aodh/ceilometer/tests/storage/test_storage_scenarios.py
Igor Degtiarov a440759d40 Fix F402 violations and re-enable gating
F402 got stricter in hacking 0.9, so fix new violations and
re-enable gating.

Change-Id: I81a1b14311ea6dc7f01353aa27d1f18f1aec8e81
2014-06-25 17:55:59 +03:00

2947 lines
129 KiB
Python

#
# Copyright 2013 Intel Corp.
#
# Author: Lianhao Lu <lianhao.lu@intel.com>
# Shane Wang <shane.wang@intel.com>
# Julien Danjou <julien@danjou.info>
#
# 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.
""" Base classes for DB backend implementation test
"""
import datetime
import mock
from ceilometer.alarm.storage import models as alarm_models
from ceilometer.openstack.common import timeutils
from ceilometer.publisher import utils
from ceilometer import sample
from ceilometer import storage
from ceilometer.storage import base
from ceilometer.storage import impl_mongodb as mongodb
from ceilometer.storage import models
from ceilometer.tests import db as tests_db
class DBTestBase(tests_db.TestBase):
def create_and_store_sample(self, timestamp=datetime.datetime.utcnow(),
metadata={
'display_name': 'test-server',
'tag': 'self.counter'},
name='instance',
sample_type=sample.TYPE_CUMULATIVE, unit='',
volume=1, user_id='user-id',
project_id='project-id',
resource_id='resource-id', source=None):
s = sample.Sample(
name, sample_type, unit=unit, volume=volume, user_id=user_id,
project_id=project_id, resource_id=resource_id,
timestamp=timestamp,
resource_metadata=metadata, source=source
)
msg = utils.meter_message_from_counter(
s, self.CONF.publisher.metering_secret
)
self.conn.record_metering_data(msg)
return msg
def setUp(self):
super(DBTestBase, self).setUp()
patcher = mock.patch.object(timeutils, 'utcnow')
self.addCleanup(patcher.stop)
self.mock_utcnow = patcher.start()
self.mock_utcnow.return_value = datetime.datetime(2015, 7, 2, 10, 39)
self.prepare_data()
def prepare_data(self):
original_timestamps = [(2012, 7, 2, 10, 40), (2012, 7, 2, 10, 41),
(2012, 7, 2, 10, 41), (2012, 7, 2, 10, 42),
(2012, 7, 2, 10, 43)]
timestamps_for_test_samples_default_order = [(2012, 7, 2, 10, 44),
(2011, 5, 30, 18, 3),
(2012, 12, 1, 1, 25),
(2012, 2, 29, 6, 59),
(2013, 5, 31, 23, 7)]
timestamp_list = (original_timestamps +
timestamps_for_test_samples_default_order)
self.msgs = []
self.msgs.append(self.create_and_store_sample(
timestamp=datetime.datetime(2012, 7, 2, 10, 39),
source='test-1')
)
self.msgs.append(self.create_and_store_sample(
timestamp=datetime.datetime(*timestamp_list[0]),
source='test-1')
)
self.msgs.append(self.create_and_store_sample(
timestamp=datetime.datetime(*timestamp_list[1]),
resource_id='resource-id-alternate',
metadata={'display_name': 'test-server', 'tag': 'self.counter2'},
source='test-2')
)
self.msgs.append(self.create_and_store_sample(
timestamp=datetime.datetime(*timestamp_list[2]),
resource_id='resource-id-alternate',
user_id='user-id-alternate',
metadata={'display_name': 'test-server', 'tag': 'self.counter3'},
source='test-3')
)
start_idx = 3
end_idx = len(timestamp_list)
for i, ts in zip(range(start_idx - 1, end_idx - 1),
timestamp_list[start_idx:end_idx]):
self.msgs.append(
self.create_and_store_sample(
timestamp=datetime.datetime(*ts),
user_id='user-id-%s' % i,
project_id='project-id-%s' % i,
resource_id='resource-id-%s' % i,
metadata={
'display_name': 'test-server',
'tag': 'counter-%s' % i
},
source='test')
)
class ResourceTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_get_resources(self):
expected_first_sample_timestamp = datetime.datetime(2012, 7, 2, 10, 39)
expected_last_sample_timestamp = datetime.datetime(2012, 7, 2, 10, 40)
msgs_sources = [msg['source'] for msg in self.msgs]
resources = list(self.conn.get_resources())
self.assertEqual(len(resources), 9)
for resource in resources:
if resource.resource_id != 'resource-id':
continue
self.assertEqual(resource.first_sample_timestamp,
expected_first_sample_timestamp)
self.assertEqual(resource.last_sample_timestamp,
expected_last_sample_timestamp)
self.assertEqual(resource.resource_id, 'resource-id')
self.assertEqual(resource.project_id, 'project-id')
self.assertIn(resource.source, msgs_sources)
self.assertEqual(resource.user_id, 'user-id')
self.assertEqual(resource.metadata['display_name'], 'test-server')
break
else:
self.fail('Never found resource-id')
def test_get_resources_start_timestamp(self):
timestamp = datetime.datetime(2012, 7, 2, 10, 42)
expected = set(['resource-id-2', 'resource-id-3', 'resource-id-4',
'resource-id-6', 'resource-id-8'])
resources = list(self.conn.get_resources(start_timestamp=timestamp))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), expected)
resources = list(self.conn.get_resources(start_timestamp=timestamp,
start_timestamp_op='ge'))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), expected)
resources = list(self.conn.get_resources(start_timestamp=timestamp,
start_timestamp_op='gt'))
resource_ids = [r.resource_id for r in resources]
expected.remove('resource-id-2')
self.assertEqual(set(resource_ids), expected)
def test_get_resources_end_timestamp(self):
timestamp = datetime.datetime(2012, 7, 2, 10, 42)
expected = set(['resource-id', 'resource-id-alternate',
'resource-id-5', 'resource-id-7'])
resources = list(self.conn.get_resources(end_timestamp=timestamp))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), expected)
resources = list(self.conn.get_resources(end_timestamp=timestamp,
end_timestamp_op='lt'))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), expected)
resources = list(self.conn.get_resources(end_timestamp=timestamp,
end_timestamp_op='le'))
resource_ids = [r.resource_id for r in resources]
expected.add('resource-id-2')
self.assertEqual(set(resource_ids), expected)
def test_get_resources_both_timestamps(self):
start_ts = datetime.datetime(2012, 7, 2, 10, 42)
end_ts = datetime.datetime(2012, 7, 2, 10, 43)
resources = list(self.conn.get_resources(start_timestamp=start_ts,
end_timestamp=end_ts))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), set(['resource-id-2']))
resources = list(self.conn.get_resources(start_timestamp=start_ts,
end_timestamp=end_ts,
start_timestamp_op='ge',
end_timestamp_op='lt'))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), set(['resource-id-2']))
resources = list(self.conn.get_resources(start_timestamp=start_ts,
end_timestamp=end_ts,
start_timestamp_op='gt',
end_timestamp_op='lt'))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(len(resource_ids), 0)
resources = list(self.conn.get_resources(start_timestamp=start_ts,
end_timestamp=end_ts,
start_timestamp_op='gt',
end_timestamp_op='le'))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids), set(['resource-id-3']))
resources = list(self.conn.get_resources(start_timestamp=start_ts,
end_timestamp=end_ts,
start_timestamp_op='ge',
end_timestamp_op='le'))
resource_ids = [r.resource_id for r in resources]
self.assertEqual(set(resource_ids),
set(['resource-id-2', 'resource-id-3']))
def test_get_resources_by_source(self):
resources = list(self.conn.get_resources(source='test-1'))
self.assertEqual(len(resources), 1)
ids = set(r.resource_id for r in resources)
self.assertEqual(ids, set(['resource-id']))
def test_get_resources_by_user(self):
resources = list(self.conn.get_resources(user='user-id'))
self.assertTrue(len(resources) == 2 or len(resources) == 1)
ids = set(r.resource_id for r in resources)
# tolerate storage driver only reporting latest owner of resource
resources_ever_owned_by = set(['resource-id',
'resource-id-alternate'])
resources_now_owned_by = set(['resource-id'])
self.assertTrue(ids == resources_ever_owned_by or
ids == resources_now_owned_by,
'unexpected resources: %s' % ids)
def test_get_resources_by_alternate_user(self):
resources = list(self.conn.get_resources(user='user-id-alternate'))
self.assertEqual(1, len(resources))
# only a single resource owned by this user ever
self.assertEqual('resource-id-alternate', resources[0].resource_id)
def test_get_resources_by_project(self):
resources = list(self.conn.get_resources(project='project-id'))
self.assertEqual(len(resources), 2)
ids = set(r.resource_id for r in resources)
self.assertEqual(ids, set(['resource-id', 'resource-id-alternate']))
def test_get_resources_by_metaquery(self):
q = {'metadata.display_name': 'test-server'}
resources = list(self.conn.get_resources(metaquery=q))
self.assertEqual(len(resources), 9)
def test_get_resources_by_empty_metaquery(self):
resources = list(self.conn.get_resources(metaquery={}))
self.assertEqual(len(resources), 9)
def test_get_resources_most_recent_metadata_all(self):
resources = self.conn.get_resources()
expected_tags = ['self.counter', 'self.counter3', 'counter-2',
'counter-3', 'counter-4', 'counter-5', 'counter-6',
'counter-7', 'counter-8']
for resource in resources:
self.assertIn(resource.metadata['tag'], expected_tags)
def test_get_resources_most_recent_metadata_single(self):
resource = list(
self.conn.get_resources(resource='resource-id-alternate')
)[0]
expected_tag = 'self.counter3'
self.assertEqual(resource.metadata['tag'], expected_tag)
class ResourceTestPagination(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_get_resource_all_limit(self):
pagination = base.Pagination(limit=8)
results = list(self.conn.get_resources(pagination=pagination))
self.assertEqual(len(results), 8)
pagination = base.Pagination(limit=5)
results = list(self.conn.get_resources(pagination=pagination))
self.assertEqual(len(results), 5)
def test_get_resources_all_marker(self):
pagination = base.Pagination(primary_sort_dir='asc',
sort_keys=['user_id'],
sort_dirs=['asc'],
marker_value='resource-id-4')
results = list(self.conn.get_resources(pagination=pagination))
self.assertEqual(len(results), 5)
def test_get_resources_paginate(self):
pagination = base.Pagination(limit=3, primary_sort_dir='asc',
sort_keys=['user_id'], sort_dirs=['asc'],
marker_value='resource-id-4')
results = self.conn.get_resources(pagination=pagination)
