float KernelKmeansClusterer::distanceToCluster(int sampleId,
const boost::unordered_set<int>& clusterIdSet) {
if (clusterIdSet.empty()) {
return FLT_MAX;
}
// the sum of weight of the cluster
float weightSum = 0.0f;
// the sum of kernels from the sample to all samples in the cluster, multiplied by the weight
float kernelSum = 0.0f;
// the sum of kernels from each pair of samples in the cluster, multiplied by weights
float kernelPairSum = 0.0f;
for (boost::unordered_set<int>::const_iterator iter = clusterIdSet.begin();
iter != clusterIdSet.end(); ++iter) {
float weight = mWeightArray[*iter];
weightSum += weight;
float kernelResult = (*mpKernel)(sampleId, *iter);
kernelSum += weight * kernelResult;
for (boost::unordered_set<int>::const_iterator _iter =
clusterIdSet.begin(); _iter != clusterIdSet.end(); ++_iter) {
float _kernelResult = (*mpKernel)(*iter, *_iter);
kernelPairSum += weight * mWeightArray[*_iter] * _kernelResult;
}
}
float kernelSelf = (*mpKernel)(sampleId, sampleId);
if (weightSum == 0.0f) {
return FLT_MAX;
}
return kernelSelf - 2 * kernelSum / weightSum
+ kernelPairSum / (weightSum * weightSum);
}
inline Observer& Observer::operator=(const Observer& o) {
iterator i;
for (i=observables_.begin(); i!=observables_.end(); ++i)
(*i)->unregisterObserver(this);
observables_ = o.observables_;
for (i=observables_.begin(); i!=observables_.end(); ++i)
(*i)->registerObserver(this);
return *this;
}
inline void ObservableSettings::registerDeferredObservers(boost::unordered_set<Observer*>& observers) {
if (updatesDeferred())
{
QL_TRACE("adding " << observers.size() << " observers to the deferred list");
deferredObservers_.insert(observers.begin(), observers.end());
}
}
void VNode::collect_vnodes(boost::unordered_set<Node*>& nodes,uint& total)
{
total++;
boost::unordered_set<Node*>::iterator it = nodes.find(this);
if(it==nodes.end())
nodes.insert(this);
}
//calculates average of vectors
boost::unordered_map<string, double> Cluster::_centroid(boost::unordered_set<int>& cluster_list) {
unordered_string_map centroid;
int cluster_size = cluster_list.size();
for (boost::unordered_set<int>::iterator it = cluster_list.begin(); it != cluster_list.end(); ++it) {
//add each element of vector to centroid
for (unordered_string_map::iterator ivec = doc_term_index[ *it ].begin(); ivec != doc_term_index[ *it ].end(); ++ivec) {
//element (term) doesn't exist, we add it to the map
if ( centroid.count ( ivec->first ) == 0) {
//cout << "ivec second: " << ivec->second <<endl;
//cout << "cluster_size: " << cluster_size <<endl;
centroid.insert(unordered_string_map::value_type( ivec->first, double( (double)ivec->second / cluster_size ) ));
}
else {
centroid[ivec->first] += double( ((double)ivec->second / cluster_size) );
}
}
}
return centroid;
}
PNS_NODE::~PNS_NODE()
{
TRACE( 0, "PNS_NODE::delete %p", this );
if( !m_children.empty() )
{
TRACEn( 0, "attempting to free a node that has kids.\n" );
assert( false );
}
#ifdef DEBUG
if( allocNodes.find( this ) == allocNodes.end() )
{
