Move to tooz hash ring implementation
This changes the ironic driver to use the hash ring implementation from tooz, which is nearly identical to ironic.common.hash_ring. Change-Id: I4200be2035067622604e5aa70e025594bcd0a801 Depends-On: Ic1f8b89b819ace8df9b15c61eaf9bf136ad3166b
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b08e536831
@ -122,5 +122,5 @@ driver actions such as take-over or clean-up.
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.. _Conductor service: ../api/ironic.conductor.manager.html
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.. _Conductor service: ../api/ironic.conductor.manager.html
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.. _DB API: ../api/ironic.db.api.html
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.. _DB API: ../api/ironic.db.api.html
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.. _diskimage-builder: http://docs.openstack.org/developer/diskimage-builder/
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.. _diskimage-builder: http://docs.openstack.org/developer/diskimage-builder/
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.. _consistent hashing algorithm: ../api/ironic.common.hash_ring.html
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.. _consistent hashing algorithm: http://docs.openstack.org/developer/tooz/tutorial/hashring.html
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.. _periodic: http://docs.openstack.org/developer/futurist/api.html#futurist.periodics.periodic
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.. _periodic: http://docs.openstack.org/developer/futurist/api.html#futurist.periodics.periodic
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@ -13,12 +13,10 @@
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# License for the specific language governing permissions and limitations
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# License for the specific language governing permissions and limitations
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# under the License.
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# under the License.
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import bisect
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import hashlib
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import threading
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import threading
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import time
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import time
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import six
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from tooz import hashring
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from ironic.common import exception
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from ironic.common import exception
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from ironic.common.i18n import _
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from ironic.common.i18n import _
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@ -26,113 +24,6 @@ from ironic.conf import CONF
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from ironic.db import api as dbapi
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from ironic.db import api as dbapi
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class HashRing(object):
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"""A stable hash ring.
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We map item N to a host Y based on the closest lower hash:
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- hash(item) -> partition
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- hash(host) -> divider
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- closest lower divider is the host to use
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- we hash each host many times to spread load more finely
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as otherwise adding a host gets (on average) 50% of the load of
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just one other host assigned to it.
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"""
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def __init__(self, hosts, replicas=None):
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"""Create a new hash ring across the specified hosts.
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:param hosts: an iterable of hosts which will be mapped.
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:param replicas: number of hosts to map to each hash partition,
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or len(hosts), which ever is lesser.
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Default: CONF.hash_distribution_replicas
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"""
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if replicas is None:
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replicas = CONF.hash_distribution_replicas
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try:
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self.hosts = set(hosts)
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self.replicas = replicas if replicas <= len(hosts) else len(hosts)
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except TypeError:
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raise exception.Invalid(
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_("Invalid hosts supplied when building HashRing."))
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self._host_hashes = {}
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for host in hosts:
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key = str(host).encode('utf8')
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key_hash = hashlib.md5(key)
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for p in range(2 ** CONF.hash_partition_exponent):
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key_hash.update(key)
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hashed_key = self._hash2int(key_hash)
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self._host_hashes[hashed_key] = host
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# Gather the (possibly colliding) resulting hashes into a bisectable
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# list.
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self._partitions = sorted(self._host_hashes.keys())
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def _hash2int(self, key_hash):
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"""Convert the given hash's digest to a numerical value for the ring.
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:returns: An integer equivalent value of the digest.
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"""
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return int(key_hash.hexdigest(), 16)
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def _get_partition(self, data):
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try:
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if six.PY3 and data is not None:
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data = data.encode('utf-8')
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key_hash = hashlib.md5(data)
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hashed_key = self._hash2int(key_hash)
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position = bisect.bisect(self._partitions, hashed_key)
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return position if position < len(self._partitions) else 0
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except TypeError:
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raise exception.Invalid(
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_("Invalid data supplied to HashRing.get_hosts."))
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def get_hosts(self, data, ignore_hosts=None):
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"""Get the list of hosts which the supplied data maps onto.
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:param data: A string identifier to be mapped across the ring.
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:param ignore_hosts: A list of hosts to skip when performing the hash.
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Useful to temporarily skip down hosts without
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performing a full rebalance.
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Default: None.
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:returns: a list of hosts.
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The length of this list depends on the number of replicas
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this `HashRing` was created with. It may be less than this
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if ignore_hosts is not None.
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"""
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hosts = []
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if ignore_hosts is None:
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ignore_hosts = set()
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else:
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ignore_hosts = set(ignore_hosts)
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ignore_hosts.intersection_update(self.hosts)
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partition = self._get_partition(data)
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for replica in range(0, self.replicas):
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if len(hosts) + len(ignore_hosts) == len(self.hosts):
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# prevent infinite loop - cannot allocate more fallbacks.
