# Copyright 2012-2015 Hewlett-Packard Development Company, L.P. # Copyright 2013 OpenStack Foundation # Copyright 2013 Antoine "hashar" Musso # Copyright 2013 Wikimedia Foundation Inc. # # 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 extras import json import logging import os import pickle import queue import socket import sys import threading import time from zuul import configloader from zuul import model from zuul import exceptions from zuul import version as zuul_version from zuul.lib.config import get_default class ManagementEvent(object): """An event that should be processed within the main queue run loop""" def __init__(self): self._wait_event = threading.Event() self._exc_info = None def exception(self, exc_info): self._exc_info = exc_info self._wait_event.set() def done(self): self._wait_event.set() def wait(self, timeout=None): self._wait_event.wait(timeout) if self._exc_info: # sys.exc_info returns (type, value, traceback) type_, exception_instance, traceback = self._exc_info raise exception_instance.with_traceback(traceback) return self._wait_event.is_set() class ReconfigureEvent(ManagementEvent): """Reconfigure the scheduler. The layout will be (re-)loaded from the path specified in the configuration. :arg ConfigParser config: the new configuration """ def __init__(self, config): super(ReconfigureEvent, self).__init__() self.config = config class TenantReconfigureEvent(ManagementEvent): """Reconfigure the given tenant. The layout will be (re-)loaded from the path specified in the configuration. :arg Tenant tenant: the tenant to reconfigure """ def __init__(self, tenant): super(TenantReconfigureEvent, self).__init__() self.tenant = tenant class PromoteEvent(ManagementEvent): """Promote one or more changes to the head of the queue. :arg str tenant_name: the name of the tenant :arg str pipeline_name: the name of the pipeline :arg list change_ids: a list of strings of change ids in the form 1234,1 """ def __init__(self, tenant_name, pipeline_name, change_ids): super(PromoteEvent, self).__init__() self.tenant_name = tenant_name self.pipeline_name = pipeline_name self.change_ids = change_ids class EnqueueEvent(ManagementEvent): """Enqueue a change into a pipeline :arg TriggerEvent trigger_event: a TriggerEvent describing the trigger, pipeline, and change to enqueue """ def __init__(self, trigger_event): super(EnqueueEvent, self).__init__() self.trigger_event = trigger_event class ResultEvent(object): """An event that needs to modify the pipeline state due to a result from an external system.""" pass class BuildStartedEvent(ResultEvent): """A build has started. :arg Build build: The build which has started. """ def __init__(self, build): self.build = build class BuildCompletedEvent(ResultEvent): """A build has completed :arg Build build: The build which has completed. """ def __init__(self, build): self.build = build class MergeCompletedEvent(ResultEvent): """A remote merge operation has completed :arg BuildSet build_set: The build_set which is ready. :arg str zuul_url: The URL of the Zuul Merger. :arg bool merged: Whether the merge succeeded (changes with refs). :arg bool updated: Whether the repo was updated (changes without refs). :arg str commit: The SHA of the merged commit (changes with refs). :arg dict repo_state: The starting repo state before the merge. """ def __init__(self, build_set, zuul_url, merged, updated, commit, files, repo_state): self.build_set = build_set self.zuul_url = zuul_url self.merged = merged self.updated = updated self.commit = commit self.files = files self.repo_state = repo_state class NodesProvisionedEvent(ResultEvent): """Nodes have been provisioned for a build_set :arg BuildSet build_set: The build_set which has nodes. :arg list of Node objects nodes: The provisioned nodes """ def __init__(self, request): self.request = request def toList(item): if not item: return [] if isinstance(item, list): return item return [item] class Scheduler(threading.Thread): """The engine of Zuul. The Scheduler is reponsible for recieving events and dispatching them to appropriate components (including pipeline managers, mergers and executors). It runs a single threaded main loop which processes events received one at a time and takes action as appropriate. Other parts of Zuul may run in their own thread, but synchronization is performed within the scheduler to reduce or eliminate the need for locking in most circumstances. The main daemon will have one instance of the Scheduler class running which will persist for the life of the process. The Scheduler instance is supplied to other Zuul components so that they can submit events or otherwise communicate with other components. """ log = logging.getLogger("zuul.Scheduler") def __init__(self, config, testonly=False): threading.Thread.