diff --git a/ISRAnd-tests b/ISRAnd-tests
index 78d8d51cc9a08b8909a00ac60cdc06e7ee0c0d62..99cb86f5de90bcce8cb48a9fc86f292da29bc5b0 100755
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diff --git a/ISRWord-Multi-Test b/ISRWord-Multi-Test
index 46499cb58ce09765c373c25056e0cf1e850e595b..3e8d9c40484e04e7e288a3edee8f9bfefb7570ff 100755
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diff --git a/build/0-seek.txt b/build/0-seek.txt
index b24485ff82f4a241d1cd703392ac4722c9914cd7..a243cb973e91093cf84188423d3c84884915a0ab 100755
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diff --git a/build/0-wordseek.txt b/build/0-wordseek.txt
index 785f3f44e454ab265ee69e099855e18099b0ae63..456d2cfaa04ff958adb1c36f0ac1337fc876c511 100755
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diff --git a/build/0.txt b/build/0.txt
index 2e38aa68a5efafbb3ee973c91141b63f25d2981b..b092a8d8ba5ac834ee6d93ea0c38c9f3579cd9ca 100755
--- a/build/0.txt
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@@ -1,5160 +1,4350 @@
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+21899 
+===Document Endings===
+[www.washingtonpost.com/world/national-security/hr-mcmaster-delivers-a-parting-shot-to-russia-as-he-prepares-to-bow-out-as-national-security-adviser/2018/04/04/d48f4df6-37b3-11e8-8fd2-49fe3c675a89_story.html, 21900, 590]
+[www.washingtonpost.com/world/national-security/trump-and-putin-a-relationship-where-mutual-admiration-is-headed-toward-reality/2016/12/30/f900b3e2-cebd-11e6-b8a2-8c2a61b0436f_story.html?utm_term=.47bd7ae6212e, 22803, 903]
+[www.washingtonpost.com/world/national-security/trump-administration-sanctions-russian-spies-trolls-over-us-election-interference-cyber-attacks/2018/03/15/3eaae186-284c-11e8-b79d-f3d931db7f68_story.html?utm_term=.3084df0b5b6f, 23650, 847]
+[www.washingtonpost.com/world/national-security/with-trump-about-to-learn-the-nations-deepest-secrets-a-sense-of-dread-in-the-intelligence-community/2016/11/09/e4206810-a676-11e6-ba59-a7d93165c6d4_story.html, 24316, 666]
+[www.washingtonpost.com/world/national-security/cyber-chief-says-trump-has-given-him-no-new-authority-to-strike-at-russian-interference-threat/2018/02/27/41185978-1c24-11e8-ae5a-16e60e4605f3_story.html?utm_term=.447d591e2530, 24729, 413]
+[www.washingtonpost.com/news/powerpost/wp/2016/12/30/trump-praises-putins-response-to-sanctions-calls-russian-leader-very-smart/?hpid=hp_hp-top-table-main_trump-putin-425pm%3Ahomepage%2Fstory&utm_term=.c4ba7cb55b44, 25128, 399]
+[www.washingtonpost.com/news/worldviews/wp/2016/12/30/russia-slams-obama-administration-and-cnn-for-lie-that-it-would-shut-american-school-in-moscow/?hpid=hp_hp-top-table-main_russiaschool-11a:homepage/story&utm_term=.d9ae5b901e79, 25385, 257]
+682 
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diff --git a/build/master.txt b/build/master.txt
index 422fdbacd842ba84cac104a92ad097364b8ee28a..28960885dc87c0e4ff315fab60589f4fbb7b0707 100755
Binary files a/build/master.txt and b/build/master.txt differ
diff --git a/build/savedQueue.txt b/build/savedQueue.txt
index 8b5fe3ba22db6fee43cb2c6b9ee65166be14322a..ad47639f3b1748d5fa54cca2e27bb7ca290b6361 100755
--- a/build/savedQueue.txt
+++ b/build/savedQueue.txt
@@ -1,15 +1,9 @@
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\ No newline at end of file
diff --git a/constraintSolver/ISRAnd.cpp b/constraintSolver/ISRAnd.cpp
index c1bed1c0eda00a0bb868384d5987b4636827ee89..dd08b879b7b98b9b8253d746c7c268980b20d992 100644
--- a/constraintSolver/ISRAnd.cpp
+++ b/constraintSolver/ISRAnd.cpp
@@ -57,11 +57,15 @@ Location ISRAnd::Next()
 Location ISRAnd::NextDocument()
 	{
 	currentLocation = Seek( GetEndDocument( )->getCurrentDoc( ).docEndPosition + 1 );
+
+
 	return currentLocation;
 	}
 
