Exemple #1
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def test_init_fields_name_test():
    """
    test if the field's names of the dispatch_rule identifier tuple are
    correctly initialized
    """
    assert HWPCDispatchRule(HWPCDepthLevel.TARGET).fields == ['target']
    assert HWPCDispatchRule(HWPCDepthLevel.ROOT).fields == ['sensor']
    assert HWPCDispatchRule(
        HWPCDepthLevel.SOCKET).fields == ['sensor', 'socket']
    assert HWPCDispatchRule(
        HWPCDepthLevel.CORE).fields == ['sensor', 'socket', 'core']
def launch_simple_architecture(config, supervisor):
    # Pusher
    pusher_generator = PusherGenerator()
    pusher_info = pusher_generator.generate(config)
    pusher_cls, pusher_start_message = pusher_info['test_pusher']

    pusher = supervisor.launch(pusher_cls, pusher_start_message)

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))
    dispatcher_start_message = DispatcherStartMessage(
        'system', 'dispatcher', DummyFormulaActor,
        DummyFormulaValues({'test_pusher': pusher}, 0), route_table, 'cpu')

    dispatcher = supervisor.launch(DispatcherActor, dispatcher_start_message)

    # Puller
    report_filter = Filter()
    report_filter.filter(filter_rule, dispatcher)
    puller_generator = PullerGenerator(report_filter, [])
    puller_info = puller_generator.generate(config)
    puller_cls, puller_start_message = puller_info['test_puller']
    puller = supervisor.launch(puller_cls, puller_start_message)
Exemple #3
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def run_selfwatts(args) -> None:
    """
    Run PowerAPI with the SelfWatts formula.
    :param args: CLI arguments namespace
    """
    fconf = args['formula']['selfwatts']

    logging.info('SelfWatts version %s using PowerAPI version %s', selfwatts_version, powerapi_version)

    if fconf['disable-cpu-formula'] and fconf['disable-dram-formula']:
        logging.error('You need to enable at least one formula')
        return

    route_table = RouteTable()
    route_table.dispatch_rule(HWPCReport, HWPCDispatchRule(HWPCDepthLevel.SOCKET, primary=True))

    cpu_topology = CPUTopology(fconf['cpu-tdp'], fconf['cpu-base-clock'], fconf['cpu-ratio-min'],
                               fconf['cpu-ratio-base'], fconf['cpu-ratio-max'],
                               fconf['cpu-num-fixed-counters'], fconf['cpu-num-general-counters'])

    report_filter = Filter()
    pullers = PullerGenerator(report_filter).generate(args)

    pushers = PusherGenerator().generate(args)

    dispatchers = {}

    logging.info('CPU formula is %s' % ('DISABLED' if fconf['disable-cpu-formula'] else 'ENABLED'))
    if not fconf['disable-cpu-formula']:
        logging.info('CPU formula parameters: RAPL_REF=%s ERROR_THRESHOLD=%sW' % (fconf['cpu-rapl-ref-event'], fconf['cpu-error-threshold']))
        dispatchers['cpu'] = setup_cpu_formula_actor(fconf, route_table, report_filter, cpu_topology, pushers)

    logging.info('DRAM formula is %s' % ('DISABLED' if fconf['disable-dram-formula'] else 'ENABLED'))
    if not fconf['disable-dram-formula']:
        logging.info('DRAM formula parameters: RAPL_REF=%s ERROR_THRESHOLD=%sW' % (fconf['dram-rapl-ref-event'], fconf['dram-error-threshold']))
        dispatchers['dram'] = setup_dram_formula_actor(fconf, route_table, report_filter, cpu_topology, pushers)

    actors = OrderedDict(**pushers, **dispatchers, **pullers)

    def term_handler(_, __):
        for _, actor in actors.items():
            actor.soft_kill()
        exit(0)

    signal.signal(signal.SIGTERM, term_handler)
    signal.signal(signal.SIGINT, term_handler)

