# Copyright 2021-2023 H2020 TeraFlow (https://www.teraflow-h2020.eu/)
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import copy, logging, pytz, random
from apscheduler.executors.pool import ThreadPoolExecutor
from apscheduler.jobstores.memory import MemoryJobStore
from apscheduler.schedulers.blocking import BlockingScheduler
from datetime import datetime, timedelta
from typing import Dict, Optional
from common.proto.context_pb2 import Service, ServiceId, Slice, SliceId
from service.client.ServiceClient import ServiceClient
from slice.client.SliceClient import SliceClient
from .DltTools import explore_entities_to_record, record_entities
from .Parameters import Parameters
from .RequestGenerator import RequestGenerator
logging.getLogger('apscheduler.executors.default').setLevel(logging.WARNING)
logging.getLogger('apscheduler.scheduler').setLevel(logging.WARNING)
LOGGER = logging.getLogger(__name__)
class RequestScheduler:
def __init__(
self, parameters : Parameters, generator : RequestGenerator, scheduler_class=BlockingScheduler
) -> None:
self._scheduler = scheduler_class()
self._scheduler.configure(
jobstores = {'default': MemoryJobStore()},
executors = {'default': ThreadPoolExecutor(max_workers=10)},
job_defaults = {
'coalesce': False,
'max_instances': 100,
'misfire_grace_time': 120,
},
timezone=pytz.utc)
self._parameters = parameters
self._generator = generator
def _schedule_request_setup(self) -> None:
infinite_loop = self._parameters.num_requests == 0
num_requests_generated = self._generator.num_requests_generated - 1 # because it first increases, then checks
if not infinite_loop and (num_requests_generated >= self._parameters.num_requests):
LOGGER.info('Generation Done!')
#self._scheduler.shutdown()
return
iat = random.expovariate(1.0 / self._parameters.inter_arrival_time)
run_date = datetime.utcnow() + timedelta(seconds=iat)
self._scheduler.add_job(
self._request_setup, trigger='date', run_date=run_date, timezone=pytz.utc)
def _schedule_request_teardown(self, request : Dict) -> None:
ht = random.expovariate(1.0 / self._parameters.holding_time)
run_date = datetime.utcnow() + timedelta(seconds=ht)
self._scheduler.add_job(
self._request_teardown, args=(request,), trigger='date', run_date=run_date, timezone=pytz.utc)
def start(self):
self._schedule_request_setup()
self._scheduler.start()
def stop(self):
self._scheduler.shutdown()
def _request_setup(self) -> None:
self._schedule_request_setup()
request = self._generator.compose_request()
if request is None:
LOGGER.warning('No resources available to compose new request')
return
if 'service_id' in request:
service_uuid = request['service_id']['service_uuid']['uuid']
src_device_uuid = request['service_endpoint_ids'][0]['device_id']['device_uuid']['uuid']
src_endpoint_uuid = request['service_endpoint_ids'][0]['endpoint_uuid']['uuid']
dst_device_uuid = request['service_endpoint_ids'][1]['device_id']['device_uuid']['uuid']
dst_endpoint_uuid = request['service_endpoint_ids'][1]['endpoint_uuid']['uuid']
LOGGER.info('Setup Service: uuid=%s src=%s:%s dst=%s:%s',
service_uuid, src_device_uuid, src_endpoint_uuid, dst_device_uuid, dst_endpoint_uuid)
self._create_update(service=request)
elif 'slice_id' in request:
slice_uuid = request['slice_id']['slice_uuid']['uuid']
src_device_uuid = request['slice_endpoint_ids'][0]['device_id']['device_uuid']['uuid']
src_endpoint_uuid = request['slice_endpoint_ids'][0]['endpoint_uuid']['uuid']
dst_device_uuid = request['slice_endpoint_ids'][1]['device_id']['device_uuid']['uuid']
dst_endpoint_uuid = request['slice_endpoint_ids'][1]['endpoint_uuid']['uuid']
LOGGER.info('Setup Slice: uuid=%s src=%s:%s dst=%s:%s',
slice_uuid, src_device_uuid, src_endpoint_uuid, dst_device_uuid, dst_endpoint_uuid)
self._create_update(slice_=request)
if self._parameters.do_teardown:
self._schedule_request_teardown(request)
