added direct addition of barcode vectors to dense vectors, began experimentation with morphic RIVs

RIVLower.h

@@ -3,6 +3,7 @@
 #include <string.h>
 #include <signal.h>
 #include <unistd.h>
+#include <math.h>
 /* RIVSIZE macro defines the dimensionality off the RIVs we will use
  * 25000 is the standard, but can be redefined specifically
  */
@@ -64,6 +65,7 @@ typedef struct{
 struct RIVData{
 	size_t RIVsize;
 	int nonZeros;
+	int I2SThreshold;
 	int *h_tempBlock;
 	int tempSize;
 	int thing;
@@ -75,7 +77,6 @@ struct RIVData{
  * it sets global variables that practically all functions will reference,
  * it checks that your base parameters are valid, and allocates memory for
  * the functions to use, so that we can move fast with rare allocations.
- * #TODO add signal redefinitions so that cache is saved even on crash
  */
 void RIVInit();
 
@@ -85,7 +86,7 @@ void RIVInit();
 void RIVCleanup();
 
 /*consolidateD2S takes a denseRIV value-set input, and returns a sparse RIV with
- * all 0s removed. it does nto automatically carry metadata, which must be assigned
+ * all 0s removed. it does not automatically carry metadata, which must be assigned
  * to a denseRIV after the fact.  often denseRIVs are only temporary, and don't
  * need to carry metadata
  */
@@ -94,7 +95,7 @@ sparseRIV consolidateD2S(int *denseInput);  //#TODO fix int*/denseRIV confusion
 /* mapS2D expands a sparseRIV out to denseRIV values, filling array locations
  * based on location-value pairs 
  */
-int* mapS2D(int* destination, sparseRIV input); //#TODO fix int*/denseRIV confusion
+
 
 /* makeSparseLocations must be called repeatedly in the processing of a 
  * file to produce a series of locations from the words of the file
@@ -110,7 +111,7 @@ void makesparseLocations(unsigned char* word,  int *seeds, size_t seedCount);
  */
 int fLexPush(denseRIV RIVout);
 
-denseRIV fLexPull(FILE* lexWord, denseRIV output);
+denseRIV fLexPull(FILE* lexWord);
 
 /* creates a standard seed from the characters in a word, hopefully unique */
 int wordtoSeed(unsigned char* word);
@@ -121,29 +122,16 @@ int wordtoSeed(unsigned char* word);
  */
 int* mapI2D(int *locations, size_t seedCount);
 
-int* addI2D(int* destination, int* locations, size_t seedCount);
-int cacheDump();
 
+sparseRIV consolidateI2SIndirect(int *implicit, size_t valueCount);
+sparseRIV consolidateI2SDirect(int *implicit, size_t valueCount);
+int cacheDump();
+int* addI2D(int* destination, int* locations, size_t seedCount);
+denseRIV denseAllocate();
 void signalSecure(int signum, siginfo_t *si, void* arg);
 /* begin definitions */
 
-int* mapS2D(int* destination, sparseRIV input){// #TODO fix destination parameter vs calloc of destination
-	/* make sure our destination is a 0 vector */
-	memset(destination, 0, RIVKey.RIVsize*sizeof(int));
-	
-	int *locations_slider = input.locations;
-	int *values_slider = input.values;
-	int *locations_stop = locations_slider+input.count;
-	
-	/* apply values at an index based on locations */
-	while(locations_slider<locations_stop){
-		destination[*locations_slider] = *values_slider;
-		locations_slider++;
-		values_slider++;
-	}
-	
-	return destination;
-}
+
 
 int* addS2D(int* destination, sparseRIV input){// #TODO fix destination parameter vs calloc of destination
 	
@@ -160,6 +148,8 @@ int* addS2D(int* destination, sparseRIV input){// #TODO fix destination paramete
 	
 	return destination;
 }
+
+
 int* mapI2D(int *locations, size_t valueCount){// #TODO fix destination parameter vs calloc of destination
 	int *destination = (int*)calloc(RIVKey.RIVsize,sizeof(int));
 	int *locations_slider = locations;
@@ -193,12 +183,54 @@ int* addI2D(int* destination, int *locations, size_t valueCount){// #TODO fix de
 	
 	return destination;
 }
+
+sparseRIV consolidateI2SIndirect(int *implicit, size_t valueCount){
+	int *denseTemp = mapI2D(implicit, valueCount);
+	
+	sparseRIV sparseOut = consolidateD2S(denseTemp);
+	
+	free(denseTemp);
+	
+	
+	return sparseOut;
+	
+	
+}
+sparseRIV consolidateI2SDirect(int *implicit, size_t valueCount){
+	sparseRIV sparseOut;
+	int *locationsTemp = RIVKey.h_tempBlock+RIVKey.RIVsize;
+	int *valuesTemp = RIVKey.h_tempBlock+2*RIVKey.RIVsize;
+	sparseOut.count = 0;
+	int add = 1;
+	int found;
+	for(int i=0; i<valueCount; i++){
+		found = 0;
+		for(int j=0; j<sparseOut.count; j++){
+			if(implicit[i] == locationsTemp[j]){
+				valuesTemp[i] += add;
+				add *= -1;
+				found = 1;
+			}
+		}
+		if(!found){
+			locationsTemp[sparseOut.count] = implicit[i];
+			
+			valuesTemp[sparseOut.count] = add;
+			sparseOut.count++;
+			add*= -1;
+		}
+	}
+	sparseOut.locations = malloc(2*sparseOut.count*sizeof(int));
+	sparseOut.values = sparseOut.locations+sparseOut.count;
+	memcpy(sparseOut.locations, locationsTemp, 2*sparseOut.count*sizeof(int));
+	return sparseOut;
+}
 sparseRIV consolidateD2S(int *denseInput){
 	sparseRIV output;
 	output.count = 0;
 	/* key/value pairs will be loaded to a worst-case sized temporary slot */
-	int* locations = RIVKey.h_tempBlock;
-	int* values = RIVKey.h_tempBlock+RIVKey.RIVsize;
+	int* locations = RIVKey.h_tempBlock+RIVKey.RIVsize;
+	int* values = locations+RIVKey.RIVsize;
 	int* locations_slider = locations;
 	int* values_slider = values;
 	for(int i=0; i<RIVKey.RIVsize; i++){
@@ -236,7 +268,7 @@ sparseRIV consolidateD2S(int *denseInput){
 void RIVInit(){
 	RIVKey.RIVsize = RIVSIZE; //#TODO decide about macros vs global variables
 	RIVKey.nonZeros = NONZEROS;
-	
+	RIVKey.I2SThreshold = sqrt(RIVSIZE);
 	if(RIVKey.nonZeros%2){
 		printf("your NONZEROS value must be an even number");
 		RIVKey.nonZeros++;
@@ -248,9 +280,9 @@ void RIVInit(){
 	struct sigaction action;
 	action.sa_sigaction = signalSecure;
 	action.sa_flags = SA_SIGINFO;
-	for(int i=1; i<27; i++){
-		sigaction(i,&action,NULL);
-	}
+	//for(int i=1; i<27; i++){
+		sigaction(11,&action,NULL);
+	//}
 	 
 	RIVKey.h_tempBlock = (int*)malloc(3*RIVKey.RIVsize*sizeof(int));
 	RIVKey.tempSize = 3*RIVKey.RIVsize;
@@ -286,11 +318,11 @@ int wordtoSeed(unsigned char* word){
 void makeSparseLocations(unsigned char* word,  int *locations, size_t count){
 	locations+=count;
 	srand(wordtoSeed(word));
-	for(int i=0; i<RIVKey.nonZeros; i++){
-		/* unrolled for speed, gauranteed to be an even number of steps */
+	int *locations_stop = locations+RIVKey.nonZeros;
+	while(locations<locations_stop){
+		/* unrolled for speed, guaranteed to be an even number of steps */
 		*locations = rand()%RIVKey.RIVsize;
 		locations++;
-		i++;
 		*locations = rand()%RIVKey.RIVsize;
 		locations++;
 	}
@@ -319,17 +351,19 @@ int fLexPush(denseRIV RIVout){
 	return 0;
 }
 
-denseRIV fLexPull(FILE* lexWord, denseRIV output){
-	
+denseRIV fLexPull(FILE* lexWord){
+	denseRIV output;
+	output.values = malloc( (RIVKey.RIVsize+1) *sizeof(int));
+	output.frequency = output.values+RIVKey.RIVsize;
 	int diagnostic = 0;
 	diagnostic += fread(output.frequency, 1, sizeof(int), lexWord);
 	diagnostic += fread(&(output.magnitude), 1, sizeof(int), lexWord);
 	diagnostic += fread(output.values, RIVKey.RIVsize, sizeof(int), lexWord);
 			
-	fclose(lexWord);
 	if(diagnostic != (RIVKey.RIVsize+2)){ 
 		output.magnitude = -1;
 	}
+	output.cached = 0;
 	return output;
 	
 }
@@ -350,9 +384,22 @@ int cacheDump(){
 	denseRIV* cache_stop = RIVKey.RIVCache+RIVKey.cacheSize;
 	while(cache_slider<cache_stop){
 		if((*cache_slider).cached){
-			fLexPush(*cache_slider);
+			flag += fLexPush(*cache_slider);
 		}
 		cache_slider++;
 	}
 	return flag;
 }
+
+denseRIV denseAllocate(){
+	/* allocates a 0 vector */
+	denseRIV output;
+	output.values = calloc(RIVKey.RIVsize+1, sizeof(int));
+	/* for compact memory use, frequency is placed immediately after values */
+	output.frequency = output.values+RIVKey.RIVsize;
+	output.magnitude = 0;	
+	output.cached = 0;
+	return output;
+}
+
+/*TODO add a simplified free function*/

RIVLowerMorphic.h

+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <signal.h>
+#include <unistd.h>
+#include <math.h>
+/* RIVSIZE macro defines the dimensionality off the RIVs we will use
+ * 25000 is the standard, but can be redefined specifically
+ */
+#ifndef RIVSIZE
+#define RIVSIZE 25000
+#endif
+
+/* NONZeros macro defines the number of non-zero values that will be generated
+ * for any level one (barcode) RIV.  2 is simple and lightweight to begin
+ */
+#ifndef NONZEROS
+#define NONZEROS 2
+#endif
+
+/* CACHESIZE macro defines the number of RIVs the system will cache.
+ * a larger cache means more memory consumption, but will also be significantly
+ * faster in aggregation and reading applications. doesn't affect systems
+ * that do not use lexpull/push
+ */
+#ifndef CACHESIZE
+#define CACHESIZE 20
+#endif
+
+#define CACHED = 0x01
+#define SPARSE = 0x02
+#define AVAILABLE = 0x04
+
+typedef struct{
+	char name[100];
+	int *values;
+	int *locations;
+	size_t count;
+	unsigned int* frequency;
+	float magnitude;
+	char flags;	
+	
+}RIV;
+
+/* the sparseRIV is a RIV form optimized for RIVs that will be mostly 0s
+ * as this is often an ideal case, it is adviseable as the default 
+ * unless we are doing long term RIV aggregation.
+ * specifically, a sparseRIV contains a pair of arrays, 
+ * containing locations and values, where pairs are found in like array 
+ * indices.
+ */
+typedef RIV sparseRIV;
+/* the denseRIV is a RIV form optimized for overwhelmingly non-0 vectors
+ * this is rarely the case, but its primary use is for performing vector
+ * math, as comparisons and arithmetic between vectors are ideally 
+ * performed between sparse and dense (hetero-arithmetic)
+ */
+typedef RIV denseRIV;
+
+/*RIVKey, holds globally important data that should not be changed partway through
+* first function call in the program should always be: 
+* RIVinit();
+* this will set these variables, check for incompatible choices, and open up 
+* memory blocks which the system will use in the background
+*/
+struct RIVData{
+	size_t RIVsize;
+	int nonZeros;
+	int I2SThreshold;
+	int *h_tempBlock;
+	int tempSize;
+	int thing;
+	denseRIV* RIVCache;
+	int cacheSize;
+}static RIVKey;
+
+/* RIVinit should be the first function called in any usage of this library
+ * it sets global variables that practically all functions will reference,
+ * it checks that your base parameters are valid, and allocates memory for
+ * the functions to use, so that we can move fast with rare allocations.
+ */
+void RIVInit();
+
+/* RIVCleanup should always be called to close a RIV program.  it frees 
+ * blocks allocated by RIVinit, and dumps the cached data to appropriate lexicon files
+ */
+void RIVCleanup();
+
+/*consolidateD2S takes a denseRIV value-set input, and returns a sparse RIV with
+ * all 0s removed. it does not automatically carry metadata, which must be assigned
+ * to a denseRIV after the fact.  often denseRIVs are only temporary, and don't
+ * need to carry metadata
+ */
+sparseRIV consolidateD2S(int *denseInput);  //#TODO fix int*/denseRIV confusion
+
+/* mapS2D expands a sparseRIV out to denseRIV values, filling array locations
+ * based on location-value pairs 
+ */
+
+
+/* makeSparseLocations must be called repeatedly in the processing of a 
+ * file to produce a series of locations from the words of the file
+ * this produces an "implicit" RIV which can be used with the mapI2D function
+ * to create a denseRIV.
+ */
+void makesparseLocations(unsigned char* word,  int *seeds, size_t seedCount);
+
+/* fLexPush pushes the data contained in a denseRIV out to a lexicon file,
+ * saving it for long-term aggregation.  function is called by "lexpush",
+ * which is what users should actually use.  lexPush, unlike fLexPush,
+ * has cache logic under the hood for speed and harddrive optimization
+ */
+int fLexPush(denseRIV RIVout);
+
+denseRIV fLexPull(FILE* lexWord);
+
+/* creates a standard seed from the characters in a word, hopefully unique */
+int wordtoSeed(unsigned char* word);
+
+/* mapI2D maps an "implicit RIV" that is, an array of index values, 
+ * arranged by chronological order of generation (as per makesparseLocations)
+ * it assigns, in the process of mapping, values according to ordering
+ */
+int* mapI2D(int *locations, size_t seedCount);
+
+
+sparseRIV consolidateI2SIndirect(int *implicit, size_t valueCount);
+sparseRIV consolidateI2SDirect(int *implicit, size_t valueCount);
+int cacheDump();
+int* addI2D(int* destination, int* locations, size_t seedCount);
+denseRIV denseAllocate();
+void signalSecure(int signum, siginfo_t *si, void* arg);
+/* begin definitions */
+
+
+
+int* addS2D(int* destination, sparseRIV input){// #TODO fix destination parameter vs calloc of destination
+	
+	int *locations_slider = input.locations;
+	int *values_slider = input.values;
+	int *locations_stop = locations_slider+input.count;
+	
+	/* apply values at an index based on locations */
+	while(locations_slider<locations_stop){
+		destination[*locations_slider] += *values_slider;
+		locations_slider++;
+		values_slider++;
+	}
+	
+	return destination;
+}
+
+
+int* mapI2D(int *locations, size_t valueCount){// #TODO fix destination parameter vs calloc of destination
+	int *destination = (int*)calloc(RIVKey.RIVsize,sizeof(int));
+	int *locations_slider = locations;
+	int *locations_stop = locations_slider+valueCount;
+
+	/*apply values +1 or -1 at an index based on locations */
+	while(locations_slider<locations_stop){
+	
+		destination[*locations_slider] +=1;
+		locations_slider++;
+		destination[*locations_slider] -= 1;
+		locations_slider++;
+	}
+	
+	
+	return destination;
+}
+int* addI2D(int* destination, int *locations, size_t valueCount){// #TODO fix destination parameter vs calloc of destination
+	int *locations_slider = locations;
+	int *locations_stop = locations_slider+valueCount;
+
+	/*apply values +1 or -1 at an index based on locations */
+	while(locations_slider<locations_stop){
+	
+		destination[*locations_slider] +=1;
+		locations_slider++;
+		destination[*locations_slider] -= 1;
+		locations_slider++;
+	}
+	
+	
+	return destination;
+}
+
+sparseRIV consolidateI2SIndirect(int *implicit, size_t valueCount){
+	int *denseTemp = mapI2D(implicit, valueCount);
+	
+	sparseRIV sparseOut = consolidateD2S(denseTemp);
+	
+	free(denseTemp);
+	
+	
+	return sparseOut;
+	
+	
+}
+sparseRIV consolidateI2SDirect(int *implicit, size_t valueCount){
+	sparseRIV sparseOut;
+	int *locationsTemp = RIVKey.h_tempBlock+RIVKey.RIVsize;
+	int *valuesTemp = RIVKey.h_tempBlock+2*RIVKey.RIVsize;
+	sparseOut.count = 0;
+	int add = 1;
+	int found;
+	for(int i=0; i<valueCount; i++){
+		found = 0;
+		for(int j=0; j<sparseOut.count; j++){
+			if(implicit[i] == locationsTemp[j]){
+				valuesTemp[i] += add;
+				add *= -1;
+				found = 1;
+			}
+		}
+		if(!found){
+			locationsTemp[sparseOut.count] = implicit[i];
+			
+			valuesTemp[sparseOut.count] = add;
+			sparseOut.count++;
+			add*= -1;
+		}
+	}
+	sparseOut.locations = malloc(2*sparseOut.count*sizeof(int));
+	sparseOut.values = sparseOut.locations+sparseOut.count;
+	memcpy(sparseOut.locations, locationsTemp, 2*sparseOut.count*sizeof(int));
+	return sparseOut;
+}
+sparseRIV consolidateD2S(int *denseInput){
+	sparseRIV output;
+	output.count = 0;
+	/* key/value pairs will be loaded to a worst-case sized temporary slot */
+	int* locations = RIVKey.h_tempBlock+RIVKey.RIVsize;
+	int* values = locations+RIVKey.RIVsize;
+	int* locations_slider = locations;
+	int* values_slider = values;
+	for(int i=0; i<RIVKey.RIVsize; i++){
+		
+		/* act only on non-zeros */
+		if(denseInput[i]){
+			
+			/* assign index to locations */
+			*(locations_slider++) = i;
+			
+			/* assign value to values */
+			*(values_slider++) = denseInput[i];
+			
+			/* track size of forming sparseRIV */
+			output.count++;
+		}
+	}
+	/* a slot is opened for the locations/values pair */
+	output.locations = (int*) malloc(output.count*2*sizeof(int));
+	if(!output.locations){
+		printf("memory allocation failed"); //*TODO enable fail point knowledge
+	}
+	/* copy locations values into opened slot */
+	memcpy(output.locations, locations, output.count*sizeof(int));
+	
+	output.values = output.locations + output.count;
+	
+	/* copy values into opened slot */
+	memcpy(output.values, values, output.count*sizeof(int));
+	
+	return output;
+}
+
+
+void RIVInit(){
+	RIVKey.RIVsize = RIVSIZE; //#TODO decide about macros vs global variables
+	RIVKey.nonZeros = NONZEROS;
+	RIVKey.I2SThreshold = sqrt(RIVSIZE);
+	if(RIVKey.nonZeros%2){
+		printf("your NONZEROS value must be an even number");
+		RIVKey.nonZeros++;
+	printf(", changed to %d", RIVKey.nonZeros);
+	}
+	
+	/* open a slot at least large enough for worst case handling of
+	 * sparse to dense conversion.  may be enlarged by filetoL2 functions */
+	struct sigaction action;
+	action.sa_sigaction = signalSecure;
+	action.sa_flags = SA_SIGINFO;
+	//for(int i=1; i<27; i++){
+		sigaction(11,&action,NULL);
+	//}
+	 
+	RIVKey.h_tempBlock = (int*)malloc(3*RIVKey.RIVsize*sizeof(int));
+	RIVKey.tempSize = 3*RIVKey.RIVsize;
+	RIVKey.thing = 0;
+	RIVKey.cacheSize = CACHESIZE;
+	/* open a slot for a cache of dense RIVs, optimized for frequent accesses */
+	RIVKey.RIVCache = (denseRIV*)calloc(RIVKey.cacheSize,sizeof(denseRIV));
+}
+void RIVCleanup(){
+	
+	 
+	if(cacheDump()){
+		puts("cache dump failed, some lexicon data was lost");
+	}
+	#if CACHESIZE > 0
+	free(RIVKey.RIVCache);
+	#endif
+	free(RIVKey.h_tempBlock);	
+	
+}
+int wordtoSeed(unsigned char* word){
+	int i=0;
+	int seed = 0;
+	while(*word){
+		/* left-shift 5 each time *should* make seeds unique to words */
+		seed += (*(word))<<(i*5);
+		word++;
+		i++;
+	}
+	return seed;
+}
+
+void makeSparseLocations(unsigned char* word,  int *locations, size_t count){
+	locations+=count;
+	srand(wordtoSeed(word));
+	int *locations_stop = locations+RIVKey.nonZeros;
+	while(locations<locations_stop){
+		/* unrolled for speed, guaranteed to be an even number of steps */
+		*locations = rand()%RIVKey.RIVsize;
+		locations++;
+		*locations = rand()%RIVKey.RIVsize;
+		locations++;
+	}
+	return;
+}
+
+int fLexPush(denseRIV RIVout){	
+	char pathString[200] = {0};
+	
+	/* word data will be placed in a (new?) file under the lexicon directory
+	 * in a file named after the word itself */
+	sprintf(pathString, "lexicon/%s", RIVout.name);
+	FILE *lexWord = fopen(pathString, "wb");
+	
+	if(!lexWord){
+		printf("lexicon push has failed for word: %s\nconsider cleaning inputs", pathString);
+		return 1;
+	}
+
+	fwrite(RIVout.frequency, 1, 4, lexWord);
+	fwrite(&RIVout.magnitude, 1, 4, lexWord);
+	fwrite(RIVout.values, RIVKey.RIVsize, 4, lexWord);
+	fclose(lexWord);
+	free(RIVout.values);
+
+	return 0;
+}
+
+denseRIV fLexPull(FILE* lexWord){
+	denseRIV output;
+	output.values = malloc( (RIVKey.RIVsize+1) *sizeof(int));
+	output.frequency = output.values+RIVKey.RIVsize;
+	int diagnostic = 0;
+	diagnostic += fread(output.frequency, 1, sizeof(int), lexWord);
+	diagnostic += fread(&(output.magnitude), 1, sizeof(int), lexWord);
+	diagnostic += fread(output.values, RIVKey.RIVsize, sizeof(int), lexWord);
+			
+	if(diagnostic != (RIVKey.RIVsize+2)){ 
+		output.magnitude = -1;
+	}
+	output.flags = 0;
+	return output;
+	
+}
+
+void signalSecure(int signum, siginfo_t *si, void* arg){
+  if(cacheDump()){
+	  puts("cache dump failed, some lexicon data lost");
+  }else{
+	puts("cache dumped successfully");
+  }
+  signal(signum, SIG_DFL);
+  kill(getpid(), signum);
+}
+
+int cacheDump(){
+	int flag = 0;
+	denseRIV* cache_slider = RIVKey.RIVCache;
+	denseRIV* cache_stop = RIVKey.RIVCache+RIVKey.cacheSize;
+	while(cache_slider<cache_stop){
+		if((*cache_slider).cached){
+			flag += fLexPush(*cache_slider);
+		}
+		cache_slider++;
+	}
+	return flag;
+}
+
+denseRIV denseAllocate(){
+	/* allocates a 0 vector */
+	denseRIV output;
+	output.values = calloc(RIVKey.RIVsize+1, sizeof(int));
+	/* for compact memory use, frequency is placed immediately after values */
+	output.frequency = output.values+RIVKey.RIVsize;
+	output.magnitude = 0;	
+	output.cached = 0;
+	return output;
+}
+
+/*TODO add a simplified free function*/

