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pickler.py
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pickler.py
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#
# 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.
#
"""Pickler for values, functions, and classes.
For internal use only. No backwards compatibility guarantees.
Pickles created by the pickling library contain non-ASCII characters, so
we base64-encode the results so that we can put them in a JSON objects.
The pickler is used to embed FlatMap callable objects into the workflow JSON
description.
The pickler module should be used to pickle functions and modules; for values,
the coders.*PickleCoder classes should be used instead.
"""
from apache_beam.internal import cloudpickle_pickler
from apache_beam.internal import dill_pickler
USE_CLOUDPICKLE = 'cloudpickle'
USE_DILL = 'dill'
DEFAULT_PICKLE_LIB = USE_DILL
desired_pickle_lib = dill_pickler
def dumps(o, enable_trace=True, use_zlib=False):
# type: (...) -> bytes
return desired_pickle_lib.dumps(
o, enable_trace=enable_trace, use_zlib=use_zlib)
def loads(encoded, enable_trace=True, use_zlib=False):
"""For internal use only; no backwards-compatibility guarantees."""
return desired_pickle_lib.loads(
encoded, enable_trace=enable_trace, use_zlib=use_zlib)
def dump_session(file_path):
"""For internal use only; no backwards-compatibility guarantees.
Pickle the current python session to be used in the worker.
"""
return desired_pickle_lib.dump_session(file_path)
def load_session(file_path):
return desired_pickle_lib.load_session(file_path)
def set_library(selected_library=DEFAULT_PICKLE_LIB):
""" Sets pickle library that will be used. """
global desired_pickle_lib
if selected_library == USE_DILL and desired_pickle_lib != dill_pickler:
desired_pickle_lib = dill_pickler
dill_pickler.override_pickler_hooks(True)
elif (selected_library == USE_CLOUDPICKLE and
desired_pickle_lib != cloudpickle_pickler):
desired_pickle_lib = cloudpickle_pickler
dill_pickler.override_pickler_hooks(False)