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break
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# Linear probing: partition N, then N+1 etc.
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host = self._get_host(partition)
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while host in hosts or host in ignore_hosts:
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partition += 1
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if partition >= len(self._partitions):
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partition = 0
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host = self._get_host(partition)
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hosts.append(host)
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return hosts
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def _get_host(self, partition):
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"""Find what host is serving a partition.
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:param partition: The index of the partition in the partition map.
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e.g. 0 is the first partition, 1 is the second.
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:return: The host object the ring was constructed with.
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"""
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return self._host_hashes[self._partitions[partition]]
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class HashRingManager(object):
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class HashRingManager(object):
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_hash_rings = None
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_hash_rings = None
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_lock = threading.Lock()
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_lock = threading.Lock()
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@ -161,7 +52,8 @@ class HashRingManager(object):
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d2c = self.dbapi.get_active_driver_dict()
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d2c = self.dbapi.get_active_driver_dict()
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for driver_name, hosts in d2c.items():
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for driver_name, hosts in d2c.items():
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rings[driver_name] = HashRing(hosts)
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rings[driver_name] = hashring.HashRing(
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hosts, partitions=2 ** CONF.hash_partition_exponent)
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return rings
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return rings
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@classmethod
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@classmethod
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@ -26,7 +26,7 @@ from oslo_utils import excutils
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from ironic.common import context as ironic_context
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from ironic.common import context as ironic_context
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from ironic.common import driver_factory
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from ironic.common import driver_factory
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from ironic.common import exception
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from ironic.common import exception
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from ironic.common import hash_ring as hash
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from ironic.common import hash_ring
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from ironic.common.i18n import _, _LC, _LE, _LI, _LW
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from ironic.common.i18n import _, _LC, _LE, _LI, _LW
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from ironic.common import rpc
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from ironic.common import rpc
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from ironic.common import states
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from ironic.common import states
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@ -78,7 +78,7 @@ class BaseConductorManager(object):
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check_and_reject=rejection_func)
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check_and_reject=rejection_func)
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"""Executor for performing tasks async."""
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"""Executor for performing tasks async."""
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self.ring_manager = hash.HashRingManager()
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self.ring_manager = hash_ring.HashRingManager()
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"""Consistent hash ring which maps drivers to conductors."""
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"""Consistent hash ring which maps drivers to conductors."""
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# NOTE(deva): these calls may raise DriverLoadError or DriverNotFound
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# NOTE(deva): these calls may raise DriverLoadError or DriverNotFound
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@ -302,7 +302,9 @@ class BaseConductorManager(object):
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except exception.DriverNotFound:
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except exception.DriverNotFound:
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return False
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return False
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return self.host in ring.get_hosts(node_uuid)
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return self.host in ring.get_nodes(
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node_uuid.encode('utf-8'),
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replicas=CONF.hash_distribution_replicas)
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def _fail_if_in_state(self, context, filters, provision_state,
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def _fail_if_in_state(self, context, filters, provision_state,
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sort_key, callback_method=None,
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sort_key, callback_method=None,
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@ -34,11 +34,12 @@ locked by each conductor when performing actions which change the state of that
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node; these locks are represented by the
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node; these locks are represented by the
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:py:class:`ironic.conductor.task_manager.TaskManager` class.
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:py:class:`ironic.conductor.task_manager.TaskManager` class.
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A :py:class:`ironic.common.hash_ring.HashRing` is used to distribute nodes
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A `tooz.hashring.HashRing
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across the set of active conductors which support each node's driver.
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<https://git.openstack.org/cgit/openstack/tooz/tree/tooz/hashring.py>`_
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Rebalancing this ring can trigger various actions by each conductor, such as
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is used to distribute nodes across the set of active conductors which support
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building or tearing down the TFTP environment for a node, notifying Neutron of
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each node's driver. Rebalancing this ring can trigger various actions by each
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a change, etc.
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conductor, such as building or tearing down the TFTP environment for a node,
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notifying Neutron of a change, etc.