RIVaccessories.h

+/*isWordClean filters words that contain non-letter characters, and 
+ * upperCase letters, allowing only the '_' symbol through
+ */
+int isWordClean(char* word);
+/* used by wordClean */
+int isLetter(char c);
+
+
+
+int isLetter(char c){
+	
+	if((c>96 && c<123)||(c == 32) || (c == '_')) return 1;
+	else return 0;
+}
+int isWordClean(char* word){
+	char *letter = word;
+	char *word_stop = word+99;
+	while(letter<word_stop){
+		if(!(*letter)) break;
+		if(!(isLetter(*letter))){
+			
+			return 0;
+		}
+		letter++;
+	}
+	return 1;
+		
+}

RIVcullCPUlinux.c

@@ -5,7 +5,8 @@
 
 #define RIVSIZE 5000
 #define CACHESIZE 0
-#define THRESHOLD 0.70
+#define NONZEROS 2
+#define THRESHOLD 0.7
 #define COSINEACTION do {\
 	if(cosine > THRESHOLD){ \
 		printf("%s\t%s\n%f\n", baseRIV.name, (*multipliers).name, cosine);\
@@ -33,14 +34,49 @@ int main(int argc, char *argv[]){
 
 	directoryToL2s(rootString, &fileRIVs, &fileCount);
 	printf("fileCount: %d\n", fileCount);
-	getMagnitudes(fileRIVs, fileCount); 
-
+	
+	sparseRIV* fileRIVs_slider = fileRIVs;
+	sparseRIV* fileRIVs_stop = fileRIVs+fileCount;
+	while(fileRIVs_slider <fileRIVs_stop){
+		(*fileRIVs_slider).magnitude = getMagnitudeSparse(*fileRIVs_slider);
+		fileRIVs_slider++;
+		
+	}
+	
 	clock_t beginnsquared = clock();
-	for(int i=1; i<fileCount; i++){
-		if(fileRIVs[i].boolean){
-			cosineCompare(fileRIVs[i], fileRIVs, i);
+	float cosine;
+	float minmag;
+	float maxmag;
+	denseRIV baseDense;
+	baseDense.values = malloc(RIVKey.RIVsize*sizeof(int));
+	fileRIVs_slider = fileRIVs;
+	sparseRIV* comparators_slider;
+	while(fileRIVs_slider<fileRIVs_stop){
+		comparators_slider = fileRIVs;
+			
+		memset(baseDense.values, 0, RIVKey.RIVsize*sizeof(int));
+		baseDense.values = addS2D(baseDense.values, *fileRIVs_slider);
+		baseDense.magnitude = (*fileRIVs_slider).magnitude;
+		minmag = baseDense.magnitude*.85;
+		maxmag  = baseDense.magnitude*1.15;
+		while(comparators_slider < fileRIVs_slider){
+			if((*comparators_slider).magnitude < maxmag && (*comparators_slider).magnitude > minmag && (*comparators_slider).boolean){
+				cosine = cosCompare(baseDense, *comparators_slider);
+			
+				
+				if(cosine>THRESHOLD){
+					printf("%s\t%s\n%f\n", (*fileRIVs_slider).name , (*comparators_slider).name, cosine);
+				(*comparators_slider).boolean = 0; 
+					RIVKey.thing++; 
+				}
+			}
+			comparators_slider++;
+		//cosineCompare(fileRIVs[i], fileRIVs, i);
 		}
 		
+		
+		fileRIVs_slider++;
+		
 	}
 	clock_t endnsquared = clock();
 	double time = (double)(endnsquared - beginnsquared) / CLOCKS_PER_SEC;
@@ -85,7 +121,7 @@ void directoryToL2s(char *rootString, sparseRIV** fileRIVs, int *fileCount){
 		}else{
 			(*fileRIVs) = (sparseRIV*)realloc((*fileRIVs), ((*fileCount)+1)*sizeof(sparseRIV));
 			
-			(*fileRIVs)[(*fileCount)] = fileToL2Clean(input);
+			(*fileRIVs)[(*fileCount)] = fileToL2(input);
 			strcpy((*fileRIVs)[(*fileCount)].name, pathString);
 			
 			fclose(input);

RIVread.c

 #include <stdio.h>
 #include <stdlib.h>
 #include <time.h>
-#define CACHESIZE 1000
+#define CACHESIZE 10000
 #include "RIVtoolsCPUlinux.h"
 #include <sys/stat.h>
 #include <sys/types.h>

RIVtoolsCPUlinux.h

@@ -3,27 +3,16 @@
 #include <string.h>
 #include <math.h>
 #include "RIVLower.h"
+#include "RIVaccessories.h"
 
-#ifndef COSINEACTION
-#define COSINEACTION 
-#endif
-
-float* cosineCompareUnbound(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount);
-/*lexPush writes a denseRIV to a file of the same name, under the directory "lexicon"
- * it is up to the programmer to ensure that the name of the RIV is a valid filename
- * although it will of course attempt to create the file if it does not exist
- */
+/* lexPush writes a denseRIV to a file for permanent storage */
 int lexPush(denseRIV RIVout);
 /* lexPull reads an existing lexicon entry (under directory "lexicon")
  * and creates a denseRIV with those attributes.
  * if the file does not exist, it creates a 0 vector with the name of word
  */
 denseRIV lexPull(char* word);
-/*isWordClean filters words that contain non-letter characters, and 
- * upperCase letters, allowing only the '_' symbol through
- */
-int isWordClean(char* word);
-int isLetter(char c);
+
 /* fileToL2 takes an input file, reads words (delimiting on " " and "\n") 
  * and returns a sparse RIV which is the vector sum of the base RIVs of each 
  * word contained
@@ -35,18 +24,56 @@ sparseRIV fileToL2(FILE *input);
  */
 sparseRIV fileToL2Clean(FILE *data);
 
-/* cosine determines the "similarity" between two RIVs.  */
-float* cosineCompare(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount);
+sparseRIV fileToL2direct(FILE *data);
+/*cosine determines the "similarity" between two RIVs. */
+float cosCompare(denseRIV baseRIV, sparseRIV comparator);
 
-/* magnitudes will be used later in cosine comparison */
-void getMagnitudes(sparseRIV *inputs, size_t RIVCount);
-
-sparseRIV text2L2(unsigned char *text);//unused
-unsigned char *sscanAdvance(unsigned char **string, unsigned char *word);//unused except in text2l2
 sparseRIV wordtoL2(char* word);
 
+sparseRIV consolidateI2S(int *implicit, size_t valueCount);
+sparseRIV text2L2(char *text);
+sparseRIV text2L2(char *text){
+	unsigned int blockSize;
+	char word[100] = {0};
+	
+	/* locations (implicit RIV) are temp stored in temp block, and moved 
+	 * to permanent home in consolidation */
+	int *locations = RIVKey.h_tempBlock;
+	int locationCount = 0;
+	int displacement;
+	
+	while(sscanf(text, "%99s%n", word, &displacement)){
+		text += displacement+1;
+		if(!displacement){
+			break;
+		}
+		
+		if(!(*word)){
+			break;
+		}
 
- sparseRIV fileToL2(FILE *data){
+		blockSize = locationCount+RIVKey.nonZeros;
+		/* if this word would overflow the locations block, grow it */
+		if(blockSize>RIVKey.tempSize){
+			RIVKey.h_tempBlock = (int*) realloc(RIVKey.h_tempBlock, blockSize*sizeof(int));
+			locations = RIVKey.h_tempBlock;
+			RIVKey.tempSize+=RIVKey.nonZeros;
+		}
+		
+		/* add word's L1 RIV to the accumulating implicit RIV */
+		makeSparseLocations((unsigned char*)word, locations, locationCount);
+		locationCount+= RIVKey.nonZeros;
+		
+	}
+	sparseRIV output = consolidateI2S(locations, locationCount);
+	
+	/* frequency records the number of words in this file */
+	output.frequency = locationCount/RIVKey.nonZeros;
+	output.boolean = 1;
+	return output;
+}
+	
+sparseRIV fileToL2(FILE *data){
 	unsigned int blockSize;
 	unsigned char word[100] = {0};
 	
@@ -57,7 +84,7 @@ sparseRIV wordtoL2(char* word);
 	
 	
 	while(fscanf(data, "%99s", word)){
-		
+	
 		if(feof(data)){
 			break;
 		}
@@ -78,16 +105,13 @@ sparseRIV wordtoL2(char* word);
 		locationCount+= RIVKey.nonZeros;
 		
 	}
-	int *L2dense = calloc(RIVKey.RIVsize, sizeof(int));
 	
-	/* in the next two steps, an implicit RIV is converted to a sparseRIV */
-	L2dense = addI2D(L2dense, locations, locationCount);
-	sparseRIV output = consolidateD2S(L2dense);
+	sparseRIV output = consolidateI2S(locations, locationCount);
 	
-	free(L2dense);
 	/* frequency records the number of words in this file */
 	output.frequency = locationCount/RIVKey.nonZeros;
 	output.boolean = 1;
+	
 	return output;
 }
 
@@ -110,9 +134,9 @@ sparseRIV fileToL2Clean(FILE *data){
 			break;
 		}
 		/* if the word is not clean, skip it */
-		/*if(!isWordClean((char*)word)){
+		if(!isWordClean((char*)word)){
 			continue;
-		}*/
+		}
 		blockSize = locationCount+RIVKey.nonZeros;
 		if(blockSize>RIVKey.tempSize){
 			RIVKey.h_tempBlock = (int*)realloc(RIVKey.h_tempBlock, blockSize*sizeof(int));
@@ -124,201 +148,67 @@ sparseRIV fileToL2Clean(FILE *data){
 		locationCount+= RIVKey.nonZeros;
 		
 	}
-	int *L2dense = calloc(RIVKey.RIVsize, sizeof(int));
 	
-	/* in the next two steps, an implicit RIV is converted to a sparseRIV */
-	L2dense = addI2D(L2dense, locations, locationCount);
-	sparseRIV output = consolidateD2S(L2dense);
+	sparseRIV output = consolidateI2S(locations, locationCount);
 	
