Files
deb-python-taskflow/taskflow/utils/misc.py
skudriashev aea1f401eb Doc strings and comments clean-up
* Added missing period for doc strings
* Correct syntax errors
* Remove H402 from flake8 ignore list

Change-Id: Ia8592bf99378e3658d6cca2ceb148bf9eb0b5de8
2014-01-26 23:08:39 +02:00

600 lines
19 KiB
Python

# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
# Copyright (C) 2012 Yahoo! Inc. All Rights Reserved.
# Copyright (C) 2013 Rackspace Hosting 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 copy
import errno
import functools
import keyword
import logging
import os
import string
import sys
import time
import traceback
import six
from taskflow import exceptions
from taskflow.openstack.common import jsonutils
from taskflow.utils import reflection
LOG = logging.getLogger(__name__)
NUMERIC_TYPES = six.integer_types + (float,)
def binary_encode(text, encoding='utf-8'):
"""Converts a string of into a binary type using given encoding.
Does nothing if text not unicode string.
"""
if isinstance(text, six.binary_type):
return text
elif isinstance(text, six.text_type):
return text.encode(encoding)
else:
raise TypeError("Expected binary or string type")
def binary_decode(data, encoding='utf-8'):
"""Converts a binary type into a text type using given encoding.
Does nothing if data is already unicode string.
"""
if isinstance(data, six.binary_type):
return data.decode(encoding)
elif isinstance(data, six.text_type):
return data
else:
raise TypeError("Expected binary or string type")
def decode_json(raw_data, root_types=(dict,)):
"""Parse raw data to get JSON object.
Decodes a JSON from a given raw data binary and checks that the root
type of that decoded object is in the allowed set of types (by
default a JSON object/dict should be the root type).
"""
try:
data = jsonutils.loads(binary_decode(raw_data))
except UnicodeDecodeError as e:
raise ValueError("Expected UTF-8 decodable data: %s" % e)
except ValueError as e:
raise ValueError("Expected JSON decodable data: %s" % e)
if root_types and not isinstance(data, tuple(root_types)):
ok_types = ", ".join(str(t) for t in root_types)
raise ValueError("Expected (%s) root types not: %s"
% (ok_types, type(data)))
return data
def wallclock():
# NOTE(harlowja): made into a function so that this can be easily mocked
# out if we want to alter time related functionality (for testing
# purposes).
return time.time()
def wraps(fn):
"""This will not be needed in python 3.2 or greater which already has this
built-in to its functools.wraps method.
"""
def wrapper(f):
f = functools.wraps(fn)(f)
f.__wrapped__ = getattr(fn, '__wrapped__', fn)
return f
return wrapper
def get_version_string(obj):
"""Gets a object's version as a string.
Returns string representation of object's version taken from
its 'version' attribute, or None if object does not have such
attribute or its version is None.
"""
obj_version = getattr(obj, 'version', None)
if isinstance(obj_version, (list, tuple)):
obj_version = '.'.join(str(item) for item in obj_version)
if obj_version is not None and not isinstance(obj_version,
six.string_types):
obj_version = str(obj_version)
return obj_version
def item_from(container, index, name=None):
"""Attempts to fetch a index/key from a given container."""
if index is None:
return container
try:
return container[index]
except (IndexError, KeyError, ValueError, TypeError):
# NOTE(harlowja): Perhaps the container is a dictionary-like object
# and that key does not exist (key error), or the container is a
# tuple/list and a non-numeric key is being requested (index error),
# or there was no container and an attempt to index into none/other
# unsubscriptable type is being requested (type error).
if name is None:
name = index
raise exceptions.NotFound("Unable to find %r in container %s"
% (name, container))
def get_duplicate_keys(iterable, key=None):
if key is not None:
iterable = six.moves.map(key, iterable)
keys = set()
duplicates = set()
for item in iterable:
if item in keys:
duplicates.add(item)
keys.add(item)
return duplicates
# NOTE(imelnikov): we should not use str.isalpha or str.isdigit
# as they are locale-dependant
_ASCII_WORD_SYMBOLS = frozenset(string.ascii_letters + string.digits + '_')
def is_valid_attribute_name(name, allow_self=False, allow_hidden=False):
"""Validates that a string name is a valid/invalid python attribute
name.
