Files
deb-python-taskflow/taskflow/engines/worker_based/executor.py
Stanislav Kudriashev 32e8c3da61 Message-oriented worker-based flow with kombu
* Implemented Worker to be started on remote host for
  handling tasks request.
* Implemented WorkerTaskExecutor that proxies tasks
  requests to remote workers.
* Implemented Proxy that is used for consuming and
  publishing messages by Worker and Executor.
* Added worker-based engine and worker task executor.
* Added kombu dependency to requirements.
* Added worker-based flow example.
* Added unit-tests for worker-based flow components.

Implements: blueprint worker-based-engine
Change-Id: I8c6859ba4a1a56c2592e3d67cdfb8968b13ee99c
2014-02-19 14:47:34 +02:00

181 lines
7.1 KiB
Python

# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
# 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 logging
import six
import threading
from kombu import exceptions as kombu_exc
from taskflow.engines.action_engine import executor
from taskflow.engines.worker_based import protocol as pr
from taskflow.engines.worker_based import proxy
from taskflow.engines.worker_based import remote_task as rt
from taskflow import exceptions as exc
from taskflow.utils import async_utils
from taskflow.utils import misc
from taskflow.utils import persistence_utils as pu
LOG = logging.getLogger(__name__)
class WorkerTaskExecutor(executor.TaskExecutorBase):
"""Executes tasks on remote workers."""
def __init__(self, uuid, exchange, workers_info, **kwargs):
self._uuid = uuid
self._proxy = proxy.Proxy(uuid, exchange, self._on_message,
self._on_wait, **kwargs)
self._proxy_thread = None
self._remote_tasks = {}
# TODO(skudriashev): This data should be collected from workers
# using broadcast messages directly.
self._workers_info = {}
for topic, tasks in workers_info.items():
for task in tasks:
self._workers_info[task] = topic
def _get_proxy_thread(self):
proxy_thread = threading.Thread(target=self._proxy.start)
# NOTE(skudriashev): When the main thread is terminated unexpectedly
# and proxy thread is still alive - it will prevent main thread from
# exiting unless the daemon property is set to True.
proxy_thread.daemon = True
return proxy_thread
def _on_message(self, response, message):
"""This method is called on incoming response."""
LOG.debug("Got response: %s" % response)
try:
# acknowledge message
message.ack()
except kombu_exc.MessageStateError as e:
LOG.warning("Failed to acknowledge AMQP message: %s" % e)
else:
LOG.debug("AMQP message acknowledged.")
# get task uuid from message correlation id parameter
try:
task_uuid = message.properties['correlation_id']
except KeyError:
LOG.warning("Got message with no 'correlation_id' property.")
else:
LOG.debug("Task uuid: '%s'" % task_uuid)
self._process_response(task_uuid, response)
def _process_response(self, task_uuid, response):
"""Process response from remote side."""
try:
task = self._remote_tasks[task_uuid]
except KeyError:
LOG.debug("Task with id='%s' not found." % task_uuid)
else:
state = response.pop('state')
if state == pr.RUNNING:
task.set_running()
elif state == pr.PROGRESS:
task.on_progress(**response)
elif state == pr.FAILURE:
response['result'] = pu.failure_from_dict(
response['result'])
task.set_result(**response)
self._remove_remote_task(task)
elif state == pr.SUCCESS:
task.set_result(**response)
self._remove_remote_task(task)
else:
LOG.warning("Unexpected response status: '%s'" % state)
def _on_wait(self):
"""This function is called cyclically between draining events
iterations to clean-up expired task requests.
"""
expired_tasks = [task for task in six.itervalues(self._remote_tasks)
if task.expired]
for task in expired_tasks:
LOG.debug("Task request '%s' is expired." % task)
task.set_result(misc.Failure.from_exception(
exc.Timeout("Task request '%s' is expired" % task)))
del self._remote_tasks[task.uuid]
def _store_remote_task(self, task):
"""Store task in the remote tasks map."""
self._remote_tasks[task.uuid] = task
return task
def _remove_remote_task(self, task):
"""Remove remote task from the tasks map."""
if task.uuid in self._remote_tasks:
del self._remote_tasks[task.uuid]
def _submit_task(self, task, task_uuid, action, arguments,
progress_callback, timeout=pr.REQUEST_TIMEOUT, **kwargs):
"""Submit task request to workers."""
remote_task = self._store_remote_task(
rt.RemoteTask(task, task_uuid, action, arguments,
progress_callback, timeout, **kwargs)
)
try:
# get task's workers topic to send request to
try:
topic = self._workers_info[remote_task.name]
except KeyError:
raise exc.NotFound("Workers topic not found for the '%s'"
"task." % remote_task.name)
else:
# publish request
request = remote_task.request
LOG.debug("Sending request: %s" % request)
self._proxy.publish(request, remote_task.uuid,
routing_key=topic, reply_to=self._uuid)
except Exception as e:
LOG.error("Failed to submit the '%s' task: %s" % (remote_task, e))
self._remove_remote_task(remote_task)
remote_task.set_result(misc.Failure())
return remote_task.result
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 start(self):
"""Start proxy thread."""
if self._proxy_thread is None:
self._proxy_thread = self._get_proxy_thread()
self._proxy_thread.start()
self._proxy.wait()
def stop(self):
"""Stop proxy, so its thread would be gracefully terminated."""
if self._proxy_thread is not None:
if self._proxy_thread.is_alive():
self._proxy.stop()
self._proxy_thread.join()
self._proxy_thread = None