-	free(L2dense);
 	/* frequency records the number of words in this file */
 	output.frequency = locationCount/RIVKey.nonZeros;
 	output.boolean = 1;
 	return output;
 }
-sparseRIV wordtoL2(char* word){
-	sparseRIV sparseOut;
-	makeSparseLocations((unsigned char*)word, RIVKey.h_tempBlock, 0);
-	int *denseSpot = calloc(RIVKey.RIVsize, sizeof(int));
-	addI2D(denseSpot, RIVKey.h_tempBlock, RIVKey.nonZeros);
-	sparseOut = consolidateD2S(denseSpot);
-	free(denseSpot);
-	sparseOut.frequency = 0;
-	return sparseOut;
-}
-float* cosineCompare(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount){
-	float *results = calloc(multiplierCount, sizeof(float));
-	float* results_slider = results;
-	int *baseDenseRIV = RIVKey.h_tempBlock;
-	memset(RIVKey.h_tempBlock, 0, RIVKey.RIVsize*sizeof(int));
-	addS2D(baseDenseRIV, baseRIV);
-	float cosine;
-	sparseRIV *multipliersStop = multipliers+multiplierCount;
-	
-	/* if two vectors are too different in size, we can ignore the risk of similarity */
-	float minsize = baseRIV.magnitude * .85;
-	float maxsize = baseRIV.magnitude * 1.15;
-	int dot = 0;
-	
-	int *values;
-	int *locations;
-	int *locations_Stop;
-	/* check the baseRIV against each multiplier */
-	while(multipliers<multipliersStop){
-		/* skip a pair if the multiplier has already been culled, or if
-		 * the size difference is too great */
-		if(((*multipliers).boolean) 
-		&& (((*multipliers).magnitude < maxsize) 
-		&& ((*multipliers).magnitude > minsize))){
-			
-			dot = 0;
-			values = (*multipliers).values;
-			locations = (*multipliers).locations;
-			locations_Stop = locations+(*multipliers).count;
-			
-			while(locations<locations_Stop){
-				/* we calculate the dot-product to derive the cosine */
-				dot += (*values)*(*(baseDenseRIV+(*locations)));
-				locations++;
-				values++;
-			}
-			/* magnitudes had better already be calculated at this point*/
-			cosine = dot/((baseRIV.magnitude)*((*multipliers).magnitude));
-			*results_slider = cosine;
-			results_slider++;
-			/* perform the action defined by the COSINEACTION macro */
-			COSINEACTION;
-		}
-		multipliers++;
-		
-	}
-	return results;
-}
 
-/* unbound works without skipping on size */
-float* cosineCompareUnbound(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount){
-	float *results = calloc(multiplierCount, sizeof(float));
-	float* results_slider = results;
-	int *baseDenseRIV = RIVKey.h_tempBlock;
-	memset(RIVKey.h_tempBlock, 0, RIVKey.RIVsize*sizeof(int));
-	addS2D(baseDenseRIV, baseRIV);
-	float cosine;
-	sparseRIV *multipliersStop = multipliers+multiplierCount;
-	
-	/* if two vectors are too different in size, we can ignore the risk of similarity */
-	int dot = 0;
-	
-	int *values;
-	int *locations;
-	int *locations_Stop;
-	/* check the baseRIV against each multiplier */
-	while(multipliers<multipliersStop){
-			
-		dot = 0;
-		values = (*multipliers).values;
-		locations = (*multipliers).locations;
-		locations_Stop = locations+(*multipliers).count;
-		
-		while(locations<locations_Stop){
-			/* we calculate the dot-product to derive the cosine */
-			dot += (*values)*(*(baseDenseRIV+(*locations)));
-			locations++;
-			values++;
-		}
-		/* magnitudes had better already be calculated at this point*/
-		cosine = dot/((baseRIV.magnitude)*((*multipliers).magnitude));
-		*results_slider = cosine;
-		results_slider++;
-		/* perform the action defined by the COSINEACTION macro */
-		COSINEACTION;
-	}
-	multipliers++;
+sparseRIV consolidateI2S(int *implicit, size_t valueCount){
+	if(valueCount>RIVKey.I2SThreshold){
+		return consolidateI2SIndirect(implicit, valueCount);
+	}else{
+		return consolidateI2SDirect(implicit, valueCount);
+	}	
 	
-
-	return results;
 }
-
-
+void aggregateWord2D(denseRIV destination, char* word){
 	
+	//makeSparseLocations((unsigned char*)word, locationSlot, 0);
+	srand(wordtoSeed((unsigned char*)word));
+	for(int i=0; i<RIVKey.nonZeros; i++){
 
-void getMagnitudes(sparseRIV *inputs, size_t RIVCount){
-	for(int i=0; i<RIVCount; i++){
-		unsigned long long int temp = 0;
-		int *values = inputs[i].values;
-		int *values_stop = values+inputs[i].count;
-		while(values<values_stop){	
-			temp += (*values)*(*values);
-			values++;
-				
-		}
-		float magnitude = sqrt(temp);
-		inputs[i].magnitude = magnitude;
-	}
+		destination.values[(rand()%RIVKey.RIVsize)] +=1;
+		destination.values[(rand()%RIVKey.RIVsize)] -= 1;
+	}		
 }
 
-unsigned char *sscanAdvance(unsigned char **string, unsigned char *word){
-	unsigned char *word_slider = word;
-	
-	while(*(*string)){
-		if((*(*string) == ' ')||(*(*string) == '\n')) {
-			(*string)++;
-			break;
-		}
-		*word_slider = *(*string);
-		word_slider++;
-		(*string)++;
-	}
-	*word_slider = 0;
-	
-	return word;
-}
-
-sparseRIV text2L2(unsigned char *text){
-	unsigned char word[2000] = {0};
-	int* locations = RIVKey.h_tempBlock;
-	unsigned char *text_slider = text;	
+float cosCompare(denseRIV baseRIV, sparseRIV comparator){
+		
+	int dot = 0;
 	
-	int locationCount = 0;
-
-	while(*text_slider){
-		sscanAdvance(&text_slider, word);
-		if(word[0]){
-			makeSparseLocations(word, locations, locationCount);
-			locationCount+=RIVKey.nonZeros;
-		}
+	int *values = comparator.values;
+	int *locations = comparator.locations;
+	int *locations_Stop = locations+comparator.count;
 		
+	while(locations<locations_Stop){
+		/* we calculate the dot-product to derive the cosine */
+		dot += (*values)*(*(baseRIV.values+(*locations)));
+		locations++;
+		values++;
 	}
-	
-	
-	int *L2dense;
-	L2dense = mapI2D(locations, locationCount);
-	
-	sparseRIV output = consolidateD2S(L2dense);	
-	free(L2dense);
+	float cosine = dot/(baseRIV.magnitude*comparator.magnitude);
 
-	return output;
+	return cosine;
 }
 
-
-int isLetter(char c){
-	
-	if((c>96 && c<123)||(c == 32) || (c == '_')) return 1;
-	else return 0;
-}
-int isWordClean(char* word){
-	char *letter = word;
-	char *word_stop = word+99;
-	while(letter<word_stop){
-		if(!(*letter)) break;
-		if(!(isLetter(*letter))){
+float getMagnitudeSparse(sparseRIV input){
+	unsigned long long int temp = 0;
+	int *values = input.values;
+	int *values_stop = values+input.count;
+	while(values<values_stop){	
+		temp += (*values)*(*values);
+		values++;
 			
-			return 0;
-		}
-		letter++;
 	}
-	return 1;
-		
+	float magnitude = sqrt(temp);
+	input.magnitude = magnitude;
+	return magnitude;
 }
+
 denseRIV lexPull(char* word){
 	#if CACHESIZE > 0
 	
@@ -333,10 +223,7 @@ denseRIV lexPull(char* word){
 	#endif /* CACHESIZE > 0 */
 	denseRIV output;
 	
-	output.values = (int*)calloc(RIVKey.RIVsize+1, sizeof(int));
 	
-	/* for compact memory, frequency is placed immediately after the values field */
-	output.frequency = output.values+RIVKey.RIVsize;
 	
 	char pathString[200];
 	
@@ -346,25 +233,13 @@ denseRIV lexPull(char* word){
 	/* if this lexicon file already exists */
 	if(lexWord){
 		/* pull data from file */
-		//output = fLexPull(lexWord, output);
-		int diagnostic = 0;
-		//printf("%s \n", word);
-		diagnostic += fread(output.frequency, sizeof(int), 1, lexWord);
-		diagnostic += fread(&(output.magnitude), sizeof(float), 1, lexWord);
-		diagnostic += fread(output.values, sizeof(int), RIVKey.RIVsize, lexWord);
-				
+		output = fLexPull(lexWord);
 		fclose(lexWord);
-		if(diagnostic != (RIVKey.RIVsize+2)){ 
-			printf("something fuckked this way comes");
-			output.magnitude = -1;
-		}
 	}else{
-		
-/* if this lexicon file does not exist, return a 0 vector 
- * calloc has already 0'd the values and frequencies */
-		output.magnitude = 0;
+		/*if file does not exist, return a 0 vector */
+		output = denseAllocate();
 	}
-	output.cached = 0;
+	
 	strcpy(output.name, word);
 	return output;
 }
@@ -385,12 +260,6 @@ int lexPush(denseRIV RIVout){
 		
 		srand(wordtoSeed((unsigned char*)RIVout.name));
 		int hash = rand()%RIVKey.cacheSize;
-	
-		//printf("%s\n", (*RIVout).name);
-		/* if this cache slot is empty (frequency is null pointer) */
-			
-			/* hopefully this means that the RIV was previously cached, 
-			 * and pushed out from under itself when another RIV unseated it */
 		
 		if(!RIVKey.RIVCache[hash].cached){
 			RIVKey.RIVCache[hash] = RIVout;
@@ -415,5 +284,33 @@ int lexPush(denseRIV RIVout){
 		return 0;
 	#endif /* CACHESIZE == 0 */
 }
+
+sparseRIV fileToL2direct(FILE *data){;
+	unsigned char word[100] = {0};
+	denseRIV denseTemp;
+	// a temporary dense RIV is stored in the tempBlock 
+	denseTemp.values = RIVKey.h_tempBlock;
+	memset(RIVKey.h_tempBlock, 0, RIVSIZE*sizeof(int));
+	int count = 0;
+	while(fscanf(data, "%99s", word)){
+		count++;
+		if(feof(data)){
+			break;
+		}
+		if(!(*word)){
+			break;
+		}
+		
+		
+		// add word's L1 RIV to the accumulating implicit RIV 
+		aggregateWord2D(denseTemp, (char*)word);
+		
+	}
+	sparseRIV output = consolidateD2S(denseTemp.values);
 	
+	// frequency records the number of words in this file 
+	output.frequency = count;
+	output.boolean = 1;
+	return output;
+}
 

RIVtoolsMorphic.h

+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <math.h>
+#include "RIVLower.h"
+#include "RIVaccessories.h"
+
+/* lexPush writes a denseRIV to a file for permanent storage */
+int lexPush(denseRIV RIVout);
+/* lexPull reads an existing lexicon entry (under directory "lexicon")
+ * and creates a denseRIV with those attributes.
+ * if the file does not exist, it creates a 0 vector with the name of word
+ */
+denseRIV lexPull(char* word);
+
+/* fileToL2 takes an input file, reads words (delimiting on " " and "\n") 
+ * and returns a sparse RIV which is the vector sum of the base RIVs of each 
+ * word contained
+ */
+sparseRIV fileToL2(FILE *input);
+/* fileToL2Clean operates the same as fileToL2 butkeeps only words 
+ * containing lowercase letters and the '_' symbol
+ * this is important if you will be lexPush-ing those words later
+ */
+sparseRIV fileToL2Clean(FILE *data);
+
+sparseRIV fileToL2direct(FILE *data);
+/*cosine determines the "similarity" between two RIVs. */
+float cosCompare(denseRIV baseRIV, sparseRIV comparator);
+
+sparseRIV wordtoL2(char* word);
+
+sparseRIV consolidateI2S(int *implicit, size_t valueCount);
+sparseRIV text2L2(char *text);
+sparseRIV text2L2(char *text){
+	unsigned int blockSize;
+	char word[100] = {0};
+	
+	/* locations (implicit RIV) are temp stored in temp block, and moved 
+	 * to permanent home in consolidation */
+	int *locations = RIVKey.h_tempBlock;
+	int locationCount = 0;
+	int displacement;
+	
+	while(sscanf(text, "%99s%n", word, &displacement)){
+		text += displacement+1;
+		if(!displacement){
+			break;
+		}
+		
+		if(!(*word)){
+			break;
+		}
+
+		blockSize = locationCount+RIVKey.nonZeros;
+		/* if this word would overflow the locations block, grow it */
+		if(blockSize>RIVKey.tempSize){
+			RIVKey.h_tempBlock = (int*) realloc(RIVKey.h_tempBlock, blockSize*sizeof(int));
+			locations = RIVKey.h_tempBlock;
+			RIVKey.tempSize+=RIVKey.nonZeros;
+		}
+		
+		/* add word's L1 RIV to the accumulating implicit RIV */
+		makeSparseLocations((unsigned char*)word, locations, locationCount);
+		locationCount+= RIVKey.nonZeros;
+		
+	}
+	sparseRIV output = consolidateI2S(locations, locationCount);
+	
+	/* frequency records the number of words in this file */
+	output.frequency = locationCount/RIVKey.nonZeros;
+	output.boolean = 1;
+	return output;
+}
+	
+sparseRIV fileToL2(FILE *data){
+	unsigned int blockSize;
+	unsigned char word[100] = {0};
+	
+	/* locations (implicit RIV) are temp stored in temp block, and moved 
+	 * to permanent home in consolidation */
+	int *locations = RIVKey.h_tempBlock;
+	int locationCount = 0;
+	
+	
+	while(fscanf(data, "%99s", word)){
+	
+		if(feof(data)){
+			break;
+		}
+		if(!(*word)){
+			break;
+		}
+		
+		blockSize = locationCount+RIVKey.nonZeros;
+		/* if this word would overflow the locations block, grow it */
+		if(blockSize>RIVKey.tempSize){
+			RIVKey.h_tempBlock = (int*) realloc(RIVKey.h_tempBlock, blockSize*sizeof(int));
+			locations = RIVKey.h_tempBlock;
+			RIVKey.tempSize+=RIVKey.nonZeros;
+		}
+		
+		/* add word's L1 RIV to the accumulating implicit RIV */
+		makeSparseLocations(word, locations, locationCount);
+		locationCount+= RIVKey.nonZeros;
+		
+	}
+	
+	sparseRIV output = consolidateI2S(locations, locationCount);
+	
+	/* frequency records the number of words in this file */
+	output.frequency = locationCount/RIVKey.nonZeros;
+	output.boolean = 1;
+	
+	return output;
+}
+
+sparseRIV fileToL2Clean(FILE *data){
+	
+		
+	unsigned char word[100] = {0};
+	int *locations = RIVKey.h_tempBlock;
+	unsigned int blockSize;
+	
+	int locationCount = 0;
+	
+	while(fscanf(data, "%99s", word)){
+		
+		if(feof(data)){
+			break;
+		}
+		
+		if(!(*word)){
+			break;
+		}
+		/* if the word is not clean, skip it */
+		if(!isWordClean((char*)word)){
+			continue;
+		}
+		blockSize = locationCount+RIVKey.nonZeros;
+		if(blockSize>RIVKey.tempSize){
+			RIVKey.h_tempBlock = (int*)realloc(RIVKey.h_tempBlock, blockSize*sizeof(int));
+			locations = RIVKey.h_tempBlock;
+			RIVKey.tempSize+=RIVKey.nonZeros;
+		}
+
+		makeSparseLocations(word, locations, locationCount);
+		locationCount+= RIVKey.nonZeros;
+		
+	}
+	
+	sparseRIV output = consolidateI2S(locations, locationCount);
+	
+	/* frequency records the number of words in this file */
+	output.frequency = locationCount/RIVKey.nonZeros;
+	output.boolean = 1;
+	return output;
+}
+
+sparseRIV consolidateI2S(int *implicit, size_t valueCount){
+	if(valueCount>RIVKey.I2SThreshold){
+		return consolidateI2SIndirect(implicit, valueCount);
+	}else{
+		return consolidateI2SDirect(implicit, valueCount);
+	}	
+	
+}
+void aggregateWord2D(denseRIV destination, char* word){
+	
+	//makeSparseLocations((unsigned char*)word, locationSlot, 0);
+	srand(wordtoSeed((unsigned char*)word));
+	for(int i=0; i<RIVKey.nonZeros; i++){
+
+		destination.values[(rand()%RIVKey.RIVsize)] +=1;
+		destination.values[(rand()%RIVKey.RIVsize)] -= 1;
+	}		
+}
+
+float cosCompare(denseRIV baseRIV, sparseRIV comparator){
+		
+	int dot = 0;
+	
+	int *values = comparator.values;
+	int *locations = comparator.locations;
+	int *locations_Stop = locations+comparator.count;
+		
+	while(locations<locations_Stop){
+		/* we calculate the dot-product to derive the cosine */
+		dot += (*values)*(*(baseRIV.values+(*locations)));
+		locations++;
+		values++;
+	}
+	float cosine = dot/(baseRIV.magnitude*comparator.magnitude);
+
+	return cosine;
+}
+
+float getMagnitudeSparse(sparseRIV input){
+	unsigned long long int temp = 0;
+	int *values = input.values;
+	int *values_stop = values+input.count;
+	while(values<values_stop){	
+		temp += (*values)*(*values);
+		values++;
+			
+	}
+	float magnitude = sqrt(temp);
+	input.magnitude = magnitude;
+	return magnitude;
+}
+
+denseRIV lexPull(char* word){
+	#if CACHESIZE > 0
+	
+	/* if there is a cache, first check if the word is cached */
+	srand(wordtoSeed((unsigned char*)word));
+	int hash = rand()%RIVKey.cacheSize;
+	if(!strcmp(word, RIVKey.RIVCache[hash].name)){
+		
+		/* if word is cached, pull from cache and exit */
+		return RIVKey.RIVCache[hash];
+	}
+	#endif /* CACHESIZE > 0 */
+	denseRIV output;
+	
+	
+	
+	char pathString[200];
+	
+	sprintf(pathString, "lexicon/%s", word);
+	FILE *lexWord = fopen(pathString, "rb");
+	
+	/* if this lexicon file already exists */
+	if(lexWord){
+		/* pull data from file */
+		output = fLexPull(lexWord);
+		fclose(lexWord);
+	}else{
+		/*if file does not exist, return a 0 vector */
+		output = denseAllocate();
+	}
+	
+	strcpy(output.name, word);
+	return output;
+}
+int lexPush(denseRIV RIVout){
+	//printf("%s\n", (*RIVout).name);
+	#if CACHESIZE == 0
+		fLexPush(RIVout);
+		return 0;
+	#else /* CACHESIZE != 0 */
+	
+		/* if our RIV was cached, there are two options (hopefully)
+		 * either the RIV is still cached, and the data has been updated to the cache
+		 * or the RIV was pushed out from under it, in which case it has already been pushed*/
+		 
+		if(RIVout.cached){
+			return 0;
+		}
+		
+		srand(wordtoSeed((unsigned char*)RIVout.name));
+		int hash = rand()%RIVKey.cacheSize;
+		
+		if(!RIVKey.RIVCache[hash].cached){
+			RIVKey.RIVCache[hash] = RIVout;
+			RIVKey.RIVCache[hash].cached = 1;
+			return 0;
+			
+		/*if the current RIV is more frequent than the RIV holding it's slot */
+		}else if(*(RIVout.frequency) > *(RIVKey.RIVCache[hash].frequency) ){
+			//scanf("%f", &(*RIVout).magnitude);
+			//printf("%s replacing %s\n", (*RIVout).name, RIVKey.RIVCache[hash].name);
+			/* push the current cache entry to a file */
+			int diag = fLexPush(RIVKey.RIVCache[hash]);
+			/* replace the cache entry with the currrent RIV */
+			
+			RIVKey.RIVCache[hash] = RIVout;
+			RIVKey.RIVCache[hash].cached = 1;
+			return diag;
+		}else{
+			/* push current RIV to file */
+			fLexPush(RIVout);
+		}
+		return 0;
+	#endif /* CACHESIZE == 0 */
+}
+
+sparseRIV fileToL2direct(FILE *data){;
+	unsigned char word[100] = {0};
+	denseRIV denseTemp;
+	// a temporary dense RIV is stored in the tempBlock 
+	denseTemp.values = RIVKey.h_tempBlock;
+	memset(RIVKey.h_tempBlock, 0, RIVSIZE*sizeof(int));
+	int count = 0;
+	while(fscanf(data, "%99s", word)){
+		count++;
+		if(feof(data)){
+			break;
+		}
+		if(!(*word)){
+			break;
+		}
+		
+		
+		// add word's L1 RIV to the accumulating implicit RIV 
+		aggregateWord2D(denseTemp, (char*)word);
+		
+	}
+	sparseRIV output = consolidateD2S(denseTemp.values);
+	
+	// frequency records the number of words in this file 
+	output.frequency = count;
+	output.boolean = 1;
+	return output;
+}
+

