Kmeans algorithm using MapReduce to cluster the provided data set.

A 2-d data with 100,000 instances is provided. Using K means Map Reduce in Hadoop with Python, Write the code in python to do below steps Run the K means algorithm in a single iteration with a different number of k: k =60, k= 80 and k=100. Report the execution time with different k in a single iteration: k =60, k= 80 and k=100. Run the algorithm with 30 iterations with a k= 100. Report the results (the final centers and the assignments for each center). Visualize the result using a 2-d plot.