diff --git a/.Rhistory b/.Rhistory
new file mode 100644
index 0000000..48e270f
--- /dev/null
+++ b/.Rhistory
@@ -0,0 +1,125 @@
+library(Rcpp)
+setwd("~/git/rHashGen/data_exploration")
+# Chargez le fichier C++ (remplacez le chemin par celui du fichier .cpp)
+sourceCpp("hash_functions_rcpp.cpp")
+# Exemple d'utilisation des fonctions
+val <- 12345
+hashed_value <- hash_R(val)
+inverted_value <- inverted_hash_R(hashed_value)
+cat("Valeur hashée :", hashed_value, "\n")
+cat("Valeur inversée :", inverted_value, "\n")
+x <- "ATTAC"
+input <- "ATTACA"
+inpulist <- strsplit(input, "")[[1]]
+inpulist
+?switch
+i = 1
+transfo <- function(input) {
+inpulist <- strsplit(input, "")[[1]]
+out <- rep(NA, length(inpulist))
+for (i in seq_along(inpulist)) {
+charac.i <- inputlist[[i]]
+out[i] <- switch(charac.i, A = 0, T = 1, G = 2, C = 3)
+}
+return(out)
+}
+transfo(x)
+transfo <- function(input) {
+inputlist <- strsplit(input, "")[[1]]
+out <- rep(NA, length(inputlist))
+for (i in seq_along(inputlist)) {
+charac.i <- inputlist[[i]]
+out[i] <- switch(charac.i, A = 0, T = 1, G = 2, C = 3)
+}
+return(out)
+}
+transfo(x)
+31/7
+31/11
+31/13
+31/2
+31/3
+31/5
+31/7
+encode_nucl <- function(nucl) {
+return(switch(nucl, A = 0, T = 1, G = 2, C = 3))
+}
+encode_kmer <- function(seq_k) {
+encoded_kmer <- 0
+for (nucl in seq_k) {
+encoded_kmer <- encoded_kmer * 4 + encode_nucl(nucl)
+}
+return(encoded_kmer)
+}
+encode_kmer("GATTACA")
+encode_kmer <- function(seq_k) {
+seq_k <- unlist(strsplit(seq_k, "")[[1]])
+encoded_kmer <- 0
+for (nucl in seq_k) {
+encoded_kmer <- encoded_kmer * 4 + encode_nucl(nucl)
+}
+return(encoded_kmer)
+}
+encode_nucl <- function(nucl) {
+return(switch(nucl, "A" = 0, "T" = 1, "G" = 2, "C" = 3))
+}
+encode_kmer <- function(seq_k) {
+seq_k <- unlist(strsplit(seq_k, "")[[1]])
+encoded_kmer <- 0
+for (nucl in seq_k) {
+encoded_kmer <- encoded_kmer * 4 + encode_nucl(nucl)
+}
+return(encoded_kmer)
+}
+encode_kmer("GATTACA")
+3 & 4
+??bitwise
+bitAnd(3, 2)
+bitops::bitAnd(3, 2)
+encode_next_kmer <- function(prev_kmer, new_nucl, k) {
+encoded_kmer <- prev_kmer
+encoded_kmer <- bitwAnd(encoded_kmer, 4**(k-1) - 1)
+encoded_kmer <- encoded_kmer * 4 + encode_nucl(new_nucl)
+return(encoded_kmer)
+}
+enco_gattaca <- encode_kmer(seq_k = "GATTACA")
+encode_next_kmer <- function(prev_kmer, new_nucl, k) {
+encoded_kmer <- prev_kmer
+encoded_kmer <- bitwAnd(encoded_kmer, 4**(k-1) - 1)
+encoded_kmer <- encoded_kmer * 4 + encode_nucl(new_nucl)
+return(encoded_kmer)
+}
+encode_next_kmer(prev_kmer = enco_gattaca, new_nucl = "T", k = 7)
+??yield
+?yield
+??"flip one bit"
+flip_bit <- function(x, n) {
+# n is the bit position (0-based index)
+# bitwShiftL(1, n) creates a mask where only the nth bit is set to 1
+# bitwXor flips that specific bit in x
+flipped_x <- bitwXor(x, bitwShiftL(1, n))
+return(flipped_x)
+}
+# Let's flip the 2nd bit (0-based) of the number 5 (binary: 101)
+x <- 5  # binary: 101
+n <- 1  # 0-based index, flip the 2nd bit (which is 1)
+flipped_x <- flip_bit(x, n)
+cat("Original number:", x, "\n")  # Output: 5
+cat("After flipping the 2nd bit:", flipped_x, "\n")  # Output: 7 (binary: 111)