RIVunused.h

+int* mapS2D(int* destination, sparseRIV input); //#TODO fix int*/denseRIV confusion
+int* addI2D(int* destination, int* locations, size_t seedCount);
+/* cosine determines the "similarity" between two RIVs.  */
+float* cosineCompare(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount);
+/* magnitudes will be used later in cosine comparison */
+void getMagnitudes(sparseRIV *inputs, size_t RIVCount);
+unsigned char *sscanAdvance(unsigned char **string, unsigned char *word);//unused except in text2l2
+sparseRIV text2L2(unsigned char *text);//unused
+float* cosineCompareUnbound(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount);
+/*lexPush writes a denseRIV to a file of the same name, under the directory "lexicon"
+ * it is up to the programmer to ensure that the name of the RIV is a valid filename
+ * although it will of course attempt to create the file if it does not exist
+ */
+int* mapS2D(denseRIV destination, sparseRIV input){// #TODO fix destination parameter vs calloc of destination
+	// make sure our destination is a 0 vector 
+	memset(destination.values, 0, RIVKey.RIVsize*sizeof(int));
+	
+	int *locations_slider = input.locations;
+	int *values_slider = input.values;
+	int *locations_stop = locations_slider+input.count;
+	
+	// apply values at an index based on locations 
+	while(locations_slider<locations_stop){
+		destination[*locations_slider] = *values_slider;
+		locations_slider++;
+		values_slider++;
+	}
+	strcpy(destination.name, input.name);
+	*(destination.frequency) = input.frequency;
+	destination.magnitude = input.magnitude;
+	
+	return destination;
+}
+int* addI2D(int* destination, int *locations, size_t valueCount){// #TODO fix destination parameter vs calloc of destination
+	int *locations_slider = locations;
+	int *locations_stop = locations_slider+valueCount;
+
+	/*apply values +1 or -1 at an index based on locations */
+	while(locations_slider<locations_stop){
+	
+		destination[*locations_slider] +=1;
+		locations_slider++;
+		destination[*locations_slider] -= 1;
+		locations_slider++;
+	}
+	
+	
+	return destination;
+}
+float* cosineCompare(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount){
+	float *results = calloc(multiplierCount, sizeof(float));
+	float* results_slider = results;
+	int *baseDenseRIV = RIVKey.h_tempBlock;
+	memset(RIVKey.h_tempBlock, 0, RIVKey.RIVsize*sizeof(int));
+	addS2D(baseDenseRIV, baseRIV);
+	float cosine;
+	sparseRIV *multipliersStop = multipliers+multiplierCount;
+	
+	/* if two vectors are too different in size, we can ignore the risk of similarity */
+	float minsize = baseRIV.magnitude * .85;
+	float maxsize = baseRIV.magnitude * 1.15;
+	int dot = 0;
+	
+	int *values;
+	int *locations;
+	int *locations_Stop;
+	/* check the baseRIV against each multiplier */
+	while(multipliers<multipliersStop){
+		/* skip a pair if the multiplier has already been culled, or if
+		 * the size difference is too great */
+		if(((*multipliers).boolean) 
+		&& (((*multipliers).magnitude < maxsize) 
+		&& ((*multipliers).magnitude > minsize))){
+			
+			dot = 0;
+			values = (*multipliers).values;
+			locations = (*multipliers).locations;
+			locations_Stop = locations+(*multipliers).count;
+			
+			while(locations<locations_Stop){
+				/* we calculate the dot-product to derive the cosine */
+				dot += (*values)*(*(baseDenseRIV+(*locations)));
+				locations++;
+				values++;
+			}
+			/* magnitudes had better already be calculated at this point*/
+			cosine = dot/((baseRIV.magnitude)*((*multipliers).magnitude));
+			*results_slider = cosine;
+			results_slider++;
+			/* perform the action defined by the COSINEACTION macro */
+			COSINEACTION;
+		}
+		multipliers++;
+		
+	}
+	return results;
+}
+float* cosineCompareUnbound(sparseRIV baseRIV, sparseRIV *multipliers, size_t multiplierCount){
+	float *results = calloc(multiplierCount, sizeof(float));
+	float* results_slider = results;
+	int *baseDenseRIV = RIVKey.h_tempBlock;
+	memset(RIVKey.h_tempBlock, 0, RIVKey.RIVsize*sizeof(int));
+	addS2D(baseDenseRIV, baseRIV);
+	float cosine;
+	sparseRIV *multipliersStop = multipliers+multiplierCount;
+	
+	/* if two vectors are too different in size, we can ignore the risk of similarity */
+	int dot = 0;
+	
+	int *values;
+	int *locations;
+	int *locations_Stop;
+	/* check the baseRIV against each multiplier */
+	while(multipliers<multipliersStop){
+			
+		dot = 0;
+		values = (*multipliers).values;
+		locations = (*multipliers).locations;
+		locations_Stop = locations+(*multipliers).count;
+		
+		while(locations<locations_Stop){
+			/* we calculate the dot-product to derive the cosine */
+			dot += (*values)*(*(baseDenseRIV+(*locations)));
+			locations++;
+			values++;
+		}
+		/* magnitudes had better already be calculated at this point*/
+		cosine = dot/((baseRIV.magnitude)*((*multipliers).magnitude));
+		*results_slider = cosine;
+		results_slider++;
+		/* perform the action defined by the COSINEACTION macro */
+		COSINEACTION;
+	}
+	multipliers++;
+	
+
+	return results;
+}
+
+void getMagnitudes(sparseRIV *inputs, size_t RIVCount){
+	for(int i=0; i<RIVCount; i++){
+		unsigned long long int temp = 0;
+		int *values = inputs[i].values;
+		int *values_stop = values+inputs[i].count;
+		while(values<values_stop){	
+			temp += (*values)*(*values);
+			values++;
+				
+		}
+		float magnitude = sqrt(temp);
+		inputs[i].magnitude = magnitude;
+	}
+}
+
+

books/pg15193clean/1

-project gutenberg scientific american supplement no 
\ No newline at end of file

books/pg15193clean/10

-title scientific american supplement no february 
\ No newline at end of file

books/pg15193clean/100

-rate feet work 
\ No newline at end of file

books/pg15193clean/1000

-cities herculaneum pompeii several smaller towns on slope 
\ No newline at end of file

books/pg15193clean/1001

-mountain destroyed lava buried under mass 
\ No newline at end of file

books/pg15193clean/1002

-pumice stones ashes second 
\ No newline at end of file

books/pg15193clean/1003

-contiguous mountains in iceland in two enormous lava 
\ No newline at end of file

books/pg15193clean/1004

-streams one miles wide over ft deep other 
\ No newline at end of file

books/pg15193clean/1005

-scarcely inferior flowed first miles other till 
\ No newline at end of file

books/pg15193clean/1006

-reached sea pouring flood white hot lava 
\ No newline at end of file

books/pg15193clean/1007

-ocean destroying in paths killing in water 
\ No newline at end of file

books/pg15193clean/1008

-ocean fish mainstay inhabitants who 
\ No newline at end of file

books/pg15193clean/1009

-reduced disaster directly indirectly less 
\ No newline at end of file

books/pg15193clean/1010

-former strength third 
\ No newline at end of file

books/pg15193clean/1011

-in devastated such an immense area in java but all 
\ No newline at end of file

books/pg15193clean/1012

-eruptions known besides as mere childs play terrible one 
\ No newline at end of file

books/pg15193clean/1013

-krakatoa in 
\ No newline at end of file

books/pg15193clean/1015

-reader will examine map east indies will find 
\ No newline at end of file

books/pg15193clean/1016

-represented in straits lie between sumatra 
\ No newline at end of file

books/pg15193clean/1017

-java little island krakatoa in maps make before will 
\ No newline at end of file

books/pg15193clean/1018

-hunt in vain name like bull run before then 
\ No newline at end of file

books/pg15193clean/1019

-unknown fame though navigators who passed through straits knew 
\ No newline at end of file

books/pg15193clean/102

-vi educational competitive examinations 
\ No newline at end of file

books/pg15193clean/1020

-as beautiful tropical isle an extinct volcanic cone in 
\ No newline at end of file

books/pg15193clean/1021

-center in beginning however little well behaved 
\ No newline at end of file

books/pg15193clean/1022

-island showed symptoms wrath boded no good larger 
\ No newline at end of file

books/pg15193clean/1023

-islands in vicinity noted fine fruits 
\ No newline at end of file

books/pg15193clean/1024

-abounded famous picnic ground towns cities even 
\ No newline at end of file

books/pg15193clean/1025

-miles away subterranean rumblings mutterings 
\ No newline at end of file

books/pg15193clean/1026

-wrath became conspicuous people capital java 
\ No newline at end of file

books/pg15193clean/1027

-put steamboat requisition visited island in large 
\ No newline at end of file

books/pg15193clean/1028

-number time island constantly in slight tremor 
\ No newline at end of file

books/pg15193clean/1029

-subterranean roar like continue but distant mutterings 
\ No newline at end of file

books/pg15193clean/103

-interesting details famous examinations 
\ No newline at end of file

books/pg15193clean/1030

-thunder but crisis reached august am 
\ No newline at end of file

books/pg15193clean/1031

-beautiful sunday morning water straits 
\ No newline at end of file

books/pg15193clean/1032

-like sea glass as clear as crystal john in 
\ No newline at end of file

books/pg15193clean/1033

-apocalyptic vision speaks beauty morning enhanced 
\ No newline at end of file

books/pg15193clean/1034

-extraordinary transparency tropical air distant mountain 
\ No newline at end of file

books/pg15193clean/1035

-ranges seem so near seem possible strike 
\ No newline at end of file

books/pg15193clean/1036

-stone cast hand only mysterious rumblings mutterings 
\ No newline at end of file

books/pg15193clean/1037

-pent up forces beneath island disturbed breathless calm 
\ No newline at end of file

books/pg15193clean/1038

-silence lay on calm before terrible 
\ No newline at end of file

books/pg15193clean/1039

-mightiest most awful on record burst forth sudden 
\ No newline at end of file

books/pg15193clean/104

-consequences overworked competitors 
\ No newline at end of file

books/pg15193clean/1040

-night snatched away day eyes terrified beholders on 
\ No newline at end of file

books/pg15193clean/1041

-mainland but vivid play lightnings around ascending 
\ No newline at end of file

books/pg15193clean/1042

-column dust penetrated even deep obscurity distance 
\ No newline at end of file

books/pg15193clean/1043

-miles awful darkness stretched within circle diameter 
\ No newline at end of file

books/pg15193clean/1044

-miles while more less darkness reigned within circle 
\ No newline at end of file

books/pg15193clean/1045

-diameter three times as great within latter area dust 
\ No newline at end of file

books/pg15193clean/1046

-fall like snow sky breaking off limbs trees its weight 
\ No newline at end of file

books/pg15193clean/1047

-miles distant while in miles away scene 
\ No newline at end of file

books/pg15193clean/1048

-disaster fall depth several inches explosions 
\ No newline at end of file

books/pg15193clean/1049

-so loud as distinctly heard in miles away 
\ No newline at end of file

books/pg15193clean/1050

-sound like constant roar cannon in field 
\ No newline at end of file

books/pg15193clean/1051

-battle finally whole island blown pieces now came 
\ No newline at end of file

books/pg15193clean/1052

-most awful contest battle death between neptune 
\ No newline at end of file

books/pg15193clean/1053

-vulcan sea poured down chasm millions tons only 
\ No newline at end of file

books/pg15193clean/1054

-first converted vapor millions tons 
\ No newline at end of file

books/pg15193clean/1055

-seething white hot lava beneath over shores miles away waves 
\ No newline at end of file

books/pg15193clean/1056

-over ft high rolled such fury even 
\ No newline at end of file

books/pg15193clean/1057

-part bedrock swept away blocks stone tons 
\ No newline at end of file

books/pg15193clean/1058

-weight carry two miles inland on sumatra side 
\ No newline at end of file

books/pg15193clean/1059

-straits large vessel carry three miles inland wave 
\ No newline at end of file

books/pg15193clean/106

-vii electrical speed engine 
\ No newline at end of file

books/pg15193clean/1060

-course growing less in intensity traveled across whole indian 
\ No newline at end of file

books/pg15193clean/1061

-ocean miles cape good hope around 
\ No newline at end of file

books/pg15193clean/1062

-atlantic waves in atmosphere traveled around globe three 
\ No newline at end of file

books/pg15193clean/1063

-times rate miles hour dust volcano 
\ No newline at end of file

books/pg15193clean/1064

-carry up atmosphere fully twenty miles finest 
\ No newline at end of file

books/pg15193clean/1065

-distribute through whole body air reader doubtless 
\ No newline at end of file

books/pg15193clean/1066

-remembers beautiful reddish purple glow sunrise sunset 
\ No newline at end of file

books/pg15193clean/1067

-fully six months after august glow caused 
\ No newline at end of file

books/pg15193clean/1068

-volcanic dust in atmosphere interfering passage 
\ No newline at end of file

books/pg15193clean/1069

-suns rays upper part solar spectrum more manifest 
\ No newline at end of file

books/pg15193clean/107

-high speed compound engine running revolutions 
\ No newline at end of file

books/pg15193clean/1070

-sun rising setting other times day 
\ No newline at end of file

books/pg15193clean/1071

-periods suns rays have travel obliquely through 
\ No newline at end of file

books/pg15193clean/1072

-atmosphere consequently penetrating very deep layer 
\ No newline at end of file

books/pg15193clean/1073

-deprived all colors except red 
\ No newline at end of file

books/pg15193clean/1075

-loss life appalling last sight on earth 
\ No newline at end of file

books/pg15193clean/1076

-people awful eruption engulfed in ocean 
\ No newline at end of file

books/pg15193clean/1077

-covered heaps ashes few hours after eruption commenced 
\ No newline at end of file

books/pg15193clean/1078

-awful work done vast multitude had vanished off 
\ No newline at end of file

books/pg15193clean/1079

-face earth fact in neighborhood 
\ No newline at end of file

books/pg15193clean/108

-minute dynamo electric lighting 
\ No newline at end of file

books/pg15193clean/1080

-mountain there sparse population accounts there not being 
\ No newline at end of file