    supervisor = BackendSupervisor(config['stream'])
    try:
        logging.info('Starting SelfWatts actors...')
        for _, actor in actors.items():
            supervisor.launch_actor(actor)
    except ActorInitError as exn:
        logging.error('Actor initialization error: ' + exn.message)
        supervisor.kill_actors()

    logging.info('SelfWatts is now running...')
    supervisor.join()
    logging.info('SelfWatts is shutting down...')
Exemple #4
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    def run(self):
        # Setup signal handler
        def term_handler(_, __):
            puller.send_kill()
            dispatcher.send_kill()
            pusher.send_kill()
            exit(0)

        signal.signal(signal.SIGTERM, term_handler)
        signal.signal(signal.SIGINT, term_handler)

        stream_mode = True
        supervisor = BackendSupervisor(stream_mode)

        # Pusher
        output_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_result',
                                 HWPCModel())
        pusher = PusherActor("pusher_mongodb",
                             PowerReport,
                             output_mongodb,
                             level_logger=LOG_LEVEL)

        # Formula
        formula_factory = (lambda name, verbose: RAPLFormulaActor(
            name, pusher, level_logger=verbose))

        # Dispatcher
        route_table = RouteTable()
        route_table.dispatch_rule(
            HWPCReport,
            HWPCDispatchRule(getattr(HWPCDepthLevel, 'ROOT'), primary=True))

        dispatcher = DispatcherActor('dispatcher',
                                     formula_factory,
                                     route_table,
                                     level_logger=LOG_LEVEL)

        # Puller
        input_mongodb = MongoDB(DB_URI,
                                'MongoDB1',
                                'test_hwrep',
                                HWPCModel(),
                                stream_mode=stream_mode)
        report_filter = Filter()
        report_filter.filter(lambda msg: True, dispatcher)
        puller = PullerActor("puller_mongodb",
                             input_mongodb,
                             report_filter,
                             level_logger=LOG_LEVEL)

        supervisor.launch_actor(pusher)
        supervisor.launch_actor(dispatcher)
        supervisor.launch_actor(puller)
        time.sleep(1)

        os.kill(dispatcher.pid, signal.SIGKILL)

        supervisor.join()
Exemple #5
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def test_get_formula_id_socket_rule_report_3(report_3):
    """
    get formula id from report3 with a rule that dispatch by socket :

    the method must return this list :
    [('toto','1'), ('toto','2')]
    """
    ids = HWPCDispatchRule(HWPCDepthLevel.SOCKET).get_formula_id(report_3)
    validate_formula_id(ids, [('toto', '1'), ('toto', '2')])
Exemple #6
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def test_get_formula_id_target_rule(report):
    """
    get formula id from reports with a rule that dispatch by target :

    the method must return this list :
    [('system',)]
    """
    ids = HWPCDispatchRule(HWPCDepthLevel.TARGET).get_formula_id(report)
    validate_formula_id(ids, [('system', )])
Exemple #7
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def test_get_formula_id_sensor_rule(report):
    """
    get formula id from reports with a rule that dispatch by sensor :

    the method must return this list :
    [('toto',)]
    """
    ids = HWPCDispatchRule(HWPCDepthLevel.ROOT).get_formula_id(report)
    validate_formula_id(ids, [('toto', )])
Exemple #8
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def test_get_formula_id_cpu_rule_report_2(report_2):
    """
    get formula id from report2 with a rule that dispatch by cpu :

