# INFINITE TRAVELLING WILBURYS GENERATOR
# ROB MANUEL SOFTWARE PLC

import random
import pandas as pd
from datetime import datetime

# Sample dataset of musicians (add more entries for completeness)


musicians_data = [{"name": "George Gershwin", "dob": "1898-09-26"}, {"name": "Bessie Smith", "dob": "1894-04-15"}, {"name": "Duke Ellington", "dob": "1899-04-29"}, {"name": "Louis Armstrong", "dob": "1901-08-04"}, {"name": "Bing Crosby", "dob": "1903-05-03"}, {"name": "Fats Waller", "dob": "1904-05-21"}, {"name": "Billie Holiday", "dob": "1915-04-07"}, {"name": "Frank Sinatra", "dob": "1915-12-12"}, {"name": "Ella Fitzgerald", "dob": "1917-04-25"}, {"name": "Nat King Cole", "dob": "1919-03-17"}, {"name": "Charlie Parker", "dob": "1920-08-29"}, {"name": "Miles Davis", "dob": "1926-05-26"}, {"name": "John Coltrane", "dob": "1926-09-23"}, {"name": "Ray Charles", "dob": "1930-09-23"}, {"name": "Elvis Presley", "dob": "1935-01-08"}, {"name": "Johnny Cash", "dob": "1932-02-26"}, {"name": "Manuel de Falla", "dob": "1876-11-23"}, {"name": "Fritz Kreisler", "dob": "1875-02-02"}, {"name": "Enrico Caruso", "dob": "1873-02-25"}, {"name": "Maurice Ravel", "dob": "1875-03-07"}, {"name": "Sergei Rachmaninoff", "dob": "1873-04-01"}, {"name": "Claude Debussy", "dob": "1862-08-22"}, {"name": "Erik Satie", "dob": "1866-05-17"}, {"name": "Scott Joplin", "dob": "1868-11-24"}, {"name": "Ferruccio Busoni", "dob": "1866-04-01"}, {"name": "Alexander Scriabin", "dob": "1872-01-06"}, {"name": "Leopold Stokowski", "dob": "1882-04-18"}, {"name": "Igor Stravinsky", "dob": "1882-06-17"}, {"name": "Nikolai Medtner", "dob": "1880-01-05"}, {"name": "Sergei Prokofiev", "dob": "1891-04-23"}, {"name": "Pietro Mascagni", "dob": "1863-12-07"}, {"name": "Jean Sibelius", "dob": "1865-12-08"}, {"name": "Dmitri Shostakovich", "dob": "1906-09-25"}, {"name": "Charles Ives", "dob": "1874-10-20"}, {"name": "Béla Bartók", "dob": "1881-03-25"}, {"name": "Jelly Roll Morton", "dob": "1890-10-20"}, {"name": "Hoagy Carmichael", "dob": "1899-11-22"}, {"name": "Bix Beiderbecke", "dob": "1903-03-10"}, {"name": "Cole Porter", "dob": "1891-06-09"}, {"name": "Al Jolson", "dob": "1886-05-26"}, {"name": "John Philip Sousa", "dob": "1854-11-06"}, {"name": "Leonard Bernstein", "dob": "1918-08-25"}, {"name": "Irving Berlin", "dob": "1888-05-11"}, {"name": "Arturo Toscanini", "dob": "1867-03-25"}, {"name": "Gustav Mahler", "dob": "1860-07-07"}, {"name": "Richard Strauss", "dob": "1864-06-11"}, {"name": "Vaughan Williams", "dob": "1872-10-12"}, {"name": "Benny Goodman", "dob": "1909-05-30"}, {"name": "Jerry Lee Lewis", "dob": "1935-09-29"}, {"name": "Little Richard", "dob": "1932-12-05"}, {"name": "Buddy Holly", "dob": "1936-09-07"}, {"name": "Roy Orbison", "dob": "1936-04-23"}, {"name": "Chuck Berry", "dob": "1926-10-18"}, {"name": "Bo Diddley", "dob": "1928-12-30"}, {"name": "Muddy Waters", "dob": "1913-04-04"}, {"name": "B.B. King", "dob": "1925-09-16"}, {"name": "Bill Monroe", "dob": "1911-09-13"}, {"name": "Hank Williams", "dob": "1923-09-17"}, {"name": "Woody Guthrie", "dob": "1912-07-14"}, {"name": "Lead Belly", "dob": "1888-01-20"}, {"name": "Robert Johnson", "dob": "1911-05-08"}, {"name": "Mahalia