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"""
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"""
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import collections
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import collections
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@ -27,6 +27,7 @@ from ironic.common import hash_ring
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from ironic.common.i18n import _
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from ironic.common.i18n import _
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from ironic.common import rpc
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from ironic.common import rpc
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from ironic.conductor import manager
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from ironic.conductor import manager
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from ironic.conf import CONF
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from ironic.objects import base as objects_base
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from ironic.objects import base as objects_base
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@ -119,8 +120,9 @@ class ConductorAPI(object):
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try:
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try:
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ring = self.ring_manager[node.driver]
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ring = self.ring_manager[node.driver]
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dest = ring.get_hosts(node.uuid)
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dest = ring.get_nodes(node.uuid.encode('utf-8'),
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return self.topic + "." + dest[0]
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replicas=CONF.hash_distribution_replicas)
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return '%s.%s' % (self.topic, dest.pop())
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except exception.DriverNotFound:
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except exception.DriverNotFound:
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reason = (_('No conductor service registered which supports '
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reason = (_('No conductor service registered which supports '
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'driver %s.') % node.driver)
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'driver %s.') % node.driver)
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"""
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"""
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self.ring_manager.reset()
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self.ring_manager.reset()
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hash_ring = self.ring_manager[driver_name]
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ring = self.ring_manager[driver_name]
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host = random.choice(list(hash_ring.hosts))
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host = random.choice(list(ring.nodes))
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return self.topic + "." + host
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return self.topic + "." + host
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def create_node(self, context, node_obj, topic=None):
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def create_node(self, context, node_obj, topic=None):
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@ -13,205 +13,17 @@
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# License for the specific language governing permissions and limitations
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# License for the specific language governing permissions and limitations
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# under the License.
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# under the License.
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import hashlib
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import time
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import time
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import mock
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from oslo_config import cfg
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from oslo_config import cfg
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from testtools import matchers
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from ironic.common import exception
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from ironic.common import exception
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from ironic.common import hash_ring
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from ironic.common import hash_ring
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from ironic.tests import base
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from ironic.tests.unit.db import base as db_base
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from ironic.tests.unit.db import base as db_base
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CONF = cfg.CONF
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CONF = cfg.CONF
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class HashRingTestCase(base.TestCase):
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# NOTE(deva): the mapping used in these tests is as follows:
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# if hosts = [foo, bar]:
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# fake -> foo, bar
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# if hosts = [foo, bar, baz]:
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# fake -> foo, bar, baz
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# fake-again -> bar, baz, foo
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@mock.patch.object(hashlib, 'md5', autospec=True)
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def test__hash2int_returns_int(self, mock_md5):
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CONF.set_override('hash_partition_exponent', 0)
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r1 = 32 * 'a'
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r2 = 32 * 'b'
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mock_md5.return_value.hexdigest.side_effect = [r1, r2]
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hosts = ['foo', 'bar']
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replicas = 1
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ring = hash_ring.HashRing(hosts, replicas=replicas)
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self.assertIn(int(r1, 16), ring._host_hashes)
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self.assertIn(int(r2, 16), ring._host_hashes)
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def test_create_ring(self):
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hosts = ['foo', 'bar']
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replicas = 2
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ring = hash_ring.HashRing(hosts, replicas=replicas)
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self.assertEqual(set(hosts), ring.hosts)
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self.assertEqual(replicas, ring.replicas)
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def test_create_with_different_partition_counts(self):
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hosts = ['foo', 'bar']
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CONF.set_override('hash_partition_exponent', 2)
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ring = hash_ring.HashRing(hosts)
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self.assertEqual(2 ** 2 * 2, len(ring._partitions))
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CONF.set_override('hash_partition_exponent', 8)
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ring = hash_ring.HashRing(hosts)
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self.assertEqual(2 ** 8 * 2, len(ring._partitions))
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CONF.set_override('hash_partition_exponent', 16)
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ring = hash_ring.HashRing(hosts)
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self.assertEqual(2 ** 16 * 2, len(ring._partitions))
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def test_distribution_one_replica(self):
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hosts = ['foo', 'bar', 'baz']
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ring = hash_ring.HashRing(hosts, replicas=1)
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fake_1_hosts = ring.get_hosts('fake')
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fake_2_hosts = ring.get_hosts('fake-again')
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# We should have one hosts for each thing
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self.assertThat(fake_1_hosts, matchers.HasLength(1))
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self.assertThat(fake_2_hosts, matchers.HasLength(1))
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# And they must not be the same answers even on this simple data.
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self.assertNotEqual(fake_1_hosts, fake_2_hosts)
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def test_distribution_two_replicas(self):
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hosts = ['foo', 'bar', 'baz']
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ring = hash_ring.HashRing(hosts, replicas=2)
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fake_1_hosts = ring.get_hosts('fake')
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fake_2_hosts = ring.get_hosts('fake-again')
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# We should have two hosts for each thing
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self.assertThat(fake_1_hosts, matchers.HasLength(2))
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self.assertThat(fake_2_hosts, matchers.HasLength(2))
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# And they must not be the same answers even on this simple data
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# because if they were we'd be making the active replica a hot spot.