self.assertEqual(['user-id-5', 'user-id-6', 'user-id-7'],
[i.user_id for i in results])
pagination = base.Pagination(limit=2, primary_sort_dir='desc',
sort_keys=['user_id'], sort_dirs=['asc'],
marker_value='resource-id-4')
results = list(self.conn.get_resources(pagination=pagination))
self.assertEqual(['user-id-3', 'user-id-2'],
[i.user_id for i in results])
pagination = base.Pagination(limit=3, primary_sort_dir='asc',
sort_keys=['user_id'], sort_dirs=['asc'],
marker_value='resource-id-5')
results = list(self.conn.get_resources(pagination=pagination))
self.assertEqual(['resource-id-6', 'resource-id-7', 'resource-id-8'],
[i.resource_id for i in results])
class ResourceTestOrdering(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def prepare_data(self):
sample_timings = [('resource-id-1', [(2013, 8, 10, 10, 43),
(2013, 8, 10, 10, 44),
(2013, 8, 10, 10, 42),
(2013, 8, 10, 10, 49),
(2013, 8, 10, 10, 47)]),
('resource-id-2', [(2013, 8, 10, 10, 43),
(2013, 8, 10, 10, 48),
(2013, 8, 10, 10, 42),
(2013, 8, 10, 10, 48),
(2013, 8, 10, 10, 47)]),
('resource-id-3', [(2013, 8, 10, 10, 43),
(2013, 8, 10, 10, 44),
(2013, 8, 10, 10, 50),
(2013, 8, 10, 10, 49),
(2013, 8, 10, 10, 47)])]
counter = 0
for resource, timestamps in sample_timings:
for timestamp in timestamps:
self.create_and_store_sample(
timestamp=datetime.datetime(*timestamp),
resource_id=resource,
user_id=str(counter % 2),
project_id=str(counter % 3),
metadata={
'display_name': 'test-server',
'tag': 'sample-%s' % counter
},
source='test'
)
counter += 1
def test_get_resources_ordering_all(self):
resources = list(self.conn.get_resources())
expected = set([
('resource-id-1', 'sample-3'),
('resource-id-2', 'sample-8'),
('resource-id-3', 'sample-12')
])
received = set([(r.resource_id, r.metadata['tag']) for r in resources])
self.assertEqual(received, expected)
def test_get_resources_ordering_single(self):
resource = list(self.conn.get_resources(resource='resource-id-2'))[0]
self.assertEqual(resource.resource_id, 'resource-id-2')
self.assertEqual(resource.metadata['tag'], 'sample-8')
class MeterTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_get_meters(self):
msgs_sources = [msg['source'] for msg in self.msgs]
results = list(self.conn.get_meters())
self.assertEqual(len(results), 9)
for meter in results:
self.assertIn(meter.source, msgs_sources)
def test_get_meters_by_user(self):
results = list(self.conn.get_meters(user='user-id'))
self.assertEqual(len(results), 1)
def test_get_meters_by_project(self):
results = list(self.conn.get_meters(project='project-id'))
self.assertEqual(len(results), 2)
def test_get_meters_by_metaquery(self):
q = {'metadata.display_name': 'test-server'}
results = list(self.conn.get_meters(metaquery=q))
self.assertIsNotEmpty(results)
self.assertEqual(len(results), 9)
def test_get_meters_by_empty_metaquery(self):
results = list(self.conn.get_meters(metaquery={}))
self.assertEqual(len(results), 9)
class MeterTestPagination(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def tet_get_meters_all_limit(self):
pagination = base.Pagination(limit=8)
results = list(self.conn.get_meters(pagination=pagination))
self.assertEqual(len(results), 8)
pagination = base.Pagination(limit=5)
results = list(self.conn.get_meters(pagination=pagination))
self.assertEqual(len(results), 5)
def test_get_meters_all_marker(self):
pagination = base.Pagination(limit=3, primary_sort_dir='desc',
sort_keys=['user_id'],
sort_dirs=['desc'],
marker_value='resource-id-5')
results = list(self.conn.get_meters(pagination=pagination))
self.assertEqual(len(results), 8)
def test_get_meters_paginate(self):
pagination = base.Pagination(limit=3, primary_sort_dir='desc',
sort_keys=['user_id'], sort_dirs=['desc'],
marker_value='resource-id-5')
results = self.conn.get_meters(pagination=pagination)
self.assertEqual(['user-id-8', 'user-id-7', 'user-id-6'],
[i.user_id for i in results])
pagination = base.Pagination(limit=3, primary_sort_dir='asc',
sort_keys=['user_id'], sort_dirs=['desc'],
marker_value='resource-id-5')
results = self.conn.get_meters(pagination=pagination)
self.assertEqual(['user-id-5', 'user-id-6', 'user-id-7'],
[i.user_id for i in results])
pagination = base.Pagination(limit=2, primary_sort_dir='desc',
sort_keys=['user_id'], sort_dirs=['desc'],
marker_value='resource-id-5')
results = list(self.conn.get_meters(pagination=pagination))
self.assertEqual(['user-id-3', 'user-id-2'],
[i.user_id for i in results])
pagination = base.Pagination(limit=3, primary_sort_dir='desc',
sort_keys=['user_id'], sort_dirs=['desc'],
marker_value='resource-id-5')
results = self.conn.get_meters(pagination=pagination)
self.assertEqual([], [i.user_id for i in results])
class RawSampleTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_get_samples_limit_zero(self):
f = storage.SampleFilter()
results = list(self.conn.get_samples(f, limit=0))
self.assertEqual(len(results), 0)
def test_get_samples_limit(self):
f = storage.SampleFilter()
results = list(self.conn.get_samples(f, limit=3))
self.assertEqual(len(results), 3)
for result in results:
self.assertTimestampEqual(result.recorded_at,
timeutils.utcnow())
def test_get_samples_in_default_order(self):
f = storage.SampleFilter()
prev_timestamp = None
for sample_item in self.conn.get_samples(f):
if prev_timestamp is not None:
self.assertTrue(prev_timestamp >= sample_item.timestamp)
prev_timestamp = sample_item.timestamp
def test_get_samples_by_user(self):
f = storage.SampleFilter(user='user-id')
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 3)
for meter in results:
d = meter.as_dict()
self.assertTimestampEqual(d['recorded_at'],
timeutils.utcnow())
del d['recorded_at']
self.assertIn(d, self.msgs[:3])
def test_get_samples_by_user_limit(self):
f = storage.SampleFilter(user='user-id')
results = list(self.conn.get_samples(f, limit=1))
self.assertEqual(len(results), 1)
def test_get_samples_by_user_limit_bigger(self):
f = storage.SampleFilter(user='user-id')
results = list(self.conn.get_samples(f, limit=42))
self.assertEqual(len(results), 3)
def test_get_samples_by_project(self):
f = storage.SampleFilter(project='project-id')
results = list(self.conn.get_samples(f))
self.assertIsNotNone(results)
for meter in results:
d = meter.as_dict()
self.assertTimestampEqual(d['recorded_at'],
timeutils.utcnow())
del d['recorded_at']
self.assertIn(d, self.msgs[:4])
def test_get_samples_by_resource(self):
f = storage.SampleFilter(user='user-id', resource='resource-id')
results = list(self.conn.get_samples(f))
self.assertIsNotEmpty(results)
meter = results[1]
d = meter.as_dict()
self.assertEqual(d['recorded_at'], timeutils.utcnow())
del d['recorded_at']
self.assertEqual(d, self.msgs[0])
def test_get_samples_by_metaquery(self):
q = {'metadata.display_name': 'test-server'}
f = storage.SampleFilter(metaquery=q)
results = list(self.conn.get_samples(f))
self.assertIsNotNone(results)
for meter in results:
d = meter.as_dict()
self.assertTimestampEqual(d['recorded_at'],
timeutils.utcnow())
del d['recorded_at']
self.assertIn(d, self.msgs)
def test_get_samples_by_start_time(self):
timestamp = datetime.datetime(2012, 7, 2, 10, 41)
f = storage.SampleFilter(
user='user-id',
start=timestamp,
)
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
self.assertEqual(results[0].timestamp, timestamp)
f.start_timestamp_op = 'ge'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
self.assertEqual(results[0].timestamp, timestamp)
f.start_timestamp_op = 'gt'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 0)
def test_get_samples_by_end_time(self):
timestamp = datetime.datetime(2012, 7, 2, 10, 40)
f = storage.SampleFilter(
user='user-id',
end=timestamp,
)
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
f.end_timestamp_op = 'lt'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
f.end_timestamp_op = 'le'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 2)
self.assertEqual(results[1].timestamp,
datetime.datetime(2012, 7, 2, 10, 39))
def test_get_samples_by_both_times(self):
start_ts = datetime.datetime(2012, 7, 2, 10, 42)
end_ts = datetime.datetime(2012, 7, 2, 10, 43)
f = storage.SampleFilter(
start=start_ts,
end=end_ts,
)
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
self.assertEqual(results[0].timestamp, start_ts)
f.start_timestamp_op = 'gt'
f.end_timestamp_op = 'lt'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 0)
f.start_timestamp_op = 'ge'
f.end_timestamp_op = 'lt'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
self.assertEqual(results[0].timestamp, start_ts)
f.start_timestamp_op = 'gt'
f.end_timestamp_op = 'le'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 1)
self.assertEqual(results[0].timestamp, end_ts)
f.start_timestamp_op = 'ge'
f.end_timestamp_op = 'le'
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 2)
self.assertEqual(results[0].timestamp, end_ts)
self.assertEqual(results[1].timestamp, start_ts)
def test_get_samples_by_name(self):
f = storage.SampleFilter(user='user-id', meter='no-such-meter')
results = list(self.conn.get_samples(f))
self.assertIsEmpty(results)
def test_get_samples_by_name2(self):
f = storage.SampleFilter(user='user-id', meter='instance')
results = list(self.conn.get_samples(f))
self.assertIsNotEmpty(results)
def test_get_samples_by_source(self):
f = storage.SampleFilter(source='test-1')
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 2)
def test_clear_metering_data(self):
# NOTE(jd) Override this test in MongoDB because our code doesn't clear
# the collections, this is handled by MongoDB TTL feature.
if isinstance(self.conn, mongodb.Connection):
return
self.mock_utcnow.return_value = datetime.datetime(2012, 7, 2, 10, 45)
self.conn.clear_expired_metering_data(3 * 60)
f = storage.SampleFilter(meter='instance')
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 5)
results = list(self.conn.get_resources())
self.assertEqual(len(results), 5)
def test_clear_metering_data_no_data_to_remove(self):