def _request_teardown(self, request : Dict) -> None:
if 'service_id' in request:
service_uuid = request['service_id']['service_uuid']['uuid']
src_device_uuid = request['service_endpoint_ids'][0]['device_id']['device_uuid']['uuid']
src_endpoint_uuid = request['service_endpoint_ids'][0]['endpoint_uuid']['uuid']
dst_device_uuid = request['service_endpoint_ids'][1]['device_id']['device_uuid']['uuid']
dst_endpoint_uuid = request['service_endpoint_ids'][1]['endpoint_uuid']['uuid']
LOGGER.info('Teardown Service: uuid=%s src=%s:%s dst=%s:%s',
service_uuid, src_device_uuid, src_endpoint_uuid, dst_device_uuid, dst_endpoint_uuid)
self._delete(service_id=ServiceId(**(request['service_id'])))
elif 'slice_id' in request:
slice_uuid = request['slice_id']['slice_uuid']['uuid']
src_device_uuid = request['slice_endpoint_ids'][0]['device_id']['device_uuid']['uuid']
src_endpoint_uuid = request['slice_endpoint_ids'][0]['endpoint_uuid']['uuid']
dst_device_uuid = request['slice_endpoint_ids'][1]['device_id']['device_uuid']['uuid']
dst_endpoint_uuid = request['slice_endpoint_ids'][1]['endpoint_uuid']['uuid']
LOGGER.info('Teardown Slice: uuid=%s src=%s:%s dst=%s:%s',
slice_uuid, src_device_uuid, src_endpoint_uuid, dst_device_uuid, dst_endpoint_uuid)
self._delete(slice_id=SliceId(**(request['slice_id'])))
self._generator.release_request(request)
def _create_update(self, service : Optional[Dict] = None, slice_ : Optional[Dict] = None) -> None:
if self._parameters.dry_mode: return
service_id = None
if service is not None:
service_add = copy.deepcopy(service)
service_add['service_endpoint_ids'] = []
service_add['service_constraints'] = []
service_add['service_config'] = {'config_rules': []}
service_client = ServiceClient()
service_id = service_client.CreateService(Service(**service_add))
service_client.close()
slice_id = None
if slice_ is not None:
slice_add = copy.deepcopy(slice_)
slice_add['slice_endpoint_ids'] = []
slice_add['slice_constraints'] = []
slice_add['slice_config'] = {'config_rules': []}
slice_client = SliceClient()
slice_id = slice_client.CreateSlice(Slice(**slice_add))
slice_client.close()
if self._parameters.record_to_dlt:
entities_to_record = explore_entities_to_record(slice_id=slice_id, service_id=service_id)
slices_to_record, services_to_record, devices_to_record = entities_to_record
record_entities(
slices_to_record=slices_to_record, services_to_record=services_to_record,
devices_to_record=devices_to_record, delete=False)
service_id = None
if service is not None:
service_client = ServiceClient()
service_id = service_client.UpdateService(Service(**service))
service_client.close()
slice_id = None
if slice_ is not None:
slice_client = SliceClient()
slice_id = slice_client.UpdateSlice(Slice(**slice_))
slice_client.close()
if self._parameters.record_to_dlt:
entities_to_record = explore_entities_to_record(slice_id=slice_id, service_id=service_id)
slices_to_record, services_to_record, devices_to_record = entities_to_record
record_entities(
slices_to_record=slices_to_record, services_to_record=services_to_record,
devices_to_record=devices_to_record, delete=False)
def _delete(self, service_id : Optional[ServiceId] = None, slice_id : Optional[SliceId] = None) -> None:
if self._parameters.dry_mode: return
if self._parameters.record_to_dlt:
entities_to_record = explore_entities_to_record(slice_id=slice_id, service_id=service_id)
slices_to_record, services_to_record, devices_to_record = entities_to_record
if slice_id is not None:
slice_client = SliceClient()
slice_client.DeleteSlice(slice_id)
slice_client.close()
if service_id is not None:
service_client = ServiceClient()
service_client.DeleteService(service_id)
service_client.close()
if self._parameters.record_to_dlt:
record_entities(
slices_to_record=slices_to_record, services_to_record=services_to_record,
devices_to_record=devices_to_record, delete=True)