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self.assertNotEqual(fake_1_hosts, fake_2_hosts)
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def test_distribution_three_replicas(self):
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hosts = ['foo', 'bar', 'baz']
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ring = hash_ring.HashRing(hosts, replicas=3)
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fake_1_hosts = ring.get_hosts('fake')
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fake_2_hosts = ring.get_hosts('fake-again')
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# We should have two hosts for each thing
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self.assertThat(fake_1_hosts, matchers.HasLength(3))
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self.assertThat(fake_2_hosts, matchers.HasLength(3))
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# And they must not be the same answers even on this simple data
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# because if they were we'd be making the active replica a hot spot.
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self.assertNotEqual(fake_1_hosts, fake_2_hosts)
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self.assertNotEqual(fake_1_hosts[0], fake_2_hosts[0])
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def test_ignore_hosts(self):
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hosts = ['foo', 'bar', 'baz']
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ring = hash_ring.HashRing(hosts, replicas=1)
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equals_bar_or_baz = matchers.MatchesAny(
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matchers.Equals(['bar']),
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matchers.Equals(['baz']))
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self.assertThat(
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ring.get_hosts('fake', ignore_hosts=['foo']),
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equals_bar_or_baz)
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self.assertThat(
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ring.get_hosts('fake', ignore_hosts=['foo', 'bar']),
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equals_bar_or_baz)
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self.assertEqual([], ring.get_hosts('fake', ignore_hosts=hosts))
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def test_ignore_hosts_with_replicas(self):
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hosts = ['foo', 'bar', 'baz']
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ring = hash_ring.HashRing(hosts, replicas=2)
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self.assertEqual(
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|
||||||
set(['bar', 'baz']),
|
|
||||||
set(ring.get_hosts('fake', ignore_hosts=['foo'])))
|
|
||||||
self.assertEqual(
|
|
||||||
set(['baz']),
|
|
||||||
set(ring.get_hosts('fake', ignore_hosts=['foo', 'bar'])))
|
|
||||||
self.assertEqual(
|
|
||||||
set(['baz', 'foo']),
|
|
||||||
set(ring.get_hosts('fake-again', ignore_hosts=['bar'])))
|
|
||||||
self.assertEqual(
|
|
||||||
set(['foo']),
|
|
||||||
set(ring.get_hosts('fake-again', ignore_hosts=['bar', 'baz'])))
|
|
||||||
self.assertEqual([], ring.get_hosts('fake', ignore_hosts=hosts))
|
|
||||||
|
|
||||||
def _compare_rings(self, nodes, conductors, ring,
|
|
||||||
new_conductors, new_ring):
|
|
||||||
delta = {}
|
|
||||||
mapping = dict((node, ring.get_hosts(node)[0]) for node in nodes)
|
|
||||||
new_mapping = dict(
|
|
||||||
(node, new_ring.get_hosts(node)[0]) for node in nodes)
|
|
||||||
|
|
||||||
for key, old in mapping.items():
|
|
||||||
new = new_mapping.get(key, None)
|
|
||||||
if new != old:
|
|
||||||
delta[key] = (old, new)
|
|
||||||
return delta
|
|
||||||
|
|
||||||
def test_rebalance_stability_join(self):
|
|
||||||
num_conductors = 10
|
|
||||||
num_nodes = 10000
|
|
||||||
# Adding 1 conductor to a set of N should move 1/(N+1) of all nodes
|
|
||||||
# Eg, for a cluster of 10 nodes, adding one should move 1/11, or 9%
|
|
||||||
# We allow for 1/N to allow for rounding in tests.
|
|
||||||
redistribution_factor = 1.0 / num_conductors
|
|
||||||
|
|
||||||
nodes = [str(x) for x in range(num_nodes)]
|
|
||||||
conductors = [str(x) for x in range(num_conductors)]
|
|
||||||
new_conductors = conductors + ['new']
|
|
||||||
delta = self._compare_rings(
|
|
||||||
nodes, conductors, hash_ring.HashRing(conductors),
|
|
||||||
new_conductors, hash_ring.HashRing(new_conductors))
|
|
||||||
|
|
||||||
self.assertLess(len(delta), num_nodes * redistribution_factor)
|
|
||||||
|
|
||||||
def test_rebalance_stability_leave(self):
