removed the old generator. Template only now.
Also changed the operations_per_minute to operations_per_hour so we can get .exists with fewer events being generated.
This commit is contained in:
Sandy Walsh
parent
65ebc00aae
commit
b208de357c
@ -15,7 +15,8 @@
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"""OpenStack-like Notification Generation Library
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Built from work done in https://github.com/SandyWalsh/twobillion
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Originally built from work done in
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https://github.com/SandyWalsh/twobillion
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"""
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import datetime
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@ -30,57 +31,11 @@ import sys
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import time
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import uuid
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COMPUTE_EVENTS = [
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'compute.instance.finish_resize.*',
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'compute.instance.power_off.*',
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'compute.instance.power_on.*',
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'compute.instance.reboot.*',
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'compute.instance.rebuild.*',
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'compute.instance.resize.confirm.*',
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'compute.instance.resize.prep.*',
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'compute.instance.resize.revert.*',
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'compute.instance.resize.*',
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'compute.instance.shutdown.*',
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'compute.instance.snapshot.*',
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'compute.instance.suspend',
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'compute.instance.resume',
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'compute.instance.update',
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'attach_volume',
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'change_instance_metadata',
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'detach_volume',
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'finish_resize',
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'finish_revert_resize',
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'get_vnc_console',
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'power_on_instance',
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'prep_resize',
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'reboot_instance',
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'rebuild_instance',
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'rescue_instance',
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'reserve_block_device_name',
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'resize_instance',
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'revert_resize',
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'run_instance',
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'set_admin_password',
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'snapshot_instance',
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'start_instance',
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'suspend_instance',
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'terminate_instance',
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'unrescue_instance']
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SCHEDULER_EVENTS = ['scheduler.run_instance.start',
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'scheduler.run_instance.scheduled',
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'scheduler.run_instance.end']
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SCHEDULERS = ['scheduler_%02d' % x for x in xrange(3)]
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COMPUTE_NODES = ['compute_%03d' % x for x in xrange(100)]
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API_NODES = ['api.server.%02d' % x for x in xrange(10)]
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import dateutil.parser
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class EventGenerator(object):
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def __init__(self, operations_per_minute=1000, exists_hours=1):
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def __init__(self, template_dir, operations_per_hour=1, exists_hours=24):
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self.exists_hours = exists_hours # num hours between .exists
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self.instances = {} # { uuid: compute_node }
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@ -99,7 +54,7 @@ class EventGenerator(object):
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# (like instance.delete starting while instance.create is still underway)
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# That's too much headache.
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operations_per_second = float(operations_per_minute) / 60.0
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operations_per_second = float(operations_per_hour) / 3600.0
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# An operation will happen every so many milliseconds to
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# get our operations/sec. We call this a Tick.
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@ -113,17 +68,8 @@ class EventGenerator(object):
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self.tick = now + datetime.timedelta(
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milliseconds=self.millisecond_per_tick)
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self.last_exists = now # When were last .exists sent?
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def move_to_next_tick(self, now):
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return now + datetime.timedelta(milliseconds=self.millisecond_per_tick)
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class TemplateEventGenerator(EventGenerator):
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def __init__(self, template_dir, operations_per_minute=1000,
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exists_hours=24):
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super(TemplateEventGenerator, self).__init__(operations_per_minute,
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exists_hours)
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# When were last .exists sent?
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self.last_exists = now.replace(hour=0, minute=0, second=0, microsecond=0)
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# Load all the templates ...
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template_filenames = [f for f in os.listdir(template_dir)
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@ -138,11 +84,19 @@ class TemplateEventGenerator(EventGenerator):
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template = json.load(f)
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# Keep it as a raw string to make replacements easier ...
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raw = json.dumps(template[1:], sort_keys=True, indent=4)
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self.templates.append((filename, template[0], raw))
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if filename == "eod_exists.json":
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self.exists_template = (template[0], raw)
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else:
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operation = filename[:filename.index('_')]
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self.templates.append((operation, template[0], raw))
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def move_to_next_tick(self, now):
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return now + datetime.timedelta(milliseconds=self.millisecond_per_tick)
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def generate(self, now):
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self._add_new_sequence(now)
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return [] # self._get_ready_events(now)
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return self._get_ready_events(now)
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def _add_new_sequence(self, now):
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"""Add a new operation to the queue.
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@ -154,21 +108,71 @@ class TemplateEventGenerator(EventGenerator):
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context, sequence = self._get_sequence(now)
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for idx, when_event in enumerate(sequence):
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when, event = when_event
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print when, event['event_type']
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event['____context____'] = context # delete before returning
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# (when, is_first_event, is_last_event)
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heapq.heappush(self.next_events,
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(when, idx==0, idx==len(sequence)-1))
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print "------------------------------"
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(when, event, idx==0, idx==len(sequence)-1))
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self.tick = self.move_to_next_tick(now)
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return now
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def _get_ready_events(self, now):
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"""Pump out the events that are due now."""