+# Let's flip the 2nd bit (0-based) of the number 5 (binary: 101)
+x <- 234  # binary: 101
+n <- 4  # 0-based index, flip the 2nd bit (which is 1)
+flipped_x <- flip_bit(x, n)
+cat("Original number:", x, "\n")  # Output: 5
+cat("After flipping the 2nd bit:", flipped_x, "\n")  # Output: 7 (binary: 111)
+bitwXor(345, flip_bit(345))
+bitwXor(345, flip_bit(345, 3))
+a <- 345 # entier intitial
+a <- 345 # entier intitial
+flipa3 <- flip_bit(345, 3) # entier flippé
+bitwXor(hash_R(a), hash_R(flipa3))
+hash_R(a)
+hash_R(flipa3)
+which(lambda != 0)
+lambda <- c(NA, NA, 1, 0)
+which(lambda != 0)
diff --git a/.gitignore b/.gitignore
index 259148f..98bbe36 100644
--- a/.gitignore
+++ b/.gitignore
@@ -30,3 +30,12 @@
 *.exe
 *.out
 *.app
+.Rproj.user
+
+# Rproj and Maceries
+.DS_Store
+*.Rproj*
+**/.Rproj*
+
+# build
+build
diff --git a/CMakeLists.txt b/CMakeLists.txt
index beec0b5..58297bb 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -23,6 +23,7 @@ add_compile_options(-Wall -Wextra -pedantic)
 # Clang
 #add_compile_options( -Wno-c++98-compat-pedantic -Wno-old-style-cast -Wno-padded -Wno-extra-semi-stmt -Wno-weak-vtables)
 
+
 if(BUILD_FOR_LOCAL)
     set(CMAKE_BUILD_WITH_INSTALL_RPATH ON)
 endif()
diff --git a/data_exploration/hash_functions.cpp b/data_exploration/hash_functions.cpp
new file mode 100644
index 0000000..9a58381
--- /dev/null
+++ b/data_exploration/hash_functions.cpp
@@ -0,0 +1,35 @@
+//Hash function
+template <typename myuint>
+myuint hash(myuint val)
+{
+  val *= 9;
+  val ^= val << 17;
+  val ^= val << 5;
+  val += val << 19;
+  val &= 0x7fffffff;
+  val ^= val >> 3;
+  val *= 9;
+  val &= 0x7fffffff;
+  return val;
+}
+
+//Inverted function:
+template <typename myuint>
+myuint inverted_hash(myuint val)
+{
+  val *= 954437177;
+  val &= 0x7fffffff;
+  val ^= val >> 3;
+  val ^= val >> 6;
+  val ^= val >> 12;
+  val ^= val >> 24;
+  val *= 2146959361;
+  val ^= val << 5;
+  val ^= val << 10;
+  val ^= val << 20;
+  val ^= val << 17;
+  val &= 0x7fffffff;
+  val *= 954437177;
+  val &= 0x7fffffff;
+  return val;
+}
\ No newline at end of file
diff --git a/data_exploration/hash_functions_rcpp.cpp b/data_exploration/hash_functions_rcpp.cpp
new file mode 100644
index 0000000..3e37694
--- /dev/null
+++ b/data_exploration/hash_functions_rcpp.cpp
@@ -0,0 +1,45 @@
+#include <Rcpp.h>
+#include <cstdint>  // pour uint32_t
+
+// Hash function
+uint32_t hash(uint32_t val) {
+  val *= 9;
+  val ^= val << 17;
+  val ^= val << 5;
+  val += val << 19;
+  val &= 0x7fffffff;
+  val ^= val >> 3;
+  val *= 9;
+  val &= 0x7fffffff;
+  return val;
+}
+
+// Inverted hash function
+uint32_t inverted_hash(uint32_t val) {
+  val *= 954437177;
+  val &= 0x7fffffff;
+  val ^= val >> 3;
+  val ^= val >> 6;
+  val ^= val >> 12;
+  val ^= val >> 24;
+  val *= 2146959361;
+  val ^= val << 5;
+  val ^= val << 10;
+  val ^= val << 20;
+  val ^= val << 17;
+  val &= 0x7fffffff;
+  val *= 954437177;
+  val &= 0x7fffffff;
+  return val;
+}
+
+// Expose the functions to R using Rcpp
+// [[Rcpp::export]]
+uint32_t hash_R(uint32_t val) {
+  return hash(val);
+}
+
+// [[Rcpp::export]]
+uint32_t inverted_hash_R(uint32_t val) {
+  return inverted_hash(val);