# NOTE(jd) Override this test in MongoDB because our code doesn't clear
# the collections, this is handled by MongoDB TTL feature.
if isinstance(self.conn, mongodb.Connection):
return
self.mock_utcnow.return_value = datetime.datetime(2010, 7, 2, 10, 45)
self.conn.clear_expired_metering_data(3 * 60)
f = storage.SampleFilter(meter='instance')
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 11)
results = list(self.conn.get_resources())
self.assertEqual(len(results), 9)
def test_clear_metering_data_with_alarms(self):
# NOTE(jd) Override this test in MongoDB because our code doesn't clear
# the collections, this is handled by MongoDB TTL feature.
if isinstance(self.conn, mongodb.Connection):
return
alarm = alarm_models.Alarm(alarm_id='r3d',
enabled=True,
type='threshold',
name='red-alert',
description='my red-alert',
timestamp=None,
user_id='user-id',
project_id='project-id',
state="insufficient data",
state_timestamp=None,
ok_actions=[],
alarm_actions=['http://nowhere/alarms'],
insufficient_data_actions=[],
repeat_actions=False,
time_constraints=[],
rule=dict(comparison_operator='eq',
threshold=36,
statistic='count',
evaluation_periods=1,
period=60,
meter_name='test.one',
query=[{'field': 'key',
'op': 'eq',
'value': 'value',
'type': 'string'}]),
)
self.conn.create_alarm(alarm)
self.mock_utcnow.return_value = datetime.datetime(2012, 7, 2, 10, 45)
self.conn.clear_expired_metering_data(5)
f = storage.SampleFilter(meter='instance')
results = list(self.conn.get_samples(f))
self.assertEqual(len(results), 2)
results = list(self.conn.get_resources())
self.assertEqual(len(results), 2)
class ComplexSampleQueryTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def setUp(self):
super(ComplexSampleQueryTest, self).setUp()
self.complex_filter = {
"and":
[{"or":
[{"=": {"resource_id": "resource-id-42"}},
{"=": {"resource_id": "resource-id-44"}}]},
{"and":
[{"=": {"counter_name": "cpu_util"}},
{"and":
[{">": {"counter_volume": 0.4}},
{"not": {">": {"counter_volume": 0.8}}}]}]}]}
or_expression = [{"=": {"resource_id": "resource-id-42"}},
{"=": {"resource_id": "resource-id-43"}},
{"=": {"resource_id": "resource-id-44"}}]
and_expression = [{">": {"counter_volume": 0.4}},
{"not": {">": {"counter_volume": 0.8}}}]
self.complex_filter_list = {"and":
[{"or": or_expression},
{"and":
[{"=": {"counter_name": "cpu_util"}},
{"and": and_expression}]}]}
in_expression = {"in": {"resource_id": ["resource-id-42",
"resource-id-43",
"resource-id-44"]}}
self.complex_filter_in = {"and":
[in_expression,
{"and":
[{"=": {"counter_name": "cpu_util"}},
{"and": and_expression}]}]}
def _create_samples(self):
for resource in range(42, 45):
for volume in [0.79, 0.41, 0.4, 0.8, 0.39, 0.81]:
metadata = {'a_string_key': "meta-value" + str(volume),
'a_float_key': volume,
'an_int_key': resource,
'a_bool_key': (resource == 43)}
self.create_and_store_sample(resource_id="resource-id-%s"
% resource,
metadata=metadata,
name="cpu_util",
volume=volume)
def test_no_filter(self):
results = list(self.conn.query_samples())
self.assertEqual(len(results), len(self.msgs))
for sample_item in results:
d = sample_item.as_dict()
del d['recorded_at']
self.assertIn(d, self.msgs)
def test_no_filter_with_zero_limit(self):
limit = 0
results = list(self.conn.query_samples(limit=limit))
self.assertEqual(len(results), limit)
def test_no_filter_with_limit(self):
limit = 3
results = list(self.conn.query_samples(limit=limit))
self.assertEqual(len(results), limit)
def test_query_simple_filter(self):
simple_filter = {"=": {"resource_id": "resource-id-8"}}
results = list(self.conn.query_samples(filter_expr=simple_filter))
self.assertEqual(len(results), 1)
for sample_item in results:
self.assertEqual(sample_item.resource_id, "resource-id-8")
def test_query_simple_filter_with_not_equal_relation(self):
simple_filter = {"!=": {"resource_id": "resource-id-8"}}
results = list(self.conn.query_samples(filter_expr=simple_filter))
self.assertEqual(len(results), len(self.msgs) - 1)
for sample_item in results:
self.assertNotEqual(sample_item.resource_id, "resource-id-8")
def test_query_complex_filter(self):
self._create_samples()
results = list(self.conn.query_samples(filter_expr=(
self.complex_filter)))
self.assertEqual(len(results), 6)
for sample_item in results:
self.assertIn(sample_item.resource_id,
set(["resource-id-42", "resource-id-44"]))
self.assertEqual(sample_item.counter_name,
"cpu_util")
self.assertTrue(sample_item.counter_volume > 0.4)
self.assertTrue(sample_item.counter_volume <= 0.8)
def test_query_complex_filter_with_limit(self):
self._create_samples()
limit = 3
results = list(self.conn.query_samples(filter_expr=self.complex_filter,
limit=limit))
self.assertEqual(len(results), limit)
def test_query_complex_filter_with_simple_orderby(self):
self._create_samples()
expected_volume_order = [0.41, 0.41, 0.79, 0.79, 0.8, 0.8]
orderby = [{"counter_volume": "asc"}]
results = list(self.conn.query_samples(filter_expr=self.complex_filter,
orderby=orderby))
self.assertEqual(expected_volume_order,
[s.counter_volume for s in results])
def test_query_complex_filter_with_complex_orderby(self):
self._create_samples()
expected_volume_order = [0.41, 0.41, 0.79, 0.79, 0.8, 0.8]
expected_resource_id_order = ["resource-id-44", "resource-id-42",
"resource-id-44", "resource-id-42",
"resource-id-44", "resource-id-42"]
orderby = [{"counter_volume": "asc"}, {"resource_id": "desc"}]
results = list(self.conn.query_samples(filter_expr=self.complex_filter,
orderby=orderby))
self.assertEqual(expected_volume_order,
[s.counter_volume for s in results])
self.assertEqual(expected_resource_id_order,
[s.resource_id for s in results])
def test_query_complex_filter_with_list(self):
self._create_samples()
results = list(
self.conn.query_samples(filter_expr=self.complex_filter_list))
self.assertEqual(len(results), 9)
for sample_item in results:
self.assertIn(sample_item.resource_id,
set(["resource-id-42",
"resource-id-43",
"resource-id-44"]))
self.assertEqual(sample_item.counter_name,
"cpu_util")
self.assertTrue(sample_item.counter_volume > 0.4)
self.assertTrue(sample_item.counter_volume <= 0.8)
def test_query_complex_filter_with_list_with_limit(self):
self._create_samples()
limit = 3
results = list(
self.conn.query_samples(filter_expr=self.complex_filter_list,
limit=limit))
self.assertEqual(len(results), limit)
def test_query_complex_filter_with_list_with_simple_orderby(self):
self._create_samples()
expected_volume_order = [0.41, 0.41, 0.41, 0.79, 0.79,
0.79, 0.8, 0.8, 0.8]
orderby = [{"counter_volume": "asc"}]
results = list(
self.conn.query_samples(filter_expr=self.complex_filter_list,
orderby=orderby))
self.assertEqual(expected_volume_order,
[s.counter_volume for s in results])
def test_query_complex_filterwith_list_with_complex_orderby(self):
self._create_samples()
expected_volume_order = [0.41, 0.41, 0.41, 0.79, 0.79,
0.79, 0.8, 0.8, 0.8]
expected_resource_id_order = ["resource-id-44", "resource-id-43",
"resource-id-42", "resource-id-44",
"resource-id-43", "resource-id-42",
"resource-id-44", "resource-id-43",
"resource-id-42"]
orderby = [{"counter_volume": "asc"}, {"resource_id": "desc"}]
results = list(
self.conn.query_samples(filter_expr=self.complex_filter_list,
orderby=orderby))
self.assertEqual(expected_volume_order,
[s.counter_volume for s in results])
self.assertEqual(expected_resource_id_order,
[s.resource_id for s in results])
def test_query_complex_filter_with_wrong_order_in_orderby(self):
self._create_samples()
orderby = [{"counter_volume": "not valid order"},
{"resource_id": "desc"}]
query = lambda: list(self.conn.query_samples(filter_expr=(
self.complex_filter),
orderby=orderby))
self.assertRaises(KeyError, query)
def test_query_complex_filter_with_in(self):
self._create_samples()
results = list(
self.conn.query_samples(filter_expr=self.complex_filter_in))
self.assertEqual(len(results), 9)
for sample_item in results:
self.assertIn(sample_item.resource_id,
set(["resource-id-42",
"resource-id-43",
"resource-id-44"]))
self.assertEqual(sample_item.counter_name,
"cpu_util")
self.assertTrue(sample_item.counter_volume > 0.4)
self.assertTrue(sample_item.counter_volume <= 0.8)
def test_query_simple_metadata_filter(self):
self._create_samples()
filter_expr = {"=": {"resource_metadata.a_bool_key": True}}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 6)
for sample_item in results:
self.assertTrue(sample_item.resource_metadata["a_bool_key"])
def test_query_simple_metadata_with_in_op(self):
self._create_samples()
filter_expr = {"in": {"resource_metadata.an_int_key": [42, 43]}}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 12)
for sample_item in results:
self.assertIn(sample_item.resource_metadata["an_int_key"],
[42, 43])
def test_query_complex_metadata_filter(self):
self._create_samples()
subfilter = {"or": [{"=": {"resource_metadata.a_string_key":
"meta-value0.81"}},
{"<=": {"resource_metadata.a_float_key": 0.41}}]}
filter_expr = {"and": [{">": {"resource_metadata.an_int_key": 42}},
subfilter]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 8)
for sample_item in results:
self.assertTrue((sample_item.resource_metadata["a_string_key"] ==
"meta-value0.81" or
sample_item.resource_metadata["a_float_key"] <=
0.41))
self.assertTrue(sample_item.resource_metadata["an_int_key"] > 42)
def test_query_mixed_data_and_metadata_filter(self):
self._create_samples()
subfilter = {"or": [{"=": {"resource_metadata.a_string_key":
"meta-value0.81"}},
{"<=": {"resource_metadata.a_float_key": 0.41}}]}
filter_expr = {"and": [{"=": {"resource_id": "resource-id-42"}},
subfilter]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 4)
for sample_item in results:
self.assertTrue((sample_item.resource_metadata["a_string_key"] ==
"meta-value0.81" or
sample_item.resource_metadata["a_float_key"] <=
0.41))
self.assertEqual(sample_item.resource_id, "resource-id-42")
def test_query_non_existing_metadata_with_result(self):
self._create_samples()
filter_expr = {
"or": [{"=": {"resource_metadata.a_string_key":
"meta-value0.81"}},
{"<=": {"resource_metadata.key_not_exists": 0.41}}]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 3)
for sample_item in results:
self.assertEqual(sample_item.resource_metadata["a_string_key"],
"meta-value0.81")
