diff --git a/beat/web/backend/api.py b/beat/web/backend/api.py
index fb14a01138fe8ebfc2f4aeeaa1603456aa0891c7..54803dda8d85295843d8ed7d376d9d391d25245c 100755
--- a/beat/web/backend/api.py
+++ b/beat/web/backend/api.py
@@ -99,13 +99,21 @@ def start_local_scheduler(request):
# Clean start-up
LocalSchedulerProcesses.objects.all().delete()
+ address = getattr(settings, 'LOCAL_SCHEDULER_ADDRESS', '127.0.0.1')
+ port = getattr(settings, 'LOCAL_SCHEDULER_PORT', 50000)
+ use_docker = getattr(settings, 'LOCAL_SCHEDULER_USE_DOCKER', False)
+
+ full_address = 'tcp://%s:%d' % (address, port)
+
for worker in Worker.objects.all():
(pid, _) = local_scheduler.start_worker(worker.name, settings.PREFIX,
settings.CACHE_ROOT,
- 'tcp://127.0.0.1:50000')
+ full_address,
+ use_docker=use_docker)
+
LocalSchedulerProcesses(name=worker.name, pid=pid).save()
- (pid, _) = local_scheduler.start_scheduler(address='127.0.0.1', port=50000)
+ (pid, _) = local_scheduler.start_scheduler(address=address, port=port)
LocalSchedulerProcesses(name='Scheduler', pid=pid).save()
return Response(status=status.HTTP_204_NO_CONTENT)
diff --git a/beat/web/backend/local_scheduler.py b/beat/web/backend/local_scheduler.py
index ba688dba4422f94564f023c3a5d6948f2c5604e2..bc270cb0bea67dcd9d331aad71acd35df10636e9 100755
--- a/beat/web/backend/local_scheduler.py
+++ b/beat/web/backend/local_scheduler.py
@@ -26,6 +26,8 @@
###############################################################################
+from django.conf import settings
+
import multiprocessing
import psutil
import signal
@@ -80,16 +82,18 @@ class WorkerProcess(multiprocessing.Process):
#----------------------------------------------------------
-def start_scheduler(settings='beat.web.settings.settings', interval=5,
+def start_scheduler(settings_module='beat.web.settings.settings', interval=5,
address='127.0.0.1', port=50000):
args = [
- '--settings=%s' % str(settings),
+ '--settings=%s' % str(settings_module),
'--interval=%d' % int(interval),
'--address=%s' % str(address),
'--port=%d' % int(port),
- '--verbose',
]
-
+
+ if getattr(settings, 'LOCAL_SCHEDULER_VERBOSITY', None) is not None:
+ args.append(settings.LOCAL_SCHEDULER_VERBOSITY)
+
process = SchedulerProcess(args)
process.start()
process.queue.get()
@@ -100,15 +104,20 @@ def start_scheduler(settings='beat.web.settings.settings', interval=5,
#----------------------------------------------------------
-def start_worker(name, prefix, cache, scheduler_address):
+def start_worker(name, prefix, cache, scheduler_address, use_docker=False):
args = [
'--prefix=%s' % str(prefix),
'--cache=%s' % str(cache),
'--name=%s' % str(name),
- '--verbose',
str(scheduler_address)
]
+ if use_docker:
+ args.insert(3, '--docker')
+
+ if getattr(settings, 'LOCAL_SCHEDULER_VERBOSITY', None) is not None:
+ args.insert(3, settings.LOCAL_SCHEDULER_VERBOSITY)
+
process = WorkerProcess(args)
process.start()
process.queue.get()
diff --git a/beat/web/backend/models/worker.py b/beat/web/backend/models/worker.py
index 405b40b23c5721bfdb25849f9646a3553528af5c..5d9a915bd01d9159a0a1d7390d59e363a0a6ac59 100755
--- a/beat/web/backend/models/worker.py
+++ b/beat/web/backend/models/worker.py
@@ -133,244 +133,9 @@ class Worker(models.Model):
def available_cores(self):
'''Calculates the number of available cores considering current load'''
-
return max(self.cores - self.load(), 0)
- # def deactivate(self, reason):
- # '''Deactivates the current worker for a reason, that is registered'''
- #
- # self.info = reason
- # self.active = False
- #
- #
- # def activate(self, reason=None):
- # '''Reactivates the worker, deletes any associated information'''
- #
- # self.info = reason
- # self.active = True
-
-
def as_dict(self):
'''Returns a dictionary-like representation'''
-
return dict(cores=self.cores, memory=self.memory)
-
-
- # def check_environments(self, environments):
- # '''Checks that this worker has access to all environments it needs
- #
- # This method will check if the found set of environments (in the
- # dictionary ``environments``) contains, at least, one environment for
- # each environment object this worker is supposed to be able to execute
- # user algorithms for.
