From 3a097182136aba741e8ff503d6865ad6f3d05752 Mon Sep 17 00:00:00 2001 From: srapp Date: Fri, 31 Aug 2018 21:30:23 -0700 Subject: [PATCH 01/32] dedupe files --- dedupe/dtw/DistanceMatrix.java | 240 +++++++++++++++++++++++++++++++++ dedupe/dtw/SqaureGrid.java | 75 +++++++++++ dedupe/mass/FindNN.cpp | 205 ++++++++++++++++++++++++++++ dedupe/mass/Mass.py | 49 +++++++ 4 files changed, 569 insertions(+) create mode 100644 dedupe/dtw/DistanceMatrix.java create mode 100644 dedupe/dtw/SqaureGrid.java create mode 100644 dedupe/mass/FindNN.cpp create mode 100644 dedupe/mass/Mass.py diff --git a/dedupe/dtw/DistanceMatrix.java b/dedupe/dtw/DistanceMatrix.java new file mode 100644 index 00000000..9e3833e4 --- /dev/null +++ b/dedupe/dtw/DistanceMatrix.java @@ -0,0 +1,240 @@ +public class DistanceMatrix extends SqaureGrid +{ + static int[] ZeroCounter; //static members of the class which can be accessed anywhere + static int[][] DistanceMatrix; + static int[] LongestZeroString; + + public static void main(String[] args) + { + +//QUICK TEST CASES + // {1,1,2,2,1,1};//set of values that should have different LongestZeroString and ZeroCounter + // {1,2,2,2,0,1}; + + // {1,1,2,3,2,1,0};//set of values that should have different LongestZeroString and ZeroCounter + // {0,1,1,2,3,2,1}; + + //{0,0,0,1,1};// + //{0,0,1,1,0};// + + //{1,1,1,1,2,4,3,2}; //set of values that should have different LongestZeroString and ZeroCounter + //{1,1,1,2,4,4,3,2}; + + //{2,2,2,3,3,2,2}; //set of values that should have different LongestZeroString and ZeroCounter + //{2,2,2,2,3,2,2}; + + //{3,2,3,1,3,1,2,1}; + //{2,3,1,2,1,2,1,1}; + + //{80,82,85,85,94,90,90,75,77,80,81}; + //{75,77,80,82,85,85,85,89,94,90,90}; + + int[] ArrayX = new int[]{2,2,2,3,3,2,2};//set of values that should have different LongestZeroString and ZeroCounter + int[] ArrayY = new int[]{2,2,2,2,3,2,2}; + + + + +// int[] Temp = new int[ArrayX.length]; +// if(ArrayX.length!=ArrayY.length) +// { + +// if(ArrayX.length>ArrayY.length) +// { +// //int[] Temp = new int[ArrayX.length]; +// for(int i = 0; iArrayY.length) + // { + // int[] Temp = new int[ArrayX.length]; + // for(int i = 0; iy>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]D1, int[]D2, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete horizontal traversal of the grid + + int SidelengthX = D1.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + //System.out.println("(Y,X)" + Ypos + "," + Xpos); + //System.out.println("traversals = " + traversals); //doesn't work in secound half of the listing unless the traversal values are reset to 1 + + int DistanceValue = (D2[Ypos]-D1[Xpos])*(D2[Ypos]-D1[Xpos]); //the difference between the values squared + DistanceMatrix[Xpos][Ypos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + + ActiveZeroCounter = ActiveZeroCounter+1; + System.out.println("Active Zero Counter: " + ActiveZeroCounter); + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + } + //System.out.println(ActiveZeroCounter); + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos == SidelengthX-1-traversals && Ypos == SidelengthX-1)//-1 is because array index starts at zero side length doesn't. + { + //System.out.println("time to break-TR"); + //System.out.println("number of zeros:" + ZeroCounter[ZerocIndex]); + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + } + + test = false; + break; + } + + if(Xpos== SidelengthX-1 && Ypos== SidelengthX-1-traversals)//the ending coordinates for values below the middle traversal towards to bottom left + { + //System.out.println("time to break2-BL"); + //System.out.println("number of zeros:" + ZeroCounter[ZerocIndex]); + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + } + + test = false; + break; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridStartingCoordinates(int[] array) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + if(LargestValueIndex>((array.length/2))) + { + coordinates = new String(("(" + 0 + "," + (LargestValueIndex-((array.length/2))) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + return coordinates; + } + +} + + diff --git a/dedupe/dtw/SqaureGrid.java b/dedupe/dtw/SqaureGrid.java new file mode 100644 index 00000000..436a4c65 --- /dev/null +++ b/dedupe/dtw/SqaureGrid.java @@ -0,0 +1,75 @@ +public class SqaureGrid +{ + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + public static void MatchArrays(int[]Array1, int[]Array2) + { + if(Array1.length>Array2.length) + { + int[] Temp = new int[Array1.length]; + for(int i = 0; i +#include +#include +#include + + + +double * multiply(double * x, int n , double * y , int m , double * z); +double * zNorm(double * x, int n, double * y); +double * findNN(double * x, double * y, int n, int m, double * dist); + + + +int main(int argc, char* argv[]) +{ + //Assume n > m + + int n = atol(argv[3]); + int m = atol(argv[4]); + double *x, *y, *dist; + + //Memory Allocation + + FILE * fp ; errno_t err = fopen_s(&fp,argv[1],"r"); + if( err ) + printf_s( "The file fscanf.out was not opened\n" ); + FILE * fp1 ; err = fopen_s(&fp1,argv[2],"r"); + if( err ) + printf_s( "The file fscanf.out was not opened\n"); + + x = (double *)malloc(sizeof(double) * n); + y = (double *)malloc(sizeof(double) * m); + dist = (double *)malloc(sizeof(double) * n); + + //Data Input + for ( int i = 0 ; i < n ; i ++ ) + { + double d; + fscanf_s(fp,"%lf",&d); + x[i] = d; + if( i < m ) + { + fscanf_s(fp1,"%lf",&d); + y[i] = d; + } + } + + dist = findNN(x,y,n,m,dist); + + double minm = 99999999999999.000222; + int mini = 0; + for ( int i = 0 ; i < n-m+1 ; i++ ) + if( dist[i] < minm ) + { minm = dist[i]; mini = i; } + + printf("Nearest Neighbor Distance is %lf\nNearest Neighbor location is %d (starting at 1)\n",minm, mini); + fclose(fp); fclose(fp1); + + + + + free(x); free(y); free(dist); + + system("PAUSE"); +} + + +double * findNN(double * x, double * y, int n, int m, double * dist) +{ + + //Assume n > m + double *z ; + double *cx, *cx2, *cy, *cy2; + + //Allocation + cx = (double *)malloc(sizeof(double) * (n+1)); + cx2 = (double *)malloc(sizeof(double) * (n+1)); + cy = (double *)malloc(sizeof(double) * (m+1)); + cy2 = (double *)malloc(sizeof(double) * (m+1)); + + //Normalize + x = zNorm(x,n,x); + y = zNorm(y,m,y); + + //Compute the cumulative sums + cx[0] = cx2[0] = cy[0] = cy2[0] = 0.0; + for( int i = 1 ; i <= n; i++ ) + { + cx[i] = cx[i-1]+x[i-1]; + cx2[i] = cx2[i-1]+x[i-1]*x[i-1]; + if( i <= m ) + { + cy[i] = cy[i-1]+y[i-1]; + cy2[i] = cy2[i-1]+y[i-1]*y[i-1]; + + } + + } + + //Compute the multiplication numbers + z = (double *)malloc(sizeof(double)*2*n); + z = multiply(x,n,y,m,z); + + //y Stats + + double sumy = cy[m]; + double sumy2 = cy2[m]; + double meany = sumy/m; + double sigmay = (sumy2/m)-meany*meany; + sigmay = sqrt(sigmay); + + + //The Search + for( int j = 0 ; j < n-m+1 ; j=j+1 ) + { + double sumxy = z[m-1+j]; + + double sumx = cx[j+m]-cx[j]; + double sumx2 = cx2[j+m]-cx2[j]; + double meanx = sumx/m; + double sigmax = (sumx2/m)-meanx*meanx; + sigmax = sqrt(sigmax); + + double c = ( sumxy - m*meanx*meany ) / ( m*sigmax*sigmay ); + dist[j] = sqrt(2*m*(1-c)); + + } + + free(cx); free(cx2); free(cy); free(cy2); + free(z); + return dist; +} + + +double * zNorm(double * x, int n, double * y) +{ + double ex = 0, ex2 = 0; + for(int i = 0 ; i < n ; i++ ) + { + ex += x[i]; + ex2 += x[i]*x[i]; + } + double mean = ex/n; + double std = ex2/n; + std = sqrt(std-mean*mean); + for(int i = 0 ; i < n ; i++ ) + y[i] = (x[i]-mean)/std; + return y; +} + +double * multiply(double * x, int n , double * y , int m , double * z) +{ + fftw_complex * X, * Y, * Z , *XX, *YY, *ZZ; + fftw_plan p; + + //assuming n > m + X = (fftw_complex*) fftw_malloc(sizeof(fftw_complex) * 2 * n); + Y = (fftw_complex*) fftw_malloc(sizeof(fftw_complex) * 2 * n); + XX = (fftw_complex*) fftw_malloc(sizeof(fftw_complex) * 2 * n); + YY = (fftw_complex*) fftw_malloc(sizeof(fftw_complex) * 2 * n); + Z = (fftw_complex*) fftw_malloc(sizeof(fftw_complex) * 2 * n); + ZZ = (fftw_complex*) fftw_malloc(sizeof(fftw_complex) * 2 * n); + + + for(int i = 0 ; i < 2*n ; i++ ) + { + X[i][1] = 0; Y[i][1] = 0; //iaginary part is always zero + if(i < n ) + X[i][0] = x[i]; + else + X[i][0] = 0; + + if(i < m ) + Y[i][0] = y[m-i-1]; //reversing y + else + Y[i][0] = 0; + } + + + p = fftw_plan_dft_1d(2 * n, X, XX, FFTW_FORWARD, FFTW_ESTIMATE); + fftw_execute(p); + + p = fftw_plan_dft_1d(2 * n, Y, YY, FFTW_FORWARD, FFTW_ESTIMATE); + fftw_execute(p); + + for(int i = 0 ; i < 2*n; i++) + { + ZZ[i][0] = XX[i][0]*YY[i][0] - XX[i][1]*YY[i][1]; + ZZ[i][1] = XX[i][1]*YY[i][0] + XX[i][0]*YY[i][1]; + } + + p = fftw_plan_dft_1d(2 * n, ZZ , Z , FFTW_BACKWARD, FFTW_ESTIMATE); + fftw_execute(p); + + + for(int i = 0; i < 2*n; i++ ) + z[i] = Z[i][0]/(2*n); + + fftw_destroy_plan(p); + fftw_free(X); fftw_free(Y); + fftw_free(XX); fftw_free(YY); + fftw_free(Z); fftw_free(ZZ); + + return z; +} \ No newline at end of file diff --git a/dedupe/mass/Mass.py b/dedupe/mass/Mass.py new file mode 100644 index 00000000..cda715a9 --- /dev/null +++ b/dedupe/mass/Mass.py @@ -0,0 +1,49 @@ +import numpy as np +from scipy import stats +import pandas as pd +import math + +def movstd(a,window): + left= window[0] + right = window[1] + result = [] + for i in range(len(a)): + r=0 + if i >= left and i +right= len(a): + r= np.std(a[i - left:],ddof=1) + else: + r=np.std(a[:],ddof=1) + result.append(0 if math.isnan(r) else r) + return result + + +def findInT(query,target): + m = len(query); + n = len(target); + Q = stats.zscore(query,ddof=1)#zNorm ??? + stdv = movstd(target,(0,m-1)) + Q= np.append(Q[::-1],np.zeros(n-m)) + dots =np.convolve(target,Q) + dist =2 * (m - (dots[m-1:n])/ stdv[0:n - m +1]) + return np.sqrt(dist) + +qry = np.array([1, 10, 5]); +tgt = [4,8,6,-1,-2,-3,-1,3,4,5]; +output=findInT(qry,tgt) +print output +#disp(Stdv) 2.0000 2.0000 1.0000 18.7705 21.0000 4.2426 0 +#Q = Q(end:-1:1); % Reverse +#the query +#disp(Q); +#Q(m + 1:n) = 0; % pad +#zeros +#disp(Q); +#dots = conv(T, Q); +#disp(X(m:n)) +#dist = 2 * (m - (dots(m:n))./ Stdv(1:n - m + 1)); +#dist = sqrt(dist); + From 7943d661585681e3c805c3b4161a84de9cdd2dfa Mon Sep 17 00:00:00 2001 From: Samuel Rapp Date: Wed, 12 Sep 2018 08:13:29 -0700 Subject: [PATCH 02/32] DistanceMatrixUpdate1.java --- dedupe/dtw/SqaureGridUpdate1.java | 87 +++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 dedupe/dtw/SqaureGridUpdate1.java diff --git a/dedupe/dtw/SqaureGridUpdate1.java b/dedupe/dtw/SqaureGridUpdate1.java new file mode 100644 index 00000000..e0ed40f1 --- /dev/null +++ b/dedupe/dtw/SqaureGridUpdate1.java @@ -0,0 +1,87 @@ +public class SqaureGrid +{ + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + + + + public static void MatchArrays(int[]Array1, int[]Array2) + { + if(Array1.length>Array2.length) + { + int[] Temp = new int[Array1.length]; + for(int i = 0; i Date: Wed, 12 Sep 2018 08:39:12 -0700 Subject: [PATCH 03/32] DistanceMatrixUpdate1.java --- dedupe/dtw/SqaureGridUpdate1.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dedupe/dtw/SqaureGridUpdate1.java b/dedupe/dtw/SqaureGridUpdate1.java index e0ed40f1..f1d37475 100644 --- a/dedupe/dtw/SqaureGridUpdate1.java +++ b/dedupe/dtw/SqaureGridUpdate1.java @@ -1,4 +1,4 @@ -public class SqaureGrid +public class SqaureGridUpdate1 { public static int getIndexOfLargest(int[] array) //returns index of largest value in an array From 061ddbf7eb2cabafba6921355ffea31a07f4f6c6 Mon Sep 17 00:00:00 2001 From: Samuel Rapp Date: Thu, 13 Sep 2018 06:14:44 -0700 Subject: [PATCH 04/32] DistanceMatrixUpdate2.java --- dedupe/dtw/DRAFT- Write up_ MP java Code.docx | Bin 0 -> 76170 bytes dedupe/dtw/DistanceMatrixUpdate1.java | 381 + dedupe/dtw/DistanceMatrixUpdate2.java | 262 + dedupe/dtw/FileToArrayScanner.java | 38 + dedupe/dtw/SqaureGridUpdate1.java | 11 + 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+1,381 @@ +public class DistanceMatrixUpdate1 extends SqaureGridUpdate1 +{ + static int[] ZeroCounter; //static members of the class which can be accessed anywhere + static int[][] DistanceMatrix; + static int[] LongestZeroString; + static int[][] LZScoordinates; + + public static void main(String[] args) + { + +//QUICK TEST CASES + // {1,1,2,2,1,1};//set of values that should have different LongestZeroString and ZeroCounter + // {1,2,2,2,0,1}; + + // int[] ArrayX = new int[]{1,1,2,3,2,1,0};//set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayY = new int[]{0,1,1,2,3,2,1}; + + //{0,0,0,1,1};// + //{0,0,1,1,0};// + + + //int[] ArrayX = new int[]{1,1,1,1,2,4,3,2}; //set of values that should have different LongestZeroString and ZeroCounter + //int[] ArrayY = new int[]{1,1,1,2,4,4,3,2}; + + //{2,2,2,3,3,2,2}; //set of values that should have different LongestZeroString and ZeroCounter + //{2,2,2,2,3,2,2}; + + int[] ArrayX = new int[]{3,2,3,1,3,1,2,1}; //GOOD example of finding starting coordinates of starting positions + int[] ArrayY = new int[]{2,3,1,2,1,2,1,1}; + + // int[] ArrayX = new int[]{80,82,85,85,94,90,90,75,77,80,81}; + // int[] ArrayY = new int[]{75,77,80,82,85,85,85,89,94,90,90}; + +// int[] ArrayX = new int[]{137566,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,137566 +// ,191 +// ,1000 +// ,191 +// ,992 +// ,191 +// ,191 +// ,191 +// ,191 +// ,1000 +// ,191 +// ,1000 +// ,191 +// ,1000 +// ,1000 +// ,1000 +// ,191 +// ,191 +// ,1000 +// ,127 +// ,992 +// ,127 +// ,127 +// ,127 +// ,127 +// ,1000 +// ,127 +// ,1000 +// ,127 +// ,1000 +// ,1000 +// ,1000 +// ,127 +// ,127 +// ,1000 +// ,992 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000 +// ,1000}; +// int[] ArrayY = new int[]{191, +// 127, +// 1000, +// 137, +// 992, +// 100, +// 98, +// 101, +// 97, +// 1000, +// 114, +// 1000, +// 121, +// 1000, +// 1000, +// 1000, +// 99, +// 115, +// 127, +// 191, +// 137, +// 191, +// 100, +// 98, +// 101, +// 97, +// 191, +// 114, +// 191, +// 121, +// 191, +// 191, +// 191, +// 99, +// 115, +// 127, +// 137, +// 127, +// 100, +// 98, +// 101, +// 97, +// 127, +// 114, +// 127, +// 121, +// 127, +// 127, +// 127, +// 99, +// 115, +// 137, +// 1000, +// 100, +// 98, +// 101, +// 97, +// 1000, +// 114, +// 1000, +// 121, +// 1000, +// 1000, +// 1000}; + + + int HorizontalTraversals = ArrayX.length+ArrayY.length-1; + ZeroCounter = new int[HorizontalTraversals]; //count zeros in each horizontal traversal each index is a travesal + LongestZeroString = new int[HorizontalTraversals]; //tallys the longest continious string of zeros found in any given traversal + LZScoordinates = new int[HorizontalTraversals][2];//records coordinates(in 2 column matrix) 0 index is X pos, 1 index is Y pos (seems reversed for some reason) + + + if(ArrayX.length==ArrayY.length) + { + DistanceMatrix = new int[ArrayY.length][ArrayX.length]; //row then columns (incrementing the X values chances the column) + //Columns of DisMatrixFillingHorizontally = DisMatrixCreater + + DisMatrixFillingHorizontally(ArrayY,ArrayX);//horizontally filling the Matrix, while counting zeros per traversal + PrintMatrix(DistanceMatrix); //just a basic print function + //PrintMatrix(LZScoordinates); + System.out.println("1. Array index of most zeros: " + getIndexOfLargest(ZeroCounter)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("2. Array index of longest string of zeros: " + getIndexOfLargest(LongestZeroString)); + System.out.println("3. Starting coordinates of the traversal(on the grid edge) with the longest continuous string of zeros: (x,y)_" + GridStartingCoordinates(LongestZeroString)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("4. Starting coordinates of the traversal(on the grid edge) with the most total zeros: (x,y)_" + GridStartingCoordinates(ZeroCounter));//converts the index of greatest traversal to the starting index(on the edge of the grid) of said traversal + //DisMatrixCreater(ArrayY,ArrayX);//standard double for loop to create the proper distance matrix- to check agaisnt by horizontal creation + + System.out.println("5. Exact X & Y grid coordinates of longest String of Zeros (x,y)_"+ "(" + LZScoordinates[getIndexOfLargest(LongestZeroString)][1] + "," + LZScoordinates[getIndexOfLargest(LongestZeroString)][0] + ")"); + System.out.println("6. Percentage Match relative to perfect match_(most total zeros)_" + PercentMatch(ZeroCounter,ArrayX) + "%"); + System.out.println("7. Percentage Match relative to perfect match_(longest continous string of zeros)_" + PercentMatch(LongestZeroString,ArrayX) + "%"); + + PrintDataStructures(); + + } + else + { + System.out.println("The arrays being compared aren't the same length-"); + } + + } + + public static void PrintDataStructures() + {//maybe make them visualize, next to each other. (maybe not practical) + // System.out.print("Index: DataStrucktures"); + // for(int x=0; xy>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]D1, int[]D2, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete horizontal traversal of the grid + + int SidelengthX = D1.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + //System.out.println("(Y,X)" + Ypos + "," + Xpos); + //System.out.println("traversals = " + traversals); //doesn't work in secound half of the listing unless the traversal values are reset to 1 + + int DistanceValue = (D2[Ypos]-D1[Xpos])*(D2[Ypos]-D1[Xpos]); //the difference between the values squared + DistanceMatrix[Xpos][Ypos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + // System.out.println("Active Zero Counter: " + ActiveZeroCounter); + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + //System.out.println("#: " + (Xpos - ActiveZeroCounter) + "," + (Ypos - ActiveZeroCounter)); + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + System.out.println(ActiveZeroCounter); + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos == SidelengthX-1-traversals && Ypos == SidelengthX-1)//-1 is because array index starts at zero side length doesn't. + { + //System.out.println("time to break-TR"); + //System.out.println("number of zeros:" + ZeroCounter[ZerocIndex]); + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println("#: " + (Xpos - ActiveZeroCounter + 1) + "," + (Ypos - ActiveZeroCounter + 1)); + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter + 1); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter + 1); + + } + + test = false; + break; + } + + if(Xpos== SidelengthX-1 && Ypos== SidelengthX-1-traversals)//the ending coordinates for values below the middle traversal towards to bottom left + { + //System.out.println("time to break2-BL"); + //System.out.println("number of zeros:" + ZeroCounter[ZerocIndex]); + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + System.out.println("#: " + (Xpos - ActiveZeroCounter + 1) + "," + (Ypos - ActiveZeroCounter + 1)); + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter + 1); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter + 1); + } + + test = false; + break; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridStartingCoordinates(int[] array) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + if(LargestValueIndex>((array.length/2))) + { + coordinates = new String(("(" + (LargestValueIndex-((array.length/2))) + "," + 0 +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + 0 + "," + LargestValueIndex + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static double PercentMatch(int[]Array, int[]GridSideLength) + { //takes in two arrays. Finds the percent match between largest value in first array and max length in second array + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal = GridSideLength.length; + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + +} + + diff --git a/dedupe/dtw/DistanceMatrixUpdate2.java b/dedupe/dtw/DistanceMatrixUpdate2.java new file mode 100644 index 00000000..696bf2ef --- /dev/null +++ b/dedupe/dtw/DistanceMatrixUpdate2.java @@ -0,0 +1,262 @@ +import java.io.FileInputStream; +import java.io.FileNotFoundException; +import java.util.Scanner; + +public class DistanceMatrixUpdate2 extends SqaureGridUpdate2 +{ + static int[] ZeroCounter; //static members of the class which can be accessed anywhere + static int[][] DistanceMatrix; + static int[] LongestZeroString; + static int[][] LZScoordinates; + static int[] DataSetX; + static int[] DataSetY; + + + + public static void main(String[] args) throws FileNotFoundException + { + +//QUICK TEST CASES + // {1,1,2,2,1,1};//set of values that should have different LongestZeroString and ZeroCounter + // {1,2,2,2,0,1}; + + // int[] ArrayX = new int[]{1,1,2,3,2,1,0};//set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayY = new int[]{0,1,1,2,3,2,1}; + + //{0,0,0,1,1};// + //{0,0,1,1,0};// + + + // int[] ArrayX = new int[]{1,1,1,1,2,4,3,2}; //set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayY = new int[]{1,1,1,2,4,4,3,2}; + + //{2,2,2,3,3,2,2}; //set of values that should have different LongestZeroString and ZeroCounter + //{2,2,2,2,3,2,2}; + + // int[] ArrayX = new int[]{3,2,3,1,3,1,2,1}; //GOOD example of finding starting coordinates of starting positions + // int[] ArrayY = new int[]{2,3,1,2,1,2,1,1}; + + // int[] ArrayX = new int[]{80,82,85,85,94,90,90,75,77,80,81}; + // int[] ArrayY = new int[]{75,77,80,82,85,85,85,89,94,90,90}; + + + FileInputStream data = new FileInputStream("/Users/srapp/Desktop/data-analytics/dedupe/dtw/dataset.txt"); //X + FileInputStream data2 = new FileInputStream("/Users/srapp/Desktop/data-analytics/dedupe/dtw/dataset2.txt"); //Y + Scanner scanner = new Scanner(data); + Scanner scanner2 = new Scanner(data2); + + DataSetX = new int[11044];//I looked at the number of lines in the file + DataSetY = new int[11044]; + + int i = 0; + while(scanner.hasNextLine()) + { + + DataSetX[i] = scanner.nextInt(); + DataSetY[i] = scanner2.nextInt(); + + i++; + } + scanner.close(); + scanner2.close(); + + + + int HorizontalTraversals = DataSetX.length+DataSetY.length-1; + ZeroCounter = new int[HorizontalTraversals]; //count zeros in each horizontal traversal each index is a travesal + LongestZeroString = new int[HorizontalTraversals]; //tallys the longest continious string of zeros found in any given traversal + LZScoordinates = new int[HorizontalTraversals][2];//records coordinates(in 2 column matrix) 0 index is X pos, 1 index is Y pos (seems reversed for some reason) + + + if(DataSetX.length==DataSetY.length) + { + DistanceMatrix = new int[DataSetY.length][DataSetX.length]; //row then columns (incrementing the X values chances the column) + //Columns of DisMatrixFillingHorizontally = DisMatrixCreater + + DisMatrixFillingHorizontally(DataSetY,DataSetX); + //DisMatrixFillingHorizontally(ArrayY,ArrayX);//horizontally filling the Matrix, while counting zeros per traversal + // PrintMatrix(DistanceMatrix); //just a basic print function + // PrintMatrix(LZScoordinates); + System.out.println("RESULT SECTION:"); + System.out.println("1. Array index of most zeros: " + getIndexOfLargest(ZeroCounter)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("2. Array index of longest string of zeros: " + getIndexOfLargest(LongestZeroString)); + System.out.println("3. Starting coordinates of the traversal(on the grid edge) with the longest continuous string of zeros: (x,y)_" + GridStartingCoordinates(LongestZeroString)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("4. Starting coordinates of the traversal(on the grid edge) with the most total zeros: (x,y)_" + GridStartingCoordinates(ZeroCounter));//converts the index of greatest traversal to the starting index(on the edge of the grid) of said traversal + //DisMatrixCreater(ArrayY,ArrayX);//standard double for loop to create the proper distance matrix- to check agaisnt by horizontal creation + + System.out.println("5. Exact X & Y grid coordinates of longest String of Zeros (x,y)_"+ "(" + LZScoordinates[getIndexOfLargest(LongestZeroString)][1] + "," + LZScoordinates[getIndexOfLargest(LongestZeroString)][0] + ")"); + System.out.println("6. Percentage Match relative to perfect match_(most total zeros)_" + PercentMatch(ZeroCounter,DataSetX) + "%"); + System.out.println("7. Percentage Match relative to perfect match_(longest continous string of zeros)_" + PercentMatch(LongestZeroString,DataSetX) + "%"); + + } + else + { + System.out.println("The Datasets being compared aren't the same length-"); + } + + } + +//public static void ReadGoogleSlides() + + public static void DisMatrixFillingHorizontally(int[]D1, int[]D2)//int XstartPos, int YstartPos or maybe like a counter of # of traversals + {//arguemnts are the vectors/arrays of data points, the X and Y starting position within the Matrix + //Xpos = columns Ypos= rows + + int x = D1.length+D2.length-1; //# of horizontal iterations needed to go through every potential unit of the grid. Its the number of edge points we use + //13 is the answer for a 7 by 7 grid. + //its equal to the number of edge values or length + width - 1 + int XstartPos = 0; + int YstartPos = 0; + int traversalsFromMiddle = 0; + int ZeroCounter = 0; //index of ZeroCounter array- it is the same as the traversalFromMiddle untill TFM is reset after half the grid is filled + //with evenly sized arrays the X value will always be Odd so we have to account for java rounding down by adding 1 + + for(int i=0; i<((x/2)+1); i++)//goes through as many times are you need to traverse the middle traversal to the bottom left corner. + { + traversalsFromMiddle = MatrixHelper(D1, D2, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; //if the Helper returns the traversal count we can use its value even if the method is creating seperate variables + ZeroCounter++; + XstartPos = traversalsFromMiddle; + } + + traversalsFromMiddle=1; + XstartPos = 0;//give new starting edge index values + YstartPos = 1; + + for(int p=0; p<(x/2); p++) //traversals from 1 above the middle to top right corner. + { + traversalsFromMiddle = MatrixHelper(D1, D2, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; + ZeroCounter++; + YstartPos = traversalsFromMiddle; + } + } + + + /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at + + if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. + The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) + starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]D1, int[]D2, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete horizontal traversal of the grid + + int SidelengthX = D1.