books/pg15193clean/1081

-even far greater loss life 
\ No newline at end of file

books/pg15193clean/1083

-notwithstanding awfulness volcanic earthquake phenomena 
\ No newline at end of file

books/pg15193clean/1084

-there some silver lining dark clouds prove 
\ No newline at end of file

books/pg15193clean/1085

-earth yet living planet centuries must pass away before 
\ No newline at end of file

books/pg15193clean/1086

-will become like dead water air life 
\ No newline at end of file

books/pg15193clean/1087

-satellite prophecy indeed earth must eventually 
\ No newline at end of file

books/pg15193clean/1088

-become all its life forces its internal energies dissipated 
\ No newline at end of file

books/pg15193clean/1089

-f foster min press 
\ No newline at end of file

books/pg15193clean/109

-illustrations 
\ No newline at end of file

books/pg15193clean/1096

-serpens 
\ No newline at end of file

books/pg15193clean/1099

-one five species himalayan plants recently 
\ No newline at end of file

books/pg15193clean/1100

-include in genus vaccinium new name ugly 
\ No newline at end of file

books/pg15193clean/1101

-enough make one wish vacciniums still 
\ No newline at end of file

books/pg15193clean/1102

-serpens most beautiful lot so far 
\ No newline at end of file

books/pg15193clean/1103

-as i know p only species in cultivation in 
\ No newline at end of file

books/pg15193clean/1104

-england former collected in himalayas about ten years ago 
\ No newline at end of file

books/pg15193clean/1105

-captain who forwarded grows flowers 
\ No newline at end of file

books/pg15193clean/1106

-freely under same treatment as suits cape heaths sir joseph 
\ No newline at end of file

books/pg15193clean/1107

-hooker says abundant on sikkim mountains 
\ No newline at end of file

books/pg15193clean/1108

-feet elevation usually grows on stout limbs 
\ No newline at end of file

books/pg15193clean/1109

-lofty trees in resembles many rhododendrons 
\ No newline at end of file

books/pg15193clean/111

-viii treatment rattlesnake bite permanganate 
\ No newline at end of file

books/pg15193clean/1110

-region have suggested epiphytic force 
\ No newline at end of file

books/pg15193clean/1111

-circumstances not choice on ground will have no 
\ No newline at end of file

books/pg15193clean/1112

-chance other vegetation will strangle starve 
\ No newline at end of file

books/pg15193clean/1113

-out remove struggle existence 
\ No newline at end of file

books/pg15193clean/1114

-once show preference rich soil plenty all 
\ No newline at end of file

books/pg15193clean/1115

-have lower part stem often swelling out 
\ No newline at end of file

books/pg15193clean/1116

-prostrate trunk as thick as mans leg sometimes sending 
\ No newline at end of file

books/pg15193clean/1117

-out stout branching roots cling tightly round limbs 
\ No newline at end of file

books/pg15193clean/1118

-tree grows swollen stems quite succulent 
\ No newline at end of file

books/pg15193clean/1119

-serve as reservoirs moisture nourishment in wet 
\ No newline at end of file

books/pg15193clean/112

-potassium based on nine successful 
\ No newline at end of file

books/pg15193clean/1120

-season push out new shoots grow rapidly wands three 
\ No newline at end of file

books/pg15193clean/1121

-four feet long clothed boxlike leave afterward 
\ No newline at end of file

books/pg15193clean/1122

-numerous pendulous flowers elegant in shape richly 
\ No newline at end of file

books/pg15193clean/1123

-colored five ribs running whole length 
\ No newline at end of file

books/pg15193clean/1124

-corolla color bright crimson deeper colored 
\ No newline at end of file

books/pg15193clean/1125

-veins as shown in illustration flowers almost 
\ No newline at end of file

books/pg15193clean/1126

-natural size remain fresh plant several weeks 
\ No newline at end of file

books/pg15193clean/1127

-beautiful appearance well grown specimen in flower may 
\ No newline at end of file

books/pg15193clean/1128

-seen accompanying sketch specimen 
\ No newline at end of file

books/pg15193clean/1129

-its best in july remained in bloom middle september 
\ No newline at end of file

books/pg15193clean/113

-amos w barber use powerful disinfectant 
\ No newline at end of file

books/pg15193clean/1132

-illustration serpens flowers nearly natural size 
\ No newline at end of file

books/pg15193clean/1134

-p also grown as greenhouse plant have 
\ No newline at end of file

books/pg15193clean/1135

-in cultivation about twenty years have larger leave 
\ No newline at end of file

books/pg15193clean/1136

-more bushy habit p serpens while flowers produce in 
\ No newline at end of file

books/pg15193clean/1137

-fascicles on old wood as large as here figured 
\ No newline at end of file

books/pg15193clean/1138

-but differ in color being whitish marks 
\ No newline at end of file

books/pg15193clean/1139

-both species may propagated cuttings plants thrive in 
\ No newline at end of file

books/pg15193clean/114

-proper treatment mode applying 
\ No newline at end of file

books/pg15193clean/1140

-sandy peat like plenty moisture all 
\ No newline at end of file

books/pg15193clean/1141

-watson in gardeners magazine 
\ No newline at end of file

books/pg15193clean/1143

-illustration serpens flowers deep crimson 
\ No newline at end of file

books/pg15193clean/1150

-perforation flowers 
\ No newline at end of file

books/pg15193clean/1153

-subject relations adaptations exist between 
\ No newline at end of file

books/pg15193clean/1154

-flowers insects do not appear excite as much popular 
\ No newline at end of file

books/pg15193clean/1155

-attention as many other branches natural science no more 
\ No newline at end of file

books/pg15193clean/1156

-interesting darwin hermann muller have chief 
\ No newline at end of file

books/pg15193clean/1157

-authors in give us present knowledge interest in study 
\ No newline at end of file

books/pg15193clean/1158

-sir john lubbock have helped popularize prof w 
\ No newline at end of file

books/pg15193clean/1159

-have carry on work in country 
\ No newline at end of file

books/pg15193clean/116

-ix joseph 
\ No newline at end of file

books/pg15193clean/1161

-perforation as well as fertilization flowers have received 
\ No newline at end of file

books/pg15193clean/1162

-attention but there wide field further study who 
\ No newline at end of file

books/pg15193clean/1163

-have leisure pursue as requires much time patience as 
\ No newline at end of file

books/pg15193clean/1164

-well as closeness accuracy observation 
\ No newline at end of file

books/pg15193clean/1166

-accompanying figures drawings mr ce show few 
\ No newline at end of file

books/pg15193clean/1167

-characteristic perforations mutilations also represent two 
\ No newline at end of file

books/pg15193clean/1168

-principal kinds insects make 
\ No newline at end of file

books/pg15193clean/117

-epochs probabilities present 
\ No newline at end of file

books/pg15193clean/1170

-any one interested in subject will find an excellent brief review 
\ No newline at end of file

books/pg15193clean/1171

-work already done fair bibliography list 
\ No newline at end of file

books/pg15193clean/1172

-perforated flowers in professor lh paper on 
\ No newline at end of file

books/pg15193clean/1173

-perforation flowers in transactions louis 
\ No newline at end of file

books/pg15193clean/1174

-academy science v 
\ No newline at end of file

books/pg15193clean/1176

-general beauty flowers usually not greatly marred 
\ No newline at end of file

books/pg15193clean/1177

-perforations except in few cases as spurs columbines 
\ No newline at end of file

books/pg15193clean/1178

-corollas trumpet creepers much torn frequently 
\ No newline at end of file

books/pg15193clean/1179

-happens 
\ No newline at end of file

books/pg15193clean/118

-climatic within records man 
\ No newline at end of file

books/pg15193clean/1181

-great object perforations insects obtaining 
\ No newline at end of file

books/pg15193clean/1182

-concealed nectar in an easy way very naturally flowers 
\ No newline at end of file

books/pg15193clean/1183

-depend on insect agency fertilization rarely produce seed 
\ No newline at end of file

books/pg15193clean/1184

-punctured not also enter in normal way perforating 
\ No newline at end of file

books/pg15193clean/1185

-only practiced small number species insects many 
\ No newline at end of file

books/pg15193clean/1186

-but not all do so tongues too 
\ No newline at end of file

books/pg15193clean/1187

-short reach nectar entering flower some obtain nectar 
\ No newline at end of file

books/pg15193clean/1188

-same kind flower both in normal way 
\ No newline at end of file

books/pg15193clean/1189

-perforating 
\ No newline at end of file

books/pg15193clean/1191

-chief flowers in part continent 
\ No newline at end of file

books/pg15193clean/1192

-least appear some kinds humble bees bombus carpenter 
\ No newline at end of file

books/pg15193clean/1193

-bees xylocopa insects have developed an unerring instinct as 
\ No newline at end of file

books/pg15193clean/1194

-proper point perforate corollas outside in 
\ No newline at end of file

books/pg15193clean/1195

-order readily get nectar holes make humble bees 
\ No newline at end of file

books/pg15193clean/1196

-carpenter bees usually quite different easily 
\ No newline at end of file

books/pg15193clean/1197

-distinguish 
\ No newline at end of file

books/pg15193clean/1199

-humble bees have short stout blunt jaws ill adapted 
\ No newline at end of file

books/pg15193clean/12

-author various 
\ No newline at end of file

books/pg15193clean/120

-eruption graphic description catastrophe 
\ No newline at end of file

books/pg15193clean/1200

-cutting perforations make apparently always 
\ No newline at end of file

books/pg15193clean/1201

-irregular in shape have jagged edges have stated 
\ No newline at end of file

books/pg15193clean/1202

-humble bees often bore through tubes corollas 
\ No newline at end of file

books/pg15193clean/1203

-but in all cases observed me mandibles first 
\ No newline at end of file

books/pg15193clean/1204

-bring use in effecting an opening noise caused 
\ No newline at end of file

books/pg15193clean/1205

-tearing often audible distance several feet 
\ No newline at end of file

books/pg15193clean/1207

-true jaws carpenter bees not any more prominent 
\ No newline at end of file

books/pg15193clean/1208

-better adapted making perforations 
\ No newline at end of file

books/pg15193clean/1209

-humble bees but behind jaws there pair long 
\ No newline at end of file

books/pg15193clean/121

-involving lives people 
\ No newline at end of file

books/pg15193clean/1210

-knifelike jointed organs seem 
\ No newline at end of file

books/pg15193clean/1211

-exclusively use on all ordinary occasions in making perforations 
\ No newline at end of file

books/pg15193clean/1212

-inner edges nearly straight bring 
\ No newline at end of file

books/pg15193clean/1213

-together form instrument 
\ No newline at end of file

books/pg15193clean/1214

-makes clean narrow longitudinal slit inserted in 
\ No newline at end of file

books/pg15193clean/1215

-flower shoved forward slits make often not 
\ No newline at end of file

books/pg15193clean/1216

-readily seen elasticity tissues some flowers 
\ No newline at end of file

books/pg15193clean/1217

-causes partially close again not in use instrument 
\ No newline at end of file

books/pg15193clean/1218

-can folded back so not conspicuous ordinary 
\ No newline at end of file

books/pg15193clean/1219

-observer usually see no difference between humble bees 
\ No newline at end of file

books/pg15193clean/1220

-carpenter bees but may readily distinguish little 
\ No newline at end of file

books/pg15193clean/1221

-close observation 
\ No newline at end of file

books/pg15193clean/1223

-illustration perforation flowers 
\ No newline at end of file

books/pg15193clean/1225

-xylocopa heads male female bombus head 
\ No newline at end of file

books/pg15193clean/1226

-dicentra showing punctures ribes ligustrum 
\ No newline at end of file

books/pg15193clean/1227

-lonicera caragana 
\ No newline at end of file

books/pg15193clean/1228

-andromeda japonica buddleia japonica 
\ No newline at end of file

books/pg15193clean/1229

-mertensia rhododendron corydalis 
\ No newline at end of file

books/pg15193clean/123

-x military military engineer 
\ No newline at end of file

books/pg15193clean/1232

-no doubt in some recorded cases perforations carpenter 
\ No newline at end of file

books/pg15193clean/1233

-bees have mistake humble bees heads all northern 
\ No newline at end of file

books/pg15193clean/1234

-humble bees rather narrow retreating 
\ No newline at end of file

books/pg15193clean/1235

-sides more less dense tuft hair between 
\ No newline at end of file

books/pg15193clean/1236

-abdomen as well as thorax always quite densely covered 
\ No newline at end of file

books/pg15193clean/1237

-hair may black yellowish in bands either 
\ No newline at end of file

books/pg15193clean/1238

-color possibly one two exceptions only species i have 
\ No newline at end of file

books/pg15193clean/1239

-seen doing puncturing bombus cresson 
\ No newline at end of file

books/pg15193clean/124

-col college lecture treating 
\ No newline at end of file

books/pg15193clean/1241

-carpenter bees xylocopa region have head 
\ No newline at end of file

books/pg15193clean/1242

-very broad square in front no noticeable hair between 
\ No newline at end of file

books/pg15193clean/1243

-heads male female differ strikingly in 
\ No newline at end of file

books/pg15193clean/1244

-male eyes lighter colored hardly half as far apart 
\ No newline at end of file

books/pg15193clean/1245

-as in female lower part face yellowish white 
\ No newline at end of file

books/pg15193clean/1246

-female have eyes smaller darker very far apart whole 
\ No newline at end of file

books/pg15193clean/1247

-face perfectly black abdomen broad shining 
\ No newline at end of file

books/pg15193clean/1248

-color very sparsely covered black hairs except on first 
\ No newline at end of file

books/pg15193clean/1249

-large segment nearest thorax on segment more dense 
\ No newline at end of file

books/pg15193clean/125

-special problems in fortifications sieges more 
\ No newline at end of file

books/pg15193clean/1250

-same tawny color as on thorax but 
\ No newline at end of file

books/pg15193clean/1251

-particularly character head amateur observer 
\ No newline at end of file

books/pg15193clean/1252

-may soon learn distinguish between xylocopa 
\ No newline at end of file

books/pg15193clean/1253

-bombus as work flowers also interesting 
\ No newline at end of file

books/pg15193clean/1254

-know xylocopas not so inclined sting as humble 
\ No newline at end of file

books/pg15193clean/1255

-bees males course being stinging organs may 
\ No newline at end of file

books/pg15193clean/1256

-handled impunity 
\ No newline at end of file

books/pg15193clean/1258

-other insects honey bees have said perforate flowers 
\ No newline at end of file

books/pg15193clean/1259

-but authentic instances rare doing much damage even 
\ No newline at end of file

books/pg15193clean/126

-pacific work surveys explorations 
\ No newline at end of file

books/pg15193clean/1260

-making holes i have only recorded single instance in 
\ No newline at end of file

books/pg15193clean/1261

-honey bee seen perforate fragile spurs 
\ No newline at end of file

books/pg15193clean/1262

-searching nectar quite commonly use perforations other 
\ No newline at end of file

books/pg15193clean/1263

-insects wasps other allied insects also perforate nectar 
\ No newline at end of file

books/pg15193clean/1264

-only observations being vespa puncturing cassandra an 
\ No newline at end of file

books/pg15193clean/1265

-andrena perforating spurs 
\ No newline at end of file

books/pg15193clean/1266

-biting holes close base on upper side 
\ No newline at end of file

books/pg15193clean/1267

-rhododendron flowers holes make some insects 
\ No newline at end of file

books/pg15193clean/1268

-often more less circular edges ravages 
\ No newline at end of file

books/pg15193clean/1269

-committed beetles other insects in devouring flowers 
\ No newline at end of file

books/pg15193clean/1270

-parts do not properly come under head perforations 
\ No newline at end of file

books/pg15193clean/1272

-question as cause handsome corollas trumpet 
\ No newline at end of file

books/pg15193clean/1273

-creeper being so often split torn have 
\ No newline at end of file

books/pg15193clean/1274

-accounted in various ways in published note on subject 
\ No newline at end of file

books/pg15193clean/1275

-humming birds ants have blamed humming birds being such 
\ No newline at end of file

books/pg15193clean/1276

-constant visitors flowers really seem as though 
\ No newline at end of file

books/pg15193clean/1277

-must authors mischief i have often watched 
\ No newline at end of file

books/pg15193clean/1278

-appeared as though pecking blossoms but 
\ No newline at end of file

books/pg15193clean/1279

-careful examinations both before after visits always 
\ No newline at end of file

books/pg15193clean/128

-xi sulphide 
\ No newline at end of file

books/pg15193clean/1280

-failed show any trace injury finally on july i 
\ No newline at end of file

books/pg15193clean/1281

-rewarded seeing number baltimore orioles vigorously pecking 
\ No newline at end of file

books/pg15193clean/1282

-tearing open lot fresh blossoms observation 
\ No newline at end of file

books/pg15193clean/1283

-afterward repeated oriole shall do not surprising 
\ No newline at end of file

books/pg15193clean/1284

-considering its known habits in relation some other flowers 
\ No newline at end of file

books/pg15193clean/1285

-jack 
\ No newline at end of file

books/pg15193clean/1287

-mr jack adds list sixteen plants flowers have seen 
\ No newline at end of file

books/pg15193clean/1288

-punctured carpenter bee seventeen flowers 
\ No newline at end of file

books/pg15193clean/1289

-punctured humble bee name more thirty other flowers 
\ No newline at end of file

