Vehicle-Anti-Theft-Face-Rec.../venv/Lib/site-packages/gcloud/monitoring/test_query.py

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# Copyright 2016 Google Inc. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import unittest2
PROJECT = 'my-project'
METRIC_TYPE = 'compute.googleapis.com/instance/uptime'
METRIC_LABELS = {'instance_name': 'instance-1'}
METRIC_LABELS2 = {'instance_name': 'instance-2'}
RESOURCE_TYPE = 'gce_instance'
RESOURCE_LABELS = {
'project_id': 'my-project',
'zone': 'us-east1-a',
'instance_id': '1234567890123456789',
}
RESOURCE_LABELS2 = {
'project_id': 'my-project',
'zone': 'us-east1-b',
'instance_id': '9876543210987654321',
}
METRIC_KIND = 'DELTA'
VALUE_TYPE = 'DOUBLE'
TS0 = '2016-04-06T22:05:00.042Z'
TS1 = '2016-04-06T22:05:01.042Z'
TS2 = '2016-04-06T22:05:02.042Z'
class TestAligner(unittest2.TestCase):
def _getTargetClass(self):
from gcloud.monitoring.query import Aligner
return Aligner
def test_one(self):
self.assertTrue(hasattr(self._getTargetClass(), 'ALIGN_RATE'))
def test_names(self):
for name in self._getTargetClass().__dict__:
if not name.startswith('_'):
self.assertEqual(getattr(self._getTargetClass(), name), name)
class TestReducer(unittest2.TestCase):
def _getTargetClass(self):
from gcloud.monitoring.query import Reducer
return Reducer
def test_one(self):
self.assertTrue(hasattr(self._getTargetClass(),
'REDUCE_PERCENTILE_99'))
def test_names(self):
for name in self._getTargetClass().__dict__:
if not name.startswith('_'):
self.assertEqual(getattr(self._getTargetClass(), name), name)
class TestQuery(unittest2.TestCase):
def _getTargetClass(self):
from gcloud.monitoring.query import Query
return Query
def _makeOne(self, *args, **kwargs):
return self._getTargetClass()(*args, **kwargs)
def test_constructor_minimal(self):
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client)
self.assertEqual(query._client, client)
self.assertEqual(query._filter.metric_type,
self._getTargetClass().DEFAULT_METRIC_TYPE)
self.assertIsNone(query._start_time)
self.assertIsNone(query._end_time)
self.assertIsNone(query._per_series_aligner)
self.assertIsNone(query._alignment_period_seconds)
self.assertIsNone(query._cross_series_reducer)
self.assertEqual(query._group_by_fields, ())
def test_constructor_maximal(self):
import datetime
T1 = datetime.datetime(2016, 4, 7, 2, 30, 30)
DAYS, HOURS, MINUTES = 1, 2, 3
T0 = T1 - datetime.timedelta(days=DAYS, hours=HOURS, minutes=MINUTES)
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE,
end_time=T1,
days=DAYS, hours=HOURS, minutes=MINUTES)
self.assertEqual(query._client, client)
self.assertEqual(query._filter.metric_type, METRIC_TYPE)
self.assertEqual(query._start_time, T0)
self.assertEqual(query._end_time, T1)
self.assertIsNone(query._per_series_aligner)
self.assertIsNone(query._alignment_period_seconds)
self.assertIsNone(query._cross_series_reducer)
self.assertEqual(query._group_by_fields, ())
def test_constructor_default_end_time(self):
import datetime
from gcloud._testing import _Monkey
from gcloud.monitoring import query as MUT
MINUTES = 5
NOW, T0, T1 = [
datetime.datetime(2016, 4, 7, 2, 30, 30),
datetime.datetime(2016, 4, 7, 2, 25, 0),
datetime.datetime(2016, 4, 7, 2, 30, 0),
]
client = _Client(project=PROJECT, connection=_Connection())
with _Monkey(MUT, _UTCNOW=lambda: NOW):
query = self._makeOne(client, METRIC_TYPE, minutes=MINUTES)
self.assertEqual(query._start_time, T0)
self.assertEqual(query._end_time, T1)
def test_constructor_nonzero_duration_illegal(self):
import datetime
