def _shutdown(self, coro=None):
assert coro is not None
yield self.lock.acquire()
job_infos = self.job_infos
self.job_infos = {}
computations = self.computations.items()
self.computations = {}
if self.reply_Q:
self.reply_Q.put(None)
self.lock.release()
for uid, job_info in job_infos.iteritems():
job_info.proc.terminate()
logger.debug('process for %s is killed', uid)
if isinstance(job_info.proc, multiprocessing.Process):
job_info.proc.join(2)
else:
job_info.proc.wait()
for cid, compute in computations:
sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
sock = AsynCoroSocket(sock, blocking=False)
sock.settimeout(2)
logger.debug('Sending TERMINATE to %s', compute.scheduler_ip_addr)
data = serialize({'ip_addr':self.address[0], 'port':self.address[1],
'sign':self.signature})
yield sock.sendto('TERMINATED:' + data, (compute.scheduler_ip_addr,
compute.scheduler_port))
sock.close()
def dispy_provisional_result(result):
"""Sends provisional result of computation back to the client.
In some cases, such as optimizations, computations may send
current (best) result to the client and continue computation (for
next iteration) so that the client may decide to terminate
computations based on the results or alter computations if
necessary. The computations can use this function in such cases
with the current result of computation as argument.
"""
__dispy_job_reply = __dispy_job_info.job_reply
logger.debug('Sending provisional result for job %s to %s',
__dispy_job_reply.uid, __dispy_job_info.reply_addr)
__dispy_job_reply.status = DispyJob.ProvisionalResult
__dispy_job_reply.result = result
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock = AsynCoroSocket(sock, blocking=True, keyfile=__dispy_job_keyfile,
certfile=__dispy_job_certfile)
sock.settimeout(2)
try:
sock.connect(__dispy_job_info.reply_addr)
sock.send_msg(serialize(__dispy_job_reply))
ack = sock.recv_msg()
except:
logger.warning("Couldn't send provisional results %s:\n%s",
str(result), traceback.format_exc())
sock.close()
def _send_job_reply(self, job_info, resending=False, coro=None):
"""Internal use only.
"""
assert coro is not None
job_reply = job_info.job_reply
logger.debug('Sending result for job %s (%s) to %s',
job_reply.uid, job_reply.status, str(job_info.reply_addr))
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock = AsynCoroSocket(sock, blocking=False, certfile=self.certfile, keyfile=self.keyfile)
sock.settimeout(2)
try:
yield sock.connect(job_info.reply_addr)
yield sock.send_msg(serialize(job_reply))
ack = yield sock.recv_msg()
assert ack == 'ACK'
except:
logger.error("Couldn't send results for %s to %s",
job_reply.uid, str(job_info.reply_addr))
# store job result even if computation has not enabled
# fault recovery; user may be able to access node and
# retrieve result manually
f = os.path.join(job_info.compute_dest_path, '_dispy_job_reply_%s' % job_reply.uid)
logger.debug('storing results for job %s', job_reply.uid)
try:
fd = open(f, 'wb')
pickle.dump(job_reply, fd)
fd.close()
except:
logger.debug('Could not save results for job %s', job_reply.uid)
else:
yield self.lock.acquire()
compute = self.computations.get(job_info.compute_id, None)
if compute is not None:
compute.pending_results += 1
self.lock.release()
finally:
sock.close()
if not resending:
yield self.lock.acquire()
self.avail_cpus += 1
compute = self.computations.get(job_info.compute_id, None)
if compute is None:
logger.warning('Computation for %s / %s is invalid!',
job_reply.uid, job_info.compute_id)
else:
# technically last_pulse should be updated only
# when successfully sent reply, but no harm if done
# otherwise, too
compute.last_pulse = time.time()
compute.pending_jobs -= 1
if compute.pending_jobs == 0 and compute.zombie:
self.cleanup_computation(compute)
self.lock.release()
def _send_job_reply(self, job_info, resending=False, coro=None):
"""Internal use only.