def test_query_non_existing_metadata_without_result(self):
self._create_samples()
filter_expr = {
"or": [{"=": {"resource_metadata.key_not_exists":
"meta-value0.81"}},
{"<=": {"resource_metadata.key_not_exists": 0.41}}]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 0)
def test_query_negated_metadata(self):
self._create_samples()
filter_expr = {
"and": [{"=": {"resource_id": "resource-id-42"}},
{"not": {"or": [{">": {"resource_metadata.an_int_key":
43}},
{"<=": {"resource_metadata.a_float_key":
0.41}}]}}]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 3)
for sample_item in results:
self.assertEqual(sample_item.resource_id, "resource-id-42")
self.assertTrue(sample_item.resource_metadata["an_int_key"] <= 43)
self.assertTrue(sample_item.resource_metadata["a_float_key"] >
0.41)
def test_query_negated_complex_expression(self):
self._create_samples()
filter_expr = {
"and":
[{"=": {"counter_name": "cpu_util"}},
{"not":
{"or":
[{"or":
[{"=": {"resource_id": "resource-id-42"}},
{"=": {"resource_id": "resource-id-44"}}]},
{"and":
[{">": {"counter_volume": 0.4}},
{"<": {"counter_volume": 0.8}}]}]}}]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 4)
for sample_item in results:
self.assertEqual(sample_item.resource_id,
"resource-id-43")
self.assertIn(sample_item.counter_volume, [0.39, 0.4, 0.8, 0.81])
self.assertEqual(sample_item.counter_name,
"cpu_util")
def test_query_with_double_negation(self):
self._create_samples()
filter_expr = {
"and":
[{"=": {"counter_name": "cpu_util"}},
{"not":
{"or":
[{"or":
[{"=": {"resource_id": "resource-id-42"}},
{"=": {"resource_id": "resource-id-44"}}]},
{"and": [{"not": {"<=": {"counter_volume": 0.4}}},
{"<": {"counter_volume": 0.8}}]}]}}]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 4)
for sample_item in results:
self.assertEqual(sample_item.resource_id,
"resource-id-43")
self.assertIn(sample_item.counter_volume, [0.39, 0.4, 0.8, 0.81])
self.assertEqual(sample_item.counter_name,
"cpu_util")
def test_query_negate_not_equal(self):
self._create_samples()
filter_expr = {"not": {"!=": {"resource_id": "resource-id-43"}}}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 6)
for sample_item in results:
self.assertEqual(sample_item.resource_id,
"resource-id-43")
def test_query_negated_in_op(self):
self._create_samples()
filter_expr = {
"and": [{"not": {"in": {"counter_volume": [0.39, 0.4, 0.79]}}},
{"=": {"resource_id": "resource-id-42"}}]}
results = list(self.conn.query_samples(filter_expr=filter_expr))
self.assertEqual(len(results), 3)
for sample_item in results:
self.assertIn(sample_item.counter_volume,
[0.41, 0.8, 0.81])
class StatisticsTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def prepare_data(self):
for i in range(3):
c = sample.Sample(
'volume.size',
'gauge',
'GiB',
5 + i,
'user-id',
'project1',
'resource-id',
timestamp=datetime.datetime(2012, 9, 25, 10 + i, 30 + i),
resource_metadata={'display_name': 'test-volume',
'tag': 'self.counter',
},
source='test',
)
msg = utils.meter_message_from_counter(
c,
secret='not-so-secret',
)
self.conn.record_metering_data(msg)
for i in range(3):
c = sample.Sample(
'volume.size',
'gauge',
'GiB',
8 + i,
'user-5',
'project2',
'resource-6',
timestamp=datetime.datetime(2012, 9, 25, 10 + i, 30 + i),
resource_metadata={'display_name': 'test-volume',
'tag': 'self.counter',
},
source='test',
)
msg = utils.meter_message_from_counter(
c,
secret='not-so-secret',
)
self.conn.record_metering_data(msg)
for i in range(3):
c = sample.Sample(
'memory',
'gauge',
'MB',
8 + i,
'user-5',
'project2',
'resource-6',
timestamp=datetime.datetime(2012, 9, 25, 10 + i, 30 + i),
resource_metadata={},
source='test',
)
msg = utils.meter_message_from_counter(
c,
secret='not-so-secret',
)
self.conn.record_metering_data(msg)
def test_by_meter(self):
f = storage.SampleFilter(
meter='memory'
)
results = list(self.conn.get_meter_statistics(f))[0]
self.assertEqual(results.duration,
(datetime.datetime(2012, 9, 25, 12, 32)
- datetime.datetime(2012, 9, 25, 10, 30)).seconds)
self.assertEqual(results.count, 3)
self.assertEqual(results.unit, 'MB')
self.assertEqual(results.min, 8)
self.assertEqual(results.max, 10)
self.assertEqual(results.sum, 27)
self.assertEqual(results.avg, 9)
def test_by_user(self):
f = storage.SampleFilter(
user='user-5',
meter='volume.size',
)
results = list(self.conn.get_meter_statistics(f))[0]
self.assertEqual(results.duration,
(datetime.datetime(2012, 9, 25, 12, 32)
- datetime.datetime(2012, 9, 25, 10, 30)).seconds)
self.assertEqual(results.count, 3)
self.assertEqual(results.unit, 'GiB')
self.assertEqual(results.min, 8)
self.assertEqual(results.max, 10)
self.assertEqual(results.sum, 27)
self.assertEqual(results.avg, 9)
def test_no_period_in_query(self):
f = storage.SampleFilter(
user='user-5',
meter='volume.size',
)
results = list(self.conn.get_meter_statistics(f))[0]
self.assertEqual(results.period, 0)
def test_period_is_int(self):
f = storage.SampleFilter(
meter='volume.size',
)
results = list(self.conn.get_meter_statistics(f))[0]
self.assertIs(type(results.period), int)
self.assertEqual(results.count, 6)
def test_by_user_period(self):
f = storage.SampleFilter(
user='user-5',
meter='volume.size',
start='2012-09-25T10:28:00',
)
results = list(self.conn.get_meter_statistics(f, period=7200))
self.assertEqual(len(results), 2)
self.assertEqual(set(r.period_start for r in results),
set([datetime.datetime(2012, 9, 25, 10, 28),
datetime.datetime(2012, 9, 25, 12, 28)]))
self.assertEqual(set(r.period_end for r in results),
set([datetime.datetime(2012, 9, 25, 12, 28),
datetime.datetime(2012, 9, 25, 14, 28)]))
r = results[0]
self.assertEqual(r.period_start,
datetime.datetime(2012, 9, 25, 10, 28))
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 'GiB')
self.assertEqual(r.avg, 8.5)
self.assertEqual(r.min, 8)
self.assertEqual(r.max, 9)
self.assertEqual(r.sum, 17)
self.assertEqual(r.period, 7200)
self.assertIsInstance(r.period, int)
expected_end = r.period_start + datetime.timedelta(seconds=7200)
self.assertEqual(r.period_end, expected_end)
self.assertEqual(r.duration, 3660)
self.assertEqual(r.duration_start,
datetime.datetime(2012, 9, 25, 10, 30))
self.assertEqual(r.duration_end,
datetime.datetime(2012, 9, 25, 11, 31))
def test_by_user_period_with_timezone(self):
dates = [
'2012-09-25T00:28:00-10:00',
'2012-09-25T01:28:00-09:00',
'2012-09-25T02:28:00-08:00',
'2012-09-25T03:28:00-07:00',
'2012-09-25T04:28:00-06:00',
'2012-09-25T05:28:00-05:00',
'2012-09-25T06:28:00-04:00',
'2012-09-25T07:28:00-03:00',
'2012-09-25T08:28:00-02:00',
'2012-09-25T09:28:00-01:00',
'2012-09-25T10:28:00Z',
'2012-09-25T11:28:00+01:00',
'2012-09-25T12:28:00+02:00',
'2012-09-25T13:28:00+03:00',
'2012-09-25T14:28:00+04:00',
'2012-09-25T15:28:00+05:00',
'2012-09-25T16:28:00+06:00',
'2012-09-25T17:28:00+07:00',
'2012-09-25T18:28:00+08:00',
'2012-09-25T19:28:00+09:00',
'2012-09-25T20:28:00+10:00',
'2012-09-25T21:28:00+11:00',
'2012-09-25T22:28:00+12:00',
]
for date in dates:
f = storage.SampleFilter(
user='user-5',
meter='volume.size',
start=date
)
results = list(self.conn.get_meter_statistics(f, period=7200))
self.assertEqual(len(results), 2)
self.assertEqual(set(r.period_start for r in results),
set([datetime.datetime(2012, 9, 25, 10, 28),
datetime.datetime(2012, 9, 25, 12, 28)]))
self.assertEqual(set(r.period_end for r in results),
set([datetime.datetime(2012, 9, 25, 12, 28),
datetime.datetime(2012, 9, 25, 14, 28)]))
def test_by_user_period_start_end(self):
f = storage.SampleFilter(
user='user-5',
meter='volume.size',
start='2012-09-25T10:28:00',
end='2012-09-25T11:28:00',
)
results = list(self.conn.get_meter_statistics(f, period=1800))
self.assertEqual(len(results), 1)
r = results[0]
self.assertEqual(r.period_start,
datetime.datetime(2012, 9, 25, 10, 28))
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 'GiB')
self.assertEqual(r.avg, 8)
self.assertEqual(r.min, 8)
self.assertEqual(r.max, 8)
self.assertEqual(r.sum, 8)
self.assertEqual(r.period, 1800)
self.assertEqual(r.period_end,
r.period_start + datetime.timedelta(seconds=1800))
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2012, 9, 25, 10, 30))
self.assertEqual(r.duration_end,
datetime.datetime(2012, 9, 25, 10, 30))
def test_by_project(self):
f = storage.SampleFilter(
meter='volume.size',
resource='resource-id',
start='2012-09-25T11:30:00',
end='2012-09-25T11:32:00',
)
results = list(self.conn.get_meter_statistics(f))[0]
self.assertEqual(results.duration, 0)
self.assertEqual(results.count, 1)
self.assertEqual(results.unit, 'GiB')
self.assertEqual(results.min, 6)
self.assertEqual(results.max, 6)
self.assertEqual(results.sum, 6)
self.assertEqual(results.avg, 6)
def test_one_resource(self):
f = storage.SampleFilter(
user='user-id',
meter='volume.size',
)
results = list(self.conn.get_meter_statistics(f))[0]
self.assertEqual(results.duration,
(datetime.datetime(2012, 9, 25, 12, 32)
- datetime.datetime(2012, 9, 25, 10, 30)).seconds)
self.assertEqual(results.count, 3)
self.assertEqual(results.unit, 'GiB')
self.assertEqual(results.min, 5)
self.assertEqual(results.max, 7)
self.assertEqual(results.sum, 18)
self.assertEqual(results.avg, 6)
def test_with_no_sample(self):
f = storage.SampleFilter(
user='user-not-exists',
meter='volume.size',
)
results = list(self.conn.get_meter_statistics(f, period=1800))
self.assertEqual([], results)
class StatisticsGroupByTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def prepare_data(self):
test_sample_data = (
{'volume': 2, 'user': 'user-1', 'project': 'project-1',
'resource': 'resource-1', 'timestamp': (2013, 8, 1, 16, 10),
'metadata_flavor': 'm1.tiny', 'metadata_event': 'event-1',
'source': 'source-2'},
{'volume': 2, 'user': 'user-1', 'project': 'project-2',
'resource': 'resource-1', 'timestamp': (2013, 8, 1, 15, 37),
'metadata_flavor': 'm1.large', 'metadata_event': 'event-1',
'source': 'source-2'},
{'volume': 1, 'user': 'user-2', 'project': 'project-1',
'resource': 'resource-2', 'timestamp': (2013, 8, 1, 10, 11),
'metadata_flavor': 'm1.tiny', 'metadata_event': 'event-2',
'source': 'source-1'},
{'volume': 1, 'user': 'user-2', 'project': 'project-1',
'resource': 'resource-2', 'timestamp': (2013, 8, 1, 10, 40),
'metadata_flavor': 'm1.large', 'metadata_event': 'event-2',
'source': 'source-1'},
