import json import logging import os import re import time from celery import Task, states from celery.result import AsyncResult from collections import defaultdict from lxml import etree import jsonschema from inventory_provider.tasks.app import app from inventory_provider.tasks.common \ import get_next_redis, latch_db, get_latch, set_latch from inventory_provider import config from inventory_provider import environment from inventory_provider.db import db, opsdb from inventory_provider import snmp from inventory_provider import juniper FINALIZER_POLLING_FREQUENCY_S = 2.5 FINALIZER_TIMEOUT_S = 300 # TODO: error callback (cf. http://docs.celeryproject.org/en/latest/userguide/calling.html#linking-callbacks-errbacks) # noqa: E501 environment.setup_logging() class InventoryTaskError(Exception): pass class InventoryTask(Task): config = None def __init__(self): if InventoryTask.config: return assert os.path.isfile( os.environ['INVENTORY_PROVIDER_CONFIG_FILENAME']), ( 'config file %r not found' % os.environ['INVENTORY_PROVIDER_CONFIG_FILENAME']) with open(os.environ['INVENTORY_PROVIDER_CONFIG_FILENAME']) as f: logging.info( "Initializing worker with config from: %r" % os.environ['INVENTORY_PROVIDER_CONFIG_FILENAME']) InventoryTask.config = config.load(f) logging.debug("loaded config: %r" % InventoryTask.config) def update_state(self, **kwargs): logger = logging.getLogger(__name__) logger.debug(json.dumps( {'state': kwargs['state'], 'meta': kwargs['meta']} )) super().update_state(**kwargs) def on_failure(self, exc, task_id, args, kwargs, einfo): self.update_state( state=states.FAILURE, meta={ 'task': task_id, 'exc': exc }) super().on_failure(exc, task_id, args, kwargs, einfo) @app.task(base=InventoryTask, bind=True) def snmp_refresh_interfaces(self, hostname, community): logger = logging.getLogger(__name__) logger.debug( '>>> snmp_refresh_interfaces(%r, %r)' % (hostname, community)) value = list(snmp.get_router_snmp_indexes(hostname, community)) r = get_next_redis(InventoryTask.config) r.set('snmp-interfaces:' + hostname, json.dumps(value)) logger.debug( '<<< snmp_refresh_interfaces(%r, %r)' % (hostname, community)) @app.task(base=InventoryTask, bind=True) def netconf_refresh_config(self, hostname): logger = logging.getLogger(__name__) logger.debug('>>> netconf_refresh_config(%r)' % hostname) netconf_doc = juniper.load_config(hostname, InventoryTask.config["ssh"]) netconf_str = etree.tostring(netconf_doc, encoding='unicode') r = get_next_redis(InventoryTask.config) r.set('netconf:' + hostname, netconf_str) logger.debug('<<< netconf_refresh_config(%r)' % hostname) @app.task(base=InventoryTask, bind=True) def update_interfaces_to_services(self): logger = logging.getLogger(__name__) logger.debug('>>> update_interfaces_to_services') interface_services = defaultdict(list) with db.connection(InventoryTask.config["ops-db"]) as cx: for service in opsdb.get_circuits(cx): equipment_interface = '%s:%s' % ( service['equipment'], service['interface_name']) interface_services[equipment_interface].append(service) r = get_next_redis(InventoryTask.config) for key in r.scan_iter('opsdb:interface_services:*'): r.delete(key) rp = r.pipeline() for equipment_interface, services in interface_services.items(): rp.set( 'opsdb:interface_services:' + equipment_interface, json.dumps(services)) rp.execute() logger.debug('<<< update_interfaces_to_services') @app.task(base=InventoryTask, bind=True) def update_equipment_locations(self): logger = logging.getLogger(__name__) logger.debug('>>> update_equipment_locations') r = get_next_redis(InventoryTask.config) for k in r.scan_iter('opsdb:location:*'): r.delete(k) with db.connection(InventoryTask.config["ops-db"]) as cx: for h in _derive_router_hostnames(InventoryTask.config): # lookup_pop_info returns a list of locations # (there can sometimes be more than one match) locations = list(opsdb.lookup_pop_info(cx, h)) r.set('opsdb:location:%s' % h, json.dumps(locations)) logger.debug('<<< update_equipment_locations') @app.task(base=InventoryTask, bind=True) def update_circuit_hierarchy(self): logger = logging.getLogger(__name__) logger.debug('>>> update_circuit_hierarchy') # TODO: integers are not JSON keys with db.connection(InventoryTask.config["ops-db"]) as cx: child_to_parents = defaultdict(list) parent_to_children = defaultdict(list) for relation in opsdb.get_circuit_hierarchy(cx): parent_id = relation["parent_circuit_id"] child_id = relation["child_circuit_id"] parent_to_children[parent_id].append(relation) child_to_parents[child_id].append(relation) r = get_next_redis(InventoryTask.config) for key in r.scan_iter('opsdb:services:parents:*'): r.delete(key) for key in r.scan_iter('opsdb:services:children:*'): r.delete(key) rp = r.pipeline() for cid, parents in parent_to_children.items(): rp.set('opsdb:services:parents:%d' % cid, json.dumps(parents)) for cid, children in child_to_parents.items(): rp.set('opsdb:services:children:%d' % cid, json.dumps(children)) rp.execute() logger.debug('<<< update_circuit_hierarchy') @app.task(base=InventoryTask, bind=True) def update_geant_lambdas(self): logger = logging.getLogger(__name__) logger.debug('>>> update_geant_lambdas') r = get_next_redis(InventoryTask.config) for key in r.scan_iter('opsdb:geant_lambdas:*'): r.delete(key) with db.connection(InventoryTask.config["ops-db"]) as cx: rp = r.pipeline() for ld in opsdb.get_geant_lambdas(cx): rp.set( 'opsdb:geant_lambdas:%s' % ld['name'].lower(), json.dumps(ld)) rp.execute() logger.debug('<<< geant_lambdas') @app.task(base=InventoryTask, bind=True) def update_junosspace_device_list(self): logger = logging.getLogger(__name__) logger.debug('>>> update_junosspace_device_list') self.update_state( state=states.STARTED, meta={ 'task': 'update_junosspace_device_list', 'message': 'querying junosspace for managed routers' }) r = get_next_redis(InventoryTask.config) routers = {} for d in juniper.load_routers_from_junosspace( InventoryTask.config['junosspace']): routers['junosspace:' + d['hostname']] = json.dumps(d).encode('utf-8') self.update_state( state=states.STARTED, meta={ 'task': 'update_junosspace_device_list', 'message': 'found %d routers, saving details' % len(routers) }) for k in r.scan_iter('junosspace:*'): r.delete(k) rp = r.pipeline() for k, v in routers.items(): rp.set(k, v) rp.execute() logger.debug('<<< update_junosspace_device_list') return { 'task': 'update_junosspace_device_list', 'message': 'saved %d managed routers' % len(routers) } def load_netconf_data(hostname): """ this method should only be called from a task :param hostname: :return: """ r = get_next_redis(InventoryTask.config) netconf = r.get('netconf:' + hostname) if not netconf: raise InventoryTaskError('no netconf data found for %r' % hostname) return etree.fromstring(netconf.decode('utf-8')) def clear_cached_classifier_responses(hostname=None): logger = logging.getLogger(__name__) if hostname: logger.debug( 'removing cached classifier responses for %r' % hostname) else: logger.debug('removing all cached classifier responses') r = get_next_redis(InventoryTask.config) def _hostname_keys(): for k in r.keys('classifier-cache:juniper:%s:*' % hostname): yield k # TODO: very inefficient ... but logically simplest at this point for k in r.keys('classifier-cache:peer:*'): value = r.get(k.decode('utf-8')) if not value: # deleted in another thread continue value = json.loads(value.decode('utf-8')) interfaces = value.get('interfaces', []) if hostname in [i['interface']['router'] for i in interfaces]: yield k def _all_keys(): return r.keys('classifier-cache:*') keys_to_delete = _hostname_keys() if hostname else _all_keys() for k in keys_to_delete: r.delete(k) def _refresh_peers(hostname, key_base, peers): logger = logging.getLogger(__name__) logger.debug( 'removing cached %s for %r' % (key_base, hostname)) r = get_next_redis(InventoryTask.config) # WARNING (optimization): this is an expensive query if # the redis connection is slow, and we currently only # call this method during a full refresh # for k in r.scan_iter(key_base + ':*'): # # potential race condition: another proc could have # # delete this element between the time we read the # # keys and the next statement ... check for None below # value = r.get(k.decode('utf-8')) # if value: # value = json.loads(value.decode('utf-8')) # if value['router'] == hostname: # r.delete(k) rp = r.pipeline() for peer in peers: peer['router'] = hostname rp.set( '%s:%s' % (key_base, peer['name']), json.dumps(peer)) rp.execute() def refresh_ix_public_peers(hostname, netconf): _refresh_peers( hostname, 'ix_public_peer', juniper.ix_public_peers(netconf)) def refresh_vpn_rr_peers(hostname, netconf): _refresh_peers( hostname, 'vpn_rr_peer', juniper.vpn_rr_peers(netconf)) def refresh_interface_address_lookups(hostname, netconf): _refresh_peers( hostname, 'reverse_interface_addresses', juniper.interface_addresses(netconf)) def refresh_juniper_interface_list(hostname, netconf): logger = logging.getLogger(__name__) logger.debug( 'removing cached netconf-interfaces for %r' % hostname) r = get_next_redis(InventoryTask.config) for k in r.scan_iter('netconf-interfaces:%s:*' % hostname): r.delete(k) for k in r.keys('netconf-interface-bundles:%s:*' % hostname): r.delete(k) all_bundles = defaultdict(list) rp = r.pipeline() for ifc in juniper.list_interfaces(netconf): bundles = ifc.get('bundle', None) for bundle in bundles: if bundle: all_bundles[bundle].append(ifc['name']) rp.set( 'netconf-interfaces:%s:%s' % (hostname, ifc['name']), json.dumps(ifc)) for k, v in all_bundles.items(): rp.set( 'netconf-interface-bundles:%s:%s' % (hostname, k), json.dumps(v)) rp.execute() @app.task(base=InventoryTask, bind=True) def reload_router_config(self, hostname): logger = logging.getLogger(__name__) logger.debug('>>> reload_router_config') self.update_state( state=states.STARTED, meta={ 'task': 'reload_router_config', 'hostname': hostname, 'message': 'loading router netconf data' }) # get the timestamp for the current netconf data current_netconf_timestamp = None try: netconf_doc = load_netconf_data(hostname) current_netconf_timestamp \ = juniper.netconf_changed_timestamp(netconf_doc) logger.debug( 'current netconf timestamp: %r' % current_netconf_timestamp) except InventoryTaskError: pass # ok at this point if not found # load new netconf data netconf_refresh_config.apply(args=[hostname]) netconf_doc = load_netconf_data(hostname) # return if new timestamp is the same as the original timestamp new_netconf_timestamp = juniper.netconf_changed_timestamp(netconf_doc) assert new_netconf_timestamp, \ 'no timestamp available for new netconf data' if new_netconf_timestamp == current_netconf_timestamp: logger.debug('no netconf change timestamp change, aborting') logger.debug('<<< reload_router_config') return { 'task': 'reload_router_config', 'hostname': hostname, 'message': 'OK (no change)' } # clear cached classifier responses for this router, and # refresh peering data self.update_state( state=states.STARTED, meta={ 'task': 'reload_router_config', 'hostname': hostname, 'message': 'refreshing peers & clearing cache' }) refresh_ix_public_peers(hostname, netconf_doc) refresh_vpn_rr_peers(hostname, netconf_doc) refresh_interface_address_lookups(hostname, netconf_doc) refresh_juniper_interface_list(hostname, netconf_doc) # clear_cached_classifier_responses(hostname) # load snmp indexes community = juniper.snmp_community_string(netconf_doc) if not community: raise InventoryTaskError( 'error extracting community string for %r' % hostname) else: self.update_state( state=states.STARTED, meta={ 'task': 'reload_router_config', 'hostname': hostname, 'message': 'refreshing snmp interface indexes' }) snmp_refresh_interfaces.apply(args=[hostname, community]) clear_cached_classifier_responses(None) logger.debug('<<< reload_router_config') return { 'task': 'reload_router_config', 'hostname': hostname, 'message': 'OK' } def _derive_router_hostnames(config): logger = logging.getLogger(__name__) r = get_next_redis(config) junosspace_equipment = set() for k in r.keys('junosspace:*'): m = re.match('^junosspace:(.*)$', k.decode('utf-8')) assert m junosspace_equipment.add(m.group(1)) opsdb_equipment = set() for k in r.scan_iter('opsdb:interface_services:*'): m = re.match( 'opsdb:interface_services:([^:]+):.