TRACEn( 0, "attempting to free an already-free'd node.\n" );
assert( false );
}
allocNodes.erase( this );
#endif
for( PNS_INDEX::ITEM_SET::iterator i = m_index->begin(); i != m_index->end(); ++i )
{
if( (*i)->BelongsTo( this ) )
delete *i;
}
releaseGarbage();
unlinkParent();
delete m_index;
}
inline void ObservableSettings::enableUpdates() {
updatesEnabled_ = true;
updatesDeferred_ = false;
// if there are outstanding deferred updates, do the notification
if (deferredObservers_.size() > 0)
{
bool successful = true;
std::string errMsg;
QL_TRACE("deferred notification of " << deferredObservers_.size() << " observers");
for (iterator i=deferredObservers_.begin(); i!=deferredObservers_.end(); ++i) {
try {
(*i)->update();
} catch (std::exception& e) {
successful = false;
errMsg = e.what();
} catch (...) {
successful = false;
}
}
deferredObservers_.clear();
QL_ENSURE(successful,
"could not notify one or more observers: " << errMsg);
}
}
static void serialize(storage_type& s, const boost::unordered_set<T>& o)
{
uint32_t sz = o.size();
s.serialize(sz);
for (auto it = o.begin(), it_end = o.end(); it != it_end; ++it)
s.serialize(*it);
}
void cluster_machine::dfs(const size_t curr, boost::unordered_set<size_t> &vis)
{
vis.insert(curr);
for (size_t e = first_[curr]; e != -1; e = next_[e]) {
if ( vis.find(v_[e]) == vis.end() )
dfs(v_[e], vis);
}
}
inline std::pair<boost::unordered_set<boost::shared_ptr<Observable> >::iterator, bool>
Observer::registerWith(const boost::shared_ptr<Observable>& h) {
if (h) {
h->registerObserver(this);
return observables_.insert(h);
}
return std::make_pair(observables_.end(), false);
}
Strings get_live_object_names() {
IMP::Vector<std::string> ret;
for (boost::unordered_set<Object*>::const_iterator it = live_.begin();
it != live_.end(); ++it) {
ret.push_back((*it)->get_name());
}
return ret;
}
IMPKERNEL_END_NAMESPACE
IMPKERNEL_BEGIN_INTERNAL_NAMESPACE
void check_live_objects() {
for (boost::unordered_set<Object*>::const_iterator it = live_.begin();
it != live_.end(); ++it) {
IMP_USAGE_CHECK((*it)->get_ref_count() > 0,
"Object " << (*it)->get_name() << " is not ref counted.");
}
}
void update(const key_type& inKey, const boost::unordered_set<value_type>& inValues)
{
{
boost::unordered_set<value_type> curValues(getValues(inKey));
for (auto it = curValues.begin(); it != curValues.end(); ++it)
if (inValues.find(*it) == inValues.end())
drop(inKey, *it);
}
insert(inKey, inValues);
}
IMPKERNEL_END_NAMESPACE
IMPKERNEL_BEGIN_INTERNAL_NAMESPACE
void check_live_objects() {
for (boost::unordered_set<Object*>::const_iterator it = live_.begin();
it != live_.end(); ++it) {
IMP_USAGE_CHECK((*it)->get_ref_count() > 0,
"Object " << (*it)->get_name()
<< " is alive but not ref counted - memory leakage possible."
<< " This usually happens if an owning pointer is released"
<< " without being either deleted manually or assigned to"
<< " another owning pointer.");
}
}
void save(Archive & ar, const boost::unordered_set<T> & t, unsigned int version)
{
// write the size
// TODO: should we handle bucket size as well?
