evo2 / scripts /tools /data_process /preprocess_data_json.sh
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#!/bin/bash
set -euo pipefail
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_ROOT="$(cd "${SCRIPT_DIR}/../../.." && pwd)"
INPUT_DIR="${INPUT_DIR:-${PROJECT_ROOT}/data/json/pretraining_or_both_phases/promoters}"
OUTPUT_DIR="${OUTPUT_DIR:-${PROJECT_ROOT}/data/promoters/pretraining_data_promoters}"
TOKENIZER="${TOKENIZER:-CharLevelTokenizer}"
mkdir -p "${OUTPUT_DIR}"
echo "EVO2_PROJECT_ROOT: ${PROJECT_ROOT}"
echo "EVO2_JSON_INPUT_DIR: ${INPUT_DIR}"
echo "EVO2_JSON_OUTPUT_DIR: ${OUTPUT_DIR}"
for SPLIT in train test valid; do
INPUT_FILE="${INPUT_DIR}/data_promoters_${SPLIT}_chunk1.jsonl.gz"
OUTPUT_PREFIX="${OUTPUT_DIR}/data_promoters_${SPLIT}"
echo "Processing ${INPUT_FILE} -> ${OUTPUT_PREFIX}"
python "${PROJECT_ROOT}/scripts/tools/data_process/preprocess_data_json.py" \
--input "${INPUT_FILE}" \
--output-prefix "${OUTPUT_PREFIX}" \
--tokenizer-type "${TOKENIZER}" \
--dataset-impl mmap \
--append-eod \
--workers 8 \
--log-interval 100
echo "Finished processing split: ${SPLIT}"
done