"""
return all((
isinstance(name, six.string_types),
len(name) > 0,
(allow_self or not name.lower().startswith('self')),
(allow_hidden or not name.lower().startswith('_')),
# NOTE(imelnikov): keywords should be forbidden.
not keyword.iskeyword(name),
# See: http://docs.python.org/release/2.5.2/ref/grammar.txt
not (name[0] in string.digits),
all(symbol in _ASCII_WORD_SYMBOLS for symbol in name)
))
class AttrDict(dict):
"""Helper utility dict sub-class to create a class that can be accessed by
attribute name from a dictionary that contains a set of keys and values.
"""
NO_ATTRS = tuple(reflection.get_member_names(dict))
@classmethod
def _is_valid_attribute_name(cls, name):
if not is_valid_attribute_name(name):
return False
# Make the name just be a simple string in latin-1 encoding in python3.
if name in cls.NO_ATTRS:
return False
return True
def __init__(self, **kwargs):
for (k, v) in kwargs.items():
if not self._is_valid_attribute_name(k):
raise AttributeError("Invalid attribute name: '%s'" % (k))
self[k] = v
def __getattr__(self, name):
if not self._is_valid_attribute_name(name):
raise AttributeError("Invalid attribute name: '%s'" % (name))
try:
return self[name]
except KeyError:
raise AttributeError("No attributed named: '%s'" % (name))
def __setattr__(self, name, value):
if not self._is_valid_attribute_name(name):
raise AttributeError("Invalid attribute name: '%s'" % (name))
self[name] = value
class ExponentialBackoff(object):
"""An iterable object that will yield back an exponential delay sequence
provided an exponent and a number of items to yield. This object may be
iterated over multiple times (yielding the same sequence each time).
"""
def __init__(self, count, exponent=2, max_backoff=3600):
self.count = max(0, int(count))
self.exponent = exponent
self.max_backoff = max(0, int(max_backoff))
def __iter__(self):
if self.count <= 0:
raise StopIteration()
for i in six.moves.range(0, self.count):
yield min(self.exponent ** i, self.max_backoff)
def __str__(self):
return "ExponentialBackoff: %s" % ([str(v) for v in self])
def as_bool(val):
"""Converts an arbitary value into a boolean."""
if isinstance(val, bool):
return val
if isinstance(val, six.string_types):
if val.lower() in ('f', 'false', '0', 'n', 'no'):
return False
if val.lower() in ('t', 'true', '1', 'y', 'yes'):
return True
return bool(val)
def as_int(obj, quiet=False):
"""Converts an arbitrary value into a integer."""
# Try "2" -> 2
try:
return int(obj)
except (ValueError, TypeError):
pass
# Try "2.5" -> 2
try:
return int(float(obj))
except (ValueError, TypeError):
pass
# Eck, not sure what this is then.
if not quiet:
raise TypeError("Can not translate %s to an integer." % (obj))
return obj
# Taken from oslo-incubator file-utils but since that module pulls in a large
# amount of other files it does not seem so useful to include that full
# module just for this function.
def ensure_tree(path):
"""Create a directory (and any ancestor directories required).
:param path: Directory to create
"""
try:
os.makedirs(path)
except OSError as exc:
if exc.errno == errno.EEXIST:
if not os.path.isdir(path):
raise
else:
raise
class StopWatch(object):
"""A simple timer/stopwatch helper class.
Inspired by: apache-commons-lang java stopwatch.
Not thread-safe.
