# Imports
import ctypes
import sys
import os
import vapoursynth as vs
# using Vapoursynth R79
# getting Vapoursynth core
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")
# loading plugins
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SharpenFilter/AWarpSharp2/libawarpsharp2.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/znedi3.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/fmtconv.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/zsmooth/zsmooth.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/mvutensils/mvutensils.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/vszip/vszip.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/akarin/libakarin.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/tivtc.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/Vapoursynth/Lib/site-packages/vapoursynth/plugins2/composite.dll")
core.std.LoadPlugin(path="F:/Hybrid/64bit/vsfilters/SourceFilter/LSmashSource/LSMASHSource.dll")
# Import scripts
import dehalo
import qtgmc
import nnedi3_resample
import smdegrain
import SpotLess
import color
import validate
# Source: 'C:\Users\Selur\Desktop\Communion- Side One unprocessed sample.avi'
# clip current meta; color space: YUV422P8, bit depth: 8, resolution: 720x480, fps: 29.97, color matrix: 470bg, color primaries: Unspecific, color transfer: Unspecified, yuv luminance scale: limited, scanorder: field-shifted, full height: true (Source)
# Loading 'C:\Users\Selur\Desktop\Communion- Side One unprocessed sample.avi' using LWLibavSource
clip = core.lsmas.LWLibavSource(source="C:/Users/Selur/Desktop/Communion- Side One unprocessed sample.avi", format="YUV422P8", stream_index=0, cache=0, prefer_hw=0)
frame = clip.get_frame(0)
# setting color matrix to 470bg.
clip = core.std.SetFrameProps(clip, _Matrix=vs.MATRIX_BT470_BG)
# setting color transfer (vs.TRANSFER_BT601), if it is not set.
if validate.transferIsInvalid(clip):
  clip = core.std.SetFrameProps(clip=clip, _Transfer=vs.TRANSFER_BT601)
# setting color primaries info (to vs.PRIMARIES_BT470_BG), if it is not set.
if validate.primariesIsInvalid(clip):
  clip = core.std.SetFrameProps(clip=clip, _Primaries=vs.PRIMARIES_BT470_BG)
# setting color range to TV (limited) range.
prop_name = '_Range' if core.core_version.release_major >= 74 else '_ColorRange'
clip = core.std.SetFrameProps(clip=clip, **{prop_name: vs.RANGE_LIMITED})
# making sure frame rate is set to 29.97fps
clip = core.std.AssumeFPS(clip=clip, fpsnum=30000, fpsden=1001)
# making sure the detected scan type is set (detected: field-shifted)
clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_TOP) # scan type: top field first
# restoration using Composite
clip = core.composite.Restore(clip, standard="ntsc")

# Field matching using TFM
clip = core.tivtc.TFM(clip)
# Making sure content is perceived as frame based
clip = core.std.SetFrameProps(clip=clip, _FieldBased=vs.FIELD_PROGRESSIVE) # scan type: progressive
# adjusting dynamic luma range usingAutoGain
clip = color.AutoGain(clip, tools={'expr': 'akarin', 'planestats': 'vszip', 'scd': 'std'})
# Spot removal using SpotLess
clip = SpotLess.SpotLess(clip, radT=2, asearch=4, pel=1, mStart=True, mEnd=True, tools={'mv': 'mvutensils', 'expr': 'akarin', 'tmedian': 'zsmooth', 'ttempsmooth': 'zsmooth', 'boxblur': 'std', 'hysteresis': 'hysteresis'})
clip = core.std.Crop(clip, left=0, right=12, top=102, bottom=108) # cropping to 708x270
# removing grain using SMDegrain
clip = smdegrain.SMDegrain(clip, tr=3, thSAD=600, thSADC=356, RefineMotion=False, contrasharp=50, interlaced=False, tools={'mv': 'mvutensils', 'expr': 'akarin', 'nnedi3': 'znedi3', 'dfttest': 'dfttest', 'nlmeans': 'nlm_ispc', 'bm3d': 'bm3d', 'rg': 'zsmooth', 'median': 'zsmooth', 'boxblur': 'std', 'scd': 'std'})
clip = core.std.AddBorders(clip=clip, left=0, right=0, top=0, bottom=2) # add borders to archive mod 4 (vsQTGMCFilter) - 708x272
# Denoising using QTGMC
clip = qtgmc.QTGMC(clip, Preset="Fast", InputType=2, TR2=1, TFF=False, SourceMatch=0, Lossless=0, tools={'mv': 'mvutensils', 'expr': 'akarin', 'nnedi3': 'znedi3', 'eedi3': 'vszip', 'dfttest': 'dfttest', 'nlmeans': 'nlm_ispc', 'bm3d': 'bm3d', 'rg': 'zsmooth', 'median': 'zsmooth', 'fft3d': 'neo_fft3d', 'grain': 'noise'})
clip = core.std.Crop(clip=clip, left=0, right=0, top=0, bottom=2) # removing added borders from mod requirement (vsQTGMCFilter) -  708x270
# applying dehalo using YAHR
for i in range(0,3):
  clip = dehalo.YAHR(clip, depth=24, tools={'expr': 'akarin', 'warp': 'warp', 'rg': 'zsmooth', 'median': 'zsmooth'})
# adjusting output color from YUV444P16 to YUV420P10 for NVEncModel
clip = core.resize.Bicubic(clip=clip, format=vs.YUV420P10, dither_type="error_diffusion")
# set output frame rate to 29.97fps (progressive)
clip = core.std.AssumeFPS(clip=clip, fpsnum=30000, fpsden=1001)
# output
clip.set_output()
# clip current meta; color space: YUV420P10, bit depth: 10, resolution: 708x270, fps: 29.97, color matrix: 470bg, color primaries: Unspecific, color transfer: Unspecified, yuv luminance scale: limited, scanorder: progressive, full height: true (Meta)
# script was created by Hybrid 2026.10.02.1