#include "worker.h" #include #include #include "utils.h" #include extern "C" { static PyObject *RayError; } Status WorkerServiceImpl::ExecuteTask(ServerContext* context, const ExecuteTaskRequest* request, ExecuteTaskReply* reply) { task_ = request->task(); // Copy task RAY_LOG(RAY_INFO, "invoked task " << request->task().name()); Task* taskptr = &task_; send_queue_.send(&taskptr); return Status::OK; } Worker::Worker(const std::string& worker_address, std::shared_ptr scheduler_channel, std::shared_ptr objstore_channel) : worker_address_(worker_address), scheduler_stub_(Scheduler::NewStub(scheduler_channel)), objstore_stub_(ObjStore::NewStub(objstore_channel)) { receive_queue_.connect(worker_address_, true); connected_ = true; } SubmitTaskReply Worker::submit_task(SubmitTaskRequest* request, int max_retries, int retry_wait_milliseconds) { RAY_CHECK(connected_, "Attempted to perform submit_task but failed."); SubmitTaskReply reply; Status status; for (int i = 0; i < 1 + max_retries; ++i) { ClientContext context; status = scheduler_stub_->SubmitTask(&context, *request, &reply); if (reply.function_registered()) { break; } RAY_LOG(RAY_INFO, "The function " << request->task().name() << " was not registered, so attempting to resubmit the task."); std::this_thread::sleep_for(std::chrono::milliseconds(retry_wait_milliseconds)); } return reply; } void Worker::register_worker(const std::string& worker_address, const std::string& objstore_address) { RegisterWorkerRequest request; request.set_worker_address(worker_address); request.set_objstore_address(objstore_address); RegisterWorkerReply reply; ClientContext context; Status status = scheduler_stub_->RegisterWorker(&context, request, &reply); workerid_ = reply.workerid(); objstoreid_ = reply.objstoreid(); segmentpool_ = std::make_shared(objstoreid_, false); request_obj_queue_.connect(std::string("queue:") + objstore_address + std::string(":obj"), false); std::string queue_name = std::string("queue:") + objstore_address + std::string(":worker:") + std::to_string(workerid_) + std::string(":obj"); receive_obj_queue_.connect(queue_name, true); return; } void Worker::request_object(ObjRef objref) { RAY_CHECK(connected_, "Attempted to perform request_object but failed."); RequestObjRequest request; request.set_workerid(workerid_); request.set_objref(objref); AckReply reply; ClientContext context; Status status = scheduler_stub_->RequestObj(&context, request, &reply); return; } ObjRef Worker::get_objref() { // first get objref for the new object RAY_CHECK(connected_, "Attempted to perform get_objref but failed."); PushObjRequest push_request; PushObjReply push_reply; ClientContext push_context; Status push_status = scheduler_stub_->PushObj(&push_context, push_request, &push_reply); return push_reply.objref(); } slice Worker::get_object(ObjRef objref) { // get_object assumes that objref is a canonical objref RAY_CHECK(connected_, "Attempted to perform get_object but failed."); ObjRequest request; request.workerid = workerid_; request.type = ObjRequestType::GET; request.objref = objref; request_obj_queue_.send(&request); ObjHandle result; receive_obj_queue_.receive(&result); slice slice; slice.data = segmentpool_->get_address(result); slice.len = result.size(); return slice; } // TODO(pcm): More error handling // contained_objrefs is a vector of all the objrefs contained in obj void Worker::put_object(ObjRef objref, const Obj* obj, std::vector &contained_objrefs) { RAY_CHECK(connected_, "Attempted to perform put_object but failed."); std::string data; obj->SerializeToString(&data); // TODO(pcm): get rid of this serialization ObjRequest request; request.workerid = workerid_; request.type = ObjRequestType::ALLOC; request.objref = objref; request.size = data.size(); request_obj_queue_.send(&request); if (contained_objrefs.size() > 0) { RAY_LOG(RAY_REFCOUNT, "In put_object, calling increment_reference_count for contained objrefs"); increment_reference_count(contained_objrefs); // Notify the scheduler that some object references are serialized in the objstore. } ObjHandle result; receive_obj_queue_.receive(&result); uint8_t* target = segmentpool_->get_address(result); std::memcpy(target, &data[0], data.size()); request.type = ObjRequestType::WORKER_DONE; request.metadata_offset = 0; request_obj_queue_.send(&request); // Notify the scheduler about the objrefs that we are serializing in the objstore. AddContainedObjRefsRequest contained_objrefs_request; contained_objrefs_request.set_objref(objref); for (int i = 0; i < contained_objrefs.size(); ++i) { contained_objrefs_request.add_contained_objref(contained_objrefs[i]); // TODO(rkn): The naming here is bad } AckReply reply; ClientContext context; scheduler_stub_->AddContainedObjRefs(&context, contained_objrefs_request, &reply); } #define CHECK_ARROW_STATUS(s, msg) \ do { \ arrow::Status _s = (s); \ if (!