Source code for ceilometer.compute.pollsters.disk

#
# Copyright 2012 eNovance <licensing@enovance.com>
# Copyright 2012 Red Hat, Inc
# Copyright 2014 Cisco Systems, Inc
#
# 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 abc
import collections

import six

import ceilometer
from ceilometer.compute import pollsters
from ceilometer.compute.pollsters import util
from ceilometer.compute.virt import inspector as virt_inspector
from ceilometer.i18n import _, _LW
from ceilometer.openstack.common import log
from ceilometer import sample

LOG = log.getLogger(__name__)


DiskIOData = collections.namedtuple(
    'DiskIOData',
    'r_bytes r_requests w_bytes w_requests per_disk_requests',
)

DiskRateData = collections.namedtuple('DiskRateData',
                                      ['read_bytes_rate',
                                       'read_requests_rate',
                                       'write_bytes_rate',
                                       'write_requests_rate',
                                       'per_disk_rate'])

DiskLatencyData = collections.namedtuple('DiskLatencyData',
                                         ['disk_latency',
                                          'per_disk_latency'])

DiskIOPSData = collections.namedtuple('DiskIOPSData',
                                      ['iops_count',
                                       'per_disk_iops'])

DiskInfoData = collections.namedtuple('DiskInfoData',
                                      ['capacity',
                                       'allocation',
                                       'physical',
                                       'per_disk_info'])


@six.add_metaclass(abc.ABCMeta)
class _Base(pollsters.BaseComputePollster):

    DISKIO_USAGE_MESSAGE = ' '.join(["DISKIO USAGE:",
                                     "%s %s:",
                                     "read-requests=%d",
                                     "read-bytes=%d",
                                     "write-requests=%d",
                                     "write-bytes=%d",
                                     "errors=%d",
                                     ])

    CACHE_KEY_DISK = 'diskio'

    def _populate_cache(self, inspector, cache, instance):
        i_cache = cache.setdefault(self.CACHE_KEY_DISK, {})
        if instance.id not in i_cache:
            r_bytes = 0
            r_requests = 0
            w_bytes = 0
            w_requests = 0
            per_device_read_bytes = {}
            per_device_read_requests = {}
            per_device_write_bytes = {}
            per_device_write_requests = {}
            for disk, info in inspector.inspect_disks(instance):
                LOG.debug(self.DISKIO_USAGE_MESSAGE,
                          instance, disk.device, info.read_requests,
                          info.read_bytes, info.write_requests,
                          info.write_bytes, info.errors)
                r_bytes += info.read_bytes
                r_requests += info.read_requests
                w_bytes += info.write_bytes
                w_requests += info.write_requests
                # per disk data
                per_device_read_bytes[disk.device] = info.read_bytes
                per_device_read_requests[disk.device] = info.read_requests
                per_device_write_bytes[disk.device] = info.write_bytes
                per_device_write_requests[disk.device] = info.write_requests
            per_device_requests = {
                'read_bytes': per_device_read_bytes,
                'read_requests': per_device_read_requests,
                'write_bytes': per_device_write_bytes,
                'write_requests': per_device_write_requests,
            }
            i_cache[instance.id] = DiskIOData(
                r_bytes=r_bytes,
                r_requests=r_requests,
                w_bytes=w_bytes,
                w_requests=w_requests,
                per_disk_requests=per_device_requests,
            )
        return i_cache[instance.id]

    @abc.abstractmethod
    def _get_samples(instance, c_data):
        """Return one or more Sample."""

    def get_samples(self, manager, cache, resources):
        for instance in resources:
            instance_name = util.instance_name(instance)
            try:
                c_data = self._populate_cache(
                    self.inspector,
                    cache,
                    instance,
                )
                for s in self._get_samples(instance, c_data):
                    yield s
            except virt_inspector.InstanceNotFoundException as err:
                # Instance was deleted while getting samples. Ignore it.
                LOG.debug(_('Exception while getting samples %s'), err)
            except virt_inspector.InstanceShutOffException as e:
                LOG.warn(_LW('Instance %(instance_id)s was shut off while '
                             'getting samples of %(pollster)s: %(exc)s'),
                         {'instance_id': instance.id,
                          'pollster': self.__class__.__name__, 'exc': e})
            except ceilometer.NotImplementedError:
                # Selected inspector does not implement this pollster.
                LOG.debug(_('%(inspector)s does not provide data for '
                            ' %(pollster)s'),
                          {'inspector': self.inspector.__class__.__name__,
                           'pollster': self.__class__.__name__})
            except Exception as err:
                LOG.exception(_('Ignoring instance %(name)s: %(error)s'),
                              {'name': instance_name, 'error': err})


