# Copyright 2022-2023 ETSI TeraFlowSDN - TFS OSG (https://tfs.etsi.org/) # # 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. def compute_delta_sample(previous_sample, previous_timestamp, current_sample, current_timestamp): if previous_sample is None: return None if previous_timestamp is None: return None if current_sample is None: return None if current_timestamp is None: return None delay = current_timestamp - previous_timestamp field_keys = set(previous_sample.keys()).union(current_sample.keys()) field_keys.discard('name') delta_sample = {'name': previous_sample['name']} for field_key in field_keys: previous_sample_value = previous_sample[field_key] if not isinstance(previous_sample_value, (int, float)): continue current_sample_value = current_sample[field_key] if not isinstance(current_sample_value, (int, float)): continue delta_value = current_sample_value - previous_sample_value if delta_value < 0: continue delta_sample[field_key] = delta_value / delay return delta_sample class SamplesCache: def __init__(self, netconf_handler : NetconfSessionHandler) -> None: self.__netconf_handler = netconf_handler self.__lock = threading.Lock() self.__timestamp = None self.__absolute_samples = {} self.__delta_samples = {} def _refresh_samples(self) -> None: with self.__lock: try: now = datetime.timestamp(datetime.utcnow()) if self.__timestamp is not None and (now - self.__timestamp) < SAMPLE_EVICTION_SECONDS: return str_filter = get_filter(SAMPLE_RESOURCE_KEY) xml_data = self.__netconf_handler.get(filter=str_filter).data_ele interface_samples = parse(SAMPLE_RESOURCE_KEY, xml_data) for interface,samples in interface_samples: match = RE_GET_ENDPOINT_FROM_INTERFACE_KEY.match(interface) if match is None: continue interface = match.group(1) delta_sample = compute_delta_sample( self.__absolute_samples.get(interface), self.__timestamp, samples, now) if delta_sample is not None: self.__delta_samples[interface] = delta_sample self.__absolute_samples[interface] = samples self.__timestamp = now except: # pylint: disable=bare-except LOGGER.exception('Error collecting samples') def get(self, resource_key : str) -> Tuple[float, Dict]: self._refresh_samples() match = RE_GET_ENDPOINT_FROM_INTERFACE_XPATH.match(resource_key) with self.__lock: if match is None: return self.__timestamp, {} interface = match.group(1) return self.__timestamp, copy.deepcopy(self.__delta_samples.get(interface, {}))