Beispiel #1
0
        public override IShardedDataset <TKeyO, TPayloadO, TDataSetO> Deploy()
        {
            if (!_isDeployed)
            {
                OperatorsToplogy toplogy = OperatorsToplogy.GetInstance();

                TaskBase subscribeTask = new SubscribeTask();
                subscribeTask.OperationTypes = TransformUtils.FillBinaryTransformTypes(
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO),
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO),
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO));
                subscribeTask.IsRightOperandInput = false;
                OperatorTransforms subscribeInputTransforms = new OperatorTransforms();
                Deploy(ref subscribeTask, ref toplogy, ref subscribeInputTransforms);
                subscribeTask.InputIds.SetInputId1(subscribeTask.NextInputIds.InputId1);
                subscribeTask.InputIds.SetInputId2(subscribeTask.NextInputIds.InputId2);
                subscribeTask.OutputId = typeof(SubscribeOperator).Name.ToLower() + Guid.NewGuid().ToString();
                subscribeTask.PrepareTaskTransformations(subscribeInputTransforms);

                toplogy.AddOperatorBase(subscribeTask.OutputId, subscribeTask);
                toplogy.AddOperatorInput(subscribeTask.OutputId, subscribeTask.InputIds.InputId1);
                toplogy.AddOperatorSecondaryInput(subscribeTask.OutputId, subscribeTask.InputIds.InputId2);
                toplogy.AddOperatorOutput(subscribeTask.InputIds.InputId1, subscribeTask.OutputId);
                toplogy.AddOperatorOutput(subscribeTask.InputIds.InputId2, subscribeTask.OutputId);

                if (subscribeTask.Transforms != null)
                {
                    foreach (OperatorInputs inputs in subscribeTask.TransformsInputs)
                    {
                        toplogy.AddOperatorInput(subscribeTask.OutputId, inputs.InputId1);
                        toplogy.AddOperatorSecondaryInput(subscribeTask.OutputId, inputs.InputId2);
                        toplogy.AddOperatorOutput(inputs.InputId1, subscribeTask.OutputId);
                        toplogy.AddOperatorOutput(inputs.InputId2, subscribeTask.OutputId);
                    }
                }

                ClientTerminalTask clientTerminalTask = new ClientTerminalTask();
                clientTerminalTask.InputIds.SetInputId1(subscribeTask.OutputId);
                clientTerminalTask.OutputId = typeof(DetachedVertex).Name.ToLower() + Guid.NewGuid().ToString();

                _craClient      = new CRAClientLibrary();
                _clientTerminal = _craClient.RegisterAsVertex(clientTerminalTask.OutputId);
                toplogy.AddOperatorBase(clientTerminalTask.OutputId, clientTerminalTask);
                toplogy.AddOperatorInput(clientTerminalTask.OutputId, clientTerminalTask.InputIds.InputId1);
                toplogy.AddOperatorInput(clientTerminalTask.OutputId, clientTerminalTask.InputIds.InputId2);
                toplogy.AddOperatorOutput(clientTerminalTask.InputIds.InputId1, clientTerminalTask.OutputId);
                toplogy.AddOperatorOutput(clientTerminalTask.InputIds.InputId2, clientTerminalTask.OutputId);

                _isDeployed = DeploymentUtils.DeployOperators(_craClient, toplogy);
                if (_isDeployed)
                {
                    _isDeployed = DeploymentUtils.DeployClientTerminal(_craClient, clientTerminalTask, ref _clientTerminal, toplogy);
                }
                else
                {
                    return(null);
                }
            }

            return(this);
        }
Beispiel #2
0
        private void DeployMove(ref TaskBase task, ref OperatorsToplogy topology)
        {
            var            isRightOperandInput = task.IsRightOperandInput;
            OperatorInputs temporaryInputs     = new OperatorInputs();

            TaskBase shuffleTask = new ShuffleTask(_moveDescriptor);

            shuffleTask.OperationTypes = TransformUtils.FillBinaryTransformTypes(
                typeof(TKeyI1), typeof(TPayloadI1), typeof(TDataSetI1),
                typeof(TKeyI2), typeof(TPayloadI2), typeof(TDataSetI2),
                typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO));
            shuffleTask.IsRightOperandInput = false;
            OperatorTransforms shuffleInputTransforms = new OperatorTransforms();

