Question $3-$ Map$-$Reduce $(2$ marks$)$

Create a Python program that uses Map$-$Reduce to analyze a data set. You must use map, filter, and reduce functions. Details:

Put a comment at the top of the question $2$ Python codeblock with your name and student number.

Use a data set that consists of the numbers from $1$ to $15.(0\mathrm{.}5)$

Apply a map function to the data set that will divide the value by $2$ if it is even or multiply by $4$ if it is odd. Print the result after the map function is applied. $(0\mathrm{.}5$ marks$)$

Apply a filter function that will keep the value if it is between $3$ and $30$ inclusive. Print the result after the filter function is applied. $(0\mathrm{.}5$ mark$)$

Apply a reduce function that will miltiply the two values if the first value is greater than the second otherwise it will add them. Print the result after reduce function is applied. $(0\mathrm{.}5$ mark$)$

Sample Output

Result$$after$$map:$[4,1\mathrm{.}0,12,2\mathrm{.}0,20,3\mathrm{.}0,28,4\mathrm{.}0,36,5\mathrm{.}0,44,6\mathrm{.}0,52,7\mathrm{.}0,60]$

Result$$after$$filter:$[4,12,20,3\mathrm{.}0,28,4\mathrm{.}0,5\mathrm{.}0,6\mathrm{.}0,7\mathrm{.}0]$

Result$$after$$reduce:$2540160\mathrm{.}0$