__init__(self) self.daemon = True self.hostname = socket.gethostname() self.wake_event = threading.Event() self.layout_lock = threading.Lock() self.run_handler_lock = threading.Lock() self._pause = False self._exit = False self._stopped = False self.executor = None self.merger = None self.connections = None self.statsd = extras.try_import('statsd.statsd') # TODO(jeblair): fix this # Despite triggers being part of the pipeline, there is one trigger set # per scheduler. The pipeline handles the trigger filters but since # the events are handled by the scheduler itself it needs to handle # the loading of the triggers. # self.triggers['connection_name'] = triggerObject self.triggers = dict() self.config = config self.trigger_event_queue = queue.Queue() self.result_event_queue = queue.Queue() self.management_event_queue = queue.Queue() self.abide = model.Abide() if not testonly: time_dir = self._get_time_database_dir() self.time_database = model.TimeDataBase(time_dir) self.zuul_version = zuul_version.version_info.release_string() self.last_reconfigured = None self.tenant_last_reconfigured = {} def stop(self): self._stopped = True self.stopConnections() self.wake_event.set() def registerConnections(self, connections, webapp, load=True): # load: whether or not to trigger the onLoad for the connection. This # is useful for not doing a full load during layout validation. self.connections = connections self.connections.registerWebapp(webapp) self.connections.registerScheduler(self, load) def stopConnections(self): self.connections.stop() def setExecutor(self, executor): self.executor = executor def setMerger(self, merger): self.merger = merger def setNodepool(self, nodepool): self.nodepool = nodepool def setZooKeeper(self, zk): self.zk = zk def addEvent(self, event): self.log.debug("Adding trigger event: %s" % event) self.trigger_event_queue.put(event) self.wake_event.set() self.log.debug("Done adding trigger event: %s" % event) def onBuildStarted(self, build): self.log.debug("Adding start event for build: %s" % build) build.start_time = time.time() event = BuildStartedEvent(build) self.result_event_queue.put(event) self.wake_event.set() self.log.debug("Done adding start event for build: %s" % build) def onBuildCompleted(self, build, result, result_data): self.log.debug("Adding complete event for build: %s result: %s" % ( build, result)) build.end_time = time.time() build.result_data = result_data # Note, as soon as the result is set, other threads may act # upon this, even though the event hasn't been fully # processed. Ensure that any other data from the event (eg, # timing) is recorded before setting the result. build.result = result try: if self.statsd and build.pipeline: jobname = build.job.name.replace('.', '_') key = 'zuul.pipeline.%s.all_jobs' % build.pipeline.name self.statsd.incr(key) for label in build.node_labels: # Jenkins includes the node name in its list of labels, so # we filter it out here, since that is not statistically # interesting. if label == build.node_name: continue dt = int((build.start_time - build.execute_time) * 1000) key = 'zuul.pipeline.%s.label.%s.wait_time' % ( build.pipeline.name, label) self.statsd.timing(key, dt) key = 'zuul.pipeline.%s.job.%s.%s' % (build.pipeline.name, jobname, build.result) if build.result in ['SUCCESS', 'FAILURE'] and build.start_time: dt = int((build.end_time - build.start_time) * 1000) self.statsd.timing(key, dt) self.statsd.incr(key) key = 'zuul.pipeline.%s.job.