# Imports
import vapoursynth as vs
# getting Vapoursynth core
import site
import ctypes
import sys
import os
core = vs.core
# Import scripts folder
scriptPath = 'F:/Hybrid/64bit/vsscripts'
sys.path.insert(0, os.path.abspath(scriptPath))
# Loading Support Files
Dllref = ctypes.windll.LoadLibrary("F:/Hybrid/64bit/vsfilters/Support/libfftw3f-3.dll")
# Adding torch dependencies to PATH
path = site.getsitepackages()[0]+'/torch_dependencies/bin/'
ctypes.windll.kernel32.SetDllDirectoryW(path)
path = path.replace('\\', '/')
os.environ["PATH"] = path + os.pathsep + os.environ["PATH"]
# Loading Plugins
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SharpenFilter/CAS/CAS.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/GrainFilter/RemoveGrain/RemoveGrainVS.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/GrainFilter/AddGrain/AddGrain.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/DFTTest/DFTTest.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/NEO_FFT3DFilter/neo-fft3d.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/EEDI3m_opencl.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/ResizeFilter/nnedi3/NNEDI3CL.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/libmvtools.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/scenechange.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/fmtconv.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/MiscFilter/MiscFilters/MiscFilters.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DeinterlaceFilter/Bwdif/Bwdif.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SourceFilter/DGDecNV/DGDecodeNV.dll")
# Import scripts
import edi_rpow2
import masked
import havsfunc
# source: 'C:\Users\Selur\Desktop\Yanni - Tribute (1997 DVD-9 720 x480)__00012.mkv'
# current color space: YUV420P8, bit depth: 8, resolution: 720x480, fps: 29.97, color matrix: 470bg, yuv luminance scale: limited, scanorder: top field first
# Loading C:\Users\Selur\Desktop\Yanni - Tribute (1997 DVD-9 720 x480)__00012.mkv using DGSource
clip = core.dgdecodenv.DGSource("J:/tmp/mkv_d603b0d1a8552802aa433b7391d38442_853323747.dgi",fieldop=0)# 29.97 fps, scanorder: top field first
# Setting detected color matrix (470bg).
clip = core.std.SetFrameProps(clip, _Matrix=5)
# Setting color transfer info (470bg), when it is not set
clip = clip if not core.text.FrameProps(clip,'_Transfer') else core.std.SetFrameProps(clip, _Transfer=5)
# Setting color primaries info (), when it is not set
clip = clip if not core.text.FrameProps(clip,'_Primaries') else core.std.SetFrameProps(clip, _Primaries=5)
# Setting color range to TV (limited) range.
clip = core.std.SetFrameProp(clip=clip, prop="_ColorRange", intval=1)
# making sure frame rate is set to 29.97
clip = core.std.AssumeFPS(clip=clip, fpsnum=30000, fpsden=1001)
clip = core.std.SetFrameProp(clip=clip, prop="_FieldBased", intval=2) # tff
# Deinterlacing using QTGMC
clip = havsfunc.QTGMC(Input=clip, Preset="Faster", TFF=True, opencl=True) # new fps: 59.94
# Making sure content is preceived as frame based
clip = core.std.SetFrameProp(clip=clip, prop="_FieldBased", intval=0) # progressive
clip = core.std.CropRel(clip=clip, left=12, right=6, top=0, bottom=0)# cropping to 702x480
# changing range from limited to full range
clip = core.resize.Bicubic(clip, range_in_s="limited", range_s="full")
# Setting color range to PC (full) range.
clip = core.std.SetFrameProp(clip=clip, prop="_ColorRange", intval=0)
# adjusting color space from YUV420P8 to RGB24 for vsCodeFormer
clip = core.resize.Bicubic(clip=clip, format=vs.RGB24, matrix_in_s="470bg", range_s="full")
# Blind Face Restoration using CodeFormer
from vscodeformer import codeformer as CodeFormer
clip = CodeFormer(clip=clip, upscale=1, weight=1.000) # 702x480
# changing range from full to limited range
clip = core.resize.Bicubic(clip, range_in_s="full", range_s="limited")
from vsdpir import dpir as DPIR
## Starting applying 'limit' masked filtering for vsDPIRDenoise
clipMask = clip
clipMask = core.resize.Bicubic(clip=clipMask, format=vs.RGBH, range_s="full")
clipMask = core.resize.Bicubic(clip=clipMask, format=vs.GRAY16, matrix_s="470bg", range_s="full")
clipMask = core.std.BinarizeMask(clipMask, 20480)
clipMask = core.std.InvertMask(clipMask)
clipFiltered = clip
# adjusting color space from RGB24 to RGBH for vsDPIRDenoise
clipFiltered = core.resize.Bicubic(clip=clipFiltered, format=vs.RGBH, range_s="full")
# denoising using DPIRDenoise
clipFiltered = DPIR(clip=clipFiltered, strength=15.000, task="denoise", device_index=0)
clipFiltered = core.resize.Bicubic(clip=clipFiltered, format=vs.RGBS, range_s="full")
clip = core.resize.Bicubic(clip=clip, format=vs.RGBS, range_s="full")
clipMask = core.resize.Bicubic(clip=clipMask, format=vs.GRAYS, range_s="full")
clip = core.std.MaskedMerge(clip, clipFiltered, clipMask) # LimitMask
## Finished applying 'LimitMask' masked filtering for vsDPIRDenoise
# contrast sharpening using CAS
clip = core.cas.CAS(clip=clip, sharpness=0.600)
clip = core.std.AddBorders(clip=clip, left=0, right=2, top=0, bottom=0) # add borders to archive mod 4 (NNEDI3(CL)) - 704x480
# resizing using NNEDI3CL
# current: 704x480 target: 1920x1478 -> pow: 4
clip = edi_rpow2.nnedi3cl_rpow2(clip=clip, rfactor=4) # 2816x1920
clip = core.std.CropRel(clip=clip, left=0, right=8, top=0, bottom=0) # removing borders (NNEDI3(CL)) -  2808x1920
# adjusting resizing
clip = core.fmtc.resample(clip=clip, w=1920, h=1478, kernel="spline64", interlaced=False, interlacedd=False)
# adjusting output color from: RGBS to YUV420P10 for NVEncModel
clip = core.resize.Bicubic(clip=clip, format=vs.YUV420P10, matrix_s="470bg", range_s="full", dither_type="error_diffusion")
# set output frame rate to 59.94fps (progressive)
clip = core.std.AssumeFPS(clip=clip, fpsnum=60000, fpsden=1001)
# Output
clip.set_output()