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Create GaskySparkReducerJob #1

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working on creating intervals for the gasky algorithm

mkaur71199
mkaur71199 commented Nov 29, 2023
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Applying gaskyAlgorithm for Column number: 1
Initial Points for Column number: 1
(2.0,3.0)
(3.0,3.0)
(4.0,6.0)
(5.0,1.0)
(6.0,3.0)
(8.0,5.0)
xij: 2.5, xjk: 17.0
xij: 17.0, xjk: -13.0
Removed point: (4.0,6.0)
xij: 2.0, xjk: 9.5
xij: 9.5, xjk: 11.0
Filtered Points after Gasky Algorithm for Column number: 1
(2.0,3.0)
(3.0,3.0)
(5.0,1.0)
(6.0,3.0)
(8.0,5.0)
unDominatedPoints size: 5
Proximal Points for Column number: 1
[1.0, 2.5]
[2.5, 4.0]
[4.0, 5.5]
[5.5, 7.0]
[7.0, 8.0]
Updated Distances:
3.1622776601683795
3.0
3.0
1.4142135623730951
1.0
3.0
3.1622776601683795
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 2
Initial Points for Column number: 2
(2.0,2.0)
(3.0,2.0)
(4.0,5.0)
(5.0,0.0)
(6.0,2.0)
(8.0,4.0)
xij: 2.5, xjk: 14.0
xij: 14.0, xjk: -8.0
Removed point: (4.0,5.0)
xij: 3.0, xjk: 7.5
xij: 7.5, xjk: 10.0
Filtered Points after Gasky Algorithm for Column number: 2
(2.0,2.0)
(3.0,2.0)
(5.0,0.0)
(6.0,2.0)
(8.0,4.0)
unDominatedPoints size: 5
Proximal Points for Column number: 2
[1.0, 2.5]
[2.5, 4.0]
[4.0, 5.5]
[5.5, 7.0]
[7.0, 8.0]
Updated Distances:
2.23606797749979
2.0
2.0
1.0
0.0
2.0
2.23606797749979
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 3
Initial Points for Column number: 3
(2.0,1.0)
(3.0,1.0)
(4.0,4.0)
(5.0,1.0)
(6.0,1.0)
(8.0,3.0)
xij: 2.5, xjk: 11.0
xij: 11.0, xjk: -3.0
Removed point: (4.0,4.0)
xij: 4.0, xjk: 5.5
xij: 5.5, xjk: 9.0
Filtered Points after Gasky Algorithm for Column number: 3
(2.0,1.0)
(3.0,1.0)
(5.0,1.0)
(6.0,1.0)
(8.0,3.0)
unDominatedPoints size: 5
Proximal Points for Column number: 3
[1.0, 2.5]
[2.5, 4.0]
[4.0, 5.5]
[5.5, 7.0]
[7.0, 8.0]
Updated Distances:
1.4142135623730951
1.0
1.0
1.4142135623730951
1.0
1.0
1.4142135623730951
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 4
Initial Points for Column number: 4
(2.0,0.0)
(3.0,0.0)
(4.0,3.0)
(5.0,2.0)
(6.0,0.0)
(8.0,2.0)
xij: 2.5, xjk: 8.0
xij: 8.0, xjk: 2.0
Removed point: (4.0,3.0)
xij: 5.0, xjk: 3.5
Removed point: (5.0,2.0)
xij: 4.5, xjk: 8.0
Filtered Points after Gasky Algorithm for Column number: 4
(2.0,0.0)
(3.0,0.0)
(6.0,0.0)
(8.0,2.0)
unDominatedPoints size: 4
Proximal Points for Column number: 4
[1.0, 2.5]
[2.5, 4.5]
[4.5, 7.0]
[7.0, 8.0]
Updated Distances:
1.0
0.0
0.0
1.0
1.0
0.0
1.0
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 5
Initial Points for Column number: 5
(2.0,1.0)
(3.0,1.0)
(4.0,2.0)
(5.0,1.0)
(6.0,1.0)
(8.0,1.0)
xij: 2.5, xjk: 5.0
xij: 5.0, xjk: 3.0
Removed point: (4.0,2.0)
xij: 4.0, xjk: 5.5
xij: 5.5, xjk: 7.0
Filtered Points after Gasky Algorithm for Column number: 5
(2.0,1.0)
(3.0,1.0)
(5.0,1.0)
(6.0,1.0)
(8.0,1.0)
unDominatedPoints size: 5
Proximal Points for Column number: 5
[1.0, 2.5]
[2.5, 4.0]
[4.0, 5.5]
[5.5, 7.0]
[7.0, 8.0]
Updated Distances:
1.4142135623730951
1.0
1.0
1.4142135623730951
1.0
1.0
1.4142135623730951
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 6
Initial Points for Column number: 6
(2.0,1.0)
(3.0,2.0)
(4.0,1.0)
(5.0,0.0)
(6.0,2.0)
(8.0,0.0)
xij: 4.0, xjk: 2.0
Removed point: (3.0,2.0)
xij: 3.0, xjk: 4.0
xij: 4.0, xjk: 7.5
xij: 7.5, xjk: 6.0
Removed point: (6.0,2.0)
Filtered Points after Gasky Algorithm for Column number: 6
(2.0,1.0)
(4.0,1.0)
(5.0,0.0)
(8.0,0.0)
unDominatedPoints size: 4
Proximal Points for Column number: 6
[1.0, 3.0]
[3.0, 4.5]
