#include </builds/gaudi/Gaudi/GaudiHive/src/AvalancheSchedulerSvc.h>
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StatusCode | initialize () override |
| Initialise. More...
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StatusCode | finalize () override |
| Finalise. More...
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StatusCode | pushNewEvent (EventContext *eventContext) override |
| Make an event available to the scheduler. More...
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StatusCode | pushNewEvents (std::vector< EventContext * > &eventContexts) override |
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StatusCode | popFinishedEvent (EventContext *&eventContext) override |
| Blocks until an event is available. More...
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StatusCode | tryPopFinishedEvent (EventContext *&eventContext) override |
| Try to fetch an event from the scheduler. More...
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unsigned int | freeSlots () override |
| Get free slots number. More...
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virtual StatusCode | scheduleEventView (const EventContext *sourceContext, const std::string &nodeName, std::unique_ptr< EventContext > viewContext) override |
| Method to inform the scheduler about event views. More...
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virtual void | recordOccupancy (int samplePeriod, std::function< void(OccupancySnapshot)> callback) override |
| Sample occupancy at fixed interval (ms) Negative value to deactivate, 0 to snapshot every change Each sample, apply the callback function to the result. More...
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bool | next (TaskSpec &ts, bool blocking=false) |
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void * | i_cast (const InterfaceID &tid) const override |
| Implementation of IInterface::i_cast. More...
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StatusCode | queryInterface (const InterfaceID &ti, void **pp) override |
| Implementation of IInterface::queryInterface. More...
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std::vector< std::string > | getInterfaceNames () const override |
| Implementation of IInterface::getInterfaceNames. More...
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const std::string & | name () const override |
| Retrieve name of the service
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StatusCode | configure () override |
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StatusCode | initialize () override |
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StatusCode | start () override |
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StatusCode | stop () override |
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StatusCode | finalize () override |
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StatusCode | terminate () override |
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Gaudi::StateMachine::State | FSMState () const override |
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Gaudi::StateMachine::State | targetFSMState () const override |
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StatusCode | reinitialize () override |
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StatusCode | restart () override |
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StatusCode | sysInitialize () override |
| Initialize Service
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StatusCode | sysStart () override |
| Initialize Service
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StatusCode | sysStop () override |
| Initialize Service
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StatusCode | sysFinalize () override |
| Finalize Service
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StatusCode | sysReinitialize () override |
| Re-initialize the Service. More...
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StatusCode | sysRestart () override |
| Re-initialize the Service. More...
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| Service (std::string name, ISvcLocator *svcloc) |
| Standard Constructor
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SmartIF< ISvcLocator > & | serviceLocator () const override |
| Retrieve pointer to service locator
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template<class T > |
StatusCode | service (const std::string &name, const T *&psvc, bool createIf=true) const |
| Access a service by name, creating it if it doesn't already exist. More...
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template<class T > |
StatusCode | service (const std::string &name, T *&psvc, bool createIf=true) const |
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template<typename IFace = IService> |
SmartIF< IFace > | service (const std::string &name, bool createIf=true) const |
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template<class T > |
StatusCode | service (const std::string &svcType, const std::string &svcName, T *&psvc) const |
| Access a service by name and type, creating it if it doesn't already exist. More...
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template<class T > |
Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, ToolHandle< T > &hndl, const std::string &doc="none") |
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template<class T > |
StatusCode | declareTool (ToolHandle< T > &handle, bool createIf=true) |
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template<class T > |
StatusCode | declareTool (ToolHandle< T > &handle, std::string toolTypeAndName, bool createIf=true) |
| Declare used tool. More...
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template<class T > |
Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, ToolHandleArray< T > &hndlArr, const std::string &doc="none") |
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template<class T > |
void | addToolsArray (ToolHandleArray< T > &hndlArr) |
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const std::vector< IAlgTool * > & | tools () const |
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SmartIF< IAuditorSvc > & | auditorSvc () const |
| The standard auditor service.May not be invoked before sysInitialize() has been invoked. More...
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| PropertyHolder ()=default |
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Gaudi::Details::PropertyBase & | declareProperty (Gaudi::Details::PropertyBase &prop) |
| Declare a property. More...
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, TYPE &value, const std::string &doc="none") |
| Helper to wrap a regular data member and use it as a regular property. More...
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Gaudi::Details::PropertyBase * | declareProperty (const std::string &name, Gaudi::Property< TYPE, VERIFIER, HANDLERS > &prop, const std::string &doc="none") |
| Declare a PropertyBase instance setting name and documentation. More...
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Gaudi::Details::PropertyBase * | declareRemoteProperty (const std::string &name, IProperty *rsvc, const std::string &rname="") |
| Declare a remote property. More...
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StatusCode | setProperty (const std::string &name, const Gaudi::Details::PropertyBase &p) override |
| set the property from another property with a different name More...
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StatusCode | setProperty (const std::string &s) override |
| set the property from the formatted string More...
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StatusCode | setProperty (const Gaudi::Details::PropertyBase &p) |
| Set the property from a property. More...
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virtual StatusCode | setProperty (const std::string &name, const Gaudi::Details::PropertyBase &p)=0 |
| Set the property from a property with a different name. More...
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virtual StatusCode | setProperty (const std::string &s)=0 |
| Set the property by string. More...
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StatusCode | setProperty (const std::string &name, const char *v) |
| Special case for string literals. More...
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StatusCode | setProperty (const std::string &name, const std::string &v) |
| Special case for std::string. More...
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StatusCode | setProperty (const std::string &name, const TYPE &value) |
| set the property form the value More...
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StatusCode | setPropertyRepr (const std::string &n, const std::string &r) override |
| set the property from name and value string representation More...
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StatusCode | getProperty (Gaudi::Details::PropertyBase *p) const override |
| get the property More...
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const Gaudi::Details::PropertyBase & | getProperty (std::string_view name) const override |
| get the property by name More...
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StatusCode | getProperty (std::string_view n, std::string &v) const override |
| convert the property to the string More...
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const std::vector< Gaudi::Details::PropertyBase * > & | getProperties () const override |
| get all properties More...
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bool | hasProperty (std::string_view name) const override |
| Return true if we have a property with the given name. More...
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Gaudi::Details::PropertyBase * | property (std::string_view name) const |
| \fixme property and bindPropertiesTo should be protected More...