T1 = datetime.datetime(2016, 4, 7, 2, 30, 30)
client = _Client(project=PROJECT, connection=_Connection())
with self.assertRaises(ValueError):
self._makeOne(client, METRIC_TYPE, end_time=T1)
def test_execution_without_interval_illegal(self):
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
with self.assertRaises(ValueError):
list(query)
def test_metric_type(self):
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
self.assertEqual(query.metric_type, METRIC_TYPE)
def test_filter(self):
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
expected = 'metric.type = "{type}"'.format(type=METRIC_TYPE)
self.assertEqual(query.filter, expected)
def test_filter_by_group(self):
GROUP = '1234567'
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
query = query.select_group(GROUP)
expected = (
'metric.type = "{type}"'
' AND group.id = "{group}"'
).format(type=METRIC_TYPE, group=GROUP)
self.assertEqual(query.filter, expected)
def test_filter_by_projects(self):
PROJECT1, PROJECT2 = 'project-1', 'project-2'
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
query = query.select_projects(PROJECT1, PROJECT2)
expected = (
'metric.type = "{type}"'
' AND project = "{project1}" OR project = "{project2}"'
).format(type=METRIC_TYPE, project1=PROJECT1, project2=PROJECT2)
self.assertEqual(query.filter, expected)
def test_filter_by_resources(self):
ZONE_PREFIX = 'europe-'
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
query = query.select_resources(zone_prefix=ZONE_PREFIX)
expected = (
'metric.type = "{type}"'
' AND resource.label.zone = starts_with("{prefix}")'
).format(type=METRIC_TYPE, prefix=ZONE_PREFIX)
self.assertEqual(query.filter, expected)
def test_filter_by_metrics(self):
INSTANCE = 'my-instance'
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
query = query.select_metrics(instance_name=INSTANCE)
expected = (
'metric.type = "{type}"'
' AND metric.label.instance_name = "{instance}"'
).format(type=METRIC_TYPE, instance=INSTANCE)
self.assertEqual(query.filter, expected)
def test_request_parameters_minimal(self):
import datetime
T1 = datetime.datetime(2016, 4, 7, 2, 30, 0)
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
query = query.select_interval(end_time=T1)
actual = list(query._build_query_params())
expected = [
('filter', 'metric.type = "{type}"'.format(type=METRIC_TYPE)),
('interval.endTime', T1.isoformat() + 'Z'),
]
self.assertEqual(actual, expected)
def test_request_parameters_maximal(self):
import datetime
T0 = datetime.datetime(2016, 4, 7, 2, 0, 0)
T1 = datetime.datetime(2016, 4, 7, 2, 30, 0)
ALIGNER = 'ALIGN_DELTA'
MINUTES, SECONDS, PERIOD = 1, 30, '90s'
REDUCER = 'REDUCE_MEAN'
FIELD1, FIELD2 = 'resource.zone', 'metric.instance_name'
PAGE_SIZE = 100
PAGE_TOKEN = 'second-page-please'
client = _Client(project=PROJECT, connection=_Connection())
query = self._makeOne(client, METRIC_TYPE)
query = query.select_interval(start_time=T0, end_time=T1)
query = query.align(ALIGNER, minutes=MINUTES, seconds=SECONDS)
query = query.reduce(REDUCER, FIELD1, FIELD2)
actual = list(query._build_query_params(headers_only=True,
page_size=PAGE_SIZE,
page_token=PAGE_TOKEN))
expected = [
('filter', 'metric.type = "{type}"'.format(type=METRIC_TYPE)),
('interval.endTime', T1.isoformat() + 'Z'),
('interval.startTime', T0.isoformat() + 'Z'),
('aggregation.perSeriesAligner', ALIGNER),
('aggregation.alignmentPeriod', PERIOD),
('aggregation.crossSeriesReducer', REDUCER),
('aggregation.groupByFields', FIELD1),
('aggregation.groupByFields', FIELD2),
('view', 'HEADERS'),
('pageSize', PAGE_SIZE),
