build.stats.AggregateStats.request() - Code Metrics - Inspection of "Merge pull request #40 from josemauro/master" - kytos/of_stats - Measure and Improve Code Quality continuously with Scrutinizer

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Push — master ( 8301e9...ef307d )

by Humberto

created 2020-05-14 18:53 UTC

build.stats.AggregateStats.request() A

↳ Parent: build.stats

Complexity

Conditions

Size

Total Lines	7
Code Lines	6

Duplication

Lines	0
Ratio	0 %

Code Coverage

Tests	1
CRAP Score	1.512

Importance

Changes

Metric	Value
cc	1
eloc	6
nop	2
dl	0
loc	7
ccs	1
cts	5
cp	0.2
crap	1.512
rs	10
c	0
b	0
f	0

"""Module with Classes to handle statistics."""
import time
from abc import ABCMeta, abstractmethod
from pathlib import Path

import pyof.v0x01.controller2switch.common as v0x01
import rrdtool
# pylint: disable=C0411,C0412
from pyof.v0x01.common.phy_port import Port
from pyof.v0x01.controller2switch.common import AggregateStatsRequest
from pyof.v0x01.controller2switch.stats_request import StatsRequest, StatsType
from pyof.v0x04.controller2switch import multipart_request as v0x04
from pyof.v0x04.controller2switch.common import MultipartType
from pyof.v0x04.controller2switch.multipart_request import MultipartRequest

from kytos.core import KytosEvent, log
# v0x01 and v0x04 PortStats are version independent
from napps.kytos.of_core.flow import FlowFactory
from napps.kytos.of_core.flow import PortStats as OFCorePortStats

# Disable warning about ungrouped pyof imports due to isort
from . import settings


class Stats(metaclass=ABCMeta):
    """Abstract class for Statistics implementation."""

    rrd = None

    def __init__(self, msg_out_buffer):
        """Store a reference to the controller's msg_out buffer.

        Args:
            msg_out_buffer: Where to send events.

        """
        self._buffer = msg_out_buffer

    @abstractmethod
    def request(self, conn):
        """Request statistics."""

    @abstractmethod
    def listen(self, switch, stats):
        """Listen statistic replies."""

    def _send_event(self, req, conn):
        event = KytosEvent(
            name='kytos/of_stats.messages.out.ofpt_stats_request',
            content={'message': req, 'destination': conn})
        self._buffer.put(event)


class RRD:
    """Round-robin database for keeping stats.

    It store statistics every :data:`STATS_INTERVAL`.
    """

    def __init__(self, app_folder, data_sources):
        """Specify a folder to store RRDs.

        Args:
            app_folder (str): Parent folder for dpids folders.
            data_sources (iterable): Data source names (e.g. tx_bytes,
                rx_bytes).

        """
        self._app = app_folder
        self._ds = data_sources

    def update(self, index, tstamp=None, **ds_values):
        """Add a row to rrd file of *dpid* and *_id*.

        Args:
            dpid (str): Switch dpid.
            index (list of str): Index for the RRD database. Examples:
                [dpid], [dpid, port_no], [dpid, table id, flow hash].
            tstamp (str, int): Unix timestamp in seconds. Defaults to now.

        Create rrd if necessary.

        """
        if tstamp is None:
            tstamp = 'N'
        rrd = self.get_or_create_rrd(index)
        data = ':'.join(str(ds_values[ds]) for ds in self._ds)
        with settings.RRD_LOCK:
            rrdtool.update(rrd, '{}:{}'.format(tstamp, data))

    def get_rrd(self, index):
        """Return path of the RRD file for *dpid* with *basename*.

        If rrd doesn't exist, it is *not* created.

        Args:
            index (iterable of str): Index for the RRD database. Examples:
                [dpid], [dpid, port_no], [dpid, table id, flow hash].

        Returns:
            str: Absolute RRD path.

        See Also:
            :meth:`get_or_create_rrd`

        """
        path = settings.DIR / self._app
        folders, basename = index[:-1], index[-1]
        for folder in folders:
            path = path / folder
        path = path / '{}.rrd'.format(basename)
        return str(path)

    def get_or_create_rrd(self, index, tstamp=None):
        """If rrd is not found, create it.