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + //System.out.println("(Y,X)" + Ypos + "," + Xpos); + //System.out.println("traversals = " + traversals); //doesn't work in secound half of the listing unless the traversal values are reset to 1 + + int DistanceValue = (D2[Ypos]-D1[Xpos])*(D2[Ypos]-D1[Xpos]); //the difference between the values squared + DistanceMatrix[Xpos][Ypos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + //System.out.println("Active Zero Counter: " + ActiveZeroCounter); + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + //System.out.println("#: " + (Xpos - ActiveZeroCounter) + "," + (Ypos - ActiveZeroCounter)); + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter +1); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter +1); + + } + //System.out.println(ActiveZeroCounter); + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos == SidelengthX-1-traversals && Ypos == SidelengthX-1)//-1 is because array index starts at zero side length doesn't. + { + //System.out.println("time to break-TR"); + //System.out.println("number of zeros:" + ZeroCounter[ZerocIndex]); + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + // System.out.println("#: " + (Xpos - ActiveZeroCounter + 1) + "," + (Ypos - ActiveZeroCounter + 1)); + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter + 1); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter + 1); + + } + + test = false; + break; + } + + if(Xpos== SidelengthX-1 && Ypos== SidelengthX-1-traversals)//the ending coordinates for values below the middle traversal towards to bottom left + { + //System.out.println("time to break2-BL"); + //System.out.println("number of zeros:" + ZeroCounter[ZerocIndex]); + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + //System.out.println("#: " + (Xpos - ActiveZeroCounter + 1) + "," + (Ypos - ActiveZeroCounter + 1)); + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter + 1); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter + 1); + } + + test = false; + break; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridStartingCoordinates(int[] array) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + if(LargestValueIndex>((array.length/2))) + { + coordinates = new String(("(" + (LargestValueIndex-((array.length/2))) + "," + 0 +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + 0 + "," + LargestValueIndex + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static double PercentMatch(int[]Array, int[]GridSideLength) + { //takes in two arrays. Finds the percent match between largest value in first array and max length in second array + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal = GridSideLength.length; + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + +} + + diff --git a/dedupe/dtw/FileToArrayScanner.java b/dedupe/dtw/FileToArrayScanner.java new file mode 100644 index 00000000..9851ae4d --- /dev/null +++ b/dedupe/dtw/FileToArrayScanner.java @@ -0,0 +1,38 @@ +import java.io.FileInputStream; +import java.io.FileNotFoundException; +import java.util.Scanner; + + + +public class FileToArrayScanner { + + static int[]DataSet; + static int[]DataSet2; + + + public static void main(String args[]) throws FileNotFoundException + { + FileInputStream data = new FileInputStream("/Users/srapp/Desktop/dataset.txt"); + FileInputStream data2 = new FileInputStream("/Users/srapp/Desktop/dataset2.txt"); + Scanner scanner = new Scanner(data); + Scanner scanner2 = new Scanner(data2); + + DataSet = new int[11044];//I looked at the number of lines in the file + DataSet2 = new int[11044]; + + int i = 0; + while(scanner.hasNextLine()) + { + // System.out.println(scanner.nextLine()); + //System.out.println(scanner.nextInt()); + DataSet[i] = scanner.nextInt(); + DataSet2[i] = scanner2.nextInt(); + System.out.println(DataSet[i]+"!1"); + System.out.println(DataSet2[i]+"!2"); + i++; + } + scanner.close(); + scanner2.close(); + } + +} diff --git a/dedupe/dtw/SqaureGridUpdate1.java b/dedupe/dtw/SqaureGridUpdate1.java index f1d37475..04b218b1 100644 --- a/dedupe/dtw/SqaureGridUpdate1.java +++ b/dedupe/dtw/SqaureGridUpdate1.java @@ -67,6 +67,15 @@ public static void DisMatrixCreater(int[]X,int[]Y) //standard approach to creati PrintMatrix(DistanceMX); //prints the Matrix it creates at the end } + public static void PrintArray(int[]Array) + { + for (int i = 0; i < Array.length; i++) + { + System.out.print(" | " + Array[i] + " | "); + System.out.println(); + } + System.out.println(); + } public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given a Matrix @@ -75,10 +84,12 @@ public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given { for (int j = 0; j < Matrix[i].length; j++) { + System.out.print("| "); System.out.print(Matrix[i][j] + " | "); } System.out.println(); } + System.out.println(); } diff --git a/dedupe/dtw/SqaureGridUpdate2.java b/dedupe/dtw/SqaureGridUpdate2.java new file mode 100644 index 00000000..3bc3d167 --- /dev/null +++ b/dedupe/dtw/SqaureGridUpdate2.java @@ -0,0 +1,87 @@ +public class SqaureGridUpdate2 +{ + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + + + + public static void MatchArrays(int[]Array1, int[]Array2) + { + if(Array1.length>Array2.length) + { + int[] Temp = new int[Array1.length]; + for(int i = 0; i Date: Tue, 23 Oct 2018 23:54:06 -0700 Subject: [PATCH 05/32] Rectangular Distance Matrix Code Works with uneven sets of time series data. Fixed bug related to finding coordinate information of longest string of consecutive matches. --- dedupe/dtw/SqaureGridUpdateRec.java | 88 +++++++++ dedupe/dtw/rectangleMatrixProper.java | 254 ++++++++++++++++++++++++++ 2 files changed, 342 insertions(+) create mode 100644 dedupe/dtw/SqaureGridUpdateRec.java create mode 100644 dedupe/dtw/rectangleMatrixProper.java diff --git a/dedupe/dtw/SqaureGridUpdateRec.java b/dedupe/dtw/SqaureGridUpdateRec.java new file mode 100644 index 00000000..0575e5ad --- /dev/null +++ b/dedupe/dtw/SqaureGridUpdateRec.java @@ -0,0 +1,88 @@ +public class SqaureGridUpdateRec +{ + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + + + + public static void MatchArrays(int[]Array1, int[]Array2) + { + if(Array1.length>Array2.length) + { + int[] Temp = new int[Array1.length]; + for(int i = 0; iy>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete diagonal traversal of the grid + //It compares values from DY/DX arrays + //int XstartPos, int YstartPos are starting positions for the traversal + //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingHorizontally + + int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + int SidelengthY = DY.length; + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared + DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println(ActiveZeroCounter); + if(ActiveZeroCounter>0) + LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); + //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', + //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible + //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. + //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. + } + + test = false; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + + if(LargestValueIndex>=(Matrix[1].length)) + { + coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static double PercentMatch(int[]Array, int[][]Matrix) + { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. + //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal; + + //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength + if(Matrix.length > Matrix[1].length) + { + ValueTotal = Matrix[1].length; + } + else + { + ValueTotal = Matrix.length; + } + + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + +} + + From 67e47d65392a68515ebafb2c7eaf617961497dac Mon Sep 17 00:00:00 2001 From: samuelrapp Date: Tue, 27 Nov 2018 23:37:08 -0800 Subject: [PATCH 06/32] 50% assumption MP --- .../rectangleMatrix50PercentAssumption.java | 324 ++++++++++++++++++ 1 file changed, 324 insertions(+) create mode 100644 dedupe/dtw/rectangleMatrix50PercentAssumption.java diff --git a/dedupe/dtw/rectangleMatrix50PercentAssumption.java b/dedupe/dtw/rectangleMatrix50PercentAssumption.java new file mode 100644 index 00000000..5c45908f --- /dev/null +++ b/dedupe/dtw/rectangleMatrix50PercentAssumption.java @@ -0,0 +1,324 @@ +import java.io.FileInputStream; +import java.io.FileNotFoundException; +import java.util.Scanner; + +public class rectangleMatrix50PercentAssumption extends SqaureGridUpdateRec +{ + static int[] ZeroCounter; //static members of the class which can be accessed anywhere + static int[][] DistanceMatrix; + static int[] LongestZeroString; + static int[][] LZScoordinates; + static int[] DataSetX; + static int[] DataSetY; + + + + public static void main(String[] args) throws FileNotFoundException + { + +//QUICK TEST CASES + // {1,1,2,2,1,1};//set of values that should have different LongestZeroString and ZeroCounter + // {1,2,2,2,0,1}; + + // int[] ArrayX = new int[]{1,1,2,3,2,1,0,1};//set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayY = new int[]{0,1,1,2,3,2,1,1,3,1,2}; + + //{0,0,0,1,1};// + //{0,0,1,1,0};// + + + // int[] ArrayY = new int[]{1,2,1,1,2,4,4,3}; + // int[] ArrayX = new int[]{1,1,1,2,4,4,3,2,3,2,1}; + + // int[] ArrayY = new int[]{2,2,3,3,2,2,2,2,2}; //set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayX = new int[]{2,2,2,3,2,2}; + + // int[] ArrayX = new int[]{3,2,3,1}; //GOOD example of finding starting coordinates of starting positions + // int[] ArrayY = new int[]{2,3,1,3,1,3,4,1}; + // int[] ArrayX = new int[]{80,82,85,85,94,90,90,75,77,80,81}; + // int[] ArrayY = new int[]{75,77,80,82,85,85,85,89,94,90,90}; + + + FileInputStream data = new FileInputStream("/Users/samuelrapp/Desktop/DM/datasetTest.txt"); //X + FileInputStream data2 = new FileInputStream("/Users/samuelrapp/Desktop/DM/dataset2Test.txt"); //Y + Scanner scanner = new Scanner(data); + Scanner scanner2 = new Scanner(data2); + + DataSetX = new int[11044];//I looked at the number of lines in the file + DataSetY = new int[11044]; + // DataSetX = ArrayX; + // DataSetY = ArrayY; + + int i = 0; + while(scanner.hasNextLine()) + { + + DataSetX[i] = scanner.nextInt(); + DataSetY[i] = scanner2.nextInt(); + + i++; + } + scanner.close(); + scanner2.close(); + + + + int HorizontalTraversals = DataSetX.length+DataSetY.length-1; + ZeroCounter = new int[HorizontalTraversals]; //count total zero/matchs in each diagonal traversal + LongestZeroString = new int[HorizontalTraversals]; //tallys the longest continious string of zeros found in any given traversal + LZScoordinates = new int[HorizontalTraversals][2];//records coordinates(in 2 column matrix) 0 index is X pos, 1 index is Y pos (seems reversed for some reason) + + + + DistanceMatrix = new int[DataSetY.length][DataSetX.length]; //row then columns (incrementing the X values chances the column) + //Columns of DisMatrixFillingHorizontally = DisMatrixCreater + //PrintMatrix(DistanceMatrix); + DisMatrixFillingHorizontally(DataSetY,DataSetX); + //DisMatrixFillingHorizontally(ArrayY,ArrayX);//horizontally filling the Matrix, while counting zeros per traversal + // PrintMatrix(DistanceMatrix); //just a basic print function + // PrintMatrix(LZScoordinates); + System.out.println("RESULT SECTION:"); + System.out.println("1. Array index of most zeros: " + getIndexOfLargest(ZeroCounter)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("2. Array index of longest string of zeros: " + getIndexOfLargest(LongestZeroString)); + System.out.println("3. Starting coordinates of the traversal(on the grid edge) with the longest continuous string of zeros: (x,y)_" + GridEdgeCoordinates(LongestZeroString, DistanceMatrix)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("4. Starting coordinates of the traversal(on the grid edge) with the most total zeros: (x,y)_" + GridEdgeCoordinates(ZeroCounter, DistanceMatrix));//converts the index of greatest traversal to the starting index(on the edge of the grid) of said traversal + //DisMatrixCreater(ArrayY,ArrayX);//standard double for loop to create the proper distance matrix- to check agaisnt by horizontal creation + //PrintMatrix(DistanceMatrix); + System.out.println("5. Exact X & Y grid coordinates of longest String of Zeros (x,y)_"+ "(" + LZScoordinates[getIndexOfLargest(LongestZeroString)][0] + "," + LZScoordinates[getIndexOfLargest(LongestZeroString)][1] + ")"); + System.out.println("6. Percentage Match relative to perfect match_(most total zeros)_" + PercentMatch(ZeroCounter,DistanceMatrix) + "%"); + System.out.println("7. Percentage Match relative to perfect match_(longest continous string of zeros)_" + PercentMatch(LongestZeroString,DistanceMatrix) + "%"); + + } + +//public static void ReadGoogleSlides() + + public static void DisMatrixFillingHorizontally(int[]DY, int[]DX) + {//arguemnts are the arrays of data points + //Xpos = columns Ypos= rows + int TotalTraversals = DY.length+DX.length-1; //# of horizontal iterations needed to go through every potential unit of the grid. Its the number of edge points we use + //13 is the answer for a 7 by 7 grid. + //its equal to the number of edge values or length + width - 1 + int TraversalsStartingonYAxis = TotalTraversals-DX.length; + int TraversalsStartingonXAxis = TotalTraversals-DY.length; + + int shortersidelength; //determining the longest possible diagonal in the given matrix + boolean LongerSideY; + int