    the method must return this list :
    [('toto','1', '1'), ('toto','2', '2')]
    """
    ids = HWPCDispatchRule(HWPCDepthLevel.CORE).get_formula_id(report_2)
    validate_formula_id(ids, [('toto', '1', '1'), ('toto', '1', '2')])
def route_table_with_primary_rule():
    """
    return a RouteTable with :
      - a HWPCGrouptBy rule as primary rule
    """
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport, HWPCDispatchRule(HWPCDepthLevel.ROOT, primary=True))
    return route_table
    def run(self):
        config = {
            'verbose': True,
            'stream': True,
            'output': {
                'test_pusher': {
                    'type': 'mongodb',
                    'model': 'PowerReport',
                    'uri': MONGO_URI,
                    'db': MONGO_DATABASE_NAME,
                    'collection': MONGO_OUTPUT_COLLECTION_NAME
                }
            },
            'input': {
                'test_puller': {
                    'type': 'mongodb',
                    'model': 'HWPCReport',
                    'uri': MONGO_URI,
                    'db': MONGO_DATABASE_NAME,
                    'collection': MONGO_INPUT_COLLECTION_NAME
                }
            }
        }
        supervisor = Supervisor(config['verbose'])

        def term_handler(_, __):
            supervisor.shutdown()
            exit(0)

        signal.signal(signal.SIGTERM, term_handler)
        signal.signal(signal.SIGINT, term_handler)
        # Pusher
        pusher_generator = PusherGenerator()
        pusher_info = pusher_generator.generate(config)
        pusher_cls, pusher_start_message = pusher_info['test_pusher']

        pusher = supervisor.launch(pusher_cls, pusher_start_message)
        # Dispatcher
        route_table = RouteTable()
        route_table.dispatch_rule(
            HWPCReport,
            HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))
        dispatcher_start_message = DispatcherStartMessage(
            'system', 'dispatcher', DummyFormulaActor,
            DummyFormulaValues({'test_pusher': pusher}, 0), route_table, 'cpu')

        dispatcher = supervisor.launch(DispatcherActor,
                                       dispatcher_start_message)
        # Puller
        report_filter = Filter()
        report_filter.filter(filter_rule, dispatcher)
        puller_generator = PullerGenerator(report_filter, [])
        puller_info = puller_generator.generate(config)
        puller_cls, puller_start_message = puller_info['test_puller']
        puller = supervisor.launch(puller_cls, puller_start_message)
        supervisor.monitor()
def route_table_hwpc_not_primary():
    """
    return a RouteTable with :
      - a FakeGBR as primary rule
      - a HWPCGrouptBy rule
    """
    route_table = RouteTable()
    route_table.dispatch_rule(FakeReport, FakeGBR(primary=True))
    route_table.dispatch_rule(HWPCReport,
                              HWPCDispatchRule(HWPCDepthLevel.ROOT))

    return route_table
def test_run_with_delay_between_message(unused_tcp_port, database, supervisor):
    """
    run the same test but set a delay of 1s after sendig the 5th first messages
    """
    # Pusher
    output_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_result')
    pusher = PusherActor("pusher_mongodb",
                         PowerModel(),
                         output_mongodb,
                         level_logger=LOG_LEVEL,
                         max_size=0)

    # Formula
    formula_factory = (lambda name, verbose: DummyFormulaActor(
        name, {'my_pusher': pusher}, level_logger=verbose))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))

    dispatcher = DispatcherActor('dispatcher',
                                 formula_factory,
                                 route_table,
                                 level_logger=LOG_LEVEL)

    # Puller
    input_socket = SocketDB(unused_tcp_port)
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    puller = PullerActor("puller_socket",
                         input_socket,
                         report_filter,
                         HWPCModel(),
                         level_logger=LOG_LEVEL,
                         stream_mode=True)
    supervisor.launch_actor(pusher)
    supervisor.launch_actor(dispatcher)
    supervisor.launch_actor(puller)
    time.sleep(1)
    json_reports = extract_json_report(10)
    client = ClientThreadDelay(json_reports, unused_tcp_port)
    client.start()
    time.sleep(2)
    check_db()
Exemple #13
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def test_run(database, supervisor):
    # Pusher
    output_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_result')
    pusher = PusherActor("pusher_mongodb",
                         PowerModel(),
                         output_mongodb,
                         level_logger=LOG_LEVEL)