        Args:
            index (list of str): Index for the RRD database. Examples:
                [dpid], [dpid, port_no], [dpid, table id, flow hash].
            tstamp (str, int): Value for start argument of RRD creation.

        """
        if tstamp is None:
            tstamp = 'N'

        rrd = self.get_rrd(index)
        if not Path(rrd).exists():
            log.debug('Creating rrd for app %s, index %s.', self._app, index)
            parent = Path(rrd).parent
            if not parent.exists():
                # We may have concurrency problems creating a folder
                parent.mkdir(parents=True, exist_ok=True)
            self.create_rrd(rrd, tstamp)
        return rrd

    def create_rrd(self, rrd, tstamp=None):
        """Create an RRD file.

        Args:
            rrd (str): Path of RRD file to be created.
            tstamp (str, int): Unix timestamp in seconds for RRD creation.
                Defaults to now.

        """
        def get_counter(ds_value):
            """Return a DS for rrd creation."""
            return 'DS:{}:COUNTER:{}:{}:{}'.format(ds_value, settings.TIMEOUT,
                                                   settings.MIN, settings.MAX)

        if tstamp is None:
            tstamp = 'N'
        options = [rrd, '--start', str(tstamp), '--step',
                   str(settings.STATS_INTERVAL)]
        options.extend([get_counter(ds) for ds in self._ds])
        options.extend(self._get_archives())
        with settings.RRD_LOCK:
            rrdtool.create(*options)

    # pylint: disable=R0914
    def fetch(self, index, start=None, end=None, n_points=None):
        """Fetch average values from rrd.

        Args:
            index (list of str): Index for the RRD database. Examples:
                [dpid], [dpid, port_no], [dpid, table id, flow hash].
            start (str, int): Unix timestamp in seconds for the first stats.
                Defaults to be old enough to have the latest n_points
                available (now - n_points * settings.STATS_INTERVAL).
            end (str, int): Unix timestamp in seconds for the last stats.
                Defaults to current time.
            n_points (int): Number of points to return. May return more if
                there is no matching resolution in the RRD file, or less if
                there is no records for all the time range.
                Defaults to as many points as possible.

        Returns:
            A tuple with:

            1. Iterator over timestamps
            2. Column (DS) names
            3. List of rows as tuples

        """
        rrd = self.get_rrd(index)
        if not Path(rrd).exists():
            msg = 'RRD for app {} and index {} not found'.format(self._app,
                                                                 index)
            raise FileNotFoundError(msg)

        # Use integers to calculate resolution
        start, end = self._calc_start_end(start, end, n_points, rrd)

        # Find the best matching resolution for returning n_points.
        res_args = []
        if n_points is not None and isinstance(start, int) \
                and isinstance(end, int):
            resolution = (end - start) // n_points
            if resolution > 0:
                res_args.extend(['-a', '-r', '{}s'.format(resolution)])

        args = [rrd, 'AVERAGE', '--start', str(start), '--end', str(end)]
        args.extend(res_args)
        with settings.RRD_LOCK:
            tstamps, cols, rows = rrdtool.fetch(*args)
        start, stop, step = tstamps
        # rrdtool range is different from Python's.
        return range(start + step, stop + 1, step), cols, rows

    @staticmethod
    def _calc_start_end(start, end, n_points, rrd):
        """Calculate start and end values for fetch command."""
        # Use integers to calculate resolution
        if end is None:
            end = int(time.time())
        if start is None:  # Latest n_points
            start = end - n_points * settings.STATS_INTERVAL
        elif start == 'first':  # Usually empty because 'first' is too old
            with settings.RRD_LOCK:
                start = rrdtool.first(rrd)

        # For RRDtool to include start and end timestamps.
        if isinstance(start, int):
            start -= 1
        if isinstance(end, int):
            end -= 1

        return start, end

    def fetch_latest(self, index):
        """Fetch only the value for now.

