_materialize.py 932 B

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  1. #
  2. # Copyright 2019 The FATE Authors. All Rights Reserved.
  3. #
  4. # Licensed under the Apache License, Version 2.0 (the "License");
  5. # you may not use this file except in compliance with the License.
  6. # You may obtain a copy of the License at
  7. #
  8. # http://www.apache.org/licenses/LICENSE-2.0
  9. #
  10. # Unless required by applicable law or agreed to in writing, software
  11. # distributed under the License is distributed on an "AS IS" BASIS,
  12. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. # See the License for the specific language governing permissions and
  14. # limitations under the License.
  15. #
  16. from pyspark import StorageLevel
  17. # noinspection PyUnresolvedReferences
  18. def materialize(rdd):
  19. rdd.persist(get_storage_level())
  20. rdd.count()
  21. return rdd
  22. def unmaterialize(rdd):
  23. rdd.unpersist()
  24. # noinspection PyUnresolvedReferences
  25. def get_storage_level():
  26. return StorageLevel.MEMORY_AND_DISK