books/pg15193clean/129

-probable new occurrence gold 
\ No newline at end of file

books/pg15193clean/1290

-have find perforated having seen identified 
\ No newline at end of file

books/pg15193clean/1291

-authors forest 
\ No newline at end of file

books/pg15193clean/1298

-electricity in horticulture 
\ No newline at end of file

books/pg15193clean/1301

-influence electricity vegetation have subject 
\ No newline at end of file

books/pg15193clean/1302

-numerous investigations some have make ascertain effects 
\ No newline at end of file

books/pg15193clean/1303

-electric current through soil ascertain 
\ No newline at end of file

books/pg15193clean/1304

-effect electric light growth through air 
\ No newline at end of file

books/pg15193clean/1305

-latter prof lh bailey cornell university 
\ No newline at end of file

books/pg15193clean/1306

-agricultural experiment station in bulletin no 
\ No newline at end of file

books/pg15193clean/1307

-horticultural department give an account experiments 
\ No newline at end of file

books/pg15193clean/1308

-electric light growth certain vegetables like endive 
\ No newline at end of file

books/pg15193clean/1309

-spinach radish certain flowers like heliotrope 
\ No newline at end of file

books/pg15193clean/131

-xii natural living jerboa in zoological 
\ No newline at end of file

books/pg15193clean/1310

-petunia verbena primula results interesting 
\ No newline at end of file

books/pg15193clean/1311

-somewhat variable forcing house experiments 
\ No newline at end of file

books/pg15193clean/1312

-carry on ft divided two portions 
\ No newline at end of file

books/pg15193clean/1313

-partition in one plants received light sun 
\ No newline at end of file

books/pg15193clean/1314

-day in darkness night in other received 
\ No newline at end of file

books/pg15193clean/1315

-sunlight in addition had benefit an arc light whole 
\ No newline at end of file

books/pg15193clean/1316

-part night experiment lasted january april 
\ No newline at end of file

books/pg15193clean/1317

-two years six weeks time first year naked 
\ No newline at end of file

books/pg15193clean/1318

-light balance time light protected an 
\ No newline at end of file

books/pg15193clean/1319

-ordinary white globe not purpose here enter any 
\ No newline at end of file

books/pg15193clean/132

-garden rare rodent south africa one seldom 
\ No newline at end of file

books/pg15193clean/1320

-great details but give general conclusions 
\ No newline at end of file

books/pg15193clean/1322

-effect naked light running all night hasten 
\ No newline at end of file

books/pg15193clean/1323

-maturity nearer plants being light greater being 
\ No newline at end of file

books/pg15193clean/1324

-acceleration lettuce spinach ran seed in 
\ No newline at end of file

books/pg15193clean/1325

-light house long before similar plants in dark an examination 
\ No newline at end of file

books/pg15193clean/1326

-spinach leave microscope showed same amount 
\ No newline at end of file

books/pg15193clean/1327

-starch in each but in electric light plants grains 
\ No newline at end of file

books/pg15193clean/1328

-larger had more distinct markings gave deeper color 
\ No newline at end of file

books/pg15193clean/1329

-iodine 
\ No newline at end of file

books/pg15193clean/133

-seen alive in captivity illustrations 
\ No newline at end of file

books/pg15193clean/1331

-lettuce find nearer plants light 
\ No newline at end of file

books/pg15193clean/1332

-worse effect conversely furthest away best 
\ No newline at end of file

books/pg15193clean/1333

-developed cress endive gave same results in case 
\ No newline at end of file

books/pg15193clean/1334

-latter some plants shaded light an iron post 
\ No newline at end of file

books/pg15193clean/1335

-grew better larger exposed its direct 
\ No newline at end of file

books/pg15193clean/1336

-rays average weight eight plants in full light 
\ No newline at end of file

books/pg15193clean/1337

-grains as opposed an average six plants in shade 
\ No newline at end of file

books/pg15193clean/1338

-grains radishes strongly attracted light moved 
\ No newline at end of file

books/pg15193clean/1339

-night day straightened up but moved 
\ No newline at end of file

books/pg15193clean/1340

-again light night plants nearest lamp make 
\ No newline at end of file

books/pg15193clean/1341

-poor growth nearly dead end six weeks averaging 
\ No newline at end of file

books/pg15193clean/1342

-weight plant top tuber find 
\ No newline at end of file

books/pg15193clean/1343

-grown in dark heavier in every instance grown in 
\ No newline at end of file

books/pg15193clean/1344

-light percentage marketable tubers 
\ No newline at end of file

books/pg15193clean/1345

-plants as opposed in 
\ No newline at end of file

books/pg15193clean/1346

-dark chemical analyses showed plants in light more 
\ No newline at end of file

books/pg15193clean/1347

-mature in dark much smaller dwarf 
\ No newline at end of file

books/pg15193clean/1348

-peas showed same facts in full light being smaller 
\ No newline at end of file

books/pg15193clean/1349

-in dark former bloomed week earlier latter 
\ No newline at end of file

books/pg15193clean/135

-xiii naval knot possibility 
\ No newline at end of file

books/pg15193clean/1350

-but production seed less being only about as 
\ No newline at end of file

books/pg15193clean/1351

-great 
\ No newline at end of file

books/pg15193clean/1353

-further experiments make excluding sun day 
\ No newline at end of file

books/pg15193clean/1354

-exposing plants diffused electric light only in all cases 
\ No newline at end of file

books/pg15193clean/1355

-radishes lettuce peas corn potatoes plants died in 
\ No newline at end of file

books/pg15193clean/1356

-about four weeks only little starch no chlorophyl find in 
\ No newline at end of file

books/pg15193clean/1357

-plants deprived sunlight only receiving electric light 
\ No newline at end of file

books/pg15193clean/1358

-thus experiments naked light showed conclusively 
\ No newline at end of file

books/pg15193clean/1359

-within range an ordinary forcing house naked arc light running 
\ No newline at end of file

books/pg15193clean/136

-fast ships long prospects difficulties 
\ No newline at end of file

books/pg15193clean/1360

-continuously through night injurious some plants in no 
\ No newline at end of file

books/pg15193clean/1361

-case did prove profitable 
\ No newline at end of file

books/pg15193clean/1363

-experiments light inclosed in white globe running all 
\ No newline at end of file

books/pg15193clean/1364

-night different in results effect much less 
\ No newline at end of file

books/pg15193clean/1365

-marked lettuce decidedly better in light house radishes 
\ No newline at end of file

books/pg15193clean/1366

-thrifty but did not produce as much as in dark house third 
\ No newline at end of file

books/pg15193clean/1367

-series experiments naked light running part night 
\ No newline at end of file

books/pg15193clean/1368

-only also make radishes peas lettuce many flowers 
\ No newline at end of file

books/pg15193clean/1369

-experimented lettuce greatly benefited light 
\ No newline at end of file

books/pg15193clean/1370

-three weeks after transplanting feb told both 
\ No newline at end of file

books/pg15193clean/1371

-varieties in lighthouse fully cent in advance 
\ No newline at end of file

books/pg15193clean/1372

-in dark house in size color other characters 
\ No newline at end of file

books/pg15193clean/1373

-plants fully as good plants had received time 
\ No newline at end of file

books/pg15193clean/1374

-hours electric light just month later first heads 
\ No newline at end of file

books/pg15193clean/1375

-sold light house but six weeks later first 
\ No newline at end of file

books/pg15193clean/1376

-heads sold dark house in other word electric 
\ No newline at end of file

books/pg15193clean/1377

-light plants two weeks ahead gain had 
\ No newline at end of file

books/pg15193clean/1378

-purchased hours electric light worth current prices 
\ No newline at end of file

books/pg15193clean/1379

-street lighting about 
\ No newline at end of file

books/pg15193clean/138

-xiv railroad steam street railway 
\ No newline at end of file

books/pg15193clean/1381

-experiment repeated same results in second 
\ No newline at end of file

books/pg15193clean/1382

-experiment plants receiving hours electric light 
\ No newline at end of file

books/pg15193clean/1383

-costing ready market ten days before plants in 
\ No newline at end of file

books/pg15193clean/1384

-dark house influence light color flowers 
\ No newline at end of file

books/pg15193clean/1385

-variable tulips colors lighted plants deeper 
\ No newline at end of file

books/pg15193clean/1386

-richer but faded after four five days 
\ No newline at end of file

books/pg15193clean/1387

-verbenas injured in every case being shorter growth 
\ No newline at end of file

books/pg15193clean/1388

-losing flowers sooner in dark house scarlet 
\ No newline at end of file

books/pg15193clean/1389

-dark red blue pink flowers within three feet light soon 
\ No newline at end of file

books/pg15193clean/139

-noiseless motor build steel on trial in chicago illustration 
\ No newline at end of file

books/pg15193clean/1390

-turned grayish white chinese primulas seven feet light 
\ No newline at end of file

books/pg15193clean/1391

-unaffected but four feet away changed lilac colors 
\ No newline at end of file

books/pg15193clean/1392

-bleached pure white light struck fairly an 
\ No newline at end of file

books/pg15193clean/1393

-elaborate series tables effect light give in 
\ No newline at end of file

books/pg15193clean/1394

-paper author believes possible electric light may 
\ No newline at end of file

books/pg15193clean/1395

-use some day pecuniary advantage in floricultural establishments 
\ No newline at end of file

books/pg15193clean/1397

-experiments naturally open up many questions will 
\ No newline at end of file

books/pg15193clean/1398

-most importance practical man will such as relate 
\ No newline at end of file

books/pg15193clean/1399

-benefits derived use electric light 
\ No newline at end of file

books/pg15193clean/14

-release date february 
\ No newline at end of file

books/pg15193clean/1400

-electricity have great effect vegetation can no longer 
\ No newline at end of file

books/pg15193clean/1401

-denied remains now ascertain use force 
\ No newline at end of file

books/pg15193clean/1402

-most economy best advantage its use early vegetables 
\ No newline at end of file

books/pg15193clean/1403

-will make earlier bright flowers make brighter will 
\ No newline at end of file

books/pg15193clean/1404

-question only short time before will come general use 
\ No newline at end of file

books/pg15193clean/1405

-student plant physiology there also many questions 
\ No newline at end of file

books/pg15193clean/1406

-interest but not intention enter prof 
\ No newline at end of file

books/pg15193clean/1407

-baileys general conclusions in part as follows there 
\ No newline at end of file

books/pg15193clean/1408

-few points clear electric light promotes assimilation 
\ No newline at end of file

books/pg15193clean/1409

-often hastens growth maturity capable producing 
\ No newline at end of file

books/pg15193clean/141

-xv sanitary means purifying 
\ No newline at end of file

books/pg15193clean/1410

-natural flavors colors in fruits often intensifies colors 
\ No newline at end of file

books/pg15193clean/1411

-flowers sometimes increases production flowers 
\ No newline at end of file

books/pg15193clean/1412

-experiments show periods darkness not necessary 
\ No newline at end of file

books/pg15193clean/1413

-growth development plants there every reason therefore 
\ No newline at end of file

books/pg15193clean/1414

-suppose electric light can profitably use in growing 
\ No newline at end of file

books/pg15193clean/1415

-plants only necessary overcome difficulties 
\ No newline at end of file

books/pg15193clean/1416

-chief injurious influences plants near 
\ No newline at end of file

books/pg15193clean/1417

-light too rapid hastening maturity in some species in 
\ No newline at end of file

books/pg15193clean/1418

-short whole series practical adjustments conditions 
\ No newline at end of file

books/pg15193clean/1419

-individual circumstances thus far sure have learned more 
\ No newline at end of file

books/pg15193clean/142

-filtering processes subsidence treatment 
\ No newline at end of file

books/pg15193clean/1420

-injurious effects beneficial ones but only 
\ No newline at end of file

books/pg15193clean/1421

-means acquiring definite facts concerning whole 
\ No newline at end of file

books/pg15193clean/1422

-influence electric light vegetation in some cases 
\ No newline at end of file

books/pg15193clean/1423

-notably in lettuce tests light have already find 
\ No newline at end of file

books/pg15193clean/1424

-useful adjunct forcing establishments highly probable 
\ No newline at end of file

books/pg15193clean/1425

-there certain times in life plant 
\ No newline at end of file

books/pg15193clean/1426

-electric light will prove particularly helpful many experiments 
\ No newline at end of file

books/pg15193clean/1427

-show injury follows its use critical time 
\ No newline at end of file

books/pg15193clean/1428

-losing its support seed beginning 
\ No newline at end of file

books/pg15193clean/1429

-shift other experiments show good results follow 
\ No newline at end of file

books/pg15193clean/143

-water 
\ No newline at end of file

books/pg15193clean/1430

-its later use on whole i am inclined siemens 
\ No newline at end of file

books/pg15193clean/1431

-view there future 
\ No newline at end of file

books/pg15193clean/1433

-joseph p james 
\ No newline at end of file

books/pg15193clean/1434

-washington jan 
\ No newline at end of file

books/pg15193clean/1441

-electricity in agriculture clarence d warner 
\ No newline at end of file

books/pg15193clean/1444

-well known currents electricity exist in atmosphere 
\ No newline at end of file

books/pg15193clean/1445

-clouds charged discharged there constant change 
\ No newline at end of file

books/pg15193clean/1446

-electricity earth air air earth latter being 
\ No newline at end of file

books/pg15193clean/1447

-great reservoir all electricity hills mountain peaks trees 
\ No newline at end of file

books/pg15193clean/1448

-high chimneys spires in fact all points elevated above earths 
\ No newline at end of file

books/pg15193clean/1449

-surface assist greatly in charging discharging atmosphere 
\ No newline at end of file

books/pg15193clean/145

-xvi caustic soda on 
\ No newline at end of file

books/pg15193clean/1450

-again two iron rods driven earth connected 
\ No newline at end of file

books/pg15193clean/1451

-copper wire an electrometer in circuit instrument 
\ No newline at end of file

books/pg15193clean/1452

-almost immediately affected showing currents electricity 
\ No newline at end of file

books/pg15193clean/1453

-running through ground now function 
\ No newline at end of file

books/pg15193clean/1454

-atmospheric ground electric currents many scientists agree 
\ No newline at end of file

books/pg15193clean/1455

-certain forms precipitation due electrical action but 
\ No newline at end of file

books/pg15193clean/1456

-observations have led me believe conclusively electricity 
\ No newline at end of file

books/pg15193clean/1457

-potent factor in economy nature have more do 
\ No newline at end of file

books/pg15193clean/1458

-growth development plants have hitherto known 
\ No newline at end of file

books/pg15193clean/1459

-davy succeeded in decomposition alkalies potash soda 
\ No newline at end of file

books/pg15193clean/146

-experiments on action lye on wood various 
\ No newline at end of file

books/pg15193clean/1460

-means electric currents in laboratories water ternary 
\ No newline at end of file

books/pg15193clean/1461

-compounds rapidly decomposed battery may reasonably 
\ No newline at end of file

books/pg15193clean/1462

-suppose effected in laboratories artificial 
\ No newline at end of file

books/pg15193clean/1463

-means takes place in great laboratory nature on grander 
\ No newline at end of file

books/pg15193clean/1464

-more extended scale 
\ No newline at end of file

books/pg15193clean/1466

-plant food carry throughout plant means flow 
\ No newline at end of file

books/pg15193clean/1467

-sap currents circulate through all rootlets center as 
\ No newline at end of file

books/pg15193clean/1468

-in stalk carrying tiny burdens various elements 
\ No newline at end of file

books/pg15193clean/1469

-depositing in proper places phenomenon 
\ No newline at end of file

books/pg15193clean/147

-pressures 
\ No newline at end of file

books/pg15193clean/1470

-circulation due electricity doubted most plants grow 
\ No newline at end of file

books/pg15193clean/1471

-more rapidly night in day may not following 
\ No newline at end of file

books/pg15193clean/1472

-reason 
\ No newline at end of file

books/pg15193clean/1474

-have already mentioned electric currents pass air earth 
\ No newline at end of file

books/pg15193clean/1475

-vice night plant generally covered dew 
\ No newline at end of file

books/pg15193clean/1476

-plant become good conductor consequently currents 
\ No newline at end of file

books/pg15193clean/1477

-electricity pass each through medium 
\ No newline at end of file

books/pg15193clean/1478

-passage convert soil elements plant food stimulate upward 
\ No newline at end of file

books/pg15193clean/1479

-currents gather up dissolved elements carry 
\ No newline at end of file

books/pg15193clean/1480

-proper places 
\ No newline at end of file

books/pg15193clean/1482

-time electricity became science much research have 
\ No newline at end of file

books/pg15193clean/1483

-make determine its effect any plant growth earlier 
\ No newline at end of file

books/pg15193clean/1484

-investigations gave in many cases contradictory results 
\ No newline at end of file

books/pg15193clean/1485

-due lack knowledge science on part one 
\ No newline at end of file

books/pg15193clean/1486

-performing experiments some defect in technical 
\ No newline at end of file

books/pg15193clean/1487

-applications not prepared say but do know 
\ No newline at end of file

books/pg15193clean/1488

-such men as other eminent physicists 
\ No newline at end of file

books/pg15193clean/1489

-affirmed electricity favored germination seeds 
\ No newline at end of file

books/pg15193clean/149

-burn brick crude oil use petroleum in 
\ No newline at end of file

books/pg15193clean/1490

-accelerated growth plants while on other hand 
\ No newline at end of file

books/pg15193clean/1491

-other savants denied existence 
\ No newline at end of file

books/pg15193clean/1492

-electric influence heated controversies animated discussions 
\ No newline at end of file