typedef typename boost::unordered_set<T>::size_type size_type;
typedef typename boost::unordered_set<T>::const_iterator const_iterator;
size_type size = t.size();
ar & BOOST_SERIALIZATION_NVP(size);
unsigned int count = 0;
for (const_iterator it = t.begin(); it != t.end(); it++) {
ar & boost::serialization::make_nvp("item" + count, *it);
count++;
}
}
static bool collectShortcuts(const std::string & str, StringVector & vs)
{
static boost::unordered_set<std::string> commonFilters;
if(commonFilters.empty()) {
#if RULE_KEY_HASH_LENGTH==7 // 7
commonFilters.insert("http://");
commonFilters.insert("ttp://w");
commonFilters.insert("tp://ww");
commonFilters.insert("p://www");
commonFilters.insert("://www.");
#elif RULE_KEY_HASH_LENGTH==8 // 8
commonFilters.insert("http://w");
commonFilters.insert("ttp://ww");
commonFilters.insert("tp://www");
commonFilters.insert("p://www.");
#elif RULE_KEY_HASH_LENGTH==9 // 9
commonFilters.insert("http://ww");
commonFilters.insert("ttp://www");
commonFilters.insert("tp://www.");
#endif
}
int i = 0;
bool isFindShoutcut = false;
while (i < abpmin(str.length() - RULE_KEY_HASH_LENGTH,80))
{
unsigned int j = i;
for (; j < str.length(); j++) {
if ((str[j] == '*' || str[j] == '^'))
{
break;
}
}
for (unsigned int k = i; j - k >= RULE_KEY_HASH_LENGTH; k++)
{
std::string key = str.substr(k, RULE_KEY_HASH_LENGTH);
if(commonFilters.find(key)!=commonFilters.end())
continue;
isFindShoutcut = true;
vs.push_back(key); //append(key);
}
i = j + 1;
}
return isFindShoutcut;
}
int PNS_NODE::QueryColliding( const PNS_ITEM* aItem,
PNS_NODE::Obstacles& aObstacles, int aKindMask, int aLimitCount )
{
obstacleVisitor visitor( aObstacles, aItem, aKindMask );
assert( allocNodes.find( this ) != allocNodes.end() );
visitor.SetCountLimit( aLimitCount );
visitor.SetWorld( this, NULL );
// first, look for colliding items ourselves
m_index->Query( aItem, m_maxClearance, visitor );
// if we haven't found enough items, look in the root branch as well.
if( !isRoot() && ( visitor.m_matchCount < aLimitCount || aLimitCount < 0) )
{
visitor.SetWorld( m_root, this );
m_root->m_index->Query( aItem, m_maxClearance, visitor );
}
return aObstacles.size();
}
inline void Observable::notifyObservers() {
// check whether the notifications should be triggered
if (!settings_.updatesEnabled())
{
// if updates are only deferred, flag this for later notification
// these are held centrally by the settings singleton
if (settings_.updatesDeferred())
settings_.registerDeferredObservers(observers_);
return;
}
if (observers_.size() > 0)
{
bool successful = true;
std::string errMsg;
QL_TRACE("direct notification of " << observers_.size() << " observers");
for (iterator i=observers_.begin(); i!=observers_.end(); ++i) {
try {
(*i)->update();
} catch (std::exception& e) {
// quite a dilemma. If we don't catch the exception,
// other observers will not receive the notification
// and might be left in an incorrect state. If we do
// catch it and continue the loop (as we do here) we
// lose the exception. The least evil might be to try
// and notify all observers, while raising an
// exception if something bad happened.
successful = false;
errMsg = e.what();
} catch (...) {
successful = false;
}
}
QL_ENSURE(successful,
"could not notify one or more observers: " << errMsg);
}
}
PNS_NODE::~PNS_NODE()
{
if( !m_children.empty() )
{
TRACEn( 0, "attempting to free a node that has kids.\n" );
assert( false );
}
if( allocNodes.find( this ) == allocNodes.end() )
{
TRACEn( 0, "attempting to free an already-free'd node.\n" );
assert( false );
}
allocNodes.erase( this );
for( PNS_INDEX::ItemSet::iterator i = m_index->begin();
i != m_index->end(); ++i )
if( (*i)->BelongsTo( this ) )
delete *i;
unlinkParent();
delete m_index;
}
bool isLocalSipUri( const string& requestUri ) {
static bool initialized = false ;
static boost::unordered_set<string> setLocalUris ;
if( !initialized ) {
initialized = true ;
nta_agent_t* agent = theOneAndOnlyController->getAgent() ;
tport_t *t = nta_agent_tports( agent ) ;
for (tport_t* tport = t; tport; tport = tport_next(tport) ) {
const tp_name_t* tpn = tport_name( tport );
if( 0 == strcmp( tpn->tpn_host, "*") )
continue ;
string localUri = tpn->tpn_host ;
localUri += ":" ;
localUri += (tpn->tpn_port ? tpn->tpn_port : "5060");
setLocalUris.insert( localUri ) ;
if( 0 == strcmp(tpn->tpn_host,"127.0.0.1") ) {
localUri = "localhost:" ;
localUri += (tpn->tpn_port ? tpn->tpn_port : "5060");
setLocalUris.insert( localUri ) ;
}
}
}
url_t *url = url_make(theOneAndOnlyController->getHome(), requestUri.c_str() ) ;
string uri = url->url_host ;
uri += ":" ;
uri += ( url->url_port ? url->url_port : "5060") ;
return setLocalUris.end() != setLocalUris.find( uri ) ;
}
void Object::remove_live_object(Object* o) {
IMP_INTERNAL_CHECK(live_.find(o) != live_.end(),
"Object " << o->get_name() << " not found in live list.");
live_.erase(o);
}
Objects get_live_objects() {
Objects ret(live_.begin(), live_.end());
return ret;
}
/**
* Return the mirror information of the vertex in the i'th position.