[docs]class ReadRequestsPollster(_Base): @staticmethod def _get_samples(instance, c_data): return [util.make_sample_from_instance( instance, name='disk.read.requests', type=sample.TYPE_CUMULATIVE, unit='request', volume=c_data.r_requests, additional_metadata={ 'device': c_data.per_disk_requests['read_requests'].keys()} )]
[docs]class PerDeviceReadRequestsPollster(_Base): @staticmethod def _get_samples(instance, c_data): samples = [] for disk, value in six.iteritems(c_data.per_disk_requests[ 'read_requests']): samples.append(util.make_sample_from_instance( instance, name='disk.device.read.requests', type=sample.TYPE_CUMULATIVE, unit='request', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class ReadBytesPollster(_Base): @staticmethod def _get_samples(instance, c_data): return [util.make_sample_from_instance( instance, name='disk.read.bytes', type=sample.TYPE_CUMULATIVE, unit='B', volume=c_data.r_bytes, additional_metadata={ 'device': c_data.per_disk_requests['read_bytes'].keys()}, )]
[docs]class PerDeviceReadBytesPollster(_Base): @staticmethod def _get_samples(instance, c_data): samples = [] for disk, value in six.iteritems(c_data.per_disk_requests[ 'read_bytes']): samples.append(util.make_sample_from_instance( instance, name='disk.device.read.bytes', type=sample.TYPE_CUMULATIVE, unit='B', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class WriteRequestsPollster(_Base): @staticmethod def _get_samples(instance, c_data): return [util.make_sample_from_instance( instance, name='disk.write.requests', type=sample.TYPE_CUMULATIVE, unit='request', volume=c_data.w_requests, additional_metadata={ 'device': c_data.per_disk_requests['write_requests'].keys()}, )]
[docs]class PerDeviceWriteRequestsPollster(_Base): @staticmethod def _get_samples(instance, c_data): samples = [] for disk, value in six.iteritems(c_data.per_disk_requests[ 'write_requests']): samples.append(util.make_sample_from_instance( instance, name='disk.device.write.requests', type=sample.TYPE_CUMULATIVE, unit='request', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class WriteBytesPollster(_Base): @staticmethod def _get_samples(instance, c_data): return [util.make_sample_from_instance( instance, name='disk.write.bytes', type=sample.TYPE_CUMULATIVE, unit='B', volume=c_data.w_bytes, additional_metadata={ 'device': c_data.per_disk_requests['write_bytes'].keys()}, )]
[docs]class PerDeviceWriteBytesPollster(_Base): @staticmethod def _get_samples(instance, c_data): samples = [] for disk, value in six.iteritems(c_data.per_disk_requests[ 'write_bytes']): samples.append(util.make_sample_from_instance( instance, name='disk.device.write.bytes', type=sample.TYPE_CUMULATIVE, unit='B', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
@six.add_metaclass(abc.ABCMeta) class _DiskRatesPollsterBase(pollsters.BaseComputePollster): CACHE_KEY_DISK_RATE = 'diskio-rate' def _populate_cache(self, inspector, cache, instance): i_cache = cache.setdefault(self.CACHE_KEY_DISK_RATE, {}) if instance.id not in i_cache: r_bytes_rate = 0 r_requests_rate = 0 w_bytes_rate = 0 w_requests_rate = 0 per_disk_r_bytes_rate = {} per_disk_r_requests_rate = {} per_disk_w_bytes_rate = {} per_disk_w_requests_rate = {} disk_rates = inspector.inspect_disk_rates( instance, self._inspection_duration) for disk, info in disk_rates: r_bytes_rate += info.read_bytes_rate r_requests_rate += info.read_requests_rate w_bytes_rate += info.write_bytes_rate w_requests_rate += info.write_requests_rate per_disk_r_bytes_rate[disk.device] = info.read_bytes_rate per_disk_r_requests_rate[disk.device] = info.read_requests_rate per_disk_w_bytes_rate[disk.device] = info.write_bytes_rate per_disk_w_requests_rate[disk.device] = ( info.write_requests_rate) per_disk_rate = { 'read_bytes_rate': per_disk_r_bytes_rate, 'read_requests_rate': per_disk_r_requests_rate, 'write_bytes_rate': per_disk_w_bytes_rate, 'write_requests_rate': per_disk_w_requests_rate, } i_cache[instance.id] = DiskRateData( r_bytes_rate, r_requests_rate, w_bytes_rate, w_requests_rate, per_disk_rate ) return i_cache[instance.id] @abc.abstractmethod def _get_samples(self, instance, disk_rates_info): """Return