{'volume': 2, 'user': 'user-2', 'project': 'project-1',
'resource': 'resource-1', 'timestamp': (2013, 8, 1, 14, 59),
'metadata_flavor': 'm1.large', 'metadata_event': 'event-2',
'source': 'source-1'},
{'volume': 4, 'user': 'user-2', 'project': 'project-2',
'resource': 'resource-2', 'timestamp': (2013, 8, 1, 17, 28),
'metadata_flavor': 'm1.large', 'metadata_event': 'event-2',
'source': 'source-1'},
{'volume': 4, 'user': 'user-3', 'project': 'project-1',
'resource': 'resource-3', 'timestamp': (2013, 8, 1, 11, 22),
'metadata_flavor': 'm1.tiny', 'metadata_event': 'event-2',
'source': 'source-3'},
)
for test_sample in test_sample_data:
c = sample.Sample(
'instance',
sample.TYPE_CUMULATIVE,
unit='s',
volume=test_sample['volume'],
user_id=test_sample['user'],
project_id=test_sample['project'],
resource_id=test_sample['resource'],
timestamp=datetime.datetime(*test_sample['timestamp']),
resource_metadata={'flavor': test_sample['metadata_flavor'],
'event': test_sample['metadata_event'], },
source=test_sample['source'],
)
msg = utils.meter_message_from_counter(
c,
self.CONF.publisher.metering_secret,
)
self.conn.record_metering_data(msg)
def test_group_by_user(self):
f = storage.SampleFilter(
meter='instance',
)
results = list(self.conn.get_meter_statistics(f, groupby=['user_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['user_id']))
self.assertEqual(groupby_vals_set, set(['user-1', 'user-2', 'user-3']))
for r in results:
if r.groupby == {'user_id': 'user-1'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
elif r.groupby == {'user_id': 'user-2'}:
self.assertEqual(r.count, 4)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 8)
self.assertEqual(r.avg, 2)
elif r.groupby == {'user_id': 'user-3'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
def test_group_by_resource(self):
f = storage.SampleFilter(
meter='instance',
)
results = list(self.conn.get_meter_statistics(f,
groupby=['resource_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['resource_id']))
self.assertEqual(groupby_vals_set, set(['resource-1',
'resource-2',
'resource-3']))
for r in results:
if r.groupby == {'resource_id': 'resource-1'}:
self.assertEqual(r.count, 3)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 2)
elif r.groupby == {'resource_id': 'resource-2'}:
self.assertEqual(r.count, 3)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 2)
elif r.groupby == {'resource_id': 'resource-3'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
def test_group_by_project(self):
f = storage.SampleFilter(
meter='instance',
)
results = list(self.conn.get_meter_statistics(f,
groupby=['project_id']))
self.assertEqual(len(results), 2)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
for r in results:
if r.groupby == {'project_id': 'project-1'}:
self.assertEqual(r.count, 5)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 10)
self.assertEqual(r.avg, 2)
elif r.groupby == {'project_id': 'project-2'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 3)
def test_group_by_source(self):
f = storage.SampleFilter(
meter='instance',
)
results = list(self.conn.get_meter_statistics(f, groupby=['source']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['source']))
self.assertEqual(groupby_vals_set, set(['source-1',
'source-2',
'source-3']))
for r in results:
if r.groupby == {'source': 'source-1'}:
self.assertEqual(r.count, 4)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 8)
self.assertEqual(r.avg, 2)
elif r.groupby == {'source': 'source-2'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
elif r.groupby == {'source': 'source-3'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
def test_group_by_unknown_field(self):
f = storage.SampleFilter(
meter='instance',
)
# NOTE(terriyu): The MongoDB get_meter_statistics() returns a list
# whereas the SQLAlchemy get_meter_statistics() returns a generator.
# You have to apply list() to the SQLAlchemy generator to get it to
# throw an error. The MongoDB get_meter_statistics() will throw an
# error before list() is called. By using lambda, we can cover both
# MongoDB and SQLAlchemy in a single test.
self.assertRaises(
NotImplementedError,
lambda: list(self.conn.get_meter_statistics(f, groupby=['wtf']))
)
def test_group_by_metadata(self):
# TODO(terriyu): test_group_by_metadata needs to be implemented.
# This test should check grouping by a single metadata field.
pass
def test_group_by_multiple_regular(self):
f = storage.SampleFilter(
meter='instance',
)
results = list(self.conn.get_meter_statistics(f,
groupby=['user_id',
'resource_id']))
self.assertEqual(len(results), 4)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['user_id', 'resource_id']))
self.assertEqual(groupby_vals_set, set(['user-1', 'user-2',
'user-3', 'resource-1',
'resource-2', 'resource-3']))
for r in results:
if r.groupby == {'user_id': 'user-1', 'resource_id': 'resource-1'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
elif r.groupby == {'user_id': 'user-2',
'resource_id': 'resource-1'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
elif r.groupby == {'user_id': 'user-2',
'resource_id': 'resource-2'}:
self.assertEqual(r.count, 3)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 2)
elif r.groupby == {'user_id': 'user-3',
'resource_id': 'resource-3'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
else:
self.assertNotEqual(r.groupby, {'user_id': 'user-1',
'resource_id': 'resource-2'})
self.assertNotEqual(r.groupby, {'user_id': 'user-1',
'resource_id': 'resource-3'})
self.assertNotEqual(r.groupby, {'user_id': 'user-2',
'resource_id': 'resource-3'})
self.assertNotEqual(r.groupby, {'user_id': 'user-3',
'resource_id': 'resource-1'})
self.assertNotEqual(r.groupby, {'user_id': 'user-3',
'resource_id': 'resource-2'})
def test_group_by_multiple_metadata(self):
# TODO(terriyu): test_group_by_multiple_metadata needs to be
# implemented.
# This test should check grouping by multiple metadata fields.
pass
def test_group_by_multiple_regular_metadata(self):
# TODO(terriyu): test_group_by_multiple_regular_metadata needs to be
# implemented.
# This test should check grouping by a combination of regular and
# metadata fields.
pass
def test_group_by_with_query_filter(self):
f = storage.SampleFilter(
meter='instance',
project='project-1',
)
results = list(self.conn.get_meter_statistics(
f,
groupby=['resource_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['resource_id']))
self.assertEqual(groupby_vals_set, set(['resource-1',
'resource-2',
'resource-3']))
for r in results:
if r.groupby == {'resource_id': 'resource-1'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
elif r.groupby == {'resource_id': 'resource-2'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 1)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 1)
elif r.groupby == {'resource_id': 'resource-3'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
def test_group_by_metadata_with_query_filter(self):
# TODO(terriyu): test_group_by_metadata_with_query_filter needs to be
# implemented.
# This test should check grouping by a metadata field in combination
# with a query filter.
pass
def test_group_by_with_query_filter_multiple(self):
f = storage.SampleFilter(
meter='instance',
user='user-2',
source='source-1',
)
results = list(self.conn.get_meter_statistics(
f,
groupby=['project_id', 'resource_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id', 'resource_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2',
'resource-1', 'resource-2']))
for r in results:
if r.groupby == {'project_id': 'project-1',
'resource_id': 'resource-1'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
elif r.groupby == {'project_id': 'project-1',
'resource_id': 'resource-2'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 1)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 1)
elif r.groupby == {'project_id': 'project-2',
'resource_id': 'resource-2'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
else:
self.assertNotEqual(r.groupby, {'project_id': 'project-2',
'resource_id': 'resource-1'})
def test_group_by_metadata_with_query_filter_multiple(self):
# TODO(terriyu): test_group_by_metadata_with_query_filter_multiple
# needs to be implemented.
# This test should check grouping by multiple metadata fields in
# combination with a query filter.
pass
def test_group_by_with_period(self):
f = storage.SampleFilter(
meter='instance',
)
results = list(self.conn.get_meter_statistics(f,
period=7200,
groupby=['project_id']))
self.assertEqual(len(results), 4)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
period_start_set = set([r.period_start for r in results])
period_start_valid = set([datetime.datetime(2013, 8, 1, 10, 11),
datetime.datetime(2013, 8, 1, 14, 11),
datetime.datetime(2013, 8, 1, 16, 11)])
self.assertEqual(period_start_set, period_start_valid)
for r in results:
if (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 10, 11)):
self.assertEqual(r.count, 3)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 4260)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 10, 11))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 11, 22))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 12, 11))
elif (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 14, 11)):
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 4260)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 16, 10))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 16, 11))
elif (r.groupby == {'project_id': 'project-2'} and
r.period_start == datetime.datetime(2013, 8, 1, 14, 11)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 15, 37))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 15, 37))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 16, 11))
elif (r.groupby == {'project_id': 'project-2'} and
r.period_start == datetime.datetime(2013, 8, 1, 16, 11)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 17, 28))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 17, 28))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 18, 11))
else:
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-1'},
datetime.datetime(2013, 8, 1, 16, 11)])
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-2'},
datetime.datetime(2013, 8, 1, 10, 11)])
def test_group_by_metadata_with_period(self):