%s.wait_time' % ( build.pipeline.name, jobname) dt = int((build.start_time - build.execute_time) * 1000) self.statsd.timing(key, dt) except: self.log.exception("Exception reporting runtime stats") event = BuildCompletedEvent(build) self.result_event_queue.put(event) self.wake_event.set() self.log.debug("Done adding complete event for build: %s" % build) def onMergeCompleted(self, build_set, zuul_url, merged, updated, commit, files, repo_state): self.log.debug("Adding merge complete event for build set: %s" % build_set) event = MergeCompletedEvent(build_set, zuul_url, merged, updated, commit, files, repo_state) self.result_event_queue.put(event) self.wake_event.set() def onNodesProvisioned(self, req): self.log.debug("Adding nodes provisioned event for build set: %s" % req.build_set) event = NodesProvisionedEvent(req) self.result_event_queue.put(event) self.wake_event.set() def reconfigureTenant(self, tenant): self.log.debug("Prepare to reconfigure") event = TenantReconfigureEvent(tenant) self.management_event_queue.put(event) self.wake_event.set() def reconfigure(self, config): self.log.debug("Prepare to reconfigure") event = ReconfigureEvent(config) self.management_event_queue.put(event) self.wake_event.set() self.log.debug("Waiting for reconfiguration") event.wait() self.log.debug("Reconfiguration complete") self.last_reconfigured = int(time.time()) # TODOv3(jeblair): reconfigure time should be per-tenant def promote(self, tenant_name, pipeline_name, change_ids): event = PromoteEvent(tenant_name, pipeline_name, change_ids) self.management_event_queue.put(event) self.wake_event.set() self.log.debug("Waiting for promotion") event.wait() self.log.debug("Promotion complete") def enqueue(self, trigger_event): event = EnqueueEvent(trigger_event) self.management_event_queue.put(event) self.wake_event.set() self.log.debug("Waiting for enqueue") event.wait() self.log.debug("Enqueue complete") def exit(self): self.log.debug("Prepare to exit") self._pause = True self._exit = True self.wake_event.set() self.log.debug("Waiting for exit") def _get_queue_pickle_file(self): state_dir = get_default(self.config, 'scheduler', 'state_dir', '/var/lib/zuul', expand_user=True) return os.path.join(state_dir, 'queue.pickle') def _get_time_database_dir(self): state_dir = get_default(self.config, 'scheduler', 'state_dir', '/var/lib/zuul', expand_user=True) d = os.path.join(state_dir, 'times') if not os.path.exists(d): os.mkdir(d) return d def _get_project_key_dir(self): state_dir = get_default(self.config, 'scheduler', 'state_dir', '/var/lib/zuul', expand_user=True) key_dir = os.path.join(state_dir, 'keys') if not os.path.exists(key_dir): os.mkdir(key_dir, 0o700) st = os.stat(key_dir) mode = st.st_mode & 0o777 if mode != 0o700: raise Exception("Project key directory %s must be mode 0700; " "current mode is %o" % (key_dir, mode)) return key_dir def _save_queue(self): pickle_file = self._get_queue_pickle_file() events = [] while not self.trigger_event_queue.empty(): events.append(self.trigger_event_queue.get()) self.log.debug("Queue length is %s" % len(events)) if events: self.log.debug("Saving queue") pickle.dump(events, open(pickle_file, 'wb')) def _load_queue(self): pickle_file = self._get_queue_pickle_file() if os.path.exists(pickle_file): self.log.debug("Loading queue") events = pickle.load(open(pickle_file, 'rb')) self.log.debug("Queue length is %s" % len(events)) for event in events: self.trigger_event_queue.put(event) else: self.log.debug("No queue file found") def _delete_queue(self): pickle_file = self._get_queue_pickle_file() if os.path.exists(pickle_file): self.log.debug("Deleting saved queue") os.unlink(pickle_file) def resume(self): try: self._load_queue() except: self.log.exception("Unable to load queue") try: self._delete_queue() except: self.log.exception("Unable to delete saved queue") self.log.debug("Resuming queue processing") self.wake_event.set() def _doPauseEvent(self): if self._exit: self.log.debug("Exiting") self._save_queue() os._exit(0) def _doReconfigureEvent(self, event): # This is called in the scheduler loop after another thread submits # a request self.layout_lock.acquire() self.config = event.config try: self.log.debug("Performing reconfiguration") loader = configloader.ConfigLoader() abide = loader.loadConfig( self.config.get('scheduler', 'tenant_config'), self._get_project_key_dir(), self, self.merger, self.connections) for tenant in abide.tenants.values(): self._reconfigureTenant(tenant) self.abide = abide finally: self.layout_lock.release() def _doTenantReconfigureEvent(self, event): # This is called in the scheduler loop after another thread submits # a request self.layout_lock.acquire() try: self.log.debug("Performing tenant reconfiguration") loader = configloader.ConfigLoader() abide = loader.reloadTenant( self.config.get('scheduler', 'tenant_config'), self._get_project_key_dir(), self, self.merger, self.connections, self.abide, event.tenant) tenant = abide.tenants[event.tenant.name] self._reconfigureTenant(tenant) self.abide = abide finally: self.layout_lock.release() def _reenqueueGetProject(self, tenant, item): project = item.change.project # Attempt to get the same project as the one passed in. If # the project is now found on a different connection, return # the new version of the project. If it is no longer # available (due to a connection being removed), return None. (trusted, new_project) = tenant.getProject(project.canonical_name) if new_project: return new_project # If this is a non-live item we may be looking at a # "foreign" project, ie, one which is not defined in the # config but is constructed ad-hoc to satisfy a # cross-repo-dependency. Find the corresponding live item # and use its source. child = item while child and not child.live: # This assumes that the queue does not branch behind this # item, which is currently true for non-live items; if # that changes, this traversal will need to be more # complex. if child.items_behind: child = child.items_behind[0] else: child = None if child is item: return None if child and child.live: (child_trusted, child_project) = tenant.getProject( child.change.project.canonical_name) if child_project: source = child_project.source new_project = source.getProject(project.name) return new_project return None def _reenqueueTenant(self, old_tenant, tenant): for name, new_pipeline in tenant.layout.pipelines.items(): old_pipeline = old_tenant.layout.pipelines.get(name) if not old_pipeline: self.log.warning("No old pipeline matching %s found " "when reconfiguring" % name) continue self.log.debug("Re-enqueueing changes for pipeline %s" % name) items_to_remove = [] builds_to_cancel = [] last_head = None for shared_queue in old_pipeline.queues: for item in shared_queue.queue: if not item.item_ahead: last_head = item item.pipeline = None item.queue = None item.change.project = self._reenqueueGetProject( tenant, item) item.item_ahead = None item.items_behind = [] if (item.change.project and new_pipeline.manager.reEnqueueItem(item, last_head)): for build in item.current_build_set.getBuilds(): new_job = item.getJob(build.job.name) if new_job: build.job = new_job else: item.removeBuild(build) builds_to_cancel.append(build) else: items_to_remove.append(item) for item in items_to_remove: self.log.warning( "Removing item %s during reconfiguration" % (item,)) for build in item.current_build_set.getBuilds(): builds_to_cancel.append(build) for build in builds_to_cancel: self.log.warning( "Canceling build %s during reconfiguration" % (build,)) try: self.executor.cancel(build) except Exception: self.log.exception( "Exception while canceling build %s " "for change %s" % (build, build.build_set.item.change)) finally: tenant.semaphore_handler.release( build.build_set.item, build.job) def _reconfigureTenant(self, tenant): # This is called from _doReconfigureEvent while holding the # layout lock old_tenant = self.abide.tenants.get(tenant.name) if old_tenant: # Copy over semaphore handler so we don't loose the currently # held semaphores. tenant.semaphore_handler = old_tenant.semaphore_handler self._reenqueueTenant(old_tenant, tenant) # TODOv3(jeblair): update for tenants # self.maintainConnectionCache() self.connections.reconfigureDrivers(tenant) # TODOv3(jeblair): remove postconfig calls? for pipeline in tenant.layout.pipelines.values(): for trigger in pipeline.triggers: trigger.postConfig(pipeline) for reporter in pipeline.actions: reporter.postConfig() self.tenant_last_reconfigured[tenant.name] = int(time.time()) if self.statsd: try: for pipeline in tenant.layout.pipelines.values(): items = len(pipeline.getAllItems()) # stats.gauges.zuul.pipeline.NAME.current_changes key = 'zuul.pipeline.%s' % pipeline.name self.statsd.gauge(key + '.current_changes', items) except Exception: self.log.exception("Exception reporting initial " "pipeline stats:") def _doPromoteEvent(self, event): tenant = self.abide.tenants.get(event.tenant_name) pipeline = tenant.layout.pipelines[event.pipeline_name] change_ids = [c.split(',') for c in event.change_ids] items_to_enqueue = [] change_queue = None for shared_queue in pipeline.queues: if change_queue: break for item in shared_queue.queue: if (item.change.number == change_ids[0][0] and item.change.patchset == change_ids[0][1]): change_queue = shared_queue break if not change_queue: raise Exception("Unable to find shared change queue for %s" % event.change_ids[0]) for number, patchset in change_ids: found = False for item in change_queue.queue: if (item.change.number == number and item.change.patchset == patchset): found = True items_to_enqueue.append(item) break