private void DeployUnaryTransform(ref TaskBase task, ref OperatorsToplogy topology, ref OperatorTransforms parentTransforms)
{
var isRightOperandInput = task.IsRightOperandInput;
OperatorInputs temporaryInputs = new OperatorInputs();
// Prepare the transformation of the operation unary (left) operand
task.IsRightOperandInput = false;
OperatorTransforms unaryTransforms = new OperatorTransforms();
(_input1 as IDeployable).Deploy(ref task, ref topology, ref unaryTransforms);
temporaryInputs.InputId1 = task.NextInputIds.InputId1;
// Update the inputs for the next operation
if (isRightOperandInput)
{
task.NextInputIds.SetInputId2(temporaryInputs.InputId1);
}
else
{
task.NextInputIds.SetInputId1(temporaryInputs.InputId1);
}
// Add the transformations from this operand to the parent operand
unaryTransforms.AddTransform(SerializationHelper.Serialize(_unaryTransformer),
OperatorType.UnaryTransform.ToString(),
TransformUtils.FillUnaryTransformTypes(typeof(TKeyI1), typeof(TPayloadI1), typeof(TDataSetI1),
typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO)).ToString(), temporaryInputs);
parentTransforms = unaryTransforms;
}
internal void PrepareTaskTransformations(OperatorTransforms nodeMergedOperand)
{
if (nodeMergedOperand.Transforms.Count > 0)
{
Transforms = nodeMergedOperand.Transforms.ToArray();
TransformsOperations = nodeMergedOperand.TransformsOperations.ToArray();
TransformsTypes = nodeMergedOperand.TransformsTypes.ToArray();
TransformsInputs = nodeMergedOperand.TransformsInputs.ToArray();
}
}
public void Deploy(ref TaskBase task, ref OperatorsToplogy topology, ref OperatorTransforms parentTransforms)
{
switch (OperationType)
{
case OperatorType.Move:
DeployMove(ref task, ref topology);
break;
case OperatorType.BinaryTransform:
DeployBinaryTransform(ref task, ref topology, ref parentTransforms);
break;
default:
DeployUnaryTransform(ref task, ref topology, ref parentTransforms);
break;
}
}
private void DeployBinaryTransform(ref TaskBase task, ref OperatorsToplogy topology, ref OperatorTransforms parentTransforms)
{
var isRightOperandInput = task.IsRightOperandInput;
OperatorInputs temporaryInputs = new OperatorInputs();
// Prepare the transformations of the operation left operand
task.IsRightOperandInput = false;
OperatorTransforms leftTransforms = new OperatorTransforms();
(_input1 as IDeployable).Deploy(ref task, ref topology, ref leftTransforms);
temporaryInputs.InputId1 = task.NextInputIds.InputId1;
// Prepare the transformations of the operation right operand
task.IsRightOperandInput = true;
OperatorTransforms rightTransforms = new OperatorTransforms();
(_input2 as IDeployable).Deploy(ref task, ref topology, ref rightTransforms);
temporaryInputs.InputId2 = task.NextInputIds.InputId2;
// Update the inputs for the next operation
if (isRightOperandInput)
{
task.NextInputIds.SetInputId2(temporaryInputs.InputId1);
}
else
{
task.NextInputIds.SetInputId1(temporaryInputs.InputId1);
}
// Merge the tranformations from the two operands, and assign them to the parent operation
parentTransforms = TransformUtils.MergeTwoSetsOfTransforms(leftTransforms, rightTransforms);
parentTransforms.AddTransform(SerializationHelper.Serialize(_binaryTransformer),
OperatorType.BinaryTransform.ToString(),
TransformUtils.FillBinaryTransformTypes(typeof(TKeyI1), typeof(TPayloadI1), typeof(TDataSetI1),
typeof(TKeyI2), typeof(TPayloadI2), typeof(TDataSetI2),
typeof(TKeyO), typeof(TPayloadO), typeof(TDataSetO)).ToString(), temporaryInputs);
}
public static OperatorTransforms MergeTwoSetsOfTransforms(OperatorTransforms leftOperand, OperatorTransforms rightOperand)
{
List <string> transforms = new List <string>();
transforms.AddRange(leftOperand.Transforms);
transforms.AddRange(rightOperand.Transforms);
List <string> transformsOperations = new List <string>();
transformsOperations.AddRange(leftOperand.TransformsOperations);
transformsOperations.AddRange(rightOperand.TransformsOperations);
List <string> transformsTypes = new List <string>();
transformsTypes.AddRange(leftOperand.TransformsTypes);
transformsTypes.AddRange(rightOperand.TransformsTypes);
List <OperatorInputs> transformsInputs = new List <OperatorInputs>();
transformsInputs.AddRange(leftOperand.TransformsInputs);
transformsInputs.AddRange(rightOperand.TransformsInputs);
return(new OperatorTransforms(transforms, transformsOperations, transformsTypes, transformsInputs));
}
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 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);
}
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);
}
public void Deploy(ref TaskBase task, ref OperatorsToplogy operatorsTopology, ref OperatorTransforms operandTransforms)
{
GenerateProduceTask(ref operatorsTopology);
var isRightOperandInput = task.IsRightOperandInput;
if (isRightOperandInput)
{
task.InputIds.SetInputId2(_shardedDatasetId);
task.NextInputIds.SetInputId2(_shardedDatasetId);
task.OperationTypes.SetSecondaryKeyType(typeof(TKey));
task.OperationTypes.SetSecondaryPayloadType(typeof(TPayload));
task.OperationTypes.SetSecondaryDatasetType(typeof(TDataset));
}
else
{
task.InputIds.SetInputId1(_shardedDatasetId);
task.NextInputIds.SetInputId1(_shardedDatasetId);
task.OperationTypes.SetInputKeyType(typeof(TKey));
task.OperationTypes.SetInputPayloadType(typeof(TPayload));
task.OperationTypes.SetInputDatasetType(typeof(TDataset));
}
task.IsRightOperandInput = false;
}
