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Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +02001# osmo_gsm_tester: base classes to share code among eNodeB subclasses.
2#
3# Copyright (C) 2020 by sysmocom - s.f.m.c. GmbH
4#
5# Author: Pau Espin Pedrol <pespin@sysmocom.de>
6#
7# This program is free software: you can redistribute it and/or modify
8# it under the terms of the GNU General Public License as
9# published by the Free Software Foundation, either version 3 of the
10# License, or (at your option) any later version.
11#
12# This program is distributed in the hope that it will be useful,
13# but WITHOUT ANY WARRANTY; without even the implied warranty of
14# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
15# GNU General Public License for more details.
16#
17# You should have received a copy of the GNU General Public License
18# along with this program. If not, see <http://www.gnu.org/licenses/>.
19
20from abc import ABCMeta, abstractmethod
Pau Espin Pedrole1a58bd2020-04-10 20:46:07 +020021from ..core import log, config
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020022from ..core import schema
Pau Espin Pedrol1abff4e2020-05-26 12:32:19 +020023from . import run_node
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +020024from .gnuradio_zmq_broker import GrBroker
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +020025
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020026def on_register_schemas():
27 resource_schema = {
28 'label': schema.STR,
29 'type': schema.STR,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020030 'gtp_bind_addr': schema.IPV4,
31 'id': schema.UINT,
32 'num_prb': schema.UINT,
Andre Puschmannd0682ba2020-10-15 15:46:29 +020033 'duplex': schema.STR,
34 'tdd_uldl_config': schema.UINT,
35 'tdd_special_subframe_pattern': schema.UINT,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020036 'transmission_mode': schema.LTE_TRANSMISSION_MODE,
Andre Puschmanna54ca0b2021-04-14 23:24:04 +020037 'rx_ant': schema.STR,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020038 'tx_gain': schema.UINT,
39 'rx_gain': schema.UINT,
40 'rf_dev_type': schema.STR,
41 'rf_dev_args': schema.STR,
Andre Puschmannc489f192020-10-09 14:46:38 +020042 'rf_dev_sync': schema.STR,
Pau Espin Pedrole592de82020-06-15 17:01:16 +020043 'additional_args[]': schema.STR,
Andre Puschmann0cfc0842020-08-26 18:19:15 +020044 'inactivity_timer': schema.INT,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020045 'enable_measurements': schema.BOOL_STR,
Andre Puschmann955249d2020-07-01 15:44:09 +020046 'enable_dl_awgn': schema.BOOL_STR,
47 'dl_awgn_snr': schema.INT,
Nils Fürstea8180152020-12-03 14:14:31 +010048 'cipher_list[]': schema.CIPHER_4G,
49 'integrity_list[]': schema.INTEGRITY_4G,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020050 'a1_report_type': schema.STR,
51 'a1_report_value': schema.INT,
52 'a1_hysteresis': schema.INT,
53 'a1_time_to_trigger': schema.INT,
54 'a2_report_type': schema.STR,
55 'a2_report_value': schema.INT,
56 'a2_hysteresis': schema.INT,
57 'a2_time_to_trigger': schema.INT,
58 'a3_report_type': schema.STR,
59 'a3_report_value': schema.INT,
60 'a3_hysteresis': schema.INT,
61 'a3_time_to_trigger': schema.INT,
62 'num_cells': schema.UINT,
63 'cell_list[].cell_id': schema.UINT,
Andre Puschmann549826d2020-04-21 21:14:30 +020064 'cell_list[].rf_port': schema.UINT,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020065 'cell_list[].pci': schema.UINT,
Pau Espin Pedrolef7256a2020-11-09 18:52:05 +010066 'cell_list[].ncell_list[].enb_id': schema.UINT,
67 'cell_list[].ncell_list[].cell_id': schema.UINT,
68 'cell_list[].ncell_list[].pci': schema.UINT,
69 'cell_list[].ncell_list[].dl_earfcn': schema.UINT,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020070 'cell_list[].scell_list[]': schema.UINT,
71 'cell_list[].dl_earfcn': schema.UINT,
Andre Puschmanna7fd3942020-11-06 16:24:38 +010072 'cell_list[].root_seq_idx': schema.UINT,
