build.main.GenericFlow.match10() - Code Metrics - Inspection of "Merge pull request #37 from Alopalao/feature/of_v0..." - kytos-ng/flow_stats - Measure and Improve Code Quality continuously with Scrutinizer

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Push — master ( b0712d...412579 )

by Vinicius

created 2022-09-21 18:43 UTC

build.main.GenericFlow.match10() F

↳ Parent: build.main

Complexity

Conditions

Size

Total Lines	80
Code Lines	78

Duplication

Lines	0
Ratio	0 %

Code Coverage

Tests	1
CRAP Score	1576.0708

Importance

Changes

Metric	Value
eloc	78
dl	0
loc	80
rs	0
c	0
b	0
f	0
ccs	1
cts	74
cp	0.0135
cc	40
nop	2
crap	1576.0708

How to fix Long Method Complexity

"""Main module of amlight/flow_stats Kytos Network Application.

This NApp does operations with flows not covered by Kytos itself.
"""
# pylint: disable=too-many-return-statements,too-many-instance-attributes
# pylint: disable=too-many-arguments,too-many-branches,too-many-statements

import hashlib
import ipaddress
import json
from threading import Lock

from flask import jsonify, request
from kytos.core import KytosEvent, KytosNApp, log, rest
from kytos.core.helpers import listen_to
from napps.amlight.flow_stats.utils import format_request
from napps.kytos.of_core.v0x04.flow import Action as Action13
from napps.kytos.of_core.v0x04.match_fields import MatchFieldFactory


class GenericFlow():
    """Class to represent a flow.

        This class represents a flow regardless of the OF version."""

    def __init__(self, version='0x04', match=None, idle_timeout=0,
                 hard_timeout=0, duration_sec=0, packet_count=0, byte_count=0,
                 priority=0, table_id=0xff, cookie=None, buffer_id=None,
                 actions=None):
        self.version = version
        self.match = match if match else {}
        self.idle_timeout = idle_timeout
        self.hard_timeout = hard_timeout
        self.duration_sec = duration_sec
        self.packet_count = packet_count
        self.byte_count = byte_count
        self.priority = priority
        self.table_id = table_id
        self.cookie = cookie
        self.buffer_id = buffer_id
        self.actions = actions if actions else []

    def __eq__(self, other):
        return self.id == other.id

    @property
    def id(self):
        # pylint: disable=invalid-name
        """Return the hash of the object.
        Calculates the hash of the object by using the hashlib we use md5 of
        strings.
        Returns:
            string: Hash of object.
        """
        hash_result = hashlib.md5()
        hash_result.update(str(self.version).encode('utf-8'))
        for value in self.match.copy().values():
            hash_result.update(str(value.value).encode('utf-8'))
        hash_result.update(str(self.idle_timeout).encode('utf-8'))
        hash_result.update(str(self.hard_timeout).encode('utf-8'))
        hash_result.update(str(self.priority).encode('utf-8'))
        hash_result.update(str(self.table_id).encode('utf-8'))
        hash_result.update(str(self.cookie).encode('utf-8'))
        hash_result.update(str(self.buffer_id).encode('utf-8'))

        return hash_result.hexdigest()

    def to_dict(self):
        """Convert flow to a dictionary."""
        flow_dict = {}
        flow_dict['version'] = self.version
        flow_dict.update(self.match_to_dict())
        flow_dict['idle_timeout'] = self.idle_timeout
        flow_dict['hard_timeout'] = self.hard_timeout
        flow_dict['priority'] = self.priority
        flow_dict['table_id'] = self.table_id
        flow_dict['cookie'] = self.cookie
        flow_dict['buffer_id'] = self.buffer_id
        flow_dict['actions'] = []
        for action in self.actions:
            flow_dict['actions'].append(action.as_dict())

        return flow_dict

    def match_to_dict(self):
        """Convert a match in OF 1.3 to a dictionary."""
        # pylint: disable=consider-using-dict-items
        match = {}
        for name in self.match.copy():
            match[name] = self.match[name].value
        return match

    def to_json(self):
        """Return a json version of the flow."""
        return json.dumps(self.to_dict())