difference; + + if(TraversalsStartingonYAxis>TraversalsStartingonXAxis) + { + shortersidelength = TraversalsStartingonXAxis+1; + LongerSideY = true; + } + else + { + shortersidelength = TraversalsStartingonYAxis+1; + LongerSideY = false; + } + + if(LongerSideY==true) //to make sure I get a positive value when taking the difference. + { + difference = TraversalsStartingonYAxis - TraversalsStartingonXAxis; + } + else + { + difference = TraversalsStartingonXAxis - TraversalsStartingonYAxis; + } + + //int CutOffPoint = (shortersidelength/2);//setting what value with result in a corner cut off + int CutOffPoint = (shortersidelength/4);//lower cut off, less traversals removed. + + int XstartPos = 0; + int YstartPos = 0; + int traversalsFromMiddle = 0; + int ZeroCounter = 0; //index of ZeroCounter array- it is the same as the traversalFromMiddle untill TFM is reset after half the grid is filled + //with evenly sized arrays the X value will always be Odd so we have to account for java rounding down by adding 1 + + for(int i=0; i<(TraversalsStartingonXAxis+1); i++)//goes through as many times are you need to traverse the middle traversal to the bottom left corner. + { + if(LongerSideY==false) //X is the longer side, so it must be accounted for in the assumption + { + if(CutOffPoint>=(shortersidelength+difference-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped"); + ZeroCounter = ZeroCounter +1; + continue; + } + } + else + { + if(CutOffPoint>=(shortersidelength-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped:::"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; //if the Helper returns the traversal count we can use its value even if the method is creating seperate variables + ZeroCounter++; + XstartPos = traversalsFromMiddle; + } + + traversalsFromMiddle=1; + XstartPos = 0;//give new starting edge index values + YstartPos = 1; + +//System.out.println(LongerSideY); + + for(int p=0; p=(shortersidelength-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + {//+-1 because the values start at (0,1) instead of (0,0) in the for loop above. So there are fewer loops to reach the threshhold + //System.out.println("Skipped->"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + else //Y is the longer side so we have to give it more buffer space + { + if(CutOffPoint>=(shortersidelength+difference-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped----"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; + ZeroCounter++; + YstartPos = traversalsFromMiddle; + } + } + + + /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at + + if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. + The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) + starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete diagonal traversal of the grid + //It compares values from DY/DX arrays + //int XstartPos, int YstartPos are starting positions for the traversal + //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingHorizontally + + int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + int SidelengthY = DY.length; + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared + DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println(ActiveZeroCounter); + if(ActiveZeroCounter>0) + LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); + //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', + //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible + //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. + //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. + } + + test = false; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + + if(LargestValueIndex>=(Matrix[1].length)) + { + coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static double PercentMatch(int[]Array, int[][]Matrix) + { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. + //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal; + + //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength + if(Matrix.length > Matrix[1].length) + { + ValueTotal = Matrix[1].length; + } + else + { + ValueTotal = Matrix.length; + } + + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + +} + + From 93da4c0d59de73d20e2462318fcffb73938a055c Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:45:58 -0800 Subject: [PATCH 07/32] Create Info --- dedupe/dtw/Old versions MP/Info | 1 + 1 file changed, 1 insertion(+) create mode 100644 dedupe/dtw/Old versions MP/Info diff --git a/dedupe/dtw/Old versions MP/Info b/dedupe/dtw/Old versions MP/Info new file mode 100644 index 00000000..4148a4bb --- /dev/null +++ b/dedupe/dtw/Old versions MP/Info @@ -0,0 +1 @@ +This folder contains old versions of the Distance Matrix Code. From 9a76f63962051be7494caba6ed3eb34b6799ac9b Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:48:19 -0800 Subject: [PATCH 08/32] Rename dedupe/dtw/DistanceMatrix.java to dedupe/dtw/Old versions MP/DistanceMatrix.java --- dedupe/dtw/{ => Old versions MP}/DistanceMatrix.java | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename dedupe/dtw/{ => Old versions MP}/DistanceMatrix.java (100%) diff --git a/dedupe/dtw/DistanceMatrix.java b/dedupe/dtw/Old versions MP/DistanceMatrix.java similarity index 100% rename from dedupe/dtw/DistanceMatrix.java rename to dedupe/dtw/Old versions MP/DistanceMatrix.java From c59059ebb7d730aec5751f7dd9800bbec6dda801 Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:48:35 -0800 Subject: [PATCH 09/32] Rename dedupe/dtw/DistanceMatrixUpdate1.java to dedupe/dtw/Old versions MP/DistanceMatrixUpdate1.java --- dedupe/dtw/{ => Old versions MP}/DistanceMatrixUpdate1.java | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename dedupe/dtw/{ => Old versions MP}/DistanceMatrixUpdate1.java (100%) diff --git a/dedupe/dtw/DistanceMatrixUpdate1.java b/dedupe/dtw/Old versions MP/DistanceMatrixUpdate1.java similarity index 100% rename from dedupe/dtw/DistanceMatrixUpdate1.java rename to dedupe/dtw/Old versions MP/DistanceMatrixUpdate1.java From 49650566491d4b3866d1d60c7526466206233228 Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:48:47 -0800 Subject: [PATCH 10/32] Rename dedupe/dtw/DistanceMatrixUpdate2.java to dedupe/dtw/Old versions MP/DistanceMatrixUpdate2.java --- dedupe/dtw/{ => Old versions MP}/DistanceMatrixUpdate2.java | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename dedupe/dtw/{ => Old versions MP}/DistanceMatrixUpdate2.java (100%) diff --git a/dedupe/dtw/DistanceMatrixUpdate2.java b/dedupe/dtw/Old versions MP/DistanceMatrixUpdate2.java similarity index 100% rename from dedupe/dtw/DistanceMatrixUpdate2.java rename to dedupe/dtw/Old versions MP/DistanceMatrixUpdate2.java From b7292b65b36bc84d8f55924b82f35c8aad865f79 Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:49:35 -0800 Subject: [PATCH 11/32] Rename dedupe/dtw/SqaureGrid.java to dedupe/dtw/Old versions MP/SqaureGrid.java --- dedupe/dtw/{ => Old versions MP}/SqaureGrid.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename dedupe/dtw/{ => Old versions MP}/SqaureGrid.java (99%) diff --git a/dedupe/dtw/SqaureGrid.java b/dedupe/dtw/Old versions MP/SqaureGrid.java similarity index 99% rename from dedupe/dtw/SqaureGrid.java rename to dedupe/dtw/Old versions MP/SqaureGrid.java index 436a4c65..3982c345 100644 --- a/dedupe/dtw/SqaureGrid.java +++ b/dedupe/dtw/Old versions MP/SqaureGrid.java @@ -72,4 +72,4 @@ public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given } } -} \ No newline at end of file +} From 56b8ffa5ed3e1d285b438afeed2fedf2f4cc8a53 Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:49:50 -0800 Subject: [PATCH 12/32] Rename dedupe/dtw/SqaureGridUpdate1.java to dedupe/dtw/Old versions MP/SqaureGridUpdate1.java --- dedupe/dtw/{ => Old versions MP}/SqaureGridUpdate1.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename dedupe/dtw/{ => Old versions MP}/SqaureGridUpdate1.java (99%) diff --git a/dedupe/dtw/SqaureGridUpdate1.java b/dedupe/dtw/Old versions MP/SqaureGridUpdate1.java similarity index 99% rename from dedupe/dtw/SqaureGridUpdate1.java rename to dedupe/dtw/Old versions MP/SqaureGridUpdate1.java index 04b218b1..e4df1602 100644 --- a/dedupe/dtw/SqaureGridUpdate1.java +++ b/dedupe/dtw/Old versions MP/SqaureGridUpdate1.java @@ -95,4 +95,4 @@ public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given -} \ No newline at end of file +} From e6fc6e979eeca97b1d0cfc3f11bff1c683d1bdda Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:50:04 -0800 Subject: [PATCH 13/32] Rename dedupe/dtw/SqaureGridUpdate2.java to dedupe/dtw/Old versions MP/SqaureGridUpdate2.java --- dedupe/dtw/{ => Old versions MP}/SqaureGridUpdate2.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename dedupe/dtw/{ => Old versions MP}/SqaureGridUpdate2.java (99%) diff --git a/dedupe/dtw/SqaureGridUpdate2.java b/dedupe/dtw/Old versions MP/SqaureGridUpdate2.java similarity index 99% rename from dedupe/dtw/SqaureGridUpdate2.java rename to dedupe/dtw/Old versions MP/SqaureGridUpdate2.java index 3bc3d167..e6039589 100644 --- a/dedupe/dtw/SqaureGridUpdate2.java +++ b/dedupe/dtw/Old versions MP/SqaureGridUpdate2.java @@ -84,4 +84,4 @@ public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given -} \ No newline at end of file +} From f2c75005bb962d2ac54128e4c0f829f5da10a4e8 Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Tue, 27 Nov 2018 23:52:50 -0800 Subject: [PATCH 14/32] explination java code to run MP with uneven datasets lengths --- dedupe/dtw/rectangleMatrixProper.java | 1 + 1 file changed, 1 insertion(+) diff --git a/dedupe/dtw/rectangleMatrixProper.java b/dedupe/dtw/rectangleMatrixProper.java index b3a7ecbd..cb62ea8a 100644 --- a/dedupe/dtw/rectangleMatrixProper.java +++ b/dedupe/dtw/rectangleMatrixProper.java @@ -168,6 +168,7 @@ public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int travers ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal ActiveZeroCounter = ActiveZeroCounter+1; } + // else //found non zero value { if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal From 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zLUSYqo9Rx%`zakDu}*}rR3RzARa6&EJjX||#swhNT z62y{$r2jh7`pXFC@8gocIeK~;);9lG%lDf9-{5(F6QrLIKBvD~f6^|FU?*n}I)NvM z&;5xDwDfdwr+ab&#h<`F-6uDYhmP;*d=djS-}_n9@jgBFR))?{)Jj;8n_E~wn9o|6 z&&uX03d1LC@sy0S5frqt;4v2#692!Sc$zvF$NX>L&mpH z487TJik!LiWB|%0NIM(Q&S%dAdU1XKLJR)0q)7MwdOUrFxx1&2yR{7_FOMK5GqdbF HIn4h85Pj)s From 058f0a32295b53431f4063eb8db022a82aa03571 Mon Sep 17 00:00:00 2001 From: samuelrapp Date: Fri, 30 Nov 2018 23:47:32 -0800 Subject: [PATCH 20/32] Changing the java and changing the code to fit in one class and file --- dedupe/dtw/rectangleMatrixCutOff.class | Bin 0 -> 4745 bytes dedupe/dtw/rectangleMatrixCutOff.java | 371 +++++++++++++++++++++++++ 2 files changed, 371 insertions(+) create mode 100644 dedupe/dtw/rectangleMatrixCutOff.class create mode 100644 dedupe/dtw/rectangleMatrixCutOff.java diff --git a/dedupe/dtw/rectangleMatrixCutOff.class b/dedupe/dtw/rectangleMatrixCutOff.class new file mode 100644 index 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shortersidelength = TraversalsStartingonYAxis+1; + LongerSideY = false; + } + + if(LongerSideY==true) //to make sure I get a positive value when taking the difference. + { + difference = TraversalsStartingonYAxis - TraversalsStartingonXAxis; + } + else + { + difference = TraversalsStartingonXAxis - TraversalsStartingonYAxis; + } + + //int CutOffPoint = (shortersidelength/2);//setting what value with result in a corner cut off + int CutOffPoint = (shortersidelength/100);//lower cut off, less traversals removed. + + int XstartPos = 0; + int YstartPos = 0; + int traversalsFromMiddle = 0; + int ZeroCounter = 0; //index of ZeroCounter array- it is the same as the traversalFromMiddle untill TFM is reset after half the grid is filled + //with evenly sized arrays the X value will always be Odd so we have to account for java rounding down by adding 1 + + for(int i=0; i<(TraversalsStartingonXAxis+1); i++)//goes through as many times are you need to traverse the middle traversal to the bottom left corner. + { + if(LongerSideY==false) //X is the longer side, so it must be accounted for in the assumption + { + if(CutOffPoint>=(shortersidelength+difference-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped"); + ZeroCounter = ZeroCounter +1; + continue; + } + } + else + { + if(CutOffPoint>=(shortersidelength-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped:::"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; //if the Helper returns the traversal count we can use its value even if the method is creating seperate variables + ZeroCounter++; + XstartPos = traversalsFromMiddle; + } + + traversalsFromMiddle=1; + XstartPos = 0;//give new starting edge index values + YstartPos = 1; + +//System.out.println(LongerSideY); + + for(int p=0; p=(shortersidelength-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + {//+-1 because the values start at (0,1) instead of (0,0) in the for loop above. So there are fewer loops to reach the threshhold + //System.out.println("Skipped->"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + else //Y is the longer side so we have to give it more buffer space + { + if(CutOffPoint>=(shortersidelength+difference-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped----"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; + ZeroCounter++; + YstartPos = traversalsFromMiddle; + } + } + + + /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at + + if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. + The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) + starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete diagonal traversal of the grid + //It compares values from DY/DX arrays + //int XstartPos, int YstartPos are starting positions for the traversal + //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingDiagonally + + int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + int SidelengthY = DY.length; + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared + DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println(ActiveZeroCounter); + if(ActiveZeroCounter>0) + LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); + //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', + //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible + //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. + //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. + } + + test = false; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + + if(LargestValueIndex>=(Matrix[1].length)) + { + coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + public static double PercentMatch(int[]Array, int[][]Matrix) + { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. + //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal; + + //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength + if(Matrix.length > Matrix[1].length) + { + ValueTotal = Matrix[1].length; + } + else + { + ValueTotal = Matrix.length; + } + + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + + public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given a Matrix + {//Print out the matrix in nice + for (int i = 0; i < Matrix.length; i++) + { + for (int j = 0; j < Matrix[i].length; j++) + { + System.out.print(Matrix[i][j] + " | "); + } + System.out.println(); + } + System.out.print("_____________________________________"); + System.out.println(); + } + + public static void DisMatrixHorizontal(int[]X,int[]Y) //standard approach to creating the distance matrix via 2 for loop. horizontal traversal not diagonal + { + int[][] DistanceMX = new int[X.length][Y.length]; + for(int i=0; i<(X.length); i++) + { + for(int t=0; t Date: Fri, 30 Nov 2018 23:50:40 -0800 Subject: [PATCH 21/32] Rename dedupe/dtw/SqaureGridUpdateRec.java to dedupe/dtw/Old versions MP/SqaureGridUpdateRec.java --- dedupe/dtw/{ => Old versions MP}/SqaureGridUpdateRec.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename dedupe/dtw/{ => Old versions MP}/SqaureGridUpdateRec.java (99%) diff --git a/dedupe/dtw/SqaureGridUpdateRec.java b/dedupe/dtw/Old versions MP/SqaureGridUpdateRec.java similarity index 99% rename from dedupe/dtw/SqaureGridUpdateRec.java rename to dedupe/dtw/Old versions MP/SqaureGridUpdateRec.java index f1245eb9..c4028548 100644 --- a/dedupe/dtw/SqaureGridUpdateRec.java +++ b/dedupe/dtw/Old versions MP/SqaureGridUpdateRec.java @@ -86,4 +86,4 @@ public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given -} \ No newline at end of file +} From af87a7cfe3708c5a3bfc9e70e2ef9143429afc52 Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Fri, 30 Nov 2018 23:51:01 -0800 Subject: [PATCH 22/32] Delete SqaureGridUpdateRec.class --- dedupe/dtw/SqaureGridUpdateRec.class | Bin 1951 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 dedupe/dtw/SqaureGridUpdateRec.class diff --git a/dedupe/dtw/SqaureGridUpdateRec.class b/dedupe/dtw/SqaureGridUpdateRec.class deleted file mode 100644 index abc49bcb66df7823e70ac1f849648031beb038cf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1951 zcmaKsO-~zF6o%jHu|39^@STL%CWHbtW5;gDN7I^+fD;m@2BJ6#icm!ddkPcGj5{8p 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dedupe/dtw/rectangleMatrix50PercentAssumption.java to dedupe/dtw/Old versions MP/rectangleMatrix50PercentAssumption.java --- .../{ => Old versions MP}/rectangleMatrix50PercentAssumption.java | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename dedupe/dtw/{ => Old versions MP}/rectangleMatrix50PercentAssumption.java (100%) diff --git a/dedupe/dtw/rectangleMatrix50PercentAssumption.java b/dedupe/dtw/Old versions MP/rectangleMatrix50PercentAssumption.java similarity index 100% rename from dedupe/dtw/rectangleMatrix50PercentAssumption.java rename to dedupe/dtw/Old versions MP/rectangleMatrix50PercentAssumption.java From 5fdb5f13e1c4381600695d8ccec962836be8df8e Mon Sep 17 00:00:00 2001 From: Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Fri, 30 Nov 2018 23:51:38 -0800 Subject: [PATCH 24/32] Delete rectangleMatrix50PercentAssumption.class --- .../dtw/rectangleMatrix50PercentAssumption.class | Bin 4167 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete 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Date: Fri, 30 Nov 2018 23:59:54 -0800 Subject: [PATCH 25/32] renamed files and organization --- .../dtw/DistanceMatrixCutOffAssumption.class | Bin 0 -> 4763 bytes .../dtw/DistanceMatrixCutOffAssumption.java | 371 ++++++++++++++++++ .../rectangleMatrixCutOff.class | Bin 0 -> 4745 bytes .../rectangleMatrixCutOff.java | 371 ++++++++++++++++++ 4 files changed, 742 insertions(+) create mode 100644 dedupe/dtw/DistanceMatrixCutOffAssumption.class create mode 100644 dedupe/dtw/DistanceMatrixCutOffAssumption.java create mode 100644 dedupe/dtw/Old versions MP/rectangleMatrixCutOff.class create mode 100644 dedupe/dtw/Old versions MP/rectangleMatrixCutOff.java diff --git a/dedupe/dtw/DistanceMatrixCutOffAssumption.class b/dedupe/dtw/DistanceMatrixCutOffAssumption.class new file mode 100644 index 0000000000000000000000000000000000000000..cc9b4e9d9cd50e82e2bca94ab1aa5bc2d49357e7 GIT binary patch literal 4763 zcmb_gdvH|M8ULN^-Mx2rZyqdM0ZHH@4>u1s5O67khme3o6BbAiLQ2Ucdy_2L>`iy? zVxqRbqF8IIR&5onRm4f1YO623Zl|wlr|nFcDE*zg8xkI4 z?M!#zJLi7)obUDfzVDoy@4h!a0bng&3Sk8jDt2ku9YP8AXlPf_5kdfagQ&x;lI)XY zza*V1R>|>zBwZnr4@+_|h>zfqhVBq79G0A(2*vkBAkZftQxVD@h`@&d`8XJX0!Pk< zBJd*{p}MSmbftj2ilY&za=~Kki9mxBxUrM+_=_MYC0e*$k~=iq89@k+ijS+fOCWr} z&N@v_KI7V1fs(EkfwJaQ&b2ZSX%toGUl9^F^kQOIr`L_c%^A znaWtMofFWSE!S$d-Tl+kPJzINR3_zaqNHf`tpZAule7iOTT>Z(XMXUoo$as=r^!(U ztyD(fnrK(+5$mW`pSCi6^#xsxa${)QaF0FYrkqSp#oYqe($a#F+f(T@Eox3#eNM(o zr$+?TXje;Di`-V)?pi$qZPt*dMn%1VUf8z7P7g`H!`|8!{;KKe?3=QwT}j$-cDz&p`rR_J2&7u9NX%X1Tts49rPvU4!cs? 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Array index of most zeros: " + getIndexOfLargest(ZeroCounter)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("2. Array index of longest string of zeros: " + getIndexOfLargest(LongestZeroString)); + System.out.println("3. Starting coordinates of the traversal(on the grid edge) with the longest continuous string of zeros: (x,y)_" + GridEdgeCoordinates(LongestZeroString, DistanceMatrix)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("4. Starting coordinates of the traversal(on the grid edge) with the most total zeros: (x,y)_" + GridEdgeCoordinates(ZeroCounter, DistanceMatrix));//converts the index of greatest traversal to the starting index(on the edge of the grid) of said traversal + DisMatrixHorizontal(ArrayY,ArrayX);//standard double for loop to create the proper distance matrix- to check agaisnt by horizontal creation + PrintMatrix(DistanceMatrix); + + System.out.println("5. Exact X & Y grid coordinates of longest String of Zeros (x,y)_"+ "(" + LZScoordinates[getIndexOfLargest(LongestZeroString)][0] + "," + LZScoordinates[getIndexOfLargest(LongestZeroString)][1] + ")"); + System.out.println("6. Percentage Match relative to perfect match_(most total zeros)_" + PercentMatch(ZeroCounter,DistanceMatrix) + "%"); + System.out.println("7. Percentage Match relative to perfect match_(longest continous string of zeros)_" + PercentMatch(LongestZeroString,DistanceMatrix) + "%"); + + } + +//public static void ReadGoogleSlides() + + public static void DisMatrixFillingDiagonally(int[]DY, int[]DX) + {//arguemnts are the arrays of data points + //Xpos = columns Ypos= rows + int TotalTraversals = DY.length+DX.length-1; //# of diagonal iterations needed to go through every potential unit of the grid. Its the number of edge points we use + //13 is the answer for a 7 by 7 grid. + //its equal to the number of edge values or length + width - 1 + int TraversalsStartingonYAxis = TotalTraversals-DX.length; + int TraversalsStartingonXAxis = TotalTraversals-DY.length; + + int shortersidelength; //determining the longest possible diagonal in the given matrix, ala the length of the shorter data set + boolean LongerSideY; + int difference; + + if(TraversalsStartingonYAxis>TraversalsStartingonXAxis) //the Y axis is bigger than the X axis + { + shortersidelength = TraversalsStartingonXAxis+1; + LongerSideY = true; + } + else ////the X axis is bigger than the Y axis + { + shortersidelength = TraversalsStartingonYAxis+1; + LongerSideY = false; + } + + if(LongerSideY==true) //to make sure I get a positive value when taking the difference. + { + difference = TraversalsStartingonYAxis - TraversalsStartingonXAxis; + } + else + { + difference = TraversalsStartingonXAxis - TraversalsStartingonYAxis; + } + + //int CutOffPoint = (shortersidelength/2);//setting what value with result in a corner cut off + int CutOffPoint = (shortersidelength/100);//lower cut off, less traversals removed. + + int XstartPos = 0; + int YstartPos = 0; + int traversalsFromMiddle = 0; + int ZeroCounter = 0; //index of ZeroCounter array- it is the same as the traversalFromMiddle untill TFM is reset after half the grid is filled + //with evenly sized arrays the X value will always be Odd so we have to account for java rounding down by adding 1 + + for(int i=0; i<(TraversalsStartingonXAxis+1); i++)//goes through as many times are you need to traverse the middle traversal to the bottom left corner. + { + if(LongerSideY==false) //X is the longer side, so it must be accounted for in the assumption + { + if(CutOffPoint>=(shortersidelength+difference-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped"); + ZeroCounter = ZeroCounter +1; + continue; + } + } + else + { + if(CutOffPoint>=(shortersidelength-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped:::"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; //if the Helper returns the traversal count we can use its value even if the method is creating seperate variables + ZeroCounter++; + XstartPos = traversalsFromMiddle; + } + + traversalsFromMiddle=1; + XstartPos = 0;//give new starting edge index values + YstartPos = 1; + +//System.out.println(LongerSideY); + + for(int p=0; p=(shortersidelength-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + {//+-1 because the values start at (0,1) instead of (0,0) in the for loop above. So there are fewer loops to reach the threshhold + //System.out.println("Skipped->"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + else //Y is the longer side so we have to give it more buffer space + { + if(CutOffPoint>=(shortersidelength+difference-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped----"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; + ZeroCounter++; + YstartPos = traversalsFromMiddle; + } + } + + + /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at + + if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. + The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) + starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete diagonal traversal of the grid + //It compares values from DY/DX arrays + //int XstartPos, int YstartPos are starting positions for the traversal + //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingDiagonally + + int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + int SidelengthY = DY.length; + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared + DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println(ActiveZeroCounter); + if(ActiveZeroCounter>0) + LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); + //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', + //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible + //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. + //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. + } + + test = false; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + + if(LargestValueIndex>=(Matrix[1].length)) + { + coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + public static double PercentMatch(int[]Array, int[][]Matrix) + { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. + //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal; + + //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength + if(Matrix.length > Matrix[1].length) + { + ValueTotal = Matrix[1].length; + } + else + { + ValueTotal = Matrix.length; + } + + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + + public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given a Matrix + {//Print out the matrix in nice + for (int i = 0; i < Matrix.length; i++) + { + for (int j = 0; j < Matrix[i].length; j++) + { + System.out.print(Matrix[i][j] + " | "); + } + System.out.println(); + } + System.out.print("_____________________________________"); + System.out.println(); + } + + public static void DisMatrixHorizontal(int[]X,int[]Y) //standard approach to creating the distance matrix via 2 for loop. horizontal traversal not diagonal + { + int[][] DistanceMX = new int[X.length][Y.length]; + for(int i=0; i<(X.length); i++) + { + for(int t=0; t(Ch+A7QdjZUnsZKv%Yeay7e{?nPh+v#iCX**LUN`L3>hD4I- zW2QUso$r44obUDf&Uenux8IwX1h5G&g|HS06?