# TODO(terriyu): test_group_by_metadata_with_period needs to be
# implemented.
# This test should check grouping by metadata fields in combination
# with period grouping.
pass
def test_group_by_with_query_filter_and_period(self):
f = storage.SampleFilter(
meter='instance',
source='source-1',
)
results = list(self.conn.get_meter_statistics(f,
period=7200,
groupby=['project_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
period_start_set = set([r.period_start for r in results])
period_start_valid = set([datetime.datetime(2013, 8, 1, 10, 11),
datetime.datetime(2013, 8, 1, 14, 11),
datetime.datetime(2013, 8, 1, 16, 11)])
self.assertEqual(period_start_set, period_start_valid)
for r in results:
if (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 10, 11)):
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 1)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 1)
self.assertEqual(r.duration, 1740)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 10, 11))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 10, 40))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 12, 11))
elif (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 14, 11)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 16, 11))
elif (r.groupby == {'project_id': 'project-2'} and
r.period_start == datetime.datetime(2013, 8, 1, 16, 11)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 17, 28))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 17, 28))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 18, 11))
else:
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-1'},
datetime.datetime(2013, 8, 1, 16, 11)])
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-2'},
datetime.datetime(2013, 8, 1, 10, 11)])
def test_group_by_metadata_with_query_filter_and_period(self):
# TODO(terriyu): test_group_by_metadata_with_query_filter_and_period
# needs to be implemented.
# This test should check grouping with metadata fields in combination
# with a query filter and period grouping.
pass
def test_group_by_start_timestamp_after(self):
f = storage.SampleFilter(
meter='instance',
start=datetime.datetime(2013, 8, 1, 17, 28, 1),
)
results = list(self.conn.get_meter_statistics(f,
groupby=['project_id']))
self.assertEqual(results, [])
def test_group_by_end_timestamp_before(self):
f = storage.SampleFilter(
meter='instance',
end=datetime.datetime(2013, 8, 1, 10, 10, 59),
)
results = list(self.conn.get_meter_statistics(f,
groupby=['project_id']))
self.assertEqual(results, [])
def test_group_by_start_timestamp(self):
f = storage.SampleFilter(
meter='instance',
start=datetime.datetime(2013, 8, 1, 14, 58),
)
results = list(self.conn.get_meter_statistics(f,
groupby=['project_id']))
self.assertEqual(len(results), 2)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
for r in results:
if r.groupby == {'project_id': 'project-1'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
elif r.groupby == {'project_id': 'project-2'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 3)
def test_group_by_end_timestamp(self):
f = storage.SampleFilter(
meter='instance',
end=datetime.datetime(2013, 8, 1, 11, 45),
)
results = list(self.conn.get_meter_statistics(f,
groupby=['project_id']))
self.assertEqual(len(results), 1)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1']))
for r in results:
if r.groupby == {'project_id': 'project-1'}:
self.assertEqual(r.count, 3)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 2)
def test_group_by_start_end_timestamp(self):
f = storage.SampleFilter(
meter='instance',
start=datetime.datetime(2013, 8, 1, 8, 17, 3),
end=datetime.datetime(2013, 8, 1, 23, 59, 59),
)
results = list(self.conn.get_meter_statistics(f,
groupby=['project_id']))
self.assertEqual(len(results), 2)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
for r in results:
if r.groupby == {'project_id': 'project-1'}:
self.assertEqual(r.count, 5)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 10)
self.assertEqual(r.avg, 2)
elif r.groupby == {'project_id': 'project-2'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 6)
self.assertEqual(r.avg, 3)
def test_group_by_start_end_timestamp_with_query_filter(self):
f = storage.SampleFilter(
meter='instance',
project='project-1',
start=datetime.datetime(2013, 8, 1, 11, 1),
end=datetime.datetime(2013, 8, 1, 20, 0),
)
results = list(self.conn.get_meter_statistics(f,
groupby=['resource_id']))
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['resource_id']))
self.assertEqual(groupby_vals_set, set(['resource-1', 'resource-3']))
for r in results:
if r.groupby == {'resource_id': 'resource-1'}:
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 2)
elif r.groupby == {'resource_id': 'resource-3'}:
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
def test_group_by_start_end_timestamp_with_period(self):
f = storage.SampleFilter(
meter='instance',
start=datetime.datetime(2013, 8, 1, 14, 0),
end=datetime.datetime(2013, 8, 1, 17, 0),
)
results = list(self.conn.get_meter_statistics(f,
period=3600,
groupby=['project_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
period_start_set = set([r.period_start for r in results])
period_start_valid = set([datetime.datetime(2013, 8, 1, 14, 0),
datetime.datetime(2013, 8, 1, 15, 0),
datetime.datetime(2013, 8, 1, 16, 0)])
self.assertEqual(period_start_set, period_start_valid)
for r in results:
if (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 14, 0)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.period, 3600)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 15, 0))
elif (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 16, 0)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 16, 10))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 16, 10))
self.assertEqual(r.period, 3600)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 17, 0))
elif (r.groupby == {'project_id': 'project-2'} and
r.period_start == datetime.datetime(2013, 8, 1, 15, 0)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 15, 37))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 15, 37))
self.assertEqual(r.period, 3600)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 16, 0))
else:
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-1'},
datetime.datetime(2013, 8, 1, 15, 0)])
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-2'},
datetime.datetime(2013, 8, 1, 14, 0)])
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-2'},
datetime.datetime(2013, 8, 1, 16, 0)])
def test_group_by_start_end_timestamp_with_query_filter_and_period(self):
f = storage.SampleFilter(
meter='instance',
source='source-1',
start=datetime.datetime(2013, 8, 1, 10, 0),
end=datetime.datetime(2013, 8, 1, 18, 0),
)
results = list(self.conn.get_meter_statistics(f,
period=7200,
groupby=['project_id']))
self.assertEqual(len(results), 3)
groupby_list = [r.groupby for r in results]
groupby_keys_set = set(x for sub_dict in groupby_list
for x in sub_dict.keys())
groupby_vals_set = set(x for sub_dict in groupby_list
for x in sub_dict.values())
self.assertEqual(groupby_keys_set, set(['project_id']))
self.assertEqual(groupby_vals_set, set(['project-1', 'project-2']))
period_start_set = set([r.period_start for r in results])
period_start_valid = set([datetime.datetime(2013, 8, 1, 10, 0),
datetime.datetime(2013, 8, 1, 14, 0),
datetime.datetime(2013, 8, 1, 16, 0)])
self.assertEqual(period_start_set, period_start_valid)
for r in results:
if (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 10, 0)):
self.assertEqual(r.count, 2)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 1)
self.assertEqual(r.max, 1)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 1)
self.assertEqual(r.duration, 1740)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 10, 11))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 10, 40))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 12, 0))
elif (r.groupby == {'project_id': 'project-1'} and
r.period_start == datetime.datetime(2013, 8, 1, 14, 0)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 2)
self.assertEqual(r.max, 2)
self.assertEqual(r.sum, 2)
self.assertEqual(r.avg, 2)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 14, 59))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 16, 0))
elif (r.groupby == {'project_id': 'project-2'} and
r.period_start == datetime.datetime(2013, 8, 1, 16, 0)):
self.assertEqual(r.count, 1)
self.assertEqual(r.unit, 's')
self.assertEqual(r.min, 4)
self.assertEqual(r.max, 4)
self.assertEqual(r.sum, 4)
self.assertEqual(r.avg, 4)
self.assertEqual(r.duration, 0)
self.assertEqual(r.duration_start,
datetime.datetime(2013, 8, 1, 17, 28))
self.assertEqual(r.duration_end,
datetime.datetime(2013, 8, 1, 17, 28))
self.assertEqual(r.period, 7200)
self.assertEqual(r.period_end,
datetime.datetime(2013, 8, 1, 18, 0))
else:
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-1'},
datetime.datetime(2013, 8, 1, 16, 0)])
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-2'},
datetime.datetime(2013, 8, 1, 10, 0)])
self.assertNotEqual([r.groupby, r.period_start],
[{'project_id': 'project-2'},
datetime.datetime(2013, 8, 1, 14, 0)])
class CounterDataTypeTest(DBTestBase,
tests_db.MixinTestsWithBackendScenarios):
def prepare_data(self):
c = sample.Sample(
'dummyBigCounter',
sample.TYPE_CUMULATIVE,
unit='',
volume=3372036854775807,
user_id='user-id',
project_id='project-id',
resource_id='resource-id',
timestamp=datetime.datetime(2012, 7, 2, 10, 40),
resource_metadata={},
source='test-1',
)
msg = utils.meter_message_from_counter(
c,
self.CONF.publisher.metering_secret,
)
self.conn.record_metering_data(msg)
c = sample.Sample(
'dummySmallCounter',
sample.TYPE_CUMULATIVE,
unit='',
volume=-3372036854775807,
user_id='user-id',
project_id='project-id',
resource_id='resource-id',
timestamp=datetime.datetime(2012, 7, 2, 10, 40),
resource_metadata={},
source='test-1',
)
msg = utils.meter_message_from_counter(
c,
self.CONF.publisher.metering_secret,
)
self.conn.record_metering_data(msg)
c = sample.Sample(
'floatCounter',
sample.TYPE_CUMULATIVE,
unit='',
volume=1938495037.53697,
user_id='user-id',
project_id='project-id',
resource_id='resource-id',
timestamp=datetime.datetime(2012, 7, 2, 10, 40),
resource_metadata={},
source='test-1',
)
msg = utils.meter_message_from_counter(
c,
self.CONF.publisher.metering_secret,
)
self.conn.record_metering_data(msg)
def test_storage_can_handle_large_values(self):
f = storage.SampleFilter(
meter='dummyBigCounter',
)
results = list(self.conn.get_samples(f))
self.assertEqual(results[0].counter_volume, 3372036854775807)
f = storage.SampleFilter(
meter='dummySmallCounter',
)
results = list(self.conn.get_samples(f))
self.assertEqual(results[0].counter_volume, -3372036854775807)
def test_storage_can_handle_float_values(self):
f = storage.SampleFilter(
meter='floatCounter',
)
results = list(self.conn.get_samples(f))