    # @staticmethod
    # def from_dict(flow_dict):
    #     """Create a flow from a dict."""
    #     flow = GenericFlow()
    #     for attr_name, value in flow_dict.items():
    #         if attr_name == 'actions':
    #             flow.actions = []
    #             for action in value:
    #                 new_action = ACTION_TYPES[int(action['action_type'])]()
    #                 for action_attr_name,
    #                     action_attr_value in action.items():
    #
    #                     setattr(new_action,
    #                             action_attr_name,
    #                             action_attr_value)
    #                 flow.actions.append(new_action)
    #         else:
    #             setattr(flow, attr_name, value)
    #     return flow

    @classmethod
    def from_flow_stats(cls, flow_stats, version='0x04'):
        """Create a flow from OF flow stats."""
        flow = GenericFlow(version=version)
        flow.idle_timeout = flow_stats.idle_timeout.value
        flow.hard_timeout = flow_stats.hard_timeout.value
        flow.priority = flow_stats.priority.value
        flow.table_id = flow_stats.table_id.value
        flow.duration_sec = flow_stats.duration_sec.value
        flow.packet_count = flow_stats.packet_count.value
        flow.byte_count = flow_stats.byte_count.value
        if version == '0x04':
            for match in flow_stats.match.oxm_match_fields:
                match_field = MatchFieldFactory.from_of_tlv(match)
                field_name = match_field.name
                if field_name == 'dl_vlan':
                    field_name = 'vlan_vid'
                flow.match[field_name] = match_field
            flow.actions = []
            for instruction in flow_stats.instructions:
                if instruction.instruction_type == 'apply_actions':
                    for of_action in instruction.actions:
                        action = Action13.from_of_action(of_action)
                        flow.actions.append(action)
        return flow

    @classmethod
    def from_replies_flows(cls, flow04):
        """Create a flow from a flow passed on
        replies_flows in event kytos/of_core.flow_stats.received."""

        flow = GenericFlow(version='0x04')
        flow.idle_timeout = flow04.idle_timeout
        flow.hard_timeout = flow04.hard_timeout
        flow.priority = flow04.priority
        flow.table_id = flow04.table_id
        flow.cookie = flow04.cookie
        flow.duration_sec = flow04.stats.duration_sec
        flow.packet_count = flow04.stats.packet_count
        flow.byte_count = flow04.stats.byte_count

        as_of_match = flow04.match.as_of_match()
        for match in as_of_match.oxm_match_fields:
            match_field = MatchFieldFactory.from_of_tlv(match)
            field_name = match_field.name
            if field_name == 'dl_vlan':
                field_name = 'vlan_vid'
            flow.match[field_name] = match_field
        flow.actions = []
        for instruction in flow04.instructions:
            if instruction.instruction_type == 'apply_actions':
                for of_action in instruction.actions:
                    flow.actions.append(of_action)
        return flow

    def do_match(self, args):
        """Match a packet against this flow."""
        if self.version == '0x04':
            return self.match13(args)
        return None

    def match13(self, args):
        """Match a packet against this flow (OF1.3)."""
        # pylint: disable=consider-using-dict-items
        for name in self.match.copy():
            if name not in args:
                return False
            if name == 'vlan_vid':
                field = args[name][-1]
            else:
                field = args[name]
            if name not in ('ipv4_src', 'ipv4_dst', 'ipv6_src', 'ipv6_dst'):
                if self.match[name].value != field:
                    return False
            else:
                packet_ip = int(ipaddress.ip_address(field))
                ip_addr = self.match[name].value
                if packet_ip & ip_addr.netmask != ip_addr.address:
                    return False
        return self


# pylint: disable=too-many-public-methods
class Main(KytosNApp):
    """Main class of amlight/flow_stats NApp.

    This class is the entry point for this napp.
    """

    def setup(self):
        """Replace the '__init__' method for the KytosNApp subclass.

        The setup method is automatically called by the controller when your
        application is loaded.

        So, if you have any setup routine, insert it here.
        """
        log.info('Starting Kytos/Amlight flow manager')
        for switch in self.controller.switches.copy().values():
            switch.generic_flows = []
        self.switch_stats_xid = {}
        self.switch_stats_lock = {}

    def execute(self):
        """This method is executed right after the setup method execution.

        You can also use this method in loop mode if you add to the above setup
        method a line like the following example:

            self.execute_as_loop(30)  # 30-second interval.
        """

    def shutdown(self):
        """This method is executed when your napp is unloaded.