- #
- #
- # Parameters:
- #
- # environments (dict): A dictionary of environments found by using
- # :py:func:`utils.find_environments` in which, keys represent the
- # natural keys of Django database environments.
- #
- #
- # Returns:
- #
- # list: A list of missing environments this worker can be assigned to
- # work with, but where not found
- #
- # list: A list of unused environments this worker cannot be assigned to
- # work with, but where nevertheless found
- #
- # '''
- #
- # slots = Slot.objects.filter(worker=self)
- # queues = Queue.objects.filter(slots__in=slots)
- # wishlist = Environment.objects.filter(queues__in=queues, active=True)
- # wishlist = wishlist.order_by('id').distinct()
- #
- # required = [k.fullname() for k in wishlist]
- # missing = [k for k in required if k not in environments]
- # unused = [k for k in environments if k not in required]
- #
- # return missing, unused
- #
- #
- # def update_state(self):
- # '''Updates state on the database based on current machine readings'''
- #
- # # check I have at least all cores and memory I'm supposed to have
- # cores = psutil.cpu_count()
- # ram = psutil.virtual_memory().total / (1024 * 1024)
- # self.info = ''
- #
- # if cores < self.cores:
- # logger.warn("Worker `%s' only has %d cores which is less then " \
- # "the value declared on the database - it's not a problem, " \
- # "but note this self may get overloaded", self, cores)
- # self.info += 'only %d cores;' % cores
- #
- # if ram < self.memory:
- # logger.warn("Worker `%s' only has %d Mb of RAM which is less " \
- # "then the value declared on the database - it's not a " \
- # "problem, but note this self may get overloaded", self,
- # ram)
- # self.info += 'only %d Mb of RAM;' % ram
- #
- # with transaction.atomic():
- # self_ = Worker.objects.select_for_update().get(pk=self.pk) #lock
- #
- # # update process and memory usage
- # self.used_cores = int(psutil.cpu_percent())
- # self.used_memory = int(psutil.virtual_memory().percent)
- #
- # # save current self state
- # self.active = True
- # self.update = False
- # self.save()
- #
- #
- # def terminate(self):
- # '''Cleanly terminates a particular worker at the database
- #
- # .. note::
- #
- # This method does not destroy running or assigned processes that may
- # be running or assigned to this worker. This is implemented in this
- # way to allow for a clean replacement of the worker program w/o an
- # interruption of the backend service.
- #
- # '''
- #
- # from ..models import JobSplit
- # from ..models import Job
- #
- # # disables worker, so no more splits can be assigned to it
- # with transaction.atomic():
- # self_ = Worker.objects.select_for_update().get(pk=self.pk)
- # self_.active = False
- # self_.used_cores = 0
- # self_.used_memory = 0
- # self_.info = 'Worker deactivated by system administrator'
- # self_.save()
- #
- # # cancel job splits which should be cancelled anyways
- # for j in JobSplit.objects.filter(worker=self, status=JobSplit.CANCELLING,
- # end_date__isnull=True, process_id__isnull=False):
- # if psutil.pid_exists(j.process_id):
- # os.kill(j.process_id, signal.SIGTERM)
- #
- # # cleans-up zombie processes that may linger
- # _cleanup_zombies()
- #
- #
- # def shutdown(self):
- # '''Removes all running/assigned jobs from the queue, shuts down
- #
- # This method should be used with care as it may potentially cancel all
- # assigned splits for the current worker.
