run-measures.sh
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# 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