-)74WS78G_*aVzlCBWR2PHWi#D{Q1Lw5)kj!H>Sgz9@E5a^YUsR(uVN8m%hd>n{Cfg`!W z2>i%KXf7)sU8!J5#c%|woUju6BGBLjZs?>w{vrrUjTUZ~Kv7qVKuJ?7=USN_yUlX5sSyERmlQ8(buztn&Xo(=`6AQHsjY|FdmJa5 zOl2(B&IxEumTR@!?!g(hQy{Q4l}WkVsVQ1@tANtzByEAx)>OvcJv4CC&URQw)08L! 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So there are fewer loops to reach the threshhold + //System.out.println("Skipped->"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + else //Y is the longer side so we have to give it more buffer space + { + if(CutOffPoint>=(shortersidelength+difference-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped----"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; + ZeroCounter++; + YstartPos = traversalsFromMiddle; + } + } + + + /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at + + if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. + The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) + starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + + + public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete diagonal traversal of the grid + //It compares values from DY/DX arrays + //int XstartPos, int YstartPos are starting positions for the traversal + //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingDiagonally + + int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + int SidelengthY = DY.length; + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared + DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println(ActiveZeroCounter); + if(ActiveZeroCounter>0) + LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); + //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', + //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible + //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. + //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. + } + + test = false; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + + if(LargestValueIndex>=(Matrix[1].length)) + { + coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + public static double PercentMatch(int[]Array, int[][]Matrix) + { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. + //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal; + + //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength + if(Matrix.length > Matrix[1].length) + { + ValueTotal = Matrix[1].length; + } + else + { + ValueTotal = Matrix.length; + } + + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + + public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given a Matrix + {//Print out the matrix in nice + for (int i = 0; i < Matrix.length; i++) + { + for (int j = 0; j < Matrix[i].length; j++) + { + System.out.print(Matrix[i][j] + " | "); + } + System.out.println(); + } + System.out.print("_____________________________________"); + System.out.println(); + } + + public static void DisMatrixHorizontal(int[]X,int[]Y) //standard approach to creating the distance matrix via 2 for loop. horizontal traversal not diagonal + { + int[][] DistanceMX = new int[X.length][Y.length]; + for(int i=0; i<(X.length); i++) + { + for(int t=0; t Date: Sat, 1 Dec 2018 00:01:15 -0800 Subject: [PATCH 26/32] Delete rectangleMatrixCutOff.java --- dedupe/dtw/rectangleMatrixCutOff.java | 371 -------------------------- 1 file changed, 371 deletions(-) delete mode 100644 dedupe/dtw/rectangleMatrixCutOff.java diff --git a/dedupe/dtw/rectangleMatrixCutOff.java b/dedupe/dtw/rectangleMatrixCutOff.java deleted file mode 100644 index 412becdf..00000000 --- a/dedupe/dtw/rectangleMatrixCutOff.java +++ /dev/null @@ -1,371 +0,0 @@ -import java.io.FileInputStream; -import java.io.FileNotFoundException; -import java.util.Scanner; - -public class rectangleMatrixCutOff -{ - static int[] ZeroCounter; //static members of the class which can be accessed anywhere - static int[][] DistanceMatrix; - static int[] LongestZeroString; - static int[][] LZScoordinates; - static int[] DataSetX; - static int[] DataSetY; - - - - public static void main(String[] args) throws FileNotFoundException - { - -//QUICK TEST CASES - // int[] ArrayY = new int[]{1,1,2,2,1,1};//set of values that should have different LongestZeroString and ZeroCounter - // int[] ArrayX = new int[]{1,2,2,2,0,1,1,1}; - - // int[] ArrayX = new int[]{1,1,2,3,2,1,0,1};//set of values that should have different LongestZeroString and ZeroCounter - // int[] ArrayY = new int[]{0,1,1,2,3,2,1,1,3,1,2}; - - //{0,0,0,1,1};// - //{0,0,1,1,0};// - - - int[] ArrayY = new int[]{1,2,1,1,2,4,4,3}; - int[] ArrayX = new int[]{1,1,1,2,4,4,3,2,2,3,4,5}; - - // int[] ArrayX = new int[]{2,2,3,3,2,2,2,2,2}; //set of values that should have different LongestZeroString and ZeroCounter - // int[] ArrayY = new int[]{2,2,2,3,2,2}; - - // int[] ArrayX = new int[]{3,2,3,1}; //GOOD example of finding starting coordinates of starting positions - // int[] ArrayY = new int[]{2,3,1,3,1,3,4,1}; - // int[] ArrayX = new int[]{80,82,85,85,94,90,90,75,77,80,81}; - // int[] ArrayY = new int[]{75,77,80,82,85,85,85,89,94,90,90}; - - - FileInputStream data = new FileInputStream("/Users/samuelrapp/Desktop/DM/datasetTest.txt"); //X - FileInputStream data2 = new FileInputStream("/Users/samuelrapp/Desktop/DM/dataset2Test.txt"); //Y - Scanner scanner = new Scanner(data); - Scanner scanner2 = new Scanner(data2); - - DataSetX = new int[11044];//I looked at the number of lines in the file - DataSetY = new int[11044]; - DataSetX = ArrayX; - DataSetY = ArrayY; - - // int i = 0; - // while(scanner.hasNextLine()) - // { - - // DataSetX[i] = scanner.nextInt(); - // DataSetY[i] = scanner2.nextInt(); - - // i++; - // } - // scanner.close(); - // scanner2.close(); - - - - int HorizontalTraversals = DataSetX.length+DataSetY.length-1; - ZeroCounter = new int[HorizontalTraversals]; //count total zero/matchs in each diagonal traversal - LongestZeroString = new int[HorizontalTraversals]; //tallys the longest continious string of zeros found in any given traversal - LZScoordinates = new int[HorizontalTraversals][2];//records coordinates(in 2 column matrix) 0 index is X pos, 1 index is Y pos (seems reversed for some reason) - - - - DistanceMatrix = new int[DataSetY.length][DataSetX.length]; //row then columns (incrementing the X values chances the column) - PrintMatrix(DistanceMatrix); - DisMatrixFillingDiagonally(DataSetY,DataSetX); - // PrintMatrix(DistanceMatrix); //just a basic print function - // PrintMatrix(LZScoordinates); - System.out.println("RESULT SECTION:"); - System.out.println("1. Array index of most zeros: " + getIndexOfLargest(ZeroCounter)); //index of most exact overlap(ala most matching values/zeros) - System.out.println("2. Array index of longest string of zeros: " + getIndexOfLargest(LongestZeroString)); - System.out.println("3. Starting coordinates of the traversal(on the grid edge) with the longest continuous string of zeros: (x,y)_" + GridEdgeCoordinates(LongestZeroString, DistanceMatrix)); //index of most exact overlap(ala most matching values/zeros) - System.out.println("4. Starting coordinates of the traversal(on the grid edge) with the most total zeros: (x,y)_" + GridEdgeCoordinates(ZeroCounter, DistanceMatrix));//converts the index of greatest traversal to the starting index(on the edge of the grid) of said traversal - DisMatrixHorizontal(ArrayY,ArrayX);//standard double for loop to create the proper distance matrix- to check agaisnt by horizontal creation - PrintMatrix(DistanceMatrix); - - System.out.println("5. Exact X & Y grid coordinates of longest String of Zeros (x,y)_"+ "(" + LZScoordinates[getIndexOfLargest(LongestZeroString)][0] + "," + LZScoordinates[getIndexOfLargest(LongestZeroString)][1] + ")"); - System.out.println("6. Percentage Match relative to perfect match_(most total zeros)_" + PercentMatch(ZeroCounter,DistanceMatrix) + "%"); - System.out.println("7. Percentage Match relative to perfect match_(longest continous string of zeros)_" + PercentMatch(LongestZeroString,DistanceMatrix) + "%"); - - } - -//public static void ReadGoogleSlides() - - public static void DisMatrixFillingDiagonally(int[]DY, int[]DX) - {//arguemnts are the arrays of data points - //Xpos = columns Ypos= rows - int TotalTraversals = DY.length+DX.length-1; //# of diagonal iterations needed to go through every potential unit of the grid. Its the number of edge points we use - //13 is the answer for a 7 by 7 grid. - //its equal to the number of edge values or length + width - 1 - int TraversalsStartingonYAxis = TotalTraversals-DX.length; - int TraversalsStartingonXAxis = TotalTraversals-DY.length; - - int shortersidelength; //determining the longest possible diagonal in the given matrix, ala the length of the shorter data set - boolean LongerSideY; - int difference; - - if(TraversalsStartingonYAxis>TraversalsStartingonXAxis) //the Y axis is bigger than the X axis - { - shortersidelength = TraversalsStartingonXAxis+1; - LongerSideY = true; - } - else ////the X axis is bigger than the Y axis - { - shortersidelength = TraversalsStartingonYAxis+1; - LongerSideY = false; - } - - if(LongerSideY==true) //to make sure I get a positive value when taking the difference. - { - difference = TraversalsStartingonYAxis - TraversalsStartingonXAxis; - } - else - { - difference = TraversalsStartingonXAxis - TraversalsStartingonYAxis; - } - - //int CutOffPoint = (shortersidelength/2);//setting what value with result in a corner cut off - int CutOffPoint = (shortersidelength/100);//lower cut off, less traversals removed. - - int XstartPos = 0; - int YstartPos = 0; - int traversalsFromMiddle = 0; - int ZeroCounter = 0; //index of ZeroCounter array- it is the same as the traversalFromMiddle untill TFM is reset after half the grid is filled - //with evenly sized arrays the X value will always be Odd so we have to account for java rounding down by adding 1 - - for(int i=0; i<(TraversalsStartingonXAxis+1); i++)//goes through as many times are you need to traverse the middle traversal to the bottom left corner. - { - if(LongerSideY==false) //X is the longer side, so it must be accounted for in the assumption - { - if(CutOffPoint>=(shortersidelength+difference-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. - { - //System.out.println("Skipped"); - ZeroCounter = ZeroCounter +1; - continue; - } - } - else - { - if(CutOffPoint>=(shortersidelength-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. - { - //System.out.println("Skipped:::"); - ZeroCounter = ZeroCounter + 1; - continue; - } - } - - - traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; //if the Helper returns the traversal count we can use its value even if the method is creating seperate variables - ZeroCounter++; - XstartPos = traversalsFromMiddle; - } - - traversalsFromMiddle=1; - XstartPos = 0;//give new starting edge index values - YstartPos = 1; - -//System.out.println(LongerSideY); - - for(int p=0; p=(shortersidelength-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. - {//+-1 because the values start at (0,1) instead of (0,0) in the for loop above. So there are fewer loops to reach the threshhold - //System.out.println("Skipped->"); - ZeroCounter = ZeroCounter + 1; - continue; - } - } - else //Y is the longer side so we have to give it more buffer space - { - if(CutOffPoint>=(shortersidelength+difference-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. - { - //System.out.println("Skipped----"); - ZeroCounter = ZeroCounter + 1; - continue; - } - } - - - traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; - ZeroCounter++; - YstartPos = traversalsFromMiddle; - } - } - - - /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at - - if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. - The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) - starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position - - ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) - (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op - longest traversal(starting at 0,0) is maximum the length of the shorter side - - - - for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) - starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid - starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid - //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust - */ - - - - public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) - {//the matrix helper function does one complete diagonal traversal of the grid - //It compares values from DY/DX arrays - //int XstartPos, int YstartPos are starting positions for the traversal - //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal - //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingDiagonally - - int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 - int SidelengthY = DY.length; - boolean test = true; - int ActiveZeroCounter = 0; - - while(test==true) - { - int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared - DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix - - if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) - { - ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal - ActiveZeroCounter = ActiveZeroCounter+1; - } - else //found non zero value - { - if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal - { - LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter - LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); - LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); - - } - ActiveZeroCounter = 0; //reset the active counter to zero - } - - //leave loop if the array indexs being called match the final position the call reaches - if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. - { - if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero - { - LongestZeroString[ZerocIndex] = ActiveZeroCounter; - System.out.println(ActiveZeroCounter); - if(ActiveZeroCounter>0) - LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); - LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); - //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', - //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible - //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. - //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. - } - - test = false; - } - - Xpos = Xpos+1; - Ypos = Ypos+1; - } - - return traversals; //so we can keep track of the position of the traversal - //we need to know which travesal we have just done. To know where to start the next one - } - - - public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array - { - int LargestValueIndex = getIndexOfLargest(array); - String coordinates; - - - if(LargestValueIndex>=(Matrix[1].length)) - { - coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); - //if the starting value was in the top half of the grid - //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner - } - else - { - coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); - } - - return coordinates; - } - - public static int getIndexOfLargest(int[] array) //returns index of largest value in an array - { - if(array == null || array.length == 0) - { - return -1; // null or empty - } - - int largest = 0; - - for(int i = 1; iarray[largest]) - { - largest = i; - } - } - - return largest; - } - - public static double PercentMatch(int[]Array, int[][]Matrix) - { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. - //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have - int IndexOfLargest = getIndexOfLargest(Array); - double ValueTotal; - - //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength - if(Matrix.length > Matrix[1].length) - { - ValueTotal = Matrix[1].length; - } - else - { - ValueTotal = Matrix.length; - } - - double ValueMatchs = (double) Array[IndexOfLargest]; - double PercentMatch = (ValueMatchs/ValueTotal)*100; - return PercentMatch; - } - - public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given a Matrix - {//Print out the matrix in nice - for (int i = 0; i < Matrix.length; i++) - { - for (int j = 0; j < Matrix[i].length; j++) - { - System.out.print(Matrix[i][j] + " | "); - } - System.out.println(); - } - System.out.print("_____________________________________"); - System.out.println(); - } - - public static void DisMatrixHorizontal(int[]X,int[]Y) //standard approach to creating the distance matrix via 2 for loop. horizontal traversal not diagonal - { - int[][] DistanceMX = new int[X.length][Y.length]; - for(int i=0; i<(X.length); i++) - { - for(int t=0; t Date: Sat, 1 Dec 2018 00:01:23 -0800 Subject: [PATCH 27/32] Delete rectangleMatrixCutOff.class --- dedupe/dtw/rectangleMatrixCutOff.class | Bin 4745 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 dedupe/dtw/rectangleMatrixCutOff.class diff --git a/dedupe/dtw/rectangleMatrixCutOff.class b/dedupe/dtw/rectangleMatrixCutOff.class deleted file mode 100644 index 4d3561fd1f0f91cbf454f2b55de29445c46dfe58..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4745 zcmb_gdvH|M8ULN^-Mx2rZyqdMc_rbZfSU&!2)Gmis3bw62@50$A*JM!y(CLEd(+*U zn5eC(Ch+A7QdjZUnsZKv%Yeay7e{?nPh+v#iCX**LUN`L3>hD4I- zW2QUso$r44obUDf&Uenux8IwX1h5G&g|HS06?-)74WS78G_*aVzlCBWR2PHWi#D{Q1Lw5)kj!H>Sgz9@E5a^YUsR(uVN8m%hd>n{Cfg`!W z2>i%KXf7)sU8!J5#c%|woUju6BGBLjZs?>w{vrrUjTUZ~Kv7qVKuJ?7=USN_yUlX5sSyERmlQ8(buztn&Xo(=`6AQHsjY|FdmJa5 zOl2(B&IxEumTR@!?!g(hQy{Q4l}WkVsVQ1@tANtzByEAx)>OvcJv4CC&URQw)08L! zRw^TKRkW-1xHW9mrL9bFUEWrMTo`H|>9Gghl#|J+xLaTuJtw8S zdQ?D-cC~c1$YsUtuGQ1uW(|5~RMZLR`DMH8^q`D8?9FZAuZoc_yeXSXHYa=S#@V4Q zm2;?Yu4~LqukE&ElJ-dASgVzlSrYJbzSO4gv9mpP#-+ucKBlFhrioVfFpE;|WjPR) z+Uf4X%TeuevZ>phjBBMCd%H74Jq(nIT9&nY2vKjkfKlU+n>cnXCX=Qkj!goKy#%J5 zI=P@FGdScjkG3@+P+PY@XJ>PDIcs3ZPG_yb!MY|p*Y7$U+v<|UFK4?Q3?b%@xKi6a z0&D-9HTBbrm=DkTkef=^wf9(=jGdK=?$xmobvmw-Bqm9{Bpa|^$2v)F#w|Lw<9ZeM z=@`TPtdV`q?fY9h%=YHSj+VskEh-++aRT?~*om72%62%8n{ydNo9*^F$y{jw4{G?B zj)(AZ4G-&RLbHZX$mdULctl4luGjFWe11&FF0^R)lzezx!xK7opiydnl8UdaKMkMO z@EHwH>3CY2KOvL6`pAFt({NJ2m>0448A=>IPE-XdW<$5zad&ceCNEb$RYm8PpsbrE z1vx>V1-Q3yW`{GHb8VJ^&l#dEBd>}}yjslHNCRtd+J{+UZmB_8u<1+)&)`{s73*W> zjoGXEv#xwIs}sptZl7(kG=^F1RyyirJV7tFwrO*3SDClbBTqJM zpod#6l^Jq|a&v7(M`}l_jxeM(^JRZ7AOeRs{vTZP^65J40MkKVc4X&uF|&EZ>T%73 z<{Gop^dh?=1=Eoc*Fx%K_s*GlB~ei;s${!m+nX})riPhX z$7Jt3#*#G$WNSMTz0z6cYqdnWX9bGE zd=qJyo$-Q-MjngpDc5dLahk1bPJHwECQ$kB=V2x9AZvNe2=LOumQGHSz1$nw-Mx_w z-W%Ecy^;N&V~|%J9#y0t;8O)h!O>rR9^!Q}0-H$#c_AlnK?83@oLaPqS0RlP9xc<} z40ZaHM5p3Ubox04_+KTjsfo_AfFx=l(ORZYPvdKE8mFjyo1Yet(>Ty zWVe!xtA;A)gz`h!Q2k$rUUU}4a)O+ge=IqJk_#xMkg^LXJA(z0$T=+Jcm|;hSTq3x zm==UR!Bw*a-txs0STZ9EP0N;gvYOfpST=2iO6h=9Q}2t-@Jeg~%dgZ>K0%;nOnWLQ ztMp_usAW-3>?(0BR^TYAkwy(}W1-x`QhAu*Kfw}tmPPSAF94@`>b{OfT;Ngt7Mk%b zwBX0Q3H%hd;5XQfKO@1q*drETuUL(JVl&#sc65j)+$wr;K-__Y;t?FeR$5e8E!$Wt zyh4zZwPLV>N?0pp)sr<6gKgzClgaJn)sxA%Qeh~kQEDhkcigYU1LFu+NY)n*7y;#Z z=zLGi#t}4>3JIRSESZjLzIf0V5BcI@UtIUai;ZHb;1m)@;3SqBn&CIpZlgH)0#+D0 z)#>Aic~U9Tr$x)FYmA@~GQx&_0V_ByJf;gH91o5ai}6ceRHXKxBF)f1#VNE)?Mn)J z6lz*Et!cxINh$x27DAqdS0z?O-VQrMT)-~_4M`Nk#zORCDF%pK2CI=JdO4yt%v;(B zb9^V!x|;~y%Zt=~Nbr)j5BFm~9;AkcaE$2Y@CZinC}%#22k;anPgC+7vHl!hBpv76 zSINCb+I7Sqeb{R?=9((h6FBUZytDE%$Ij6Y!lf5BU#2wxF?ye)!wS(M^yxPcxw zpyWNQ7DBuWRfv))_{AmeixL$#@*m}wf50`7#TVh9LRhR=EIF14uX_0s5qGg{!c_Rf zn#p*edNQsm9>|8q8hE>=JXT#1OBRN{xZFq;_2ot=VT4Y~Jrpwh9*HU42_r}(gX36l zaOZ{%f9y1_@fahR;Knli^}cc=m@M$DKk~%6oaL50#p*Lu3E_^J)f;D4FEE1VU>d>a zWE04%Qo3g=%Rl+zTDj7_jfK2@{L=M?@(KgXT))wtAX>lX7@N2d9OU#s=RFNYnMa5ipn6Cu`()AEKEej8f+F- zo@+XarYM*~nTnNkfu9ov7aV?b`=}#Y{S9c_ z;$Hp3@|hH0?Hx-o1jRa*+6LOZ4u;r-N;WN%{2H;%vt0~-kY(!=qAXvG{0=D?&oKHR zjmNzBYbIp^PD7W&iJQlv)^MN;CpP<+_^X^nSlz!_U7~*Ja>$kZD*!|zL%seR0K5YRK{UTEMP7!Q)0A zQneNJlp9KZ3m3+|#F!!-9`liYl?P$zmCo7(@E8_|K4$JXszg6-AitBcR*~UJ Date: Sun, 2 Dec 2018 01:58:48 -0800 Subject: [PATCH 28/32] Adding file --- .../DistanceMatrixCutOffJumperAssumption.java | 416 ++++++++++++++++++ 1 file changed, 416 insertions(+) create mode 100644 dedupe/dtw/DistanceMatrixCutOffJumperAssumption.java diff --git a/dedupe/dtw/DistanceMatrixCutOffJumperAssumption.java b/dedupe/dtw/DistanceMatrixCutOffJumperAssumption.java new file mode 100644 index 00000000..a7672549 --- /dev/null +++ b/dedupe/dtw/DistanceMatrixCutOffJumperAssumption.java @@ -0,0 +1,416 @@ +import java.io.FileInputStream; +import java.io.FileNotFoundException; +import java.util.Scanner; + +public class DistanceMatrixCutOffJumperAssumption +{ + static int[] ZeroCounter; //static members of the class which can be accessed anywhere + static int[][] DistanceMatrix; + static int[] LongestZeroString; + static int[][] LZScoordinates; + static int[] DataSetX; + static int[] DataSetY; + + + + public static void main(String[] args) throws FileNotFoundException + { + +//QUICK TEST CASES + // int[] ArrayY = new int[]{1,1,2,2,1,1};//set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayX = new int[]{1,2,2,2,0,1,1,1}; + + // int[] ArrayX = new int[]{1,1,2,3,2,1,0,1};//set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayY = new int[]{0,1,1,2,3,2,1,1,3,1,2}; + + //{0,0,0,1,1};// + //{0,0,1,1,0};// + + + int[] ArrayY = new int[]{1,2,1,1,2,4,4,3,7,5}; + int[] ArrayX = new int[]{1,1,1,2,4,4,3,2,9,9,9,9}; + + // int[] ArrayX = new int[]{2,2,3,3,2,2,2,2,2}; //set of values that should have different LongestZeroString and ZeroCounter + // int[] ArrayY = new int[]{2,2,2,3,2,2}; + + // int[] ArrayX = new int[]{3,2,3,1}; //GOOD example of finding starting coordinates of starting positions + // int[] ArrayY = new int[]{2,3,1,3,1,3,4,1}; + // int[] ArrayX = new int[]{80,82,85,85,94,90,90,75,77,80,81}; + // int[] ArrayY = new int[]{75,77,80,82,85,85,85,89,94,90,90}; + + + FileInputStream data = new FileInputStream("/Users/samuelrapp/Desktop/DM/datasetTest.txt"); //X + FileInputStream data2 = new FileInputStream("/Users/samuelrapp/Desktop/DM/dataset2Test.txt"); //Y + Scanner scanner = new Scanner(data); + Scanner scanner2 = new Scanner(data2); + + DataSetX = new int[11044];//I looked at the number of lines in the file + DataSetY = new int[11044]; + DataSetX = ArrayX; + DataSetY = ArrayY; + + // int i = 0; + // while(scanner.hasNextLine()) + // { + + // DataSetX[i] = scanner.nextInt(); + // DataSetY[i] = scanner2.nextInt(); + + // i++; + // } + // scanner.close(); + // scanner2.close(); + + + + int HorizontalTraversals = DataSetX.length+DataSetY.length-1; + ZeroCounter = new int[HorizontalTraversals]; //count total zero/matchs in each diagonal traversal + LongestZeroString = new int[HorizontalTraversals]; //tallys the longest continious string of zeros found in any given traversal + LZScoordinates = new int[HorizontalTraversals][2];//records coordinates(in 2 column matrix) 0 index is X pos, 1 index is Y pos (seems reversed for some reason) + int PercentageLongestTraversalCutOff = 20; //percent of the max traversal that is still considered a length possible of producing a match + + + DistanceMatrix = new int[DataSetY.length][DataSetX.length]; //row then columns (incrementing the X values chances the column) + PrintMatrix(DistanceMatrix); + DisMatrixFillingDiagonally(DataSetY,DataSetX, PercentageLongestTraversalCutOff); + // PrintMatrix(DistanceMatrix); //just a basic print function + // PrintMatrix(LZScoordinates); + System.out.println("RESULT SECTION:"); + System.out.println("1. Array index of most zeros: " + getIndexOfLargest(ZeroCounter)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("2. Array index of longest string of zeros: " + getIndexOfLargest(LongestZeroString)); + System.out.println("3. Starting coordinates of the traversal(on the grid edge) with the longest continuous string of zeros: (x,y)_" + GridEdgeCoordinates(LongestZeroString, DistanceMatrix)); //index of most exact overlap(ala most matching values/zeros) + System.out.println("4. Starting coordinates of the traversal(on the grid edge) with the most total zeros: (x,y)_" + GridEdgeCoordinates(ZeroCounter, DistanceMatrix));//converts the index of greatest traversal to the starting index(on the edge of the grid) of said traversal + DisMatrixHorizontal(ArrayY,ArrayX);//standard double for loop to create the proper distance matrix- to check agaisnt by horizontal creation + PrintMatrix(DistanceMatrix); + + System.out.println("5. Exact X & Y grid coordinates of longest String of Zeros (x,y)_"+ "(" + LZScoordinates[getIndexOfLargest(LongestZeroString)][0] + "," + LZScoordinates[getIndexOfLargest(LongestZeroString)][1] + ")"); + System.out.println("6. Percentage Match relative to perfect match_(most total zeros)_" + PercentMatch(ZeroCounter,DistanceMatrix) + "%"); + System.out.println("7. Percentage Match relative to perfect match_(longest continous string of zeros)_" + PercentMatch(LongestZeroString,DistanceMatrix) + "%"); + + + //System.out.println("8. Percentage of Longest Traversal," + LengthofShorterArray(DataSetY,DataSetX) + " , that we care about finding...."