*/
inline const std::vector<graph_shard_id_t> mirrors(size_t i) const {
const boost::unordered_set<graph_shard_id_t> mirrorset = shard_impl.vertex_mirrors[i];
std::vector<graph_shard_id_t> ret(mirrorset.begin(), mirrorset.end());
return ret;
}
static void exec(OutArcType& oarc, const boost::unordered_set<T>& vec){
serialize_iterator(oarc,
vec.begin(), vec.end(), vec.size());
}
inline Observer::~Observer() {
for (iterator i=observables_.begin(); i!=observables_.end(); ++i)
(*i)->unregisterObserver(this);
}
// Make sure an offer is still valid. If not, mark it unfunded.
bool OfferCreateTransactor::bValidOffer (
SLE::ref sleOfferDir,
uint256 const& uOfferIndex,
const uint160& uOfferOwnerID,
const STAmount& saOfferPays,
const STAmount& saOfferGets,
const uint160& uTakerAccountID,
boost::unordered_set<uint256>& usOfferUnfundedFound,
boost::unordered_set<uint256>& usOfferUnfundedBecame,
boost::unordered_set<uint160>& usAccountTouched,
STAmount& saOfferFunds) // <--
{
bool bValid;
if (sleOfferDir->isFieldPresent (sfExpiration) && sleOfferDir->getFieldU32 (sfExpiration) <= mEngine->getLedger ()->getParentCloseTimeNC ())
{
// Offer is expired. Expired offers are considered unfunded. Delete it.
WriteLog (lsINFO, OfferCreateTransactor) << "bValidOffer: encountered expired offer";
usOfferUnfundedFound.insert (uOfferIndex);
bValid = false;
}
else if (uOfferOwnerID == uTakerAccountID)
{
// Would take own offer. Consider old offer expired. Delete it.
WriteLog (lsINFO, OfferCreateTransactor) << "bValidOffer: encountered taker's own old offer";
usOfferUnfundedFound.insert (uOfferIndex);
bValid = false;
}
else if (!saOfferGets.isPositive () || !saOfferPays.isPositive ())
{
// Offer has bad amounts. Consider offer expired. Delete it.
WriteLog (lsWARNING, OfferCreateTransactor) << boost::str (boost::format ("bValidOffer: BAD OFFER: saOfferPays=%s saOfferGets=%s")
% saOfferPays % saOfferGets);
usOfferUnfundedFound.insert (uOfferIndex);
}
else
{
WriteLog (lsTRACE, OfferCreateTransactor) << "bValidOffer: saOfferPays=" << saOfferPays.getFullText ();
saOfferFunds = mEngine->getNodes ().accountFunds (uOfferOwnerID, saOfferPays);
if (!saOfferFunds.isPositive ())
{
// Offer is unfunded, possibly due to previous balance action.
WriteLog (lsDEBUG, OfferCreateTransactor) << "bValidOffer: offer unfunded: delete";
boost::unordered_set<uint160>::iterator account = usAccountTouched.find (uOfferOwnerID);
if (account != usAccountTouched.end ())
{
// Previously touched account.
usOfferUnfundedBecame.insert (uOfferIndex); // Delete unfunded offer on success.
}
else
{
// Never touched source account.
usOfferUnfundedFound.insert (uOfferIndex); // Delete found unfunded offer when possible.