73 'cell_list[].tac': schema.UINT,
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020074 'cell_list[].dl_rfemu.type': schema.STR,
75 'cell_list[].dl_rfemu.addr': schema.IPV4,
76 'cell_list[].dl_rfemu.ports[]': schema.UINT,
77 }
Pau Espin Pedrol1abff4e2020-05-26 12:32:19 +020078 for key, val in run_node.RunNode.schema().items():
79 resource_schema['run_node.%s' % key] = val
Pau Espin Pedrolea8c3d42020-05-04 12:05:05 +020080 schema.register_resource_schema('enb', resource_schema)
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +020081
82class eNodeB(log.Origin, metaclass=ABCMeta):
83
84##############
85# PROTECTED
86##############
Pau Espin Pedrola442cb82020-05-05 12:54:37 +020087 def __init__(self, testenv, conf, name):
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +020088 super().__init__(log.C_RUN, '%s' % name)
89 self._conf = conf
Pau Espin Pedrol1abff4e2020-05-26 12:32:19 +020090 self._run_node = run_node.RunNode.from_conf(conf.get('run_node', {}))
Andre Puschmann4b5a09a2020-04-14 22:24:00 +020091 self._gtp_bind_addr = conf.get('gtp_bind_addr', None)
92 if self._gtp_bind_addr is None:
Pau Espin Pedrol1abff4e2020-05-26 12:32:19 +020093 self._gtp_bind_addr = self._run_node.run_addr()
Pau Espin Pedrola2d4e2f2020-10-22 15:46:42 +020094 label = conf.get('label', None)
Andre Puschmannbfd3fe62020-12-09 21:40:46 +010095 if label is not None:
96 self.set_name('%s_%s_%s' % (name, label, self._run_node.run_addr()))
97 else:
98 self.set_name('%s_%s' % (name, self._run_node.run_addr()))
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +020099 self._txmode = 0
Pau Espin Pedrol491f77c2020-04-20 14:20:43 +0200100 self._id = None
Andre Puschmannd0682ba2020-10-15 15:46:29 +0200101 self._duplex = None
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200102 self._num_prb = 0
Pau Espin Pedrolf46ae222020-04-17 16:23:54 +0200103 self._num_cells = None
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200104 self._epc = None
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200105 self.gen_conf = None
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +0200106 self.gr_broker = GrBroker.ref()
107 self.gr_broker.register_enb(self)
108 self._use_gr_broker = False
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200109
110 def using_grbroker(self, cfg_values):
111 # whether we are to use Grbroker in between ENB and UE.
112 # Initial checks:
113 if cfg_values['enb'].get('rf_dev_type') != 'zmq':
114 return False
115 cell_list = cfg_values['enb']['cell_list']
116 use_match = False
117 notuse_match = False
118 for cell in cell_list:
119 if cell.get('dl_rfemu', False) and cell['dl_rfemu'].get('type', None) == 'gnuradio_zmq':
120 use_match = True
121 else:
122 notuse_match = True
123 if use_match and notuse_match:
124 raise log.Error('Some Cells are configured to use gnuradio_zmq and some are not, unsupported')
125 return use_match
126
127 def calc_required_zmq_ports(self, cfg_values):
128 cell_list = cfg_values['enb']['cell_list']
129 return len(cell_list) * self.num_ports() # *2 if MIMO
130
131 def calc_required_zmq_ports_joined_earfcn(self, cfg_values):
132 #gr_broker will join the earfcns, so we need to count uniqe earfcns:
133 cell_list = cfg_values['enb']['cell_list']
134 earfcn_li = []
135 [earfcn_li.append(int(cell['dl_earfcn'])) for cell in cell_list if int(cell['dl_earfcn']) not in earfcn_li]
136 return len(earfcn_li) * self.num_ports() # *2 if MIMO
137
138
139 def assign_enb_zmq_ports(self, cfg_values, port_name, base_port):
140 port_offset = 0
141 cell_list = cfg_values['enb']['cell_list']
142 for cell in cell_list:
143 cell[port_name] = base_port + port_offset
144 port_offset += self.num_ports()
145 # TODO: do we need to assign cell_list back?
146
147 def assign_enb_zmq_ports_joined_earfcn(self, cfg_values, port_name, base_port):
148 # TODO: Set in cell one bind port per unique earfcn, this is where UE will connect to when we use grbroker.