            (_input1 as IDeployable).Deploy(ref shuffleTask, ref topology, ref shuffleInputTransforms);
            shuffleTask.PrepareTaskTransformations(shuffleInputTransforms);
            (shuffleTask as ShuffleTask).MapperVertexName  = "shufflemapper" + Guid.NewGuid().ToString();
            (shuffleTask as ShuffleTask).ReducerVertexName = typeof(ShuffleOperator).Name.ToLower() + Guid.NewGuid().ToString();
            shuffleTask.InputIds.SetInputId1(shuffleTask.NextInputIds.InputId1);
            shuffleTask.InputIds.SetInputId2(shuffleTask.NextInputIds.InputId2);
            shuffleTask.OutputId = (shuffleTask as ShuffleTask).ReducerVertexName;
            OperatorTransforms shuffleTransforms = new OperatorTransforms();

            shuffleTransforms.AddTransform(SerializationHelper.Serialize(_splitter),
                                           OperatorType.MoveSplit.ToString(),
                                           TransformUtils.FillBinaryTransformTypes(typeof(TKeyI1), typeof(TPayloadI1), typeof(TDataSetI1),
                                                                                   typeof(TKeyI2), typeof(TPayloadI2), typeof(TDataSetI2),
                                                                                   typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO)).ToString(),
                                           shuffleTask.InputIds);
            shuffleTransforms.AddTransform(SerializationHelper.Serialize(_merger),
                                           OperatorType.MoveMerge.ToString(),
                                           TransformUtils.FillBinaryTransformTypes(typeof(TKeyI1), typeof(TPayloadI1), typeof(TDataSetI1),
                                                                                   typeof(TKeyI2), typeof(TPayloadI2), typeof(TDataSetI2),
                                                                                   typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO)).ToString(),
                                           shuffleTask.InputIds);
            ((ShuffleTask)shuffleTask).PrepareShuffleTransformations(shuffleTransforms);

            topology.AddShuffleOperator((shuffleTask as ShuffleTask).MapperVertexName, (shuffleTask as ShuffleTask).ReducerVertexName, shuffleTask as ShuffleTask);
            topology.AddOperatorInput((shuffleTask as ShuffleTask).MapperVertexName, shuffleTask.InputIds.InputId1);
            topology.AddOperatorSecondaryInput((shuffleTask as ShuffleTask).MapperVertexName, shuffleTask.InputIds.InputId2);
            topology.AddOperatorOutput(shuffleTask.InputIds.InputId1, (shuffleTask as ShuffleTask).MapperVertexName);
            topology.AddOperatorOutput(shuffleTask.InputIds.InputId2, (shuffleTask as ShuffleTask).MapperVertexName);

            if (shuffleTask.Transforms != null)
            {
                foreach (OperatorInputs inputs in shuffleTask.TransformsInputs)
                {
                    topology.AddOperatorInput((shuffleTask as ShuffleTask).MapperVertexName, inputs.InputId1);
                    topology.AddOperatorSecondaryInput((shuffleTask as ShuffleTask).MapperVertexName, inputs.InputId2);
                    topology.AddOperatorOutput(inputs.InputId1, (shuffleTask as ShuffleTask).MapperVertexName);
                    topology.AddOperatorOutput(inputs.InputId2, (shuffleTask as ShuffleTask).MapperVertexName);
                }
            }

            // Update the inputs and types for the next operation
            task.InputIds.SetInputId1(shuffleTask.OutputId);
            task.OperationTypes.SetInputKeyType(typeof(TKeyO));
            task.OperationTypes.SetInputPayloadType(typeof(TPayloadO));
            task.OperationTypes.SetInputDatasetType(typeof(TDataSetO));
            if (isRightOperandInput)
            {
                temporaryInputs.InputId2 = shuffleTask.OutputId;
            }
            else
            {
                temporaryInputs.InputId1 = shuffleTask.OutputId;
            }
            task.NextInputIds = temporaryInputs;
        }
        public override async Task <IShardedDataset <TKeyO, TPayloadO, TDataSetO> > Deploy()
        {
            if (!_isDeployed)
            {
                OperatorsToplogy toplogy = OperatorsToplogy.GetInstance();