('pageToken', PAGE_TOKEN),
]
self.assertEqual(actual, expected)
def test_iteration(self):
import datetime
T0 = datetime.datetime(2016, 4, 6, 22, 5, 0)
T1 = datetime.datetime(2016, 4, 6, 22, 10, 0)
INTERVAL1 = {'startTime': TS0, 'endTime': TS1}
INTERVAL2 = {'startTime': TS1, 'endTime': TS2}
VALUE1 = 60 # seconds
VALUE2 = 60.001 # seconds
SERIES1 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
'points': [
{'interval': INTERVAL2, 'value': {'doubleValue': VALUE1}},
{'interval': INTERVAL1, 'value': {'doubleValue': VALUE1}},
],
}
SERIES2 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS2},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS2},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
'points': [
{'interval': INTERVAL2, 'value': {'doubleValue': VALUE2}},
{'interval': INTERVAL1, 'value': {'doubleValue': VALUE2}},
],
}
RESPONSE = {'timeSeries': [SERIES1, SERIES2]}
connection = _Connection(RESPONSE)
client = _Client(project=PROJECT, connection=connection)
query = self._makeOne(client, METRIC_TYPE)
query = query.select_interval(start_time=T0, end_time=T1)
response = list(query)
self.assertEqual(len(response), 2)
series1, series2 = response
self.assertEqual(series1.metric.labels, METRIC_LABELS)
self.assertEqual(series2.metric.labels, METRIC_LABELS2)
self.assertEqual(series1.resource.labels, RESOURCE_LABELS)
self.assertEqual(series2.resource.labels, RESOURCE_LABELS2)
self.assertEqual([p.value for p in series1.points], [VALUE1, VALUE1])
self.assertEqual([p.value for p in series2.points], [VALUE2, VALUE2])
self.assertEqual([p.end_time for p in series1.points], [TS1, TS2])
self.assertEqual([p.end_time for p in series2.points], [TS1, TS2])
expected_request = {
'method': 'GET',
'path': '/projects/{project}/timeSeries/'.format(project=PROJECT),
'query_params': [
('filter', 'metric.type = "{type}"'.format(type=METRIC_TYPE)),
('interval.endTime', T1.isoformat() + 'Z'),
('interval.startTime', T0.isoformat() + 'Z'),
],
}
request, = connection._requested
self.assertEqual(request, expected_request)
def test_iteration_paged(self):
import copy
import datetime
from gcloud.exceptions import NotFound
T0 = datetime.datetime(2016, 4, 6, 22, 5, 0)
T1 = datetime.datetime(2016, 4, 6, 22, 10, 0)
INTERVAL1 = {'startTime': TS0, 'endTime': TS1}
INTERVAL2 = {'startTime': TS1, 'endTime': TS2}
VALUE1 = 60 # seconds
VALUE2 = 60.001 # seconds
SERIES1 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
'points': [
{'interval': INTERVAL2, 'value': {'doubleValue': VALUE1}},
{'interval': INTERVAL1, 'value': {'doubleValue': VALUE1}},
],
}
SERIES2_PART1 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS2},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS2},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
'points': [
{'interval': INTERVAL2, 'value': {'doubleValue': VALUE2}},
],
}
SERIES2_PART2 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS2},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS2},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
'points': [
{'interval': INTERVAL1, 'value': {'doubleValue': VALUE2}},
],
}
TOKEN = 'second-page-please'
RESPONSE1 = {'timeSeries': [SERIES1, SERIES2_PART1],
'nextPageToken': TOKEN}
RESPONSE2 = {'timeSeries': [SERIES2_PART2]}
connection = _Connection(RESPONSE1, RESPONSE2)
client = _Client(project=PROJECT, connection=connection)
query = self._makeOne(client, METRIC_TYPE)
query = query.select_interval(start_time=T0, end_time=T1)
response = list(query)
self.assertEqual(len(response), 2)
series1, series2 = response
