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wrangler: write high-level job file

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Starbeamrainbowlabs 2022-11-01 18:56:27 +00:00
parent 91152ebb1c
commit fecc63b6a2
Signed by: sbrl
GPG key ID: 1BE5172E637709C2
1 changed files with 71 additions and 0 deletions
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rainfallwrangler/slurm-recordify.job Executable file
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#!/usr/bin/env bash
#SBATCH -J RW2jsonl
#SBATCH -N 1
#SBATCH -n 1
#SBATCH -o %j.%N.%a.out
#SBATCH -e %j.%N.%a.err
#SBATCH -p compute
#SBATCH --time=3-00:00:00
#SBATCH --mem=8096
# * 8GB RAM
module load utilities/multi
module load readline/7.0
module load gcc/10.2.0
# module load cuda/11.5.0
module load python/anaconda/4.6/miniconda/3.7
RAINFALL="${RAINFALL:-$HOME/data/nimrod_ceda.jsonl.gz}";
WATER="${WATER:-$HOME/data/WaterDepths-new.stream.asc.gz}";
OUTPUT="${OUTPUT}";
COUNT_FILE="${COUNT_FILE:4096}";
if [[ -z "${WATER}" ]]; then
echo "Error: No input water depth file specified in the WATER environment variable.";
exit 1;
fi
if [[ -z "${RAINFALL}" ]]; then
echo "Error: No input rainfall file specified in the RAINFALL environment variables.";
exit 1;
fi
if [[ -z "${OUTPUT}" ]]; then
echo "Error: No output directory specified in the OUTPUT environment variable.";
exit 1;
fi
if [[ ! -d "${OUTPUT}" ]]; then
echo "Error: That input directory either doesn't exist, isn't a directory, or we don't have permission to access it.";
exit 3;
fi
export PATH=$HOME/software/bin:$PATH;
OUTPUT_UNIQ="${OUTPUT%/}_uniq"; # Stript trailing slash, if present
OUTPUT_TFRECORD="${OUTPUT%/}_tfrecord"; # Stript trailing slash, if present
echo ">>> Settings";
echo "RAINFALL $RAINFALL";
echo "WATER $WATER";
echo "OUTPUT $OUTPUT";
echo "ARGS $ARGS";
echo ">>> Installing requirements";
cd ../aimodel || { echo "Error: Failed to cd to ai model directory"; exit 1; };
conda run -n py38 pip install -r requirements.txt;
cd ../rainfallwrangler || { echo "Error: Failed to cd back to rainfallwrangler directory"; exit 1; };
npm install;
echo ">>> Converting dataset to .jsonl.gz";
/usr/bin/env time -v src/index.mjs recordify --verbose --rainfall "${RAINFALL}" --water "${WATER}" --output "${OUTPUT}" --count-file "${COUNT_FILE}" ${ARGS};
echo ">>> Deduplicating dataset";
# This also automatically recompresses for us - hence the source/target rather than in-place
srun --comment 'RainUniq' --exclusive -p compute /usr/bin/env time -v src/index.mjs uniq --source "${OUTPUT}" --target "${OUTPUT_UNIQ}" --count-file "${COUNT_FILE}";
echo ">>> Removing intermediate output";
rm -r "${OUTPUT}";
echo ">>> Queuing .jsonl.gz → tfrecord";
INPUT="${OUTPUT_UNIQ}" OUTPUT="${OUTPUT_TFRECORD}" sbatch ./slurm-jsonl2tfrecord.job;
echo ">>> exited with code $?";