 Location ISRAnd::Seek( Location target )
 	{
+
+
 	//Todo
 	// 1. Seek all the ISRs to the first occurrence beginning at
 	//    the target location.
@@ -122,10 +126,13 @@ Location ISRAnd::Seek( Location target )
 			{
 			//No Match yet, keep searching
 			//docs before the fursther? may be hit
-			target = furthest-1;
+			target = furthest-1; // => works but slow
+			//target = lastDocStart-1;
+
 			}
 
 		}
+
 	return MAX_Location;
 
 	}
diff --git a/constraintSolver/ISRWord.cpp b/constraintSolver/ISRWord.cpp
index d6ca8b3a12ed216ab6316e0566029544a39dc7ac..ce26d2ea4ff4c46a364368647e6216c96a99395f 100644
--- a/constraintSolver/ISRWord.cpp
+++ b/constraintSolver/ISRWord.cpp
@@ -154,7 +154,7 @@ void ISRWord::getWordSeek() {
 //if so, set location to that big chunk
 //go to next chunk
 Location ISRWord::Seek( Location target ) {
-	 if(target < currentLocation)
+	 if(target <= currentLocation)
 		 return currentLocation;
 
     if(!wordSeekLookupTable.empty()) {
diff --git a/constraintSolver/tests/ISRAndTests.cpp b/constraintSolver/tests/ISRAndTests.cpp
index a1b1f0f1ad8fb7de7ccf76f8aac8e97394b40722..0b6125f3dda93356be22064b6d1c8ebfde7cf8d4 100644
--- a/constraintSolver/tests/ISRAndTests.cpp
+++ b/constraintSolver/tests/ISRAndTests.cpp
@@ -47,6 +47,9 @@ int main ( )
 		file5tweet151408405939093504
 		file9tweet151409353818255361
 	 *
+	 *
+	 * token and life
+	 * file48tweet151419172700684288
 	 */
 
 
diff --git a/constraintSolver/tests/ISRWordMultiTest.cpp b/constraintSolver/tests/ISRWordMultiTest.cpp
index ea0e3ccf1e8da4b5c1ccc3091243e84f5d4b2693..5595b69c70035e307812c3758b43782aeaa6acaa 100644
--- a/constraintSolver/tests/ISRWordMultiTest.cpp
+++ b/constraintSolver/tests/ISRWordMultiTest.cpp
@@ -20,7 +20,7 @@ int main ( )
 	vector< vector< size_t > > locations;
 
 
-	ISRWord q1 = ISRWord("moment");
+	ISRWord q1 = ISRWord("token");
 	ISRWord q2 = ISRWord("life");
 	queries.push_back(q2);
 	queries.push_back(q1);
diff --git a/crawler-parser-indexer-test b/crawler-parser-indexer-test
index 9e03b35bd7f0fafe91a39a1ac444c6d860b563f1..0ef29e8b4d0dc5ee091112425331380796e01983 100755
Binary files a/crawler-parser-indexer-test and b/crawler-parser-indexer-test differ
diff --git a/crawler/UrlFrontier.cpp b/crawler/UrlFrontier.cpp
index b4545e742c5480cf7933840f5e0a6c40b8e47ff7..3b133413c6e6395bac28e6b6beac831ef109d37e 100644
--- a/crawler/UrlFrontier.cpp
+++ b/crawler/UrlFrontier.cpp
@@ -2,7 +2,7 @@
 // Created by Jake Close on 3/26/18.
 //
 
-#include "urlFrontier.h"
+#include "UrlFrontier.h"
 #include "../util/Tokenizer.h"
 
 //checks the current url to see if should be crawled
diff --git a/crawler/crawler.cpp b/crawler/crawler.cpp
index cbf24919a26f75596194c0c20100bd447d5f2e7a..387e293e17967d92b50042d4c2c3db1643b7c562 100644
--- a/crawler/crawler.cpp
+++ b/crawler/crawler.cpp
@@ -3,6 +3,7 @@
 //
 
 #include "crawler.h"
+using DocIndex = const unordered_map< string, vector< unsigned long > >;
 
 /*
  *
@@ -71,34 +72,41 @@ void Crawler::passAnchorTextToIndex( )
 	{
 
 
-	Tokenizer tokenizer;
 	unsigned long offset = 0;
+	unordered_map<string , DocIndex * > urlToAnchorDict;
 
 	for ( auto const &ent1 : *urlFrontier->duplicateUrlMap )
 		{
 		auto const &outer_key = ent1.first;
 		auto const &inner_map = ent1.second;
+		Tokenizer tokenizer;
 		for ( auto const &ent2 : inner_map )
 			{
 