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void | bindPropertiesTo (Gaudi::Interfaces::IOptionsSvc &optsSvc) |
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| PropertyHolder (const PropertyHolder &)=delete |
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PropertyHolder & | operator= (const PropertyHolder &)=delete |
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MSG::Level | msgLevel () const |
| get the cached level (originally extracted from the embedded MsgStream) More...
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bool | msgLevel (MSG::Level lvl) const |
| get the output level from the embedded MsgStream More...
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std::chrono::duration< int64_t, std::milli > | m_snapshotInterval = std::chrono::duration<int64_t, std::milli>::min() |
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std::chrono::system_clock::time_point | m_lastSnapshot = std::chrono::system_clock::now() |
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std::function< void(OccupancySnapshot)> | m_snapshotCallback |
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Gaudi::Property< int > | m_threadPoolSize |
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Gaudi::Property< std::string > | m_whiteboardSvcName { this, "WhiteboardSvc", "EventDataSvc", "The whiteboard name" } |
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Gaudi::Property< unsigned int > | m_maxBlockingAlgosInFlight |
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Gaudi::Property< bool > | m_simulateExecution |
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Gaudi::Property< std::string > | m_optimizationMode |
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Gaudi::Property< bool > | m_dumpIntraEventDynamics |
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Gaudi::Property< bool > | m_enablePreemptiveBlockingTasks |
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Gaudi::Property< bool > | m_checkDeps |
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Gaudi::Property< bool > | m_checkOutput |
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Gaudi::Property< std::vector< std::string > > | m_checkOutputIgnoreList |
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Gaudi::Property< std::string > | m_useDataLoader |
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Gaudi::Property< bool > | m_enableCondSvc { this, "EnableConditions", false, "Enable ConditionsSvc" } |
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Gaudi::Property< bool > | m_showDataDeps |
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Gaudi::Property< bool > | m_showDataFlow |
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Gaudi::Property< bool > | m_showControlFlow |
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Gaudi::Property< bool > | m_verboseSubSlots { this, "VerboseSubSlots", false, "Dump algorithm states for all sub-slots" } |
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std::atomic< ActivationState > | m_isActive { INACTIVE } |
| Flag to track if the scheduler is active or not. More...
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std::thread | m_thread |
| The thread in which the activate function runs. More...
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std::unordered_map< std::string, unsigned int > | m_algname_index_map |
| Map to bookkeep the information necessary to the name2index conversion. More...
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std::vector< std::string > | m_algname_vect |
| Vector to bookkeep the information necessary to the index2name conversion. More...
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SmartIF< IPrecedenceSvc > | m_precSvc |
| A shortcut to the Precedence Service. More...
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SmartIF< IHiveWhiteBoard > | m_whiteboard |
| A shortcut to the whiteboard. More...
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std::vector< EventSlot > | m_eventSlots |
| Vector of events slots. More...
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std::atomic_int | m_freeSlots { 0 } |
| Atomic to account for asyncronous updates by the scheduler wrt the rest. More...
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tbb::concurrent_bounded_queue< EventContext * > | m_finishedEvents |
| Queue of finished events. More...
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SmartIF< IAlgExecStateSvc > | m_algExecStateSvc |
| Algorithm execution state manager. More...
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SmartIF< ICondSvc > | m_condSvc |
| A shortcut to service for Conditions handling. More...
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unsigned int | m_algosInFlight = 0 |
| Number of algorithms presently in flight. More...
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unsigned int | m_blockingAlgosInFlight = 0 |
| Number of algorithms presently in flight. More...
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SmartIF< IAlgResourcePool > | m_algResourcePool |
| Cache for the algorithm resource pool. More...
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tbb::concurrent_bounded_queue< action > | m_actionsQueue |
| Queue where closures are stored and picked for execution. More...
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tbb::concurrent_priority_queue< TaskSpec, AlgQueueSort > | m_scheduledQueue |
| Queues for scheduled algorithms. More...
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tbb::concurrent_priority_queue< TaskSpec, AlgQueueSort > | m_scheduledBlockingQueue |
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std::queue< TaskSpec > | m_retryQueue |
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std::atomic< bool > | m_needsUpdate { true } |
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SmartIF< IThreadPoolSvc > | m_threadPoolSvc |
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tbb::task_arena * | m_arena { nullptr } |
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size_t | m_maxEventsInFlight { 0 } |
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size_t | m_maxAlgosInFlight { 1 } |
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using | base_class = extends |
| Typedef to this class. More...
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using | extend_interfaces_base = extend_interfaces< Interfaces... > |
| Typedef to the base of this class. More...
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using | Factory = Gaudi::PluginService::Factory< IService *(const std::string &, ISvcLocator *)> |
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using | PropertyHolderImpl = PropertyHolder< CommonMessaging< implements< IService, IProperty, IStateful > > > |
| Typedef used to refer to this class from derived classes, as in. More...
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using | base_class = CommonMessaging |
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using | ext_iids = typename Gaudi::interface_list_cat< typename Interfaces::ext_iids... >::type |
| take union of the ext_iids of all Interfaces... More...
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std::vector< IAlgTool * > & | tools () |
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| ~Service () override |
| Standard Destructor
More...
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int | outputLevel () const |
| get the Service's output level More...
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MSG::Level | setUpMessaging () const |
| Set up local caches. More...
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MSG::Level | resetMessaging () |
| Reinitialize internal states. More...
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void | updateMsgStreamOutputLevel (int level) |
| Update the output level of the cached MsgStream. More...
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Gaudi::StateMachine::State | m_state = Gaudi::StateMachine::OFFLINE |
| Service state
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Gaudi::StateMachine::State | m_targetState = Gaudi::StateMachine::OFFLINE |
| Service state
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Gaudi::Property< int > | m_outputLevel { this, "OutputLevel", MSG::NIL, "output level" } |
| flag indicating whether ToolHandle tools have been added to m_tools More...
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Gaudi::Property< bool > | m_auditInit { this, "AuditServices", false, "[[deprecated]] unused" } |
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Gaudi::Property< bool > | m_auditorInitialize { this, "AuditInitialize", false, "trigger auditor on initialize()" } |
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Gaudi::Property< bool > | m_auditorStart { this, "AuditStart", false, "trigger auditor on start()" } |
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Gaudi::Property< bool > | m_auditorStop { this, "AuditStop", false, "trigger auditor on stop()" } |
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Gaudi::Property< bool > | m_auditorFinalize { this, "AuditFinalize", false, "trigger auditor on finalize()" } |
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Gaudi::Property< bool > | m_auditorReinitialize { this, "AuditReinitialize", false, "trigger auditor on reinitialize()" } |
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Gaudi::Property< bool > | m_auditorRestart { this, "AuditRestart", false, "trigger auditor on restart()" } |
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Gaudi::Property< bool > | m_autoRetrieveTools |
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Gaudi::Property< bool > | m_checkToolDeps |
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SmartIF< IAuditorSvc > | m_pAuditorSvc |
| Auditor Service
More...
