std::string *AttachContextGenerator::getContext(Parse constituents[], int index, std::vector<Parse*> &rightFrontier, int rfi)
{
std::vector<std::string> features = std::vector<std::string>(100);
int nodeDistance = rfi;
Parse *fn = rightFrontier[rfi];
Parse *fp = 0;
if (rfi + 1 < rightFrontier.size())
{
fp = rightFrontier[rfi + 1];
}
Parse *p_1 = 0;
if (rightFrontier.size() > 0)
{
p_1 = rightFrontier[0];
}
Parse *p0 = constituents[index];
Parse *p1 = 0;
if (index + 1 < sizeof(constituents) / sizeof(constituents[0]))
{
p1 = constituents[index + 1];
}
Collection<Parse*> *punct1s = 0;
Collection<Parse*> *punct_1s = 0;
Collection<Parse*> *punct_1fs = 0;
punct_1fs = fn->getPreviousPunctuationSet();
punct_1s = p0->getPreviousPunctuationSet();
punct1s = p0->getNextPunctuationSet();
std::string consfp = cons(fp,-3);
std::string consf = cons(fn,-2);
std::string consp_1 = cons(p_1,-1);
std::string consp0 = cons(p0,0);
std::string consp1 = cons(p1,1);
std::string consbofp = consbo(fp,-3);
std::string consbof = consbo(fn,-2);
std::string consbop_1 = consbo(p_1,-1);
std::string consbop0 = consbo(p0,0);
std::string consbop1 = consbo(p1,1);
Cons *cfp = new Cons(consfp,consbofp,-3,true);
Cons *cf = new Cons(consf,consbof,-2,true);
Cons *c_1 = new Cons(consp_1,consbop_1,-1,true);
Cons *c0 = new Cons(consp0,consbop0,0,true);
Cons *c1 = new Cons(consp1,consbop1,1,true);
//default
features.push_back("default");
//unigrams
features.push_back(consfp);
features.push_back(consbofp);
features.push_back(consf);
features.push_back(consbof);
features.push_back(consp_1);
features.push_back(consbop_1);
features.push_back(consp0);
features.push_back(consbop0);
features.push_back(consp1);
features.push_back(consbop1);
//productions
std::string prod = production(fn,false);
//String punctProd = production(fn,true,punctSet);
features.push_back("pn=" + prod);
features.push_back("pd=" + prod + "," + p0->getType());
features.push_back("ps=" + fn->getType() + "->" + fn->getType() + "," + p0->getType());
if (punct_1s != 0)
{
StringBuffer *punctBuf = new StringBuffer(5);
for (Collection<Parse*>::const_iterator pi = punct_1s->begin(); pi != punct_1s->end(); ++pi)
{
Parse *punct = *pi;
punctBuf->append(punct->getType())->append(",");
}
//features.add("ppd="+punctProd+","+punctBuf.toString()+p0.getType());
//features.add("pps="+fn.getType()+"->"+fn.getType()+","+punctBuf.toString()+p0.getType());
}
//bi-grams
//cons(fn),cons(0)
cons2(features,cfp,c0,punct_1s,true);
cons2(features,cf,c0,punct_1s,true);
cons2(features,c_1,c0,punct_1s,true);
cons2(features,c0,c1,punct1s,true);
cons3(features,cf,c_1,c0,0,punct_1s,true,true,true);
cons3(features,cf,c0,c1,punct_1s,punct1s,true,true,true);
cons3(features,cfp,cf,c0,0,punct_1s,true,true,true);
/*
for (int ri=0;ri<rfi;ri++) {
Parse jn = (Parse) rightFrontier.get(ri);
features.add("jn="+jn.getType());
}
*/
int headDistance = (p0->getHeadIndex() - fn->getHeadIndex());
features.push_back("hd=" + headDistance);
features.push_back("nd=" + nodeDistance);
features.push_back("nd=" + p0->getType() + "." + nodeDistance);
features.push_back("hd=" + p0->getType() + "." + headDistance);
//features.add("fs="+rightFrontier.size());
//paired punct features
if (containsPunct(punct_1s,"''"))
{
if (containsPunct(punct_1fs,"``"))
{
features.push_back("quotematch"); //? not generating feature correctly
}
else
{
//features.add("noquotematch");
}
}
return features.toArray(new std::string[features.size()]);
}
void ParserEventStream::addParseEvents(std::vector<Event*> &parseEvents, Parse chunks[])
{
/// <summary>
/// Frontier nodes built from node in a completed parse. Specifically,
/// they have all their children regardless of the stage of parsing.
/// </summary>
std::vector<Parse*> rightFrontier = std::vector<Parse*>();
std::vector<Parse*> builtNodes = std::vector<Parse*>();
/// <summary>
/// Nodes which characterize what the parse looks like to the parser as its being built.
/// Specifically, these nodes don't have all their children attached like the parents of
/// the chunk nodes do.