        Return zero values if there are no values recorded.
        """
        start = 'end-{}s'.format(settings.STATS_INTERVAL * 3)  # two rows
        try:
            tstamps, cols, rows = self.fetch(index, start, end='now')
        except FileNotFoundError:
            # No RRD for port, so it will return zero values
            return {}
        # Last rows may have future timestamp and be empty
        latest = None
        min_tstamp = int(time.time()) - settings.STATS_INTERVAL * 2
        # Search backwards for non-null values
        for tstamp, row in zip(tstamps[::-1], rows[::-1]):
            if row[0] is not None and tstamp > min_tstamp:
                latest = row
        # If no values are found, add zeros.
        if not latest:
            latest = [0] * len(cols)
        return dict(zip(cols, latest))

    @classmethod
    def _get_archives(cls):
        """Averaged for all Data Sources."""
        averages = []
        # One month stats for the following periods:
        for steps in ('1m', '2m', '4m', '8m', '15m', '30m', '1h', '2h', '4h'
                      '8h', '12h', '1d', '2d', '3d', '6d', '10d', '15d'):
            averages.append('RRA:AVERAGE:{}:{}:{}'.format(settings.XFF, steps,
                                                          settings.PERIOD))
        # averages = ['RRA:AVERAGE:0:1:1d']  # More samples for testing
        return averages


class PortStats(Stats):
    """Deal with PortStats messages."""

    rrd = RRD('ports', [rt + 'x_' + stat for stat in
                        ('bytes', 'dropped', 'errors') for rt in 'rt'])

    def request(self, conn):
        """Ask for port stats."""
        request = self._get_versioned_request(conn.protocol.version)
        self._send_event(request, conn)
        log.debug('PortStats request for switch %s sent.', conn.switch.id)

    @staticmethod
    def _get_versioned_request(of_version):
        if of_version == 0x01:
            return StatsRequest(
                body_type=StatsType.OFPST_PORT,
                body=v0x01.PortStatsRequest(Port.OFPP_NONE))  # All ports
        return MultipartRequest(
            multipart_type=MultipartType.OFPMP_PORT_STATS,
            body=v0x04.PortStatsRequest())

    @classmethod
    def listen(cls, switch, ports_stats):
        """Receive port stats."""
        debug_msg = 'Received port %s stats of switch %s: rx_bytes %s,' \
                    ' tx_bytes %s, rx_dropped %s, tx_dropped %s,' \
                    ' rx_errors %s, tx_errors %s'

        for port_stat in ports_stats:
            cls._update_controller_interface(switch, port_stat)
            cls.rrd.update((switch.id, port_stat.port_no.value),
                           rx_bytes=port_stat.rx_bytes.value,
                           tx_bytes=port_stat.tx_bytes.value,
                           rx_dropped=port_stat.rx_dropped.value,
                           tx_dropped=port_stat.tx_dropped.value,
                           rx_errors=port_stat.rx_errors.value,
                           tx_errors=port_stat.tx_errors.value)

            log.debug(debug_msg, port_stat.port_no.value, switch.id,
                      port_stat.rx_bytes.value, port_stat.tx_bytes.value,
                      port_stat.rx_dropped.value, port_stat.tx_dropped.value,
                      port_stat.rx_errors.value, port_stat.tx_errors.value)

    @staticmethod
    def _update_controller_interface(switch, port_stats):
        port_no = port_stats.port_no.value
        iface = switch.get_interface_by_port_no(port_no)
        if iface is not None:
            if iface.stats is None:
                iface.stats = OFCorePortStats()
            iface.stats.update(port_stats)


class AggregateStats(Stats):
    """Deal with AggregateStats message."""

    _rrd = RRD('aggr', ('packet_count', 'byte_count', 'flow_count'))

    def request(self, conn):
        """Ask for flow stats."""
        body = AggregateStatsRequest()  # Port.OFPP_NONE and All Tables
        req = StatsRequest(body_type=StatsType.OFPST_AGGREGATE, body=body)
        self._send_event(req, conn)
        log.debug('Aggregate Stats request for switch %s sent.',
                  conn.switch.dpid)

    @classmethod
    def listen(cls, switch, aggregate_stats):
        """Receive flow stats."""
        debug_msg = 'Received aggregate stats from switch {}:' \
                    ' packet_count {}, byte_count {}, flow_count {}'

        for aggregate in aggregate_stats:
            # need to choose the _id to aggregate_stats
            # this class isn't used yet.
            cls.rrd.update((switch.id,),
                           packet_count=aggregate.packet_count.value,
                           byte_count=aggregate.byte_count.value,
                           flow_count=aggregate.flow_count.value)

            log.debug(debug_msg, switch.id, aggregate.packet_count.value,
                      aggregate.byte_count.value, aggregate.flow_count.value)


class FlowStats(Stats):
    """Deal with FlowStats message."""

