# Pour le moment, le run ne fait qu'executer
  # quelques petites commandes que l'on souhaite
  # tester.

  OUTDIR="exp/kmeans_teacher_1/pvector-1"
  DATADIR="data"
  
  kmin=2
  kmax=100

  if [ ! -d "$OUTDIR" ];
  then
      mkdir -p $OUTDIR
  fi

  for kfold in {1..4}
  do
      #echo "kfold = ${kfold}"
      pvector_file="${DATADIR}/pvectors_1rst/pvectors_teacher_${kfold}.txt"
      lst_dir="${DATADIR}/pvectors_1rst/lst"
      output_kfold="${OUTDIR}/${kfold}"
      
      if [ ! -d "${output_kfold}" ];
      then
          mkdir -p ${output_kfold}
      fi
  
      
      # Train kmeans
      echo "Clustering - ${kfold}"
      python3 bin/cluster_kmeans.py "${pvector_file}" \
          "${lst_dir}/train_${kfold}.lst" \
          "${output_kfold}" --kmin ${kmin} --kmax ${kmax}
  
      for k in $(seq ${kmin} 1 ${kmax})
      do
          echo "Kmeans Measuring and extraction - ${k}"
          # Extract kmean values
          python3 bin/extract_kmeans.py "${output_kfold}/${k}/clustering_${k}.pkl" \
              "${pvector_file}" \
              --outfile "${output_kfold}/${k}/clustered_${k}.txt"
          python3 bin/measure_clustering.py "${output_kfold}/${k}/clustered_${k}.txt" "${pvector_file}" "${lst_dir}/train_${kfold}.lst" "${lst_dir}/val_${kfold}.lst" --outfile "${output_kfold}/${k}/measures.json"
      done
  done