+
 			auto const &inner_key = ent2.first;
 			auto const &inner_value = ent2.second;
 			if ( !inner_key.empty( ))
 				{
+				/*
 				cout << "url: " << outer_key << endl;
 				cout << "anchor text : " << inner_key << endl;
 				cout << "count " << inner_value << endl;
+				  */
 				offset = tokenizer.execute( inner_key, offset, Tokenizer::ANCHOR );
+				DocIndex *dict =  tokenizer.get( );
+				if(dict->size() != 0 )
+					urlToAnchorDict[outer_key] = dict;
 
 				}
-			else
-				cout << "url: " << outer_key << " has no anchor text " << endl;
+			//else
+			//	cerr << "url: " << outer_key << " has no anchor text " << endl;
 
 			}
 
 		}
-	//auto *dict = tokenizer.get( );
-	//IndexerQueue->Push( dict );
+
+	AnchorQueue->Push( urlToAnchorDict );
 
 	return;
 	}
diff --git a/crawler/crawler.h b/crawler/crawler.h
index 577ac7b9a176d6b9667e8090981058bb73874357..1d91ee8e4bff1ca47bd43ef24fcd9b69c112c850 100644
--- a/crawler/crawler.h
+++ b/crawler/crawler.h
@@ -20,8 +20,11 @@ class Crawler
 public:
 	Crawler ( string mode_in,
 				 UrlFrontier  *url_q_in,
-				 ProducerConsumerQueue< DocIndex * > *doc_index_queue_in )
-			: IndexerQueue( doc_index_queue_in ),
+				 ProducerConsumerQueue< DocIndex * > *doc_index_queue_in,
+				 ProducerConsumerQueue< unordered_map<string , DocIndex * > > *anchor_queue_in
+				)
+			: IndexerQueue ( doc_index_queue_in ),
+			  AnchorQueue ( anchor_queue_in ),
 			  mode( mode_in ),
 			  urlFrontier( url_q_in )
 		{ };
@@ -45,6 +48,9 @@ private:
 	vector< Spider * > spiders;
 	//UrlFrontier  *urlFrontier;
 	ProducerConsumerQueue< DocIndex * > *IndexerQueue;
+	ProducerConsumerQueue< unordered_map<string , DocIndex * > > *AnchorQueue;
+
+
 	//CrawlerStatistics housekeeper;
 	string mode;
 
diff --git a/crawler/spider.cpp b/crawler/spider.cpp
index 38ba38dc116bf52ec8ede90eb4ba9c8f747dd3d0..ec1f61105b002da23fd6752a1c751716b0d1d467 100644
--- a/crawler/spider.cpp
+++ b/crawler/spider.cpp
@@ -82,7 +82,7 @@ void Spider::run ( )
 	std::cout << "Spider is crawling" << endl;
 	int cond = 0;
 
-	while (*alive && cond < 50)
+	while (*alive && cond < 10)
 	{
 		ParsedUrl * currentUrl = getUrl( );
 		size_t docID = hash( currentUrl->getCompleteUrl().c_str() );
diff --git a/indexer/Indexer.cpp b/indexer/Indexer.cpp
index 1d9099ee7a40f46c606a3a962bd163041a942e6b..44eb05c000d9476030f1055c750460570b5be589 100755
--- a/indexer/Indexer.cpp
+++ b/indexer/Indexer.cpp
@@ -3,8 +3,9 @@
 
 #define  pathToIndex "/build/"
 
-Indexer::Indexer ( ProducerConsumerQueue< DocIndex * > *doc_index_queue_in ) : pointerToDictionaries(
-		doc_index_queue_in )
+Indexer::Indexer ( ProducerConsumerQueue< DocIndex * > *doc_index_queue_in, ProducerConsumerQueue < unordered_map<string , DocIndex * > > *anchor_in
+						) :
+						pointerToDictionaries(  doc_index_queue_in ), AnchorQueue( anchor_in)
 	{
     totalWordsIndexed = 0;
     currentFile = 0;
@@ -61,7 +62,9 @@ void Indexer::run ( )
 	 saveWordSeek();
     reset();
     saveChunkDictionary();
-		SaveAnchorText():
+
+	unordered_map<string , DocIndex*> anchorDict = AnchorQueue->Pop();
+	SaveAnchorText(&anchorDict);
 	cout << " Indexer has finished running" << endl;
 	return ;
 }
@@ -253,12 +256,12 @@ void Indexer::reset ( )
 
 void Indexer::Kill()
 	{
-	this->alive = 'true';
+	this->alive = false;
 	currentFile++;
 	}
 
