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AIPackGenerator.py
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AIPackGenerator.py
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from craiyon import Craiyon
import base64
from pathlib import Path
import time
from random import randint
from PIL import Image
from os import walk as oswalk
from threading import Thread
class FileSearcher:
def __init__(self, directory):
self.__directory = directory
def gen_dir_list(self):
dir_list = []
for root, dirs, files in oswalk(self.__directory):
for i in dirs:
dir_list.append(Path(f'{root}/{i}'))
return dir_list
def gen_file_list(self, dir_list):
file_list = []
for i in dir_list.glob("*.png"):
file_list.append(i.name)
return file_list
def gen_usable_names(self, file_list):
names_list = []
for i in file_list:
str1 = i.split('.')[0]
str1 = str1.replace('_', ' ')
names_list.append(str1)
return names_list
class PackGenerator:
def __init__(self, path, request_limit=75, output_dir='generated', gen_individual_output=False):
self.__request_limit = request_limit
self.__output_dir = output_dir
self.__gen_individual_output = gen_individual_output
self.__gen = Craiyon()
self.__file_searcher = FileSearcher(path)
self.__dir_list = self.__file_searcher.gen_dir_list()
self.__time_taken = []
self.__failed_list = []
def __save_image(self, generated_images, curr_directory, file_name):
path = (Path.cwd() / f'{self.__output_dir}/assets/minecraft/textures/{curr_directory}')
path.mkdir(parents=True, exist_ok=True)
with open(path / f'{file_name}.png', 'wb') as f:
f.write(base64.decodebytes(generated_images.images[randint(0, 8)].encode('utf-8')))
def __ai_generation(self, prompt, curr_directory, prompt_prefix):
if prompt_prefix == '':
if(self.__gen_individual_output): print(f"Generating: {prompt}")
try:
ai_res = self.__gen.generate(prompt)
except:
if self.__gen_individual_output: print(f'(Too many requests) Failed generating: {prompt}, will try later.')
self.__failed_list.append((prompt, curr_directory, prompt_prefix))
return
else:
prefix = prompt_prefix + ' '
if(self.__gen_individual_output): print(f"Generating: {prefix}{prompt}")
try:
ai_res = self.__gen.generate(prefix + prompt)
except:
if self.__gen_individual_output: print(f'(Too many requests) Failed generating: {prompt_prefix} {prompt}, will try later.')
self.__failed_list.append((prompt, curr_directory, prompt_prefix))
return
file_name = prompt.replace(' ', '_')
self.__save_image(ai_res, curr_directory, file_name)
if self.__gen_individual_output:
if (prompt_prefix != ''): print(f"Finished generating: {prompt}.")
else: print(f"Finished generating: {prompt_prefix} {prompt}.")
def __regenerate(self, request_buffer=5):
print('Regenerating failed attempts.')
self.__time_taken.clear()
failed_list_copy = self.__failed_list[:]
threads = []
active_threads = []
counter = 0
for i in range(len(failed_list_copy)):
new_thread = Thread(target = self.__ai_generation, args = failed_list_copy[i])
threads.append(new_thread)
self.__failed_list.remove(failed_list_copy[i])
for i in range(len(threads)):
threads[i].start()
active_threads.append(threads[i])
counter += 1
if counter == self.__request_limit:
time.sleep(request_buffer)
counter = 0
for k in active_threads:
k.join()
if len(self.__failed_list) != 0: self.__regenerate(request_buffer)
return
def generate(self, prompt_prefix='', request_buffer=5):
threads = []
active_threads = []
counter = 0
for i in range(len(self.__dir_list)):
curr_dir = str(self.__dir_list[i]).split('\\textures\\')[1]
files = self.__file_searcher.gen_file_list(self.__dir_list[i])
prompts = self.__file_searcher.gen_usable_names(files)
for k in range(len(prompts)):
new_thread = Thread(target = self.__ai_generation, args = (prompts[k], curr_dir, prompt_prefix))
threads.append(new_thread)
print(f'Estimated time: {(request_buffer*len(threads))//60//60} hours, {(request_buffer*len(threads))//60-((request_buffer*len(threads))//60//60)*60} minutes, {(request_buffer*len(threads))-((request_buffer*len(threads)//60)*60)} seconds')
start_time = time.time()
for i in range(len(threads)):
threads[i].start()
time.sleep(request_buffer)
active_threads.append(threads[i])
counter += 1
if counter == self.__request_limit or i == len(threads) - 1:
for k in active_threads:
k.join()
counter = 0
if len(self.__failed_list) != 0: self.__regenerate(request_buffer)
end_time = time.time()
time_taken = end_time-start_time
print(f'Generation took {time_taken//60} minutes, {time_taken-((time_taken//60)*60)}')
return
def set_request_limit(self, new_limit):
self.__request_limit = new_limit
def set_output_dir(self, new_dir):
self.__output_dir = new_dir
class PackDecorator:
def __init__(self, path):
self.__path = path
self.__file_searcher = FileSearcher(path)
self.__dir_list = self.__file_searcher.gen_dir_list()
self.__file_list = []
for i in self.__dir_list:
file_list = self.__file_searcher.gen_file_list(i)
for k in file_list:
self.__file_list.append(k)
self.__gen = Craiyon()
def gen_pack_files(self, desc, version, prefix=''):
with open(self.__path / 'pack.mcmeta', 'w') as pack_mcmeta:
pack_mcmeta.write(f'{{"pack": {{"pack_format": {version},"description": {desc}}}}}')
self.__ai_generation('pack.png', prefix)
return
def __resize_image(self, dir, name, size):
with Image.open(Path(dir / name)) as img:
resized_img = img.resize((size, size))
resized_img.save(Path(dir / name))
return
def resize_images(self, size):
threads = []
active_threads = []
for i in self.__dir_list:
for k in i.glob('*.png'):
new_thread = Thread(target = self.__resize_image, args = (i, k.name, size))
threads.append(new_thread)
for i in threads:
i.start()
active_threads.append(i)
for i in active_threads:
i.join()
print('finished')
def __save_image(self, generated_images, file_name):
with open(self.__path / f'{file_name}', 'wb') as f:
f.write(base64.decodebytes(generated_images.images[randint(0, 8)].encode('utf-8')))
def __ai_generation(self, prompt, prefix=''):
print(f'Generating {prefix}{prompt}')
try:
ai_res = self.__gen.generate(prefix + prompt)
except:
self.__ai_generation(prefix + prompt)
return
self.__save_image(ai_res, prompt)
print(f"Finished generating: {prompt}.")