one or more Sample.""" def get_samples(self, manager, cache, resources): self._inspection_duration = self._record_poll_time() for instance in resources: try: disk_rates_info = self._populate_cache( self.inspector, cache, instance, ) for disk_rate in self._get_samples(instance, disk_rates_info): yield disk_rate except virt_inspector.InstanceNotFoundException as err: # Instance was deleted while getting samples. Ignore it. LOG.debug(_('Exception while getting samples %s'), err) except ceilometer.NotImplementedError: # Selected inspector does not implement this pollster. LOG.debug(_('%(inspector)s does not provide data for ' ' %(pollster)s'), {'inspector': self.inspector.__class__.__name__, 'pollster': self.__class__.__name__}) except Exception as err: instance_name = util.instance_name(instance) LOG.exception(_('Ignoring instance %(name)s: %(error)s'), {'name': instance_name, 'error': err})
[docs]class ReadBytesRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): return [util.make_sample_from_instance( instance, name='disk.read.bytes.rate', type=sample.TYPE_GAUGE, unit='B/s', volume=disk_rates_info.read_bytes_rate, additional_metadata={ 'device': disk_rates_info.per_disk_rate[ 'read_bytes_rate'].keys()}, )]
[docs]class PerDeviceReadBytesRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): samples = [] for disk, value in six.iteritems(disk_rates_info.per_disk_rate[ 'read_bytes_rate']): samples.append(util.make_sample_from_instance( instance, name='disk.device.read.bytes.rate', type=sample.TYPE_GAUGE, unit='B/s', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class ReadRequestsRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): return [util.make_sample_from_instance( instance, name='disk.read.requests.rate', type=sample.TYPE_GAUGE, unit='requests/s', volume=disk_rates_info.read_requests_rate, additional_metadata={ 'device': disk_rates_info.per_disk_rate[ 'read_requests_rate'].keys()}, )]
[docs]class PerDeviceReadRequestsRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): samples = [] for disk, value in six.iteritems(disk_rates_info.per_disk_rate[ 'read_requests_rate']): samples.append(util.make_sample_from_instance( instance, name='disk.device.read.requests.rate', type=sample.TYPE_GAUGE, unit='requests/s', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class WriteBytesRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): return [util.make_sample_from_instance( instance, name='disk.write.bytes.rate', type=sample.TYPE_GAUGE, unit='B/s', volume=disk_rates_info.write_bytes_rate, additional_metadata={ 'device': disk_rates_info.per_disk_rate[ 'write_bytes_rate'].keys()}, )]
[docs]class PerDeviceWriteBytesRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): samples = [] for disk, value in six.iteritems(disk_rates_info.per_disk_rate[ 'write_bytes_rate']): samples.append(util.make_sample_from_instance( instance, name='disk.device.write.bytes.rate', type=sample.TYPE_GAUGE, unit='B/s', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class WriteRequestsRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): return [util.make_sample_from_instance( instance, name='disk.write.requests.rate', type=sample.TYPE_GAUGE, unit='requests/s', volume=disk_rates_info.write_requests_rate, additional_metadata={ 'device': disk_rates_info.per_disk_rate[ 'write_requests_rate'].keys()}, )]
[docs]class PerDeviceWriteRequestsRatePollster(_DiskRatesPollsterBase): def _get_samples(self, instance, disk_rates_info): samples = [] for disk, value in six.iteritems(disk_rates_info.per_disk_rate[ 'write_requests_rate']): samples.append(util.make_sample_from_instance( instance, name='disk.device.write.requests.rate', type=sample.TYPE_GAUGE, unit='requests/s', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
