import os import subprocess import multiprocessing import time import sys class SpecialScaler: def __init__(self): self.os_type = sys.platform self.command = "" self.tmppath = "" self.videometa = {} def superScaler ( self, tmppath, threads, quality_setting, os_platform, model ): print( '\n\n==> Preparing to upscale videos <==\n\n==> You will see a lot of numbers flying by showing the progress of the upscaling of each individual image.\n==> This process might take a long time, depending on the length of the video.\n\n') time.sleep( 2 ); try: os.mkdir( f'{tmppath}sc' ) except FileExistsError: pass if ( os_platform == 'win32' ): self.command = f'realesrgan-ncnn-vulkan -i {tmppath} -o {tmppath}sc -s {quality_setting} -j {threads}:{threads}:{threads} -n {model}' elif ( os_platform == 'linux' ): self.command = f'wine ./bin/lib/realesrgan-ncnn-vulkan.exe -i {tmppath} -o {tmppath}sc -s {quality_setting} -j {threads}:{threads}:{threads} -n {model}' os.system( self.command ); def specialSuperScaler ( self, tmppath, threads, quality_setting, model ): self.fileList = os.listdir( tmppath ) self.fileList.pop( 0 ) self.fileList.sort() if ( threads > multiprocessing.cpu_count() * 2 ): self.threads = multiprocessing.cpu_count() * 2; else: self.threads = threads self.fileCount = len( self.fileList ) // self.threads self.spareFiles = len( self.fileList ) % self.threads self.cmdList = []; for t in range( threads ): try: os.mkdir( f'{tmppath}{t}' ) except FileExistsError: pass self.base = t * self.fileCount; if ( self.os_type == 'win32' ): for j in range( self.fileCount ): os.rename( f'{tmppath}{self.fileList[ self.base + j ] }', f'{tmppath}{ t }\\{self.fileList[ self.base + j ] }' ) elif ( self.os_type == 'linux' ): for j in range( self.fileCount ): os.rename( f'{tmppath}{self.fileList[ self.base + j ] }', f'{tmppath}{ t }/{self.fileList[ self.base + j ] }' ) self.cmdList.append( ( tmppath, t, quality_setting, model, self.os_type ) ) try: os.mkdir( f'{tmppath}{self.threads + 1}' ) except FileExistsError: pass if ( self.os_type == 'win32' ): for k in range( self.spareFiles ): os.rename( f'{tmppath}{self.fileList[ self.threads * self.fileCount + k ] }', f'{tmppath}{ t }\\{self.fileList[ self.threads * self.fileCount + k ] }' ) elif ( self.os_type == 'linux' ): for k in range( self.spareFiles ): os.rename( f'{tmppath}{self.fileList[ self.threads * self.fileCount + k ] }', f'{tmppath}{ self.threads + 1 }/{self.fileList[ self.threads * self.fileCount + k ] }' ) try: os.mkdir( f'{tmppath}sc' ) except FileExistsError: pass self.pool_ss = multiprocessing.Pool( self.threads ) self.pool_ss.starmap( specialScalerEngine, self.cmdList ); self.pool_ss.close(); self.pool_ss.join(); specialScalerEngine( tmppath, t, quality_setting, model, self.os_type ) def specialScalerEngine ( tmppath, tNumber, quality_setting, model, os_type ): if ( os_type == 'win32' ): command = f'realesrgan-ncnn-vulkan -i {tmppath}{tNumber} -o {tmppath}sc -s {quality_setting} -n {model}' elif ( os_type == 'linux' ): command = f'wine ./bin/lib/realesrgan-ncnn-vulkan.exe -i {tmppath}{tNumber} -o {tmppath}sc -s {quality_setting} -n {model}' sub = subprocess.Popen( command, shell=True ); sub.wait();