}
bValid = false;
}
else
{
bValid = true;
}
}
return bValid;
}
inline Observer::Observer(const Observer& o)
: observables_(o.observables_) {
for (iterator i=observables_.begin(); i!=observables_.end(); ++i)
(*i)->registerObserver(this);
}
inline void ObservableSettings::registerDeferredObservers(
const boost::unordered_set<Observer*>& observers) {
if (updatesDeferred()) {
deferredObservers_.insert(observers.begin(), observers.end());
}
}
void Grid::processDiscoveredCells(Player &player, std::vector<SharedCell> &playerCells, const boost::unordered_set<CellID> &discoveredCells)
{
playerCells.push_back(SharedCell(new Cell()));;
if (player.enabledItems[STREAMER_TYPE_OBJECT])
{
boost::unordered_map<int, Item::SharedObject>::iterator o = player.visibleCell->objects.begin();
while (o != player.visibleCell->objects.end())
{
boost::unordered_set<CellID>::iterator d = discoveredCells.find(o->second->cell->cellID);
if (d != discoveredCells.end())
{
o = player.visibleCell->objects.erase(o);
}
else
{
++o;
}
}
playerCells.back()->objects.swap(player.visibleCell->objects);
}
if (player.enabledItems[STREAMER_TYPE_CP])
{
boost::unordered_map<int, Item::SharedCheckpoint>::iterator c = player.visibleCell->checkpoints.begin();
while (c != player.visibleCell->checkpoints.end())
{
boost::unordered_set<CellID>::iterator d = discoveredCells.find(c->second->cell->cellID);
if (d != discoveredCells.end())
{
c = player.visibleCell->checkpoints.erase(c);
}
else
{
++c;
}
}
playerCells.back()->checkpoints.swap(player.visibleCell->checkpoints);
}
if (player.enabledItems[STREAMER_TYPE_RACE_CP])
{
boost::unordered_map<int, Item::SharedRaceCheckpoint>::iterator t = player.visibleCell->raceCheckpoints.begin();
while (t != player.visibleCell->raceCheckpoints.end())
{
boost::unordered_set<CellID>::iterator d = discoveredCells.find(t->second->cell->cellID);
if (d != discoveredCells.end())
{
t = player.visibleCell->raceCheckpoints.erase(t);
}
else
{
++t;
}
}
playerCells.back()->raceCheckpoints.swap(player.visibleCell->raceCheckpoints);
}
if (player.enabledItems[STREAMER_TYPE_MAP_ICON])
{
boost::unordered_map<int, Item::SharedMapIcon>::iterator m = player.visibleCell->mapIcons.begin();
while (m != player.visibleCell->mapIcons.end())
{
boost::unordered_set<CellID>::iterator d = discoveredCells.find(m->second->cell->cellID);
if (d != discoveredCells.end())
{
m = player.visibleCell->mapIcons.erase(m);
}
else
{
++m;
}
}
playerCells.back()->mapIcons.swap(player.visibleCell->mapIcons);
}
if (player.enabledItems[STREAMER_TYPE_3D_TEXT_LABEL])
{
boost::unordered_map<int, Item::SharedTextLabel>::iterator t = player.visibleCell->textLabels.begin();
while (t != player.visibleCell->textLabels.end())
{
boost::unordered_set<CellID>::iterator d = discoveredCells.find(t->second->cell->cellID);
if (d != discoveredCells.end())
{
t = player.visibleCell->textLabels.erase(t);
}
else
{
++t;
}
}
playerCells.back()->textLabels.swap(player.visibleCell->textLabels);
}
if (player.enabledItems[STREAMER_TYPE_AREA])
{
boost::unordered_map<int, Item::SharedArea>::iterator a = player.visibleCell->areas.begin();
while (a != player.visibleCell->areas.end())
{
boost::unordered_set<CellID>::iterator d = discoveredCells.find(a->second->cell->cellID);
if (d != discoveredCells.end())
{
a = player.visibleCell->areas.erase(a);
}
else
{
++a;
}
}
playerCells.back()->areas.swap(player.visibleCell->areas);
}
}
inline void Observer::unregisterWithAll() {
for (iterator i=observables_.begin(); i!=observables_.end(); ++i)
(*i)->unregisterObserver(this);
observables_.clear();
}