        If you have some cleanup procedure, insert it here.
        """

    def flow_from_id(self, flow_id):
        """Flow from given flow_id."""
        for switch in self.controller.switches.copy().values():
            try:
                for flow in switch.generic_flows:
                    if flow.id == flow_id:
                        return flow
            except KeyError:
                pass
        return None

    @rest('flow/match/<dpid>')
    def flow_match(self, dpid):
        """Return first flow matching request."""
        switch = self.controller.get_switch_by_dpid(dpid)
        flow = self.match_flows(switch, format_request(request.args), False)
        if flow:
            return jsonify(flow.to_dict())
        return "No match", 404

    @rest('flow/stats/<dpid>')
    def flow_stats(self, dpid):
        """Return all flows matching request."""
        switch = self.controller.get_switch_by_dpid(dpid)
        if not switch:
            return f"switch {dpid} not found", 404
        flows = self.match_flows(switch, format_request(request.args), True)
        flows = [flow.to_dict() for flow in flows]
        return jsonify(flows)

    @staticmethod
    def match_flows(switch, args, many=True):
        # pylint: disable=bad-staticmethod-argument
        """
        Match the packet in request against the flows installed in the switch.

        Try the match with each flow, in other. If many is True, tries the
        match with all flows, if False, tries until the first match.
        :param args: packet data
        :param many: Boolean, indicating whether to continue after matching the
                first flow or not
        :return: If many, the list of matched flows, or the matched flow
        """
        response = []
        try:
            for flow in switch.generic_flows:
                match = flow.do_match(args)
                if match:
                    if many:
                        response.append(match)
                    else:
                        response = match
                        break
        except AttributeError:
            return None
        if not many and isinstance(response, list):
            return None
        return response

    @staticmethod
    def match_and_apply(switch, args):
        # pylint: disable=bad-staticmethod-argument
        """Match flows and apply actions.

        Match given packet (in args) against the switch flows and,
        if a match flow is found, apply its actions."""
        flow = Main.match_flows(switch, args, False)
        port = None
        actions = None
        # pylint: disable=too-many-nested-blocks
        if flow:
            actions = flow.actions
            if switch.ofp_version == '0x04':
                for action in actions:
                    action_type = action.action_type
                    if action_type == 'output':
                        port = action.port
                    if action_type == 'push_vlan':
                        if 'vlan_vid' not in args:
                            args['vlan_vid'] = []
                        args['vlan_vid'].append(0)
                    if action_type == 'pop_vlan':
                        if 'vlan_vid' in args:
                            args['vlan_vid'].pop()
                            if len(args['vlan_vid']) == 0:
                                del args['vlan_vid']
                    if action_type == 'set_vlan':
                        args['vlan_vid'][-1] = action.vlan_id
        return flow, args, port

    @rest('packet_count/<flow_id>')
    def packet_count(self, flow_id):
        """Packet count of an specific flow."""
        flow = self.flow_from_id(flow_id)
        if flow is None:
            return "Flow does not exist", 404
        packet_stats = {
            'flow_id': flow_id,
            'packet_counter': flow.packet_count,
            'packet_per_second': flow.packet_count / flow.duration_sec
            }
        return jsonify(packet_stats)

    @rest('bytes_count/<flow_id>')
    def bytes_count(self, flow_id):
        """Bytes count of an specific flow."""
        flow = self.flow_from_id(flow_id)
        if flow is None:
            return "Flow does not exist", 404
        bytes_stats = {
            'flow_id': flow_id,
            'bytes_counter': flow.byte_count,
            'bits_per_second': flow.byte_count * 8 / flow.duration_sec
            }
        return jsonify(bytes_stats)

    @rest('packet_count/per_flow/<dpid>')
    def packet_count_per_flow(self, dpid):
        """Per flow packet count."""
        return self.flows_counters('packet_count',
                                   dpid,
                                   counter='packet_counter',
                                   rate='packet_per_second')

    @rest('packet_count/sum/<dpid>')
    def packet_count_sum(self, dpid):
        """Sum of packet count flow stats."""
        return self.flows_counters('packet_count',
                                   dpid,
                                   total=True)

    @rest('bytes_count/per_flow/<dpid>')
    def bytes_count_per_flow(self, dpid):
        """Per flow bytes count."""
        return self.flows_counters('byte_count',
                                   dpid,
                                   counter='bytes_counter',
                                   rate='bits_per_second')

    @rest('bytes_count/sum/<dpid>')
    def bytes_count_sum(self, dpid):
        """Sum of bytes count flow stats."""
        return self.flows_counters('byte_count',
                                   dpid,
                                   total=True)

    def flows_counters(self, field, dpid, counter=None, rate=None,
                       total=False):
        """Calculate flows statistics.

