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				|  |  | +# Copyright 2015, Google Inc.
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				|  |  | +# All rights reserved.
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				|  |  | +#
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				|  |  | +# Redistribution and use in source and binary forms, with or without
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				|  |  | +# modification, are permitted provided that the following conditions are
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				|  |  | +# met:
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				|  |  | +#
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				|  |  | +#     * Redistributions of source code must retain the above copyright
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				|  |  | +# notice, this list of conditions and the following disclaimer.
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				|  |  | +#     * Redistributions in binary form must reproduce the above
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				|  |  | +# copyright notice, this list of conditions and the following disclaimer
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				|  |  | +# in the documentation and/or other materials provided with the
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				|  |  | +# distribution.
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				|  |  | +#     * Neither the name of Google Inc. nor the names of its
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				|  |  | +# contributors may be used to endorse or promote products derived from
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				|  |  | +# this software without specific prior written permission.
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				|  |  | +#
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				|  |  | +# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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				|  |  | +# "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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				|  |  | +# LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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				|  |  | +# A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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				|  |  | +# OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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				|  |  | +# SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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				|  |  | +# LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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				|  |  | +# DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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				|  |  | +# THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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				|  |  | +# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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				|  |  | +# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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				|  |  | +
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				|  |  | +"""A thread pool that logs exceptions raised by tasks executed within it."""
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				|  |  | +
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				|  |  | +import functools
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				|  |  | +import logging
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				|  |  | +
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				|  |  | +from concurrent import futures
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				|  |  | +
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				|  |  | +
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				|  |  | +def _wrap(behavior):
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				|  |  | +  """Wraps an arbitrary callable behavior in exception-logging."""
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				|  |  | +  @functools.wraps(behavior)
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				|  |  | +  def _wrapping(*args, **kwargs):
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				|  |  | +    try:
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				|  |  | +      return behavior(*args, **kwargs)
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				|  |  | +    except Exception as e:
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				|  |  | +      logging.exception('Unexpected exception from task run in logging pool!')
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				|  |  | +      raise
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				|  |  | +  return _wrapping
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				|  |  | +
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				|  |  | +
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				|  |  | +class _LoggingPool(object):
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				|  |  | +  """An exception-logging futures.ThreadPoolExecutor-compatible thread pool."""
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				|  |  | +
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				|  |  | +  def __init__(self, backing_pool):
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				|  |  | +    self._backing_pool = backing_pool
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				|  |  | +
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				|  |  | +  def __enter__(self):
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				|  |  | +    return self
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				|  |  | +
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				|  |  | +  def __exit__(self, exc_type, exc_val, exc_tb):
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				|  |  | +    self._backing_pool.shutdown(wait=True)
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				|  |  | +
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				|  |  | +  def submit(self, fn, *args, **kwargs):
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				|  |  | +    return self._backing_pool.submit(_wrap(fn), *args, **kwargs)
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				|  |  | +
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				|  |  | +  def map(self, func, *iterables, **kwargs):
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				|  |  | +    return self._backing_pool.map(
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				|  |  | +        _wrap(func), *iterables, timeout=kwargs.get('timeout', None))
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				|  |  | +
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				|  |  | +  def shutdown(self, wait=True):
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				|  |  | +    self._backing_pool.shutdown(wait=wait)
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				|  |  | +
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				|  |  | +
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				|  |  | +def pool(max_workers):
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				|  |  | +  """Creates a thread pool that logs exceptions raised by the tasks within it.
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				|  |  | +
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				|  |  | +  Args:
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				|  |  | +    max_workers: The maximum number of worker threads to allow the pool.
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				|  |  | +
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				|  |  | +  Returns:
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				|  |  | +    A futures.ThreadPoolExecutor-compatible thread pool that logs exceptions
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				|  |  | +      raised by the tasks executed within it.
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				|  |  | +  """
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				|  |  | +  return _LoggingPool(futures.ThreadPoolExecutor(max_workers))
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