_s.ok()) { \ std::string _errmsg = std::string(msg) + _s.ToString(); \ PyErr_SetString(RayError, _errmsg.c_str()); \ return NULL; \ } \ } while (0); PyObject* Worker::put_arrow(ObjRef objref, PyObject* value) { RAY_CHECK(connected_, "Attempted to perform put_arrow but failed."); ObjRequest request; pynumbuf::PythonObjectWriter writer; int64_t size; CHECK_ARROW_STATUS(writer.AssemblePayload(value), "error during AssemblePayload: "); CHECK_ARROW_STATUS(writer.GetTotalSize(&size), "error during GetTotalSize: "); request.workerid = workerid_; request.type = ObjRequestType::ALLOC; request.objref = objref; request.size = size; request_obj_queue_.send(&request); ObjHandle result; receive_obj_queue_.receive(&result); int64_t metadata_offset; uint8_t* address = segmentpool_->get_address(result); auto source = std::make_shared(address, size); CHECK_ARROW_STATUS(writer.Write(source.get(), &metadata_offset), "error during Write: "); request.type = ObjRequestType::WORKER_DONE; request.metadata_offset = metadata_offset; request_obj_queue_.send(&request); Py_RETURN_NONE; } PyObject* Worker::get_arrow(ObjRef objref) { RAY_CHECK(connected_, "Attempted to perform get_arrow but failed."); ObjRequest request; request.workerid = workerid_; request.type = ObjRequestType::GET; request.objref = objref; request_obj_queue_.send(&request); ObjHandle result; receive_obj_queue_.receive(&result); uint8_t* address = segmentpool_->get_address(result); auto source = std::make_shared(address, result.size()); PyObject* value; CHECK_ARROW_STATUS(pynumbuf::ReadPythonObjectFrom(source.get(), result.metadata_offset(), &value), "error during ReadPythonObjectFrom: "); return value; } bool Worker::is_arrow(ObjRef objref) { RAY_CHECK(connected_, "Attempted to perform is_arrow but failed."); ObjRequest request; request.workerid = workerid_; request.type = ObjRequestType::GET; request.objref = objref; request_obj_queue_.send(&request); ObjHandle result; receive_obj_queue_.receive(&result); return result.metadata_offset() != 0; } void Worker::alias_objrefs(ObjRef alias_objref, ObjRef target_objref) { RAY_CHECK(connected_, "Attempted to perform alias_objrefs but failed."); ClientContext context; AliasObjRefsRequest request; request.set_alias_objref(alias_objref); request.set_target_objref(target_objref); AckReply reply; scheduler_stub_->AliasObjRefs(&context, request, &reply); } void Worker::increment_reference_count(std::vector &objrefs) { if (!connected_) { RAY_LOG(RAY_DEBUG, "Attempting to increment_reference_count for objrefs, but connected_ = " << connected_ << " so returning instead."); return; } if (objrefs.size() > 0) { ClientContext context; IncrementRefCountRequest request; for (int i = 0; i < objrefs.size(); ++i) { RAY_LOG(RAY_REFCOUNT, "Incrementing reference count for objref " << objrefs[i]); request.add_objref(objrefs[i]); } AckReply reply; scheduler_stub_->IncrementRefCount(&context, request, &reply); } } void Worker::decrement_reference_count(std::vector &objrefs) { if (!connected_) { RAY_LOG(RAY_DEBUG, "Attempting to decrement_reference_count, but connected_ = " << connected_ << " so returning instead."); return; } if (objrefs.size() > 0) { ClientContext context; DecrementRefCountRequest request; for (int i = 0; i < objrefs.size(); ++i) { RAY_LOG(RAY_REFCOUNT, "Decrementing reference count for objref " << objrefs[i]); request.add_objref(objrefs[i]); } AckReply reply; scheduler_stub_->DecrementRefCount(&context, request, &reply); } } void Worker::register_function(const std::string& name, size_t num_return_vals) { RAY_CHECK(connected_, "Attempted to perform register_function but failed."); ClientContext context; RegisterFunctionRequest request; request.set_fnname(name); request.set_num_return_vals(num_return_vals); request.set_workerid(workerid_); AckReply reply; scheduler_stub_->RegisterFunction(&context, request, &reply); } Task* Worker::receive_next_task() { Task* task; receive_queue_.receive(&task); return task; } void Worker::notify_task_completed(bool task_succeeded, std::string error_message) { RAY_CHECK(connected_, "Attempted to perform notify_task_completed but failed."); ClientContext context; ReadyForNewTaskRequest request; request.set_workerid(workerid_); ReadyForNewTaskRequest::PreviousTaskInfo* previous_task_info = request.mutable_previous_task_info(); previous_task_info->set_task_succeeded(task_succeeded); previous_task_info->set_error_message(error_message); AckReply reply; scheduler_stub_->ReadyForNewTask(&context, request, &reply); } void Worker::disconnect() { connected_ = false; } bool Worker::connected() { return connected_; } // TODO(rkn): Should we be using pointers or references? And should they be const? void Worker::scheduler_info(ClientContext &context, SchedulerInfoRequest &request, SchedulerInfoReply &reply) { RAY_CHECK(connected_, "Attempted to get scheduler info but failed."); scheduler_stub_->SchedulerInfo(&context, request, &reply); } // Communication between the WorkerServer and the Worker happens via a message // queue. This is because the Python interpreter needs to be single threaded // (in our case running in the main thread), whereas the WorkerService will // run in a separate thread and potentially utilize multiple threads. void Worker::start_worker_service() { const char* service_addr = worker_address_.c_str(); worker_server_thread_ = std::thread([this, service_addr]() { std::string service_address(service_addr); std::string::iterator split_point = split_ip_address(service_address); std::string port; port.assign(split_point, service_address.end()); WorkerServiceImpl service(service_address); ServerBuilder builder; builder.AddListeningPort(std::string("0.0.0.0:") + port, grpc::InsecureServerCredentials()); builder.RegisterService(&service); std::unique_ptr server(builder.BuildAndStart()); RAY_LOG(RAY_INFO, "worker server listening on " << service_address); ClientContext context; ReadyForNewTaskRequest request; request.set_workerid(workerid_); AckReply reply; scheduler_stub_->ReadyForNewTask(&context, request, &reply); server->Wait(); }); }