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authorMarco Capitani <m.capitani@nextworks.it>2017-10-23 14:14:17 +0200
committerSander Vrijders <sander.vrijders@ugent.be>2017-11-17 15:17:30 +0000
commit134eae6b986709a6524afa1e1f18527cbe900eea (patch)
tree642b300eb0f6e785ec52334995a517f95f7f784d /rumba/storyboard.py
parentc884a5b8c1e2a2f4d610cae7b9aa547b95424210 (diff)
downloadrumba-134eae6b986709a6524afa1e1f18527cbe900eea.tar.gz
rumba-134eae6b986709a6524afa1e1f18527cbe900eea.zip
storyboard: decouple from experiment
+ Node no longer has "client" attribute + Client has a "nodes" attribute instead + servers, server nodes and the experiment can be added to a storyboard after instantiation to allow reuse of a SB + moved storyboard machinery to a separate module rumba.storyboard
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+#
+# A library to manage ARCFIRE experiments
+#
+# Copyright (C) 2017 Nextworks S.r.l.
+# Copyright (C) 2017 imec
+#
+# Sander Vrijders <sander.vrijders@ugent.be>
+# Vincenzo Maffione <v.maffione@nextworks.it>
+# Marco Capitani <m.capitani@nextworks.it>
+#
+# This library is free software; you can redistribute it and/or
+# modify it under the terms of the GNU Lesser General Public
+# License as published by the Free Software Foundation; either
+# version 2.1 of the License, or (at your option) any later version.
+#
+# This library is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+# Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public
+# License along with this library; if not, write to the Free Software
+# Foundation, Inc., http://www.fsf.org/about/contact/.
+#
+
+# Base class for client programs
+#
+# @ap: Application Process binary
+# @options: Options to pass to the binary
+#
+import random
+import time
+
+import rumba.model as model
+import rumba.ssh_support as ssh_support
+import rumba.log as log
+
+logger = log.get_logger(__name__)
+
+try:
+ from numpy.random import poisson
+ from numpy.random import exponential
+ logger.debug("Using numpy for faster and better random variables.")
+except ImportError:
+ from rumba.recpoisson import poisson
+
+ def exponential(mean_duration):
+ return random.expovariate(1.0 / mean_duration)
+
+ logger.debug("Falling back to simple implementations.")
+ # PROBLEM! These logs will almost never be printed... But we might not care
+
+
+class Client(object):
+ def __init__(self, ap, nodes=None, options=None):
+ self.ap = ap
+ self.options = options
+ if isinstance(nodes, model.Node):
+ nodes = [nodes]
+ if nodes is None:
+ nodes = []
+ self.nodes = nodes
+
+ def add_node(self, node):
+ if not isinstance(node, model.Node):
+ raise Exception("A Node is required.")
+ self.nodes.append(node)
+
+ def process(self, duration):
+ node = random.choice(self.nodes) if len(self.nodes) > 0 else None
+ return ClientProcess(self.ap, duration, node, self.options)
+
+
+# Base class for client processes
+#
+# @ap: Application Process binary
+# @duration: The time (in seconds) this process should run
+# @start_time: The time at which this process is started.
+# @options: Options to pass to the binary
+#
+class ClientProcess(Client):
+ def __init__(self, ap, duration, node=None, options=None):
+ super(ClientProcess, self).__init__(ap, node, options=options)
+ self.duration = duration
+ self.start_time = None
+ self.running = False
+ self.node = node
+ self.pid = None
+
+ def run(self, node=None):
+ self.node = node
+ if self.node is None:
+ raise Exception('No node specified for client %s' % (self.ap,))
+ self.start_time = time.time()
+
+ logger.debug(
+ 'Starting client app %s on node %s with duration %s.',
+ self.ap, self.node.name, self.duration
+ )
+
+ opt_str = self.options if self.options is not None else ""
+ cmd = "./startup.sh %s %s" % (self.ap, opt_str)
+ self.running = True
+ try:
+ self.pid = self.node.execute_command(cmd)
+ except ssh_support.SSHException:
+ logger.warning('Could not start client %s on node %s.',
+ self.ap, self.node.name)
+ logger.debug('Client app %s on node %s got pid %s.',
+ self.ap, self.node.name, self.pid)
+
+ def stop(self):
+ logger.debug(
+ 'Killing client %s on node %s.',
+ self.ap, self.node.name
+ )
+ try:
+ self.node.execute_command("kill %s" % self.pid)
+ except ssh_support.SSHException:
+ logger.warn('Could not kill client %s on node %s.',
+ self.ap, self.node.name)
+
+ def check(self):
+ """Check if the process should keep running, stop it if not,
+ and return true if and only if it is still running."""