@six.add_metaclass(abc.ABCMeta) class _DiskLatencyPollsterBase(pollsters.BaseComputePollster): CACHE_KEY_DISK_LATENCY = 'disk-latency' def _populate_cache(self, inspector, cache, instance): i_cache = cache.setdefault(self.CACHE_KEY_DISK_LATENCY, {}) if instance.id not in i_cache: latency = 0 per_device_latency = {} disk_rates = inspector.inspect_disk_latency(instance) for disk, stats in disk_rates: latency += stats.disk_latency per_device_latency[disk.device] = ( stats.disk_latency) per_disk_latency = { 'disk_latency': per_device_latency } i_cache[instance.id] = DiskLatencyData( latency, per_disk_latency ) return i_cache[instance.id] @abc.abstractmethod def _get_samples(self, instance, disk_rates_info): """Return one or more Sample.""" def get_samples(self, manager, cache, resources): for instance in resources: try: disk_latency_info = self._populate_cache( self.inspector, cache, instance, ) for disk_latency in self._get_samples(instance, disk_latency_info): yield disk_latency except virt_inspector.InstanceNotFoundException as err: # Instance was deleted while getting samples. Ignore it. LOG.debug(_('Exception while getting samples %s'), err) except ceilometer.NotImplementedError: # Selected inspector does not implement this pollster. LOG.debug(_('%(inspector)s does not provide data for ' ' %(pollster)s'), {'inspector': self.inspector.__class__.__name__, 'pollster': self.__class__.__name__}) except Exception as err: instance_name = util.instance_name(instance) LOG.exception(_('Ignoring instance %(name)s: %(error)s'), {'name': instance_name, 'error': err})
[docs]class DiskLatencyPollster(_DiskLatencyPollsterBase): def _get_samples(self, instance, disk_latency_info): return [util.make_sample_from_instance( instance, name='disk.latency', type=sample.TYPE_GAUGE, unit='ms', volume=disk_latency_info.disk_latency / 1000 )]
[docs]class PerDeviceDiskLatencyPollster(_DiskLatencyPollsterBase): def _get_samples(self, instance, disk_latency_info): samples = [] for disk, value in six.iteritems(disk_latency_info.per_disk_latency[ 'disk_latency']): samples.append(util.make_sample_from_instance( instance, name='disk.device.latency', type=sample.TYPE_GAUGE, unit='ms', volume=value / 1000, resource_id="%s-%s" % (instance.id, disk) )) return samples
class _DiskIOPSPollsterBase(pollsters.BaseComputePollster): CACHE_KEY_DISK_IOPS = 'disk-iops' def _populate_cache(self, inspector, cache, instance): i_cache = cache.setdefault(self.CACHE_KEY_DISK_IOPS, {}) if instance.id not in i_cache: iops = 0 per_device_iops = {} disk_iops_count = inspector.inspect_disk_iops(instance) for disk, stats in disk_iops_count: iops += stats.iops_count per_device_iops[disk.device] = (stats.iops_count) per_disk_iops = { 'iops_count': per_device_iops } i_cache[instance.id] = DiskIOPSData( iops, per_disk_iops ) return i_cache[instance.id] @abc.abstractmethod def _get_samples(self, instance, disk_rates_info): """Return one or more Sample.""" def get_samples(self, manager, cache, resources): for instance in resources: try: disk_iops_info = self._populate_cache( self.inspector, cache, instance, ) for disk_iops in self._get_samples(instance, disk_iops_info): yield disk_iops except virt_inspector.InstanceNotFoundException as err: # Instance was deleted while getting samples. Ignore it. LOG.debug(_('Exception while getting samples %s'), err) except ceilometer.NotImplementedError: # Selected inspector does not implement this pollster. LOG.debug(_('%(inspector)s does not provide data for ' '%(pollster)s'), {'inspector': self.inspector.__class__.__name__, 'pollster': self.__class__.__name__}) except Exception as err: instance_name = util.instance_name(instance) LOG.exception(_('Ignoring instance %(name)s: %(error)s'), {'name': instance_name, 'error': err})
[docs]class DiskIOPSPollster(_DiskIOPSPollsterBase): def _get_samples(self, instance, disk_iops_info): return [util.make_sample_from_instance( instance, name='disk.iops', type=sample.TYPE_GAUGE, unit='count/s', volume=disk_iops_info.iops_count )]
[docs]class PerDeviceDiskIOPSPollster(_DiskIOPSPollsterBase): def _get_samples(self, instance, disk_iops_info): samples = [] for disk, value in six.iteritems(disk_iops_info.per_disk_iops[ 'iops_count']): samples.append(util.make_sample_from_instance( instance, name='disk.device.iops', type=sample.TYPE_GAUGE, unit='count/s', volume=value, resource_id="%s-%s" % (instance.id, disk) )) return samples