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Introduction
The scheduler is named after its ability to generically maximize the average intra-event task occupancy by inducing avalanche-like concurrency disclosure waves in conditions of arbitrary intra-event task precedence constraints (see section 3.2 of http://cern.ch/go/7Jn7).
Task precedence management
The scheduler is driven by graph-based task precedence management. When compared to approach used in the ForwardSchedulerSvc, the following advantages can be emphasized:
(1) Faster decision making (thus lower concurrency disclosure downtime); (2) Capacity for proactive task scheduling decision making.
Point (2) allowed to implement a number of generic, non-intrusive intra-event throughput maximization scheduling strategies.
Scheduling principles
o Task scheduling prerequisites
A task is scheduled ASA all following conditions are met:
- if a control flow (CF) graph traversal reaches the task;
- when all data flow (DF) dependencies of the task are satisfied;
- when the DF-ready task pool parsing mechanism (*) considers it, and:
- a free (or re-entrant) algorithm instance to run within the task is available;
- there is a free computational resource to run the task.
o (*) Avalanche induction strategies
The scheduler is able to maximize the intra-event throughput by applying several search strategies within the pool, prioritizing tasks according to the following types of precedence rules graph asymmetries:
(A) Local task-to-data asymmetry; (B) Local task-to-task asymmetry; (C) Global task-to-task asymmetry.
o Other mechanisms of throughput maximization
The scheduler is able to maximize the overall throughput of data processing by preemptive scheduling CPU-blocking tasks. The mechanism can be applied to the following types of tasks:
- I/O-bound tasks;
- tasks with computation offloading (accelerators, GPGPUs, clouds, quantum computing devices..joke);
- synchronization-bound tasks.
Credits
Historically, the AvalancheSchedulerSvc branched off the ForwardSchedulerSvc and in many ways built its success on ideas and code of the latter.
- Author
- Illya Shapoval
- Version
- 1.0
Definition at line 112 of file AvalancheSchedulerSvc.h.
◆ action
◆ AState
◆ ActivationState
◆ activate()
void AvalancheSchedulerSvc::activate |
( |
| ) |
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private |
Activate scheduler.
Activate the scheduler.
From this moment on the queue of actions is checked. The checking will stop when the m_isActive flag is false and the queue is not empty. This will guarantee that all actions are executed and a stall is not created. The TBB pool must be initialised in the thread from where the tasks are launched (http://threadingbuildingblocks.org/docs/doxygen/a00342.html) The scheduler is initialised here since this method runs in a separate thread and spawns the tasks (through the execution of the lambdas)
Definition at line 449 of file AvalancheSchedulerSvc.cpp.
451 ON_DEBUG debug() <<
"AvalancheSchedulerSvc::activate()" <<
endmsg;
454 error() <<
"problems initializing ThreadPoolSvc" <<
endmsg;
471 if ( sc.isFailure() )
472 verbose() <<
"Action did not succeed (which is not bad per se)." <<
endmsg;
482 if ( sc.isFailure() )
483 verbose() <<
"Iteration did not succeed (which is not bad per se)." <<
endmsg;
491 ON_DEBUG debug() <<
"Terminating thread-pool resources" <<
endmsg;
493 error() <<
"Problems terminating thread pool" <<
endmsg;
◆ algname2index()
unsigned int AvalancheSchedulerSvc::algname2index |
( |
const std::string & |
algoname | ) |
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inlineprivate |
◆ deactivate()
Deactivate scheduler.
Deactivates the scheduler.
Two actions are pushed into the queue: 1) Drain the scheduler until all events are finished. 2) Flip the status flag m_isActive to false This second action is the last one to be executed by the scheduler.
Definition at line 506 of file AvalancheSchedulerSvc.cpp.
◆ dumpSchedulerState()
void AvalancheSchedulerSvc::dumpSchedulerState |
( |
int |
iSlot | ) |
|
|
private |
Dump the state of the scheduler.
Used for debugging purposes, the state of the scheduler is dumped on screen in order to be inspected.
Definition at line 867 of file AvalancheSchedulerSvc.cpp.
872 outputMS <<
"Dumping scheduler state\n"
873 <<
"=========================================================================================\n"
874 <<
"++++++++++++++++++++++++++++++++++++ SCHEDULER STATE ++++++++++++++++++++++++++++++++++++\n"
875 <<
"=========================================================================================\n\n";
879 outputMS <<
"------------------ Last schedule: Task/Event/Slot/Thread/State Mapping "
880 <<
"------------------\n\n";
884 if ( !timelineSvc.isValid() || !timelineSvc->isEnabled() ) {
885 outputMS <<
"WARNING Enable TimelineSvc in record mode (RecordTimeline = True) to trace the mapping\n";
892 auto& schedAlgs = slot.algsStates.algsInState( AState::SCHEDULED );
893 for ( uint algIndex : schedAlgs ) {
901 auto& schedAlgs = slot.algsStates.algsInState( AState::SCHEDULED );
902 for ( uint algIndex : schedAlgs ) {
906 outputMS <<
" task: " <<
std::setw( indt ) << algoName <<
" evt/slot: " << slot.eventContext->evt() <<
"/"
907 << slot.eventContext->slot();
910 if ( timelineSvc.isValid() ) {
913 te.slot = slot.eventContext->slot();
914 te.event = slot.eventContext->evt();
916 if ( timelineSvc->getTimelineEvent( te ) )
919 outputMS <<
" thread.id: [unknown]";
924 outputMS <<
" state: [" <<
m_algExecStateSvc->algExecState( algoName, *( slot.eventContext ) ) <<
"]\n";
931 outputMS <<
"\n---------------------------- Task/CF/FSM Mapping "
932 << ( 0 > iSlot ?