    # Formula
    formula_factory = (lambda name, verbose: CrashFormulaActor(
        name, {'my_pusher': pusher}, 6, CrashException, level_logger=verbose))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))

    dispatcher = DispatcherActor('dispatcher',
                                 formula_factory,
                                 route_table,
                                 level_logger=LOG_LEVEL)

    # Puller
    input_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_hwrep')
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    puller = PullerActor("puller_mongodb",
                         input_mongodb,
                         report_filter,
                         HWPCModel(),
                         level_logger=LOG_LEVEL)

    supervisor.launch_actor(pusher)
    supervisor.launch_actor(dispatcher)
    supervisor.launch_actor(puller)

    supervisor.join()

    check_db()
Exemple #14
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def test_run(database, supervisor):
    # Pusher
    output_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_result')
    pusher = PusherActor("pusher_mongodb", PowerModel(), output_mongodb, level_logger=LOG_LEVEL)

    # Formula
    formula_factory = (lambda name, verbose:
                       DummyFormulaActor(name, {'my_pusher': pusher}, level_logger=verbose))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(HWPCReport, HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))

    dispatcher = DispatcherActor('dispatcher', formula_factory, route_table, level_logger=LOG_LEVEL)

    # Puller
    input_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_hwrep')
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    puller = PullerActor("puller_mongodb", input_mongodb, report_filter, HWPCModel(), level_logger=LOG_LEVEL)

    supervisor.launch_actor(pusher)
    supervisor.launch_actor(dispatcher)
    supervisor.launch_actor(puller)


    t = time.time()
    number_of_output_reports = 0
    for i in range(3):
        time.sleep(0.2)
        current = get_number_of_output_reports()
        assert current > number_of_output_reports
        number_of_output_reports = current

    time.sleep(0.1)
        
    supervisor.join()
Exemple #15
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def run_smartwatts(args, logger):
    """
    Run PowerAPI with the SmartWatts formula.
    :param args: CLI arguments namespace
    :param logger: Log level to use for the actors
    """

    # Print configuration
    logger.info('SmartWatts version %s using PowerAPI version %s', smartwatts_version, powerapi_version)
    logger.info('CPU formula parameters: RAPL_REF=%s ERROR_THRESHOLD=%sW' % (args.cpu_rapl_ref_event, args.cpu_error_threshold))
    logger.info('DRAM formula parameters: RAPL_REF=%s ERROR_THRESHOLD=%sW' % (args.dram_rapl_ref_event, args.dram_error_threshold))

    # Reports pusher
    power_output_mongodb = MongoDB(args.mongodb_uri, args.mongodb_database, args.mongodb_powermeter_collection, None)
    power_report_pusher = PusherActor('power_report_pusher', PowerReport, power_output_mongodb)
    formula_output_mongodb = MongoDB(args.mongodb_uri, args.mongodb_database, args.mongodb_formula_collection, None)
    formula_report_pusher = PusherActor('formula_report_pusher', FormulaReport, formula_output_mongodb)

    # Sensor reports route table
    route_table = RouteTable()
    route_table.dispatch_rule(HWPCReport, HWPCDispatchRule(HWPCDepthLevel.SOCKET, primary=True))

    # Shared parameters
    pushers = {'power': power_report_pusher, 'formula': formula_report_pusher}
    cpu_topology = CPUTopology(args.cpu_base_clock, args.cpu_ratio_min, args.cpu_ratio_base, args.cpu_ratio_max)

    # CPU formula dispatcher
    def cpu_formula_factory(name: str, _):
        scope = SmartWattsFormulaScope.CPU
        config = SmartWattsFormulaConfig(scope, args.cpu_rapl_ref_event, args.cpu_error_threshold, cpu_topology)
        return SmartWattsFormulaActor(name, pushers, config)

    cpu_dispatcher = DispatcherActor('cpu_dispatcher', cpu_formula_factory, route_table)

    # DRAM formula dispatcher
    def dram_formula_factory(name: str, _):
        scope = SmartWattsFormulaScope.DRAM
        config = SmartWattsFormulaConfig(scope, args.cpu_rapl_ref_event, args.cpu_error_threshold, cpu_topology)
        return SmartWattsFormulaActor(name, pushers, config)

    dram_dispatcher = DispatcherActor('dram_dispatcher', dram_formula_factory, route_table)