*$', k.decode('utf-8')) if m: opsdb_equipment.add(m.group(1)) else: logger.info("Unable to derive router name from %s" % k.decode('utf-8')) return junosspace_equipment & opsdb_equipment def _erase_next_db(config): """ flush next db, but first save latch and then restore afterwards TODO: handle the no latch scenario nicely :param config: :return: """ r = get_next_redis(config) saved_latch = get_latch(r) r.flushdb() if saved_latch: set_latch( config, new_current=saved_latch['current'], new_next=saved_latch['next']) def launch_refresh_cache_all(config): """ utility function intended to be called outside of the worker process :param config: config structure as defined in config.py :return: """ logger = logging.getLogger(__name__) _erase_next_db(config) # first batch of subtasks: refresh cached opsdb data subtasks = [ update_junosspace_device_list.apply_async(), update_interfaces_to_services.apply_async(), update_geant_lambdas.apply_async(), update_circuit_hierarchy.apply_async() ] [x.get() for x in subtasks] # second batch of subtasks: # alarms db status cache # juniper netconf & snmp data subtasks = [ update_equipment_locations.apply_async(), ] for hostname in _derive_router_hostnames(config): logger.debug('queueing router refresh jobs for %r' % hostname) subtasks.append(reload_router_config.apply_async(args=[hostname])) pending_task_ids = [x.id for x in subtasks] t = refresh_finalizer.apply_async(args=[json.dumps(pending_task_ids)]) pending_task_ids.append(t.id) return pending_task_ids def _wait_for_tasks(task_ids, update_callback=lambda s: None): all_successful = True start_time = time.time() while task_ids and time.time() - start_time < FINALIZER_TIMEOUT_S: update_callback('waiting for tasks to complete: %r' % task_ids) time.sleep(FINALIZER_POLLING_FREQUENCY_S) def _is_error(id): status = check_task_status(id) return status['ready'] and not status['success'] if any([_is_error(id) for id in task_ids]): all_successful = False task_ids = [ id for id in task_ids if not check_task_status(id)['ready'] ] if task_ids: raise InventoryTaskError( 'timeout waiting for pending tasks to complete') if not all_successful: raise InventoryTaskError( 'some tasks finished with an error') update_callback('pending taskscompleted in {} seconds'.format( time.time() - start_time)) @app.task(base=InventoryTask, bind=True) def refresh_finalizer(self, pending_task_ids_json): logger = logging.getLogger(__name__) logger.debug('>>> refresh_finalizer') logger.debug('task_ids: %r' % pending_task_ids_json) input_schema = { "$schema": "http://json-schema.org/draft-07/schema#", "type": "array", "items": {"type": "string"} } def _update(s): logger.debug(s) self.update_state( state=states.STARTED, meta={ 'task': 'refresh_finalizer', 'message': s }) task_ids = json.loads(pending_task_ids_json) logger.debug('task_ids: %r' % task_ids) jsonschema.validate(task_ids, input_schema) _wait_for_tasks(task_ids, update_callback=_update) _build_subnet_db(update_callback=_update) _update('latching current/next dbs') latch_db(InventoryTask.config) logger.debug('<<< refresh_finalizer') def _build_subnet_db(update_callback=lambda s: None): r = get_next_redis(InventoryTask.config) update_callback('loading all network addresses') subnets = {} for k in r.scan_iter('reverse_interface_addresses:*'): info = r.get(k.decode('utf-8')).decode('utf-8') info = json.loads(info) entry = subnets.setdefault(info['interface address'], []) entry.append(info) update_callback('saving {} subnets'.format(len(subnets))) rp = r.pipeline() for k, v in subnets.items(): rp.set('subnets:' + k, json.dumps(v)) rp.execute() def check_task_status(task_id): r = AsyncResult(task_id, app=app) result = { 'id': r.id, 'status': r.status, 'exception': r.status in states.EXCEPTION_STATES, 'ready': r.status in states.READY_STATES, 'success': r.status == states.SUCCESS, } if r.result: # TODO: only discovered this case by testing, is this the only one? # ... otherwise need to pre-test json serialization if isinstance(r.result, Exception): result['result'] = { 'error type': type(r.result).__name__, 'message': str(r.result) } else: result['result'] = r.result return result