self.assertEqual(series1.metric.labels, METRIC_LABELS)
self.assertEqual(series2.metric.labels, METRIC_LABELS2)
self.assertEqual(series1.resource.labels, RESOURCE_LABELS)
self.assertEqual(series2.resource.labels, RESOURCE_LABELS2)
self.assertEqual([p.value for p in series1.points], [VALUE1, VALUE1])
self.assertEqual([p.value for p in series2.points], [VALUE2, VALUE2])
self.assertEqual([p.end_time for p in series1.points], [TS1, TS2])
self.assertEqual([p.end_time for p in series2.points], [TS1, TS2])
expected_request1 = {
'method': 'GET',
'path': '/projects/{project}/timeSeries/'.format(project=PROJECT),
'query_params': [
('filter', 'metric.type = "{type}"'.format(type=METRIC_TYPE)),
('interval.endTime', T1.isoformat() + 'Z'),
('interval.startTime', T0.isoformat() + 'Z'),
],
}
expected_request2 = copy.deepcopy(expected_request1)
expected_request2['query_params'].append(('pageToken', TOKEN))
request1, request2 = connection._requested
self.assertEqual(request1, expected_request1)
self.assertEqual(request2, expected_request2)
with self.assertRaises(NotFound):
list(query)
def test_iteration_empty(self):
import datetime
T0 = datetime.datetime(2016, 4, 6, 22, 5, 0)
T1 = datetime.datetime(2016, 4, 6, 22, 10, 0)
connection = _Connection({})
client = _Client(project=PROJECT, connection=connection)
query = self._makeOne(client, METRIC_TYPE)
query = query.select_interval(start_time=T0, end_time=T1)
response = list(query)
self.assertEqual(len(response), 0)
expected_request = {
'method': 'GET',
'path': '/projects/{project}/timeSeries/'.format(project=PROJECT),
'query_params': [
('filter', 'metric.type = "{type}"'.format(type=METRIC_TYPE)),
('interval.endTime', T1.isoformat() + 'Z'),
('interval.startTime', T0.isoformat() + 'Z'),
],
}
request, = connection._requested
self.assertEqual(request, expected_request)
def test_iteration_headers_only(self):
import datetime
T0 = datetime.datetime(2016, 4, 6, 22, 5, 0)
T1 = datetime.datetime(2016, 4, 6, 22, 10, 0)
SERIES1 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
}
SERIES2 = {
'metric': {'type': METRIC_TYPE, 'labels': METRIC_LABELS2},
'resource': {'type': RESOURCE_TYPE, 'labels': RESOURCE_LABELS2},
'metricKind': METRIC_KIND,
'valueType': VALUE_TYPE,
}
RESPONSE = {'timeSeries': [SERIES1, SERIES2]}
connection = _Connection(RESPONSE)
client = _Client(project=PROJECT, connection=connection)
query = self._makeOne(client, METRIC_TYPE)
query = query.select_interval(start_time=T0, end_time=T1)
response = list(query.iter(headers_only=True))
self.assertEqual(len(response), 2)
series1, series2 = response
self.assertEqual(series1.metric.labels, METRIC_LABELS)
self.assertEqual(series2.metric.labels, METRIC_LABELS2)
self.assertEqual(series1.resource.labels, RESOURCE_LABELS)
self.assertEqual(series2.resource.labels, RESOURCE_LABELS2)
self.assertEqual(series1.points, [])
self.assertEqual(series2.points, [])
expected_request = {
'method': 'GET',
'path': '/projects/{project}/timeSeries/'.format(project=PROJECT),
'query_params': [
('filter', 'metric.type = "{type}"'.format(type=METRIC_TYPE)),
('interval.endTime', T1.isoformat() + 'Z'),
('interval.startTime', T0.isoformat() + 'Z'),
('view', 'HEADERS'),
],
}
request, = connection._requested
self.assertEqual(request, expected_request)
class Test_Filter(unittest2.TestCase):
def _getTargetClass(self):
from gcloud.monitoring.query import _Filter
return _Filter
def _makeOne(self, metric_type):
return self._getTargetClass()(metric_type)
def test_minimal(self):
obj = self._makeOne(METRIC_TYPE)
expected = 'metric.type = "{type}"'.format(type=METRIC_TYPE)