149 cell_list = cfg_values['enb']['cell_list']
150 earfcn_li = []
151 [earfcn_li.append(int(cell['dl_earfcn'])) for cell in cell_list if int(cell['dl_earfcn']) not in earfcn_li]
152 for cell in cell_list:
153 cell[port_name] = base_port + earfcn_li.index(int(cell['dl_earfcn'])) * self.num_ports()
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200154
Pau Espin Pedrolc04528c2020-04-01 13:55:51 +0200155 def configure(self, config_specifics_li):
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200156 values = dict(enb=config.get_defaults('enb'))
Pau Espin Pedrolc04528c2020-04-01 13:55:51 +0200157 for config_specifics in config_specifics_li:
158 config.overlay(values, dict(enb=config.get_defaults(config_specifics)))
Pau Espin Pedrola442cb82020-05-05 12:54:37 +0200159 config.overlay(values, dict(enb=self.testenv.suite().config().get('enb', {})))
Pau Espin Pedrolc04528c2020-04-01 13:55:51 +0200160 for config_specifics in config_specifics_li:
Pau Espin Pedrola442cb82020-05-05 12:54:37 +0200161 config.overlay(values, dict(enb=self.testenv.suite().config().get(config_specifics, {})))
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200162 config.overlay(values, dict(enb=self._conf))
Pau Espin Pedrol491f77c2020-04-20 14:20:43 +0200163 self._id = int(values['enb'].get('id', None))
164 assert self._id is not None
Andre Puschmannd0682ba2020-10-15 15:46:29 +0200165 self._duplex = values['enb'].get('duplex', None)
166 assert self._duplex
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200167 self._num_prb = int(values['enb'].get('num_prb', None))
168 assert self._num_prb
169 self._txmode = int(values['enb'].get('transmission_mode', None))
170 assert self._txmode
171 config.overlay(values, dict(enb={ 'num_ports': self.num_ports() }))
Andre Puschmann0cfc0842020-08-26 18:19:15 +0200172 self._inactivity_timer = int(values['enb'].get('inactivity_timer', None))
173 assert self._inactivity_timer
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200174 assert self._epc is not None
Pau Espin Pedrol1abff4e2020-05-26 12:32:19 +0200175 config.overlay(values, dict(enb={ 'addr': self.addr() }))
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200176 config.overlay(values, dict(enb={ 'mme_addr': self._epc.addr() }))
Andre Puschmann4b5a09a2020-04-14 22:24:00 +0200177 config.overlay(values, dict(enb={ 'gtp_bind_addr': self._gtp_bind_addr }))
Pau Espin Pedrolf46ae222020-04-17 16:23:54 +0200178 self._num_cells = int(values['enb'].get('num_cells', None))
179 assert self._num_cells
180
181 # adjust cell_list to num_cells length:
182 len_cell_list = len(values['enb']['cell_list'])
183 if len_cell_list >= self._num_cells:
184 values['enb']['cell_list'] = values['enb']['cell_list'][:self._num_cells]
185 else:
186 raise log.Error('enb.cell_list items (%d) < enb.num_cells (%d) attribute!' % (len_cell_list, self._num_cells))
187 # adjust scell list (to only contain values available in cell_list):
188 cell_id_list = [c['cell_id'] for c in values['enb']['cell_list']]
189 for i in range(len(values['enb']['cell_list'])):
190 scell_list_old = values['enb']['cell_list'][i]['scell_list']
191 scell_list_new = []
192 for scell_id in scell_list_old:
193 if scell_id in cell_id_list:
194 scell_list_new.append(scell_id)
195 values['enb']['cell_list'][i]['scell_list'] = scell_list_new
196
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200197 # Assign ZMQ ports to each Cell/EARFCN.
