class OfflineWorker(multiprocessing.Process):
""" Offline worker. """
def __init__(self, configfile, job_queue, result_queue, loglevel=Logger.INFO, loghost="localhost:9999"):
""" Constructor. """
# Parent constructor
multiprocessing.Process.__init__(self)
# Setup logging
self.logger = Logger(self._name, loglevel, loghost)
try:
# Init OA
self.config = Configuration(configfile)
# Create analyzer
self.analyzer = Analyzer(self.config)
# Create presenter
self.presenter = Presenter(self.config)
except Exception, e:
self.logger.error("[__init__] Error initializing the OA (Error: %s)", e)
# Job queue
self.job_queue = job_queue
# Result queue
self.res_queue = result_queue
# Output
self.out = {}
class WSNoOp(object):
""" Default WorkSpawner function. """
def __init__(self):
""" Constructor. """
self.logger = Logger("NoOp", LOG_LEVEL, LOG_HOST)
def process(self, filename):
""" Default action. """
self.logger.error("No function configured. File '%s' will be ignored.", filename)
def __init__(self):
# Parent init
threading.Thread.__init__(self)
self.reload = False
# Job handling stuff
self.runningflag = True
self.num_processes = 2 # Parallel
self.maxjobs = 6
# Init logging server
try:
self.log_server = LoggerServer("WorkSpawner", LOG_LEVEL, LOG_FILE)
except:
self.log_server = None
# Default values when there's only a name
self.defaultjobmetainfo = ("", "WSNoOp.process", "")
self.defaultpostmetainfo = ("", "", "")
# Job queue from outside
self.tangoqueue = Queue.Queue()
# State flag
self._state = WorkSpawnerServer.STANDBY
# Setup logging
self.logger = Logger("WorkSpawnerMaster", LOG_LEVEL, LOG_HOST)
def __init__(self, job_queue, result_queue=None):
""" Worker process constructor
Worker(job_queue, result_queue=None)
Result queue may be null if the results are not needed.
"""
# base class initialization
multiprocessing.Process.__init__(self)
# job management stuff
self.job_queue = job_queue
self.result_queue = result_queue
# Module management
self.lastmodule = None
self.lastfunction = None
self.coremodule = None
self.coreclass = None
self.corefunction = None
# Setup logging
self.logger = Logger(self._name, LOG_LEVEL, LOG_HOST)
class Worker(multiprocessing.Process):
""" Worker process
"""
def __init__(self, job_queue, result_queue=None):
""" Worker process constructor
Worker(job_queue, result_queue=None)
Result queue may be null if the results are not needed.
"""
# base class initialization
multiprocessing.Process.__init__(self)
# job management stuff
self.job_queue = job_queue
self.result_queue = result_queue
# Module management
self.lastmodule = None
self.lastfunction = None
self.coremodule = None
self.coreclass = None
self.corefunction = None
# Setup logging
self.logger = Logger(self._name, LOG_LEVEL, LOG_HOST)
def load_module(self, module, function):
""" General function to load a function from a module. If the function
is a method of a class, an instance of that class is created and
returned.
The returned value is a tuple containing:
1) The module
2) The function
3) The class instance if required
"""
try:
# Reset core class
coreclass = None
# Import module
if module != "":
__import__(module, level=0)
# Get the submodule, if needed
coremodule = sys.modules[module]
else:
coremodule = sys.modules[__name__]
# If needed separate class from function
func_parts = function.split(".")
# If we have a class we must create an instance
if len(func_parts) > 1:
tempclass = coremodule
for i in range(len(func_parts) - 1):
tempclass = getattr(tempclass, func_parts[i])
coreclass = tempclass() # Instance
# Get function
corefunction = getattr(coreclass, func_parts[-1])
# If we have a simple function we search for it in coremodule
else:
corefunction = getattr(coremodule, func_parts[0])
return (coremodule, corefunction, coreclass)
except Exception as e:
self.logger.error("Processing function failed (Error: %s)", e, exc_info=True)
return (None, None, None)
def run(self):
""" Worker entry point
Cycle indefinitely waiting for jobs on the job queue. The worker will
be terminated when it will receive a job tuple with the first element
set as None.
"""
while True:
try:
# Get a job from the queue
# A job is a tuple with the following format:
# (0:job ID, 1:filename, 2:module, 3:function, 4:parameters)
job = self.job_queue.get(timeout=0.2)
# When we receive a tuple where the job ID is None we terminate
# the worker
if job[0] == None:
break
except Queue.Empty:
continue
except Exception as e:
self.logger.error("Error reading from the job queue (Error: %s)", e)
break
if job[2] != self.lastmodule or job[3] != self.lastfunction:
(self.coremodule, self.corefunction, self.coreclass) = self.load_module(job[2], job[3])
if self.corefunction == None:
self.logger.error("Cannot find processing function '%s'", job[3])
if self.result_queue:
self.result_queue.put((job[0], False))
self.lastmodule = None
self.lastfunction = None
continue
else:
self.lastmodule = job[2]
self.lastfunction = job[3]
try:
retval = False
if job[4] != "":
retval = self.corefunction(job[1], job[4])
else:
retval = self.corefunction(job[1])
except Exception as e:
self.logger.error("Processing function failed (Error: %s)", e, exc_info=True)
if self.result_queue:
self.result_queue.put((job[0], False))
else:
# Store the function result
if self.result_queue:
self.result_queue.put((job[0], retval))
self.logger.info("Terminating worker.")
