parallel::detectCores() - 1 + ) + ) + + # Handling a problem with sep_BiSBM$M + fitted_bisbmpop_iid$sep_BiSBM$M <- fitted_bisbmpop_iid$M + sep_BiSBM <- fitted_bisbmpop_iid$sep_BiSBM + + fitted_bisbmpop_pi <- estimate_colBiSBM( + netlist = netlist, + colsbm_model = "pi", + nb_run = 1, + distribution = "bernoulli", + global_opts = list( + verbosity = 0, + plot_details = 0, + nb_cores = parallel::detectCores() - 1 + ), + sep_BiSBM = sep_BiSBM + ) + + fitted_bisbmpop_rho <- estimate_colBiSBM( + netlist = netlist, + colsbm_model = "rho", + nb_run = 1, + distribution = "bernoulli", + global_opts = list( + verbosity = 0, + plot_details = 0, + nb_cores = parallel::detectCores() - 1 + ), + sep_BiSBM = sep_BiSBM + ) + + fitted_bisbmpop_pirho <- estimate_colBiSBM( + netlist = netlist, + colsbm_model = "pirho", + nb_run = 1, + distribution = "bernoulli", + global_opts = list( + verbosity = 0, + plot_details = 0, + nb_cores = parallel::detectCores() - 1 + ), + sep_BiSBM = sep_BiSBM + ) + + stop_time_condition <- Sys.time() + + ## Preparing date for export + # BICLs + sep_BICL <- sum(sep_BiSBM$BICL) + iid_BICL <- fitted_bisbmpop_iid$best_fit$BICL + pi_BICL <- fitted_bisbmpop_pi$best_fit$BICL + rho_BICL <- fitted_bisbmpop_rho$best_fit$BICL + pirho_BICL <- fitted_bisbmpop_pirho$best_fit$BICL + BICLs <- c(sep_BICL, iid_BICL, pi_BICL, rho_BICL, pirho_BICL) + + # ARIs + compute_mean_ARI <- function(model) { + # We compute the mean amongst the two networks and return values for + # rows and columns in a vector + # sapply ives a matrix with in row the axis ARIs + # and in columns the networks + # 1 2 + # ax row1 row2 + # ay col1 col2 + rowMeans(sapply(seq.int(model$M), function(m) { + matrix(c( + aricode::ARI(model$Z[[m]][[1]], row_clusterings[[m]]), + aricode::ARI(model$Z[[m]][[2]], col_clusterings[[m]]) + ), nrow = 2, ncol = 1) + })) + } + sep_mean_ARIs <- compute_mean_ARI(sep_BiSBM) + iid_mean_ARIs <- compute_mean_ARI(fitted_bisbmpop_iid$best_fit) + pi_mean_ARIs <- compute_mean_ARI(fitted_bisbmpop_pi$best_fit) + rho_mean_ARIs <- compute_mean_ARI(fitted_bisbmpop_rho$best_fit) + pirho_mean_ARIs <- compute_mean_ARI(fitted_bisbmpop_pirho$best_fit) + + compute_double_ARI <- function(model) { + model_row_Z <- as.vector(sapply( + seq.int(model$M), + function(m) model$Z[[m]][[1]] + )) + + model_col_Z <- as.vector(sapply( + seq.int(model$M), + function(m) model$Z[[m]][[2]] + )) + + return(list( + aricode::ARI(model_row_Z, full_row_clustering), + aricode::ARI(model_col_Z, full_col_clustering) + )) + } + + sep_double_ARIs <- compute_double_ARI(fitted_bisbmpop_iid$sep_BiSBM) + iid_double_ARIs <- compute_double_ARI(fitted_bisbmpop_iid$best_fit) + pi_double_ARIs <- compute_double_ARI(fitted_bisbmpop_pi$best_fit) + rho_double_ARIs <- compute_double_ARI(fitted_bisbmpop_rho$best_fit) + pirho_double_ARIs <- compute_double_ARI(fitted_bisbmpop_pirho$best_fit) + + data_frame_output <- data.frame( + # The conditions + epsilon_alpha = ea, + pi1 = current_pi1, + rho2 = current_rho2, + repetition = as.numeric(conditions[s, 4]), + # The results + ## sep + sep_BICL = sep_BICL, + sep_mean_row_ARI = sep_mean_ARIs[1], + sep_mean_col_ARI = sep_mean_ARIs[2], + sep_double_row_ARI = sep_double_ARIs[[1]], + sep_double_col_ARI = sep_double_ARIs[[2]], + + ## iid + iid_BICL = iid_BICL, + iid_mean_row_ARI = iid_mean_ARIs[1], + iid_mean_col_ARI = iid_mean_ARIs[2], + iid_double_row_ARI = iid_double_ARIs[[1]], + iid_double_col_ARI = iid_double_ARIs[[2]], + iid_Q1 = fitted_bisbmpop_iid$best_fit$Q[1], + iid_Q2 = fitted_bisbmpop_iid$best_fit$Q[2], + + ## pi + pi_BICL = pi_BICL, + pi_mean_row_ARI = pi_mean_ARIs[1], + pi_mean_col_ARI = pi_mean_ARIs[2], + pi_double_row_ARI = pi_double_ARIs[[1]], + pi_double_col_ARI = pi_double_ARIs[[2]], + pi_Q1 = fitted_bisbmpop_pi$best_fit$Q[1], + pi_Q2 = fitted_bisbmpop_pi$best_fit$Q[2], + + ## pi + rho_BICL = rho_BICL, + rho_mean_row_ARI = rho_mean_ARIs[1], + rho_mean_col_ARI = rho_mean_ARIs[2], + rho_double_row_ARI = rho_double_ARIs[[1]], + rho_double_col_ARI = rho_double_ARIs[[2]], + rho_Q1 = fitted_bisbmpop_rho$best_fit$Q[1], + rho_Q2 = fitted_bisbmpop_rho$best_fit$Q[2], + + ## pirho + pirho_BICL = pirho_BICL, + pirho_mean_row_ARI = pirho_mean_ARIs[1], + pirho_mean_col_ARI = pirho_mean_ARIs[2], + pirho_double_row_ARI = pirho_double_ARIs[[1]], + pirho_double_col_ARI = pirho_double_ARIs[[2]], + pirho_Q1 = fitted_bisbmpop_pirho$best_fit$Q[1], + pirho_Q2 = fitted_bisbmpop_pirho$best_fit$Q[2], + + elapsed_secs = difftime(stop_time_condition, + start_time_condition, units = "sec") + ) + message("Finished step ", s, "/", nrow(conditions), "\n") + + #  Saving temp + temp_file_save <- file.path(temp_dir, paste0( + "conditions_", s, "_on_", + nrow(conditions), ".Rds" + )) + + saveRDS(object = data_frame_output, file = temp_file_save) + + return(data_frame_output) +}, +mc.cores = parallel::detectCores() - 1 +) + + +tictoc::toc() +full_data_frame <- do.call(rbind, results) + +saveRDS(full_data_frame, + file = file_save +) diff --git a/code/simulations/simulations_inference_poisson.R b/code/simulations/simulations_inference_poisson.R index e0894b7..742a28e 100644 --- a/code/simulations/simulations_inference_poisson.R +++ b/code/simulations/simulations_inference_poisson.R @@ -1,4 +1,6 @@ -necessary_packages <- c("remotes", "tictoc", "combinat", "parallel", "colSBM") +necessary_packages <- c( + "remotes", "tictoc", "combinat", "parallel", "colSBM" +) if (!all((necessary_packages %in% installed.packages()))) { install.packages(necessary_packages[-length(necessary_packages)]) @@ -84,10 +86,13 @@ if (!dir.exists(temp_dir)) { dir.create(temp_dir, recursive = TRUE) } -file_save <- file.path(main_dir, paste0("poisson_inference_",start_time, "_", arg[1],"-", arg[2],".Rds")) +file_save <- file.path(main_dir, paste0("poisson_inference_", start_time, "_", arg[1], "-", arg[2], ".Rds")) tictoc::tic() -results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { + +conditions_rows <- seq_len(nrow(conditions)) +results <- parallel::mclapply(conditions_rows, function(s) { + start_time_condition <- Sys.time() ea <- conditions[s, ]$epsilon_alpha current_pi1 <- conditions[s, ]$pi1 current_rho2 <- conditions[s, ]$rho2 @@ -115,7 +120,8 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { )[[1]], generate_bipartite_collection( nr, nc, pi2, conditions[s, ]$rho2, - current_alpha, distribution = "poisson", + current_alpha, + distribution = "poisson", M = 1, return_memberships = TRUE )[[1]] ) @@ -145,6 +151,7 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { netlist = netlist, colsbm_model = "iid", nb_run = 1, + distribution = "poisson", global_opts = list( verbosity = 0, plot_details = 0, @@ -160,6 +167,7 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { netlist = netlist, colsbm_model = "pi", nb_run = 1, + distribution = "poisson", global_opts = list( verbosity = 0, plot_details = 0, @@ -172,6 +180,7 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { netlist = netlist, colsbm_model = "rho", nb_run = 1, + distribution = "poisson", global_opts = list( verbosity = 