Merge "Add a timing listener that also prints the results"
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d444385a08
@ -46,6 +46,18 @@ Building a car
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:linenos:
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:lines: 16-
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Watching execution timing
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=========================
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.. note::
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Full source located at :example:`timing_listener`.
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.. literalinclude:: ../../taskflow/examples/timing_listener.py
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:language: python
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:linenos:
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:lines: 16-
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Linear equation solver (explicit dependencies)
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==============================================
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@ -166,3 +166,5 @@ Timing listener
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---------------
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.. autoclass:: taskflow.listeners.timing.TimingListener
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.. autoclass:: taskflow.listeners.timing.PrintingTimingListener
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59
taskflow/examples/timing_listener.py
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59
taskflow/examples/timing_listener.py
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@ -0,0 +1,59 @@
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# -*- coding: utf-8 -*-
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# Copyright (C) 2014 Yahoo! Inc. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may
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# not use this file except in compliance with the License. You may obtain
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# a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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# License for the specific language governing permissions and limitations
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# under the License.
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import logging
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import os
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import random
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import sys
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import time
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logging.basicConfig(level=logging.ERROR)
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top_dir = os.path.abspath(os.path.join(os.path.dirname(__file__),
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os.pardir,
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os.pardir))
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sys.path.insert(0, top_dir)
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from taskflow import engines
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from taskflow.listeners import timing
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from taskflow.patterns import linear_flow as lf
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from taskflow import task
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# INTRO: in this example we will attach a listener to an engine
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# and have variable run time tasks run and show how the listener will print
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# out how long those tasks took (when they started and when they finished).
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#
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# This shows how timing metrics can be gathered (or attached onto a engine)
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# after a workflow has been constructed, making it easy to gather metrics
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# dynamically for situations where this kind of information is applicable (or
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# even adding this information on at a later point in the future when your
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# application starts to slow down).
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class VariableTask(task.Task):
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def __init__(self, name):
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super(VariableTask, self).__init__(name)
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self._sleepy_time = random.random()
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def execute(self):
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time.sleep(self._sleepy_time)
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f = lf.Flow('root')
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f.add(VariableTask('a'), VariableTask('b'), VariableTask('c'))
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e = engines.load(f)
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with timing.PrintingTimingListener(e):
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e.run()
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@ -16,6 +16,7 @@
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from __future__ import absolute_import
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import itertools
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import logging
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from taskflow import exceptions as exc
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@ -23,14 +24,21 @@ from taskflow.listeners import base
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from taskflow import states
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from taskflow.types import timing as tt
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STARTING_STATES = (states.RUNNING, states.REVERTING)
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FINISHED_STATES = base.FINISH_STATES + (states.REVERTED,)
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WATCH_STATES = frozenset(FINISHED_STATES + STARTING_STATES +
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(states.PENDING,))
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STARTING_STATES = frozenset((states.RUNNING, states.REVERTING))
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FINISHED_STATES = frozenset((base.FINISH_STATES + (states.REVERTED,)))
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WATCH_STATES = frozenset(itertools.chain(FINISHED_STATES, STARTING_STATES,
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[states.PENDING]))
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LOG = logging.getLogger(__name__)
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# TODO(harlowja): get rid of this when we can just support python 3.x and use
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# its print function directly instead of having to wrap it in a helper function
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# due to how python 2.x print is a language built-in and not a function...
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def _printer(message):
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print(message)
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class TimingListener(base.ListenerBase):
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"""Listener that captures task duration.
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@ -46,11 +54,17 @@ class TimingListener(base.ListenerBase):
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def deregister(self):
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super(TimingListener, self).deregister()
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# There should be none that still exist at deregistering time, so log a
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# warning if there were any that somehow still got left behind...
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leftover_timers = len(self._timers)
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if leftover_timers:
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LOG.warn("%s task(s) did not enter %s states", leftover_timers,
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FINISHED_STATES)
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self._timers.clear()
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def _record_ending(self, timer, task_name):
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meta_update = {
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'duration': float(timer.elapsed()),
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'duration': timer.elapsed(),
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}
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try:
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# Don't let storage failures throw exceptions in a listener method.
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@ -66,5 +80,28 @@ class TimingListener(base.ListenerBase):
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elif state in STARTING_STATES:
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self._timers[task_name] = tt.StopWatch().start()
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elif state in FINISHED_STATES:
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if task_name in self._timers:
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self._record_ending(self._timers[task_name], task_name)
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timer = self._timers.pop(task_name, None)
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if timer is not None:
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timer.stop()
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self._record_ending(timer, task_name)
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class PrintingTimingListener(TimingListener):
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"""Listener that prints the start & stop timing as well as recording it."""
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def __init__(self, engine, printer=None):
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super(PrintingTimingListener, self).__init__(engine)
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if printer is None:
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self._printer = _printer
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else:
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self._printer = printer
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def _record_ending(self, timer, task_name):
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super(PrintingTimingListener, self)._record_ending(timer, task_name)
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self._printer("It took task '%s' %0.2f seconds to"
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" finish." % (task_name, timer.elapsed()))
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def _task_receiver(self, state, details):
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super(PrintingTimingListener, self)._task_receiver(state, details)
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if state in STARTING_STATES:
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self._printer("'%s' task started." % (details['task_name']))
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