 
-void Indexer::SaveAnchorText( )
+void Indexer::SaveAnchorText( unordered_map<string , DocIndex*> * anchorDict )
 	{
 
 	//TODO create pointer to anchor
@@ -273,6 +276,31 @@ void Indexer::SaveAnchorText( )
 	// create a  anchor text - > list of doc endings
 	//write to disk
 
+	cout << " -- SAVING ANCHOR TEXT --- " << endl;
+	for ( auto const &ent1 : *anchorDict )
+		{
+		auto const &outer_key = ent1.first;
+		cout << "url: " << outer_key << endl;
+
+
+		DocIndex *inner_map = ent1.second;
+
+		for ( auto const &ent2 : *inner_map )
+			{
+
+
+			auto const &inner_key = ent2.first;
+			auto const &inner_value = ent2.second;cout << "url: " << outer_key << endl;
+			cout << "anchor text : " << inner_key << endl;
+			for(auto offset :inner_value)
+				cout << "offset " << offset << endl;
+
+
+			}
+
+		}
+
+
 
 
 
diff --git a/indexer/Indexer.h b/indexer/Indexer.h
index 4c84cd691868e6901fee4ee2602ed5c23d1b5ba0..493303e17db0451cb1324ece6de71c2828455bc2 100755
--- a/indexer/Indexer.h
+++ b/indexer/Indexer.h
@@ -34,7 +34,9 @@ using DocIndex = const unordered_map< string, vector< unsigned long > >;
 class Indexer : public ThreadClass
 	{
 public:
-	Indexer ( ProducerConsumerQueue< DocIndex * > *doc_index_queue_in );
+	Indexer ( ProducerConsumerQueue< DocIndex * > *doc_index_queue_in ,  ProducerConsumerQueue < unordered_map<string , DocIndex * > >  *anchor_in  );
+
+
 
 
 	void run ( );
@@ -50,10 +52,13 @@ private:
 	void save ( );
     void saveWordSeek();
     void saveChunkDictionary ( );
-	void SaveAnchorText( );
+	void SaveAnchorText( unordered_map<string , DocIndex*> * anchorDict );
 	void reset ( );
 
 	ProducerConsumerQueue< DocIndex * > *pointerToDictionaries;
+	ProducerConsumerQueue< unordered_map<string , DocIndex * > > *AnchorQueue;
+
+
 	unordered_map< string, vector< size_t > > masterDictionary;
 	unordered_map< string, pair<vector< size_t >, size_t> > chunkDictionary;		// <chunks>, occurances
 	unordered_map< string, vector< PostingsSeekTableEntry > > postingsSeekTable;
diff --git a/main.cpp b/main.cpp
index ee2c816a112b49f45421cd0241ef264082b1e3c5..0b045d1eb373d2a74c92966607230866ff43c79c 100644
--- a/main.cpp
+++ b/main.cpp
@@ -131,6 +131,7 @@ int main ( int argc, char *argv[] )
 
 	UrlFrontier *urlFrontier = new UrlFrontier();
 	ProducerConsumerQueue< DocIndex * > *IndexerQueue = new ProducerConsumerQueue< DocIndex * >( );
+	ProducerConsumerQueue< unordered_map<string , DocIndex * >  > *AnchorQueue = new ProducerConsumerQueue< unordered_map<string , DocIndex * >  >( );
 
 
 	char *seeds;
@@ -172,10 +173,10 @@ int main ( int argc, char *argv[] )
 
 
 
-	Indexer indexer( IndexerQueue );
+	Indexer indexer( IndexerQueue , AnchorQueue );
 	indexer.StartThread( );
 
-	Crawler *crawler = new Crawler( mode, urlFrontier, IndexerQueue );
+	Crawler *crawler = new Crawler( mode, urlFrontier, IndexerQueue, AnchorQueue );
 	atomic_bool *alive = new atomic_bool(true);
 	crawler->SpawnSpiders( numberOfSpiders , alive);
 
@@ -189,7 +190,7 @@ int main ( int argc, char *argv[] )
 		{
 		cout << "Crawling 100,000 documents for each spider" << endl;
 		crawler->WaitOnAllSpiders( );
-		//crawler->passAnchorTextToIndex( );
+		crawler->passAnchorTextToIndex( );
 		indexer.Kill();
 		indexer.WaitForFinish( );
 		urlFrontier->writeDataToDisk();