getParentFromStack(context.currentMergeJoinOperator, stack);
int pos = context.currentMergeJoinOperator.getTagForOperator(parentOp);
work.setTag(pos);
tezWork.setVertexType(work, VertexType.MULTI_INPUT_UNINITIALIZED_EDGES);
for (BaseWork parentWork : tezWork.getParents(work)) {
TezEdgeProperty edgeProp = tezWork.getEdgeProperty(parentWork, work);
tezWork.disconnect(parentWork, work);
tezWork.connect(parentWork, mergeJoinWork, edgeProp);
}
for (BaseWork childWork : tezWork.getChildren(work)) {
TezEdgeProperty edgeProp = tezWork.getEdgeProperty(work, childWork);
tezWork.disconnect(work, childWork);
tezWork.connect(mergeJoinWork, childWork, edgeProp);
}
tezWork.remove(work);
context.rootToWorkMap.put(root, mergeJoinWork);
context.childToWorkMap.get(operator).remove(work);
context.childToWorkMap.get(operator).add(mergeJoinWork);
work = mergeJoinWork;
context.currentMergeJoinOperator = null;
}
// remember which mapjoin operator links with which work
if (!context.currentMapJoinOperators.isEmpty()) {
for (MapJoinOperator mj: context.currentMapJoinOperators) {
LOG.debug("Processing map join: " + mj);
// remember the mapping in case we scan another branch of the
// mapjoin later
if (!context.mapJoinWorkMap.containsKey(mj)) {
List<BaseWork> workItems = new LinkedList<BaseWork>();
workItems.add(work);
context.mapJoinWorkMap.put(mj, workItems);
} else {
context.mapJoinWorkMap.get(mj).add(work);
}
/*
* this happens in case of map join operations.
* The tree looks like this:
*
* RS <--- we are here perhaps
* |
* MapJoin
* / \
* RS TS
* /
* TS
*
* If we are at the RS pointed above, and we may have already visited the
* RS following the TS, we have already generated work for the TS-RS.
* We need to hook the current work to this generated work.
*/
if (context.linkOpWithWorkMap.containsKey(mj)) {
Map<BaseWork,TezEdgeProperty> linkWorkMap = context.linkOpWithWorkMap.get(mj);
if (linkWorkMap != null) {
if (context.linkChildOpWithDummyOp.containsKey(mj)) {
for (Operator<?> dummy: context.linkChildOpWithDummyOp.get(mj)) {
work.addDummyOp((HashTableDummyOperator) dummy);
}
}
for (Entry<BaseWork,TezEdgeProperty> parentWorkMap : linkWorkMap.entrySet()) {
BaseWork parentWork = parentWorkMap.getKey();
LOG.debug("connecting "+parentWork.getName()+" with "+work.getName());
TezEdgeProperty edgeProp = parentWorkMap.getValue();
tezWork.connect(parentWork, work, edgeProp);
if (edgeProp.getEdgeType() == EdgeType.CUSTOM_EDGE) {
tezWork.setVertexType(work, VertexType.INITIALIZED_EDGES);
}
// need to set up output name for reduce sink now that we know the name
// of the downstream work
for (ReduceSinkOperator r:
context.linkWorkWithReduceSinkMap.get(parentWork)) {
if (r.getConf().getOutputName() != null) {
LOG.debug("Cloning reduce sink for multi-child broadcast edge");
// we've already set this one up. Need to clone for the next work.
r = (ReduceSinkOperator) OperatorFactory.getAndMakeChild(
(ReduceSinkDesc)r.getConf().clone(), r.getParentOperators());
context.clonedReduceSinks.add(r);
}
r.getConf().setOutputName(work.getName());
context.connectedReduceSinks.add(r);
}
}
}
}
}
// clear out the set. we don't need it anymore.
context.currentMapJoinOperators.clear();
}
if (!context.currentUnionOperators.isEmpty()) {
// if there are union all operators we need to add the work to the set
// of union operators.
UnionWork unionWork;
if (context.unionWorkMap.containsKey(operator)) {
// we've seen this terminal before and have created a union work object.