"""
_STARTED = 'STARTED'
_STOPPED = 'STOPPED'
def __init__(self, duration=None):
self._duration = duration
self._started_at = None
self._stopped_at = None
self._state = None
def start(self):
if self._state == self._STARTED:
return self
self._started_at = wallclock()
self._stopped_at = None
self._state = self._STARTED
return self
def elapsed(self):
if self._state == self._STOPPED:
return float(self._stopped_at - self._started_at)
elif self._state == self._STARTED:
return float(wallclock() - self._started_at)
else:
raise RuntimeError("Can not get the elapsed time of an invalid"
" stopwatch")
def __enter__(self):
self.start()
return self
def __exit__(self, type, value, traceback):
try:
self.stop()
except RuntimeError:
pass
# NOTE(harlowja): don't silence the exception.
return False
def expired(self):
if self._duration is None:
return False
if self.elapsed() > self._duration:
return True
return False
def resume(self):
if self._state == self._STOPPED:
self._state = self._STARTED
return self
else:
raise RuntimeError("Can not resume a stopwatch that has not been"
" stopped")
def stop(self):
if self._state == self._STOPPED:
return self
if self._state != self._STARTED:
raise RuntimeError("Can not stop a stopwatch that has not been"
" started")
self._stopped_at = wallclock()
self._state = self._STOPPED
return self
class TransitionNotifier(object):
"""A utility helper class that can be used to subscribe to
notifications of events occurring as well as allow a entity to post said
notifications to subscribers.
"""
RESERVED_KEYS = ('details',)
ANY = '*'
def __init__(self):
self._listeners = collections.defaultdict(list)
def __len__(self):
"""Returns how many callbacks are registered."""
count = 0
for (_s, callbacks) in six.iteritems(self._listeners):
count += len(callbacks)
return count
def is_registered(self, state, callback):
listeners = list(self._listeners.get(state, []))
for (cb, _args, _kwargs) in listeners:
if reflection.is_same_callback(cb, callback):
return True
return False
def reset(self):
self._listeners.clear()
def notify(self, state, details):
listeners = list(self._listeners.get(self.ANY, []))
for i in self._listeners[state]:
if i not in listeners:
listeners.append(i)
if not listeners:
return
for (callback, args, kwargs) in listeners:
if args is None:
args = []
if kwargs is None:
kwargs = {}
kwargs['details'] = details
try:
callback(state, *args, **kwargs)
except Exception:
LOG.exception(("Failure calling callback %s to notify about"
" state transition %s"), callback, state)
def register(self, state, callback, args=None, kwargs=None):
assert six.callable(callback), "Callback must be callable"
if self.is_registered(state, callback):
raise ValueError("Callback %s already registered" % (callback))
if kwargs:
for k in self.RESERVED_KEYS:
if k in kwargs:
raise KeyError(("Reserved key '%s' not allowed in "
"kwargs") % k)
kwargs = copy.copy(kwargs)
if args:
args = copy.copy(args)
self._listeners[state].append((callback, args, kwargs))
def deregister(self, state, callback):
if state not in self._listeners:
return
for i, (cb, args, kwargs) in enumerate(self._listeners[state]):
if reflection.is_same_callback(cb, callback):
self._listeners[state].pop(i)
break
def copy_exc_info(exc_info):
"""Make copy of exception info tuple, as deep as possible."""
if exc_info is None:
return None
exc_type, exc_value, tb = exc_info
# NOTE(imelnikov): there is no need to copy type, and
# we can't copy traceback.
return (exc_type, copy.deepcopy(exc_value), tb)
def are_equal_exc_info_tuples(ei1, ei2):
if ei1 == ei2:
return True
if ei1 is None or ei2 is None:
return False # if both are None, we returned True above
# NOTE(imelnikov): we can't compare exceptions with '=='
# because we want exc_info be equal to it's copy made with
# copy_exc_info above.
if ei1[0] is not ei2[0]:
return False
if not all((type(ei1[1]) == type(ei2[1]),
str(ei1[1]) == str(ei2[1]),
repr(ei1[1]) == repr(ei2[1]))):
return False
if ei1[2] == ei2[2]:
return True
tb1 = traceback.format_tb(ei1[2])
tb2 = traceback.format_tb(ei2[2])
return tb1 == tb2
class Failure(object):
"""Object that represents failure.
