% load pyrim

% NumTrain = 50;

% load machine

%NumTrain = 150;

% load housing

% NumTrain = 300;

% load abalone

% NumTrain = 1000;

% load bank32nh

% NumTrain = 3000;

% load cpuact

% NumTrain = 4000;

%  load calhousing

% NumTrain = 5000;

%  load census

% NumTrain = 6000;

  load calhousing

  path= '/root/orca-master0/orca-master/';

  name='CaliforniaScaling';

  NumTrainforScaling =  [100:100:900,1000:1000:10000] ;

 for i = 1:length(NumTrainforScaling)

NumTrain = NumTrainforScaling(i);

k=i;

% for k = 1:10

n = size(X,1);

 NumTest = n - NumTrain;

% id = randperm(n);

id = id0(k,:);

traindata = X(id(1:NumTrain),:);

targets = y(id(1:NumTrain));

TestData = X(id(NumTrain+1:n),:);

TestTargets = y(id(NumTrain+1:n));

X1=[targets-1,traindata];

n0 = size(X1,2);

X1 = sortrows(X1,1);

X2=[TestTargets-1,TestData];

% traindata = X1(:,1:end-1);

% targets = X1(:,end);

% X1=[traindata,targets];

% fname1 = strcat('C:\Users\hd\Desktop\machine\mytask_train.',num2str(k-1));

% fname2 = strcat('C:\Users\hd\Desktop\machine\mytask_test.',num2str(k-1));

% fname1 = strcat('C:\Users\hd\Desktop\housing\mytask_train.',num2str(k-1));

% fname2 = strcat('C:\Users\hd\Desktop\housing\mytask_test.',num2str(k-1));

% fname1 = strcat('C:\Users\hd\Desktop\abalone\mytask_train.',num2str(k-1));

% fname2 = strcat('C:\Users\hd\Desktop\abalone\mytask_test.',num2str(k-1));

% fname1 = strcat('C:\Users\hd\Desktop\bank32nh\mytask_train.',num2str(k-1));

% fname2 = strcat('C:\Users\hd\Desktop\bank32nh\mytask_test.',num2str(k-1));

% fname1 = strcat('C:\Users\hd\Desktop\cpuact\mytask_train.',num2str(k-1));

% fname2 = strcat('C:\Users\hd\Desktop\cpuact\mytask_test.',num2str(k-1));

%  fname1 = strcat('C:\Users\hd\Desktop\calhousing\mytask_train.',num2str(k-1));

%  fname2 = strcat('C:\Users\hd\Desktop\calhousing\mytask_test.',num2str(k-1));

%  fname1 = strcat('C:\Users\hd\Desktop\census\mytask_train.',num2str(k-1));

%  fname2 = strcat('C:\Users\hd\Desktop\census\mytask_test.',num2str(k-1));

path =  '/root/nnrank1.2/data/';

fname1 = strcat(path,name,'/mytask_train.',num2str(k-1));

fname2 = strcat(path,name,'/mytask_test.',num2str(k-1));

fname3 = strcat(path,name,'/mytask_targets.',num2str(k-1));

%  fname1 = strcat('C:\Users\hd\Desktop\scalecalhousing\mytask_train.',num2str(k-1));

% libsvmwrite(fname1, targets, sparse(traindata));

% save(fname1,'X1','-ascii')

% %save(fname2,'X2','-ascii')

%  save(fname2,'TestData','-ascii')

%  save(fname3,'TestTargets','-ascii')

 TrainNNOP{1} = size(X1,2)-1;

 TrainNNOP{2} = [5, 0:4];

 TrainNNOP{3} = size(X1,1);

 TrainNNOP{4} = X1;

 TestNNOP{1} = size(X2,2)-1;

 TestNNOP{2} = [5, 0:4];

 TestNNOP{3} = size(X2,1);

 TestNNOP{4} = X2;

 for j = 1:4

     dlmwrite(fname1,TrainNNOP{j},'delimiter', ' ','-append');

%      dlmwrite(fname2,TestNNOP{j},'delimiter', '\t');

 end

% libsvmwrite(fname1, targets, sparse(traindata));

% libsvmwrite(fname2, TestTargets, sparse(TestData));

% end

  end