Jackson", "dob": "1911-10-26"}, {"name": "Etta James", "dob": "1938-01-25"}, {"name": "James Brown", "dob": "1933-05-03"}, {"name": "Sam Cooke", "dob": "1931-01-22"}, {"name": "Nina Simone", "dob": "1933-02-21"}, {"name": "Patsy Cline", "dob": "1932-09-08"}, {"name": "Loretta Lynn", "dob": "1932-04-14"}, {"name": "Merle Haggard", "dob": "1937-04-06"}, {"name": "Dolly Parton", "dob": "1946-01-19"}, {"name": "Noel Coward", "dob": "1899-12-16"}, {"name": "Ivor Novello", "dob": "1893-01-15"}, {"name": "Vera Lynn", "dob": "1917-03-20"}, {"name": "Gracie Fields", "dob": "1898-01-09"}, {"name": "George Formby", "dob": "1904-05-26"}, {"name": "John Dankworth", "dob": "1927-09-20"}, {"name": "Eddie Cochran", "dob": "1938-10-03"}, {"name": "Johnny Kidd", "dob": "1935-12-23"}, {"name": "Lonnie Donegan", "dob": "1931-04-29"}, {"name": "Dusty Springfield", "dob": "1939-04-16"}, {"name": "David Whitfield", "dob": "1925-02-02"}, {"name": "George Shearing", "dob": "1919-08-13"}, {"name": "Matt Monro", "dob": "1930-12-01"}, {"name": "Shirley Bassey", "dob": "1937-01-08"}, {"name": "Cilla Black", "dob": "1943-05-27"}, {"name": "Tommy Steele", "dob": "1936-12-17"}, {"name": "Petula Clark", "dob": "1932-11-15"}, {"name": "Anthony Newley", "dob": "1931-09-24"}, {"name": "Cliff Richard", "dob": "1940-10-14"}, {"name": "Joan Regan", "dob": "1928-01-19"}, {"name": "Billy Fury", "dob": "1940-04-17"}, {"name": "Kathy Kirby", "dob": "1938-10-20"}, {"name": "Frankie Vaughan", "dob": "1928-02-03"}, {"name": "Julie Andrews", "dob": "1935-10-01"}, {"name": "Engelbert Humperdinck", "dob": "1936-05-02"}, {"name": "Sandie Shaw", "dob": "1947-02-26"}, {"name": "Adam Faith", "dob": "1940-06-23"}, {"name": "Helen Shapiro", "dob": "1946-09-28"}, {"name": "Paul McCartney", "dob": "1942-06-18"}, {"name": "Ringo Starr", "dob": "1940-07-07"}, {"name": "Gary Numan", "dob": "1958-03-08"}, {"name": "Alison Moyet", "dob": "1961-06-18"}, {"name": "Vince Clarke", "dob": "1960-07-03"}, {"name": "Andy Bell", "dob": "1964-04-25"}, {"name": "David Sylvian", "dob": "1958-02-23"}, {"name": "Howard Jones", "dob": "1955-02-23"}, {"name": "Thomas Dolby", "dob": "1958-10-14"}, {"name": "Marc Almond", "dob": "1957-07-09"}, {"name": "Martin Gore", "dob": "1961-07-23"}, {"name": "Neil Tennant", "dob": "1954-07-10"}, {"name": "Chris Lowe", "dob": "1959-10-04"}, {"name": "Nik Kershaw", "dob": "1958-03-01"}, {"name": "Phil Oakey", "dob": "1955-10-02"}, {"name": "Midge Ure", "dob": "1953-10-10"}, {"name": "Siouxsie Sioux", "dob": "1957-05-27"}, {"name": "Andrew Eldritch", "dob": "1959-05-15"}, {"name": "Peter Murphy", "dob": "1957-07-11"}, {"name": "Wayne Hussey", "dob": "1958-05-26"}, {"name": "Steven Severin", "dob": "1955-09-25"}, {"name": "Patricia Morrison", "dob": "1962-01-14"}, {"name": "Lol Tolhurst", "dob": "1959-02-03"}, {"name": "Tom Chaplin", "dob": "1980-03-08"}, {"name": "Ben Lovett", "dob": "1980-09-30"}, {"name": "Will Young", "dob": "1979-01-20"}, {"name": "Guy Garvey", "dob": "1974-03-06"}, {"name": "Leona Lewis", "dob": "1985-04-03"}, {"name": "Kate Nash", "dob": "1987-07-06"}, {"name": "Jamie Cullum", "dob": "1979-08-20"}, {"name": "Calvin