[4.5, 6.5]
[6.5, 8.0]
Updated Distances:
1.4142135623730951
1.0
1.4142135623730951
1.0
0.0
1.0
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 7
Initial Points for Column number: 7
(2.0,0.0)
(3.0,3.0)
(4.0,0.0)
(5.0,1.0)
(6.0,3.0)
(8.0,1.0)
xij: 7.0, xjk: -1.0
Removed point: (3.0,3.0)
xij: 3.0, xjk: 5.0
xij: 5.0, xjk: 9.5
xij: 9.5, xjk: 5.0
Removed point: (6.0,3.0)
Filtered Points after Gasky Algorithm for Column number: 7
(2.0,0.0)
(4.0,0.0)
(5.0,1.0)
(8.0,1.0)
unDominatedPoints size: 4
Proximal Points for Column number: 7
[1.0, 3.0]
[3.0, 4.5]
[4.5, 6.5]
[6.5, 8.0]
Updated Distances:
1.0
0.0
1.0
0.0
1.0
1.4142135623730951
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 8
Initial Points for Column number: 8
(2.0,1.0)
(3.0,4.0)
(4.0,1.0)
(5.0,2.0)
(6.0,4.0)
(8.0,2.0)
xij: 10.0, xjk: -4.0
Removed point: (3.0,4.0)
xij: 3.0, xjk: 6.0
xij: 6.0, xjk: 11.5
xij: 11.5, xjk: 4.0
Removed point: (6.0,4.0)
Filtered Points after Gasky Algorithm for Column number: 8
(2.0,1.0)
(4.0,1.0)
(5.0,2.0)
(8.0,2.0)
unDominatedPoints size: 4
Proximal Points for Column number: 8
[1.0, 3.0]
[3.0, 4.5]
[4.5, 6.5]
[6.5, 8.0]
Updated Distances:
1.4142135623730951
1.0
1.4142135623730951
1.0
2.0
2.23606797749979
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 1
Initial Points for Column number: 1
(2.0,3.0)
(4.0,1.0)
(6.0,6.0)
xij: 1.0, xjk: 13.75
Filtered Points after Gasky Algorithm for Column number: 1
(2.0,3.0)
(4.0,1.0)
(6.0,6.0)
unDominatedPoints size: 3
Proximal Points for Column number: 1
[1.0, 3.0]
[3.0, 5.0]
[5.0, 8.0]
Updated Distances:
3.1622776601683795
3.0
1.4142135623730951
1.0
1.4142135623730951
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 2
Initial Points for Column number: 2
(2.0,2.0)
(4.0,0.0)
(6.0,5.0)
xij: 2.0, xjk: 11.25
Filtered Points after Gasky Algorithm for Column number: 2
(2.0,2.0)
(4.0,0.0)
(6.0,5.0)
unDominatedPoints size: 3
Proximal Points for Column number: 2
[1.0, 3.0]
[3.0, 5.0]
[5.0, 8.0]
Updated Distances:
2.23606797749979
2.0
1.0
0.0
1.0
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 3
Initial Points for Column number: 3
(2.0,1.0)
(4.0,1.0)
(6.0,4.0)
xij: 3.0, xjk: 8.75
Filtered Points after Gasky Algorithm for Column number: 3
(2.0,1.0)
(4.0,1.0)
(6.0,4.0)
unDominatedPoints size: 3
Proximal Points for Column number: 3
[1.0, 3.0]
[3.0, 5.0]
[5.0, 8.0]
Updated Distances:
1.4142135623730951
1.0
1.4142135623730951
1.0
1.4142135623730951
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 4
Initial Points for Column number: 4
(2.0,0.0)
(4.0,2.0)
(6.0,3.0)
xij: 4.0, xjk: 6.25
Filtered Points after Gasky Algorithm for Column number: 4
(2.0,0.0)
(4.0,2.0)
(6.0,3.0)
unDominatedPoints size: 3
Proximal Points for Column number: 4
[1.0, 3.0]
[3.0, 5.0]
[5.0, 8.0]
Updated Distances:
1.0
0.0
1.0
2.0
2.23606797749979
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 5
Initial Points for Column number: 5
(2.0,1.0)
(4.0,3.0)
(6.0,2.0)
xij: 5.0, xjk: 3.75
Removed point: (4.0,3.0)
Filtered Points after Gasky Algorithm for Column number: 5
(2.0,1.0)
(6.0,2.0)
unDominatedPoints size: 2
Proximal Points for Column number: 5
[1.0, 4.0]
[4.0, 8.0]
Updated Distances:
1.4142135623730951
1.0
1.4142135623730951
2.23606797749979
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 6
Initial Points for Column number: 6
(2.0,2.0)
(4.0,4.0)
(6.0,1.0)
xij: 6.0, xjk: 1.25
Removed point: (4.0,4.0)
Filtered Points after Gasky Algorithm for Column number: 6
(2.0,2.0)
(6.0,1.0)
unDominatedPoints size: 2
Proximal Points for Column number: 6
[1.0, 4.0]
[4.0, 8.0]
Updated Distances:
2.23606797749979
2.0
2.23606797749979
2.8284271247461903
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 7
Initial Points for Column number: 7
(2.0,3.0)
(4.0,5.0)
(6.0,0.0)
xij: 7.0, xjk: -1.25
Removed point: (4.0,5.0)
Filtered Points after Gasky Algorithm for Column number: 7
(2.0,3.0)
(6.0,0.0)
unDominatedPoints size: 2
Proximal Points for Column number: 7
[1.0, 4.0]
[4.0, 8.0]
Updated Distances:
3.1622776601683795
3.0
3.1622776601683795
3.605551275463989
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
Applying gaskyAlgorithm for Column number: 8
Initial Points for Column number: 8
(2.0,4.0)
(4.0,6.0)
(6.0,1.0)
xij: 8.0, xjk: -3.75
Removed point: (4.0,6.0)
Filtered Points after Gasky Algorithm for Column number: 8
(2.0,4.0)
(6.0,1.0)
unDominatedPoints size: 2
Proximal Points for Column number: 8
[1.0, 4.0]
[4.0, 8.0]
Updated Distances:
4.123105625617661
4.0
4.123105625617661
4.47213595499958
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308
1.7976931348623157E308

@mkaur71199
Update GaskySparkReducerJob
40b4bef 
map reduce 

Results for the entire dataset:
(F2,7) || [3.1622776601683795,3.0,3.1622776601683795,3.605551275463989,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [3.0,7.0,0.0,7.0]
(F2,1) || [3.1622776601683795,3.0,1.4142135623730951,1.0,1.4142135623730951,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [3.0,1.0,1.0,1.0,6.0,1.0]
(F2,8) || [4.123105625617661,4.0,4.123105625617661,4.47213595499958,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [4.0,8.0,1.0,8.0]
(F1,8) || [1.4142135623730951,1.0,1.4142135623730951,1.0,2.0,2.23606797749979,1.7976931348623157E308,1.7976931348623157E308] || [1.0,8.0,1.0,8.0,2.0,8.0,2.0,8.0]
(F2,4) || [1.0,0.0,1.0,2.0,2.23606797749979,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [0.0,4.0,2.0,4.0,3.0,4.0]
(F2,5) || [1.4142135623730951,1.0,1.4142135623730951,2.23606797749979,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [1.0,5.0,2.0,5.0]
(F2,6) || [2.23606797749979,2.0,2.23606797749979,2.8284271247461903,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [2.0,6.0,1.0,6.0]
(F1,1) || [3.1622776601683795,3.0,3.0,1.4142135623730951,1.0,3.0,3.1622776601683795,1.7976931348623157E308] || [3.0,1.0,3.0,1.0,1.0,1.0,3.0,1.0,5.0,1.0]
(F1,2) || [2.23606797749979,2.0,2.0,1.0,0.0,2.0,2.23606797749979,1.7976931348623157E308] || [2.0,2.0,2.0,2.0,0.0,2.0,2.0,2.0,4.0,2.0]
(F1,3) || [1.4142135623730951,1.0,1.0,1.4142135623730951,1.0,1.0,1.4142135623730951,1.7976931348623157E308] || [1.0,3.0,1.0,3.0,1.0,3.0,1.0,3.0,3.0,3.0]
(F1,5) || [1.4142135623730951,1.0,1.0,1.4142135623730951,1.0,1.0,1.4142135623730951,1.7976931348623157E308] || [1.0,5.0,1.0,5.0,1.0,5.0,1.0,5.0,1.0,5.0]
(F2,2) || [2.23606797749979,2.0,1.0,0.0,1.0,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [2.0,2.0,0.0,2.0,5.0,2.0]
(F2,3) || [1.4142135623730951,1.0,1.4142135623730951,1.0,1.4142135623730951,1.7976931348623157E308,1.7976931348623157E308,1.7976931348623157E308] || [1.0,3.0,1.0,3.0,4.0,3.0]
(F1,4) || [1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.7976931348623157E308] || [0.0,4.0,0.0,4.0,0.0,4.0,2.0,4.0]
(F1,7) || [1.0,0.0,1.0,0.0,1.0,1.4142135623730951,1.7976931348623157E308,1.7976931348623157E308] || [0.0,7.0,0.0,7.0,1.0,7.0,1.0,7.0]
(F1,6) || [1.4142135623730951,1.0,1.4142135623730951,1.0,0.0,1.0,1.7976931348623157E308,1.7976931348623157E308] || [1.0,6.0,1.0,6.0,0.0,6.0,0.0,6.0]
@mkaur71199
Update GaskySparkReducerJob
f66be96
@mkaur71199
Update GaskySparkReducerJob
207dd2a 
update
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@mkaur71199