    # Sensor reports puller
    input_mongodb = MongoDB(args.mongodb_uri, args.mongodb_database, args.mongodb_sensor_collection, HWPCModel(), stream_mode=True)
    report_filter = Filter()
    report_filter.filter(lambda msg: True, cpu_dispatcher)
    report_filter.filter(lambda msg: True, dram_dispatcher)
    puller = PullerActor('hwpc_report_puller', input_mongodb, report_filter)

    def term_handler(_, __):
        puller.join()
        cpu_dispatcher.join()
        dram_dispatcher.join()
        power_report_pusher.join()
        formula_report_pusher.join()
        exit(0)

    # TERM/INT signals handler
    signal.signal(signal.SIGTERM, term_handler)
    signal.signal(signal.SIGINT, term_handler)

    # Actors supervision
    supervisor = Supervisor()
    try:
        supervisor.launch_actor(power_report_pusher)
        supervisor.launch_actor(formula_report_pusher)
        supervisor.launch_actor(cpu_dispatcher)
        supervisor.launch_actor(dram_dispatcher)
        supervisor.launch_actor(puller)
        logger.info('Actors initialized, SmartWatts is now running...')
    except zmq.error.ZMQError as exn:
        logger.error('Communication error, ZMQError code : ' + str(exn.errno) + ' reason : ' + exn.strerror)
        supervisor.kill_actors()
    except ActorInitError as exn:
        logger.error('Actor initialisation error, reason : ' + exn.message)
        supervisor.kill_actors()

    supervisor.join()
Exemple #16
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def launch_powerapi(config, logger):
    ##########################################################################
    # Actor Creation

    # Pusher
    pushers = generate_pushers(config)

    # Formula
    formula_factory = (lambda name, verbose: RAPLFormulaActor(
        name, pushers, level_logger=verbose))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'ROOT'), primary=True))

    dispatcher = DispatcherActor('dispatcher',
                                 formula_factory,
                                 route_table,
                                 level_logger=config['verbose'])

    # Puller
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    pullers = generate_pullers(config, report_filter)

    ##########################################################################
    # Actor start step

    # Setup signal handler
    def term_handler(_, __):
        for _, puller in pullers.items():
            puller.send_kill()

        dispatcher.send_kill()

        for _, pusher in pushers.items():
            pusher.send_kill()
        exit(0)

    signal.signal(signal.SIGTERM, term_handler)
    signal.signal(signal.SIGINT, term_handler)

    supervisor = BackendSupervisor(config['stream'])
    try:
        for _, pusher in pushers.items():
            supervisor.launch_actor(pusher)

        supervisor.launch_actor(dispatcher)

        for _, puller in pullers.items():
            supervisor.launch_actor(puller)

    except zmq.error.ZMQError as exn:
        logger.error('Communication error, ZMQError code : ' + str(exn.errno) +
                     ' reason : ' + exn.strerror)
        supervisor.kill_actors()
    except ActorInitError as exn:
        logger.error('Actor initialisation error, reason : ' + exn.message)
        supervisor.kill_actors()

    ##########################################################################
    # Actor run step

    # wait
    supervisor.join()
Exemple #17
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def test_with_slow_formula(database2, supervisor):
    """Test the architecture when it has to deal with a lot of data, with a formula
    that is very slow. Input database contain a lot of data, but formula can't
    handle them. The puller will end before formula end to handle data and
    supervisor will begin to send poisonpill message to all actors. Formula and
    pusher must continue to handle report.