self.assertEqual(str(obj), expected)
def test_maximal(self):
obj = self._makeOne(METRIC_TYPE)
obj.group_id = '1234567'
obj.projects = 'project-1', 'project-2'
obj.select_resources(resource_type='some-resource',
resource_label='foo')
obj.select_metrics(metric_label_prefix='bar-')
expected = (
'metric.type = "{type}"'
' AND group.id = "1234567"'
' AND project = "project-1" OR project = "project-2"'
' AND resource.label.resource_label = "foo"'
' AND resource.type = "some-resource"'
' AND metric.label.metric_label = starts_with("bar-")'
).format(type=METRIC_TYPE)
self.assertEqual(str(obj), expected)
class Test__build_label_filter(unittest2.TestCase):
def _callFUT(self, *args, **kwargs):
from gcloud.monitoring.query import _build_label_filter
return _build_label_filter(*args, **kwargs)
def test_no_labels(self):
self.assertEqual(self._callFUT('resource'), '')
def test_label_is_none(self):
self.assertEqual(self._callFUT('resource', foo=None), '')
def test_metric_labels(self):
actual = self._callFUT(
'metric',
alpha_prefix='a-',
beta_gamma_suffix='-b',
delta_epsilon='xyz',
)
expected = (
'metric.label.alpha = starts_with("a-")'
' AND metric.label.beta_gamma = ends_with("-b")'
' AND metric.label.delta_epsilon = "xyz"'
)
self.assertEqual(actual, expected)
def test_resource_labels(self):
actual = self._callFUT(
'resource',
alpha_prefix='a-',
beta_gamma_suffix='-b',
delta_epsilon='xyz',
)
expected = (
'resource.label.alpha = starts_with("a-")'
' AND resource.label.beta_gamma = ends_with("-b")'
' AND resource.label.delta_epsilon = "xyz"'
)
self.assertEqual(actual, expected)
def test_raw_label_filters(self):
actual = self._callFUT(
'resource',
'resource.label.alpha = starts_with("a-")',
'resource.label.beta_gamma = ends_with("-b")',
'resource.label.delta_epsilon = "xyz"',
)
expected = (
'resource.label.alpha = starts_with("a-")'
' AND resource.label.beta_gamma = ends_with("-b")'
' AND resource.label.delta_epsilon = "xyz"'
)
self.assertEqual(actual, expected)
def test_resource_type(self):
actual = self._callFUT('resource', resource_type='foo')
expected = 'resource.type = "foo"'
self.assertEqual(actual, expected)
def test_resource_type_prefix(self):
actual = self._callFUT('resource', resource_type_prefix='foo-')
expected = 'resource.type = starts_with("foo-")'
self.assertEqual(actual, expected)
def test_resource_type_suffix(self):
actual = self._callFUT('resource', resource_type_suffix='-foo')
expected = 'resource.type = ends_with("-foo")'
self.assertEqual(actual, expected)
class Test__format_timestamp(unittest2.TestCase):
def _callFUT(self, timestamp):
from gcloud.monitoring.query import _format_timestamp
return _format_timestamp(timestamp)
def test_naive(self):
from datetime import datetime
TIMESTAMP = datetime(2016, 4, 5, 13, 30, 0)
timestamp = self._callFUT(TIMESTAMP)
self.assertEqual(timestamp, '2016-04-05T13:30:00Z')
def test_with_timezone(self):
from datetime import datetime
from gcloud._helpers import UTC
TIMESTAMP = datetime(2016, 4, 5, 13, 30, 0, tzinfo=UTC)
timestamp = self._callFUT(TIMESTAMP)
self.assertEqual(timestamp, '2016-04-05T13:30:00Z')
class _Connection(object):
def __init__(self, *responses):
self._responses = list(responses)
self._requested = []
def api_request(self, **kwargs):
from gcloud.exceptions import NotFound
self._requested.append(kwargs)
try:
return self._responses.pop(0)
except IndexError:
raise NotFound('miss')
class _Client(object):
def __init__(self, project, connection):
self.project = project
self.connection = connection