        The returned statistics are both per flow and for the sum of flows
        """
        # pylint: disable=too-many-arguments
        # pylint: disable=unused-variable
        start_date = request.args.get('start_date', 0)
        end_date = request.args.get('end_date', 0)
        # pylint: enable=unused-variable

        if total:
            count_flows = 0
        else:
            count_flows = []
            if not counter:
                counter = field
            if not rate:
                rate = field

        # We don't have statistics persistence yet, so for now this only works
        # for start and end equals to zero
        flows = self.controller.get_switch_by_dpid(dpid).generic_flows

        for flow in flows:
            count = getattr(flow, field)
            if total:
                count_flows += count
            else:
                per_second = count / flow.duration_sec
                if rate.startswith('bits'):
                    per_second *= 8
                count_flows.append({'flow_id': flow.id,
                                    counter: count,
                                    rate: per_second})

        return jsonify(count_flows)

    def handle_stats_reply(self, msg, switch):
        """Insert flows received in the switch list of flows."""
        try:
            old_flows = switch.generic_flows
        except AttributeError:
            old_flows = []
        is_new_xid = (
            int(msg.header.xid) != self.switch_stats_xid.get(switch.id, 0)
        )
        is_last_part = msg.flags.value % 2 == 0
        self.switch_stats_lock.setdefault(switch.id, Lock())
        with self.switch_stats_lock[switch.id]:
            if is_new_xid:
                switch.generic_new_flows = []
                self.switch_stats_xid[switch.id] = int(msg.header.xid)
            for flow_stats in msg.body:
                flow = GenericFlow.from_flow_stats(flow_stats,
                                                   switch.ofp_version)
                switch.generic_new_flows.append(flow)
            if is_last_part:
                switch.generic_flows = switch.generic_new_flows
                switch.generic_flows.sort(
                    key=lambda f: (f.priority, f.duration_sec),
                    reverse=True
                )
        if is_new_xid and is_last_part and switch.generic_flows != old_flows:
            # Generate an event informing that flows have changed
            event = KytosEvent('amlight/flow_stats.flows_updated')
            event.content['switch'] = switch.dpid
            self.controller.buffers.app.put(event)

    @listen_to('kytos/of_core.flow_stats.received')
    def on_stats_received(self, event):
        """Capture flow stats messages for OpenFlow 1.3."""
        self.handle_stats_received(event)

    def handle_stats_received(self, event):
        """Handle flow stats messages for OpenFlow 1.3."""
        switch = event.content['switch']
        if 'replies_flows' in event.content:
            replies_flows = event.content['replies_flows']
            self.handle_stats_reply_received(switch, replies_flows)

    def handle_stats_reply_received(self, switch, replies_flows):
        """Iterate on the replies and set the generic flows"""
        switch.generic_flows = [GenericFlow.from_replies_flows(flow)
                                for flow in replies_flows]
        switch.generic_flows.sort(
                    key=lambda f: (f.priority, f.duration_sec),
                    reverse=True
                    )