def __init__(self):
""" Constructor. """
self.logger = Logger("NoOp", LOG_LEVEL, LOG_HOST)
class WorkSpawnerServer(threading.Thread):
# Status constants
ON = 0
OFF = 1
STANDBY = 2
RUNNING = 3
ERROR = 4
WARN = 5
NONE = 6
def __init__(self):
# Parent init
threading.Thread.__init__(self)
self.reload = False
# Job handling stuff
self.runningflag = True
self.num_processes = 2 # Parallel
self.maxjobs = 6
# Init logging server
try:
self.log_server = LoggerServer("WorkSpawner", LOG_LEVEL, LOG_FILE)
except:
self.log_server = None
# Default values when there's only a name
self.defaultjobmetainfo = ("", "WSNoOp.process", "")
self.defaultpostmetainfo = ("", "", "")
# Job queue from outside
self.tangoqueue = Queue.Queue()
# State flag
self._state = WorkSpawnerServer.STANDBY
# Setup logging
self.logger = Logger("WorkSpawnerMaster", LOG_LEVEL, LOG_HOST)
def start_worker(self, job_queue, result_queue=None):
""" start_worker(job_queue, result_queue=None)
Method to create a new worker
"""
worker = Worker(job_queue, result_queue)
worker.start()
return worker
def getErrorState(self):
""" Return the error state of the workspawner. """
if self.log_server is not None:
log_state = self.log_server.getStatus()
if log_state == Logger.ERROR:
return WorkSpawnerServer.ERROR
elif log_state == Logger.WARN:
return WorkSpawnerServer.WARN
return WorkSpawnerServer.NONE
def getProcessingState(self):
""" Return the processing state of the workspawner. """
if self.tangoqueue.empty() and len(self.pending_jobs) == 0 and len(self.pending_post) == 0:
return WorkSpawnerServer.STANDBY
else:
return WorkSpawnerServer.RUNNING
def multProcessSrv(self):
""" Main processing function
"""
# Workers stuff
job_id = 0
worker_list = []
self.job_queue = multiprocessing.Queue()
self.result_queue = multiprocessing.Queue()
self.pending_jobs = []
# Post processing stuff
post_worker = None
self.post_jobs = multiprocessing.Queue()
self.post_results = multiprocessing.Queue()
self.pending_post = []
# Start worker processes
try:
for i in range(0, self.num_processes):
worker_list.append(self.start_worker(self.job_queue, self.result_queue))
if all(self.defaultpostmetainfo[0:2]):
post_worker = self.start_worker(self.post_jobs, self.post_results)
except Exception as e:
self.logger.error("[multProcessSrv] Error starting worker pool (Error: %s)", e)
return -1
sighandler.term_interrupt = False
while self.runningflag and not sighandler.term_interrupt:
# Check reload signal
if self.reload:
# To reload all the workers just send them an empty job
for i in range(len(worker_list)):
self.job_queue.put((None,))
if post_worker:
self.post_jobs.put((None,))
# Reset log server
if self.log_server is not None:
self.log_server.resetError()
# Reset reload flag
self.reload = False
# Fill the job queue
while len(self.pending_jobs) < self.maxjobs:
try:
jobinfo = self.tangoqueue.get(timeout=0.2)
except Queue.Empty:
break
except Exception as e:
self.logger.error("[multProcessSrv] Exception reading input job queue (Error: %s)", e)
# FIXME: this error should be handled better...
break
# Complete job tuple (filename, module, function, parameters)
if len(jobinfo) == 1:
jobinfo = jobinfo + self.defaultjobmetainfo
elif len(jobinfo) == 2:
jobinfo = jobinfo + self.defaultjobmetainfo[1:]
elif len(jobinfo) == 3:
jobinfo = jobinfo + self.defaultjobmetainfo[2:]
self.logger.debug("[multProcessSrv] Job meta info: %s", jobinfo)
self.job_queue.put((job_id,) + jobinfo)
self.pending_jobs.append(job_id)
job_id += 1
# Check that all workers are still alive
for worker in worker_list:
if not worker.is_alive():
try:
worker.join()
self.logger.info("[multProcessSrv] worker '%s' terminated.", worker.name)
worker_list.remove(worker)
except Exception as e:
self.logger.error("[multProcessSrv] Error joining a dead worker process (Error: %s)", e)
# If the number of running workers is more that what is configured we
# kill a suitable number of processes appending a corresponding
# number of (None, ) jobs. The first processes reading the null
# job will be killed
if self.num_processes < len(worker_list):
self.job_queue.put((None,))
# If the number of running workers is less that what is configured
# we start a suitable number of workers to meet the requirement
if self.num_processes > len(worker_list):
try:
worker_list.append(self.start_worker(self.job_queue, self.result_queue))
self.logger.info("[multProcessSrv] respawned a worker thread.")