Failure objects encapsulate exception information so that
it can be re-used later to re-raise or inspect.
"""
def __init__(self, exc_info=None, **kwargs):
if not kwargs:
if exc_info is None:
exc_info = sys.exc_info()
self._exc_info = exc_info
self._exc_type_names = list(
reflection.get_all_class_names(exc_info[0], up_to=Exception))
if not self._exc_type_names:
raise TypeError('Invalid exception type: %r' % exc_info[0])
self._exception_str = str(self._exc_info[1])
self._traceback_str = ''.join(
traceback.format_tb(self._exc_info[2]))
else:
self._exc_info = exc_info # may be None
self._exception_str = kwargs.pop('exception_str')
self._exc_type_names = kwargs.pop('exc_type_names', [])
self._traceback_str = kwargs.pop('traceback_str', None)
if kwargs:
raise TypeError(
'Failure.__init__ got unexpected keyword argument(s): %s'
% ', '.join(six.iterkeys(kwargs)))
@classmethod
def from_exception(cls, exception):
return cls((type(exception), exception, None))
def _matches(self, other):
if self is other:
return True
return (self._exc_type_names == other._exc_type_names
and self.exception_str == other.exception_str
and self.traceback_str == other.traceback_str)
def matches(self, other):
if not isinstance(other, Failure):
return False
if self.exc_info is None or other.exc_info is None:
return self._matches(other)
else:
return self == other
def __eq__(self, other):
if not isinstance(other, Failure):
return NotImplemented
return (self._matches(other) and
are_equal_exc_info_tuples(self.exc_info, other.exc_info))
def __ne__(self, other):
return not (self == other)
# NOTE(imelnikov): obj.__hash__() should return same values for equal
# objects, so we should redefine __hash__. Failure equality semantics
# is a bit complicated, so for now we just mark Failure objects as
# unhashable. See python docs on object.__hash__ for more info:
# http://docs.python.org/2/reference/datamodel.html#object.__hash__
__hash__ = None
@property
def exception(self):
"""Exception value, or None if exception value is not present.
Exception value may be lost during serialization.
"""
if self._exc_info:
return self._exc_info[1]
else:
return None
@property
def exception_str(self):
"""String representation of exception."""
return self._exception_str
@property
def exc_info(self):
"""Exception info tuple or None."""
return self._exc_info
@property
def traceback_str(self):
"""Exception traceback as string."""
return self._traceback_str
@staticmethod
def reraise_if_any(failures):
"""Re-raise exceptions if argument is not empty.
If argument is empty list, this method returns None. If
argument is list with single Failure object in it,
this failure is reraised. Else, WrappedFailure exception
is raised with failures list as causes.
"""
failures = list(failures)
if len(failures) == 1:
failures[0].reraise()
elif len(failures) > 1:
raise exceptions.WrappedFailure(failures)
def reraise(self):
"""Re-raise captured exception."""
if self._exc_info:
six.reraise(*self._exc_info)
else:
raise exceptions.WrappedFailure([self])
def check(self, *exc_classes):
"""Check if any of exc_classes caused the failure.
Arguments of this method can be exception types or type
names (stings). If captured exception is instance of
exception of given type, the corresponding argument is
returned. Else, None is returned.
"""
for cls in exc_classes:
if isinstance(cls, type):
err = reflection.get_class_name(cls)
else:
err = cls
if err in self._exc_type_names:
return cls
return None
def __str__(self):
return 'Failure: %s: %s' % (self._exc_type_names[0],
self._exception_str)
def __iter__(self):
"""Iterate over exception type names."""
for et in self._exc_type_names:
yield et
def copy(self):
return Failure(exc_info=copy_exc_info(self.exc_info),
exception_str=self.exception_str,
traceback_str=self.traceback_str,
exc_type_names=self._exc_type_names[:])