my_set = set([1, 2, 3, 2, 1])
print(my_set)  

# What do you notice in the output?
# the output prints out 1,2,3, and doesn't print out the other 2 and 1 in the dictionary
# the numbers are printed in a dictionary 

# Why do you think Sets are in the same tech talk as Hashmaps/Hashtables?
# keys must be unique and hashable, no duplicates 
# sets and hashmaps have unique values 

lover_album = {
    "title": "Lover",
    "artist": "Taylor Swift",
    "year": 2019,
    "genre": ["Pop", "Synth-pop"],
    "tracks": {
        1: "I Forgot That You Existed",
        2: "Cruel Summer",
        3: "Lover",
        4: "The Man",
        5: "The Archer",
        6: "I Think He Knows",
        7: "Miss Americana & The Heartbreak Prince",
        8: "Paper Rings",
        9: "Cornelia Street",
        10: "Death By A Thousand Cuts",
        11: "London Boy",
        12: "Soon You'll Get Better (feat. Dixie Chicks)",
        13: "False God",
        14: "You Need To Calm Down",
        15: "Afterglow",
        16: "Me! (feat. Brendon Urie of Panic! At The Disco)",
        17: "It's Nice To Have A Friend",
        18: "Daylight"
    }
}

# What data structures do you see?
# lists
# dictionaries 

# Printing the dictionary
print(lover_album)

print(lover_album.get('tracks'))
# or
print(lover_album['tracks'])

print(lover_album.get('tracks')[4]) # two types of calls 
# or
print(lover_album['tracks'][4]) # index, name of key to retrieve the value 

lover_album["producer"] = set(['Taylor Swift', 'Jack Antonoff', 'Joel Little', 'Taylor Swift', 'Louis Bell', 'Frank Dukes'])
# Printing the dictionary
print(lover_album)

# What can you change to make sure there are no duplicate producers?
# use set 
#

lover_album["tracks"].update({19: "All Of The Girls You Loved Before"})
# Printing the dictionary

# How would add an additional genre to the dictionary, like electropop? 
# add electropop to "genre": ["Pop", "Synth-pop"],
# or i would append: 
# Access the genre list in the lover_album dictionary
genres = lover_album["genre"]

# Append "Electropop" to the end of the list
genres.append("Electropop")

print(lover_album)

for k,v in lover_album.items(): # iterate using a for loop for key and value
    print(str(k) + ": " + str(v))

# Write your own code to print tracks in readable format

tracks = lover_album['tracks']
print("----------------")
print("Tracks in Lover:")
# Iterate over the tracks dictionary and print each track
for track_number, track_title in tracks.items():
    print(f"Track {track_number}: {track_title}")

def search():
    search = input("What would you like to know about the album?")
    if lover_album.get(search.lower()) == None:
        print("Invalid Search")
    else:
        print(lover_album.get(search.lower()))

search()

# This is a very basic code segment, how can you improve upon this code?
# you can add a feature where the user can add another song to the dictionary
# you can also add a feature where if the user types a typo, they can try again 
# the print messages are also not very specific or helpful, they could tell the user more clearly of a problem

melodramaAlbum = {
    "title": "Melodrama",
    "artist": "Lorde",
    "year": 2017,
    "genre": ["Pop", "Alternative/Indie"],
    "awards": ["2018 Grammy Award for Album of the Year", "2018 NME Award for Best Album", "2017 ARIA Music Award for Best International Artist"],
    "tracks": {
        1: "Green Light",
        2: "Sober",
        3: "Homemade Dynamite",
        4: "The Louvre",
        5: "Liability",
        6: "Hard Feelings/Loveless",
        7: "Sober II (Melodrama)",
        8: "Writer in The Dark",
        9: "Supercut",
        10: "Liability Reprise",
        11: "Perfect Places"
    }
}

print(melodramaAlbum)

print("Genre: ")
print(melodramaAlbum['genre'])

print("Track 8: ")
print(melodramaAlbum['tracks'][8])

from fuzzywuzzy import fuzz, process

def album_search():
    max_attempts = 3
    attempts = 0
    while attempts < max_attempts:
        search_key = input("What would you like to know about the album? ")
        search_key = search_key.lower()

        # Check for exact match
        if search_key in melodramaAlbum:
            print(f"{search_key.capitalize()}: {melodramaAlbum[search_key]}")
            break
        else:
            # Perform fuzzy search
            matches = process.extract(search_key, melodramaAlbum.keys(), limit=5)
            match_names = [match[0] for match in matches]
            print(f"Did you mean one of these {', '.join(match_names)}?")

            # Prompt user to input what they actually mean
            user_input = input("Please enter what you actually mean: ")
            if user_input.lower() in melodramaAlbum:
                print(f"{user_input.capitalize()}: {melodramaAlbum[user_input.lower()]}")
                break
            else:
                attempts += 1
                print("Unfortunately, we don't have that info.")

        if attempts == max_attempts:
            print("You have exceeded the maximum number of attempts.")
            break

album_search()