Harris", "dob": "1984-01-17"}, {"name": "M.I.A.", "dob": "1975-07-18"}, {"name": "Jessie Ware", "dob": "1984-10-15"}, {"name": "Alex Turner", "dob": "1986-01-06"}, {"name": "Dizzee Rascal", "dob": "1985-09-18"}, {"name": "Joss Stone", "dob": "1987-04-11"}, {"name": "Marina Diamandis", "dob": "1985-10-10"}, {"name": "Florence Welch", "dob": "1986-08-28"}, {"name": "Marcus Mumford", "dob": "1987-01-31"}, {"name": "Ellie Goulding", "dob": "1986-12-30"}, {"name": "James Blake", "dob": "1988-09-26"}, {"name": "Ed Sheeran", "dob": "1991-02-17"}, {"name": "Adele", "dob": "1988-05-05"}, {"name": "Sam Smith", "dob": "1992-05-19"}, {"name": "Dua Lipa", "dob": "1995-08-22"}, {"name": "Rita Ora", "dob": "1990-11-26"}, {"name": "Harry Styles", "dob": "1994-02-01"}, {"name": "Zayn Malik", "dob": "1993-01-12"}, {"name": "Liam Payne", "dob": "1993-08-29"}, {"name": "Louis Tomlinson", "dob": "1991-12-24"}, {"name": "Niall Horan", "dob": "1993-09-13"}, {"name": "James Arthur", "dob": "1988-03-02"}, {"name": "Tom Walker", "dob": "1991-12-17"}, {"name": "George Ezra", "dob": "1993-06-07"}, {"name": "Anne-Marie", "dob": "1991-04-07"}, {"name": "Jorja Smith", "dob": "1997-06-11"}, {"name": "Ella Henderson", "dob": "1996-01-12"}, {"name": "Mabel", "dob": "1996-02-19"}, {"name": "Rex Orange County", "dob": "1998-05-04"}, {"name": "Tom Grennan", "dob": "1995-06-08"}, {"name": "Declan McKenna", "dob": "1998-12-24"}, {"name": "Kyla La Grange", "dob": "1981-07-25"}, {"name": "Guy Garvey", "dob": "1981-03-06"}, {"name": "Leona Lewis", "dob": "1982-04-03"}, {"name": "Will Young", "dob": "1982-01-20"}, {"name": "Kate Nash", "dob": "1983-07-06"}, {"name": "Jamie Cullum", "dob": "1983-08-20"}, {"name": "M.I.A.", "dob": "1984-07-18"}, {"name": "Alex Turner", "dob": "1985-01-06"}, {"name": "Mumford & Sons", "dob": "1987-01-31"}, {"name": "David Bowie", "dob": "1947-01-08"}, {"name": "Elton John", "dob": "1947-03-25"}, {"name": "Rod Stewart", "dob": "1945-01-10"}, {"name": "Robert Plant", "dob": "1948-08-20"}, {"name": "Freddie Mercury", "dob": "1946-09-05"}, {"name": "Phil Collins", "dob": "1951-01-30"}, {"name": "Sting", "dob": "1951-10-02"}, {"name": "Annie Lennox", "dob": "1954-12-25"}, {"name": "George Michael", "dob": "1963-06-25"}, {"name": "Thom Yorke", "dob": "1968-10-07"}, {"name": "Damon Albarn", "dob": "1968-03-23"}, {"name": "Robbie Williams", "dob": "1974-02-13"}, {"name": "Liam Gallagher", "dob": "1972-09-21"}, {"name": "Noel Gallagher", "dob": "1967-05-29"}, {"name": "Gary Barlow", "dob": "1971-01-20"}, {"name": "Chris Martin", "dob": "1977-03-02"}, {"name": "Dido", "dob": "1971-12-25"}, {"name": "James Bay", "dob": "1990-09-04"}, {"name": "Mick Jagger", "dob": "1943-07-26"}, {"name": "Keith Richards", "dob": "1943-12-18"}, {"name": "Charlie Watts", "dob": "1941-06-02"}, {"name": "Ronnie Wood", "dob": "1947-06-01"}, {"name": "Brian Jones", "dob": "1942-02-28"}, {"name": "John Lennon", "dob": "1940-10-09"}, {"name": "George Harrison", "dob": "1943-02-25"}, {"name": "Pete Townshend", "dob": "1945-05-19"}, {"name": "Roger Daltrey", "dob": "1944-03-01"}, {"name": "Keith Moon", "dob": "1946-08-23"}, {"name": "John Entwistle", "dob": "1944-10-09"}, {"name": "David Gilmour", "dob": "1946-03-06"}, {"name": "Roger