61 lines
1.5 KiB
Bash
Executable file
61 lines
1.5 KiB
Bash
Executable file
#!/bin/bash
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# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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set -e
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function usage() {
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echo "Usage: bash scripts/preproc.sh nvtabular/spark [tfrecords]"
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}
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if [ ! -d "scripts" ] || [ ! "$(ls -A 'scripts')" ]; then
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echo "You are probably calling this script from wrong directory"
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usage
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exit 1
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fi
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if [ $# -ne 1 ] && [ $# -ne 2 ]; then
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usage
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exit 1
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fi
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tfrecords=${2:-40}
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if ! [ "$tfrecords" -ge 0 ] 2>/dev/null; then
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echo "Expected tfrecords (${tfrecords}) to be positive integer"
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usage
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exit 1
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fi
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case "$1" in
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nvtabular)
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time python -m data.outbrain.nvtabular.preproc --workers "${tfrecords}"
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;;
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spark)
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echo "Starting preprocessing 1/3..."
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time python data/outbrain/spark/preproc1.py
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echo "Starting preprocessing 2/3..."
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time python data/outbrain/spark/preproc2.py
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echo "Starting preprocessing 3/3..."
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time python data/outbrain/spark/preproc3.py --num_train_partitions "${tfrecords}" --num_valid_partitions "${tfrecords}"
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;;
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*)
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usage
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exit 1
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;;
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esac
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