    Architecture :
      - 1 puller (connected to MongoDB1 [collection test_hwrep], stream mode off)
      - 1 dispatcher (HWPC dispatch rule (dispatch by SOCKET)
      - 1 Dummy Formula with will wait 0.2 ms when it receive a message
      - 1 pusher (connected to MongoDB1 [collection test_result]

    MongoDB1 content :
      - 30 HWPC repport with two socket and one RAPL_EVENT

    Scenario:
      - Launch the full architecture

    Test if:
      - after powerapi handle all the reports, test if all the reports was handeled
        by the formula and pushed to the mongo database and if no report were lost

    """
    # Pusher
    output_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_result')
    pusher = PusherActor("pusher_mongodb",
                         PowerModel(),
                         output_mongodb,
                         level_logger=LOG_LEVEL)

    # Formula
    formula_factory = (lambda name, verbose: DummyFormulaActor(
        name, {'my_pusher': pusher}, level_logger=verbose, sleep_time=0.1))
    # DummyFormulaActor(name, {'my_pusher': pusher}, level_logger=verbose))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))

    dispatcher = DispatcherActor('dispatcher',
                                 formula_factory,
                                 route_table,
                                 level_logger=LOG_LEVEL)

    # Puller
    input_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_hwrep')
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    puller = PullerActor("puller_mongodb",
                         input_mongodb,
                         report_filter,
                         HWPCModel(),
                         level_logger=LOG_LEVEL)

    supervisor.launch_actor(pusher)
    supervisor.launch_actor(dispatcher)
    supervisor.launch_actor(puller)

    supervisor.join()

    assert get_number_of_output_reports() == 30 * 2
Exemple #18
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def route_table(logger):
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'ROOT'), primary=True))
    return route_table
Exemple #19
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def run_rapl(args) -> None:
    """
    Run PowerAPI with the SmartWatts formula.
    :param args: CLI arguments namespace
    :param logger: Logger to use for the actors
    """
    fconf = args

    logging.info('RAPL-Formula version %s using PowerAPI version %s', rapl_formula_version, powerapi_version)

    if not fconf['enable-cpu-formula'] and not fconf['enable-dram-formula']:
        logging.error('You need to enable at least one formula')
        return

    route_table = RouteTable()
    route_table.dispatch_rule(HWPCReport, HWPCDispatchRule(HWPCDepthLevel.SOCKET, primary=True))

    report_filter = Filter()

    report_modifier_list = ReportModifierGenerator().generate(fconf)

    supervisor = Supervisor(args['verbose'])

    def term_handler(_, __):
        supervisor.shutdown()
        sys.exit(0)

    signal.signal(signal.SIGTERM, term_handler)
    signal.signal(signal.SIGINT, term_handler)
    try:
        logging.info('Starting RAPL-formula actors...')

        power_pushers = {}
        pushers_info = PusherGenerator().generate(args)
        for pusher_name in pushers_info:
            pusher_cls, pusher_start_message = pushers_info[pusher_name]
            power_pushers[pusher_name] = supervisor.launch(
                pusher_cls, pusher_start_message
            )

        logging.info('CPU formula is %s' % ('DISABLED' if not fconf['enable-cpu-formula'] else 'ENABLED'))
        if fconf['enable-cpu-formula']:
            logging.info('CPU formula parameters: RAPL_REF=%s' % (fconf['cpu-rapl-ref-event']))
            setup_cpu_formula_actor(supervisor, fconf, route_table, report_filter, power_pushers)

            logging.info('DRAM formula is %s' % ('DISABLED' if not fconf['enable-dram-formula'] else 'ENABLED'))
        if fconf['enable-dram-formula']:
            logging.info('DRAM formula parameters: RAPL_REF=%s' % (fconf['dram-rapl-ref-event']))
            setup_dram_formula_actor(supervisor, fconf, route_table, report_filter, power_pushers)

        pullers_info = PullerGenerator(report_filter, report_modifier_list).generate(args)
        for puller_name in pullers_info:
            puller_cls, puller_start_message = pullers_info[puller_name]
            supervisor.launch(puller_cls, puller_start_message)
    except InitializationException as exn:
        logging.error('Actor initialization error: ' + exn.msg)
        supervisor.shutdown()
        sys.exit(-1)

    logging.info('RAPL-formula is now running...')
    supervisor.monitor()
    logging.info('RAPL-formula is shutting down...')
Exemple #20
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def test_run(database, supervisor):
    """
    Test the architecture when it has to deal with a lot of data, pulled with a
    hight frequency. Input database contain a lot of data, that will overflow the
    backend. Backend have to handle all of this data and continue to compute data
    and writing them in real time.