books/pg15193clean/1493

-attending opposing theories stimulated more careful thorough 
\ No newline at end of file

books/pg15193clean/1494

-investigations establish beyond doubt electricity have 
\ No newline at end of file

books/pg15193clean/1495

-beneficial effect on vegetation sir davy humboldt wollaston 
\ No newline at end of file

books/pg15193clean/1496

-becquerel occupied theoretical side 
\ No newline at end of file

books/pg15193clean/1497

-question but not till after practical 
\ No newline at end of file

books/pg15193clean/1498

-undertaken suggested use gigantic electrostatic 
\ No newline at end of file

books/pg15193clean/1499

-machines but attempts fruitless methods most generally 
\ No newline at end of file

books/pg15193clean/150

-brick advantages cleanliness cheapness 
\ No newline at end of file

books/pg15193clean/1500

-adopted in experiments consisted two metallic copper 
\ No newline at end of file

books/pg15193clean/1501

-one in soil connected wire 
\ No newline at end of file

books/pg15193clean/1502

-employed method in england in use same in 
\ No newline at end of file

books/pg15193clean/1503

-scotland in year in germany surrounded field 
\ No newline at end of file

books/pg15193clean/1504

-network wires experiments showed electricity 
\ No newline at end of file

books/pg15193clean/1505

-increased return root crops while grass perished near 
\ No newline at end of file

books/pg15193clean/1506

-electrodes plants developed use electricity 
\ No newline at end of file

books/pg15193clean/1507

-inferior grown under its influence came 
\ No newline at end of file

books/pg15193clean/1508

-conclusion seeds germinated more rapidly buckwheat gave 
\ No newline at end of file

books/pg15193clean/1509

-larger returns in all other cases electric current produce no 
\ No newline at end of file

books/pg15193clean/1510

-result professor fife in england in germany carry 
\ No newline at end of file

books/pg15193clean/1511

-on experiments same time but negative results 
\ No newline at end of file

books/pg15193clean/1512

-scientists advised complete abandonment applying electricity 
\ No newline at end of file

books/pg15193clean/1513

-agriculture after some years had elapsed began series 
\ No newline at end of file

books/pg15193clean/1514

-experiments in same direction employed battery two 
\ No newline at end of file

books/pg15193clean/1515

-wires placed in soil parallel each other between 
\ No newline at end of file

books/pg15193clean/1516

-wires planted peas grass barley in every case 
\ No newline at end of file

books/pg15193clean/1517

-crop showed an increase thirteen cent 
\ No newline at end of file

books/pg15193clean/1518

-compared ordinary methods cultivation 
\ No newline at end of file

books/pg15193clean/152

-chlorine gas soda electrolytic decomposition 
\ No newline at end of file

books/pg15193clean/1520

-fischer waldheim believing atmospheric electricity aid much in 
\ No newline at end of file

books/pg15193clean/1521

-growth development plants make following tests 
\ No newline at end of file

books/pg15193clean/1523

-placed metallic supports number about sixty around each 
\ No newline at end of file

books/pg15193clean/1524

-hectare acres loam supports provided 
\ No newline at end of file

books/pg15193clean/1525

-summits electrical accumulators in form crowns surmounted 
\ No newline at end of file

books/pg15193clean/1526

-teeth collectors united metallic connection 
\ No newline at end of file

books/pg15193clean/1527

-result culture applied cereals increase crop 
\ No newline at end of file

books/pg15193clean/1528

-half 
\ No newline at end of file

books/pg15193clean/153

-common salt solution chlorine caustic soda 
\ No newline at end of file

books/pg15193clean/1530

-following experiment also tried metallic plates 
\ No newline at end of file

books/pg15193clean/1531

-centimeters forty centimeters placed in soil plates 
\ No newline at end of file

books/pg15193clean/1532

-alternately zinc copper placed about thirty meters 
\ No newline at end of file

books/pg15193clean/1533

-apart connected two two wire result increase 
\ No newline at end of file

books/pg15193clean/1534

-twofold fourfold production certain garden plants mr 
\ No newline at end of file

books/pg15193clean/1535

-fischer says evidently proved electricity aids in 
\ No newline at end of file

books/pg15193clean/1536

-more complete breaking up soil constituents finally says 
\ No newline at end of file

books/pg15193clean/1537

-plants thus treated mature more quickly almost always 
\ No newline at end of file

books/pg15193clean/1538

-perfectly healthy not affected fungoid growth 
\ No newline at end of file

books/pg15193clean/154

-on commercial scale 
\ No newline at end of file

books/pg15193clean/1540

-later n inspired results arrived 
\ No newline at end of file

books/pg15193clean/1541

-predecessors led investigate influence electricity on 
\ No newline at end of file

books/pg15193clean/1542

-plants in every stage development results 
\ No newline at end of file

books/pg15193clean/1543

-experiments most satisfactory practical interest began 
\ No newline at end of file

books/pg15193clean/1544

-submitting different seeds action an electric current 
\ No newline at end of file

books/pg15193clean/1545

-find development rendered more rapid complete 
\ No newline at end of file

books/pg15193clean/1546

-experimented seeds haricot beans sunflowers winter 
\ No newline at end of file

books/pg15193clean/1547

-spring rye two lots twelve groups one hundred twenty 
\ No newline at end of file

books/pg15193clean/1548

-seeds each plunged water swelled while wet 
\ No newline at end of file

books/pg15193clean/1549

-seeds introduced long glass cylinders open both 
\ No newline at end of file

books/pg15193clean/1550

-ends copper disks pressed seeds disks 
\ No newline at end of file

books/pg15193clean/1551

-connected poles an induction coil current keep on 
\ No newline at end of file

books/pg15193clean/1552

-one two minutes immediately afterward seeds sown 
\ No newline at end of file

books/pg15193clean/1553

-temperature keep fahrenheit 
\ No newline at end of file

books/pg15193clean/1554

-experiments repeated four times following table shows 
\ No newline at end of file

books/pg15193clean/1555

-results 
\ No newline at end of file

books/pg15193clean/1557

-peas beans barley sunflowers 
\ No newline at end of file

books/pg15193clean/1558

-days days days days 
\ No newline at end of file

books/pg15193clean/1559

-electrified seeds developed in 
\ No newline at end of file

books/pg15193clean/156

-enameled letters manufacture separate 
\ No newline at end of file

books/pg15193clean/1560

-seeds developed in 
\ No newline at end of file

books/pg15193clean/1562

-also observed plants coming electrified seeds 
\ No newline at end of file

books/pg15193clean/1563

-better developed leave much larger color 
\ No newline at end of file

books/pg15193clean/1564

-brighter in plants growing seeds 
\ No newline at end of file

books/pg15193clean/1565

-current did not affect yield 
\ No newline at end of file

books/pg15193clean/1567

-botanical gardens following experiment tried 
\ No newline at end of file

books/pg15193clean/1569

-large plates zinc copper meter meter 
\ No newline at end of file

books/pg15193clean/157

-enameled letters as conducted in london illustrations 
\ No newline at end of file

books/pg15193clean/1570

-placed in soil connected wires so arranged 
\ No newline at end of file

books/pg15193clean/1571

-current passed through ground arrangement really 
\ No newline at end of file

books/pg15193clean/1572

-battery zinc earth copper method applied pot 
\ No newline at end of file

books/pg15193clean/1573

-herbs flowering plants also growing garden produce 
\ No newline at end of file

books/pg15193clean/1574

-in latter case result large crop vegetables 
\ No newline at end of file

books/pg15193clean/1575

-grown enormous size 
\ No newline at end of file

books/pg15193clean/1577

-extensive experiments in also make 
\ No newline at end of file

books/pg15193clean/1578

-russia plots earth sown rye corn oats barley peas 
\ No newline at end of file

books/pg15193clean/1579

-clover flax around respective plots placed insulating 
\ No newline at end of file

books/pg15193clean/1580

-rods on top latter 
\ No newline at end of file

books/pg15193clean/1581

-connected means wires atmospheric electricity thus 
\ No newline at end of file

books/pg15193clean/1582

-collected above seeds latter matured in highly 
\ No newline at end of file

books/pg15193clean/1583

-electrified atmosphere plots submitted identical 
\ No newline at end of file

books/pg15193clean/1584

-conditions experiments carry on five years 
\ No newline at end of file

books/pg15193clean/1585

-results showed considerable increase in yield seed straw 
\ No newline at end of file

books/pg15193clean/1586

-ripening more rapid barley ripened nearly two weeks 
\ No newline at end of file

books/pg15193clean/1587

-earlier potatoes grown latter method 
\ No newline at end of file

books/pg15193clean/1588

-seldom diseased only cent cent 
\ No newline at end of file

books/pg15193clean/1589

-ordinary culture 
\ No newline at end of file

books/pg15193clean/159

-mechanical rubber goods corrugated 
\ No newline at end of file

books/pg15193clean/1591

-school forestry nancy find experiment 
\ No newline at end of file

books/pg15193clean/1592

-electrical tension always existing between upper air soil 
\ No newline at end of file

books/pg15193clean/1593

-stimulated growth find plants protected influence 
\ No newline at end of file

books/pg15193clean/1594

-less vigorous subject 
\ No newline at end of file

books/pg15193clean/1596

-also believing passage electricity air 
\ No newline at end of file

books/pg15193clean/1597

-through vine earth will stimulate growth selected certain 
\ No newline at end of file

books/pg15193clean/1598

-number vines all same variety all in same condition 
\ No newline at end of file

books/pg15193clean/1599

-health development sixteen vines submitted experiment 
\ No newline at end of file

books/pg15193clean/16

-language english 
\ No newline at end of file

books/pg15193clean/160

-matting packing jar production 
\ No newline at end of file

books/pg15193clean/1600

-sixteen left natural influences in ends vines 
\ No newline at end of file

books/pg15193clean/1601

-under treatment pointed platinum wires inserted 
\ No newline at end of file

books/pg15193clean/1602

-attached copper wires leading tops tall poles near 
\ No newline at end of file

books/pg15193clean/1603

-vines base same vines other platinum wires 
\ No newline at end of file

books/pg15193clean/1604

-inserted connected copper wires soil close 
\ No newline at end of file

books/pg15193clean/1605

-experiment began april lasted till september 
\ No newline at end of file

books/pg15193clean/1606

-wood leave fruit both set vines submitted 
\ No newline at end of file

books/pg15193clean/1607

-careful analysis following results 
\ No newline at end of file

books/pg15193clean/1609

-conductor conductor 
\ No newline at end of file

books/pg15193clean/1611

-moisture cent 
\ No newline at end of file

books/pg15193clean/1612

-sugar 
\ No newline at end of file

books/pg15193clean/1613

-tartaric acid 
\ No newline at end of file

books/pg15193clean/1614

-bitartrate potash 
\ No newline at end of file

books/pg15193clean/1616

-thus see percentage moisture sugar greater 
\ No newline at end of file

books/pg15193clean/1617

-undesirable acid lower in vines subject electrical 
\ No newline at end of file

books/pg15193clean/1618

-influences in left natural conditions there also 
\ No newline at end of file

books/pg15193clean/1619

-experiments prove beneficial effects electricity on vines 
\ No newline at end of file

books/pg15193clean/1620

-attacked phylloxera 
\ No newline at end of file

books/pg15193clean/1622

-following experiments make station several plots 
\ No newline at end of file

books/pg15193clean/1623

-prepared in greenhouse all had same kind 
\ No newline at end of file

books/pg15193clean/1624

-soil subjected like influences conditions frames in 
\ No newline at end of file

books/pg15193clean/1625

-form parallelogram about three feet two feet put 
\ No newline at end of file

books/pg15193clean/1626

-together across narrow way run copper wires in series 
\ No newline at end of file

books/pg15193clean/1627

-four nine strands each series separated space about four 
\ No newline at end of file

books/pg15193clean/1628

-inches wide strands space inch frames 
\ No newline at end of file

books/pg15193clean/1629

-buried in soil plot little depth so 
\ No newline at end of file

books/pg15193clean/1630

-roots garden plants set will come in contact wires 
\ No newline at end of file

books/pg15193clean/1631

-supposition being currents electricity passing along 
\ No newline at end of file

books/pg15193clean/1632

-wires will decompose its constituents plant food in 
\ No newline at end of file

books/pg15193clean/1633

-vicinity roots more readily prepare plants two 
\ No newline at end of file

books/pg15193clean/1634

-electric gardens thus prepared each furnished two common 
\ No newline at end of file

books/pg15193clean/1635

-battery cells so arranged as allow continuous currents pass 
\ No newline at end of file

books/pg15193clean/1636

-through each series wires near each electric garden plot 
\ No newline at end of file

books/pg15193clean/1637

-prepared in same manner save electrical apparatus will 
\ No newline at end of file

books/pg15193clean/1638

-call two gardens b 
\ No newline at end of file

books/pg15193clean/1640

-place choose experiments in part greenhouse 
\ No newline at end of file

books/pg15193clean/1641

-give up largely raising lettuce gardens 
\ No newline at end of file

books/pg15193clean/1642

-located much trouble mildew had experienced 
\ No newline at end of file

books/pg15193clean/1643

-reason choice location notice any effect 
\ No newline at end of file

books/pg15193clean/1644

-electricity mildew disease being as well known 
\ No newline at end of file

books/pg15193clean/1645

-source much trouble who desire grow early lettuce 
\ No newline at end of file

books/pg15193clean/1646

-soil carefully prepared material taken pile loam 
\ No newline at end of file

books/pg15193clean/1647

-commonly use in plant house 
\ No newline at end of file

books/pg15193clean/1649

-garden located mildew had most detrimental 
\ No newline at end of file

books/pg15193clean/1650

-experiments began first january closed first april 
\ No newline at end of file

books/pg15193clean/1651

-garden fifteen lettuce plants head variety 
\ No newline at end of file

books/pg15193clean/1652

-selected all same size same degree vitality as 
\ No newline at end of file

books/pg15193clean/1653

-nearly as determine plants set directly over 
\ No newline at end of file

books/pg15193clean/1654

-wires so roots in contact latter plants 
\ No newline at end of file

books/pg15193clean/1655

-well watered cared as in ordinary culture fluid 
\ No newline at end of file

books/pg15193clean/1656

-in battery cells renew time time current 
\ No newline at end of file

books/pg15193clean/1657

-electricity might not become too feeble close 
\ No newline at end of file

books/pg15193clean/1658

-experiments following results noted 
\ No newline at end of file

books/pg15193clean/1660

-five plants died mildew well developed 
\ No newline at end of file

books/pg15193clean/1661

-heads large largest heads over greatest number wires 
\ No newline at end of file

books/pg15193clean/1662

-nearest electrodes further noticed healthiest 
\ No newline at end of file

books/pg15193clean/1663

-largest plants as soon as current became feeble ceased 
\ No newline at end of file

books/pg15193clean/1664

-altogether began affected mildew on examining roots 
\ No newline at end of file

books/pg15193clean/1665

-plants find had grown about wires as 
\ No newline at end of file

books/pg15193clean/1666

-there find greatest amount nourishment roots 
\ No newline at end of file

books/pg15193clean/1667

-healthy in no way appeared have injured current 
\ No newline at end of file

books/pg15193clean/1668

-but rather much benefited electrical influences 
\ No newline at end of file

books/pg15193clean/167

-living jerboa in zoological garden berlin 
\ No newline at end of file

books/pg15193clean/1670

-garden prepared another plot same dimensions 
\ No newline at end of file

books/pg15193clean/1671

-having same kind soil treated in like manner as first 
\ No newline at end of file

books/pg15193clean/1672

-but electrical apparatus wires wanting close 
\ No newline at end of file

books/pg15193clean/1673

-experiments only three plants had partially developed two 
\ No newline at end of file

books/pg15193clean/1674

-nearly destroyed only free 
\ No newline at end of file

books/pg15193clean/1675

-disease results therefore show healthiest largest 
\ No newline at end of file

books/pg15193clean/1676

-plants grew in electric plot 
\ No newline at end of file

books/pg15193clean/1678

-in second experiment call b twenty plants same 
\ No newline at end of file

books/pg15193clean/1679

-variety lettuce equal size taken treatment give 
\ No newline at end of file

books/pg15193clean/1680

-same as plants in plot received five plants only 
\ No newline at end of file

books/pg15193clean/1681

-remained unaffected mildew seven died disease 
\ No newline at end of file

books/pg15193clean/1682

-half grown rest quite well developed but last 
\ No newline at end of file

books/pg15193clean/1683

-part experiment began affected several heads large 
\ No newline at end of file

books/pg15193clean/1684

-largest being over greatest number wires nearest 
\ No newline at end of file

books/pg15193clean/1685

-electrodes examination roots disclosed same phenomena as 
\ No newline at end of file

books/pg15193clean/1686

-in 
\ No newline at end of file

books/pg15193clean/1688

-near plot b also set twenty other plants subjected like 
\ No newline at end of file

books/pg15193clean/1689

-conditions as first but electricity all but one died 
\ No newline at end of file

