# 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/FrameFilter/ReduceFlicker/ReduceFlicker.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SharpenFilter/AWarpSharp2/libawarpsharp2.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/CTMF/CTMF.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/Support/libtemporalmedian.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/DenoiseFilter/CCD/ccd.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/LSmashSource/vslsmashsource.dll")
# Import scripts
import SpotLess
import chromashift
import havsfunc
# source: 'C:\Users\Selur\Desktop\Go Fishing.avi'
# current color space: YUV422P8, bit depth: 8, resolution: 720x576, fps: 25, scanorder: top field first, yuv luminance scale: limited, matrix: 470bg
# Loading C:\Users\Selur\Desktop\Go Fishing.avi using LWLibavSource
clip = core.lsmas.LWLibavSource(source="C:/Users/Selur/Desktop/Go Fishing.avi", format="YUV422P8", stream_index=0, cache=0, prefer_hw=0)
frame = clip.get_frame(0)
# Setting detected color matrix (470bg).
clip = core.std.SetFrameProps(clip, _Matrix=5)
# Setting color transfer (170), if it is not set.
if '_Transfer' not in frame.props or not frame.props['_Transfer']:
  clip = core.std.SetFrameProps(clip, _Transfer=6)
# Setting color primaries info (to 470), if it is not set.
if '_Primaries' not in frame.props or not frame.props['_Primaries']:
  clip = 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 25
clip = core.std.AssumeFPS(clip=clip, fpsnum=25, fpsden=1)
clip = core.std.SetFrameProp(clip=clip, prop="_FieldBased", intval=2) # tff
# Deinterlacing using QTGMC
clip = havsfunc.QTGMC(Input=clip, Preset="Fast", TFF=False, opencl=True) # new fps: 50
# Making sure content is preceived as frame based
clip = core.std.SetFrameProp(clip=clip, prop="_FieldBased", intval=0) # progressive
# Chroma adjustment using ChromaShiftSP
clip = chromashift.ChromaShiftSP(clip=clip, Y=2.00)
# adjusting color space from YUV422P8 to RGBS for vsCCD
clip = core.resize.Bicubic(clip=clip, format=vs.RGBS, matrix_in_s="470bg", range_s="limited")
# chroma denoising using CCD
clip = core.ccd.CCD(clip=clip, threshold=15.00)
from vsdpir import dpir as DPIR
# adjusting color space from RGBS to RGBH for vsDPIRDeblock
clip = core.resize.Bicubic(clip=clip, format=vs.RGBH, range_s="limited", dither_type="error_diffusion")
# deblocking using DPIRDeblock
clip = DPIR(clip=clip, strength=25.000, task="deblock", device_index=0)
clip = core.std.CropRel(clip=clip, left=12, right=12, top=2, bottom=0)# cropping to 696x574
# adjusting color space from RGBH to YUV444P16 for vsBalanceBorders
clip = core.resize.Bicubic(clip=clip, format=vs.YUV444P16, matrix_s="470bg", range_s="limited")
# Fix bright and dark line artifacts near the border of an image using BalanceBorders
clip = havsfunc.bbmod(c=clip,cLeft=4,cTop=6,cRight=4,cBottom=0,thresh=355)
# 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 YUV444P16 to RGB24 for vsCodeFormer
clip = core.resize.Bicubic(clip=clip, format=vs.RGB24, matrix_in_s="470bg", range_s="full", dither_type="error_diffusion")
# Blind Face Restoration using CodeFormer
# Using background resizer FeMaSR(2x)
clipBG = clip
from vsfemasr import femasr as FeMaSR
clipBG = core.std.AddBorders(clip=clipBG, left=0, right=0, top=0, bottom=2) # add borders to archive mod 4 (vsFeMaSR) - 696x576
# adjusting color space from RGB24 to RGBS for vsFeMaSR
clipBG = core.resize.Bicubic(clip=clipBG, format=vs.RGBS, range_s="full")
# Step 1: current: 696x576, target: 1392x1148
# resizing using FeMaSR
clipBG = FeMaSR(clip=clipBG, device_index=0) # 1392x1152
# resizing 1392x1152 to 1392x1148
clipBG = core.std.CropRel(clip=clipBG, left=0, right=0, top=0, bottom=4) # removing borders (vsFeMaSR) -  1392x1148
# adjusting resizing
clipBG = core.fmtc.resample(clip=clipBG, w=1392, h=1148, kernel="spline64", interlaced=False, interlacedd=False)
clipBG = core.resize.Bicubic(clip=clipBG, format=vs.RGB24, range_s="full", dither_type="error_diffusion")
from vscodeformer import codeformer as CodeFormer
clip = CodeFormer(clip=clip, upscale=2, weight=1.000, bg_clip=clipBG) # 1392x1148
# Undo internal upscaling of CodeFormer using Bicubic
clip = core.resize.Bicubic(clip, width=696, height=574) # 696x574
# changing range from full to limited range
clip = core.resize.Bicubic(clip, range_in_s="full", range_s="limited")
# adjusting color space from RGB24 to YUV444P16 for vsSpotLess
clip = core.resize.Bicubic(clip=clip, format=vs.YUV444P16, matrix_s="470bg", range_s="limited")
# Spot removal using SpotLess
clip = SpotLess.SpotLess(clip=clip, radT=3, pel=1)
# applying dehalo using YAHR
clip = havsfunc.YAHR(clip)
# removing flickering using ReduceFlicker
clip = core.rdfl.ReduceFlicker(clip=clip, strength=3, aggressive=1)
# adjusting output color from: YUV444P16 to YUV420P10 for NVEncModel
clip = core.resize.Bicubic(clip=clip, format=vs.YUV420P10, range_s="limited", dither_type="error_diffusion")
# set output frame rate to 50fps (progressive)
clip = core.std.AssumeFPS(clip=clip, fpsnum=50, fpsden=1)
# Output
clip.set_output()