43 lines
1.4 KiB
Python
43 lines
1.4 KiB
Python
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
import logging
|
|
import os
|
|
|
|
os.environ["TF_MEMORY_ALLOCATION"] = "0.0"
|
|
from data.outbrain.nvtabular.utils.workflow import execute_pipeline
|
|
from data.outbrain.nvtabular.utils.arguments import parse_args
|
|
from data.outbrain.nvtabular.utils.setup import create_config
|
|
|
|
|
|
def is_empty(path):
|
|
return not (os.path.exists(path) and (os.path.isfile(path) or os.listdir(path)))
|
|
|
|
|
|
def main():
|
|
args = parse_args()
|
|
config = create_config(args)
|
|
if is_empty(args.metadata_path):
|
|
logging.warning(
|
|
"Creating parquets into {}".format(config["output_bucket_folder"])
|
|
)
|
|
execute_pipeline(config)
|
|
else:
|
|
logging.warning(f"Directory exists {args.metadata_path}")
|
|
logging.warning("Skipping NVTabular preprocessing")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|