# # Copyright 2019 The FATE Authors. 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 pickle from pyspark.sql import Row _DELIMITER = ',' NEWLINE = '\n' def deserialize_line(line): return bytes.decode(line[0]), pickle.loads(bytes.fromhex(line[1])) def serialize_line(k, v): return f'{_DELIMITER}'.join([k, pickle.dumps(v).hex()]) + f"{NEWLINE}" def read_line(line_data): line = [str(i) for i in line_data] return f'{_DELIMITER}'.join(line) + f"{NEWLINE}" def from_row(r): return r.key, pickle.loads(bytes.fromhex(r.value)) def to_row(k, v): return Row(key=k, value=pickle.dumps(v).hex())