1		"""Main module of amlight/flow_stats Kytos Network Application.
2
3		This NApp does operations with flows not covered by Kytos itself.
4		"""
5		# pylint: disable=too-many-return-statements,too-many-instance-attributes
6		# pylint: disable=too-many-arguments,too-many-branches,too-many-statements
7
8	1	import hashlib
9	1	import ipaddress
10	1	import json
11	1	from threading import Lock
12
13	1	from flask import jsonify, request
14	1	from kytos.core import KytosEvent, KytosNApp, log, rest
15	1	from kytos.core.helpers import listen_to
16	1	from napps.amlight.flow_stats.utils import format_request
17	1	from napps.kytos.of_core.v0x04.flow import Action as Action13
18	1	from napps.kytos.of_core.v0x04.match_fields import MatchFieldFactory
19
20
21	1	class GenericFlow():
22		"""Class to represent a flow.
23
24		This class represents a flow regardless of the OF version."""
25
26	1	def __init__(self, version='0x04', match=None, idle_timeout=0,
27		hard_timeout=0, duration_sec=0, packet_count=0, byte_count=0,
28		priority=0, table_id=0xff, cookie=None, buffer_id=None,
29		actions=None):
30	1	self.version = version
31	1	self.match = match if match else {}
32	1	self.idle_timeout = idle_timeout
33	1	self.hard_timeout = hard_timeout
34	1	self.duration_sec = duration_sec
35	1	self.packet_count = packet_count
36	1	self.byte_count = byte_count
37	1	self.priority = priority
38	1	self.table_id = table_id
39	1	self.cookie = cookie
40	1	self.buffer_id = buffer_id
41	1	self.actions = actions if actions else []
42
43	1	def __eq__(self, other):
44		return self.id == other.id
45
46	1	@property
47	1	def id(self):
48		# pylint: disable=invalid-name
49		"""Return the hash of the object.
50		Calculates the hash of the object by using the hashlib we use md5 of
51		strings.
52		Returns:
53		string: Hash of object.
54		"""
55	1	hash_result = hashlib.md5()
56	1	hash_result.update(str(self.version).encode('utf-8'))
57	1	for value in self.match.copy().values():
58	1	hash_result.update(str(value.value).encode('utf-8'))
59	1	hash_result.update(str(self.idle_timeout).encode('utf-8'))
60	1	hash_result.update(str(self.hard_timeout).encode('utf-8'))
61	1	hash_result.update(str(self.priority).encode('utf-8'))
62	1	hash_result.update(str(self.table_id).encode('utf-8'))
63	1	hash_result.update(str(self.cookie).encode('utf-8'))
64	1	hash_result.update(str(self.buffer_id).encode('utf-8'))
65
66	1	return hash_result.hexdigest()
67
68	1	def to_dict(self):
69		"""Convert flow to a dictionary."""
70	1	flow_dict = {}
71	1	flow_dict['version'] = self.version
72	1	flow_dict.update(self.match_to_dict())
73	1	flow_dict['idle_timeout'] = self.idle_timeout
74	1	flow_dict['hard_timeout'] = self.hard_timeout
75	1	flow_dict['priority'] = self.priority
76	1	flow_dict['table_id'] = self.table_id
77	1	flow_dict['cookie'] = self.cookie
78	1	flow_dict['buffer_id'] = self.buffer_id
79	1	flow_dict['actions'] = []
80	1	for action in self.actions:
81	1	flow_dict['actions'].append(action.as_dict())
82
83	1	return flow_dict
84
85	1	def match_to_dict(self):
86		"""Convert a match in OF 1.3 to a dictionary."""
87		# pylint: disable=consider-using-dict-items
88	1	match = {}
89	1	for name in self.match.copy():
90	1	match[name] = self.match[name].value
91	1	return match
92
93	1	def to_json(self):
94		"""Return a json version of the flow."""
95		return json.dumps(self.to_dict())
96
97		# @staticmethod
98		# def from_dict(flow_dict):
99		# """Create a flow from a dict."""
100		# flow = GenericFlow()
101		# for attr_name, value in flow_dict.items():
102		# if attr_name == 'actions':
103		# flow.actions = []
104		# for action in value:
105		# new_action = ACTION_TYPES[int(action['action_type'])]()
106		# for action_attr_name,
107		# action_attr_value in action.items():
108		#
109		# setattr(new_action,
110		# action_attr_name,
111		# action_attr_value)
112		# flow.actions.append(new_action)
113		# else:
114		# setattr(flow, attr_name, value)
115		# return flow
116
117	1	@classmethod