self.assertEqual(results[0].counter_volume, 1938495037.53697)
class AlarmTestBase(DBTestBase):
def add_some_alarms(self):
alarms = [alarm_models.Alarm(alarm_id='r3d',
enabled=True,
type='threshold',
name='red-alert',
description='my red-alert',
timestamp=None,
user_id='me',
project_id='and-da-boys',
state="insufficient data",
state_timestamp=None,
ok_actions=[],
alarm_actions=['http://nowhere/alarms'],
insufficient_data_actions=[],
repeat_actions=False,
time_constraints=[dict(name='testcons',
start='0 11 * * *',
duration=300)],
rule=dict(comparison_operator='eq',
threshold=36,
statistic='count',
evaluation_periods=1,
period=60,
meter_name='test.one',
query=[{'field': 'key',
'op': 'eq',
'value': 'value',
'type': 'string'}]),
),
alarm_models.Alarm(alarm_id='0r4ng3',
enabled=True,
type='threshold',
name='orange-alert',
description='a orange',
timestamp=None,
user_id='me',
project_id='and-da-boys',
state="insufficient data",
state_timestamp=None,
ok_actions=[],
alarm_actions=['http://nowhere/alarms'],
insufficient_data_actions=[],
repeat_actions=False,
time_constraints=[],
rule=dict(comparison_operator='gt',
threshold=75,
statistic='avg',
evaluation_periods=1,
period=60,
meter_name='test.fourty',
query=[{'field': 'key2',
'op': 'eq',
'value': 'value2',
'type': 'string'}]),
),
alarm_models.Alarm(alarm_id='y3ll0w',
enabled=False,
type='threshold',
name='yellow-alert',
description='yellow',
timestamp=None,
user_id='me',
project_id='and-da-boys',
state="insufficient data",
state_timestamp=None,
ok_actions=[],
alarm_actions=['http://nowhere/alarms'],
insufficient_data_actions=[],
repeat_actions=False,
time_constraints=[],
rule=dict(comparison_operator='lt',
threshold=10,
statistic='min',
evaluation_periods=1,
period=60,
meter_name='test.five',
query=[{'field': 'key2',
'op': 'eq',
'value': 'value2',
'type': 'string'},
{'field':
'user_metadata.key3',
'op': 'eq',
'value': 'value3',
'type': 'string'}]),
)]
for a in alarms:
self.conn.create_alarm(a)
class AlarmTest(AlarmTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_empty(self):
alarms = list(self.conn.get_alarms())
self.assertEqual([], alarms)
def test_list(self):
self.add_some_alarms()
alarms = list(self.conn.get_alarms())
self.assertEqual(len(alarms), 3)
def test_list_enabled(self):
self.add_some_alarms()
alarms = list(self.conn.get_alarms(enabled=True))
self.assertEqual(len(alarms), 2)
def test_list_disabled(self):
self.add_some_alarms()
alarms = list(self.conn.get_alarms(enabled=False))
self.assertEqual(len(alarms), 1)
def test_add(self):
self.add_some_alarms()
alarms = list(self.conn.get_alarms())
self.assertEqual(len(alarms), 3)
meter_names = sorted([a.rule['meter_name'] for a in alarms])
self.assertEqual(meter_names,
['test.five', 'test.fourty', 'test.one'])
def test_update(self):
self.add_some_alarms()
orange = list(self.conn.get_alarms(name='orange-alert'))[0]
orange.enabled = False
orange.state = alarm_models.Alarm.ALARM_INSUFFICIENT_DATA
query = [{'field': 'metadata.group',
'op': 'eq',
'value': 'test.updated',
'type': 'string'}]
orange.rule['query'] = query
orange.rule['meter_name'] = 'new_meter_name'
updated = self.conn.update_alarm(orange)
self.assertEqual(updated.enabled, False)
self.assertEqual(updated.state,
alarm_models.Alarm.ALARM_INSUFFICIENT_DATA)
self.assertEqual(updated.rule['query'], query)
self.assertEqual(updated.rule['meter_name'], 'new_meter_name')
def test_update_llu(self):
llu = alarm_models.Alarm(alarm_id='llu',
enabled=True,
type='threshold',
name='llu',
description='llu',
timestamp=None,
user_id='bla',
project_id='ffo',
state="insufficient data",
state_timestamp=None,
ok_actions=[],
alarm_actions=[],
insufficient_data_actions=[],
repeat_actions=False,
time_constraints=[],
rule=dict(comparison_operator='lt',
threshold=34,
statistic='max',
evaluation_periods=1,
period=60,
meter_name='llt',
query=[])
)
updated = self.conn.update_alarm(llu)
updated.state = alarm_models.Alarm.ALARM_OK
updated.description = ':)'
self.conn.update_alarm(updated)
all = list(self.conn.get_alarms())
self.assertEqual(len(all), 1)
def test_delete(self):
self.add_some_alarms()
victim = list(self.conn.get_alarms(name='orange-alert'))[0]
self.conn.delete_alarm(victim.alarm_id)
survivors = list(self.conn.get_alarms())
self.assertEqual(len(survivors), 2)
for s in survivors:
self.assertNotEqual(victim.name, s.name)
class AlarmTestPagination(AlarmTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_get_alarm_all_limit(self):
self.add_some_alarms()
pagination = base.Pagination(limit=2)
alarms = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(len(alarms), 2)
pagination = base.Pagination(limit=1)
alarms = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(len(alarms), 1)
def test_get_alarm_all_marker(self):
self.add_some_alarms()
pagination = base.Pagination(marker_value='orange-alert')
alarms = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(len(alarms), 0)
pagination = base.Pagination(marker_value='red-alert')
alarms = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(len(alarms), 1)
pagination = base.Pagination(marker_value='yellow-alert')
alarms = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(len(alarms), 2)
def test_get_alarm_paginate(self):
self.add_some_alarms()
pagination = base.Pagination(limit=4, marker_value='yellow-alert')
page = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(['red-alert', 'orange-alert'], [i.name for i in page])
pagination = base.Pagination(limit=2, marker_value='orange-alert',
primary_sort_dir='asc')
page1 = list(self.conn.get_alarms(pagination=pagination))
self.assertEqual(['red-alert', 'yellow-alert'],
[i.name for i in page1])
class ComplexAlarmQueryTest(AlarmTestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_no_filter(self):
self.add_some_alarms()
result = list(self.conn.query_alarms())
self.assertEqual(3, len(result))
def test_no_filter_with_limit(self):
self.add_some_alarms()
result = list(self.conn.query_alarms(limit=2))
self.assertEqual(2, len(result))
def test_filter(self):
self.add_some_alarms()
filter_expr = {"and":
[{"or":
[{"=": {"name": "yellow-alert"}},
{"=": {"name": "red-alert"}}]},
{"=": {"enabled": True}}]}
result = list(self.conn.query_alarms(filter_expr=filter_expr))
self.assertEqual(1, len(result))
for a in result:
self.assertIn(a.name, set(["yellow-alert", "red-alert"]))
self.assertTrue(a.enabled)
def test_filter_for_alarm_id(self):
self.add_some_alarms()
filter_expr = {"=": {"alarm_id": "0r4ng3"}}
result = list(self.conn.query_alarms(filter_expr=filter_expr))
self.assertEqual(1, len(result))
for a in result:
self.assertEqual(a.alarm_id, "0r4ng3")
def test_filter_and_orderby(self):
self.add_some_alarms()
result = list(self.conn.query_alarms(filter_expr=(
{"=": {"enabled": True}}),
orderby=[{"name": "asc"}]))
self.assertEqual(2, len(result))
self.assertEqual(["orange-alert", "red-alert"],
[a.name for a in result])
for a in result:
self.assertTrue(a.enabled)
class ComplexAlarmHistoryQueryTest(AlarmTestBase,
tests_db.MixinTestsWithBackendScenarios):
def setUp(self):
super(DBTestBase, self).setUp()
self.filter_expr = {"and":
[{"or":
[{"=": {"type": "rule change"}},
{"=": {"type": "state transition"}}]},
{"=": {"alarm_id": "0r4ng3"}}]}
self.add_some_alarms()
self.prepare_alarm_history()
def prepare_alarm_history(self):
alarms = list(self.conn.get_alarms())
for alarm in alarms:
i = alarms.index(alarm)
alarm_change = dict(event_id=(
"16fd2706-8baf-433b-82eb-8c7fada847c%s" % i),
alarm_id=alarm.alarm_id,
type=alarm_models.AlarmChange.CREATION,
detail="detail %s" % alarm.name,
user_id=alarm.user_id,
project_id=alarm.project_id,
on_behalf_of=alarm.project_id,
timestamp=datetime.datetime(2012, 9, 24,
7 + i,
30 + i))
self.conn.record_alarm_change(alarm_change=alarm_change)
alarm_change2 = dict(event_id=(
"16fd2706-8baf-433b-82eb-8c7fada847d%s" % i),
alarm_id=alarm.alarm_id,
type=alarm_models.AlarmChange.RULE_CHANGE,
detail="detail %s" % i,
user_id=alarm.user_id,
project_id=alarm.project_id,
on_behalf_of=alarm.project_id,
timestamp=datetime.datetime(2012, 9, 25,
10 + i,
30 + i))
self.conn.record_alarm_change(alarm_change=alarm_change2)
alarm_change3 = dict(
event_id="16fd2706-8baf-433b-82eb-8c7fada847e%s" % i,
alarm_id=alarm.alarm_id,
type=alarm_models.AlarmChange.STATE_TRANSITION,
detail="detail %s" % (i + 1),
user_id=alarm.user_id,
project_id=alarm.project_id,
on_behalf_of=alarm.project_id,
timestamp=datetime.datetime(2012, 9, 26, 10 + i, 30 + i)
)
if alarm.name == "red-alert":
alarm_change3['on_behalf_of'] = 'and-da-girls'
self.conn.record_alarm_change(alarm_change=alarm_change3)
if alarm.name in ["red-alert", "yellow-alert"]:
alarm_change4 = dict(event_id=(
"16fd2706-8baf-433b-82eb-8c7fada847f%s"
% i),
alarm_id=alarm.alarm_id,
type=alarm_models.AlarmChange.DELETION,
detail="detail %s" % (i + 2),
user_id=alarm.user_id,
project_id=alarm.project_id,
on_behalf_of=alarm.project_id,
timestamp=datetime.datetime(2012, 9, 27,
10 + i,
30 + i))
self.conn.record_alarm_change(alarm_change=alarm_change4)
def test_alarm_history_with_no_filter(self):
history = list(self.conn.query_alarm_history())
self.assertEqual(11, len(history))
def test_alarm_history_with_no_filter_and_limit(self):
history = list(self.conn.query_alarm_history(limit=3))
self.assertEqual(3, len(history))
def test_alarm_history_with_filter(self):
history = list(
self.conn.query_alarm_history(filter_expr=self.filter_expr))
self.assertEqual(2, len(history))
def test_alarm_history_with_filter_and_orderby(self):
history = list(
self.conn.query_alarm_history(filter_expr=self.filter_expr,
orderby=[{"timestamp":
"asc"}]))
self.assertEqual([alarm_models.AlarmChange.RULE_CHANGE,
alarm_models.AlarmChange.STATE_TRANSITION],
[h.type for h in history])
def test_alarm_history_with_filter_and_orderby_and_limit(self):
history = list(
self.conn.query_alarm_history(filter_expr=self.filter_expr,
orderby=[{"timestamp":
"asc"}],
limit=1))
self.assertEqual(alarm_models.AlarmChange.RULE_CHANGE, history[0].type)
def test_alarm_history_with_on_behalf_of_filter(self):
filter_expr = {"=": {"on_behalf_of": "and-da-girls"}}
history = list(self.conn.query_alarm_history(filter_expr=filter_expr))
self.assertEqual(1, len(history))
self.assertEqual("16fd2706-8baf-433b-82eb-8c7fada847e0",
history[0].event_id)
def test_alarm_history_with_alarm_id_as_filter(self):
filter_expr = {"=": {"alarm_id": "r3d"}}
history = list(self.conn.query_alarm_history(filter_expr=filter_expr,
orderby=[{"timestamp":
"asc"}]))
self.assertEqual(4, len(history))
self.assertEqual([alarm_models.AlarmChange.CREATION,
alarm_models.AlarmChange.RULE_CHANGE,
alarm_models.AlarmChange.STATE_TRANSITION,
alarm_models.AlarmChange.DELETION],
[h.type for h in history])
class EventTestBase(tests_db.TestBase,
tests_db.MixinTestsWithBackendScenarios):
"""Separate test base class because we don't want to
inherit all the Meter stuff.