+ now = time.time()
+ if not self.running:
+ return False
+ if now - self.start_time >= self.duration:
+ self.stop()
+ self.running = False
+ return False
+ return True
+
+
+# Base class for server programs
+#
+# @ap: Application Process binary
+# @arrival_rate: Average requests/s to be received by this server
+# @mean_duration: Average duration of a client connection (in seconds)
+# @options: Options to pass to the binary
+# @max_clients: Maximum number of clients to serve
+# @clients: Client binaries that will use this server
+# @nodes: Specific nodes to start this server on
+#
+class Server:
+ def __init__(self, ap, arrival_rate, mean_duration,
+ options=None, max_clients=float('inf'),
+ clients=None, nodes=None):
+ self.ap = ap
+ self.options = options if options is not None else ""
+ self.max_clients = max_clients
+ if clients is None:
+ clients = list()
+ self.clients = clients
+ self.nodes = nodes
+ self.arrival_rate = arrival_rate # mean requests/s
+ self.mean_duration = mean_duration # in seconds
+ self.pids = {}
+
+ def add_client(self, client):
+ self.clients.append(client)
+
+ def del_client(self, client):
+ self.clients.remove(client)
+
+ def add_node(self, node):
+ self.nodes.append(node)
+
+ def del_node(self, node):
+ self.nodes.remove(node)
+
+ def get_new_clients(self, interval):
+ """
+ Returns a list of clients of size appropriate to the server's rate.
+
+ The list's size should be a sample from Poisson(arrival_rate) over
+ interval seconds.
+ Hence, the average size should be interval * arrival_rate.
+ """
+ number = poisson(self.arrival_rate * interval)
+ number = int(min(number, self.max_clients))
+ return [self.make_client_process() for _ in range(number)]
+
+ def make_client_process(self):
+ """Returns a client of this server"""
+ if len(self.clients) == 0:
+ raise Exception("Server %s has empty client list." % (self,))
+ duration = exponential(self.mean_duration)
+ return random.choice(self.clients).process(duration=duration)
+
+ def run(self):
+ for node in self.nodes:
+ opt_str = self.options
+ logfile = "%s_server.log" % self.ap
+ script = r'nohup "$@" > %s & echo "$!"' % (logfile,)
+ cmds = ["echo '%s' > startup.sh && chmod a+x startup.sh"
+ % (script,),
+ "./startup.sh %s %s" % (self.ap, opt_str)]
+ logger.debug(
+ 'Starting server %s on node %s with logfile %s.',
+ self.ap, node.name, logfile
+ )
+ try:
+ self.pids[node] = (node.execute_commands(cmds))
+ except ssh_support.SSHException:
+ logger.warn('Could not start server %s on node %s.',
+ self.ap, node.name)
+
+ def stop(self):
+ for node, pid in self.pids.items():
+ logger.debug(
+ 'Killing server %s on node %s.',
+ self.ap, node.name
+ )
+ try:
+ node.execute_command("kill %s" % pid)
+ except ssh_support.SSHException:
+ logger.warn('Could not kill server %s on node %s.',
+ self.ap, node.name)
+
+
+# Base class for ARCFIRE storyboards
+#
+# @experiment: Experiment to use as input
+# @duration: Duration of the whole storyboard
+# @servers: App servers available in the network.
+# Type == Server or Type == List[Tuple[Server, Node]]
+#
+class StoryBoard:
+
+ DEFAULT_INTERVAL = 2.5 # in seconds (may be a float)
+
+ def __init__(self, duration, experiment=None, servers=None):
+ self.experiment = experiment
+ self.duration = duration
+ self.servers = list()
+ if servers is None:
+ servers = list()
+ for s in servers:
+ self._validate_and_add_server(s)
+ self.active_clients = []
+ self.start_time = None
+
+ def _validate_and_add_server(self, s):
+ if self.experiment is None:
+ raise ValueError("Cannot add a server before "
+ "setting the experiment.")
+ if hasattr(s, '__len__') and len(s) == 2:
+ server, node = s
+ if not isinstance(server, Server) or not isinstance(node, model.Node):
+ raise TypeError('First element must be of "Server" type, '
+ 'second must be of "Node" type.')
+ server.add_node(node)
+ self.servers.append(server)
+ elif type(s) == Server:
+ self.servers.append(s)
+ else:
+ raise TypeError('Input servers should be either an object of '
+ '"Server" type or a Server-Node couple.')
+ for node in self.servers[-1].nodes:
+ if node not in self.experiment.nodes:
+ raise ValueError('Cannot run server on node %s, '
+ 'not in experiment.' % (node.name,))
+
+ def set_experiment(self, experiment):
+ if not isinstance(experiment, model.Experiment):
+ raise TypeError('Experiment instance required.')
+ self.experiment = experiment
+
+ def add_server(self, server):
+ self._validate_and_add_server(server)
+
+ def del_server(self, server):
+ self.servers.remove(server)
+
+ def start(self):
+ self.start_time = time.time()
+ script = r'nohup "$@" > /tmp/ & echo "$!"'
+ logger.debug("Writing utility startup script on client nodes.")
+ for server in self.servers:
+ for client in server.clients:
+ for node in client.nodes:
+ node.execute_command(
+ "echo '%s' > startup.sh && chmod a+x startup.sh" % (script,)
+ )
+ try:
+ for server in self.servers:
+ server.run()
+ while time.time() - self.start_time < self.duration:
+ for server in self.servers:
+ clients = server.get_new_clients(self.DEFAULT_INTERVAL)
+ for new_client in clients:
+ new_client.run()
+ self.active_clients.append(new_client)
+ surviving = []
+ for x in self.active_clients:
+ if x.check():
+ surviving.append(x)
+ self.active_clients = surviving
+ time.sleep(self.DEFAULT_INTERVAL)
+ finally:
+ for client in self.active_clients:
+ client.stop()
+ for server in self.servers:
+ server.stop()