+}
diff --git a/data_exploration/read.R b/data_exploration/read.R
new file mode 100644
index 0000000..49259be
--- /dev/null
+++ b/data_exploration/read.R
@@ -0,0 +1,91 @@
+library(Rcpp)
+
+# Chargez le fichier C++ (remplacez le chemin par celui du fichier .cpp)
+sourceCpp("hash_functions_rcpp.cpp")
+
+# Exemple d'utilisation des fonctions
+val <- 12345
+
+hashed_value <- hash_R(val)
+inverted_value <- inverted_hash_R(hashed_value)
+
+cat("Valeur hashée :", hashed_value, "\n")
+cat("Valeur inversée :", inverted_value, "\n")
+
+
+x <- "ATTACA"
+
+babytransfo <- function(input) {
+  inputlist <- strsplit(input, "")[[1]]
+  out <- rep(NA, length(inputlist))
+  for (i in seq_along(inputlist)) {
+    charac.i <- inputlist[[i]]
+    out[i] <- switch(charac.i, A = 0, T = 1, G = 2, C = 3)
+  }
+  return(out)
+}
+
+encode_nucl <- function(nucl) {
+  return(switch(nucl, "A" = 0, "T" = 1, "G" = 2, "C" = 3))
+}
+
+encode_kmer <- function(seq_k) {
+  seq_k <- unlist(strsplit(seq_k, "")[[1]])
+  encoded_kmer <- 0
+  for (nucl in seq_k) {
+    encoded_kmer <- encoded_kmer * 4 + encode_nucl(nucl)
+  }
+  return(encoded_kmer)
+}
+
+enco_gattaca <- encode_kmer(seq_k = "GATTACA")
+
+encode_next_kmer <- function(prev_kmer, new_nucl, k) {
+  encoded_kmer <- prev_kmer
+  encoded_kmer <- bitwAnd(encoded_kmer, 4**(k-1) - 1)
+  encoded_kmer <- encoded_kmer * 4 + encode_nucl(new_nucl)
+  return(encoded_kmer)
+}
+
+encode_next_kmer(
+  prev_kmer = enco_gattaca,
+  new_nucl = "T",
+  k = 7)
+
+
+flip_bit <- function(x, n) {
+  # n is the bit position (0-based index)
+  # bitwShiftL(1, n) creates a mask where only the nth bit is set to 1
+  # bitwXor flips that specific bit in x
+  flipped_x <- bitwXor(x, bitwShiftL(1, n))
+  return(flipped_x)
+}
+
+
+# Let's flip the 2nd bit (0-based) of the number 5 (binary: 101)
+x <- 234  # binary: 101
+n <- 4  # 0-based index, flip the 2nd bit (which is 1)
+flipped_x <- flip_bit(x, n)
+
+cat("Original number:", x, "\n")  # Output: 5
+cat("After flipping the 2nd bit:", flipped_x, "\n")  # Output: 7 (binary: 111)
+
+a <- 345 # entier intitial
+flipa3 <- flip_bit(345, 3) # entier flippé
+
+bitwXor(hash_R(a), hash_R(flipa3))
+
+# La matrice individuelle correspond au lien
+# entre un entier hashé (hasha), et le même entier
+# flippé hashé (hashaflippé). Ligne à ligne, pour chaque
+# bit de hasha, on met un 1 là où ce bit
+# correspond à un bit de hashaflippé.
+
+# But de l'opération : pour tous les a possibles,
+# créer les matrices de lien avec tous les hashaflippés
+# possible et en déduire si les hashaflippés sont bien
+# les plus éloignés possibles du hasha.
+
+
+
+
diff --git a/external/clutchlog b/external/clutchlog
index 28f50d0..7d0252b 160000
--- a/external/clutchlog
+++ b/external/clutchlog
@@ -1 +1 @@
-Subproject commit 28f50d0badd8471e8ae3221ecd2ac9338ffa9bd3
+Subproject commit 7d0252b659aa989ff71ff80aacfa08d389b46a10
diff --git a/external/paradiseo b/external/paradiseo
index 8ea6e2b..51be7e3 160000
--- a/external/paradiseo
+++ b/external/paradiseo
@@ -1 +1 @@
-Subproject commit 8ea6e2b680d00f82655584fcc199f90803f00fa2
+Subproject commit 51be7e324b07c90d9b1b4b93c7fa9f8d668f76b5