"[all slots] --" :
"[target slot] " ) <<
"--------------------------\n\n";
941 if ( slot.complete )
continue;
943 outputMS <<
"[ slot: "
944 << ( slot.eventContext->valid() ?
std::to_string( slot.eventContext->slot() ) :
"[ctx invalid]" )
946 << ( slot.eventContext->valid() ?
std::
to_string( slot.eventContext->
evt() ) :
"[ctx invalid]" )
949 if ( 0 > iSlot || iSlot == slotCount ) {
953 outputMS <<
"ERROR alg(s):";
955 auto& errorAlgs = slot.algsStates.algsInState(
AState::ERROR );
956 for ( uint algIndex : errorAlgs ) {
960 if ( errorCount == 0 ) outputMS <<
" in subslot(s)";
964 outputMS <<
m_precSvc->printState( slot ) <<
"\n";
969 outputMS <<
"\nNumber of sub-slots: " << slot.allSubSlots.size() <<
"\n\n";
970 auto slotID = slot.eventContext->valid() ?
std::to_string( slot.eventContext->slot() ) :
"[ctx invalid]";
971 for (
auto& ss : slot.allSubSlots ) {
972 outputMS <<
"[ slot: " << slotID <<
", sub-slot: "
973 << ( ss.eventContext->valid() ?
std::to_string( ss.eventContext->subSlot() ) :
"[ctx invalid]" )
974 <<
", entry: " << ss.entryPoint <<
", event: "
975 << ( ss.eventContext->valid() ?
std::
to_string( ss.eventContext->
evt() ) :
"[ctx invalid]" )
978 outputMS <<
"ERROR alg(s):";
979 auto& errorAlgs = ss.algsStates.algsInState(
AState::ERROR );
980 for ( uint algIndex : errorAlgs ) { outputMS <<
" " <<
index2algname( algIndex ); }
984 outputMS <<
m_precSvc->printState( ss ) <<
"\n";
993 if ( 0 <= iSlot && !wasAlgError ) {
994 outputMS <<
"\n------------------------------ Algorithm Execution States -----------------------------\n\n";
998 outputMS <<
"\n=========================================================================================\n"
999 <<
"++++++++++++++++++++++++++++++++++++++ END OF DUMP ++++++++++++++++++++++++++++++++++++++\n"
1000 <<
"=========================================================================================\n\n";
◆ eventFailed()
void AvalancheSchedulerSvc::eventFailed |
( |
EventContext * |
eventContext | ) |
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|
private |
Method to execute if an event failed.
It can be possible that an event fails.
In this case this method is called. It dumps the state of the scheduler and marks the event as finished.
Definition at line 846 of file AvalancheSchedulerSvc.cpp.
847 const uint slotIdx = eventContext->
slot();
849 error() <<
"Event " << eventContext->
evt() <<
" on slot " << slotIdx <<
" failed" <<
endmsg;
◆ finalize()
Finalise.
Here the scheduler is deactivated and the thread joined.
Definition at line 418 of file AvalancheSchedulerSvc.cpp.
421 if ( sc.isFailure() ) warning() <<
"Base class could not be finalized" <<
endmsg;
424 if ( sc.isFailure() ) warning() <<
"Scheduler could not be deactivated" <<
endmsg;
426 info() <<
"Joining Scheduler thread" <<
endmsg;
431 error() <<
"problems in scheduler thread" <<
endmsg;
◆ freeSlots()
unsigned int AvalancheSchedulerSvc::freeSlots |
( |
| ) |
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override |
◆ index2algname()
const std::string& AvalancheSchedulerSvc::index2algname |
( |
unsigned int |
index | ) |
|
|
inlineprivate |
◆ initialize()
Initialise.
Here, among some "bureaucracy" operations, the scheduler is activated, executing the activate() function in a new thread.
In addition the algorithms list is acquired from the algResourcePool.
Definition at line 73 of file AvalancheSchedulerSvc.cpp.
77 if ( sc.isFailure() ) warning() <<
"Base class could not be initialized" <<
endmsg;
82 fatal() <<
"Error retrieving ThreadPoolSvc" <<
endmsg;
87 fatal() <<
"Cannot cast ThreadPoolSvc" <<
endmsg;
92 fatal() <<
"Cannot find valid TBB task_arena" <<
endmsg;
97 info() <<
"Activating scheduler in a separate thread" <<
endmsg;
102 fatal() <<
"Terminating initialization" <<
endmsg;
105 ON_DEBUG debug() <<
"Waiting for AvalancheSchedulerSvc to activate" <<
endmsg;
114 warning() <<
"No CondSvc found, or not enabled. "
115 <<
"Will not manage CondAlgorithms" <<
endmsg;
123 fatal() <<
"Error retrieving AlgoResourcePool" <<
endmsg;
129 fatal() <<
"Error retrieving AlgExecStateSvc" <<
endmsg;
136 fatal() <<
"Error retrieving EventDataSvc interface IHiveWhiteBoard." <<
endmsg;
148 const unsigned int algsNumber = algos.
size();
149 if ( algsNumber != 0 ) {
150 info() <<
"Found " << algsNumber <<
" algorithms" <<
endmsg;
152 error() <<
"No algorithms found" <<
endmsg;
168 fatal() <<
"Could not convert IAlgorithm into Gaudi::Algorithm: this will result in a crash." <<
endmsg;
177 algosOutputDependenciesMap[algoPtr->
name()] = algoOutputs;
181 ostdd <<
"Data Dependencies for Algorithms:";
186 if (
nullptr == algoPtr ) {
187 fatal() <<
"Could not convert IAlgorithm into Gaudi::Algorithm for " << ialgoPtr->
name()
188 <<
": this will result in a crash." <<
endmsg;
196 ostdd <<
"\n " << algoPtr->
name();
198 auto write_owners = [&avis, &ostdd](
const DataObjID id ) {
199 auto owners = avis.owners_names_of(
id );
207 ostdd <<
"\n o INPUT " << id;
209 if (
id.
key().
find(
":" ) != std::string::npos ) {
210 ostdd <<
" contains alternatives which require resolution...\n";
211 auto tokens = boost::tokenizer<boost::char_separator<char>>{
id.key(), boost::char_separator<char>{
":" } };
213 return globalOutp.find( DataObjID{ t } ) != globalOutp.
end();
215 if ( itok != tokens.end() ) {
216 ostdd <<
"found matching output for " << *itok <<
" -- updating scheduler info\n";
217 id.updateKey( *itok );
219 error() <<
"failed to find alternate in global output list"
220 <<
" for id: " <<
id <<
" in Alg " << algoPtr->
name() <<
endmsg;
224 algoDependencies.