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ready = []
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while True:
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if not self.next_events:
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return ready
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when, event, start, end = self.next_events[0] # peek
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if when > now:
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break
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when, event, start, end = heapq.heappop(self.next_events)
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context = event['____context____']
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operation = context['operation']
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uuid = context['instance_id']
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if end:
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if operation == 'compute.instance.delete.start':
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try:
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self.instances_in_use.remove(uuid)
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except KeyError:
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pass
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else:
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self.instances_in_use.add(uuid)
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print "%s %4s-%s %s" % (when, uuid[-4:], operation[17:], event['event_type'])
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ready.append(event)
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if (now - self.last_exists).days > 0:
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flattened = now.replace(hour=0, minute=0, second=0, microsecond=0)
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self.last_exists = flattened
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audit_period_start = flattened - datetime.timedelta(days=1)
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audit_period_end = flattened
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operation = "eod-exists"
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context_hints, template = self.exists_template
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for instance in self.instances_in_use:
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context, sequence = self._make_sequence_from_template(now,
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operation, context_hints, template)
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for when, event in sequence:
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payload = event['payload']
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payload['audit_period_beginning'] = audit_period_start
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payload['audit_period_ending'] = audit_period_start
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payload['instance_id'] = instance
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print "%s %s %s" % (now, instance, event['event_type'])
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ready.append(event)
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return ready
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def _get_sequence(self, now):
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"""Grab a template and make a sequence from it.
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"""
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sequence = []
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filename, context_hints, template = random.choice(self.templates)
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print "Using", filename
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operation, context_hints, template = random.choice(self.templates)
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return self._make_sequence_from_template(now, operation,
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context_hints, template)
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def _make_sequence_from_template(self, now, operation, context_hints,
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template):
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sequence = []
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context = {}
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time_map = context_hints['time_map']
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for key, values in time_map.iteritems():
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@ -219,252 +223,25 @@ class TemplateEventGenerator(EventGenerator):
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if instance_id and instance_id != inst_id:
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print "changing instance id", instance_id, inst_id
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instance_id = inst_id
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sequence.append((event['timestamp'], event))
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when = dateutil.parser.parse(event['timestamp'])
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sequence.append((when, event))
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context['instance_id'] = instance_id
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context['operation'] = operation
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return context, sorted(sequence)
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class TinyEventGenerator(EventGenerator):
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# Generates OpenStack-like events without event templates.
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# The event payloads are not complete and the event sequences
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# are mostly made up.
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# If you have a StackTach.v2 deployment, you can use the
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# template generator in ./bin to make your own templates.
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def generate(self, now):
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self._add_new_sequence(now)
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events = self._get_ready_events(now)
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for event in events:
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event['when'] = str(event['when'])
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event['message_id'] = str(uuidlib.uuid4())
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return events
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def _add_new_sequence(self, now):
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"""Add a new operation to the queue.
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This is the entire sequence of events going into
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the future. They will be interwoven with other
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future events and pumped out in proper (interleaving)
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order."""
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if now >= self.tick:
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action = self._get_action(now)
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for idx, event in enumerate(action):
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when = event['when']
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if idx == 0:
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uuid = event['uuid'][-4:]
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request = event['request_id'][-4:]
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if False:
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if event['is_create']:
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print "CREATE:",
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if event['is_delete']:
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print "DELETE:",
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if event['is_update']:
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print "UPDATE:",
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print "U:%s R:%s" % (uuid, request),
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print "(%d of %d)" % (len(self.instances_in_use), \
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len(self.instances))
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# (when, event, is_first_event, is_last_event)
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heapq.heappush(self.next_events,
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(when, event, idx==0, idx==len(action)-1))
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self.tick = self.move_to_next_tick(now)
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return now
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def _get_ready_events(self, now):
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"""Pump out all the ready events."""
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ready = []
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while True:
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if not self.next_events:
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return ready
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when, event, start, end = self.next_events[0] # peek
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if when > now:
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break
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when, event, start, end = heapq.heappop(self.next_events)
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uuid = event['uuid']
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request = event['request_id']
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if end:
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if event['is_create']:
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self.instances_in_use.add(uuid)
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elif event['is_delete']:
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self.instances_in_use.remove(uuid)
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#print "%s %40s U:%4s" % (' ' * 20, event['event_type'], uuid[-4:])
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ready.append(event)
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# Send .exists every N hours for all active instances.
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# Ensure the datetime of the .exists notification is HH:MM = X:00
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# so we have regular blocks. In the situation we were doing
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# End-of-Day .exists, we'd want the datetime to be 00:00
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# like Nova does by default.
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if now.minute < self.last_exists.minute:
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# Minute rollover occured.
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if (now - self.last_exists).seconds > (self.exists_hours*3600):
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flattened = now.replace(minute=0, second=0, microsecond=0)
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if self.exists_hours > 23:
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flattened = now.replace(hour=0, minute=0, second=0,
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microsecond=0)
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self.last_exists = now
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for instance in self.instances_in_use:
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audit_period_start = flattened - datetime.timedelta(
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hours=self.exists_hours)
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audit_period_end = flattened
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base = {'uuid': instance,
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'audit_period_start': audit_period_start,
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'audit_period_end': audit_period_end}
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events, now = self._event(now,
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base, "exists_node",
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"compute.instance.exists")
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ready.extend(events)
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return ready
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def _get_action(self, now):
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"""Get an action sequence. A series of related events
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that perform an operation. At this stage all it has
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is a request_id."""