if not found: raise Exception("Unable to find %s,%s in queue %s" % (number, patchset, change_queue)) for item in change_queue.queue[:]: if item not in items_to_enqueue: items_to_enqueue.append(item) pipeline.manager.cancelJobs(item) pipeline.manager.dequeueItem(item) for item in items_to_enqueue: pipeline.manager.addChange( item.change, enqueue_time=item.enqueue_time, quiet=True, ignore_requirements=True) def _doEnqueueEvent(self, event): tenant = self.abide.tenants.get(event.tenant_name) (trusted, project) = tenant.getProject(event.project_name) pipeline = tenant.layout.pipelines[event.forced_pipeline] change = project.source.getChange(event, project) self.log.debug("Event %s for change %s was directly assigned " "to pipeline %s" % (event, change, self)) pipeline.manager.addChange(change, ignore_requirements=True) def _areAllBuildsComplete(self): self.log.debug("Checking if all builds are complete") if self.merger.areMergesOutstanding(): self.log.debug("Waiting on merger") return False waiting = False for tenant in self.abide.tenants.values(): for pipeline in tenant.layout.pipelines.values(): for item in pipeline.getAllItems(): for build in item.current_build_set.getBuilds(): if build.result is None: self.log.debug("%s waiting on %s" % (pipeline.manager, build)) waiting = True if not waiting: self.log.debug("All builds are complete") return True return False def run(self): if self.statsd: self.log.debug("Statsd enabled") else: self.log.debug("Statsd disabled because python statsd " "package not found") while True: self.log.debug("Run handler sleeping") self.wake_event.wait() self.wake_event.clear() if self._stopped: self.log.debug("Run handler stopping") return self.log.debug("Run handler awake") self.run_handler_lock.acquire() try: while not self.management_event_queue.empty(): self.process_management_queue() # Give result events priority -- they let us stop builds, # whereas trigger events cause us to execute builds. while not self.result_event_queue.empty(): self.process_result_queue() if not self._pause: while not self.trigger_event_queue.empty(): self.process_event_queue() if self._pause and self._areAllBuildsComplete(): self._doPauseEvent() for tenant in self.abide.tenants.values(): for pipeline in tenant.layout.pipelines.values(): while pipeline.manager.processQueue(): pass except Exception: self.log.exception("Exception in run handler:") # There may still be more events to process self.wake_event.set() finally: self.run_handler_lock.release() def maintainConnectionCache(self): # TODOv3(jeblair): update for tenants relevant = set() for tenant in self.abide.tenants.values(): for pipeline in tenant.layout.pipelines.values(): self.log.debug("Gather relevant cache items for: %s" % pipeline) for item in pipeline.getAllItems(): relevant.add(item.change) relevant.update(item.change.getRelatedChanges()) for connection in self.connections.values(): connection.maintainCache(relevant) self.log.debug( "End maintain connection cache for: %s" % connection) self.log.debug("Connection cache size: %s" % len(relevant)) def process_event_queue(self): self.log.debug("Fetching trigger event") event = self.trigger_event_queue.get() self.log.debug("Processing trigger event %s" % event) try: full_project_name = ('/'.join([event.project_hostname, event.project_name])) for tenant in self.abide.tenants.values(): (trusted, project) = tenant.getProject(full_project_name) if project is None: continue try: change = project.source.getChange(event) except exceptions.ChangeNotFound as e: self.log.debug("Unable to get change %s from " "source %s", e.change, project.source) continue if (event.branch_updated and hasattr(change, 'files') and change.updatesConfig()): # The change that just landed updates the config. # Clear out cached data for this project and # perform a reconfiguration. change.project.unparsed_config = None self.reconfigureTenant(tenant) for pipeline in tenant.layout.pipelines.values(): if event.isPatchsetCreated(): pipeline.manager.removeOldVersionsOfChange(change) elif event.isChangeAbandoned(): pipeline.manager.removeAbandonedChange(change) if pipeline.manager.eventMatches(event, change): pipeline.manager.addChange(change) finally: self.trigger_event_queue.task_done() def process_management_queue(self): self.log.debug("Fetching management event") event = self.management_event_queue.get() self.log.debug("Processing management event %s" % event) try: if