insert(
id );
228 ostdd <<
"\n o OUTPUT " << *id;
230 if ( id->key().find(
":" ) != std::string::npos ) {
231 error() <<
" in Alg " << algoPtr->
name() <<
" alternatives are NOT allowed for outputs! id: " << *
id
239 algosInputDependenciesMap[algoPtr->
name()] = algoDependencies;
249 for (
auto o : globalInp ) {
252 requiredInputKeys.
insert( o.key() );
253 if ( globalOutp.
find( o ) == globalOutp.
end() ) unmetDepInp.
insert( o );
256 for (
auto o : globalOutp ) {
257 if ( globalInp.find( o ) == globalInp.end() && requiredInputKeys.
find( o.key() ) == requiredInputKeys.
end() ) {
261 auto it = algosOutputDependenciesMap.
find( algoName );
262 if ( it != algosOutputDependenciesMap.
end() ) {
263 if ( it->second.find( o ) != it->second.end() ) {
269 if ( !ignored ) { unusedOutp.
insert( o ); }
276 if ( unmetDepInp.
size() > 0 ) {
278 auto printUnmet = [&](
auto msg ) {
279 for (
const DataObjID* o : sortedDataObjIDColl( unmetDepInp ) ) {
280 msg <<
" o " << *o <<
" required by Algorithm: " <<
endmsg;
282 for (
const auto& p : algosInputDependenciesMap )
283 if ( p.second.find( *o ) != p.second.end() )
msg <<
" * " << p.first <<
endmsg;
293 dataLoaderAlg = algo;
297 if ( dataLoaderAlg ==
nullptr ) {
299 <<
"\" found, and unmet INPUT dependencies "
301 printUnmet( fatal() );
305 info() <<
"Will attribute the following unmet INPUT dependencies to \"" << dataLoaderAlg->type() <<
"/"
306 << dataLoaderAlg->name() <<
"\" Algorithm" <<
endmsg;
307 printUnmet( info() );
312 fatal() <<
"Unable to dcast DataLoader \"" <<
m_useDataLoader.
value() <<
"\" IAlg to Gaudi::Algorithm"
317 for (
auto&
id : unmetDepInp ) {
318 ON_DEBUG debug() <<
"adding OUTPUT dep \"" <<
id <<
"\" to " << dataLoaderAlg->type() <<
"/"
319 << dataLoaderAlg->name() <<
endmsg;
324 fatal() <<
"Auto DataLoading not requested, "
325 <<
"and the following unmet INPUT dependencies were found:" <<
endmsg;
326 printUnmet( fatal() );
331 info() <<
"No unmet INPUT data dependencies were found" <<
endmsg;
336 if ( unusedOutp.
size() > 0 ) {
338 auto printUnusedOutp = [&](
auto msg ) {
339 for (
const DataObjID* o : sortedDataObjIDColl( unusedOutp ) ) {
340 msg <<
" o " << *o <<
" produced by Algorithm: " <<
endmsg;
342 for (
const auto& p : algosOutputDependenciesMap )
343 if ( p.second.find( *o ) != p.second.end() )
msg <<
" * " << p.first <<
endmsg;
347 fatal() <<
"The following unused OUTPUT items were found:" <<
endmsg;
348 printUnusedOutp( fatal() );
351 info() <<
"No unused OUTPUT items were found" <<
endmsg;
358 fatal() <<
"Error retrieving PrecedenceSvc" <<
endmsg;
363 fatal() <<
"Unable to dcast PrecedenceSvc" <<
endmsg;
378 if ( !messageSvc.isValid() ) error() <<
"Error retrieving MessageSvc interface IMessageSvc." <<
endmsg;
389 info() <<
"Concurrency level information:" <<
endmsg;
394 info() <<
"Task scheduling settings:" <<
endmsg;
395 info() <<
" o Avalanche generation mode: "
397 info() <<
" o Preemptive scheduling of CPU-blocking tasks: "
402 info() <<
" o Scheduling of condition tasks: " << (
m_enableCondSvc ?
"enabled" :
"disabled" ) <<
endmsg;
◆ isStalled()
bool AvalancheSchedulerSvc::isStalled |
( |
const EventSlot & |
slot | ) |
const |
|
private |
Check if scheduling in a particular slot is in a stall.
Check if we are in present of a stall condition for a particular slot.
This is the case when a slot has no actions queued in the actionsQueue, has no scheduled algorithms and has no algorithms with all of its dependencies satisfied.
Definition at line 828 of file AvalancheSchedulerSvc.cpp.
830 if ( !slot.
algsStates.
containsAny( { AState::DATAREADY, AState::SCHEDULED, AState::RESOURCELESS } ) &&
831 !subSlotAlgsInStates( slot, { AState::DATAREADY, AState::SCHEDULED, AState::RESOURCELESS } ) ) {
◆ iterate()
Loop on all slots to schedule DATAREADY algorithms and sign off ready events.
Loop on all slots to schedule DATAREADY algorithms, sign off ready ones or detect execution stalls.
To check if an event is finished the method verifies that the root control flow decision of the task precedence graph is resolved and there are no algorithms moving in-between INITIAL and EVTACCEPTED FSM states.
Definition at line 653 of file AvalancheSchedulerSvc.cpp.
659 for (
unsigned int retryIndex = 0; retryIndex < retries; ++retryIndex ) {
666 OccupancySnapshot nextSnap;
671 if ( !thisSlot.eventContext )
continue;
673 int iSlot = thisSlot.eventContext->slot();
685 if ( nextSnap.states.empty() ) {
692 slotStateTotals.
resize( AState::MAXVALUE );
694 slotStateTotals[
state] = thisSlot.algsStates.sizeOfSubset(
AState(
state ) );
698 for (
auto& subslot : thisSlot.allSubSlots ) {
700 slotStateTotals[
state] += subslot.algsStates.sizeOfSubset(
AState(
state ) );
706 auto& drAlgs = thisAlgsStates.
algsInState( AState::DATAREADY );
707 for ( uint algIndex : drAlgs ) {
713 schedule( TaskSpec(
nullptr, algIndex, algName, rank, blocking, iSlot, thisSlot.eventContext.get() ) );
716 <<
"Could not apply transition from " << AState::DATAREADY <<
" for algorithm " << algName
717 <<
" on processing slot " << iSlot <<
endmsg;
721 for (
auto& subslot : thisSlot.allSubSlots ) {
722 auto& drAlgsSubSlot = subslot.algsStates.algsInState( AState::DATAREADY );
723 for ( uint algIndex : drAlgsSubSlot ) {
728 schedule( TaskSpec(
nullptr, algIndex, algName, rank, blocking, iSlot, subslot.eventContext.get() ) );
734 s <<
"START, " << thisAlgsStates.