118	1	def from_flow_stats(cls, flow_stats, version='0x04'):
119		"""Create a flow from OF flow stats."""
120	1	flow = GenericFlow(version=version)
121	1	flow.idle_timeout = flow_stats.idle_timeout.value
122	1	flow.hard_timeout = flow_stats.hard_timeout.value
123	1	flow.priority = flow_stats.priority.value
124	1	flow.table_id = flow_stats.table_id.value
125	1	flow.duration_sec = flow_stats.duration_sec.value
126	1	flow.packet_count = flow_stats.packet_count.value
127	1	flow.byte_count = flow_stats.byte_count.value
128	1	if version == '0x04':
129	1	for match in flow_stats.match.oxm_match_fields:
130		match_field = MatchFieldFactory.from_of_tlv(match)
131		field_name = match_field.name
132		if field_name == 'dl_vlan':
133		field_name = 'vlan_vid'
134		flow.match[field_name] = match_field
135	1	flow.actions = []
136	1	for instruction in flow_stats.instructions:
137		if instruction.instruction_type == 'apply_actions':
138		for of_action in instruction.actions:
139		action = Action13.from_of_action(of_action)
140		flow.actions.append(action)
141	1	return flow
142
143	1	@classmethod
144	1	def from_replies_flows(cls, flow04):
145		"""Create a flow from a flow passed on
146		replies_flows in event kytos/of_core.flow_stats.received."""
147
148	1	flow = GenericFlow(version='0x04')
149	1	flow.idle_timeout = flow04.idle_timeout
150	1	flow.hard_timeout = flow04.hard_timeout
151	1	flow.priority = flow04.priority
152	1	flow.table_id = flow04.table_id
153	1	flow.cookie = flow04.cookie
154	1	flow.duration_sec = flow04.stats.duration_sec
155	1	flow.packet_count = flow04.stats.packet_count
156	1	flow.byte_count = flow04.stats.byte_count
157
158	1	as_of_match = flow04.match.as_of_match()
159	1	for match in as_of_match.oxm_match_fields:
160	1	match_field = MatchFieldFactory.from_of_tlv(match)
161	1	field_name = match_field.name
162	1	if field_name == 'dl_vlan':
163		field_name = 'vlan_vid'
164	1	flow.match[field_name] = match_field
165	1	flow.actions = []
166	1	for instruction in flow04.instructions:
167	1	if instruction.instruction_type == 'apply_actions':
168	1	for of_action in instruction.actions:
169	1	flow.actions.append(of_action)
170	1	return flow
171
172	1	def do_match(self, args):
173		"""Match a packet against this flow."""
174		if self.version == '0x04':
175		return self.match13(args)
176		return None
177
178	1	def match13(self, args):
179		"""Match a packet against this flow (OF1.3)."""
180		# pylint: disable=consider-using-dict-items
181		for name in self.match.copy():
182		if name not in args:
183		return False
184		if name == 'vlan_vid':
185		field = args[name][-1]
186		else:
187		field = args[name]
188		if name not in ('ipv4_src', 'ipv4_dst', 'ipv6_src', 'ipv6_dst'):
189		if self.match[name].value != field:
190		return False
191		else:
192		packet_ip = int(ipaddress.ip_address(field))
193		ip_addr = self.match[name].value
194		if packet_ip & ip_addr.netmask != ip_addr.address:
195		return False
196		return self
197
198
199		# pylint: disable=too-many-public-methods
200	1	class Main(KytosNApp):
201		"""Main class of amlight/flow_stats NApp.
202
203		This class is the entry point for this napp.
204		"""
205
206	1	def setup(self):
207		"""Replace the '__init__' method for the KytosNApp subclass.
208
209		The setup method is automatically called by the controller when your
210		application is loaded.
211
212		So, if you have any setup routine, insert it here.
213		"""
214	1	log.info('Starting Kytos/Amlight flow manager')
215	1	for switch in self.controller.switches.copy().values():
216		switch.generic_flows = []
217	1	self.switch_stats_xid = {}
218	1	self.switch_stats_lock = {}
219
220	1	def execute(self):
221		"""This method is executed right after the setup method execution.
222
223		You can also use this method in loop mode if you add to the above setup
224		method a line like the following example:
225
226		self.execute_as_loop(30) # 30-second interval.
227		"""
228
229	1	def shutdown(self):
