private void setPartitionConstraintsDFS(
OperatorDescriptorId opId,
Map<IConnectorDescriptor, TargetConstraint> tgtConstraints,
IOperatorDescriptor parentOp) {
List<IConnectorDescriptor> opInputs = jobSpec.getOperatorInputMap().get(opId);
AlgebricksPartitionConstraint opConstraint = null;
IOperatorDescriptor opDesc = jobSpec.getOperatorMap().get(opId);
if (opInputs != null) {
for (IConnectorDescriptor conn : opInputs) {
ConnectorDescriptorId cid = conn.getConnectorId();
org.apache.commons.lang3.tuple.Pair<
org.apache.commons.lang3.tuple.Pair<IOperatorDescriptor, Integer>,
org.apache.commons.lang3.tuple.Pair<IOperatorDescriptor, Integer>>
p = jobSpec.getConnectorOperatorMap().get(cid);
IOperatorDescriptor src = p.getLeft().getLeft();
// DFS
setPartitionConstraintsDFS(src.getOperatorId(), tgtConstraints, opDesc);
TargetConstraint constraint = tgtConstraints.get(conn);
if (constraint != null) {
switch (constraint) {
case ONE:
{
opConstraint = new AlgebricksCountPartitionConstraint(1);
break;
}
case SAME_COUNT:
{
opConstraint = partitionConstraintMap.get(src);
break;
}
}
}
}
}
if (partitionConstraintMap.get(opDesc) == null) {
if (opConstraint == null) {
if (parentOp != null) {
AlgebricksPartitionConstraint pc = partitionConstraintMap.get(parentOp);
if (pc != null) {
opConstraint = pc;
} else if (opInputs == null || opInputs.size() == 0) {
opConstraint = new AlgebricksCountPartitionConstraint(1);
}
}
if (opConstraint == null) {
opConstraint = clusterLocations;
}
}
partitionConstraintMap.put(opDesc, opConstraint);
AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(
jobSpec, opDesc, opConstraint);
}
}
/**
* rewrite an activity cluster internally
*
* @param ac the activity cluster to be rewritten
*/
private void rewriteIntraActivityCluster(
ActivityCluster ac, Map<IActivity, SuperActivity> invertedActivitySuperActivityMap) {
Map<ActivityId, IActivity> activities = ac.getActivityMap();
Map<ActivityId, List<IConnectorDescriptor>> activityInputMap = ac.getActivityInputMap();
Map<ActivityId, List<IConnectorDescriptor>> activityOutputMap = ac.getActivityOutputMap();
Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>>
connectorActivityMap = ac.getConnectorActivityMap();
ActivityClusterGraph acg = ac.getActivityClusterGraph();
Map<ActivityId, IActivity> startActivities = new HashMap<ActivityId, IActivity>();
Map<ActivityId, SuperActivity> superActivities = new HashMap<ActivityId, SuperActivity>();
Map<ActivityId, Queue<IActivity>> toBeExpendedMap = new HashMap<ActivityId, Queue<IActivity>>();
/** Build the initial super activities */
for (Entry<ActivityId, IActivity> entry : activities.entrySet()) {
ActivityId activityId = entry.getKey();
IActivity activity = entry.getValue();
if (activityInputMap.get(activityId) == null) {
startActivities.put(activityId, activity);
/** use the start activity's id as the id of the super activity */
createNewSuperActivity(
ac,
superActivities,
toBeExpendedMap,
invertedActivitySuperActivityMap,
activityId,
activity);
}
}
/**
* expand one-to-one connected activity cluster by the BFS order. after the while-loop, the
* original activities are partitioned into equivalent classes, one-per-super-activity.
