Files
deb-python-taskflow/taskflow/engines/worker_based/executor.py
Joshua Harlow 89c6c7435b Avoid naming time type module the same as a builtin
In order to avoid naming conflicts which can easily
occur if we name our time module as a python builtin
just pick a name that doesn't conflict (it still
retains the same meaning).

Change-Id: Ia19f3776689d2b1f31f7cbfaa15e53f99a3ee900
2014-08-12 10:53:56 -07:00

260 lines
10 KiB
Python

# -*- coding: utf-8 -*-
# Copyright (C) 2014 Yahoo! Inc. All Rights Reserved.
#
# Licensed 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.
import functools
import logging
import threading
from taskflow.engines.action_engine import executor
from taskflow.engines.worker_based import cache
from taskflow.engines.worker_based import protocol as pr
from taskflow.engines.worker_based import proxy
from taskflow import exceptions as exc
from taskflow.types import timing as tt
from taskflow.utils import async_utils
from taskflow.utils import misc
from taskflow.utils import reflection
from taskflow.utils import threading_utils as tu
LOG = logging.getLogger(__name__)
def _is_alive(thread):
if not thread:
return False
return thread.is_alive()
class PeriodicWorker(object):
"""Calls a set of functions when activated periodically.
NOTE(harlowja): the provided timeout object determines the periodicity.
"""
def __init__(self, timeout, functors):
self._timeout = timeout
self._functors = []
for f in functors:
self._functors.append((f, reflection.get_callable_name(f)))
def start(self):
while not self._timeout.is_stopped():
for (f, f_name) in self._functors:
LOG.debug("Calling periodic function '%s'", f_name)
try:
f()
except Exception:
LOG.warn("Failed to call periodic function '%s'", f_name,
exc_info=True)
self._timeout.wait()
def stop(self):
self._timeout.interrupt()
def reset(self):
self._timeout.reset()
class WorkerTaskExecutor(executor.TaskExecutorBase):
"""Executes tasks on remote workers."""
def __init__(self, uuid, exchange, topics, **kwargs):
self._uuid = uuid
self._topics = topics
self._requests_cache = cache.RequestsCache()
self._workers_cache = cache.WorkersCache()
self._workers_arrival = threading.Condition()
handlers = {
pr.NOTIFY: [
self._process_notify,
functools.partial(pr.Notify.validate, response=True),
],
pr.RESPONSE: [
self._process_response,
pr.Response.validate,
],
}
self._proxy = proxy.Proxy(uuid, exchange, handlers,
self._on_wait, **kwargs)
self._proxy_thread = None
self._periodic = PeriodicWorker(tt.Timeout(pr.NOTIFY_PERIOD),
[self._notify_topics])
self._periodic_thread = None
def _process_notify(self, notify, message):
"""Process notify message from remote side."""
LOG.debug("Start processing notify message.")
topic = notify['topic']
tasks = notify['tasks']
# add worker info to the cache
self._workers_arrival.acquire()
try:
self._workers_cache[topic] = tasks
self._workers_arrival.notify_all()
finally:
self._workers_arrival.release()
# publish waiting requests
for request in self._requests_cache.get_waiting_requests(tasks):
request.set_pending()
self._publish_request(request, topic)
def _process_response(self, response, message):
"""Process response from remote side."""
LOG.debug("Start processing response message.")
try:
task_uuid = message.properties['correlation_id']
except KeyError:
LOG.warning("The 'correlation_id' message property is missing.")
else:
LOG.debug("Task uuid: '%s'", task_uuid)
request = self._requests_cache.get(task_uuid)
if request is not None:
response = pr.Response.from_dict(response)
if response.state == pr.RUNNING:
request.set_running()
elif response.state == pr.PROGRESS:
request.on_progress(**response.data)
elif response.state in (pr.FAILURE, pr.SUCCESS):
# NOTE(imelnikov): request should not be in cache when
# another thread can see its result and schedule another
# request with same uuid; so we remove it, then set result
del self._requests_cache[request.uuid]
request.set_result(**response.data)
else:
LOG.warning("Unexpected response status: '%s'",
response.state)
else:
LOG.debug("Request with id='%s' not found.", task_uuid)
@staticmethod
def _handle_expired_request(request):
"""Handle expired request.
When request has expired it is removed from the requests cache and
the `RequestTimeout` exception is set as a request result.
"""
LOG.debug("Request '%r' has expired.", request)
LOG.debug("The '%r' request has expired.", request)
request.set_result(misc.Failure.from_exception(
exc.RequestTimeout("The '%r' request has expired" % request)))
def _on_wait(self):
"""This function is called cyclically between draining events."""
self._requests_cache.cleanup(self._handle_expired_request)
def _submit_task(self, task, task_uuid, action, arguments,
progress_callback, timeout=pr.REQUEST_TIMEOUT, **kwargs):
"""Submit task request to a worker."""
request = pr.Request(task, task_uuid, action, arguments,
progress_callback, timeout, **kwargs)
# Get task's topic and publish request if topic was found.
topic = self._workers_cache.get_topic_by_task(request.task_cls)
if topic is not None:
# NOTE(skudriashev): Make sure request is set to the PENDING state
# before putting it into the requests cache to prevent the notify
# processing thread get list of waiting requests and publish it
# before it is published here, so it wouldn't be published twice.
request.set_pending()
self._requests_cache[request.uuid] = request
self._publish_request(request, topic)
else:
self._requests_cache[request.uuid] = request
return request.result
def _publish_request(self, request, topic):
"""Publish request to a given topic."""
try:
self._proxy.publish(msg=request,
routing_key=topic,
reply_to=self._uuid,
correlation_id=request.uuid)
except Exception:
with misc.capture_failure() as failure:
LOG.exception("Failed to submit the '%s' request.", request)
del self._requests_cache[request.uuid]
request.set_result(failure)
def _notify_topics(self):
"""Cyclically called to publish notify message to each topic."""
self._proxy.publish(pr.Notify(), self._topics, reply_to=self._uuid)
def execute_task(self, task, task_uuid, arguments,
progress_callback=None):
return self._submit_task(task, task_uuid, pr.EXECUTE, arguments,
progress_callback)
def revert_task(self, task, task_uuid, arguments, result, failures,
progress_callback=None):
return self._submit_task(task, task_uuid, pr.REVERT, arguments,
progress_callback, result=result,
failures=failures)
def wait_for_any(self, fs, timeout=None):
"""Wait for futures returned by this executor to complete."""
return async_utils.wait_for_any(fs, timeout)
def wait_for_workers(self, workers=1, timeout=None):
"""Waits for geq workers to notify they are ready to do work.
NOTE(harlowja): if a timeout is provided this function will wait
until that timeout expires, if the amount of workers does not reach
the desired amount of workers before the timeout expires then this will
return how many workers are still needed, otherwise it will
return zero.
"""
if workers <= 0:
raise ValueError("Worker amount must be greater than zero")
w = None
if timeout is not None:
w = tt.StopWatch(timeout).start()
self._workers_arrival.acquire()
try:
while len(self._workers_cache) < workers:
if w is not None and w.expired():
return workers - len(self._workers_cache)
timeout = None
if w is not None:
timeout = w.leftover()
self._workers_arrival.wait(timeout)
return 0
finally:
self._workers_arrival.release()
def start(self):
"""Starts proxy thread and associated topic notification thread."""
if not _is_alive(self._proxy_thread):
self._proxy_thread = tu.daemon_thread(self._proxy.start)
self._proxy_thread.start()
self._proxy.wait()
if not _is_alive(self._periodic_thread):
self._periodic.reset()
self._periodic_thread = tu.daemon_thread(self._periodic.start)
self._periodic_thread.start()
def stop(self):
"""Stops proxy thread and associated topic notification thread."""
if self._periodic_thread is not None:
self._periodic.stop()
self._periodic_thread.join()
self._periodic_thread = None
if self._proxy_thread is not None:
self._proxy.stop()
self._proxy_thread.join()
self._proxy_thread = None