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August 29, 2015 13:57
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SQLAlchemy Threading
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db_engine = create_engine(app.config['SQLALCHEMY_DATABASE_URI']) | |
dbo = scoped_session(sessionmaker(autocommit=False, autoflush=False, bind=db_engine)) | |
class ThreadedCollector(threading.Thread): | |
def __init__(self, collector, queue): | |
self.collector = collector | |
self.queue = queue | |
threading.Thread.__init__(self) | |
def run(self): | |
while True: | |
device = self.queue.get(False) | |
self.compute_stats(device) | |
self.queue.task_done() | |
def compute_stats(self, device): | |
if device: | |
# This simply calls a method that does a GET against a remote API | |
cpustats = self.collector.stat(device, 1755) | |
if cpustats: | |
for epoch in cpustats['stats']: | |
query = dbo.query(CPUStatistic).filter(CPUStatistic.epoch==epoch).filter(CPUStatistic.device==device) | |
if query.first(): | |
continue | |
else: | |
dbo.add(CPUStatistic(epoch, cpustats['stats'][epoch], device)) | |
# Commiting here in one step so as not to batter the DB | |
dbo.commit() | |
class APICollector(restful.Resource): | |
def __init__(self): | |
self.queue = Queue.Queue(0) | |
@ath.login_required | |
def get(self): | |
self.collector = collector.Collector(app.config['SL_API_USER'], app.config['SL_API_PASS'], app.config['SL_API_URI']) | |
self.collector.connect() | |
self.collector.collectdevices() | |
self.collector.collectorganisations() | |
if self.collector.devices and self.collector.organisations: | |
# ... | |
# .. | |
for dev in self.collector.devices: | |
d = dbo.query(Device).filter(Device.name==dev['description']).first() | |
self.queue.put(d) | |
for i in xrange(10): | |
t = ThreadedCollector(self.collector, self.queue) | |
#t.setDaemon(True) | |
t.start() | |
# self.queue.join() | |
return 'Done', 200 | |
else: | |
None, 404 |
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