                TaskBase subscribeTask = new SubscribeTask();
                subscribeTask.OperationTypes = TransformUtils.FillBinaryTransformTypes(
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO),
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO),
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO));
                subscribeTask.IsRightOperandInput = false;
                OperatorTransforms subscribeInputTransforms = new OperatorTransforms();
                Deploy(ref subscribeTask, ref toplogy, ref subscribeInputTransforms);
                subscribeTask.InputIds.SetInputId1(subscribeTask.NextInputIds.InputId1);
                subscribeTask.InputIds.SetInputId2(subscribeTask.NextInputIds.InputId2);
                subscribeTask.OutputId = typeof(ShardedSubscribeOperator).Name.ToLower() + Guid.NewGuid().ToString();
                subscribeTask.PrepareTaskTransformations(subscribeInputTransforms);

                toplogy.AddOperatorBase(subscribeTask.OutputId, subscribeTask);
                toplogy.AddOperatorInput(subscribeTask.OutputId, subscribeTask.InputIds.InputId1);
                toplogy.AddOperatorSecondaryInput(subscribeTask.OutputId, subscribeTask.InputIds.InputId2);
                toplogy.AddOperatorOutput(subscribeTask.InputIds.InputId1, subscribeTask.OutputId);
                toplogy.AddOperatorOutput(subscribeTask.InputIds.InputId2, subscribeTask.OutputId);

                if (subscribeTask.Transforms != null)
                {
                    foreach (OperatorInputs inputs in subscribeTask.TransformsInputs)
                    {
                        toplogy.AddOperatorSecondaryInput(subscribeTask.OutputId, inputs.InputId2);
                        toplogy.AddOperatorOutput(inputs.InputId2, subscribeTask.OutputId);
                    }

                    foreach (OperatorInputs inputs in subscribeTask.TransformsInputs)
                    {
                        if (!toplogy.ContainsSecondaryOperatorInput(subscribeTask.OutputId, inputs.InputId1))
                        {
                            toplogy.AddOperatorInput(subscribeTask.OutputId, inputs.InputId1);
                            toplogy.AddOperatorOutput(inputs.InputId1, subscribeTask.OutputId);
                        }
                    }
                }

                _clientTerminalTask = new ClientTerminalTask();
                _clientTerminalTask.InputIds.SetInputId1(subscribeTask.OutputId);
                _clientTerminalTask.OutputId       = typeof(ShardedSubscribeClientOperator).Name.ToLower() + Guid.NewGuid().ToString();
                _clientTerminalTask.OperationTypes = TransformUtils.FillBinaryTransformTypes(
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO),
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO),
                    typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO));

                _craClient = new CRAClientLibrary(_dataProvider);
                toplogy.AddOperatorBase(_clientTerminalTask.OutputId, _clientTerminalTask);
                toplogy.AddOperatorInput(_clientTerminalTask.OutputId, _clientTerminalTask.InputIds.InputId1);
                toplogy.AddOperatorInput(_clientTerminalTask.OutputId, _clientTerminalTask.InputIds.InputId2);
                toplogy.AddOperatorOutput(_clientTerminalTask.InputIds.InputId1, _clientTerminalTask.OutputId);
                toplogy.AddOperatorOutput(_clientTerminalTask.InputIds.InputId2, _clientTerminalTask.OutputId);

                _isDeployed = await DeploymentUtils.DeployOperators(_craClient, toplogy);

                if (_isDeployed)
                {
                    string craWorkerName = typeof(ShardedSubscribeClientOperator).Name.ToLower() + "worker" + Guid.NewGuid().ToString();
                    _craWorker = new CRAWorker(craWorkerName, "127.0.0.1", NetworkUtils.GetAvailablePort(), _craClient.DataProvider, null, 1000);
                    _craWorker.DisableDynamicLoading();
                    _craWorker.SideloadVertex(new ShardedSubscribeClientOperator(), typeof(ShardedSubscribeClientOperator).Name.ToLower());
                    new Thread(() => _craWorker.Start()).Start();
                    Thread.Sleep(1000);

                    _isDeployed = await DeploymentUtils.DeployClientTerminal(_craClient, craWorkerName, _clientTerminalTask, toplogy);
                }
                else
                {
                    return(null);
                }
            }

            return(this);
        }