sizeOfSubset( AState::CONTROLREADY ) <<
", "
746 if (
m_precSvc->CFRulesResolved( thisSlot ) &&
747 !thisSlot.algsStates.containsAny(
748 { AState::CONTROLREADY, AState::DATAREADY, AState::SCHEDULED, AState::RESOURCELESS } ) &&
749 !subSlotAlgsInStates( thisSlot,
750 { AState::CONTROLREADY, AState::DATAREADY, AState::SCHEDULED, AState::RESOURCELESS } ) &&
751 !thisSlot.complete ) {
753 thisSlot.complete =
true;
757 ON_DEBUG debug() <<
"Event " << thisSlot.eventContext->evt() <<
" finished (slot "
758 << thisSlot.eventContext->slot() <<
")." <<
endmsg;
765 thisSlot.eventContext.reset(
nullptr );
775 if ( !nextSnap.states.empty() ) {
◆ next()
bool AvalancheSchedulerSvc::next |
( |
TaskSpec & |
ts, |
|
|
bool |
blocking = false |
|
) |
| |
|
inline |
◆ popFinishedEvent()
Blocks until an event is available.
Get a finished event or block until one becomes available.
Definition at line 612 of file AvalancheSchedulerSvc.cpp.
624 ON_DEBUG debug() <<
"Popped slot " << eventContext->
slot() <<
" (event " << eventContext->
evt() <<
")" <<
endmsg;
◆ pushNewEvent()
Make an event available to the scheduler.
Add event to the scheduler.
There are two cases possible: 1) No slot is free. A StatusCode::FAILURE is returned. 2) At least one slot is free. An action which resets the slot and kicks off its update is queued.
Definition at line 537 of file AvalancheSchedulerSvc.cpp.
539 if ( !eventContext ) {
540 fatal() <<
"Event context is nullptr" <<
endmsg;
545 ON_DEBUG debug() <<
"A free processing slot could not be found." <<
endmsg;
554 const unsigned int thisSlotNum = eventContext->
slot();
557 fatal() <<
"The slot " << thisSlotNum <<
" is supposed to be a finished event but it's not" <<
endmsg;
561 ON_DEBUG debug() <<
"Executing event " << eventContext->
evt() <<
" on slot " << thisSlotNum <<
endmsg;
562 thisSlot.
reset( eventContext );
569 if (
m_precSvc->iterate( thisSlot, cs ).isFailure() ) {
570 error() <<
"Failed to call IPrecedenceSvc::iterate for slot " << thisSlotNum <<
endmsg;
574 if ( this->
iterate().isFailure() ) {
575 error() <<
"Failed to call AvalancheSchedulerSvc::updateStates for slot " << thisSlotNum <<
endmsg;
584 verbose() <<
"Pushing the action to update the scheduler for slot " << eventContext->
slot() <<
endmsg;
◆ pushNewEvents()
◆ recordOccupancy()
void AvalancheSchedulerSvc::recordOccupancy |
( |
int |
samplePeriod, |
|
|
std::function< void(OccupancySnapshot)> |
callback |
|
) |
| |
|
overridevirtual |
Sample occupancy at fixed interval (ms) Negative value to deactivate, 0 to snapshot every change Each sample, apply the callback function to the result.
Definition at line 1157 of file AvalancheSchedulerSvc.cpp.
1160 if ( samplePeriod < 0 ) {
◆ revise()
Definition at line 787 of file AvalancheSchedulerSvc.cpp.
789 auto slotIndex = contextPtr->
slot();
795 auto subSlotIndex = contextPtr->
subSlot();
802 <<
", subslot:" << subSlotIndex <<
", event:" << contextPtr->
evt() <<
"]" <<
endmsg;
812 <<
", event:" << contextPtr->
evt() <<
"]" <<
endmsg;
◆ schedule()
Definition at line 1007 of file AvalancheSchedulerSvc.cpp.
1019 if ( getAlgSC.isSuccess() ) {
1025 unsigned int algIndex{
ts.algIndex };
1026 std::string_view algName(
ts.algName );
1027 unsigned int algRank{
ts.algRank };
1028 bool blocking{
ts.blocking };
1029 int slotIndex{
ts.slotIndex };
1050 sc =
revise( algIndex, contextPtr, AState::SCHEDULED );
1052 ON_DEBUG debug() <<
"Scheduled " << algName <<
" [slot:" << slotIndex <<
", event:" << contextPtr->evt()
1053 <<
", rank:" << algRank <<
", blocking:" << ( blocking ?
"yes" :
"no" )
1062 sc =
revise(
ts.algIndex,
ts.contextPtr, AState::SCHEDULED );
1068 sc =
revise(
ts.algIndex,
ts.contextPtr, AState::RESOURCELESS );
◆ scheduleEventView()
Method to inform the scheduler about event views.
Definition at line 1117 of file AvalancheSchedulerSvc.cpp.
1121 fatal() <<
"Attempted to nest EventViews at node " << nodeName <<
": this is not supported" <<
endmsg;
1129 auto action = [
this, slotIndex = sourceContext->
slot(), viewContextPtr = viewContext.
release(),
1134 if ( viewContextPtr ) {
◆ signoff()
The call to this method is triggered only from within the AlgTask.
Definition at line 1083 of file AvalancheSchedulerSvc.cpp.
1094 ? ( algstate.
filterPassed() ? AState::EVTACCEPTED : AState::EVTREJECTED )
1100 ON_DEBUG debug() <<
"Executed " <<
ts.algName <<
" [slot:" <<
ts.slotIndex <<
", event:" <<
ts.contextPtr->evt()
1101 <<
", rank:" <<
ts.algRank <<
", blocking:" << (
ts.blocking ?
"yes" :
"no" )
◆ tryPopFinishedEvent()
Try to fetch an event from the scheduler.
Try to get a finished event, if not available just return a failure.
Definition at line 633 of file AvalancheSchedulerSvc.cpp.
