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Implement Stratified sampling.
Given training data, class labels and the fraction of validation data per class
'test_size'. Write a method to sample train data, test data, train labels and test
labels such that each class has ‘test_size' fraction of data/labels for validation
and 1-test_size fraction of data/labels for training.

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