230		"""This method is executed when your napp is unloaded.
231
232		If you have some cleanup procedure, insert it here.
233		"""
234
235	1	def flow_from_id(self, flow_id):
236		"""Flow from given flow_id."""
237	1	for switch in self.controller.switches.copy().values():
238	1	try:
239	1	for flow in switch.generic_flows:
240	1	if flow.id == flow_id:
241	1	return flow
242		except KeyError:
243		pass
244	1	return None
245
246	1	@rest('flow/match/<dpid>')
247	1	def flow_match(self, dpid):
248		"""Return first flow matching request."""
249	1	switch = self.controller.get_switch_by_dpid(dpid)
250	1	flow = self.match_flows(switch, format_request(request.args), False)
251	1	if flow:
252	1	return jsonify(flow.to_dict())
253	1	return "No match", 404
254
255	1	@rest('flow/stats/<dpid>')
256	1	def flow_stats(self, dpid):
257		"""Return all flows matching request."""
258	1	switch = self.controller.get_switch_by_dpid(dpid)
259	1	if not switch:
260		return f"switch {dpid} not found", 404
261	1	flows = self.match_flows(switch, format_request(request.args), True)
262	1	flows = [flow.to_dict() for flow in flows]
263	1	return jsonify(flows)
264
265	1	@staticmethod
266	1	def match_flows(switch, args, many=True):
267		# pylint: disable=bad-staticmethod-argument
268		"""
269		Match the packet in request against the flows installed in the switch.
270
271		Try the match with each flow, in other. If many is True, tries the
272		match with all flows, if False, tries until the first match.
273		:param args: packet data
274		:param many: Boolean, indicating whether to continue after matching the
275		first flow or not
276		:return: If many, the list of matched flows, or the matched flow
277		"""
278		response = []
279		try:
280		for flow in switch.generic_flows:
281		match = flow.do_match(args)
282		if match:
283		if many:
284		response.append(match)
285		else:
286		response = match
287		break
288		except AttributeError:
289		return None
290		if not many and isinstance(response, list):
291		return None
292		return response
293
294	1	@staticmethod
295	1	def match_and_apply(switch, args):
296		# pylint: disable=bad-staticmethod-argument
297		"""Match flows and apply actions.
298
299		Match given packet (in args) against the switch flows and,
300		if a match flow is found, apply its actions."""
301		flow = Main.match_flows(switch, args, False)
302		port = None
303		actions = None
304		# pylint: disable=too-many-nested-blocks
305		if flow:
306		actions = flow.actions
307		if switch.ofp_version == '0x04':
308		for action in actions:
309		action_type = action.action_type
310		if action_type == 'output':
311		port = action.port
312		if action_type == 'push_vlan':
313		if 'vlan_vid' not in args:
314		args['vlan_vid'] = []
315		args['vlan_vid'].append(0)
316		if action_type == 'pop_vlan':
317		if 'vlan_vid' in args:
318		args['vlan_vid'].pop()
319		if len(args['vlan_vid']) == 0:
320		del args['vlan_vid']
321		if action_type == 'set_vlan':
322		args['vlan_vid'][-1] = action.vlan_id
323		return flow, args, port
324
325	1	@rest('packet_count/<flow_id>')
326	1	def packet_count(self, flow_id):
327		"""Packet count of an specific flow."""
328	1	flow = self.flow_from_id(flow_id)
329	1	if flow is None:
330	1	return "Flow does not exist", 404
331	1	packet_stats = {
332		'flow_id': flow_id,
333		'packet_counter': flow.packet_count,
334		'packet_per_second': flow.packet_count / flow.duration_sec
335		}
336	1	return jsonify(packet_stats)
337
338	1	@rest('bytes_count/<flow_id>')
339	1	def bytes_count(self, flow_id):
340		"""Bytes count of an specific flow."""
341	1	flow = self.flow_from_id(flow_id)
342	1	if flow is None:
343	1	return "Flow does not exist", 404
344	1	bytes_stats = {
345		'flow_id': flow_id,
346		'bytes_counter': flow.byte_count,
347		'bits_per_second': flow.byte_count * 8 / flow.duration_sec
348		}
349	1	return jsonify(bytes_stats)
350
351	1	@rest('packet_count/per_flow/<dpid>')
352	1	def packet_count_per_flow(self, dpid):
353		"""Per flow packet count."""
