The aim of the Movie Recommendation System is to provide information$/$recommendations to interested users for a set of movies. You are required to write a Python program that stores, processes, and retrieves information as specified below.

Specifications:

The program should display the following menu:

Movies Recommendation System

$1.$ Add new Movie information

$2.$ Update Movie information

$3.$ Display information for all Movie

$4.$ Display specific information

$5.$ Save specific genre in new files

$6.$ Exit

$1.$ Adding new movies: This option allows the user to add movie information to the system. The fields for each movie are described in Table $1.$ Data should be stored in a file called $$movie$.$txt$.$

Table $1$ Data specification

Field Specification Type of data Possible values

MovieID Movie identification String of $5$ digits $00001$

MovieName Name of the Movie String $60$ Rules for Life

MovieAuthor The writer of the Movie String First$\_$name Last$\_$name

UserRating user rating Float value from $1$ to $53\mathrm{.}5$

NumOfReviews Number of reviews Integer $1730$

Revenue The revenue of the movie in millions float $100\mathrm{.}0$M$,1\mathrm{.}5$M

Year The evaluation year Integer $2022$

Genre The domain of the Movie

It might be $0$: sport, $1$: art, $2$: economic, $3$: comedy $4$: fiction and $5$: politics String Sport

Table $2$ presents examples of valid data.

Table $2$ Examples of Valid data

MovieID MovieName MovieWriter UserRating NumOfReviews Revenue Year Genre

$12018$ A Wrinkle in Time $($Time Quintet$)$ Madeleine L'Engle $4\mathrm{.}5515320$M $2018$ fiction

$12019$ A Wrinkle in Time $($Time Quintet$)$ Madeleine L'Engle $4\mathrm{.}4505020$M $2019$ fiction

$22011$ UP Disney $5\mathrm{.}01000080$M $2011$ Fiction, art

The program should accept only valid names and values. Each Movie should have one record per year. The system should display an appropriate error message if the MovieID already has been reviewed for the same Year. For example, the data presented in Table $3$ is not valid. This is because each movie should be reviewed once per a year.

You should ask the user to enter the number corresponding to the movie Genre, then write it in letters. For instance, if the user entered $0,$ this means the genre is sport and this is how it should be saved in the file. A movie can have up to $5$ Genres, so you should ask the user how many Genres he will enter, if he entered a value larger than $5,$ then you should print an error message, then ask again.

When adding the new movie the MovieID should be automatically assigned. You should check the Movie Name, if the movie has the same name, then you should check the movie year, if the movie name and year are the same you should display an error and not add the movie, get the user back to the main menu. If the movie has the same name but not the same year, then the new id is the old id $+$ the date. For instance, movie $1$ is created in $2012$ and the ID is $12012.$ The second review for the same movie is in $2013,$ then the ID should be $12013.$ The first number $1$ is just a sequential number. The second number is the date of Review. So$,$ to create the movieID you should check if the movie already exist, if it does use the same sequential number $($ex; $1),$ else add one to the last existing sequential number and use that $($ex; $2).($check Table $2)$

Note that when the user Enter the MovieName, they may use upper or lower case letters, your code should be able to recognize if the same name is entered but with different letters $($check table $3)$

Table $3$ Examples of NOT valid data

MovieID MovieName MovieWriter UserRating NumOfReviews Revenue ReviewYear Genre

$12018$ A Wrinkle in Time $($Time Quintet$)$ Madeleine L'Engle $4\mathrm{.}5515320$M $2018$ fiction

$12018$ A Wrinkle in Time $($Time Quintet$)$ Madeleine L'Engle $4\mathrm{.}4505020$M $2018$ fiction

$12018$ a wrinkle in time $($time quintet$)$ Madeleine L'Engle $4\mathrm{.}4505020$M $2018$ fiction

$2.$ Updating Movie information: this option allows the user to update UserRating, NumOfReviews, and Revenue. Once this option is selected, the program should ask for MovieName and Year, then retrieve Movie information based on MovieName and Year. For each field, the program should ask whether it needs to be updated or not. If it needs to be updated, the program asks for the new information. Once all information is entered, the program updates them and displays an appropriate message. The updated movie should be changed in the file as well.

$3.$ Displaying information about all Movies: this option allows the user to display Movies$$ information in a nicely formatted table. It has the following sub$-$options $($select only $3$ of the following sub$-$options$)$

o Sort by MovieID

o Sort by MovieName

o Sort by Genre

o Sort by Revenue

o Sorted by Year

$4.$ Displaying specific information: this feature allows the user to display Movies$$ information based on some specified criteria. It has the following sub$-$options: $($select only $4$ of the following sub$-$options$)$

$$ View the top $5$ selling movies in the last $10$ years $($sorted based on Year and UserRating$).$

$$ Pri