636 ON_DEBUG debug() <<
"Try Pop successful slot " << eventContext->
slot() <<
"(event " << eventContext->
evt() <<
")"
◆ AlgTask
◆ m_actionsQueue
tbb::concurrent_bounded_queue<action> AvalancheSchedulerSvc::m_actionsQueue |
|
private |
◆ m_algExecStateSvc
◆ m_algname_index_map
◆ m_algname_vect
Vector to bookkeep the information necessary to the index2name conversion.
Definition at line 230 of file AvalancheSchedulerSvc.h.
◆ m_algosInFlight
unsigned int AvalancheSchedulerSvc::m_algosInFlight = 0 |
|
private |
◆ m_algResourcePool
◆ m_arena
tbb::task_arena* AvalancheSchedulerSvc::m_arena { nullptr } |
|
private |
◆ m_blockingAlgosInFlight
unsigned int AvalancheSchedulerSvc::m_blockingAlgosInFlight = 0 |
|
private |
◆ m_checkDeps
Initial value:{ this, "CheckDependencies", false,
"Runtime check of Algorithm Input Data Dependencies" }
Definition at line 179 of file AvalancheSchedulerSvc.h.
◆ m_checkOutput
Initial value:{ this, "CheckOutputUsage", false,
"Runtime check of Algorithm Output Data usage" }
Definition at line 181 of file AvalancheSchedulerSvc.h.
◆ m_checkOutputIgnoreList
Initial value:{
this,
"CheckOutputUsageIgnoreList",
{},
"Ignore outputs of the Algorithms of this name when doing the check",
"OrderedSet<std::string>" }
Definition at line 183 of file AvalancheSchedulerSvc.h.
◆ m_condSvc
◆ m_dumpIntraEventDynamics
Initial value:{ this, "DumpIntraEventDynamics", false,
"Dump intra-event concurrency dynamics to csv file" }
Definition at line 174 of file AvalancheSchedulerSvc.h.
◆ m_enableCondSvc
Gaudi::Property<bool> AvalancheSchedulerSvc::m_enableCondSvc { this, "EnableConditions", false, "Enable ConditionsSvc" } |
|
private |
◆ m_enablePreemptiveBlockingTasks
Gaudi::Property<bool> AvalancheSchedulerSvc::m_enablePreemptiveBlockingTasks |
|
private |
Initial value:{
this, "PreemptiveBlockingTasks", false,
"Enable preemptive scheduling of CPU-blocking algorithms. Blocking algorithms must be flagged accordingly." }
Definition at line 176 of file AvalancheSchedulerSvc.h.
◆ m_eventSlots
◆ m_finishedEvents
tbb::concurrent_bounded_queue<EventContext*> AvalancheSchedulerSvc::m_finishedEvents |
|
private |
◆ m_freeSlots
std::atomic_int AvalancheSchedulerSvc::m_freeSlots { 0 } |
|
private |
◆ m_isActive
◆ m_lastSnapshot
◆ m_maxAlgosInFlight
size_t AvalancheSchedulerSvc::m_maxAlgosInFlight { 1 } |
|
private |
◆ m_maxBlockingAlgosInFlight
Gaudi::Property<unsigned int> AvalancheSchedulerSvc::m_maxBlockingAlgosInFlight |
|
private |
Initial value:{
this, "MaxBlockingAlgosInFlight", 0, "Maximum allowed number of simultaneously running CPU-blocking algorithms" }
Definition at line 167 of file AvalancheSchedulerSvc.h.
◆ m_maxEventsInFlight
size_t AvalancheSchedulerSvc::m_maxEventsInFlight { 0 } |
|
private |
◆ m_needsUpdate
std::atomic<bool> AvalancheSchedulerSvc::m_needsUpdate { true } |
|
private |
◆ m_optimizationMode
Initial value:{ this, "Optimizer", "",
"The following modes are currently available: PCE, COD, DRE, E" }
Definition at line 172 of file AvalancheSchedulerSvc.h.
◆ m_precSvc
◆ m_retryQueue
◆ m_scheduledBlockingQueue
tbb::concurrent_priority_queue<TaskSpec, AlgQueueSort> AvalancheSchedulerSvc::m_scheduledBlockingQueue |
|
private |
◆ m_scheduledQueue
◆ m_showControlFlow
Initial value:{ this, "ShowControlFlow", false,
"Show the configuration of all Algorithms and Sequences" }
Definition at line 201 of file AvalancheSchedulerSvc.h.
◆ m_showDataDeps
Initial value:{ this, "ShowDataDependencies", true,
"Show the INPUT and OUTPUT data dependencies of Algorithms" }
Definition at line 195 of file AvalancheSchedulerSvc.h.
◆ m_showDataFlow
Initial value:{ this, "ShowDataFlow", false,
"Show the configuration of DataFlow between Algorithms" }
Definition at line 198 of file AvalancheSchedulerSvc.h.
◆ m_simulateExecution
Initial value:{
this, "SimulateExecution", false,
"Flag to perform single-pass simulation of execution flow before the actual execution" }
Definition at line 169 of file AvalancheSchedulerSvc.h.
◆ m_snapshotCallback
std::function<void( OccupancySnapshot )> AvalancheSchedulerSvc::m_snapshotCallback |
|
private |
◆ m_snapshotInterval
◆ m_thread
◆ m_threadPoolSize
Initial value:{
this, "ThreadPoolSize", -1,
"Size of the global thread pool initialised by TBB; a value of -1 requests to use"
"all available hardware threads; -100 requests to bypass TBB executing "
"all algorithms in the scheduler's thread." }
Definition at line 161 of file AvalancheSchedulerSvc.h.
◆ m_threadPoolSvc
◆ m_useDataLoader
Initial value:{ this, "DataLoaderAlg", "",
"Attribute unmet input dependencies to this DataLoader Algorithm" }
Definition at line 190 of file AvalancheSchedulerSvc.h.
◆ m_verboseSubSlots
Gaudi::Property<bool> AvalancheSchedulerSvc::m_verboseSubSlots { this, "VerboseSubSlots", false, "Dump algorithm states for all sub-slots" } |
|
private |
◆ m_whiteboard
◆ m_whiteboardSvcName
The documentation for this class was generated from the following files:
std::unique_ptr< EventContext > eventContext
Cache for the eventContext.
SmartIF< IHiveWhiteBoard > m_whiteboard
A shortcut to the whiteboard.
GAUDI_API void setCurrentContext(const EventContext *ctx)
A service to resolve the task execution precedence.
const std::string name() const
property name
StatusCode initialize() override
Gaudi::Property< std::string > m_useDataLoader
void acceptDHVisitor(IDataHandleVisitor *) const override
const std::string & name() const override
The identifying name of the algorithm object.
