$)$ Calculate the Movie Similarities on the ml$-10$M dataset to find and show the Top $10$ most similar

movies to Toy Story $($movieId $1).$ Make sure to use your resources online on how you can read and

combine data as well as leveraging the lectures.

$1.$ The data must be read in from Amazon S$3.$

$2.$ You can use PySpark DataFrames $($recommended$)$ or RDDs$.$

$3.$ All of your code must be working code, and the submission must show that your notebook cells

are executed, and the output printed.

$4.$ The final result in your notebook should look similar to the image below $($but for Toy Story$).$

$5.$ The columns in the final result must be named the same as what you see in the screenshot. They

should only show the Three columns with these exact names $($Movie Name, Similar Movies,

score$).$

$6.$ Extra C