# vim: set encoding=utf-8

#  Copyright (c) 2016 Intel Corporation 
#
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#       http://www.apache.org/licenses/LICENSE-2.0
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#  limitations under the License.
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""" Generates data for gmm model
    params: n_samples: number of rows
            centers: number of centroids
            n_features: number of columns"""
from sklearn.datasets.samples_generator import make_blobs


def gen_data(n_rows, k, features):
    x,y = make_blobs(n_samples=n_rows, centers=k, n_features=features, random_state=14)
    for row in x.tolist():
        print ",".join(map(str,row))

gen_data(50, 5, 2)