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request_id = "req_" + str(uuidlib.uuid4())
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base = {'request_id': request_id}
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return self._make_action(now, base)
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def _make_action(self, now, base):
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"""Start creating records that look like OpenStack events.
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api [-> scheduler] -> compute node.
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instances_in_use is different than instances.keys():
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instances.keys() is the list of all instances, even instances that
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don't exist yet, but will be created in the near future.
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instance_in_use are the instances in the current timeline.
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While there are no in-use instances, create new ones.
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After that, 10% chance of new instance. Otherwise,
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20% chance it's a delete. The remaining 80% are
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instance update operations.
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"""
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event_chain = []
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is_create = random.randrange(100) < 10
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is_delete = False
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is_update = False
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uuid = str(uuidlib.uuid4())
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compute_node = random.choice(COMPUTE_NODES)
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if not is_create and not self.instances_in_use:
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is_create = True
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if not is_create:
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temp_uuid = random.choice(list(self.instances_in_use))
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try:
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compute_node = self.instances[temp_uuid]
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uuid = temp_uuid
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# 20% of the time it's a Delete, otherwise an Update ...
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is_delete = random.randrange(100) < 20
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if not is_delete:
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is_update = True
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except KeyError:
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# The instance is in the process of being deleted.
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is_create = True
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if not (is_create or is_delete or is_update):
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raise Exception("Why?!")
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is_create = True
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nbase = {'uuid': uuid, 'is_create': is_create, 'is_delete': is_delete,
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'is_update': is_update}
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nbase.update(base)
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# All operations start with an API call ...
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api, now = self._mk_event(now, nbase, API_NODES,
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['compute.instance.update'])
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now = self._bump_time(now, 0.5, 3.0) # From api to service
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event_chain.extend(api)
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if is_create:
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scheduler_node = random.choice(SCHEDULERS)
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for e in SCHEDULER_EVENTS:
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z, now = self._event(now, nbase, scheduler_node, e)
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event_chain.extend(z)
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now = self._bump_time(now, 0.1, 0.5) # inside scheduler
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now = self._bump_time(now, 0.5, 3.0) # In Compute node
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z, now = self._event(now, nbase, compute_node,
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'compute.instance.create.*')
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event_chain.extend(z)
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self.instances[uuid] = compute_node
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if is_delete:
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z, now = self._event(now, nbase, compute_node,
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'compute.instance.delete.*')
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event_chain.extend(z)
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del self.instances[uuid]
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if is_update:
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event = random.choice(COMPUTE_EVENTS)
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z, now = self._event(now, nbase, compute_node, event)
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event_chain.extend(z)
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# End the chain with a .exists record
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now = self._bump_time(now, 0.1, 0.5)
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z, now = self._event(now, nbase, compute_node, "compute.instance.exists")
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event_chain.extend(z)
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return event_chain
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def _bump_time(self, now, low, high):
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"""Create a random time in fractional seconds and move now ahead
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that amount."""
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secs = low + ((high - low) * random.random())
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return now + datetime.timedelta(seconds=secs)
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def _mk_event(self, now, base, nodes, events):
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"""Make a single event with random node/events.
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If the event name ends in .* we will generate
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the corresponding .start and .end events
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while we're at it."""
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return self._event(now, base, random.choice(nodes),
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random.choice(events))
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def _event(self, now, base, node, event):
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"""Make a single event or a pair of events (depending on the
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event type)"""
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results = []
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if event[-1] == '*':
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event = event[0:-1]
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extra = {'when': now, 'node': node}
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results.append(self._pkg(base, extra,
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{'event_type': event + "start"}))
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now = self._bump_time(now, 0.25, 60.0 * 15.0) # In compute node
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extra = {'when': now, 'node': node}
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results.append(self._pkg(base, extra, {'event_type': event + "end"}))
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else:
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extra = {'when': now, 'node': node}
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results.append(self._pkg(base, extra, {'event_type': event}))
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return results, now
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def _pkg(self, *args):
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"""Pack together a bunch of dict's into a single dict."""
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new = {}
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for a in args:
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new.update(a)
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return new
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if __name__ == '__main__':
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real_time = False
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# The lower the ops/minute, the longer it will
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# take to get N events. This is useful for getting
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# .exists generated (hourly).
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g = TemplateEventGenerator("templates", 1)
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g = EventGenerator("templates", 1)
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now = datetime.datetime.utcnow()
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print "starting at", now
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end = now + datetime.timedelta(days=1) # ensure .exists get generated
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start = now
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nevents = 0
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while nevents < 10000:
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while now < end:
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e = g.generate(now)
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if e:
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nevents += len(e)
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