198 if values['enb'].get('rf_dev_type') == 'zmq':
199 resourcep = self.testenv.suite().resource_pool()
200 num_ports = self.calc_required_zmq_ports(values)
201 num_ports_joined_earfcn = self.calc_required_zmq_ports_joined_earfcn(values)
202 ue_bind_port = self.ue.zmq_base_bind_port()
203 enb_bind_port = resourcep.next_zmq_port_range(self, num_ports)
204 self.assign_enb_zmq_ports(values, 'zmq_enb_bind_port', enb_bind_port)
205 # If we are to use a GrBroker, then initialize here to have remote zmq ports available:
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +0200206 self._use_gr_broker = self.using_grbroker(values)
207 if self._use_gr_broker:
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200208 zmq_enb_peer_port = resourcep.next_zmq_port_range(self, num_ports)
209 self.assign_enb_zmq_ports(values, 'zmq_enb_peer_port', zmq_enb_peer_port) # These are actually bound to GrBroker
210 self.assign_enb_zmq_ports_joined_earfcn(values, 'zmq_ue_bind_port', ue_bind_port) # This is were GrBroker binds on the UE side
211 zmq_ue_peer_port = resourcep.next_zmq_port_range(self, num_ports_joined_earfcn)
212 self.assign_enb_zmq_ports_joined_earfcn(values, 'zmq_ue_peer_port', zmq_ue_peer_port) # This is were GrBroker binds on the UE side
213 # Already set gen_conf here in advance since gr_broker needs the cell list
214 self.gen_conf = values
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +0200215 self.gr_broker.start()
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200216 else:
217 self.assign_enb_zmq_ports(values, 'zmq_enb_peer_port', ue_bind_port)
218 self.assign_enb_zmq_ports(values, 'zmq_ue_bind_port', ue_bind_port) #If no broker we need to match amount of ports
219 self.assign_enb_zmq_ports(values, 'zmq_ue_peer_port', enb_bind_port)
220
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200221 return values
222
Pau Espin Pedrol491f77c2020-04-20 14:20:43 +0200223 def id(self):
224 return self._id
225
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200226 def num_ports(self):
227 if self._txmode == 1:
228 return 1
229 return 2
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200230
Andre Puschmann0957e9e2020-06-16 16:29:27 +0200231 def num_cells(self):
232 return self._num_cells
233
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200234########################
235# PUBLIC - INTERNAL API
236########################
237 def cleanup(self):
238 'Nothing to do by default. Subclass can override if required.'
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200239 if self.gr_broker:
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +0200240 self.gr_broker.unregister_enb(self)
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200241 GrBroker.unref()
242 self.gr_broker = None
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200243
Pau Espin Pedrole44e76a2020-03-31 12:35:19 +0200244 def num_prb(self):
245 return self._num_prb
246
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200247 #reference: srsLTE.git srslte_symbol_sz()
248 def num_prb2symbol_sz(self, num_prb):
Andre Puschmann0a501102020-06-02 22:35:27 +0200249 if num_prb == 6:
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200250 return 128
Andre Puschmann0a501102020-06-02 22:35:27 +0200251 if num_prb == 50:
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200252 return 768
Andre Puschmann0a501102020-06-02 22:35:27 +0200253 if num_prb == 75:
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200254 return 1024
Andre Puschmann0a501102020-06-02 22:35:27 +0200255 return 1536
256
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200257 raise log.Error('invalid num_prb %r', num_prb)
258
259 def num_prb2base_srate(self, num_prb):
260 return self.num_prb2symbol_sz(num_prb) * 15 * 1000
261
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200262 def get_zmq_rf_dev_args(self, cfg_values):
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200263 base_srate = self.num_prb2base_srate(self.num_prb())
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200264
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +0200265 if self._use_gr_broker:
Pau Espin Pedrol4acb45a2020-10-23 13:51:03 +0200266 ul_rem_addr = self.gr_broker.addr()
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200267 else:
268 ul_rem_addr = self.ue.addr()
269
Andre Puschmannf69b9482021-03-14 15:38:58 +0100270 rf_dev_args = 'fail_on_disconnect=true,log_trx_timeout=true,trx_timeout_ms=8000'
