run-measures.sh 2.96 KB
# 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"
NEW_LSTDIR="${OUTDIR}/lst"

kmin=2
kmax=100

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

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

for kfold in {1..4}
do
    pvector_file="${DATADIR}/pvectors_1rst/pvectors_teacher_${kfold}.txt"
    lst_dir="${DATADIR}/pvectors_1rst/lst"
    output_kfold="${OUTDIR}/${kfold}"
    
    #python3 "bin/replace_label.py" \
    #    "${DATADIR}/masseffect.lst" \
    #    "${DATADIR}/character_information.csv" \
    #    --field "type" --lst "data/pvectors_1rst/lst/train_${kfold}.lst" \
    #    --outfile "${NEW_LSTDIR}/train_${kfold}_type.lst"

    #python3 "bin/replace_label.py" \
    #    "${DATADIR}/masseffect.lst" \
    #    "${DATADIR}/character_information.csv" \
    #    --field "type" --lst "data/pvectors_1rst/lst/val_${kfold}.lst" \
    #    --outfile "${NEW_LSTDIR}/val_${kfold}_type.lst"
   
    #cat "${NEW_LSTDIR}/train_${kfold}_type.lst" "${NEW_LSTDIR}/val_${kfold}_type.lst" > "${NEW_LSTDIR}/metas_${kfold}_type.lst"

 
    echo "Clustering - ${kfold}"

    for k in $(seq ${kmin} 1 ${kmax})
    do
        echo "Kmeans Measuring and ploting - ${k}"
	
	    # This script compute measures from clustering   
        #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"
        
        #python3 bin/measure_clustering.py "${output_kfold}/${k}/clustered_${k}.txt" \
        #    "${NEW_LSTDIR}/metas_${kfold}_type.lst" "${lst_dir}/train_${kfold}.lst" \
        #    "${lst_dir}/val_${kfold}.lst" \
        #    --outfile "${output_kfold}/${k}/measures_type.json"
        
        # This script plot the count matrix of the train set
        python3 bin/plot-count-matrix.py ${output_kfold}/${k}/clustered_${k}.txt \
            ${NEW_LSTDIR}/metas_${kfold}_type.lst ${lst_dir}/train_${kfold}.lst \
            --outfile ${output_kfold}/${k}/train_count_matrix_type.pdf
        
        # This script plot the count matrix of the validation set
        python3 bin/plot-count-matrix.py ${output_kfold}/${k}/clustered_${k}.txt \
            ${NEW_LSTDIR}/metas_${kfold}_type.lst ${lst_dir}/val_${kfold}.lst \
            --outfile ${output_kfold}/${k}/val_count_matrix_type.pdf
        
        # This script plot the count matrix of the train set
        python3 bin/plot-count-matrix.py ${output_kfold}/${k}/clustered_${k}.txt \
            ${pvector_file} ${lst_dir}/train_${kfold}.lst \
            --outfile ${output_kfold}/${k}/train_count_matrix.pdf
        
        # This script plot the count matrix of the validation set
        python3 bin/plot-count-matrix.py ${output_kfold}/${k}/clustered_${k}.txt \
            ${pvector_file} ${lst_dir}/val_${kfold}.lst \
            --outfile ${output_kfold}/${k}/val_count_matrix.pdf
    done
done