    Architecture :
      - 1 puller (connected to MongoDB1 [collection test_hwrep], stream mode off)
      - 1 dispatcher (HWPC dispatch rule (dispatch by SOCKET)
      - 1 Dummy Formula
      - 1 pusher (connected to MongoDB1 [collection test_result]

    MongoDB1 content :
      - 3000 HWPC repport with two socket and one RAPL_EVENT

    Scenario:
      - Launch the full architecture

    Test if:
      - each 50 ms, reports are writen in the output database
    """
    # Pusher
    output_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_result')
    pusher = PusherActor("pusher_mongodb",
                         PowerModel(),
                         output_mongodb,
                         level_logger=LOG_LEVEL)

    # Formula
    formula_factory = (lambda name, verbose: DummyFormulaActor(
        name, {'my_pusher': pusher}, level_logger=verbose))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))

    dispatcher = DispatcherActor('dispatcher',
                                 formula_factory,
                                 route_table,
                                 level_logger=LOG_LEVEL)

    # Puller
    input_mongodb = MongoDB(DB_URI, 'MongoDB1', 'test_hwrep')
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    puller = PullerActor("puller_mongodb",
                         input_mongodb,
                         report_filter,
                         HWPCModel(),
                         level_logger=LOG_LEVEL)

    supervisor.launch_actor(pusher)
    supervisor.launch_actor(dispatcher)
    supervisor.launch_actor(puller)

    t = time.time()
    number_of_output_reports = 0
    for i in range(3):
        time.sleep(0.2)
        current = get_number_of_output_reports()
        assert current >= number_of_output_reports
        number_of_output_reports = current

    time.sleep(0.1)

    supervisor.join()
Exemple #21
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def test_run(files, supervisor):

    config = {
        'verbose': LOG_LEVEL,
        'stream': False,
        'input': {
            'csv': {
                'puller': {
                    'files': FILES,
                    'model': 'HWPCReport',
                    'name': 'puller',
                }
            }
        },
        'output': {
            'csv': {
                'pusher': {
                    'model': 'PowerReport',
                    'name': 'pusher',
                    'directory': ROOT_PATH
                }
            }
        }
    }

    # Pusher
    pusher_generator = PusherGenerator()
    pushers = pusher_generator.generate(config)

    # Formula
    formula_factory = (lambda name, verbose: DummyFormulaActor(
        name, pushers, level_logger=config['verbose']))

    # Dispatcher
    route_table = RouteTable()
    route_table.dispatch_rule(
        HWPCReport,
        HWPCDispatchRule(getattr(HWPCDepthLevel, 'SOCKET'), primary=True))

    dispatcher = DispatcherActor('dispatcher',
                                 formula_factory,
                                 route_table,
                                 level_logger=LOG_LEVEL)

    # Puller
    report_filter = Filter()
    report_filter.filter(lambda msg: True, dispatcher)
    puller_generator = PullerGenerator(report_filter)
    pullers = puller_generator.generate(config)

    for _, pusher in pushers.items():
        supervisor.launch_actor(pusher)

    supervisor.launch_actor(dispatcher)

    for _, puller in pullers.items():
        supervisor.launch_actor(puller)

    supervisor.join()

    check_output_file()
Exemple #22
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def route_table_hwpc_not_primary():
    route_table = RouteTable()
    route_table.dispatch_rule(FakeReport, FakeGBR(primary=True))
    route_table.dispatch_rule(
        HWPCReport, HWPCDispatchRule(HWPCDepthLevel.ROOT, primary=False))
    return route_table