#!/bin/bash

#SBATCH --job-name=grid
#SBATCH --account=nn9106k
#SBATCH --time=36:00:00
#SBATCH --mail-type=FAIL
#SBATCH --nodes=1
#SBATCH --ntasks-per-node=6
#SBATCH --mem-per-cpu=4096M

. ${HOME}/.bashrc;
if [ -n "${SLURM_JOB_NODELIST}" ]; then
  . /cluster/bin/jobsetup;
  . /projects/ltg/epe/abel/common;
fi

SHERLOCK=/projects/ltg/epe/2018/sherlock;

while [ $# -gt 0 -a "${1#-}" != "$1" ]; do
  case ${1} in
    -a|--append)
      tee="-a";
      shift 1;
    ;;
    *)
      echo "parse: invalid option \`${1}'; exit.";
      exit 1;
    ;;
  esac
done

input="${1}";
lemmas="${2:-lemma}";
poss="${3:-pos}";
test="${4:-development}"

cd ${SHERLOCK};
{
  for lemma in $(echo ${lemmas} | tr "," " "); do
    for pos in $(echo ${poss} | tr "," " "); do
      echo /projects/ltg/python/bin/python -u sherlock.py \
	--wapiti /projects/ltg/epe/wapiti/wapiti \
	--pattern_scope patterns/scope.pattern \
	--pattern_event patterns/event.pattern \
	--training ${input}/negation/training/raw.epe+ \
	--testing ${input}/negation/${test}/raw.epe+ \
	--pos ${pos} --lemma ${lemma} \
	--scope_parameters \"-T crf -a l-bfgs --histsz 5\" \
	--event_parameters \"-T crf -a l-bfgs --histsz 5\" \
	--decode_parameters \" -p\" \
	--target ${input}/negation/${test}/sherlock/${pos}-${lemma}xdefault \
	--score --cleanup
      for sone in 2 1 0.5 0.1 0; do
        for stwo in 0.1 0.001 0.0001 0; do
          for sepsilon in 0.5 0.1 0.01 0.001; do
            for eone in 2 1 0.5 0.1 0; do
              for etwo in 0.1 0.001 0.0001 0; do
                for eepsilon in  0.5 0.1 0.01 0.001; do
                  echo /projects/ltg/python/bin/python -u sherlock.py \
                    --wapiti /projects/ltg/epe/wapiti/wapiti \
                    --pattern_scope patterns/scope.pattern \
                    --pattern_event patterns/event.pattern \
                    --training ${input}/negation/training/raw.epe+ \
                    --testing ${input}/negation/${test}/raw.epe+ \
                    --pos ${pos} --lemma ${lemma} \
                    --scope_parameters \"-T crf -a l-bfgs --histsz 5 -1 ${sone} -2 ${stwo} -e ${sepsilon}\" \
                    --event_parameters \"-T crf -a l-bfgs --histsz 5 -1 ${eone} -2 ${etwo} -e ${eepsilon}\" \
                    --decode_parameters \" -p\" \
                    --target ${input}/negation/${test}/sherlock/${pos}-${lemma}x${sone}-${stwo}-${sepsilon}x${eone}-${etwo}-${eepsilon} \
                    --score --cleanup
                done
              done
            done
          done
        done
      done
    done
  done
} | xargs -d \\n -n 1 -P 6 -t sh -c

exit 0