// just need to add this work to it. There will be no children of this one
// since we've passed this operator before.
assert operator.getChildOperators().isEmpty();
unionWork = (UnionWork) context.unionWorkMap.get(operator);
} else {
// first time through. we need to create a union work object and add this
// work to it. Subsequent work should reference the union and not the actual
// work.
unionWork = utils.createUnionWork(context, operator, tezWork);
}
// finally hook everything up
LOG.debug("Connecting union work ("+unionWork+") with work ("+work+")");
TezEdgeProperty edgeProp = new TezEdgeProperty(EdgeType.CONTAINS);
tezWork.connect(unionWork, work, edgeProp);
unionWork.addUnionOperators(context.currentUnionOperators);
context.currentUnionOperators.clear();
context.workWithUnionOperators.add(work);
work = unionWork;
}
// This is where we cut the tree as described above. We also remember that
// we might have to connect parent work with this work later.
boolean removeParents = false;
for (Operator<?> parent: new ArrayList<Operator<?>>(root.getParentOperators())) {
removeParents = true;
context.leafOperatorToFollowingWork.put(parent, work);
LOG.debug("Removing " + parent + " as parent from " + root);
}
if (removeParents) {
for (Operator<?> parent : new ArrayList<Operator<?>>(root.getParentOperators())) {
root.removeParent(parent);
}
}
// We're scanning a tree from roots to leaf (this is not technically
// correct, demux and mux operators might form a diamond shape, but
// we will only scan one path and ignore the others, because the
// diamond shape is always contained in a single vertex). The scan
// is depth first and because we remove parents when we pack a pipeline
// into a vertex we will never visit any node twice. But because of that
// we might have a situation where we need to connect 'work' that comes after
// the 'work' we're currently looking at.
//
// Also note: the concept of leaf and root is reversed in hive for historical
// reasons. Roots are data sources, leaves are data sinks. I know.
if (context.leafOperatorToFollowingWork.containsKey(operator)) {
BaseWork followingWork = context.leafOperatorToFollowingWork.get(operator);
long bytesPerReducer = context.conf.getLongVar(HiveConf.ConfVars.BYTESPERREDUCER);
LOG.debug("Second pass. Leaf operator: "+operator
+" has common downstream work:"+followingWork);
if (operator instanceof DummyStoreOperator) {
// this is the small table side.
assert (followingWork instanceof MergeJoinWork);
MergeJoinWork mergeJoinWork = (MergeJoinWork) followingWork;
CommonMergeJoinOperator mergeJoinOp = mergeJoinWork.getMergeJoinOperator();
work.setTag(mergeJoinOp.getTagForOperator(operator));
mergeJoinWork.addMergedWork(null, work);
tezWork.setVertexType(mergeJoinWork, VertexType.MULTI_INPUT_UNINITIALIZED_EDGES);
for (BaseWork parentWork : tezWork.getParents(work)) {
TezEdgeProperty edgeProp = tezWork.getEdgeProperty(parentWork, work);
tezWork.disconnect(parentWork, work);
tezWork.connect(parentWork, mergeJoinWork, edgeProp);
}
work = mergeJoinWork;
} else {
// need to add this branch to the key + value info
assert operator instanceof ReduceSinkOperator
&& ((followingWork instanceof ReduceWork) || (followingWork instanceof MergeJoinWork)
|| followingWork instanceof UnionWork);
ReduceSinkOperator rs = (ReduceSinkOperator) operator;
ReduceWork rWork = null;
if (followingWork instanceof MergeJoinWork) {
MergeJoinWork mergeJoinWork = (MergeJoinWork) followingWork;
rWork = (ReduceWork) mergeJoinWork.getMainWork();
} else if (followingWork instanceof UnionWork) {
// this can only be possible if there is merge work followed by the union
UnionWork unionWork = (UnionWork) followingWork;
int index = getMergeIndex(tezWork, unionWork, rs);
// guaranteed to be instance of MergeJoinWork if index is valid
BaseWork baseWork = tezWork.getChildren(unionWork).get(index);
if (baseWork instanceof MergeJoinWork) {
MergeJoinWork mergeJoinWork = (MergeJoinWork) baseWork;
// disconnect the connection to union work and connect to merge work
followingWork = mergeJoinWork;
rWork = (ReduceWork) mergeJoinWork.getMainWork();
} else {
throw new SemanticException("Unknown work type found: "
+ baseWork.getClass().getCanonicalName());
}
} else {
rWork = (ReduceWork) followingWork;
}
GenMapRedUtils.setKeyAndValueDesc(rWork, rs);
// remember which parent belongs to which tag
int tag = rs.getConf().getTag();
rWork.getTagToInput().put(tag == -1 ? 0 : tag, work.getName());
// remember the output name of the reduce sink
rs.getConf().setOutputName(rWork.getName());
if (!context.connectedReduceSinks.contains(rs)) {
// add dependency between the two work items
TezEdgeProperty edgeProp;
if (rWork.isAutoReduceParallelism()) {
edgeProp =
new TezEdgeProperty(context.conf, EdgeType.SIMPLE_EDGE, true,
rWork.getMinReduceTasks(), rWork.getMaxReduceTasks(), bytesPerReducer);
} else {
edgeProp = new TezEdgeProperty(EdgeType.SIMPLE_EDGE);
}
tezWork.connect(work, followingWork, edgeProp);
context.connectedReduceSinks.add(rs);
}
}