/// </summary>
Parse currentChunks[sizeof(chunks) / sizeof(chunks[0])];
for (int ci = 0;ci < sizeof(chunks) / sizeof(chunks[0]);ci++)
{
currentChunks[ci] = static_cast<Parse*>(chunks[ci]->clone());
currentChunks[ci]->setPrevPunctuation(chunks[ci]->getPreviousPunctuationSet());
currentChunks[ci]->setNextPunctuation(chunks[ci]->getNextPunctuationSet());
currentChunks[ci]->setLabel(Parser::COMPLETE);
chunks[ci]->setLabel(Parser::COMPLETE);
}
for (int ci = 0;ci < sizeof(chunks) / sizeof(chunks[0]);ci++)
{
//System.err.println("parserEventStream.addParseEvents: chunks="+Arrays.asList(chunks));
Parse *parent = chunks[ci]->getParent();
Parse *prevParent = chunks[ci];
int off = 0;
//build un-built parents
if (!chunks[ci]->isPosTag())
{
builtNodes.push_back(off++,chunks[ci]);
}
//perform build stages
while (parent->getType() != AbstractBottomUpParser::TOP_NODE && parent->getLabel() == "")
{
if (parent->getLabel() == "" && prevParent->getType() != parent->getType())
{
//build level
if (debug)
System::err::println("Build: " + parent->getType() + " for: " + currentChunks[ci]);
if (etype == opennlp::tools::parser::BUILD)
{
parseEvents.push_back(new Event(parent->getType(), buildContextGenerator->getContext(currentChunks, ci)));
}
builtNodes.push_back(off++,parent);
Parse *newParent = new Parse(currentChunks[ci]->getText(),currentChunks[ci]->getSpan(),parent->getType(),1,0);
newParent->add(currentChunks[ci],rules);
newParent->setPrevPunctuation(currentChunks[ci]->getPreviousPunctuationSet());
newParent->setNextPunctuation(currentChunks[ci]->getNextPunctuationSet());
currentChunks[ci]->setParent(newParent);
currentChunks[ci] = newParent;
newParent->setLabel(Parser::BUILT);
//see if chunk is complete
if (lastChild(chunks[ci], parent))
{
if (etype == opennlp::tools::parser::CHECK)
{
parseEvents.push_back(new Event(Parser::COMPLETE, checkContextGenerator->getContext(currentChunks[ci],currentChunks, ci,false)));
}
currentChunks[ci]->setLabel(Parser::COMPLETE);
parent->setLabel(Parser::COMPLETE);
}
else
{
if (etype == opennlp::tools::parser::CHECK)
{
parseEvents.push_back(new Event(Parser::INCOMPLETE, checkContextGenerator->getContext(currentChunks[ci],currentChunks,ci,false)));
}
currentChunks[ci]->setLabel(Parser::INCOMPLETE);
parent->setLabel(Parser::COMPLETE);
}
chunks[ci] = parent;
//System.err.println("build: "+newParent+" for "+parent);
}
//TODO: Consider whether we need to set this label or train parses at all.
parent->setLabel(Parser::BUILT);
prevParent = parent;
parent = parent->getParent();
}
//decide to attach
if (etype == opennlp::tools::parser::BUILD)
{
parseEvents.push_back(new Event(Parser::DONE, buildContextGenerator->getContext(currentChunks, ci)));
}
//attach node
std::string attachType = "";
/// <summary>
/// Node selected for attachment. </summary>
Parse *attachNode = 0;
int attachNodeIndex = -1;
if (ci == 0)
{
Parse *top = new Parse(currentChunks[ci]->getText(),new Span(0,currentChunks[ci]->getText()->length()),AbstractBottomUpParser::TOP_NODE,1,0);
top->insert(currentChunks[ci]);
}
else
{
/// <summary>
/// Right frontier consisting of partially-built nodes based on current state of the parse. </summary>
std::vector<Parse*> currentRightFrontier = Parser::getRightFrontier(currentChunks[0],punctSet);
if (currentRightFrontier.size() != rightFrontier.size())
{
System::err::println("fontiers mis-aligned: " + currentRightFrontier.size() + " != " + rightFrontier.size() + " " + currentRightFrontier + " " + rightFrontier);
exit(1);
}
Map<Parse*, int> *parents = getNonAdjoinedParent(chunks[ci]);
//try daughters first.
for (int cfi = 0;cfi < currentRightFrontier.size();cfi++)
{
Parse *frontierNode = rightFrontier[cfi];
Parse *cfn = currentRightFrontier[cfi];
if (!Parser::checkComplete || Parser::COMPLETE != cfn->getLabel())
{
int i = parents->get(frontierNode);
if (debug)
System::err::println("Looking at attachment site (" + cfi + "): " + cfn->getType() + " ci=" + i + " cs=" + nonPunctChildCount(cfn) + ", " + cfn + " :for " + currentChunks[ci]->getType() + " " + currentChunks[ci] + " -> " + parents);
if (attachNode == 0 && i != 0 && i == nonPunctChildCount(cfn))
{
attachType = Parser::ATTACH_DAUGHTER;
attachNodeIndex = cfi;
attachNode = cfn;
if (etype == opennlp::tools::parser::ATTACH)
{
parseEvents.push_back(new Event(attachType, attachContextGenerator->getContext(currentChunks, ci, currentRightFrontier, attachNodeIndex)));
}
//System.err.println("daughter attach "+attachNode+" at "+fi);
}
}
else
{
if (debug)
System::err::println("Skipping (" + cfi + "): " + cfn->getType() + "," + cfn->getPreviousPunctuationSet() + " " + cfn + " :for " + currentChunks[ci]->getType() + " " + currentChunks[ci] + " -> " + parents);
}
// Can't attach past first incomplete node.