*/
Map<ActivityId, SuperActivity> clonedSuperActivities = new HashMap<ActivityId, SuperActivity>();
while (toBeExpendedMap.size() > 0) {
clonedSuperActivities.clear();
clonedSuperActivities.putAll(superActivities);
for (Entry<ActivityId, SuperActivity> entry : clonedSuperActivities.entrySet()) {
ActivityId superActivityId = entry.getKey();
SuperActivity superActivity = entry.getValue();
/** for the case where the super activity has already been swallowed */
if (superActivities.get(superActivityId) == null) {
continue;
}
/** expend the super activity */
Queue<IActivity> toBeExpended = toBeExpendedMap.get(superActivityId);
if (toBeExpended == null) {
/** Nothing to expand */
continue;
}
IActivity expendingActivity = toBeExpended.poll();
List<IConnectorDescriptor> outputConnectors =
activityOutputMap.get(expendingActivity.getActivityId());
if (outputConnectors != null) {
for (IConnectorDescriptor outputConn : outputConnectors) {
Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> endPoints =
connectorActivityMap.get(outputConn.getConnectorId());
IActivity newActivity = endPoints.getRight().getLeft();
SuperActivity existingSuperActivity = invertedActivitySuperActivityMap.get(newActivity);
if (outputConn.getClass().getName().contains(ONE_TO_ONE_CONNECTOR)) {
/** expend the super activity cluster on an one-to-one out-bound connection */
if (existingSuperActivity == null) {
superActivity.addActivity(newActivity);
toBeExpended.add(newActivity);
invertedActivitySuperActivityMap.put(newActivity, superActivity);
} else {
/** the two activities already in the same super activity */
if (existingSuperActivity == superActivity) {
continue;
}
/** swallow an existing super activity */
swallowExistingSuperActivity(
superActivities,
toBeExpendedMap,
invertedActivitySuperActivityMap,
superActivity,
superActivityId,
existingSuperActivity);
}
} else {
if (existingSuperActivity == null) {
/** create new activity */
createNewSuperActivity(
ac,
superActivities,
toBeExpendedMap,
invertedActivitySuperActivityMap,
newActivity.getActivityId(),
newActivity);
}
}
}
}
/** remove the to-be-expended queue if it is empty */
if (toBeExpended.size() == 0) {
toBeExpendedMap.remove(superActivityId);
}
}
}
Map<ConnectorDescriptorId, IConnectorDescriptor> connMap = ac.getConnectorMap();
Map<ConnectorDescriptorId, RecordDescriptor> connRecordDesc =
ac.getConnectorRecordDescriptorMap();
Map<SuperActivity, Integer> superActivityProducerPort = new HashMap<SuperActivity, Integer>();
Map<SuperActivity, Integer> superActivityConsumerPort = new HashMap<SuperActivity, Integer>();
for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
superActivityProducerPort.put(entry.getValue(), 0);
superActivityConsumerPort.put(entry.getValue(), 0);
}
/** create a new activity cluster to replace the old activity cluster */
ActivityCluster newActivityCluster = new ActivityCluster(acg, ac.getId());
newActivityCluster.setConnectorPolicyAssignmentPolicy(ac.getConnectorPolicyAssignmentPolicy());
for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
newActivityCluster.addActivity(entry.getValue());
acg.getActivityMap().put(entry.getKey(), newActivityCluster);
}
/** Setup connectors: either inside a super activity or among super activities */
for (Entry<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>>
entry : connectorActivityMap.entrySet()) {
ConnectorDescriptorId connectorId = entry.getKey();
Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> endPoints = entry.getValue();
IActivity producerActivity = endPoints.getLeft().getLeft();
IActivity consumerActivity = endPoints.getRight().getLeft();
int producerPort = endPoints.getLeft().getRight();
int consumerPort = endPoints.getRight().getRight();
RecordDescriptor recordDescriptor = connRecordDesc.get(connectorId);
IConnectorDescriptor conn = connMap.get(connectorId);
if (conn.getClass().getName().contains(ONE_TO_ONE_CONNECTOR)) {
/** connection edge between inner activities */
SuperActivity residingSuperActivity =
invertedActivitySuperActivityMap.get(producerActivity);
residingSuperActivity.connect(
conn, producerActivity, producerPort, consumerActivity, consumerPort, recordDescriptor);
} else {
/** connection edge between super activities */
SuperActivity producerSuperActivity =
invertedActivitySuperActivityMap.get(producerActivity);
SuperActivity consumerSuperActivity =
invertedActivitySuperActivityMap.get(consumerActivity);
int producerSAPort = superActivityProducerPort.get(producerSuperActivity);
int consumerSAPort = superActivityConsumerPort.get(consumerSuperActivity);
newActivityCluster.addConnector(conn);
newActivityCluster.connect(
conn,
producerSuperActivity,
producerSAPort,
consumerSuperActivity,
consumerSAPort,
recordDescriptor);
/** bridge the port */
producerSuperActivity.setClusterOutputIndex(
producerSAPort, producerActivity.getActivityId(), producerPort);
consumerSuperActivity.setClusterInputIndex(
consumerSAPort, consumerActivity.getActivityId(), consumerPort);
acg.getConnectorMap().put(connectorId, newActivityCluster);
/** increasing the port number for the producer and consumer */
superActivityProducerPort.put(producerSuperActivity, ++producerSAPort);
superActivityConsumerPort.put(consumerSuperActivity, ++consumerSAPort);
}
}
/** Set up the roots of the new activity cluster */
for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
List<IConnectorDescriptor> connIds =
newActivityCluster.getActivityOutputMap().get(entry.getKey());
if (connIds == null || connIds.size() == 0) {
newActivityCluster.addRoot(entry.getValue());
}
}
/**
* set up the blocked2Blocker mapping, which will be updated in the rewriteInterActivityCluster
* call
*/
newActivityCluster.getBlocked2BlockerMap().putAll(ac.getBlocked2BlockerMap());
/** replace the old activity cluster with the new activity cluster */
acg.getActivityClusterMap().put(ac.getId(), newActivityCluster);
}
