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BigDataProject/ClusterProjectest.m

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classdef ClusterProjectest < matlab.unittest.TestCase
properties (TestParameter)
Data = struct( 'M1', ncread("Model_Individual/W_fr-meteofrance,MODEL,CHIMERE+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"),...
'M2', ncread("Model_Individual/W_fr-meteofrance,MODEL,EMEP+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"),...
'M3', ncread("Model_Individual/W_fr-meteofrance,MODEL,ENSEMBLE+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"),...
'M4', ncread("Model_Individual/W_fr-meteofrance,MODEL,EURAD+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"),...
'M5', ncread("Model_Individual/W_fr-meteofrance,MODEL,MATCH+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"),...
'M6', ncread("Model_Individual/W_fr-meteofrance,MODEL,MOCAGE+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"),...
'M7', ncread("Model_Individual/W_fr-meteofrance,MODEL,SILAM+FORECAST+SURFACE+O3+0H24H_C_LFPW_20180701000000.nc", "unknown"));
end
methods (Test)
% This test function should be fixed
% function Test_If_files_are_saved(testCase)
% % import matlab.unittest.TestCase;
% % import matlab.unittest.constraints.IsFile;
% data(1,:,:,:) = testCase.Data.M1;
% data(2,:,:,:) = testCase.Data.M2;
% data(3,:,:,:) = testCase.Data.M3;
% data(4,:,:,:) = testCase.Data.M4;
% data(5,:,:,:) = testCase.Data.M5;
% data(6,:,:,:) = testCase.Data.M6;
% data(7,:,:,:) = testCase.Data.M7;
%
% X = 1;
% Y = 1;
% T = 1;
% Rangee = 3;
% [~, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 1, 0);
% % source link for future work. y x t
% % https://www.mathworks.com/help/matlab/ref/matlab.unittest.constraints.isfile-class.html
% act = ['results' filesep '1Hour.csv'];
% testCase.verifyThat(act,IsFile)
% end
% clockwise order
% ___________________________________________________________________
function Test_Zero_Corner1(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
% y x t
actSolution = FinalResultofWholeData(Y,X,T); % the x 1 y 1 corner
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
function Test_Zero_Corner2(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
% y x t
actSolution = FinalResultofWholeData(Y,X+Rangee,T); % the x 1 y 1 corner
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
function Test_Zero_Corner3(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
% y x t
actSolution = FinalResultofWholeData(Y+Rangee,X+Rangee,T); % the x 1 y 1 corner
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
function Test_Zero_Corner4(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
% y x t
actSolution = FinalResultofWholeData(Y+Rangee,X,T); % the x 1 y 1 corner
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
% ___________________________________________________________________
function Test_Zero_Edge1(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y,X+1,T); % edge
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
function Test_Zero_Edge2(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y+1,X+Rangee,T); % edge
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
function Test_Zero_Edge3(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y+Rangee,X+1,T); % edge
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
function Test_Zero_Edge4(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y+1,X,T); % edge
expSolution = 0;
testCase.verifyEqual(actSolution, expSolution)
end
% ___________________________________________________________________
function Test_NotZero_Centre(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y+1,X+1,T); % edge
expSolution = 0;
testCase.verifyNotEqual(actSolution, expSolution)
end
function Test_NotPositiveInfinity(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y+1,X+1,T); % edge
expSolution = 1/0;
testCase.verifyNotEqual(actSolution, expSolution)
end
function Test_NotNegativeInfinity(testCase)
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+1, 0, 0);
actSolution = FinalResultofWholeData(Y+1,X+1,T); % edge
expSolution = -1/0;
testCase.verifyNotEqual(actSolution, expSolution)
end
function Test_Nan(testCase)
% to test the nan value code
% function does not pass this test , code fails
data(1,:,:,:) = testCase.Data.M1;
data(2,:,:,:) = testCase.Data.M2;
data(3,:,:,:) = testCase.Data.M3;
data(4,:,:,:) = testCase.Data.M4;
data(5,:,:,:) = testCase.Data.M5;
data(6,:,:,:) = testCase.Data.M6;
data(7,:,:,:) = testCase.Data.M7;
X = 1;
Y = 1;
T = 1;
Rangee = 3;
data(2,2,2,2) = nan;
[FinalResultofWholeData, ~] = ClusterProject(data,1 , 1, Y, Y+Rangee, X, X+Rangee, T, T+3, 0, 0);
actSolution = FinalResultofWholeData(Y+1,X+1,T+1); % edge
% expSolution = zeros(size(FinalResultofWholeData));
expSolution = -99999;
testCase.verifyEqual(actSolution, expSolution)
end
end
end