if (Parser::checkComplete && cfn->getLabel() == Parser::INCOMPLETE)
{
if (debug)
System::err::println("breaking on incomplete:" + cfn->getType() + " " + cfn);
break;
}
}
//try sisters, and generate non-attach events.
for (int cfi = 0;cfi < currentRightFrontier.size();cfi++)
{
Parse *frontierNode = rightFrontier[cfi];
Parse *cfn = currentRightFrontier[cfi];
if (attachNode == 0 && parents->containsKey(frontierNode->getParent()) && frontierNode->getType() == frontierNode->getParent()->getType()) //&& frontierNode.getParent().getLabel() == null) {
{
attachType = Parser::ATTACH_SISTER;
attachNode = cfn;
attachNodeIndex = cfi;
if (etype == opennlp::tools::parser::ATTACH)
{
parseEvents.push_back(new Event(Parser::ATTACH_SISTER, attachContextGenerator->getContext(currentChunks, ci, currentRightFrontier, cfi)));
}
chunks[ci]->getParent()->setLabel(Parser::BUILT);
//System.err.println("in search sister attach "+attachNode+" at "+cfi);
}
else if (cfi == attachNodeIndex)
{
//skip over previously attached daughter.
}
else
{
if (etype == opennlp::tools::parser::ATTACH)
{
parseEvents.push_back(new Event(Parser::NON_ATTACH, attachContextGenerator->getContext(currentChunks, ci, currentRightFrontier, cfi)));
}
}
//Can't attach past first incomplete node.
if (Parser::checkComplete && cfn->getLabel() == Parser::INCOMPLETE)
{
if (debug)
System::err::println("breaking on incomplete:" + cfn->getType() + " " + cfn);
break;
}
}
//attach Node
if (attachNode != 0)
{
if (attachType == Parser::ATTACH_DAUGHTER)
{
Parse *daughter = currentChunks[ci];
if (debug)
System::err::println("daughter attach a=" + attachNode->getType() + ":" + attachNode + " d=" + daughter + " com=" + lastChild(chunks[ci], rightFrontier[attachNodeIndex]));
attachNode->add(daughter,rules);
daughter->setParent(attachNode);
if (lastChild(chunks[ci], rightFrontier[attachNodeIndex]))
{
if (etype == opennlp::tools::parser::CHECK)
{
parseEvents.push_back(new Event(Parser::COMPLETE, checkContextGenerator->getContext(attachNode,currentChunks,ci,true)));
}
attachNode->setLabel(Parser::COMPLETE);
}
else
{
if (etype == opennlp::tools::parser::CHECK)
{
parseEvents.push_back(new Event(Parser::INCOMPLETE, checkContextGenerator->getContext(attachNode,currentChunks,ci,true)));
}
}
}
else if (attachType == Parser::ATTACH_SISTER)
{
Parse *frontierNode = rightFrontier[attachNodeIndex];
rightFrontier[attachNodeIndex] = frontierNode->getParent();
Parse *sister = currentChunks[ci];
if (debug)
System::err::println("sister attach a=" + attachNode->getType() + ":" + attachNode + " s=" + sister + " ap=" + attachNode->getParent() + " com=" + lastChild(chunks[ci], rightFrontier[attachNodeIndex]));
Parse *newParent = attachNode->getParent()->adjoin(sister,rules);
newParent->setParent(attachNode->getParent());
attachNode->setParent(newParent);
sister->setParent(newParent);
if (attachNode == currentChunks[0])
{
currentChunks[0] = newParent;
}
if (lastChild(chunks[ci], rightFrontier[attachNodeIndex]))
{
if (etype == opennlp::tools::parser::CHECK)
{
parseEvents.push_back(new Event(Parser::COMPLETE, checkContextGenerator->getContext(newParent,currentChunks,ci,true)));
}
newParent->setLabel(Parser::COMPLETE);
}
else
{
if (etype == opennlp::tools::parser::CHECK)
{
parseEvents.push_back(new Event(Parser::INCOMPLETE, checkContextGenerator->getContext(newParent,currentChunks,ci,true)));
}
newParent->setLabel(Parser::INCOMPLETE);
}
}
//update right frontier
for (int ni = 0;ni < attachNodeIndex;ni++)
{
//System.err.println("removing: "+rightFrontier.get(0));
rightFrontier.remove(0);
}
}
else
{
//System.err.println("No attachment!");
throw std::exception("No Attachment: " + chunks[ci]);
}
}
rightFrontier.addAll(0,builtNodes);
builtNodes.clear();
}
}