# Copyright 2010 United States Government as represented by the # Administrator of the National Aeronautics and Space Administration. # Copyright 2011 Justin Santa Barbara # 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. """Utilities and helper functions.""" import calendar import datetime import decimal from ceilometer.openstack.common import timeutils def recursive_keypairs(d, separator=':'): """Generator that produces sequence of keypairs for nested dictionaries. """ for name, value in sorted(d.iteritems()): if isinstance(value, dict): for subname, subvalue in recursive_keypairs(value): yield ('%s%s%s' % (name, separator, subname), subvalue) elif isinstance(value, (tuple, list)): # When doing a pair of JSON encode/decode operations to the tuple, # the tuple would become list. So we have to generate the value as # list here. yield name, list(map(lambda x: unicode(x).encode('utf-8'), value)) else: yield name, value def dt_to_decimal(utc): """Datetime to Decimal. Some databases don't store microseconds in datetime so we always store as Decimal unixtime. """ decimal.getcontext().prec = 30 return decimal.Decimal(str(calendar.timegm(utc.utctimetuple()))) + \ (decimal.Decimal(str(utc.microsecond)) / decimal.Decimal("1000000.0")) def decimal_to_dt(dec): """Return a datetime from Decimal unixtime format. """ if dec is None: return None integer = int(dec) micro = (dec - decimal.Decimal(integer)) * decimal.Decimal(1000000) daittyme = datetime.datetime.utcfromtimestamp(integer) return daittyme.replace(microsecond=int(round(micro))) def sanitize_timestamp(timestamp): """Return a naive utc datetime object.""" if not timestamp: return timestamp if not isinstance(timestamp, datetime.datetime): timestamp = timeutils.parse_isotime(timestamp) return timeutils.normalize_time(timestamp) def stringify_timestamps(data): """Stringify any datetimes in given dict.""" isa_timestamp = lambda v: isinstance(v, datetime.datetime) return dict((k, v.isoformat() if isa_timestamp(v) else v) for (k, v) in data.iteritems()) def dict_to_keyval(value, key_base=None): """Expand a given dict to its corresponding key-value pairs. Generated keys are fully qualified, delimited using dot notation. ie. key = 'key.child_key.grandchild_key[0]' """ val_iter, key_func = None, None if isinstance(value, dict): val_iter = value.iteritems() key_func = lambda k: key_base + '.' + k if key_base else k elif isinstance(value, (tuple, list)): val_iter = enumerate(value) key_func = lambda k: key_base + '[%d]' % k if val_iter: for k, v in val_iter: key_gen = key_func(k) if isinstance(v, dict) or isinstance(v, (tuple, list)): for key_gen, v in dict_to_keyval(v, key_gen): yield key_gen, v else: yield key_gen, v