"""
def setUp(self):
super(EventTestBase, self).setUp()
self.prepare_data()
def prepare_data(self):
# Add some data ...
pass
class EventTest(EventTestBase):
@tests_db.run_with('sqlite', 'mongodb', 'db2')
def test_duplicate_message_id(self):
now = datetime.datetime.utcnow()
m = [models.Event("1", "Foo", now, None),
models.Event("1", "Zoo", now, [])]
problem_events = self.conn.record_events(m)
self.assertEqual(1, len(problem_events))
bad = problem_events[0]
self.assertEqual(models.Event.DUPLICATE, bad[0])
class GetEventTest(EventTestBase):
def prepare_data(self):
self.event_models = []
base = 0
self.start = datetime.datetime(2013, 12, 31, 5, 0)
now = self.start
for event_type in ['Foo', 'Bar', 'Zoo', 'Foo', 'Bar', 'Zoo']:
trait_models = \
[models.Trait(name, dtype, value)
for name, dtype, value in [
('trait_A', models.Trait.TEXT_TYPE,
"my_%s_text" % event_type),
('trait_B', models.Trait.INT_TYPE,
base + 1),
('trait_C', models.Trait.FLOAT_TYPE,
float(base) + 0.123456),
('trait_D', models.Trait.DATETIME_TYPE, now)]]
self.event_models.append(
models.Event("id_%s_%d" % (event_type, base),
event_type, now, trait_models))
base += 100
now = now + datetime.timedelta(hours=1)
self.end = now
self.conn.record_events(self.event_models)
def test_generated_is_datetime(self):
event_filter = storage.EventFilter(self.start, self.end)
events = self.conn.get_events(event_filter)
self.assertEqual(6, len(events))
for i, event in enumerate(events):
self.assertIsInstance(event.generated, datetime.datetime)
self.assertEqual(event.generated,
self.event_models[i].generated)
model_traits = self.event_models[i].traits
for j, trait in enumerate(event.traits):
if trait.dtype == models.Trait.DATETIME_TYPE:
self.assertIsInstance(trait.value, datetime.datetime)
self.assertEqual(trait.value, model_traits[j].value)
def test_simple_get(self):
event_filter = storage.EventFilter(self.start, self.end)
events = self.conn.get_events(event_filter)
self.assertEqual(6, len(events))
start_time = None
for i, type in enumerate(['Foo', 'Bar', 'Zoo']):
self.assertEqual(events[i].event_type, type)
self.assertEqual(4, len(events[i].traits))
# Ensure sorted results ...
if start_time is not None:
# Python 2.6 has no assertLess :(
self.assertTrue(start_time < events[i].generated)
start_time = events[i].generated
def test_simple_get_event_type(self):
expected_trait_values = {
'id_Bar_100': {
'trait_A': 'my_Bar_text',
'trait_B': 101,
'trait_C': 100.123456,
'trait_D': self.start + datetime.timedelta(hours=1)
},
'id_Bar_400': {
'trait_A': 'my_Bar_text',
'trait_B': 401,
'trait_C': 400.123456,
'trait_D': self.start + datetime.timedelta(hours=4)
}
}
event_filter = storage.EventFilter(self.start, self.end, "Bar")
events = self.conn.get_events(event_filter)
self.assertEqual(2, len(events))
self.assertEqual(events[0].event_type, "Bar")
self.assertEqual(events[1].event_type, "Bar")
self.assertEqual(4, len(events[0].traits))
self.assertEqual(4, len(events[1].traits))
for event in events:
trait_values = expected_trait_values.get(event.message_id,
None)
if not trait_values:
self.fail("Unexpected event ID returned:" % event.message_id)
for trait in event.traits:
expected_val = trait_values.get(trait.name)
if not expected_val:
self.fail("Unexpected trait type: %s" % trait.dtype)
self.assertEqual(expected_val, trait.value)
def test_get_event_trait_filter(self):
trait_filters = [{'key': 'trait_B', 'integer': 101}]
event_filter = storage.EventFilter(self.start, self.end,
traits_filter=trait_filters)
events = self.conn.get_events(event_filter)
self.assertEqual(1, len(events))
self.assertEqual(events[0].event_type, "Bar")
self.assertEqual(4, len(events[0].traits))
def test_get_event_multiple_trait_filter(self):
trait_filters = [{'key': 'trait_B', 'integer': 1},
{'key': 'trait_A', 'string': 'my_Foo_text'}]
event_filter = storage.EventFilter(self.start, self.end,
traits_filter=trait_filters)
events = self.conn.get_events(event_filter)
self.assertEqual(1, len(events))
self.assertEqual(events[0].event_type, "Foo")
self.assertEqual(4, len(events[0].traits))
def test_get_event_multiple_trait_filter_expect_none(self):
trait_filters = [{'key': 'trait_B', 'integer': 1},
{'key': 'trait_A', 'string': 'my_Zoo_text'}]
event_filter = storage.EventFilter(self.start, self.end,
traits_filter=trait_filters)
events = self.conn.get_events(event_filter)
self.assertEqual(0, len(events))
def test_get_event_types(self):
event_types = [e for e in
self.conn.get_event_types()]
self.assertEqual(3, len(event_types))
self.assertTrue("Bar" in event_types)
self.assertTrue("Foo" in event_types)
self.assertTrue("Zoo" in event_types)
def test_get_trait_types(self):
trait_types = [tt for tt in
self.conn.get_trait_types("Foo")]
self.assertEqual(4, len(trait_types))
trait_type_names = map(lambda x: x['name'], trait_types)
self.assertIn("trait_A", trait_type_names)
self.assertIn("trait_B", trait_type_names)
self.assertIn("trait_C", trait_type_names)
self.assertIn("trait_D", trait_type_names)
def test_get_trait_types_unknown_event(self):
trait_types = [tt for tt in
self.conn.get_trait_types("Moo")]
self.assertEqual(0, len(trait_types))
def test_get_traits(self):
traits = self.conn.get_traits("Bar")
# format results in a way that makes them easier to work with
trait_dict = {}
for trait in traits:
trait_dict[trait.name] = trait.dtype
self.assertTrue("trait_A" in trait_dict)
self.assertEqual(models.Trait.TEXT_TYPE, trait_dict["trait_A"])
self.assertTrue("trait_B" in trait_dict)
self.assertEqual(models.Trait.INT_TYPE, trait_dict["trait_B"])
self.assertTrue("trait_C" in trait_dict)
self.assertEqual(models.Trait.FLOAT_TYPE, trait_dict["trait_C"])
self.assertTrue("trait_D" in trait_dict)
self.assertEqual(models.Trait.DATETIME_TYPE,
trait_dict["trait_D"])
def test_get_all_traits(self):
traits = self.conn.\
get_traits("Foo")
traits = [t for t in traits]
self.assertEqual(8, len(traits))
trait = traits[0]
self.assertEqual("trait_A", trait.name)
self.assertEqual(models.Trait.TEXT_TYPE, trait.dtype)
def test_simple_get_event_no_traits(self):
new_events = [models.Event("id_notraits", "NoTraits", self.start, [])]
bad_events = self.conn.record_events(new_events)
event_filter = storage.EventFilter(self.start, self.end, "NoTraits")
events = self.conn.get_events(event_filter)
self.assertEqual(0, len(bad_events))
self.assertEqual(1, len(events))
self.assertEqual(events[0].message_id, "id_notraits")
self.assertEqual(events[0].event_type, "NoTraits")
self.assertEqual(0, len(events[0].traits))
def test_simple_get_no_filters(self):
event_filter = storage.EventFilter(None, None, None)
events = self.conn.get_events(event_filter)
self.assertEqual(6, len(events))
def test_get_by_message_id(self):
new_events = [models.Event("id_testid",
"MessageIDTest",
self.start,
[])]
bad_events = self.conn.record_events(new_events)
event_filter = storage.EventFilter(message_id="id_testid")
events = self.conn.get_events(event_filter)
self.assertEqual(0, len(bad_events))
self.assertEqual(1, len(events))
event = events[0]
self.assertEqual("id_testid", event.message_id)
class BigIntegerTest(tests_db.TestBase,
tests_db.MixinTestsWithBackendScenarios):
def test_metadata_bigint(self):
metadata = {'bigint': 99999999999999}
s = sample.Sample(name='name',
type=sample.TYPE_GAUGE,
unit='B',
volume=1,
user_id='user-id',
project_id='project-id',
resource_id='resource-id',
timestamp=datetime.datetime.utcnow(),
resource_metadata=metadata)
msg = utils.meter_message_from_counter(
s, self.CONF.publisher.metering_secret)
self.conn.record_metering_data(msg)