    rrd = RRD('flows', ('packet_count', 'byte_count'))

    def request(self, conn):
        """Ask for flow stats."""
        request = self._get_versioned_request(conn.protocol.version)
        self._send_event(request, conn)
        log.debug('FlowStats request for switch %s sent.', conn.switch.id)

    @staticmethod
    def _get_versioned_request(of_version):
        if of_version == 0x01:
            return StatsRequest(
                body_type=StatsType.OFPST_FLOW,
                body=v0x01.FlowStatsRequest())
        return MultipartRequest(
            multipart_type=MultipartType.OFPMP_FLOW,
            body=v0x04.FlowStatsRequest())

    @classmethod
    def listen(cls, switch, flows_stats):
        """Receive flow stats."""
        flow_class = FlowFactory.get_class(switch)
        for flow_stat in flows_stats:
            flow = flow_class.from_of_flow_stats(flow_stat, switch)

            # Update controller's flow
            controller_flow = switch.get_flow_by_id(flow.id)
            if controller_flow:
                controller_flow.stats = flow.stats

            # Update RRD database
            cls.rrd.update((switch.id, flow.id),
                           packet_count=flow.stats.packet_count,
                           byte_count=flow.stats.byte_count)


1		"""Module with Classes to handle statistics."""
2	1	import time
3	1	from abc import ABCMeta, abstractmethod
4	1	from pathlib import Path
5
6	1	import pyof.v0x01.controller2switch.common as v0x01
7	1	import rrdtool
8		# pylint: disable=C0411,C0412
9	1	from pyof.v0x01.common.phy_port import Port
10	1	from pyof.v0x01.controller2switch.common import AggregateStatsRequest
11	1	from pyof.v0x01.controller2switch.stats_request import StatsRequest, StatsType
12	1	from pyof.v0x04.controller2switch import multipart_request as v0x04
13	1	from pyof.v0x04.controller2switch.common import MultipartType
14	1	from pyof.v0x04.controller2switch.multipart_request import MultipartRequest
15
16	1	from kytos.core import KytosEvent, log
17		# v0x01 and v0x04 PortStats are version independent
18	1	from napps.kytos.of_core.flow import FlowFactory
19	1	from napps.kytos.of_core.flow import PortStats as OFCorePortStats
20
21		# Disable warning about ungrouped pyof imports due to isort
22	1	from . import settings
23
24
25	1	class Stats(metaclass=ABCMeta):
26		"""Abstract class for Statistics implementation."""
27
28	1	rrd = None
29
30	1	def __init__(self, msg_out_buffer):
31		"""Store a reference to the controller's msg_out buffer.
32
33		Args:
34		msg_out_buffer: Where to send events.
35
36		"""
37		self._buffer = msg_out_buffer
38
39	1	@abstractmethod
40		def request(self, conn):
41		"""Request statistics."""
42
43	1	@abstractmethod
44		def listen(self, switch, stats):
45		"""Listen statistic replies."""
46
47	1	def _send_event(self, req, conn):
48		event = KytosEvent(
49		name='kytos/of_stats.messages.out.ofpt_stats_request',
50		content={'message': req, 'destination': conn})
51		self._buffer.put(event)
52
53
54	1	class RRD:
55		"""Round-robin database for keeping stats.
56
57		It store statistics every :data:`STATS_INTERVAL`.
58		"""
59
60	1	def __init__(self, app_folder, data_sources):
61		"""Specify a folder to store RRDs.
62
63		Args:
64		app_folder (str): Parent folder for dpids folders.
65		data_sources (iterable): Data source names (e.g. tx_bytes,
66		rx_bytes).
67
68		"""
69	1	self._app = app_folder
70	1	self._ds = data_sources
71
72	1	def update(self, index, tstamp=None, **ds_values):
73		"""Add a row to rrd file of dpid and _id.
74
75		Args:
76		dpid (str): Switch dpid.