- #
- # '''
- #
- # from ..models import JobSplit
- # from ..models import Job
- #
- # self.terminate()
- #
- # message = 'Cancelled on forced worker shutdown (maintenance)' \
- # ' - you may retry submitting your experiment shortly'
- #
- # # cancel job splits which were not yet started
- # for j in JobSplit.objects.filter(worker=self, status=JobSplit.QUEUED,
- # start_date__isnull=True, process_id__isnull=True):
- # j.end(Result(status=1, usrerr=message))
- #
- # # cancel job splits which are running
- # for j in JobSplit.objects.filter(worker=self, status=JobSplit.PROCESSING,
- # end_date__isnull=True, process_id__isnull=False):
- # j._cancel()
- #
- #
- #
- # def work(self, environments, process):
- # '''Launches user code on isolated processes
- #
- # This function is supposed to be called asynchronously, by a
- # scheduled agent, every few seconds. It examines job splits assigned
- # to the current host and launches an individual process to handle
- # these splits. The process is started locally and the process ID
- # stored with the split.
- #
- # Job split cancelling is executed by setting the split state as
- # ``CANCEL`` and waiting for this function to handle it.
- #
- #
- # Parameters:
- #
- # environments (dict): A dictionary containing installed
- # environments, their description and execute-file paths.
- #
- # process (str): The path to the ``process.py`` program to use for
- # running the user code on isolated processes.
- #
- # '''
- #
- # from ..models import JobSplit
- # from ..models import Job
- #
- # # refresh state from database and update state if required
- # self.refresh_from_db()
- # if self.update: self.update_state()
- #
- # # cancel job splits by killing associated processes
- # for j in JobSplit.objects.filter(worker=self, status=JobSplit.CANCELLING,
- # end_date__isnull=True):
- # if j.process_id is not None and psutil.pid_exists(j.process_id):
- # os.kill(j.process_id, signal.SIGTERM)
- # else: # process went away without any apparent reason
- # with transaction.atomic():
- # message = "Split %d/%d running at worker `%s' for " \
- # "block `%s' of experiment `%s' finished before " \
- # "even starting. Force-cancelling job split at " \
- # "database..." % (j.split_index+1,
- # j.job.block.required_slots,
- # self,
- # j.job.block.name,
- # j.job.block.experiment.fullname(),
- # )
- # logger.error(message)
- # j.end(Result(status=1, usrerr=settings.DEFAULT_USER_ERROR))
- #
- # # cmdline base argument
- # cmdline = [process]
- # if settings.DEBUG:
- # cmdline += ['-vv']
- # else:
- # cmdline += ['-v']
- #
- # # start newly assigned job splits
- # with transaction.atomic():
- # splits = JobSplit.objects.select_for_update().filter(worker=self,
- # status=JobSplit.QUEUED, start_date__isnull=True,
- # process_id__isnull=True)
- # for split in splits:
- # # if we get to this point, then we launch the user process
- # # -> see settings.WORKER_DETACH_CHILDREN for more info
- # kwargs = dict()
- # if settings.WORKER_DETACH_CHILDREN:
- # kwargs['preexec_fn'] = os.setpgrp
- # subprocess.Popen(cmdline + [str(split.pk)], **kwargs)
- # split.status = JobSplit.PROCESSING #avoids re-running
- # split.save()
- #
- # # cleans-up zombie processes that may linger
- # _cleanup_zombies()
- #
- #
- # def __enter__(self):
- # self.update_state()
- # return self
- #
- #
- # def __exit__(self, *exc):
- # self.terminate()
- # return False #propagate exceptions