@six.add_metaclass(abc.ABCMeta) class _DiskInfoPollsterBase(pollsters.BaseComputePollster): CACHE_KEY_DISK_INFO = 'diskinfo' def _populate_cache(self, inspector, cache, instance): i_cache = cache.setdefault(self.CACHE_KEY_DISK_INFO, {}) if instance.id not in i_cache: all_capacity = 0 all_allocation = 0 all_physical = 0 per_disk_capacity = {} per_disk_allocation = {} per_disk_physical = {} disk_info = inspector.inspect_disk_info( instance) for disk, info in disk_info: all_capacity += info.capacity all_allocation += info.allocation all_physical += info.physical per_disk_capacity[disk.device] = info.capacity per_disk_allocation[disk.device] = info.allocation per_disk_physical[disk.device] = info.physical per_disk_info = { 'capacity': per_disk_capacity, 'allocation': per_disk_allocation, 'physical': per_disk_physical, } i_cache[instance.id] = DiskInfoData( all_capacity, all_allocation, all_physical, per_disk_info ) return i_cache[instance.id] @abc.abstractmethod def _get_samples(self, instance, disk_info): """Return one or more Sample.""" def get_samples(self, manager, cache, resources): for instance in resources: try: disk_size_info = self._populate_cache( self.inspector, cache, instance, ) for disk_info in self._get_samples(instance, disk_size_info): yield disk_info except virt_inspector.InstanceNotFoundException as err: # Instance was deleted while getting samples. Ignore it. LOG.debug(_('Exception while getting samples %s'), err) except virt_inspector.InstanceShutOffException as e: LOG.warn(_LW('Instance %(instance_id)s was shut off while ' 'getting samples of %(pollster)s: %(exc)s'), {'instance_id': instance.id, 'pollster': self.__class__.__name__, 'exc': e}) except ceilometer.NotImplementedError: # Selected inspector does not implement this pollster. LOG.debug(_('%(inspector)s does not provide data for ' ' %(pollster)s'), ( {'inspector': self.inspector.__class__.__name__, 'pollster': self.__class__.__name__})) except Exception as err: instance_name = util.instance_name(instance) LOG.exception(_('Ignoring instance %(name)s ' '(%(instance_id)s) : %(error)s') % ( {'name': instance_name, 'instance_id': instance.id, 'error': err}))
[docs]class CapacityPollster(_DiskInfoPollsterBase): def _get_samples(self, instance, disk_info): return [util.make_sample_from_instance( instance, name='disk.capacity', type=sample.TYPE_GAUGE, unit='B', volume=disk_info.capacity, additional_metadata={ 'device': disk_info.per_disk_info[ 'capacity'].keys()}, )]
[docs]class PerDeviceCapacityPollster(_DiskInfoPollsterBase): def _get_samples(self, instance, disk_info): samples = [] for disk, value in six.iteritems(disk_info.per_disk_info[ 'capacity']): samples.append(util.make_sample_from_instance( instance, name='disk.device.capacity', type=sample.TYPE_GAUGE, unit='B', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class AllocationPollster(_DiskInfoPollsterBase): def _get_samples(self, instance, disk_info): return [util.make_sample_from_instance( instance, name='disk.allocation', type=sample.TYPE_GAUGE, unit='B', volume=disk_info.allocation, additional_metadata={ 'device': disk_info.per_disk_info[ 'allocation'].keys()}, )]
[docs]class PerDeviceAllocationPollster(_DiskInfoPollsterBase): def _get_samples(self, instance, disk_info): samples = [] for disk, value in six.iteritems(disk_info.per_disk_info[ 'allocation']): samples.append(util.make_sample_from_instance( instance, name='disk.device.allocation', type=sample.TYPE_GAUGE, unit='B', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples
[docs]class PhysicalPollster(_DiskInfoPollsterBase): def _get_samples(self, instance, disk_info): return [util.make_sample_from_instance( instance, name='disk.usage', type=sample.TYPE_GAUGE, unit='B', volume=disk_info.physical, additional_metadata={ 'device': disk_info.per_disk_info[ 'physical'].keys()}, )]
[docs]class PerDevicePhysicalPollster(_DiskInfoPollsterBase): def _get_samples(self, instance, disk_info): samples = [] for disk, value in six.iteritems(disk_info.per_disk_info[ 'physical']): samples.append(util.make_sample_from_instance( instance, name='disk.device.usage', type=sample.TYPE_GAUGE, unit='B', volume=value, resource_id="%s-%s" % (instance.id, disk), )) return samples