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build/android/pylib/utils/parallelizer.py

+# Copyright 2014 The Chromium Authors. All rights reserved.
+# Use of this source code is governed by a BSD-style license that can be
+# found in the LICENSE file.
+
+""" Wrapper that allows method execution in parallel.
+
+This class wraps a list of objects of the same type, emulates their
+interface, and executes any functions called on the objects in parallel
+in ReraiserThreads.
+
+This means that, given a list of objects:
+
+  class Foo:
+    def __init__(self):
+      self.baz = Baz()
+
+    def bar(self, my_param):
+      // do something
+
+  list_of_foos = [Foo(1), Foo(2), Foo(3)]
+
+we can take a sequential operation on that list of objects:
+
+  for f in list_of_foos:
+    f.bar('Hello')
+
+and run it in parallel across all of the objects:
+
+  Parallelizer(list_of_foos).bar('Hello')
+
+It can also handle (non-method) attributes of objects, so that this:
+
+  for f in list_of_foos:
+    f.baz.myBazMethod()
+
+can be run in parallel with:
+
+  Parallelizer(list_of_foos).baz.myBazMethod()
+
+Because it emulates the interface of the wrapped objects, a Parallelizer
+can be passed to a method or function that takes objects of that type:
+
+  def DoesSomethingWithFoo(the_foo):
+    the_foo.bar('Hello')
+    the_foo.bar('world')
+    the_foo.baz.myBazMethod
+
+  DoesSomethingWithFoo(Parallelizer(list_of_foos))
+
+Note that this class spins up a thread for each object. Using this class
+to parallelize operations that are already fast will incur a net performance
+penalty.
+
+"""
+# pylint: disable=protected-access
+
+from pylib.utils import reraiser_thread
+from pylib.utils import watchdog_timer
+
+_DEFAULT_TIMEOUT = 30
+_DEFAULT_RETRIES = 3
+
+
+class Parallelizer(object):
+  """Allows parallel execution of method calls across a group of objects."""
+
+  def __init__(self, objs):
+    assert (objs is not None and len(objs) > 0), (
+        "Passed empty list to 'Parallelizer'")
+    self._orig_objs = objs
+    self._objs = objs
+
+  def __getattr__(self, name):
+    """Emulate getting the |name| attribute of |self|.
+
+    Args:
+      name: The name of the attribute to retrieve.
+    Returns:
+      A Parallelizer emulating the |name| attribute of |self|.
+    """
+    self.pGet(None)
+
+    r = type(self)(self._orig_objs)
+    r._objs = [getattr(o, name) for o in self._objs]
+    return r
+
+  def __getitem__(self, index):
+    """Emulate getting the value of |self| at |index|.
+
+    Returns:
+      A Parallelizer emulating the value of |self| at |index|.
+    """
+    self.pGet(None)
+
+    r = type(self)(self._orig_objs)
+    r._objs = [o[index] for o in self._objs]
+    return r
+
+  def __call__(self, *args, **kwargs):
+    """Emulate calling |self| with |args| and |kwargs|.
+
+    Note that this call is asynchronous. Call pFinish on the return value to
+    block until the call finishes.
+
+    Returns:
+      A Parallelizer wrapping the ReraiserThreadGroup running the call in
+      parallel.
+    Raises:
+      AttributeError if the wrapped objects aren't callable.
+    """
+    self.pGet(None)
+
+    if not self._objs:
+      raise AttributeError('Nothing to call.')
+    for o in self._objs:
+      if not callable(o):
+        raise AttributeError("'%s' is not callable" % o.__name__)
+
+    r = type(self)(self._orig_objs)
+    r._objs = reraiser_thread.ReraiserThreadGroup(
+        [reraiser_thread.ReraiserThread(
+            o, args=args, kwargs=kwargs,
+            name='%s.%s' % (str(d), o.__name__))
+         for d, o in zip(self._orig_objs, self._objs)])
+    r._objs.StartAll() # pylint: disable=W0212
+    return r
+
+  def pFinish(self, timeout):
+    """Finish any outstanding asynchronous operations.