354	1	return self.flows_counters('packet_count',
355		dpid,
356		counter='packet_counter',
357		rate='packet_per_second')
358
359	1	@rest('packet_count/sum/<dpid>')
360	1	def packet_count_sum(self, dpid):
361		"""Sum of packet count flow stats."""
362	1	return self.flows_counters('packet_count',
363		dpid,
364		total=True)
365
366	1	@rest('bytes_count/per_flow/<dpid>')
367	1	def bytes_count_per_flow(self, dpid):
368		"""Per flow bytes count."""
369	1	return self.flows_counters('byte_count',
370		dpid,
371		counter='bytes_counter',
372		rate='bits_per_second')
373
374	1	@rest('bytes_count/sum/<dpid>')
375	1	def bytes_count_sum(self, dpid):
376		"""Sum of bytes count flow stats."""
377	1	return self.flows_counters('byte_count',
378		dpid,
379		total=True)
380
381	1	def flows_counters(self, field, dpid, counter=None, rate=None,
382		total=False):
383		"""Calculate flows statistics.
384
385		The returned statistics are both per flow and for the sum of flows
386		"""
387		# pylint: disable=too-many-arguments
388		# pylint: disable=unused-variable
389	1	start_date = request.args.get('start_date', 0)
390	1	end_date = request.args.get('end_date', 0)
391		# pylint: enable=unused-variable
392
393	1	if total:
394	1	count_flows = 0
395		else:
396	1	count_flows = []
397	1	if not counter:
398		counter = field
399	1	if not rate:
400		rate = field
401
402		# We don't have statistics persistence yet, so for now this only works
403		# for start and end equals to zero
404	1	flows = self.controller.get_switch_by_dpid(dpid).generic_flows
405
406	1	for flow in flows:
407	1	count = getattr(flow, field)
408	1	if total:
409	1	count_flows += count
410		else:
411	1	per_second = count / flow.duration_sec
412	1	if rate.startswith('bits'):
413	1	per_second *= 8
414	1	count_flows.append({'flow_id': flow.id,
415		counter: count,
416		rate: per_second})
417
418	1	return jsonify(count_flows)
419
420	1	def handle_stats_reply(self, msg, switch):
421		"""Insert flows received in the switch list of flows."""
422	1	try:
423	1	old_flows = switch.generic_flows
424		except AttributeError:
425		old_flows = []
426	1	is_new_xid = (
427		int(msg.header.xid) != self.switch_stats_xid.get(switch.id, 0)
428		)
429	1	is_last_part = msg.flags.value % 2 == 0
430	1	self.switch_stats_lock.setdefault(switch.id, Lock())
431	1	with self.switch_stats_lock[switch.id]:
432	1	if is_new_xid:
433	1	switch.generic_new_flows = []
434	1	self.switch_stats_xid[switch.id] = int(msg.header.xid)
435	1	for flow_stats in msg.body:
436	1	flow = GenericFlow.from_flow_stats(flow_stats,
437		switch.ofp_version)
438	1	switch.generic_new_flows.append(flow)
439	1	if is_last_part:
440	1	switch.generic_flows = switch.generic_new_flows
441	1	switch.generic_flows.sort(
442		key=lambda f: (f.priority, f.duration_sec),
443		reverse=True
444		)
445	1	if is_new_xid and is_last_part and switch.generic_flows != old_flows:
446		# Generate an event informing that flows have changed
447	1	event = KytosEvent('amlight/flow_stats.flows_updated')
448	1	event.content['switch'] = switch.dpid
449	1	self.controller.buffers.app.put(event)
450
451	1	@listen_to('kytos/of_core.flow_stats.received')
452	1	def on_stats_received(self, event):
453		"""Capture flow stats messages for OpenFlow 1.3."""
454		self.handle_stats_received(event)
455
456	1	def handle_stats_received(self, event):
457		"""Handle flow stats messages for OpenFlow 1.3."""
458	1	switch = event.content['switch']
459	1	if 'replies_flows' in event.content:
460	1	replies_flows = event.content['replies_flows']
461	1	self.handle_stats_reply_received(switch, replies_flows)
462
463	1	def handle_stats_reply_received(self, switch, replies_flows):
464		"""Iterate on the replies and set the generic flows"""
465	1	switch.generic_flows = [GenericFlow.from_replies_flows(flow)
466		for flow in replies_flows]
467	1	switch.generic_flows.sort(
468		key=lambda f: (f.priority, f.duration_sec),
469		reverse=True
470		)
471

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