Files
deb-python-taskflow/taskflow/utils.py
Joshua Harlow e8e60e884f Integrate better locking and a runner helper class.
Ensure that when a linear flow or derivatives is running
that it can not be modified by another thread at the same
time it is running by putting a lock around sensitive functions.

Also instead of using the raw task objects themselves
integrate a helper 'runner' class that provides useful
functionality that occurs before its tasks runs as well
as member variables that are associated with the contained
task.

This helper class currently provides the following:

- A uuid that can be returned to callers of the add
  method to identify there task (and later its results),
  allowing for multiple of the same tasks to be added.
- Automatic extraction of the needed required and optional
  inputs for the contained task.

Change-Id: Ib01939a4726155a629e4b4703656b9067868d8f3
2013-06-28 19:13:57 -07:00

287 lines
8.5 KiB
Python

# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
# Copyright (C) 2012 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 collections
import contextlib
import logging
import sys
import threading
import time
from taskflow.openstack.common import uuidutils
from taskflow import decorators
LOG = logging.getLogger(__name__)
def get_attr(task, field, default=None):
if decorators.is_decorated(task):
# If its a decorated functor then the attributes will be either
# in the underlying function of the instancemethod or the function
# itself.
task = decorators.extract(task)
return getattr(task, field, default)
def join(itr, with_what=","):
pieces = [str(i) for i in itr]
return with_what.join(pieces)
def get_many_attr(obj, *attrs):
many = []
for a in attrs:
many.append(get_attr(obj, a, None))
return many
def await(check_functor, timeout=None):
if timeout is not None:
end_time = time.time() + max(0, timeout)
else:
end_time = None
# Use the same/similar scheme that the python condition class uses.
delay = 0.0005
while not check_functor():
time.sleep(delay)
if end_time is not None:
remaining = end_time - time.time()
if remaining <= 0:
return False
delay = min(delay * 2, remaining, 0.05)
else:
delay = min(delay * 2, 0.05)
return True
class FlowFailure(object):
"""When a task failure occurs the following object will be given to revert
and can be used to interrogate what caused the failure."""
def __init__(self, task, flow, exception):
self.task = task
self.flow = flow
self.exc = exception
self.exc_info = sys.exc_info()
class RollbackTask(object):
"""A helper task that on being called will call the underlying callable
tasks revert method (if said method exists)"""
def __init__(self, context, task, result):
self.task = task
self.result = result
self.context = context
def __str__(self):
return str(self.task)
def __call__(self, cause):
if ((hasattr(self.task, "revert") and
isinstance(self.task.revert, collections.Callable))):
self.task.revert(self.context, self.result, cause)
class Runner(object):
"""A helper class that wraps a task and can find the needed inputs for
the task to run, as well as providing a uuid and other useful functionality
for users of the task.
TODO(harlowja): replace with the task details object or a subclass of
that???
"""
def __init__(self, task):
assert isinstance(task, collections.Callable)
self.task = task
self.providers = {}
self.uuid = uuidutils.generate_uuid()
self.runs_before = []
self.result = None
def reset(self):
self.result = None
def __str__(self):
return "%s@%s" % (self.task, self.uuid)
def __call__(self, *args, **kwargs):
# Find all of our inputs first.
kwargs = dict(kwargs)
for (k, who_made) in self.providers.iteritems():
if who_made.result and k in who_made.result:
kwargs[k] = who_made.result[k]
else:
kwargs[k] = None
optional_keys = set(get_attr(self.task, 'optional', []))
optional_missing_keys = optional_keys - set(kwargs.keys())
if optional_missing_keys:
for k in optional_missing_keys:
for r in self.runs_before:
r_provides = set(get_attr(r.task, 'provides', []))
if k in r_provides and r.result and k in r.result:
kwargs[k] = r.result[k]
break
# And now finally run.
self.result = self.task(*args, **kwargs)
return self.result
class RollbackAccumulator(object):
"""A utility class that can help in organizing 'undo' like code
so that said code be rolled back on failure (automatically or manually)
by activating rollback callables that were inserted during said codes
progression."""
def __init__(self):
self._rollbacks = []
def add(self, *callables):
self._rollbacks.extend(callables)
def reset(self):
self._rollbacks = []
def __len__(self):
return len(self._rollbacks)
def __iter__(self):
# Rollbacks happen in the reverse order that they were added.
return reversed(self._rollbacks)
def __enter__(self):
return self
def rollback(self, cause):
LOG.warn("Activating %s rollbacks due to %s.", len(self), cause)
for (i, f) in enumerate(self):
LOG.debug("Calling rollback %s: %s", i + 1, f)
try:
f(cause)
except Exception:
LOG.exception(("Failed rolling back %s: %s due "
"to inner exception."), i + 1, f)
def __exit__(self, type, value, tb):
if any((value, type, tb)):
self.rollback(value)
class ReaderWriterLock(object):
"""A simple reader-writer lock.
Several readers can hold the lock simultaneously, and only one writer.
Write locks have priority over reads to prevent write starvation.
Public domain @ http://majid.info/blog/a-reader-writer-lock-for-python/
"""
def __init__(self):
self.rwlock = 0
self.writers_waiting = 0
self.monitor = threading.Lock()
self.readers_ok = threading.Condition(self.monitor)
self.writers_ok = threading.Condition(self.monitor)
@contextlib.contextmanager
def acquire(self, read=True):
"""Acquire a read or write lock in a context manager."""
try:
if read:
self.acquire_read()
else:
self.acquire_write()
yield self
finally:
self.release()
def acquire_read(self):
"""Acquire a read lock.
Several threads can hold this typeof lock.
It is exclusive with write locks."""
self.monitor.acquire()
while self.rwlock < 0 or self.writers_waiting:
self.readers_ok.wait()
self.rwlock += 1
self.monitor.release()
def acquire_write(self):
"""Acquire a write lock.
Only one thread can hold this lock, and only when no read locks
are also held."""
self.monitor.acquire()
while self.rwlock != 0:
self.writers_waiting += 1
self.writers_ok.wait()
self.writers_waiting -= 1
self.rwlock = -1
self.monitor.release()
def release(self):
"""Release a lock, whether read or write."""
self.monitor.acquire()
if self.rwlock < 0:
self.rwlock = 0
else:
self.rwlock -= 1
wake_writers = self.writers_waiting and self.rwlock == 0
wake_readers = self.writers_waiting == 0
self.monitor.release()
if wake_writers:
self.writers_ok.acquire()
self.writers_ok.notify()
self.writers_ok.release()
elif wake_readers:
self.readers_ok.acquire()
self.readers_ok.notifyAll()
self.readers_ok.release()
class LazyPluggable(object):
"""A pluggable backend loaded lazily based on some value."""
def __init__(self, pivot, **backends):
self.__backends = backends
self.__pivot = pivot
self.__backend = None
def __get_backend(self):
if not self.__backend:
backend_name = 'sqlalchemy'
backend = self.__backends[backend_name]
if isinstance(backend, tuple):
name = backend[0]
fromlist = backend[1]
else:
name = backend
fromlist = backend
self.__backend = __import__(name, None, None, fromlist)
return self.__backend
def __getattr__(self, key):
backend = self.__get_backend()
return getattr(backend, key)