Add host/rack network affinity costs/constraints.
Change-Id: I87433442071fcb62654239c33f2f3a84f0abd979
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57
nova/scheduler/solvers/costs/host_network_affinity_cost.py
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nova/scheduler/solvers/costs/host_network_affinity_cost.py
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# Copyright (c) 2014 Cisco Systems, Inc.
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# All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may
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# not use this file except in compliance with the License. You may obtain
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# a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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# License for the specific language governing permissions and limitations
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# under the License.
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"""Host network cost."""
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from nova.openstack.common import log as logging
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from nova.scheduler.solvers import costs as solvercosts
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from oslo.config import cfg
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LOG = logging.getLogger(__name__)
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CONF = cfg.CONF
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class HostNetworkAffinityCost(solvercosts.BaseCost):
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"""The cost is evaluated by the existence of
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requested networks in hosts.
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"""
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def get_cost_matrix(self, hosts, instance_uuids, request_spec,
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filter_properties):
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"""Calculate the cost matrix."""
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num_hosts = len(hosts)
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if instance_uuids:
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num_instances = len(instance_uuids)
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else:
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num_instances = request_spec.get('num_instances', 1)
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costs = [[0 for j in range(num_instances)]
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for i in range(num_hosts)]
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requested_networks = filter_properties.get('requested_networks', None)
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if requested_networks is None:
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return costs
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for i in range(num_hosts):
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host_cost = 0
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for network_id, requested_ip, port_id in requested_networks:
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if network_id:
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if network_id in hosts[i].networks:
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host_cost -= 1
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costs[i] = [host_cost for j in range(num_instances)]
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return costs
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57
nova/scheduler/solvers/costs/rack_network_affinity_cost.py
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nova/scheduler/solvers/costs/rack_network_affinity_cost.py
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# Copyright (c) 2014 Cisco Systems, Inc.
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# All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may
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# not use this file except in compliance with the License. You may obtain
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# a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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# License for the specific language governing permissions and limitations
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# under the License.
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"""Rack network cost."""
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from nova.openstack.common import log as logging
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from nova.scheduler.solvers import costs as solvercosts
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from oslo.config import cfg
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LOG = logging.getLogger(__name__)
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CONF = cfg.CONF
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class RackNetworkAffinityCost(solvercosts.BaseCost):
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"""The cost is evaluated by the existence of
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requested networks in racks.
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"""
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def get_cost_matrix(self, hosts, instance_uuids, request_spec,
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filter_properties):
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"""Calculate the cost matrix."""
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num_hosts = len(hosts)
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if instance_uuids:
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num_instances = len(instance_uuids)
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else:
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num_instances = request_spec.get('num_instances', 1)
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costs = [[0 for j in range(num_instances)]
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for i in range(num_hosts)]
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requested_networks = filter_properties.get('requested_networks', None)
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if requested_networks is None:
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return costs
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for i in range(num_hosts):
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host_cost = 0
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for network_id, requested_ip, port_id in requested_networks:
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if network_id:
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if network_id in sum(hosts[i].rack_networks.values(), []):
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host_cost -= 1
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costs[i] = [host_cost for j in range(num_instances)]
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return costs
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# Copyright (c) 2014 Cisco Systems Inc.
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# All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may
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# not use this file except in compliance with the License. You may obtain
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# a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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# License for the specific language governing permissions and limitations
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# under the License.
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from oslo.config import cfg
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from nova.openstack.common import log as logging
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from nova.scheduler.solvers import linearconstraints
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max_host_networks_opts = [
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cfg.IntOpt('max_networks_per_host',
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default=4094,
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help='The maximum number of networks allowed in a host')
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]
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CONF = cfg.CONF
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CONF.register_opts(max_host_networks_opts)
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LOG = logging.getLogger(__name__)
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class NumNetworksPerHostConstraint(
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linearconstraints.BaseLinearConstraint):
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"""Constraint that specifies the maximum number of networks that
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each host can launch.
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"""
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# The linear constraint should be formed as:
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# coeff_matrix * var_matrix' (operator) (constants)
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# where (operator) is ==, >, >=, <, <=, !=, etc.
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# For convenience, the (constants) is merged into left-hand-side,
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# thus the right-hand-side is 0.
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def get_coefficient_vectors(self, variables, hosts, instance_uuids,
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request_spec, filter_properties):
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"""Calculate the coeffivient vectors."""