Waters", "dob": "1943-09-06"}, {"name": "Richard Wright", "dob": "1943-07-28"}, {"name": "Nick Mason", "dob": "1944-01-27"}, {"name": "Syd Barrett", "dob": "1946-01-06"}, {"name": "Brian May", "dob": "1947-07-19"}, {"name": "Roger Taylor", "dob": "1949-07-26"}, {"name": "John Deacon", "dob": "1951-08-19"}, {"name": "Jimmy Page", "dob": "1944-01-09"}, {"name": "John Paul Jones", "dob": "1946-01-03"}, {"name": "John Bonham", "dob": "1948-05-31"}, {"name": "Ian Gillan", "dob": "1945-08-19"}, {"name": "Ritchie Blackmore", "dob": "1945-04-14"}, {"name": "Jon Lord", "dob": "1941-06-09"}, {"name": "Roger Glover", "dob": "1945-11-30"}, {"name": "Ian Paice", "dob": "1948-06-29"}, {"name": "Ozzy Osbourne", "dob": "1948-12-03"}, {"name": "Tony Iommi", "dob": "1948-02-19"}, {"name": "Geezer Butler", "dob": "1949-07-17"}, {"name": "Bill Ward", "dob": "1948-05-05"}, {"name": "Bruce Dickinson", "dob": "1958-08-07"}, {"name": "Steve Harris", "dob": "1956-03-12"}, {"name": "Dave Murray", "dob": "1956-12-23"}, {"name": "Adrian Smith", "dob": "1957-02-27"}, {"name": "Nicko McBrain", "dob": "1952-06-05"}, {"name": "Paul Di'Anno", "dob": "1958-05-17"}, {"name": "Phil Lynott", "dob": "1949-08-20"}, {"name": "Gary Moore", "dob": "1952-04-04"}, {"name": "Brian Downey", "dob": "1951-01-27"}, {"name": "Scott Gorham", "dob": "1951-03-17"}, {"name": "John Taylor", "dob": "1960-06-20"}, {"name": "Simon Le Bon", "dob": "1958-10-27"}, {"name": "Nick Rhodes", "dob": "1962-06-08"}, {"name": "Roger Taylor", "dob": "1960-04-26"}, {"name": "Andy Taylor", "dob": "1961-02-16"}, {"name": "Andrew Ridgeley", "dob": "1963-01-26"}, {"name": "Boy George", "dob": "1961-06-14"}, {"name": "Morrissey", "dob": "1959-05-22"}, {"name": "Johnny Marr", "dob": "1963-10-31"}, {"name": "Andy Rourke", "dob": "1964-01-17"}, {"name": "Mike Joyce", "dob": "1963-06-01"}, {"name": "Jonny Greenwood", "dob": "1971-11-05"}, {"name": "Ed O'Brien", "dob": "1968-04-15"}, {"name": "Colin Greenwood", "dob": "1969-06-26"}, {"name": "Philip Selway", "dob": "1967-05-23"}, {"name": "Graham Coxon", "dob": "1969-03-12"}, {"name": "Alex James", "dob": "1968-11-21"}, {"name": "Dave Rowntree", "dob": "1964-05-08"}, {"name": "Paul Arthurs", "dob": "1965-06-23"}, {"name": "Paul McGuigan", "dob": "1971-05-09"}, {"name": "Alan White", "dob": "1972-05-26"}, {"name": "Jarvis Cocker", "dob": "1963-09-19"}, {"name": "Steve Mackey", "dob": "1966-11-10"}, {"name": "Russell Senior", "dob": "1961-05-18"}, {"name": "Nick Banks", "dob": "1965-07-28"}, {"name": "Mark Webber", "dob": "1970-09-14"}, {"name": "Richard Hawley", "dob": "1967-01-17"}, {"name": "Bobby Gillespie", "dob": "1961-06-22"}, {"name": "Mani", "dob": "1962-11-16"}, {"name": "Andrew Innes", "dob": "1962-02-16"}, {"name": "Martin Duffy", "dob": "1967-05-18"}, {"name": "Mark Knopfler", "dob": "1949-08-12"}, {"name": "David Gray", "dob": "1968-06-13"}, {"name": "Elvis Costello", "dob": "1954-08-25"}, {"name": "Howard Donald", "dob": "1968-04-28"}, {"name": "Mark Owen", "dob": "1972-01-27"}, {"name": "Jason Orange", "dob": "1970-07-10"}, {"name": "Jonny Buckland", "dob": "1977-09-11"}, {"name": "Guy Berryman", "dob": "1978-04-12"}, {"name": "Will