|
|
||||||
num_conductors = 10
|
|
||||||
num_nodes = 10000
|
|
||||||
# Removing 1 conductor from a set of N should move 1/(N) of all nodes
|
|
||||||
# Eg, for a cluster of 10 nodes, removing one should move 1/10, or 10%
|
|
||||||
# We allow for 1/(N-1) to allow for rounding in tests.
|
|
||||||
redistribution_factor = 1.0 / (num_conductors - 1)
|
|
||||||
|
|
||||||
nodes = [str(x) for x in range(num_nodes)]
|
|
||||||
conductors = [str(x) for x in range(num_conductors)]
|
|
||||||
new_conductors = conductors[:]
|
|
||||||
new_conductors.pop()
|
|
||||||
delta = self._compare_rings(
|
|
||||||
nodes, conductors, hash_ring.HashRing(conductors),
|
|
||||||
new_conductors, hash_ring.HashRing(new_conductors))
|
|
||||||
|
|
||||||
self.assertLess(len(delta), num_nodes * redistribution_factor)
|
|
||||||
|
|
||||||
def test_more_replicas_than_hosts(self):
|
|
||||||
hosts = ['foo', 'bar']
|
|
||||||
ring = hash_ring.HashRing(hosts, replicas=10)
|
|
||||||
self.assertEqual(set(hosts), set(ring.get_hosts('fake')))
|
|
||||||
|
|
||||||
def test_ignore_non_existent_host(self):
|
|
||||||
hosts = ['foo', 'bar']
|
|
||||||
ring = hash_ring.HashRing(hosts, replicas=1)
|
|
||||||
self.assertEqual(['foo'], ring.get_hosts('fake',
|
|
||||||
ignore_hosts=['baz']))
|
|
||||||
|
|
||||||
def test_create_ring_invalid_data(self):
|
|
||||||
hosts = None
|
|
||||||
self.assertRaises(exception.Invalid,
|
|
||||||
hash_ring.HashRing,
|
|
||||||
hosts)
|
|
||||||
|
|
||||||
def test_get_hosts_invalid_data(self):
|
|
||||||
hosts = ['foo', 'bar']
|
|
||||||
ring = hash_ring.HashRing(hosts)
|
|
||||||
self.assertRaises(exception.Invalid,
|
|
||||||
ring.get_hosts,
|
|
||||||
None)
|
|
||||||
|
|
||||||
|
|
||||||
class HashRingManagerTestCase(db_base.DbTestCase):
|
class HashRingManagerTestCase(db_base.DbTestCase):
|
||||||
|
|
||||||
def setUp(self):
|
def setUp(self):
|
||||||
@ -231,7 +43,7 @@ class HashRingManagerTestCase(db_base.DbTestCase):
|
|||||||
def test_hash_ring_manager_get_ring_success(self):
|
def test_hash_ring_manager_get_ring_success(self):
|
||||||
self.register_conductors()
|
self.register_conductors()
|
||||||
ring = self.ring_manager['driver1']
|
ring = self.ring_manager['driver1']
|
||||||
self.assertEqual(sorted(['host1', 'host2']), sorted(ring.hosts))
|
self.assertEqual(sorted(['host1', 'host2']), sorted(ring.nodes))
|
||||||
|
|
||||||
def test_hash_ring_manager_driver_not_found(self):
|
def test_hash_ring_manager_driver_not_found(self):
|
||||||
self.register_conductors()
|
self.register_conductors()
|
||||||
|
6
releasenotes/notes/add-tooz-dep-85c56c74733a222d.yaml
Normal file
6
releasenotes/notes/add-tooz-dep-85c56c74733a222d.yaml
Normal file
@ -0,0 +1,6 @@
|
|||||||
|
---
|
||||||
|
upgrade:
|
||||||
|
- |
|
||||||
|
Adds a new dependency on the
|
||||||
|
`tooz library <https://pypi.python.org/pypi/tooz>`_, as the consistent
|
||||||
|
hash ring code was moved out of ironic and into tooz.
|
@ -41,3 +41,4 @@ oslo.versionedobjects>=1.17.0 # Apache-2.0
|
|||||||
jsonschema!=2.5.0,<3.0.0,>=2.0.0 # MIT
|
jsonschema!=2.5.0,<3.0.0,>=2.0.0 # MIT
|
||||||
psutil<2.0.0,>=1.1.1 # BSD
|
psutil<2.0.0,>=1.1.1 # BSD
|
||||||
futurist!=0.15.0,>=0.11.0 # Apache-2.0
|
futurist!=0.15.0,>=0.11.0 # Apache-2.0
|
||||||
|
tooz>=1.47.0 # Apache-2.0
|
||||||
|
Loading…
Reference in New Issue
Block a user