| # |
| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you 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. |
| # |
| |
| |
| from main import parse_arguments, seed_everything |
| import os |
| import glob |
| import json |
| from model_slicing.algorithm.src.data_loader import SQLAttacedLibsvmDataset |
| |
| |
| def write_json(file_name, data): |
| print(f"writting {file_name}...") |
| with open(file_name, 'w') as outfile: |
| outfile.write(json.dumps(data)) |
| |
| |
| args = parse_arguments() |
| seed_everything(args.seed) |
| |
| |
| data_dir = os.path.join(args.data_dir, args.dataset) |
| train_file = glob.glob("%s/tr*libsvm" % data_dir)[0] |
| |
| |
| train_loader = SQLAttacedLibsvmDataset( |
| train_file, |
| args.nfield, |
| args.max_filter_col) |
| |
| |
| write_json( |
| f"{args.dataset}_col_cardinalities", |
| train_loader.col_cardinalities) |
| |