"""
assert coro is not None
job_reply = job_info.job_reply
logger.debug('Sending result for job %s (%s) to %s',
job_reply.uid, job_reply.status, str(job_info.reply_addr))
if not resending:
self.avail_cpus += 1
assert self.avail_cpus <= self.num_cpus
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock = AsynCoroSocket(sock, blocking=False, certfile=self.certfile, keyfile=self.keyfile)
sock.settimeout(5)
try:
yield sock.connect(job_info.reply_addr)
yield sock.send_msg(serialize(job_reply))
ack = yield sock.recv_msg()
assert ack == 'ACK'
compute = self.computations.get(job_info.compute_id, None)
if compute is not None:
compute.last_pulse = time.time()
except:
logger.error("Couldn't send results for %s to %s : %s",
job_reply.uid, str(job_info.reply_addr), traceback.format_exc())
# store job result even if computation has not enabled
# fault recovery; user may be able to access node and
# retrieve result manually
f = os.path.join(job_info.compute_dest_path, '_dispy_job_reply_%s' % job_reply.uid)
logger.debug('storing results for job %s', job_reply.uid)
try:
fd = open(f, 'wb')
pickle.dump(job_reply, fd)
fd.close()
except:
logger.debug('Could not save results for job %s', job_reply.uid)
else:
compute = self.computations.get(job_info.compute_id, None)
if compute is not None:
compute.pending_results += 1
finally:
sock.close()
if not resending:
compute = self.computations.get(job_info.compute_id, None)
if compute is not None:
compute.pending_jobs -= 1
if compute.pending_jobs == 0 and compute.zombie:
self.cleanup_computation(compute)
def timer_task(self, coro=None):
coro.set_daemon()
reset = True
last_pulse_time = last_zombie_time = time.time()
while True:
if reset:
if self.pulse_interval and self.zombie_interval:
timeout = min(self.pulse_interval, self.zombie_interval)
self.zombie_interval = max(5 * self.pulse_interval, self.zombie_interval)
else:
timeout = max(self.pulse_interval, self.zombie_interval)
self.zombie_interval = self.zombie_interval
reset = yield coro.suspend(timeout)
now = time.time()
if self.pulse_interval and (now - last_pulse_time) >= self.pulse_interval:
n = self.cpus - self.avail_cpus
assert n >= 0
if n > 0 and self.scheduler_ip_addr:
last_pulse_time = now
msg = 'PULSE:' + serialize({'ip_addr':self.ext_ip_addr,
'port':self.udp_sock.getsockname()[1], 'cpus':n})
sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
sock = AsynCoroSocket(sock, blocking=False)
sock.settimeout(1)
yield sock.sendto(msg, (self.scheduler_ip_addr, self.scheduler_port))
sock.close()
if self.zombie_interval and (now - last_zombie_time) >= self.zombie_interval:
last_zombie_time = now
yield self.lock.acquire()
for compute in self.computations.itervalues():
if (now - compute.last_pulse) > self.zombie_interval:
compute.zombie = True
zombies = [compute for compute in self.computations.itervalues() \
if compute.zombie and compute.pending_jobs == 0]
for compute in zombies:
logger.debug('Deleting zombie computation "%s"', compute.name)
self.cleanup_computation(compute)
phoenix = [compute for compute in self.computations.itervalues() \
if not compute.zombie and compute.pending_results]
for compute in phoenix:
files = [f for f in os.listdir(compute.dest_path) \
if f.startswith('_dispy_job_reply_')]
# limit number queued so as not to take up too much time
files = files[:min(len(files), 128)]
for f in files:
result_file = os.path.join(compute.dest_path, f)
try:
fd = open(result_file, 'rb')
job_result = pickle.load(fd)
fd.close()
except:
logger.debug('Could not load "%s"', result_file)
logger.debug(traceback.format_exc())
continue
try:
os.remove(result_file)
except:
logger.debug('Could not remove "%s"', result_file)
compute.pending_results -= 1
job_info = _DispyJobInfo(job_result, (compute.scheduler_ip_addr,
compute.job_result_port), compute)
Coro(self._send_job_reply, job_info, resending=True)
self.lock.release()
for compute in zombies:
sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
sock = AsynCoroSocket(sock, blocking=False)
sock.settimeout(1)
logger.debug('Sending TERMINATE to %s', compute.scheduler_ip_addr)
data = serialize({'ip_addr':self.address[0], 'port':self.address[1],
'sign':self.signature})
yield sock.sendto('TERMINATED:%s' % data, (compute.scheduler_ip_addr,
compute.scheduler_port))
sock.close()
if self.scheduler_ip_addr is None and self.avail_cpus == self.cpus:
self.pulse_interval = None
reset = True
yield self.send_pong_msg(coro=coro)
def udp_server(self, scheduler_ip_addr, coro=None):
assert coro is not None
coro.set_daemon()
if self.avail_cpus == self.cpus:
yield self.send_pong_msg(coro=coro)
pong_msg = {'ip_addr':self.ext_ip_addr, 'name':self.name, 'port':self.address[1],
'cpus':self.cpus, 'sign':self.signature, 'version':_dispy_version}
pong_msg = 'PONG:' + serialize(pong_msg)
if scheduler_ip_addr:
sock = AsynCoroSocket(socket.socket(socket.AF_INET, socket.SOCK_DGRAM))
try:
yield sock.sendto(pong_msg, (scheduler_ip_addr, self.scheduler_port))
except:
logger.warning("Couldn't send ping message to %s:%s",
scheduler_ip_addr, self.scheduler_port)
finally:
sock.close()
while True:
msg, addr = yield self.udp_sock.recvfrom(1024)
# TODO: process each message as separate Coro, so
# exceptions are contained?
if msg.startswith('PING:'):
if self.cpus != self.avail_cpus:
logger.debug('Busy (%s/%s); ignoring ping message from %s',
self.cpus, self.avail_cpus, addr[0])
continue
try:
info = unserialize(msg[len('PING:'):])
socket.inet_aton(info['scheduler_ip_addr'])
assert isinstance(info['scheduler_port'], int)
assert info['version'] == _dispy_version
addr = (info['scheduler_ip_addr'], info['scheduler_port'])
except:
# raise
logger.debug('Ignoring ping message from %s (%s)', addr[0], addr[1])
continue
yield self.udp_sock.sendto(pong_msg, addr)
elif msg.startswith('PULSE:'):
try:
info = unserialize(msg[len('PULSE:'):])
assert info['ip_addr'] == self.scheduler_ip_addr
yield self.lock.acquire()
for compute in self.computations.itervalues():
compute.last_pulse = time.time()
yield self.lock.release()
except:
logger.warning('Ignoring PULSE from %s', addr[0])
elif msg.startswith('SERVERPORT:'):
try:
req = unserialize(msg[len('SERVERPORT:'):])
sock = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
reply = {'ip_addr':self.address[0], 'port':self.address[1],
'sign':self.signature, 'version':_dispy_version}
sock = AsynCoroSocket(sock, blocking=False)
sock.settimeout(1)
yield sock.sendto(serialize(reply), (req['ip_addr'], req['port']))
sock.close()
except:
logger.debug(traceback.format_exc())
# pass
else:
logger.warning('Ignoring ping message from %s', addr[0])