Gaudi::Property< std::string > m_optimizationMode
unsigned int getControlFlowNodeCounter() const
Get total number of control flow graph nodes.
StatusCode iterate()
Loop on all slots to schedule DATAREADY algorithms and sign off ready events.
Class representing an event slot.
void addDependency(const DataObjID &id, const Gaudi::DataHandle::Mode &mode) override
std::chrono::system_clock::time_point m_lastSnapshot
const concurrency::PrecedenceRulesGraph * getRules() const
Precedence rules accessor.
tbb::concurrent_priority_queue< TaskSpec, AlgQueueSort > m_scheduledQueue
Queues for scheduled algorithms.
StatusCode schedule(TaskSpec &&)
Gaudi::Property< bool > m_showControlFlow
std::atomic< bool > m_needsUpdate
Gaudi::Property< bool > m_enableCondSvc
StatusCode deactivate()
Deactivate scheduler.
MSG::Level msgLevel() const
get the cached level (originally extracted from the embedded MsgStream)
StatusCode finalize() override
std::vector< EventSlot > m_eventSlots
Vector of events slots.
tbb::task_arena * m_arena
SmartIF< IAlgExecStateSvc > m_algExecStateSvc
Algorithm execution state manager.
bool complete
Flags completion of the event.
SmartIF< ICondSvc > m_condSvc
A shortcut to service for Conditions handling.
void eventFailed(EventContext *eventContext)
Method to execute if an event failed.
Gaudi::Property< int > m_threadPoolSize
void addSubSlot(std::unique_ptr< EventContext > viewContext, const std::string &nodeName)
Add a subslot to the slot (this constructs a new slot and registers it with the parent one)
size_t m_maxEventsInFlight
bool isValid() const
Allow for check if smart pointer is valid.
Gaudi::Property< unsigned int > m_maxBlockingAlgosInFlight
std::ostream & operator<<(std::ostream &s, const std::pair< T1, T2 > &p)
Serialize an std::pair in a python like format. E.g. "(1, 2)".
const std::string & name() const override
Retrieve name of the service
T hardware_concurrency(T... args)
Gaudi::Property< bool > m_enablePreemptiveBlockingTasks
Base class from which all concrete algorithm classes should be derived.
Gaudi::Property< std::string > m_whiteboardSvcName
Gaudi::Property< bool > m_checkOutput
void reset(EventContext *theeventContext)
Reset all resources in order to reuse the slot (thread-unsafe)
const ValueType & value() const
void disableSubSlots(const std::string &nodeName)
Disable event views for a given CF view node by registering an empty container Contact B.
const StatusCode & execStatus() const
Gaudi::Property< bool > m_simulateExecution
tbb::concurrent_priority_queue< TaskSpec, AlgQueueSort > m_scheduledBlockingQueue
const std::string & index2algname(unsigned int index)
Convert an integer to a name.
std::vector< EventSlot > allSubSlots
Actual sub-slot instances.
AlgsExecutionStates::State AState
unsigned int m_algosInFlight
Number of algorithms presently in flight.
MsgStream & endmsg(MsgStream &s)
MsgStream Modifier: endmsg. Calls the output method of the MsgStream.
SmartIF< IAlgResourcePool > m_algResourcePool
Cache for the algorithm resource pool.
Gaudi::Property< bool > m_showDataDeps
size_t m_maxAlgosInFlight
bool containsAny(std::initializer_list< State > l) const
check if the collection contains at least one state of any listed types
const StatusCode & ignore() const
Allow discarding a StatusCode without warning.
T emplace_back(T... args)
AlgorithmNode * getAlgorithmNode(const std::string &algoName) const
Get the AlgorithmNode from by algorithm name using graph index.
Gaudi::Property< bool > m_dumpIntraEventDynamics
StatusCode set(unsigned int iAlgo, State newState)
std::queue< TaskSpec > m_retryQueue
constexpr static const auto SUCCESS
ContextID_t subSlot() const
TYPE * get() const
Get interface pointer.
const DataObjIDColl & outputDataObjs() const override
std::chrono::duration< int64_t, std::milli > m_snapshotInterval
SmartIF< IThreadPoolSvc > m_threadPoolSvc
const unsigned int & getAlgoIndex() const
Get algorithm index.
std::string toString() const override
value -> string
StatusCode revise(unsigned int iAlgo, EventContext *contextPtr, AState state, bool iterate=false)
bool filterPassed() const
void activate()
Activate scheduler.
tbb::concurrent_bounded_queue< action > m_actionsQueue
Queue where closures are stored and picked for execution.
std::unordered_map< std::string, unsigned int > m_algname_index_map
Map to bookkeep the information necessary to the name2index conversion.
Gaudi::Property< bool > m_checkDeps
bool isStalled(const EventSlot &) const
Check if scheduling in a particular slot is in a stall.
const DataObjIDColl & inputDataObjs() const override
std::thread m_thread
The thread in which the activate function runs.
Gaudi::Property< bool > m_showDataFlow
Gaudi::Property< std::vector< std::string > > m_checkOutputIgnoreList
constexpr static const auto FAILURE
size_t sizeOfSubset(State state) const
std::atomic_int m_freeSlots
Atomic to account for asyncronous updates by the scheduler wrt the rest.
unsigned int m_blockingAlgosInFlight
Number of algorithms presently in flight.
std::function< void(OccupancySnapshot)> m_snapshotCallback
StatusCode pushNewEvent(EventContext *eventContext) override
Make an event available to the scheduler.
std::function< StatusCode()> action
const boost::container::flat_set< int > algsInState(State state) const
AlgsExecutionStates algsStates
Vector of algorithms states.
SmartIF< IPrecedenceSvc > m_precSvc
A shortcut to the Precedence Service.
std::atomic< ActivationState > m_isActive
Flag to track if the scheduler is active or not.
tbb::concurrent_bounded_queue< EventContext * > m_finishedEvents
Queue of finished events.
std::vector< std::string > m_algname_vect
Vector to bookkeep the information necessary to the index2name conversion.
void dumpSchedulerState(int iSlot)
Dump the state of the scheduler.
Gaudi::Property< bool > m_verboseSubSlots
SmartIF< ISvcLocator > & serviceLocator() const override
Retrieve pointer to service locator
A service which initializes a TBB thread pool.