Champion", "dob": "1978-07-31"}, {"name": "Sandy Denny", "dob": "1947-01-06"}, {"name": "Tom Jones", "dob": "1940-06-07"}, {"name": "Joe Cocker", "dob": "1944-05-20"}, {"name": "Eric Burdon", "dob": "1941-05-11"}, {"name": "Marianne Faithfull", "dob": "1946-12-29"}, {"name": "Steve Winwood", "dob": "1948-05-12"}, {"name": "Elkie Brooks", "dob": "1945-02-25"}, {"name": "Kate Bush", "dob": "1958-07-30"}, {"name": "Billy Idol", "dob": "1955-11-30"}, {"name": "John Lydon", "dob": "1956-01-31"}, {"name": "Adam Ant", "dob": "1954-11-03"}, {"name": "Roland Orzabal", "dob": "1961-08-22"}, {"name": "Curt Smith", "dob": "1961-06-24"}, {"name": "Rick Astley", "dob": "1966-02-06"}, {"name": "Seal", "dob": "1963-02-19"}, {"name": "Lisa Stansfield", "dob": "1966-04-11"}, {"name": "Paul Young", "dob": "1956-01-17"}, {"name": "Mick Hucknall", "dob": "1960-06-08"}, {"name": "Roland Gift", "dob": "1961-05-28"}, {"name": "Sade", "dob": "1959-01-16"}, {"name": "Dave Gahan", "dob": "1962-05-09"}, {"name": "Andy Fletcher", "dob": "1961-07-08"}, {"name": "Dave Stewart", "dob": "1952-09-09"}, {"name": "Peter Gabriel", "dob": "1950-02-13"}, {"name": "Robert Smith", "dob": "1959-04-21"}, {"name": "Billy Bragg", "dob": "1957-12-20"}, {"name": "Tony Hadley", "dob": "1960-06-02"}, {"name": "Gary Kemp", "dob": "1959-10-16"}, {"name": "Martin Kemp", "dob": "1961-10-10"}, {"name": "Marc Bolan", "dob": "1947-09-30"}, {"name": "Jeff Lynne", "dob": "1947-12-30"}, {"name": "Roy Wood", "dob": "1946-11-08"}, {"name": "Paul Weller", "dob": "1958-05-25"}, {"name": "Lily Allen", "dob": "1985-05-02"}, {"name": "Jessie J", "dob": "1988-03-27"}, {"name": "John Newman", "dob": "1990-06-16"},]

# Convert data to DataFrame
musicians_df = pd.DataFrame(musicians_data)

# Function to calculate age
def calculate_age(dob, year):
    birth_year = int(dob.split("-")[0])
    return year - birth_year

# Function to generate band based on input year
def generate_band(year):
    band = {}
    ages = [37, 41, 45, 47, 52]
    for age in ages:
        eligible_musicians = musicians_df[musicians_df['dob'].apply(lambda dob: calculate_age(dob, year)) == age]
        if not eligible_musicians.empty:
            musician = eligible_musicians.sample().iloc[0]
            band[age] = f"{musician['name']} ({age})"
        else:
            # Find the closest age
            musicians_df['age'] = musicians_df['dob'].apply(lambda dob: calculate_age(dob, year))
            closest_age = musicians_df.iloc[(musicians_df['age'] - age).abs().argsort()[:1]]['age'].values[0]
            closest_musicians = musicians_df[musicians_df['age'] == closest_age]
            musician = closest_musicians.sample().iloc[0]
            band[age] = f"{musician['name']} ({closest_age})"
    return band

# Function to print band in specified format
def print_band(year):
    band = generate_band(year)
    names = ["Tom Petty", "Jeff Lynne", "George Harrison", "Bob Dylan", "Roy Orbison"]
    ages = [37, 41, 45, 47, 52]
    print(f"The Travelling Wilburys for the year {year}:\n")
    for name, age in zip(names, ages):
        print(f"{name}: {band[age]}")

# Example usage
year = random.randint(1930, datetime.now().year + 10)
print_band(year)