books/pg15193clean/1690

-mildew before half grown solitary plant 
\ No newline at end of file

books/pg15193clean/1691

-survived being only partly developed close experiment 
\ No newline at end of file

books/pg15193clean/1692

-even badly affected disease 
\ No newline at end of file

books/pg15193clean/1694

-considered results in favor electricity 
\ No newline at end of file

books/pg15193clean/1695

-plants subjected greatest electrical influence hardier 
\ No newline at end of file

books/pg15193clean/1696

-healthier larger had better color much less affected 
\ No newline at end of file

books/pg15193clean/1697

-mildew experiments make various grasses 
\ No newline at end of file

books/pg15193clean/1698

-but no marked results obtained 
\ No newline at end of file

books/pg15193clean/170

-like other strangely formed quadrupeds jerboas counted 
\ No newline at end of file

books/pg15193clean/1700

-question will naturally arise there may not limit 
\ No newline at end of file

books/pg15193clean/1701

-reached electricity will completely overcome attack 
\ No newline at end of file

books/pg15193clean/1702

-mildew stimulate plant healthy vigorous condition 
\ No newline at end of file

books/pg15193clean/1703

-throughout its entire growth fact hardiest 
\ No newline at end of file

books/pg15193clean/1704

-healthiest largest heads lettuce grew over greatest number 
\ No newline at end of file

books/pg15193clean/1705

-currents nearest electrodes will seem electricity 
\ No newline at end of file

books/pg15193clean/1706

-one agents employed nature aid in supplying plant 
\ No newline at end of file

books/pg15193clean/1707

-nourishment stimulate its growth extent plants 
\ No newline at end of file

books/pg15193clean/1708

-may submitted electrical influence strength current 
\ No newline at end of file

books/pg15193clean/1709

-best suited currents prove detrimental 
\ No newline at end of file

books/pg15193clean/171

-curiosities animal kingdom as such described in 
\ No newline at end of file

books/pg15193clean/1710

-development have not determine as yet but desirable 
\ No newline at end of file

books/pg15193clean/1711

-continue research some definite information shall gained 
\ No newline at end of file

books/pg15193clean/1712

-on points probably different varieties plants differ greatly 
\ No newline at end of file

books/pg15193clean/1713

-in capacity enduring action electric currents 
\ No newline at end of file

books/pg15193clean/1714

-alone must determine 
\ No newline at end of file

books/pg15193clean/1716

-have proved slow discharge static electricity 
\ No newline at end of file

books/pg15193clean/1717

-facilitates assimilation nitrogen plants faraday showed 
\ No newline at end of file

books/pg15193clean/1718

-plants grown in metallic cages around circulated electric 
\ No newline at end of file

books/pg15193clean/1719

-currents contained cent less organic matter plants grown 
\ No newline at end of file

books/pg15193clean/172

-natural history but nevertheless there have never good 
\ No newline at end of file

books/pg15193clean/1720

-in open air will seem researches latter 
\ No newline at end of file

books/pg15193clean/1721

-physicist plants requiring large percentage nitrogen 
\ No newline at end of file

books/pg15193clean/1722

-development will remarkably benefited grown under 
\ No newline at end of file

books/pg15193clean/1723

-electric agricultural college bulletin no 
\ No newline at end of file

books/pg15193clean/1726

-very interesting article on influence electricity 
\ No newline at end of file

books/pg15193clean/1727

-plants illustrated give in supplement present 
\ No newline at end of file

books/pg15193clean/1728

-results studies prof helsingfors 
\ No newline at end of file

books/pg15193clean/173

-exhibition simple reason live jerboas seldom 
\ No newline at end of file

books/pg15193clean/1735

-treatment rattlesnake bite permanganate potassium 
\ No newline at end of file

books/pg15193clean/1736

-based on nine successful cases 
\ No newline at end of file

books/pg15193clean/1738

-amos w barber md cheyenne 
\ No newline at end of file

books/pg15193clean/174

-seen in europe as usually die journey hither soon 
\ No newline at end of file

books/pg15193clean/1740

-footnote governor wyoming 
\ No newline at end of file

books/pg15193clean/1743

-poisoned wounds inflicted fangs rattlesnake 
\ No newline at end of file

books/pg15193clean/1744

-happily more rare each year as country becoming more 
\ No newline at end of file

books/pg15193clean/1745

-populated crotalus rapidly being exterminated yet 
\ No newline at end of file

books/pg15193clean/1746

-considering recklessness characterizes cow boy in 
\ No newline at end of file

books/pg15193clean/1747

-treatment reptile astonishing class injury 
\ No newline at end of file

books/pg15193clean/1748

-not more common thus invariable custom 
\ No newline at end of file

books/pg15193clean/1749

-cattlemen dismount destroy snakes seen 
\ No newline at end of file

books/pg15193clean/175

-after arrival after some hesitation i decide purchase 
\ No newline at end of file

books/pg15193clean/1750

-readily accomplished slight blow will break back 
\ No newline at end of file

books/pg15193clean/1751

-blow however generally delivered means quirt 
\ No newline at end of file

books/pg15193clean/1752

-whip not over two half feet long hence weapon 
\ No newline at end of file

books/pg15193clean/1753

-bring one who wields in unpleasant proximity fangs 
\ No newline at end of file

books/pg15193clean/1754

-reptile still more dangerous practice one i have 
\ No newline at end of file

books/pg15193clean/1755

-frequently seen method playing rattlesnake 
\ No newline at end of file

books/pg15193clean/1756

-delectation cow boy expense tenderfoot 
\ No newline at end of file

books/pg15193clean/1757

-well known snake coiled held tail body 
\ No newline at end of file

books/pg15193clean/1758

-placed length in hole crevice so narrow rendering 
\ No newline at end of file

books/pg15193clean/1759

-its length sinuous certain amount support give 
\ No newline at end of file

books/pg15193clean/176

-pair i happened find mentioned in price list mr c 
\ No newline at end of file

books/pg15193clean/1760

-strike on theory mounted cow boy first puts rattler 
\ No newline at end of file

books/pg15193clean/1761

-flight then pushes pony in pursuit stoops saddle 
\ No newline at end of file

books/pg15193clean/1762

-seize tail give quick upward jerk swinging so 
\ No newline at end of file

books/pg15193clean/1763

-rapidly around head impossible strike set 
\ No newline at end of file

books/pg15193clean/1764

-off in pursuit have exhibited most terror sight 
\ No newline at end of file

books/pg15193clean/1765

-reptile within fair distance hurls snake 
\ No newline at end of file

books/pg15193clean/1766

-unfortunate victim in full assurance even shall strike 
\ No newline at end of file

books/pg15193clean/1767

-bury its fangs in flesh impossible 
\ No newline at end of file

books/pg15193clean/1768

-coil till reaches ground jest i have 
\ No newline at end of file

books/pg15193clean/1769

-frequently victim have i yet learned appreciate 
\ No newline at end of file

books/pg15193clean/177

-as one most interesting specimens obtained 
\ No newline at end of file

books/pg15193clean/1770

-unalloyed mirth 
\ No newline at end of file

books/pg15193clean/1772

-belief rattlesnakes always give warning before strike 
\ No newline at end of file

books/pg15193clean/1773

-not well founded come suddenly often strike first 
\ No newline at end of file

books/pg15193clean/1774

-disturbed in space so narrow coil formed 
\ No newline at end of file

books/pg15193clean/1775

-may give no warning presence beyond penetration 
\ No newline at end of file

books/pg15193clean/1776

-fangs hand foot an intruder one such case i saw 
\ No newline at end of file

books/pg15193clean/1778

-seems well established snake will not voluntarily 
\ No newline at end of file

books/pg15193clean/1779

-crawl over hair rope in certain parts country 
\ No newline at end of file

books/pg15193clean/178

-expedition south africa year before but i also 
\ No newline at end of file

books/pg15193clean/1780

-common surround beds such rope 
\ No newline at end of file

books/pg15193clean/1781

-reptiles seek warmth frequently find under in 
\ No newline at end of file

books/pg15193clean/1782

-blankets sleep on ground 
\ No newline at end of file

books/pg15193clean/1784

-after an exceptionally large experience wounds inflicted 
\ No newline at end of file

books/pg15193clean/1785

-fangs rattlesnake an experience i am glad say 
\ No newline at end of file

books/pg15193clean/1786

-have most successful in its outcome i think duty add 
\ No newline at end of file

books/pg15193clean/1787

-practical standpoint testimony as efficacy 
\ No newline at end of file

books/pg15193clean/1788

-permanganate potassium in treatment class cases 
\ No newline at end of file

books/pg15193clean/1789

-drug first introduced brazil more 
\ No newline at end of file

books/pg15193clean/179

-find sensitiveness delicacy jerboa very trying 
\ No newline at end of file

books/pg15193clean/1790

-generally use will i believe render comparatively innocuous 
\ No newline at end of file

books/pg15193clean/1791

-class injury now usually terminates in death 
\ No newline at end of file

books/pg15193clean/1793

-i make statement as fatality crotalus poison advisedly 
\ No newline at end of file

books/pg15193clean/1794

-i know belief very common poison rattlesnake 
\ No newline at end of file

books/pg15193clean/1795

-readily combated full doses whisky fallacious i have 
\ No newline at end of file

books/pg15193clean/1796

-taken pains investigate number instances cure resulting 
\ No newline at end of file

books/pg15193clean/1797

-employment free stimulation in each case fangs did 
\ No newline at end of file

books/pg15193clean/1798

-not penetrate deeply tissues but either scratched over 
\ No newline at end of file

books/pg15193clean/1799

-surface tore through making wind entrance exit so 
\ No newline at end of file

books/pg15193clean/180

-short journey city caused death 
\ No newline at end of file

books/pg15193clean/1800

-poison least major part not injected 
\ No newline at end of file

books/pg15193clean/1801

-tissues person struck effect very much same as 
\ No newline at end of file

books/pg15193clean/1802

-an inexperienced practitioner picks up fold skin 
\ No newline at end of file

books/pg15193clean/1803

-purpose making hypodermic injection plunges needle 
\ No newline at end of file

books/pg15193clean/1804

-entirely through forcing medicament wide patient 
\ No newline at end of file

books/pg15193clean/1806

-nearly all not all cases treated stimulation alone 
\ No newline at end of file

books/pg15193clean/1807

-have accord experience perished have received 
\ No newline at end of file

books/pg15193clean/1808

-full dose virus vigorous snake one cases lived 
\ No newline at end of file

books/pg15193clean/1809

-upward month then perished might considered 
\ No newline at end of file

books/pg15193clean/181

-female reduced mate such condition arrived 
\ No newline at end of file

books/pg15193clean/1810

-chronic symptoms being blood poisoning 
\ No newline at end of file

books/pg15193clean/1811

-accompanied multiple abscesses another case not occurring in 
\ No newline at end of file

books/pg15193clean/1812

-own practice died end four days apparently cardiac 
\ No newline at end of file

books/pg15193clean/1813

-failure active delirium persisted all through case two other 
\ No newline at end of file

books/pg15193clean/1814

-cases treated stimulants also died symptoms more less 
\ No newline at end of file

books/pg15193clean/1815

-acute blood poisoning 
\ No newline at end of file

books/pg15193clean/1817

-feeling almost universal people wyoming 
\ No newline at end of file

books/pg15193clean/1818

-fair strike rattlesnake certain death free use 
\ No newline at end of file

books/pg15193clean/1819

-stimulants simply postpones end i do not moment deny 
\ No newline at end of file

books/pg15193clean/182

-there seem little hope ever utilized scientific 
\ No newline at end of file

books/pg15193clean/1820

-strong lusty man may struck fairly rattlesnake 
\ No newline at end of file

books/pg15193clean/1821

-wind once opened cauterized heart judiciously 
\ No newline at end of file

books/pg15193clean/1822

-supported may yet recover still fact remains great 
\ No newline at end of file

books/pg15193clean/1823

-majority cases perish longer shorter interval 
\ No newline at end of file

books/pg15193clean/1824

-following infliction wind hence any treatment will 
\ No newline at end of file

books/pg15193clean/1825

-save even majority such cases distinct gain one 
\ No newline at end of file

books/pg15193clean/1826

-have saved every one nine cases have applied needs 
\ No newline at end of file

books/pg15193clean/1827

-no further commendation 
\ No newline at end of file

books/pg15193clean/1829

-first case rattlesnake wind i call occurred in 
\ No newline at end of file

books/pg15193clean/183

-research artistic life studies 
\ No newline at end of file

books/pg15193clean/1830

-cow boy bitten on foot fang penetrating through 
\ No newline at end of file

books/pg15193clean/1831

-boot bring forty miles fort i 
\ No newline at end of file

books/pg15193clean/1832

-then stationed i saw about hours after struck 
\ No newline at end of file

books/pg15193clean/1833

-there an enormous swelling extending up knee whole 
\ No newline at end of file

books/pg15193clean/1834

-limb bronzed in appearance there no special discoloration 
\ No newline at end of file

books/pg15193clean/1835

-about wind in fact swelling disguised such an 
\ No newline at end of file

books/pg15193clean/1836

-extent impossible determine exactly fangs had 
\ No newline at end of file

books/pg15193clean/1837

-enter pulse scarcely perceptible wrist heart 
\ No newline at end of file

books/pg15193clean/1838

-beating excessive rapidity patient suffering great 
\ No newline at end of file

books/pg15193clean/1839

-pain mind clear but oppressed dreadful 
\ No newline at end of file

books/pg15193clean/1840

-anxiety up time i saw had received absolutely no 
\ No newline at end of file

books/pg15193clean/1841

-treatment excepting application cactus poultice leg 
\ No newline at end of file

books/pg15193clean/1842

-there no whisky ranch wounded i once 
\ No newline at end of file

books/pg15193clean/1843

-make free incisions five six in number one two inches in 
\ No newline at end of file

books/pg15193clean/1844

-depth about three inches in length cuts gave very 
\ No newline at end of file

books/pg15193clean/1845

-little pain there much bleeding though there an enormous 
\ No newline at end of file

books/pg15193clean/1846

-amount serous oozing wounds poured fifteen 
\ No newline at end of file

books/pg15193clean/1847

-cent solution permanganate potassium fully half an hour 
\ No newline at end of file

books/pg15193clean/1848

-devoted kneading drug tissues in addition i make 
\ No newline at end of file

books/pg15193clean/1849

-many hypodermic injections all portions swollen tissue 
\ No newline at end of file

books/pg15193clean/185

-illustration jerboa in zoological garden 
\ No newline at end of file

books/pg15193clean/1850

-but particularly about wind there no very distinct 
\ No newline at end of file

books/pg15193clean/1851

-line between swollen healthy tissue i did not 
\ No newline at end of file

books/pg15193clean/1852

-as in other cases endeavor prevent extension cellular 
\ No newline at end of file

books/pg15193clean/1853

-involvement complete circle hypodermic injections i employed 
\ No newline at end of file

books/pg15193clean/1854

-in all about forty grains permanganate in addition 
\ No newline at end of file

books/pg15193clean/1855

-local treatment i pushed stimulation employing carbonate ammonium 
\ No newline at end of file

books/pg15193clean/1856

-whisky means diuretics laxatives kidneys bowels 
\ No newline at end of file

books/pg15193clean/1857

-encouraged eliminate as much poison as possible 
\ No newline at end of file

books/pg15193clean/1859

-patient went on uninterrupted recovery wind healed 
\ No newline at end of file

books/pg15193clean/186

-life g 
\ No newline at end of file

books/pg15193clean/1860

-very little sloughing patient returned work in about 
\ No newline at end of file

books/pg15193clean/1861

-month cure case regarded cow boys as most 
\ No newline at end of file

books/pg15193clean/1862

-exceptional in experience similar cases even though 
\ No newline at end of file

books/pg15193clean/1863

-very freely stimulated had not recovered 
\ No newline at end of file

books/pg15193clean/1865

-some time later i call see girl age who struck 
\ No newline at end of file

books/pg15193clean/1866

-rattlesnake miles fort there some 
\ No newline at end of file

books/pg15193clean/1867

-trouble about procuring relays i compelled ride same 
\ No newline at end of file

books/pg15193clean/1868

-horse all way out took little short five hours 
\ No newline at end of file

books/pg15193clean/1869

-together time consumed in sending me word caused an interval 
\ No newline at end of file

books/pg15193clean/1870

-about twenty hours between infliction injury 
\ No newline at end of file

books/pg15193clean/1871

-time i saw patient i find fangs had enter on either side 
\ No newline at end of file

books/pg15193clean/1872

-distal joint middle metacarpal bone arm 
\ No newline at end of file

books/pg15193clean/1873

-enormously swollen almost axilla exhibited bronzed 
\ No newline at end of file

books/pg15193clean/1874

-discoloration especially marked about wind along 
\ No newline at end of file

books/pg15193clean/1875

-course swollen area boggy 
\ No newline at end of file

books/pg15193clean/1876

-touch exhibited distinct line between 
\ No newline at end of file

books/pg15193clean/1877

-healthy diseased tissues excepting along course 
\ No newline at end of file

books/pg15193clean/1878

-brachial vessels indurated discolored area extended as 
\ No newline at end of file

books/pg15193clean/1879

-broad band distinctly 
\ No newline at end of file

books/pg15193clean/188

-anticipation pleasure changed vexation grief 
\ No newline at end of file