diff --git a/beat/web/backend/tests/test_scheduler.py b/beat/web/backend/tests/test_scheduler.py
index 0280d5ca30107dd69ba3594301508f755741896b..59448d83a2847cd46de7bcc2a0f9c562bc3c23a7 100755
--- a/beat/web/backend/tests/test_scheduler.py
+++ b/beat/web/backend/tests/test_scheduler.py
@@ -41,6 +41,8 @@ from ..models import Worker
from ..utils import setup_backend
from ..helpers import schedule_experiment
from ..helpers import cancel_experiment
+from ..local_scheduler import start_scheduler
+from ..local_scheduler import start_worker
from ...scripts import scheduler
from ...experiments.models import Experiment
@@ -52,40 +54,6 @@ from beat.core.scripts import worker
#----------------------------------------------------------
-class SchedulerThread(multiprocessing.Process):
-
- def __init__(self, queue, arguments):
- super(SchedulerThread, self).__init__()
-
- self.queue = queue
- self.arguments = arguments
-
-
- def run(self):
- self.queue.put('STARTED')
- scheduler.main(self.arguments)
-
-
-#----------------------------------------------------------
-
-
-class WorkerThread(multiprocessing.Process):
-
- def __init__(self, queue, arguments):
- super(WorkerThread, self).__init__()
-
- self.queue = queue
- self.arguments = arguments
-
-
- def run(self):
- self.queue.put('STARTED')
- worker.main(self.arguments)
-
-
-#----------------------------------------------------------
-
-
class TestSchedulerBase(TransactionTestCase, BackendUtilitiesMixin):
def __init__(self, methodName='runTest'):
@@ -112,16 +80,9 @@ class TestSchedulerBase(TransactionTestCase, BackendUtilitiesMixin):
def start_scheduler(self):
- args = [
- '--settings=beat.web.settings.test',
- '--interval=1',
- '--address=127.0.0.1',
- '--port=50000',
- ]
-
- self.scheduler_thread = SchedulerThread(multiprocessing.Queue(), args)
- self.scheduler_thread.start()
- self.scheduler_thread.queue.get()
+ (pid, self.scheduler_thread) = start_scheduler(settings_module='beat.web.settings.test',
+ interval=1, address='127.0.0.1',
+ port=52000)
def stop_scheduler(self):
@@ -132,16 +93,8 @@ class TestSchedulerBase(TransactionTestCase, BackendUtilitiesMixin):
def start_worker(self, name):
- args = [
- '--prefix=%s' % settings.PREFIX,
- '--cache=%s' % settings.CACHE_ROOT,
- '--name=%s' % name,
- 'tcp://127.0.0.1:50000',
- ]
-
- worker_thread = WorkerThread(multiprocessing.Queue(), args)
- worker_thread.start()
- worker_thread.queue.get()
+ (pid, worker_thread) = start_worker(name, settings.PREFIX, settings.CACHE_ROOT,
+ 'tcp://127.0.0.1:52000')
self.worker_threads[name] = worker_thread
diff --git a/beat/web/settings/settings.py b/beat/web/settings/settings.py
index 81c3f9a6b76671bfd1af12b1694b4170e0a4994c..23311a217d89299a8f7d20dae46b84e5f195aacc 100755
--- a/beat/web/settings/settings.py
+++ b/beat/web/settings/settings.py
@@ -213,10 +213,8 @@ CACHE_ROOT = os.path.join(PREFIX, 'cache')
#
##############################################################################
-DATASETS_UID = 1000
-# DATASETS_UID = None
-DATASETS_ROOT_PATH = '/Users/pabbet/Projects/databases/'
-# DATASETS_ROOT_PATH = None
+DATASETS_UID = None
+DATASETS_ROOT_PATH = None
##############################################################################
@@ -267,58 +265,22 @@ EMAIL_USE_TLS = False
##############################################################################
# The scheduling interval controls the number of seconds between
-# scheduling attempts (calls to :py:func:`beat.web.backend.schedule.schedule`)