except Exception as e:
self.logger.error("[multProcessSrv] Error respawning a worker process (Error: %s)", e)
# Check if the post-processing worker is needed and if it's
# running. Terminate it in case is no more configured
if all(self.defaultpostmetainfo[0:2]):
if not post_worker:
try:
post_worker = self.start_worker(self.post_jobs, self.post_results)
self.logger.info("[multProcessSrv] started post-processing thread.")
except Exception as e:
self.logger.error("[multProcessSrv] Error starting post-processing process (Error: %s)", e)
elif not post_worker.is_alive():
try:
post_worker.join()
post_worker = self.start_worker(self.post_jobs, self.post_results)
self.logger.info("[multProcessSrv] respawned post-processing thread.")
except Exception as e:
self.logger.error("[multProcessSrv] Error respawning post-processing process (Error: %s)", e)
# Clean up the worker process if for some reason the
# post-processing got disabled
elif post_worker:
self.post_jobs.put((None,))
try:
post_worker.join(timeout=0.2)
except:
pass
else:
try:
while True:
self.post_jobs.get()
except Queue.Empty:
pass
self.logger.info("[multProcessSrv] terminated post-processing thread")
post_worker = None
# Collect results from processing workers
while True:
try:
result = self.result_queue.get(timeout=0.2)
self.logger.info("[multProcessSrv] Job with ID '%d' returned", result[0])
matches = [i for i, jid in enumerate(self.pending_jobs) if jid == result[0]]
if len(matches) == 0:
self.logger.error("[multProcessSrv] Got result from unexpected job with ID %d", result[0])
elif len(matches) > 1:
self.logger.error(
"[multProcessSrv] Got multiple matches (%d) for job with ID %d", len(matches), result[0]
)
for m in matches:
del self.pending_jobs[m]
# Pass return value to post-processing
if all(self.defaultpostmetainfo[0:2]) and post_worker:
# Submit result to post-processing worker
if result[1] != False:
self.post_jobs.put(
(
result[0],
result[1],
self.defaultpostmetainfo[0],
self.defaultpostmetainfo[1],
self.defaultpostmetainfo[2],
)
)
self.pending_post.append(result[0])
except Queue.Empty:
break
except Exception as e:
self.logger.error(
"[multProcessSrv] Got exception while getting results for completed jobs (Error: %s)",
e,
exc_info=True,
)
# Collect result from post-processing worker
while True:
try:
result = self.post_results.get(timeout=0.1)
if result[1] == True:
self.logger.info(
"[multProcessSrv] Post-processing of job with ID '%d' completed successfully", result[0]
)
else:
self.logger.info(
"[multProcessSrv] Post-processing of job with ID '%d' completed with errors", result[0]
)
matches = [i for i, jid in enumerate(self.pending_post) if jid == result[0]]
if len(matches) == 0:
self.logger.error(
"[multProcessSrv] Got post-processing result from unexpected job with ID %d", result[0]
)
elif len(matches) > 1:
self.logger.error(
"[multProcessSrv] Got multiple matches (%d) for post-processing of job with ID %d",
len(matches),
result[0],
)
for m in matches:
del self.pending_post[m]
except Queue.Empty:
break
except Exception as e:
self.logger.error(
"[multProcessSrv] Got exception while getting results for completed post-processing jobs (Error: %s)",
e,
exc_info=True,
)
# Stop all processing workers
for worker in worker_list:
self.job_queue.put((None,))
for worker in worker_list:
worker.join()
# Stop post-processing worker
if post_worker:
self.post_jobs.put((None,))
post_worker.join()
def run(self):
""" WorkSpawner server entry point
"""
try:
# Start logging server thread
if self.log_server is not None:
self.log_server.start()
# Start multiprocessing
self.logger.info("[__init__] Started WS server")
self.multProcessSrv()
except Exception as e:
self.logger.error("[run] Unexpected exception (Error: %s)", e)
retval = -1
else:
retval = 0
finally:
# Shutting down logging server
if self.log_server is not None:
self.log_server.server.shutdown()
self.log_server.join()
return retval
except Exception as e:
self.logger.error("[run] Unexpected exception (Error: %s)", e)
retval = -1
else:
retval = 0
finally:
# Shutting down logging server
if self.log_server is not None:
self.log_server.server.shutdown()
self.log_server.join()
return retval
if __name__ == "__main__":
logger = Logger(name="Main", level=LOG_LEVEL, filename=LOG_FILE)
logger.info("Starting workspawner in standalone mode.")
# Build server
srv = WorkSpawnerServer()
srv.defaultjobmetainfo = ("OnlineAnalysis.oa_root", "oa_single.process", "")
srv.defaultpostmetainfo = ("OnlineAnalysis.oa_root", "oa_present.update", "")
# Run server
srv.start()
# Wait for the server to setup the worker pool
time.sleep(1)
import glob