+ PercentageLongestTraversalCutOff + "=" + (PercentageLongestTraversalCutOff)*PercentageLongestTraversalCutOff); + } + +//public static void ReadGoogleSlides() + + public static int LengthofShorterArray(int[]X,int[]Y) + { + if(X.length>=Y.length) + return Y.length; + else + return X.length; + } + + public static void DisMatrixFillingDiagonally(int[]DY, int[]DX, int cutoffPercent) //cutoff% is the minimun % of the longest traversal that we care about finding continious matches in + {//arguemnts are the arrays of data points + //Xpos = columns Ypos= rows + int TotalTraversals = DY.length+DX.length-1; //# of diagonal iterations needed to go through every potential unit of the grid. Its the number of edge points we use + //13 is the answer for a 7 by 7 grid. + //its equal to the number of edge values or length + width - 1 + int TraversalsStartingonYAxis = TotalTraversals-DX.length; + int TraversalsStartingonXAxis = TotalTraversals-DY.length; + + int shortersidelength; //determining the longest possible diagonal in the given matrix, ala the length of the shorter data set + boolean LongerSideY; + int difference; + + if(TraversalsStartingonYAxis>TraversalsStartingonXAxis) //the Y axis is bigger than the X axis + { + shortersidelength = TraversalsStartingonXAxis+1; + LongerSideY = true; + } + else ////the X axis is bigger than the Y axis + { + shortersidelength = TraversalsStartingonYAxis+1; + LongerSideY = false; + } + + if(LongerSideY==true) //to make sure I get a positive value when taking the difference. + { + difference = TraversalsStartingonYAxis - TraversalsStartingonXAxis; + } + else + { + difference = TraversalsStartingonXAxis - TraversalsStartingonYAxis; + } + + double shortersidelengthD = shortersidelength; //turn int to double + int CutOffPoint = (int)((shortersidelengthD*(cutoffPercent)/100.0f));//compare two doubles then cast back to an int. + //lower cut off, less traversals removed, more traversals total + //(shortersidelength/1); prevents-all traversals are equal to or below the cutoff threshold MatrixHelper() from running + + int XstartPos = 0; + int YstartPos = 0; + int traversalsFromMiddle = 0; + int ZeroCounter = 0; //index of ZeroCounter array- it is the same as the traversalFromMiddle untill TFM is reset after half the grid is filled + //with evenly sized arrays the X value will always be Odd so we have to account for java rounding down by adding 1 + + for(int i=0; i<(TraversalsStartingonXAxis+1); i++)//goes through as many times are you need to traverse the middle traversal to the bottom left corner. + { + if(LongerSideY==false) //X is the longer side, so it must be accounted for in the assumption + { + if(CutOffPoint>=(shortersidelength+difference-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped"); + ZeroCounter = ZeroCounter +1; + continue; + } + } + else + { + if(CutOffPoint>=(shortersidelength-i))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped:::"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + if(JumpingPreChecker(DY, DX, XstartPos, YstartPos, CutOffPoint)==true) + { + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; //if the Helper returns the traversal count we can use its value even if the method is creating seperate variables + ZeroCounter++; + XstartPos = traversalsFromMiddle; + } + } + + traversalsFromMiddle=1; + XstartPos = 0;//give new starting edge index values + YstartPos = 1; + +//System.out.println(LongerSideY); + + for(int p=0; p=(shortersidelength-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + {//+-1 because the values start at (0,1) instead of (0,0) in the for loop above. So there are fewer loops to reach the threshhold + //System.out.println("Skipped->"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + else //Y is the longer side so we have to give it more buffer space + { + if(CutOffPoint>=(shortersidelength+difference-p-1))//this code would cut off the Matrix from filling itself once the traversal length was less than half the maximum diagonal. + { + //System.out.println("Skipped----"); + ZeroCounter = ZeroCounter + 1; + continue; + } + } + + if(JumpingPreChecker(DY, DX, XstartPos, YstartPos, CutOffPoint)==true) //this method checks the traversal in increments of the CutOffPoint Length, which is to say in quantities that we truely care about. + {//this jumping prechecker- assumes that we only care about continious strings of zeros rather than total zeros and finding every zero + traversalsFromMiddle = MatrixHelper(DY, DX, XstartPos, YstartPos, traversalsFromMiddle, ZeroCounter)+1; + ZeroCounter++; + YstartPos = traversalsFromMiddle; + } + } + } + + + /*to know when to make the recursive call A know how many grid positions must be filled before hand and count or B know the final position index you will land at + + if the length/width of the DisMX grid are equal(THE GRID IS A SQUARE) the length of the longest horizontal(corner to corner) requires sidelength amount of sqaure traversals. + The longest traversal of a grid with sidelength of X is X operations. Starting at position (0,0) + starting position (0,y) or (y,0) (where sidelength>y>0) takes Sidelength-Y operations to reach its final grid position + + ex with #s: a 7 by 7 grid's longest traversal is 7 operations long(Starting at position 0,0) + (0,1)=6op (0,2) = 5...(0,6) = 1 same with (1,0)=6op, (2,0)=5op....(6,0)=1op + longest traversal(starting at 0,0) is maximum the length of the shorter side + + + + for a sqaure the longest traversal ends at (sidelength, sidelength) (the perfect diagonal) + starting position (y,0) ends at position (sidelength-1, sidelength-y-1) //moving towards bottom right corner of grid + starting position (0,x) ends at position (sidelength-x-1, sidelength-1) //moving towards top right corner of grid + //we do -1 because the side length starts at 1 but the indexing of the grid starts at 0. so we have to adjust + */ + + public static boolean JumpingPreChecker(int[]DY, int[]DX, int Xpos, int Ypos, int CutOffPoint) + {//Cut off point = minimum length of continuous matching values care about. + + + Boolean EnterMatrixHelper = false; + int shortersidelength; + + if(DX.length>=DY.length) + shortersidelength = DY.length; //finding max traversal length to set up interval length, aka minimum length of continious zeros to be relavent. + else + shortersidelength = DX.length; + + for(int i =0; i<(shortersidelength/CutOffPoint); i++) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); + if(DistanceValue == 0) //if a match is found at any of these intervals + { + EnterMatrixHelper = true; + break; + } + Xpos = Xpos + (shortersidelength/CutOffPoint); //increment X/Y positions accordingly + Ypos = Ypos + (shortersidelength/CutOffPoint); + + if(Xpos >= (DX.length-1) || Ypos >= (DY.length-1)) //prevent exiting the indexing values + break; + } + + return EnterMatrixHelper; + + } + + public static int MatrixHelper(int[]DY, int[]DX, int Xpos, int Ypos, int traversals, int ZerocIndex) + {//the matrix helper function does one complete diagonal traversal of the grid + //It compares values from DY/DX arrays + //int XstartPos, int YstartPos are starting positions for the traversal + //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingDiagonally + + int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 + int SidelengthY = DY.length; + boolean test = true; + int ActiveZeroCounter = 0; + + while(test==true) + { + int DistanceValue = (DX[Xpos]-DY[Ypos])*(DX[Xpos]-DY[Ypos]); //the difference between the values squared + DistanceMatrix[Ypos][Xpos] = DistanceValue;//put value into Matrix + + if(DistanceValue == 0)//found match (maybe pick a larger range ala 2-6 to allow for puedomatch) + { + ZeroCounter[ZerocIndex] = ZeroCounter[ZerocIndex]+1;//increment index of total zeros in diagonal traversal + ActiveZeroCounter = ActiveZeroCounter+1; + } + else //found non zero value + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//if the String of zeros currently found is greater than what we have previously found for this traversal + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter;//change the value of longest Active Zero counter to the active zero counter + LZScoordinates[ZerocIndex][0] = (Xpos - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = (Ypos - ActiveZeroCounter); + + } + ActiveZeroCounter = 0; //reset the active counter to zero + } + + //leave loop if the array indexs being called match the final position the call reaches + if(Xpos >= (SidelengthX-1) || Ypos >= (SidelengthY-1))//-1 is because array index starts at zero but side length doesn't. + { + if(ActiveZeroCounter > LongestZeroString[ZerocIndex])//Need to check in senario when the traversal ends in a match/zero + { + LongestZeroString[ZerocIndex] = ActiveZeroCounter; + System.out.println(ActiveZeroCounter); + if(ActiveZeroCounter>0) + LZScoordinates[ZerocIndex][0] = ((Xpos+1) - ActiveZeroCounter); + LZScoordinates[ZerocIndex][1] = ((Ypos+1) - ActiveZeroCounter); + //the +1 is needed because the ActiveZeroCounter could potentially give you a negative 'coordinate', + //If the zero string makes it all the way to the bottom, the (X/Ypos-activeZeroCounter) < 0. Not possible + //It isn't needed for the strings that don't end on the final position on the traversal because the +1s are happening within the while loop. + //IE. These coordinates are being calculated during the same loop as the final zero is found, but in the case above the coordinates are being calculated in the loop after the final zero is found. + } + + test = false; + } + + Xpos = Xpos+1; + Ypos = Ypos+1; + } + + return traversals; //so we can keep track of the position of the traversal + //we need to know which travesal we have just done. To know where to start the next one + } + + + public static String GridEdgeCoordinates(int[] array, int[][]Matrix) //Gets starting coordinates of traversal based on largest value in array + { + int LargestValueIndex = getIndexOfLargest(array); + String coordinates; + + + if(LargestValueIndex>=(Matrix[1].length)) + { + coordinates = new String("(" + 0 + "," + ((LargestValueIndex-(Matrix[1].length)+1) +") "+ "value: " + array[LargestValueIndex])); + //if the starting value was in the top half of the grid + //this is because the grid is made middle to bottom left corner then back to the middle line to top right corner + } + else + { + coordinates = new String("(" + LargestValueIndex + "," + 0 + ") " + "value: " + array[LargestValueIndex]); + } + + return coordinates; + } + + public static int getIndexOfLargest(int[] array) //returns index of largest value in an array + { + if(array == null || array.length == 0) + { + return -1; // null or empty + } + + int largest = 0; + + for(int i = 1; iarray[largest]) + { + largest = i; + } + } + + return largest; + } + + public static double PercentMatch(int[]Array, int[][]Matrix) + { //takes in one array, and a matrix. Finds the percent match between largest value in array and shorter sidelength of the matrix. + //We are determining how many matchs occured(or consequetively or not), in the best case, vs how many could have + int IndexOfLargest = getIndexOfLargest(Array); + double ValueTotal; + + //no given traversal is longer than the shorter side of the Matrix-thus the longest traversal is = the shorter sidelength + if(Matrix.length > Matrix[1].length) + { + ValueTotal = Matrix[1].length; + } + else + { + ValueTotal = Matrix.length; + } + + double ValueMatchs = (double) Array[IndexOfLargest]; + double PercentMatch = (ValueMatchs/ValueTotal)*100; + return PercentMatch; + } + + public static void PrintMatrix(int[][]Matrix) //prints the Distance Matrix given a Matrix + {//Print out the matrix in nice + for (int i = 0; i < Matrix.length; i++) + { + for (int j = 0; j < Matrix[i].length; j++) + { + System.out.print(Matrix[i][j] + " | "); + } + System.out.println(); + } + System.out.print("_____________________________________"); + System.out.println(); + } + + public static void DisMatrixHorizontal(int[]X,int[]Y) //standard approach to creating the distance matrix via 2 for loop. horizontal traversal not diagonal + { + int[][] DistanceMX = new int[X.length][Y.length]; + for(int i=0; i<(X.length); i++) + { + for(int t=0; t Date: Sun, 2 Dec 2018 02:01:25 -0800 Subject: [PATCH 29/32] Delete DRAFT- Write up_ MP java Code (2).docx --- .../dtw/DRAFT- Write up_ MP java Code (2).docx | Bin 646917 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 dedupe/dtw/DRAFT- Write up_ MP java Code (2).docx diff --git a/dedupe/dtw/DRAFT- Write up_ MP java Code (2).docx b/dedupe/dtw/DRAFT- Write up_ MP java Code (2).docx deleted file mode 100644 index e765d91f24453a07ae1309495993fd687cfc710e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 646917 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Samuel Rapp <39426508+SamuelLRapp@users.noreply.github.com> Date: Sun, 2 Dec 2018 02:01:37 -0800 Subject: [PATCH 30/32] Delete DistanceMatrixCutOffAssumption.class --- dedupe/dtw/DistanceMatrixCutOffAssumption.class | Bin 4763 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 dedupe/dtw/DistanceMatrixCutOffAssumption.class diff --git a/dedupe/dtw/DistanceMatrixCutOffAssumption.class b/dedupe/dtw/DistanceMatrixCutOffAssumption.class deleted file mode 100644 index cc9b4e9d9cd50e82e2bca94ab1aa5bc2d49357e7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 4763 zcmb_gdvH|M8ULN^-Mx2rZyqdM0ZHH@4>u1s5O67khme3o6BbAiLQ2Ucdy_2L>`iy? zVxqRbqF8IIR&5onRm4f1YO623Zl|wlr|nFcDE*zg8xkI4 z?M!#zJLi7)obUDfzVDoy@4h!a0bng&3Sk8jDt2ku9YP8AXlPf_5kdfagQ&x;lI)XY zza*V1R>|>zBwZnr4@+_|h>zfqhVBq79G0A(2*vkBAkZftQxVD@h`@&d`8XJX0!Pk< zBJd*{p}MSmbftj2ilY&za=~Kki9mxBxUrM+_=_MYC0e*$k~=iq89@k+ijS+fOCWr} z&N@v_KI7V1fs(EkfwJaQ&b2ZSX%toGUl9^F^kQOIr`L_c%^A 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int Ypos, int travers //It compares values from DY/DX arrays //int XstartPos, int YstartPos are starting positions for the traversal //traversals is a arguement that keeps the matrix aware of how far it is from the center diagonal - //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingHorizontally + //ZeroxIndex is the index of the zero counter static array(for data collection) It matches the traversals counter until traversals is reset before the 2nd for loop in DisMatrixFillingDiagonally int SidelengthX = DX.length; //.length is the actually amount of positions allocated in memory so index 0-9 is length 10 int SidelengthY = DY.length; From 014600ef41f842351a595aec60db4f24a1b16b91 Mon Sep 17 00:00:00 2001 From: samuelrapp Date: Thu, 29 Nov 2018 17:05:32 -0800 Subject: [PATCH 17/32] Big O analysis+format --- dedupe/dtw/DRAFT- Write up_ MP java Code.pdf | Bin 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