import glob
import os
import hashlib
from PIL import Image, UnidentifiedImageError

from imagehash import average_hash
from videohash import VideoHash
from videohash.exceptions import FFmpegFailedToExtractFrames

hashes = set()
delete = set()

filenames = [x for x in glob.glob('**', recursive=True) if os.path.isfile(x)]

print('Found', len(filenames), 'files in', os.getcwd() + '. Deduplicate them?')
print('ENTER to continue, ctrl+c to cancel.')
try:
    input()
except KeyboardInterrupt:
    print('\nCancelled.')
    os._exit(0)

print('Sorting file list by size...')
filenames.sort(key=os.path.getsize, reverse=True)

print('Deduplicating by md5 hash...')

for filename in filenames:
    # hash first 65536 bytes of each file only
    CHUNK_SIZE = 65536

    hasher = hashlib.md5()
    with open(filename, 'rb') as file:
        buf = file.read(CHUNK_SIZE)
        hasher.update(buf)
        digest = hasher.hexdigest()
        if digest in hashes:
            delete.add(filename)
        else:
            hashes.add(digest)

print('Found', len(delete), 'duplicates by md5 hash.')
print('Deduplicating by media fingerprint...')

def get_image_hash(filename):
    try:
        image = Image.open(filename)
        return str(average_hash(image)) + '_image'
    except UnidentifiedImageError:
        return None

def get_video_hash(filename):
    try:
        return str(VideoHash(path=filename).hash_hex) + '_video'
    except FFmpegFailedToExtractFrames:
        return None

count = 0
total = len(filenames)

for filename in filenames:
    count += 1
    print('Hashing file', count, '/', total, end='\r')

    if filename in delete: continue

    try:
        digest = get_image_hash(filename) or get_video_hash(filename)
    except BaseException as e:
        print()
        print('Exception', e.__class__.__name__, str(e), 'while hashing:')
        print(filename)
        continue

    if not digest: continue

    if digest in hashes:
        delete.add(filename)
    else:
        hashes.add(digest)

print()
print('Found', len(delete), 'total duplicate files.')

print('Deleting...')
for dupe in delete:
    os.remove(dupe)