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200271 idx = 0
272 cell_list = cfg_values['enb']['cell_list']
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200273 # Define all 8 possible RF ports (2x CA with 2x2 MIMO)
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200274 for cell in cell_list:
275 rf_dev_args += ',tx_port%u=tcp://%s:%u' %(idx, self.addr(), cell['zmq_enb_bind_port'] + 0)
276 if self.num_ports() > 1:
277 rf_dev_args += ',tx_port%u=tcp://%s:%u' %(idx + 1, self.addr(), cell['zmq_enb_bind_port'] + 1)
278 rf_dev_args += ',rx_port%u=tcp://%s:%u' %(idx, ul_rem_addr, cell['zmq_enb_peer_port'] + 0)
279 if self.num_ports() > 1:
280 rf_dev_args += ',rx_port%u=tcp://%s:%u' %(idx + 1, ul_rem_addr, cell['zmq_enb_peer_port'] + 1)
281 idx += self.num_ports()
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200282
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200283 rf_dev_args += ',id=enb,base_srate=' + str(base_srate)
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200284 return rf_dev_args
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200285
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200286 def get_zmq_rf_dev_args_for_ue(self, ue):
287 cell_list = self.gen_conf['enb']['cell_list']
288 rf_dev_args = ''
289 idx = 0
290 earfcns_done = []
291 for cell in cell_list:
Pau Espin Pedrolfbb86112020-10-16 16:55:23 +0200292 if self._use_gr_broker:
Pau Espin Pedrol41091232020-10-05 19:23:38 +0200293 if cell['dl_earfcn'] in earfcns_done:
294 continue
295 earfcns_done.append(cell['dl_earfcn'])
296 rf_dev_args += ',tx_port%u=tcp://%s:%u' %(idx, ue.addr(), cell['zmq_ue_bind_port'] + 0)
297 if self.num_ports() > 1:
298 rf_dev_args += ',tx_port%u=tcp://%s:%u' %(idx + 1, ue.addr(), cell['zmq_ue_bind_port'] + 1)
299 rf_dev_args += ',rx_port%u=tcp://%s:%u' %(idx, self.addr(), cell['zmq_ue_peer_port'] + 0)
300 if self.num_ports() > 1:
301 rf_dev_args += ',rx_port%u=tcp://%s:%u' %(idx + 1, self.addr(), cell['zmq_ue_peer_port'] + 1)
302 idx += self.num_ports()
303 # remove trailing comma:
304 if rf_dev_args[0] == ',':
305 return rf_dev_args[1:]
Andre Puschmanne2a6da62020-04-20 20:39:34 +0200306 return rf_dev_args
307
Pau Espin Pedrola442cb82020-05-05 12:54:37 +0200308 def get_instance_by_type(testenv, conf):
Pau Espin Pedrol1ee5ec52020-05-04 17:16:39 +0200309 """Allocate a ENB child class based on type. Opts are passed to the newly created object."""
310 enb_type = conf.get('type')
311 if enb_type is None:
312 raise RuntimeError('ENB type is not defined!')
313
314 if enb_type == 'amarisoftenb':
315 from .enb_amarisoft import AmarisoftENB
316 enb_class = AmarisoftENB
317 elif enb_type == 'srsenb':
318 from .enb_srs import srsENB
319 enb_class = srsENB
320 else:
321 raise log.Error('ENB type not supported:', enb_type)
Pau Espin Pedrola442cb82020-05-05 12:54:37 +0200322 return enb_class(testenv, conf)
Pau Espin Pedrol1ee5ec52020-05-04 17:16:39 +0200323
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200324###################
325# PUBLIC (test API included)
326###################
327 @abstractmethod
328 def start(self, epc):
329 'Starts ENB, it will connect to "epc"'
330 pass
331
332 @abstractmethod
Andre Puschmann215bec22021-01-08 12:34:48 +0100333 def stop(self):
334 pass
335
336 @abstractmethod
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200337 def ue_add(self, ue):
338 pass
339
340 @abstractmethod
341 def running(self):
342 pass
343
344 @abstractmethod
Andre Puschmann7d3b83e2020-09-02 22:17:54 +0200345 def ue_max_rate(self, downlink=True, num_carriers=1):
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200346 pass
347
Pau Espin Pedrold4404d52020-04-20 13:29:31 +0200348 @abstractmethod
349 def get_rfemu(self, cell=0, dl=True):
350 'Get rfemu.RFemulation subclass implementation object for given cell index and direction.'
351 pass
352
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200353 def addr(self):
Pau Espin Pedrol1abff4e2020-05-26 12:32:19 +0200354 return self._run_node.run_addr()
Pau Espin Pedrol786a6bc2020-03-30 13:51:21 +0200355
Andre Puschmannf249a022021-01-05 14:14:48 +0100356 @abstractmethod
357 def get_counter(self, counter_name):
358 pass
359
Andre Puschmann3ce67252021-01-29 17:45:18 +0100360 @abstractmethod
361 def get_kpis(self):
362 pass
363
364# vim: expandtab tabstop=4 shiftwidth=4