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# The coefficient for each variable is 1 and constant in
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# each constraint is -(max_instances_per_host)
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usable_network_nums = [self._get_usable_network_num(hosts[i])
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for i in range(self.num_hosts)]
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requested_networks = filter_properties.get('requested_networks', None)
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num_new_networks = [0 for i in range(self.num_hosts)]
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for i in range(self.num_hosts):
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for network_id, requested_ip, port_id in requested_networks:
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if network_id:
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if network_id not in hosts[i].networks:
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num_new_networks[i] += 1
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coefficient_vectors = [
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[num_new_networks[i] - usable_network_nums[i]
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for j in range(self.num_instances)]
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for i in range(self.num_hosts)]
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return coefficient_vectors
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def get_variable_vectors(self, variables, hosts, instance_uuids,
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request_spec, filter_properties):
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"""Reorganize the variables."""
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# The variable_matrix[i,j] denotes the relationship between
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# host[i] and instance[j].
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variable_vectors = []
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variable_vectors = [[variables[i][j] for j in range(
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self.num_instances)] for i in range(self.num_hosts)]
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return variable_vectors
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def get_operations(self, variables, hosts, instance_uuids, request_spec,
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filter_properties):
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"""Set operations for each constraint function."""
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# Operations are '<='.
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operations = [(lambda x: x <= 0) for i in range(self.num_hosts)]
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return operations
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def _get_usable_network_num(self, host_state):
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"""This method returns the usable number of network
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for the given host.
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"""
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num_networks = len(host_state.networks)
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max_networks_allowed = CONF.max_networks_per_host
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usable_network_num = max_networks_allowed - num_networks
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return usable_network_num
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# Copyright (c) 2014 Cisco Systems Inc.
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# All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may
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# not use this file except in compliance with the License. You may obtain
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# a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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# License for the specific language governing permissions and limitations
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# under the License.
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from oslo.config import cfg
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from nova.openstack.common import log as logging
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from nova.scheduler.solvers import linearconstraints
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max_rack_networks_opts = [
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cfg.IntOpt('max_networks_per_rack',
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default=4094,
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help='The maximum number of networks allowed in a rack')
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]
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CONF = cfg.CONF
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CONF.register_opts(max_rack_networks_opts)
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LOG = logging.getLogger(__name__)
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class NumNetworksPerRackConstraint(
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linearconstraints.BaseLinearConstraint):
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"""Constraint that specifies the maximum number of networks that
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each rack can launch.
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"""
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# The linear constraint should be formed as:
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# coeff_matrix * var_matrix' (operator) (constants)
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# where (operator) is ==, >, >=, <, <=, !=, etc.
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# For convenience, the (constants) is merged into left-hand-side,
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# thus the right-hand-side is 0.
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def get_coefficient_vectors(self, variables, hosts, instance_uuids,
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request_spec, filter_properties):
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"""Calculate the coeffivient vectors."""
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# The coefficient for each variable is 1 and constant in
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# each constraint is -(max_instances_per_host)
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requested_networks = filter_properties.get('requested_networks', None)
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max_networks_allowed = CONF.max_networks_per_rack
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host_coeffs = [1 for i in range(self.num_hosts)]
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for i in range(self.num_hosts):
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rack_networks = hosts[i].rack_networks
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for rack in rack_networks.keys():
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this_rack_networks = rack_networks[rack]
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num_networks = len(this_rack_networks)
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num_new_networks = 0
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for network_id, requested_ip, port_id in requested_networks:
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if network_id:
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if network_id not in this_rack_networks:
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num_new_networks += 1
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if num_networks + num_new_networks > max_networks_allowed:
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host_coeffs[i] = -1
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break
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coefficient_vectors = [
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[host_coeffs[i] for j in range(self.num_instances)]
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for i in range(self.num_hosts)]
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return coefficient_vectors
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def get_variable_vectors(self, variables, hosts, instance_uuids,
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request_spec, filter_properties):
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"""Reorganize the variables."""
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# The variable_matrix[i,j] denotes the relationship between
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# host[i] and instance[j].
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variable_vectors = []
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variable_vectors = [[variables[i][j] for j in range(
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self.num_instances)] for i in range(self.num_hosts)]
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return variable_vectors
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def get_operations(self, variables, hosts, instance_uuids, request_spec,
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filter_properties):
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"""Set operations for each constraint function."""
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# Operations are '>='.
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operations = [(lambda x: x >= 0) for i in range(self.num_hosts)]
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return operations
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