77		index (list of str): Index for the RRD database. Examples:
78		[dpid], [dpid, port_no], [dpid, table id, flow hash].
79		tstamp (str, int): Unix timestamp in seconds. Defaults to now.
80
81		Create rrd if necessary.
82
83		"""
84	1	if tstamp is None:
85		tstamp = 'N'
86	1	rrd = self.get_or_create_rrd(index)
87	1	data = ':'.join(str(ds_values[ds]) for ds in self._ds)
88	1	with settings.RRD_LOCK:
89	1	rrdtool.update(rrd, '{}:{}'.format(tstamp, data))
90
91	1	def get_rrd(self, index):
92		"""Return path of the RRD file for dpid with basename.
93
94		If rrd doesn't exist, it is not created.
95
96		Args:
97		index (iterable of str): Index for the RRD database. Examples:
98		[dpid], [dpid, port_no], [dpid, table id, flow hash].
99
100		Returns:
101		str: Absolute RRD path.
102
103		See Also:
104		:meth:`get_or_create_rrd`
105
106		"""
107	1	path = settings.DIR / self._app
108	1	folders, basename = index[:-1], index[-1]
109	1	for folder in folders:
110	1	path = path / folder
111	1	path = path / '{}.rrd'.format(basename)
112	1	return str(path)
113
114	1	def get_or_create_rrd(self, index, tstamp=None):
115		"""If rrd is not found, create it.
116
117		Args:
118		index (list of str): Index for the RRD database. Examples:
119		[dpid], [dpid, port_no], [dpid, table id, flow hash].
120		tstamp (str, int): Value for start argument of RRD creation.
121
122		"""
123	1	if tstamp is None:
124	1	tstamp = 'N'
125
126	1	rrd = self.get_rrd(index)
127	1	if not Path(rrd).exists():
128		log.debug('Creating rrd for app %s, index %s.', self._app, index)
129		parent = Path(rrd).parent
130		if not parent.exists():
131		# We may have concurrency problems creating a folder
132		parent.mkdir(parents=True, exist_ok=True)
133		self.create_rrd(rrd, tstamp)
134	1	return rrd
135
136	1	def create_rrd(self, rrd, tstamp=None):
137		"""Create an RRD file.
138
139		Args:
140		rrd (str): Path of RRD file to be created.
141		tstamp (str, int): Unix timestamp in seconds for RRD creation.
142		Defaults to now.
143
144		"""
145	1	def get_counter(ds_value):
146		"""Return a DS for rrd creation."""
147	1	return 'DS:{}:COUNTER:{}:{}:{}'.format(ds_value, settings.TIMEOUT,
148		settings.MIN, settings.MAX)
149
150	1	if tstamp is None:
151		tstamp = 'N'
152	1	options = [rrd, '--start', str(tstamp), '--step',
153		str(settings.STATS_INTERVAL)]
154	1	options.extend([get_counter(ds) for ds in self._ds])
155	1	options.extend(self._get_archives())
156	1	with settings.RRD_LOCK:
157	1	rrdtool.create(*options)
158
159		# pylint: disable=R0914
160	1	def fetch(self, index, start=None, end=None, n_points=None):
161		"""Fetch average values from rrd.
162
163		Args:
164		index (list of str): Index for the RRD database. Examples:
165		[dpid], [dpid, port_no], [dpid, table id, flow hash].
166		start (str, int): Unix timestamp in seconds for the first stats.
167		Defaults to be old enough to have the latest n_points
168		available (now - n_points * settings.STATS_INTERVAL).
169		end (str, int): Unix timestamp in seconds for the last stats.
170		Defaults to current time.
171		n_points (int): Number of points to return. May return more if
172		there is no matching resolution in the RRD file, or less if
173		there is no records for all the time range.
174		Defaults to as many points as possible.
175
176		Returns:
177		A tuple with:
178
179		1. Iterator over timestamps
180		2. Column (DS) names
181		3. List of rows as tuples
182
183		"""
184	1	rrd = self.get_rrd(index)
185	1	if not Path(rrd).exists():
186	1	msg = 'RRD for app {} and index {} not found'.format(self._app,
187		index)
188	1	raise FileNotFoundError(msg)
189