isinstance(event, ReconfigureEvent): self._doReconfigureEvent(event) elif isinstance(event, TenantReconfigureEvent): self._doTenantReconfigureEvent(event) elif isinstance(event, PromoteEvent): self._doPromoteEvent(event) elif isinstance(event, EnqueueEvent): self._doEnqueueEvent(event.trigger_event) else: self.log.error("Unable to handle event %s" % event) event.done() except Exception: self.log.exception("Exception in management event:") event.exception(sys.exc_info()) self.management_event_queue.task_done() def process_result_queue(self): self.log.debug("Fetching result event") event = self.result_event_queue.get() self.log.debug("Processing result event %s" % event) try: if isinstance(event, BuildStartedEvent): self._doBuildStartedEvent(event) elif isinstance(event, BuildCompletedEvent): self._doBuildCompletedEvent(event) elif isinstance(event, MergeCompletedEvent): self._doMergeCompletedEvent(event) elif isinstance(event, NodesProvisionedEvent): self._doNodesProvisionedEvent(event) else: self.log.error("Unable to handle event %s" % event) finally: self.result_event_queue.task_done() def _doBuildStartedEvent(self, event): build = event.build if build.build_set is not build.build_set.item.current_build_set: self.log.warning("Build %s is not in the current build set" % (build,)) return pipeline = build.build_set.item.pipeline if not pipeline: self.log.warning("Build %s is not associated with a pipeline" % (build,)) return try: build.estimated_time = float(self.time_database.getEstimatedTime( build.job.name)) except Exception: self.log.exception("Exception estimating build time:") pipeline.manager.onBuildStarted(event.build) def _doBuildCompletedEvent(self, event): build = event.build # Regardless of any other conditions which might cause us not # to pass this on to the pipeline manager, make sure we return # the nodes to nodepool. try: nodeset = build.build_set.getJobNodeSet(build.job.name) self.nodepool.returnNodeSet(nodeset) except Exception: self.log.exception("Unable to return nodeset %s" % (nodeset,)) if build.build_set is not build.build_set.item.current_build_set: self.log.debug("Build %s is not in the current build set" % (build,)) return pipeline = build.build_set.item.pipeline if not pipeline: self.log.warning("Build %s is not associated with a pipeline" % (build,)) return if build.end_time and build.start_time and build.result: duration = build.end_time - build.start_time try: self.time_database.update( build.job.name, duration, build.result) except Exception: self.log.exception("Exception recording build time:") pipeline.manager.onBuildCompleted(event.build) def _doMergeCompletedEvent(self, event): build_set = event.build_set if build_set is not build_set.item.current_build_set: self.log.warning("Build set %s is not current" % (build_set,)) return pipeline = build_set.item.pipeline if not pipeline: self.log.warning("Build set %s is not associated with a pipeline" % (build_set,)) return pipeline.manager.onMergeCompleted(event) def _doNodesProvisionedEvent(self, event): request = event.request build_set = request.build_set self.nodepool.acceptNodes(request) if request.canceled: return if build_set is not build_set.item.current_build_set: self.log.warning("Build set %s is not current" % (build_set,)) if request.fulfilled: self.nodepool.returnNodeSet(request.nodeset) return pipeline = build_set.item.pipeline if not pipeline: self.log.warning("Build set %s is not associated with a pipeline" % (build_set,)) if request.fulfilled: self.nodepool.returnNodeSet(request.nodeset) return pipeline.manager.onNodesProvisioned(event) def formatStatusJSON(self, tenant_name): # TODOv3(jeblair): use tenants data = {} data['zuul_version'] = self.zuul_version websocket_url = get_default(self.config, 'web', 'websocket_url', None) if self._pause: ret = '

Queue only mode: preparing to ' if self._exit: ret += 'exit' ret += ', queue length: %s' % self.trigger_event_queue.qsize() ret += '

' data['message'] = ret data['trigger_event_queue'] = {} data['trigger_event_queue']['length'] = \ self.trigger_event_queue.qsize() data['result_event_queue'] = {} data['result_event_queue']['length'] = \ self.result_event_queue.qsize() if self.last_reconfigured: data['last_reconfigured'] = self.last_reconfigured * 1000 pipelines = [] data['pipelines'] = pipelines tenant = self.abide.tenants.get(tenant_name) for pipeline in tenant.layout.pipelines.values(): pipelines.append(pipeline.formatStatusJSON(websocket_url)) return json.dumps(data)