# Copyright 2011 OpenStack LLC. # 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. """ Tests For Least Cost Scheduler """ import copy from nova import test from nova.scheduler import least_cost from nova.tests.scheduler import test_abstract_scheduler MB = 1024 * 1024 class FakeHost(object): def __init__(self, host_id, free_ram, io): self.id = host_id self.free_ram = free_ram self.io = io class WeightedSumTestCase(test.TestCase): def test_empty_domain(self): domain = [] weighted_fns = [] result = least_cost.weighted_sum(domain, weighted_fns) expected = [] self.assertEqual(expected, result) def test_basic_costing(self): hosts = [ FakeHost(1, 512 * MB, 100), FakeHost(2, 256 * MB, 400), FakeHost(3, 512 * MB, 100), ] weighted_fns = [ (1, lambda h: h.free_ram), # Fill-first, free_ram is a *cost* (2, lambda h: h.io), # Avoid high I/O ] costs = least_cost.weighted_sum( domain=hosts, weighted_fns=weighted_fns) # Each 256 MB unit of free-ram contributes 0.5 points by way of: # cost = weight * (score/max_score) = 1 * (256/512) = 0.5 # Each 100 iops of IO adds 0.5 points by way of: # cost = 2 * (100/400) = 2 * 0.25 = 0.5 expected = [1.5, 2.5, 1.5] self.assertEqual(expected, costs) class LeastCostSchedulerTestCase(test.TestCase): def setUp(self): super(LeastCostSchedulerTestCase, self).setUp() class FakeZoneManager: pass zone_manager = FakeZoneManager() states = test_abstract_scheduler.fake_zone_manager_service_states( num_hosts=10) zone_manager.service_states = states self.sched = least_cost.LeastCostScheduler() self.sched.zone_manager = zone_manager def tearDown(self): super(LeastCostSchedulerTestCase, self).tearDown() def assertWeights(self, expected, num, request_spec, hosts): weighted = self.sched.weigh_hosts(request_spec, hosts) self.assertDictListMatch(weighted, expected, approx_equal=True) def test_no_hosts(self): num = 1 request_spec = {} hosts = [] expected = [] self.assertWeights(expected, num, request_spec, hosts) def test_noop_cost_fn(self): self.flags(least_cost_scheduler_cost_functions=[ 'nova.scheduler.least_cost.noop_cost_fn'], noop_cost_fn_weight=1) num = 1 request_spec = {} hosts = self.sched.filter_hosts(num, request_spec) expected = [{"hostname": hostname, "weight": 1, "capabilities": caps} for hostname, caps in hosts] self.assertWeights(expected, num, request_spec, hosts) def test_cost_fn_weights(self): self.flags(least_cost_scheduler_cost_functions=[ 'nova.scheduler.least_cost.noop_cost_fn'], noop_cost_fn_weight=2) num = 1 request_spec = {} hosts = self.sched.filter_hosts(num, request_spec) expected = [{"hostname": hostname, "weight": 2, "capabilities": caps} for hostname, caps in hosts] self.assertWeights(expected, num, request_spec, hosts)