190		# Use integers to calculate resolution
191	1	start, end = self._calc_start_end(start, end, n_points, rrd)
192
193		# Find the best matching resolution for returning n_points.
194	1	res_args = []
195	1	if n_points is not None and isinstance(start, int) \
196		and isinstance(end, int):
197		resolution = (end - start) // n_points
198		if resolution > 0:
199		res_args.extend(['-a', '-r', '{}s'.format(resolution)])
200
201	1	args = [rrd, 'AVERAGE', '--start', str(start), '--end', str(end)]
202	1	args.extend(res_args)
203	1	with settings.RRD_LOCK:
204	1	tstamps, cols, rows = rrdtool.fetch(*args)
205	1	start, stop, step = tstamps
206		# rrdtool range is different from Python's.
207	1	return range(start + step, stop + 1, step), cols, rows
208
209	1	@staticmethod
210		def _calc_start_end(start, end, n_points, rrd):
211		"""Calculate start and end values for fetch command."""
212		# Use integers to calculate resolution
213	1	if end is None:
214		end = int(time.time())
215	1	if start is None: # Latest n_points
216		start = end - n_points * settings.STATS_INTERVAL
217	1	elif start == 'first': # Usually empty because 'first' is too old
218		with settings.RRD_LOCK:
219		start = rrdtool.first(rrd)
220
221		# For RRDtool to include start and end timestamps.
222	1	if isinstance(start, int):
223	1	start -= 1
224	1	if isinstance(end, int):
225	1	end -= 1
226
227	1	return start, end
228
229	1	def fetch_latest(self, index):
230		"""Fetch only the value for now.
231
232		Return zero values if there are no values recorded.
233		"""
234	1	start = 'end-{}s'.format(settings.STATS_INTERVAL * 3) # two rows
235	1	try:
236	1	tstamps, cols, rows = self.fetch(index, start, end='now')
237	1	except FileNotFoundError:
238		# No RRD for port, so it will return zero values
239	1	return {}
240		# Last rows may have future timestamp and be empty
241		latest = None
242		min_tstamp = int(time.time()) - settings.STATS_INTERVAL * 2
243		# Search backwards for non-null values
244		for tstamp, row in zip(tstamps[::-1], rows[::-1]):
245		if row[0] is not None and tstamp > min_tstamp:
246		latest = row
247		# If no values are found, add zeros.
248		if not latest:
249		latest = [0] * len(cols)
250		return dict(zip(cols, latest))
251
252	1	@classmethod
253		def _get_archives(cls):
254		"""Averaged for all Data Sources."""
255	1	averages = []
256		# One month stats for the following periods:
257	1	for steps in ('1m', '2m', '4m', '8m', '15m', '30m', '1h', '2h', '4h'
258		'8h', '12h', '1d', '2d', '3d', '6d', '10d', '15d'):
259	1	averages.append('RRA:AVERAGE:{}:{}:{}'.format(settings.XFF, steps,
260		settings.PERIOD))
261		# averages = ['RRA:AVERAGE:0:1:1d'] # More samples for testing
262	1	return averages
263
264
265	1	class PortStats(Stats):
266		"""Deal with PortStats messages."""
267
268	1	rrd = RRD('ports', [rt + 'x_' + stat for stat in
269		('bytes', 'dropped', 'errors') for rt in 'rt'])
270
271	1	def request(self, conn):
272		"""Ask for port stats."""
273		request = self._get_versioned_request(conn.protocol.version)
274		self._send_event(request, conn)
275		log.debug('PortStats request for switch %s sent.', conn.switch.id)
276
277	1	@staticmethod
278		def _get_versioned_request(of_version):
279		if of_version == 0x01:
280		return StatsRequest(
281		body_type=StatsType.OFPST_PORT,
282		body=v0x01.PortStatsRequest(Port.OFPP_NONE)) # All ports
283		return MultipartRequest(
284		multipart_type=MultipartType.OFPMP_PORT_STATS,
285		body=v0x04.PortStatsRequest())
286
287	1	@classmethod
288		def listen(cls, switch, ports_stats):
289		"""Receive port stats."""
290		debug_msg = 'Received port %s stats of switch %s: rx_bytes %s,' \