+# scheduling attempts
SCHEDULING_INTERVAL = 5 #seconds
-# The worker interval controls the number of seconds between checks
-# a particular worker will run to verify jobs are not scheduled to itself
-WORKER_INTERVAL = 5 #seconds
-
# If set, a testing panel that can accomplish scheduling activities will appear
# at the scheduler page allowing administrators to launch scheduling activities
# manually.
SCHEDULING_PANEL = True
-# The maximum index split errors control the maximum number of times we can
-# incur in an index split error condition without cancelling the block
-# execution altogether. This number, multiplied by the scheduling interval,
-# must be larger than 60 seconds, as this is the default NFS caching interval.
-# If you run on a reliable networked filesystem (i.e., not NFS) or on the local
-# node, you may set this value to 0, which will cause the scheduling activity
-# to consider even a single splitting error as enough reason to cancel the
-# block execution (and, by consequence), the experiment.
-MAXIMUM_SPLIT_ERRORS = 0 #attempts to split without errors
-
-# The maximum number of IOErrors (due to cache loading) which are acceptable
-# for a particular split. If the number of cache errors is bigger than the
-# value set, then the split is considered as failed. This variable serves the
-# same purpose as ``MAXIMUM_SPLIT_ERRORS`` above and fills-in where NFS caching
-# does not. If you're running on a reliable filesystem, you can't leave it to
-# zero.
-MAXIMUM_IO_ERRORS = 0 #attempts to load cache files without errors
-
-# The maximum number of retries for saving (mostly at start() and end()), job
-# splits from remote processes. If you're using a SQLite database backend, this
-# number should be higher than 1 (recommended value is 3 to 5). In case you're
-# using another database, then this can value can be ignored. If set to a value
-# of one or more and there are "database is locked" errors, then job split
-# saving at ``start()`` or ``end()`` will be retried with a 1-second interval.
-MAXIMUM_SPLIT_SAVE_RETRIES = 5
-
-# The default user error is a message string that is set upon the failure of
-# execution of a particular block if the root cause of the problem is NOT a
-# user error, but the systems'. In this case, the system administrators receive
-# an e-mail indicating the exception caught and the user block for a given
-# experiment is marked with this informative message.
-DEFAULT_USER_ERROR = "A system error occurred and we could not run your " \
- "algorithm.\nThe administrators have been informed.\nYou may try to run " \
- "the experiment again at another moment."
-
-# If set, then detach children processes (I/O daemons) from the worker process
-# group. In this case, signals sent to the worker process will not be forwarded
-# to the processing children. This is desirable in a production environment, to
-# avoid user processes to be terminated in case the worker is updated.
-WORKER_DETACH_CHILDREN = False
+# The verbosity level used by the local scheduler when starting the 'scheduler.py'
+# and 'worker.py' scripts
+LOCAL_SCHEDULER_VERBOSITY = '--verbose'
+
+LOCAL_SCHEDULER_ADDRESS = '127.0.0.1'
+LOCAL_SCHEDULER_PORT = 50000
+
+LOCAL_SCHEDULER_USE_DOCKER = True
##############################################################################
diff --git a/beat/web/settings/test.py b/beat/web/settings/test.py
index 4b72e0697ebe775b16dd0efde780953aa9da6a08..8d3219cb8fbdd534e83be8d1d6b3e366e6a8e105 100755
--- a/beat/web/settings/test.py
+++ b/beat/web/settings/test.py
@@ -62,6 +62,9 @@ TOOLCHAINS_ROOT = os.path.join(PREFIX, 'toolchains')
EXPERIMENTS_ROOT = os.path.join(PREFIX, 'experiments')
CACHE_ROOT = os.path.join(PREFIX, 'cache')
+LOCAL_SCHEDULER_VERBOSITY = None
+LOCAL_SCHEDULER_USE_DOCKER = False
+
# To speed-up tests, don't put this in production
PASSWORD_HASHERS = [
'django.contrib.auth.hashers.MD5PasswordHasher',