+
+    Args:
+      timeout: The maximum number of seconds to wait for an individual
+               result to return, or None to wait forever.
+    Returns:
+      self, now emulating the return values.
+    """
+    self._assertNoShadow('pFinish')
+    if isinstance(self._objs, reraiser_thread.ReraiserThreadGroup):
+      self._objs.JoinAll()
+      self._objs = self._objs.GetAllReturnValues(
+          watchdog_timer.WatchdogTimer(timeout))
+    return self
+
+  def pGet(self, timeout):
+    """Get the current wrapped objects.
+
+    Args:
+      timeout: Same as |pFinish|.
+    Returns:
+      A list of the results, in order of the provided devices.
+    Raises:
+      Any exception raised by any of the called functions.
+    """
+    self._assertNoShadow('pGet')
+    self.pFinish(timeout)
+    return self._objs
+
+  def pMap(self, f, *args, **kwargs):
+    """Map a function across the current wrapped objects in parallel.
+
+    This calls f(o, *args, **kwargs) for each o in the set of wrapped objects.
+
+    Note that this call is asynchronous. Call pFinish on the return value to
+    block until the call finishes.
+
+    Args:
+      f: The function to call.
+      args: The positional args to pass to f.
+      kwargs: The keyword args to pass to f.
+    Returns:
+      A Parallelizer wrapping the ReraiserThreadGroup running the map in
+      parallel.
+    """
+    self._assertNoShadow('pMap')
+    r = type(self)(self._orig_objs)
+    r._objs = reraiser_thread.ReraiserThreadGroup(
+        [reraiser_thread.ReraiserThread(
+            f, args=tuple([o] + list(args)), kwargs=kwargs,
+            name='%s(%s)' % (f.__name__, d))
+         for d, o in zip(self._orig_objs, self._objs)])
+    r._objs.StartAll() # pylint: disable=W0212
+    return r
+
+  def _assertNoShadow(self, attr_name):
+    """Ensures that |attr_name| isn't shadowing part of the wrapped obejcts.
+
+    If the wrapped objects _do_ have an |attr_name| attribute, it will be
+    inaccessible to clients.
+
+    Args:
+      attr_name: The attribute to check.
+    Raises:
+      AssertionError if the wrapped objects have an attribute named 'attr_name'
+      or '_assertNoShadow'.
+    """
+    if isinstance(self._objs, reraiser_thread.ReraiserThreadGroup):
+      assert not hasattr(self._objs, '_assertNoShadow')
+      assert not hasattr(self._objs, attr_name)
+    else:
+      assert not any(hasattr(o, '_assertNoShadow') for o in self._objs)
+      assert not any(hasattr(o, attr_name) for o in self._objs)
+
+
+class SyncParallelizer(Parallelizer):
+  """A Parallelizer that blocks on function calls."""
+
+  #override
+  def __call__(self, *args, **kwargs):
+    """Emulate calling |self| with |args| and |kwargs|.
+
+    Note that this call is synchronous.
+
+    Returns:
+      A Parallelizer emulating the value returned from calling |self| with
+      |args| and |kwargs|.
+    Raises:
+      AttributeError if the wrapped objects aren't callable.
+    """
+    r = super(SyncParallelizer, self).__call__(*args, **kwargs)
+    r.pFinish(None)
+    return r
+
+  #override
+  def pMap(self, f, *args, **kwargs):
+    """Map a function across the current wrapped objects in parallel.
+
+    This calls f(o, *args, **kwargs) for each o in the set of wrapped objects.
+
+    Note that this call is synchronous.
+
+    Args:
+      f: The function to call.
+      args: The positional args to pass to f.
+      kwargs: The keyword args to pass to f.
+    Returns:
+      A Parallelizer wrapping the ReraiserThreadGroup running the map in
+      parallel.
+    """
+    r = super(SyncParallelizer, self).pMap(f, *args, **kwargs)
+    r.pFinish(None)
+    return r
+