291		' tx_bytes %s, rx_dropped %s, tx_dropped %s,' \
292		' rx_errors %s, tx_errors %s'
293
294		for port_stat in ports_stats:
295		cls._update_controller_interface(switch, port_stat)
296		cls.rrd.update((switch.id, port_stat.port_no.value),
297		rx_bytes=port_stat.rx_bytes.value,
298		tx_bytes=port_stat.tx_bytes.value,
299		rx_dropped=port_stat.rx_dropped.value,
300		tx_dropped=port_stat.tx_dropped.value,
301		rx_errors=port_stat.rx_errors.value,
302		tx_errors=port_stat.tx_errors.value)
303
304		log.debug(debug_msg, port_stat.port_no.value, switch.id,
305		port_stat.rx_bytes.value, port_stat.tx_bytes.value,
306		port_stat.rx_dropped.value, port_stat.tx_dropped.value,
307		port_stat.rx_errors.value, port_stat.tx_errors.value)
308
309	1	@staticmethod
310		def _update_controller_interface(switch, port_stats):
311		port_no = port_stats.port_no.value
312		iface = switch.get_interface_by_port_no(port_no)
313		if iface is not None:
314		if iface.stats is None:
315		iface.stats = OFCorePortStats()
316		iface.stats.update(port_stats)
317
318
319	1	class AggregateStats(Stats):
320		"""Deal with AggregateStats message."""
321
322	1	_rrd = RRD('aggr', ('packet_count', 'byte_count', 'flow_count'))
323
324	1	def request(self, conn):
325		"""Ask for flow stats."""
326		body = AggregateStatsRequest() # Port.OFPP_NONE and All Tables
327		req = StatsRequest(body_type=StatsType.OFPST_AGGREGATE, body=body)
328		self._send_event(req, conn)
329		log.debug('Aggregate Stats request for switch %s sent.',
330		conn.switch.dpid)
331
332	1	@classmethod
333		def listen(cls, switch, aggregate_stats):
334		"""Receive flow stats."""
335		debug_msg = 'Received aggregate stats from switch {}:' \
336		' packet_count {}, byte_count {}, flow_count {}'
337
338		for aggregate in aggregate_stats:
339		# need to choose the _id to aggregate_stats
340		# this class isn't used yet.
341		cls.rrd.update((switch.id,),
342		packet_count=aggregate.packet_count.value,
343		byte_count=aggregate.byte_count.value,
344		flow_count=aggregate.flow_count.value)
345
346		log.debug(debug_msg, switch.id, aggregate.packet_count.value,
347		aggregate.byte_count.value, aggregate.flow_count.value)
348
349
350	1	class FlowStats(Stats):
351		"""Deal with FlowStats message."""
352
353	1	rrd = RRD('flows', ('packet_count', 'byte_count'))
354
355	1	def request(self, conn):
356		"""Ask for flow stats."""
357		request = self._get_versioned_request(conn.protocol.version)
358		self._send_event(request, conn)
359		log.debug('FlowStats request for switch %s sent.', conn.switch.id)
360
361	1	@staticmethod
362		def _get_versioned_request(of_version):
363		if of_version == 0x01:
364		return StatsRequest(
365		body_type=StatsType.OFPST_FLOW,
366		body=v0x01.FlowStatsRequest())
367		return MultipartRequest(
368		multipart_type=MultipartType.OFPMP_FLOW,
369		body=v0x04.FlowStatsRequest())
370
371	1	@classmethod
372		def listen(cls, switch, flows_stats):
373		"""Receive flow stats."""
374		flow_class = FlowFactory.get_class(switch)
375		for flow_stat in flows_stats:
376		flow = flow_class.from_of_flow_stats(flow_stat, switch)
377
378		# Update controller's flow
379		controller_flow = switch.get_flow_by_id(flow.id)
380		if controller_flow:
381		controller_flow.stats = flow.stats
382
383		# Update RRD database
384		cls.rrd.update((switch.id, flow.id),
385		packet_count=flow.stats.packet_count,
386		byte_count=flow.stats.byte_count)
387

kytos / of_stats

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build.stats.AggregateStats.request() A

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