0, plot_details = 0, @@ -184,6 +193,7 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { netlist = netlist, colsbm_model = "pirho", nb_run = 1, + distribution = "poisson", global_opts = list( verbosity = 0, plot_details = 0, @@ -192,6 +202,9 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { sep_BiSBM = sep_BiSBM ) + stop_time_condition <- Sys.time() + + ## Preparing date for export # BICLs sep_BICL <- sum(sep_BiSBM$BICL) iid_BICL <- fitted_bisbmpop_iid$best_fit$BICL @@ -293,12 +306,18 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { pirho_double_row_ARI = pirho_double_ARIs[[1]], pirho_double_col_ARI = pirho_double_ARIs[[2]], pirho_Q1 = fitted_bisbmpop_pirho$best_fit$Q[1], - pirho_Q2 = fitted_bisbmpop_pirho$best_fit$Q[2] - ) + pirho_Q2 = fitted_bisbmpop_pirho$best_fit$Q[2], - # Saving temp - temp_file_save <- file.path(temp_dir, paste0("conditions_", s, "_on_", - nrow(conditions),".Rds")) + elapsed_secs = difftime(stop_time_condition, + start_time_condition, units = "sec") + ) + message("Finished step ", s, "/", nrow(conditions), "\n") + + #  Saving temp + temp_file_save <- file.path(temp_dir, paste0( + "conditions_", s, "_on_", + nrow(conditions), ".Rds" + )) saveRDS(object = data_frame_output, file = temp_file_save) @@ -307,6 +326,7 @@ results <- parallel::mclapply(seq_len(nrow(conditions)), function(s) { mc.cores = parallel::detectCores() - 1 ) + tictoc::toc() full_data_frame <- do.call(rbind, results) diff --git a/code/simulations/simulations_network_clustering.R b/code/simulations/simulations_network_clustering.R new file mode 100644 index 0000000..12b297c --- /dev/null +++ b/code/simulations/simulations_network_clustering.R @@ -0,0 +1,233 @@ +necessary_packages <- c("remotes", "colSBM") + +if (!(necessary_packages %in% installed.packages())) { + install.packages(necessary_packages[-length(necessary_packages)]) + remotes::install_github(repo = "Chabert-Liddell/colSBM@merge-bipartite-2") +} +suppressPackageStartupMessages(library("colSBM")) + +set.seed(1234) + +# Generation of conditions +if (!exists("model_to_test")) { + model_to_test <- "iid" +} + +if (!exists("repetitions")) { + repetitions <- seq.int(30) +} + +nr <- 75 +nc <- 75 + +pi <- matrix(c(0.2, 0.3, 0.5), nrow = 1, byrow = TRUE) +rho <- matrix(c(0.2, 0.3, 0.5), nrow = 1, byrow = TRUE) +epsilons <- seq(0.1, 0.4, by = 0.1) + +if (!exists("arg")) { + arg <- commandArgs(trailingOnly = TRUE) +} + +if (identical(arg, character(0L))) { + model_to_test <- "iid" +} else { + model_to_test <- arg +} + +conditions <- tidyr::crossing(epsilons, pi, rho, repetitions) + +results <- bettermc::mclapply(seq_len(nrow(conditions)), function(s) { + eps <- conditions[s, ]$epsilons + current_pi <- conditions[s, ]$pi + current_rho <- conditions[s, ]$rho + + alpha_assortative <- matrix(0.3, nrow = 3, ncol = 3) + + matrix( + c( + eps, -0.5 * eps, -0.5 * eps, + -0.5 * eps, eps, -0.5 * eps, + -0.5 * eps, -0.5 * eps, eps + ), + nrow = 3, byrow = TRUE + ) + + alpha_core_periphery <- matrix(0.3, nrow = 3, ncol = 3) + + matrix( + c( + 1.5 * eps, eps, 0.5 * eps, + eps, 0.5 * eps, 0, + 0.5 * eps, 0, -0.5 * eps + ), + nrow = 3, byrow = TRUE + ) + + alpha_disassortative <- matrix(0.3, nrow = 3, ncol = 3) + + matrix( + c( + -0.5 * eps, eps, eps, + eps, -0.5 * eps, eps, + eps, eps, -0.5 * eps + ), + nrow = 3, byrow = TRUE + ) + + assortative_collection <- generate_bipartite_collectionge( + nr, nc, + current_pi, current_rho, + alpha_assortative, 3, + model = model_to_test, + return_memberships = TRUE + ) + + assortative_incidence <- lapply( + seq_along(assortative_collection), + function(m) { + return(assortative_collection[[m]]$incidence_matrix) + } + ) + + assortative_row_clustering <- lapply( + seq_along(assortative_collection), + function(m) { + return(assortative_collection[[m]]$row_clustering) + } + ) + + assortative_col_clustering <- lapply( + seq_along(assortative_collection), + function(m) { + return(assortative_collection[[m]]$row_clustering) + } + ) + + core_periphery_collection <- generate_bipartite_collection( + nr, nc, + current_pi, current_rho, + alpha_core_periphery, 3, + model = model_to_test, + return_memberships = TRUE + ) + + core_periphery_incidence <- lapply( + seq_along(core_periphery_collection), + function(m) { + return(core_periphery_collection[[m]]$incidence_matrix) + } + ) + + core_periphery_row_clustering <- lapply( + seq_along(core_periphery_collection), + function(m) { + return(core_periphery_collection[[m]]$row_clustering) + } + ) + + core_periphery_col_clustering <- lapply( + seq_along(core_periphery_collection), + function(m) { + return(core_periphery_collection[[m]]$row_clustering) + } + ) + + disassortative_collection <- generate_bipartite_collection( + nr, nc, + current_pi, current_rho, + alpha_disassortative, 3, + model = model_to_test, + return_memberships = TRUE + ) + + disassortative_incidence <- lapply( + seq_along(disassortative_collection), + function(m) { + return(disassortative_collection[[m]]$incidence_matrix) + } + ) + + disassortative_row_clustering <- lapply( + seq_along(disassortative_collection), + function(m) { + return(disassortative_collection[[m]]$row_clustering) + } + ) + + disassortative_col_clustering <- lapply( + seq_along(disassortative_collection), + function(m) { + return(disassortative_collection[[m]]$row_clustering) + } + ) + + real_row_clustering <- append( + append( + assortative_row_clustering, + core_periphery_row_clustering + ), + disassortative_row_clustering + ) + + real_col_clustering <- append( + append( + assortative_col_clustering, + core_periphery_col_clustering + ), + disassortative_col_clustering + ) + + incidence_matrices <- append( + append( + assortative_incidence, + core_periphery_incidence + ), + disassortative_incidence + ) + + netids <- rep(c("as", "cp", "dis"), each = 3) + + tictoc::tic() + list_collection <- clusterize_bipartite_networks( + netlist = incidence_matrices, + net_id = netids, + nb_run = 1, + colsbm_model = model_to_test, + global_opts = list( + nb_cores = parallel::detectCores() - 1, verbosity = 2, + plot_details = 0 # , + # parallelization_vector = c(FALSE, FALSE, FALSE) + ), + silent_parallelization = TRUE + ) + + best_partitions <- unlist(extract_best_bipartite_partition(list_collection)) + if (!is(best_partitions, "list")) { + best_partitions <- list(best_partitions) + } + clustering <- unlist(lapply(seq_along(best_partitions), function(col_idx) { + setNames( + rep(col_idx, best_partitions[[col_idx]]$M), + best_partitions[[col_idx]]$net_id + ) + })) + # ARI computation + clustering <- clustering[order(names(clustering))] + ari <- aricode::ARI(rep(c(1, 2, 3), each = 3), clustering) + + tictoc::toc() + return( + data.frame(epsilon = eps, model = model_to_test, ARI = ari) + ) +}, +mc.cores = parallel::detectCores() - 1, +mc.progress = TRUE, +mc.retry = -1 +) + +data_frame_result <- do.call("rbind", results) + +saveRDS(data_frame_result, file = paste0( + "simulation/data/", + "simulated_collection_data_clustering_", + model_to_test, "_", + format(Sys.time(), "%d-%m-%y-%X"), + ".Rds" +))