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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