please use python and spark Use the first 1000 digits of pi.

In each case, develop program implemented using Spark (either on AWS or Databricks), to:

Find the 5 most frequent and 5 least frequent (but present)tbi-grams for your dataset (only digits, not the decimal point A bi-gram is 2 successive digits/letters/etc.For example, the string 938193 has 5 (93, 38, 81,19, 93).The distribution would include:93 - 2, and 81 - 1 . Assume that the data set is large enough so that bi-grams at the boundaries of nodes are not significant (most likely you will have only 1 mapper in any case since this is a very small data set, so it won't be an issue.

Your submission should be copied into MSWord or pdf, and should include (in one file):

1) Your Spark Program

2) Minimum (5 least occurring bi-gram)

3) Maximum (5 most commonly occurring bi-gram)