196 lines
13 KiB
Python
196 lines
13 KiB
Python
import sys, os, shutil
|
|
import traceback
|
|
deforum_folder_name = os.path.sep.join(os.path.abspath(__file__).split(os.path.sep)[:-3])
|
|
|
|
basedirs = [os.getcwd()]
|
|
|
|
import deforum_helpers.args as deforum_args
|
|
import deforum_helpers.settings as deforum_settings
|
|
from deforum_helpers.save_images import dump_frames_cache, reset_frames_cache
|
|
from deforum_helpers.frame_interpolation import process_video_interpolation
|
|
from deforum_helpers.general_utils import get_deforum_version
|
|
from deforum_helpers.upscaling import make_upscale_v2
|
|
import gradio as gr
|
|
import sys, os, shutil
|
|
from modules.processing import Processed, StableDiffusionProcessingImg2Img, process_images
|
|
from PIL import Image
|
|
from deforum_helpers.video_audio_utilities import ffmpeg_stitch_video, make_gifski_gif, handle_imgs_deletion, find_ffmpeg_binary, get_ffmpeg_params
|
|
import gc
|
|
import torch
|
|
import modules.shared as shared
|
|
from modules.ui import plaintext_to_html
|
|
|
|
def run_deforum(*args, **kwargs):
|
|
f_location, f_crf, f_preset = get_ffmpeg_params() # get params for ffmpeg exec
|
|
component_names = deforum_args.get_component_names()
|
|
args_dict = {component_names[i]: args[i+2] for i in range(0, len(component_names))}
|
|
p = StableDiffusionProcessingImg2Img(
|
|
sd_model=shared.sd_model,
|
|
outpath_samples = shared.opts.outdir_samples or shared.opts.outdir_img2img_samples,
|
|
outpath_grids = shared.opts.outdir_grids or shared.opts.outdir_img2img_grids
|
|
) #we'll setup the rest later
|
|
|
|
times_to_run = 1
|
|
if args_dict['custom_settings_file'] is not None and len(args_dict['custom_settings_file']) > 1:
|
|
times_to_run = len(args_dict['custom_settings_file'])
|
|
|
|
for i in range(times_to_run):
|
|
print(f"\033[4;33mDeforum extension for auto1111 webui, v2.4b\033[0m")
|
|
print(f"Git commit: {get_deforum_version()}")
|
|
args_dict['self'] = None
|
|
args_dict['p'] = p
|
|
try:
|
|
args_loaded_ok, root, args, anim_args, video_args, parseq_args, loop_args, controlnet_args = deforum_args.process_args(args_dict, i)
|
|
except Exception as e:
|
|
print("\n*START OF TRACEBACK*")
|
|
traceback.print_exc()
|
|
print("*END OF TRACEBACK*\n")
|
|
print("User friendly error message:")
|
|
print(f"Error: {e}. Check your prompts with a JSON validator please.")
|
|
return None, None, None, None, f"Error: '{e}'. Check your prompts with a JSON validator please. Full error message is in your terminal/ cli.", plaintext_to_html('')
|
|
if args_loaded_ok is False:
|
|
if times_to_run > 1:
|
|
print(f"\033[31mWARNING:\033[0m skipped running from the following setting file, as it contains an invalid JSON: {os.path.basename(args_dict['custom_settings_file'][i].name)}")
|
|
continue
|
|
else:
|
|
print(f"\033[31mERROR!\033[0m Couldn't load data from '{os.path.basename(args_dict['custom_settings_file'][i].name)}'. Make sure it's a valid JSON using a JSON validator")
|
|
return None, None, None, None, f"Couldn't load data from '{os.path.basename(args_dict['custom_settings_file'][i].name)}'. Make sure it's a valid JSON using a JSON validator", plaintext_to_html('')
|
|
|
|
root.clipseg_model = None
|
|
|
|
root.initial_clipskip = shared.opts.data.get("CLIP_stop_at_last_layers", 1)
|
|
root.initial_img2img_fix_steps = shared.opts.data.get("img2img_fix_steps", False)
|
|
root.initial_noise_multiplier = shared.opts.data.get("initial_noise_multiplier", 1.0)
|
|
root.initial_ddim_eta = shared.opts.data.get("eta_ddim", 0.0)
|
|
root.initial_ancestral_eta = shared.opts.data.get("eta_ancestral", 1.0)
|
|
|
|
# clean up unused memory
|
|
reset_frames_cache(root)
|
|
gc.collect()
|
|
torch.cuda.empty_cache()
|
|
|
|
# Import them *here* or we add 3 seconds to initial webui launch-time. user doesn't feel it when we import inside the func:
|
|
from deforum_helpers.render import render_animation
|
|
from deforum_helpers.render_modes import render_input_video, render_animation_with_video_mask, render_interpolation
|
|
|
|
tqdm_backup = shared.total_tqdm
|
|
shared.total_tqdm = deforum_settings.DeforumTQDM(args, anim_args, parseq_args, video_args)
|
|
try: # dispatch to appropriate renderer
|
|
if anim_args.animation_mode == '2D' or anim_args.animation_mode == '3D':
|
|
if anim_args.use_mask_video:
|
|
render_animation_with_video_mask(args, anim_args, video_args, parseq_args, loop_args, controlnet_args, root.animation_prompts, root) # allow mask video without an input video
|
|
else:
|
|
render_animation(args, anim_args, video_args, parseq_args, loop_args, controlnet_args, root.animation_prompts, root)
|
|
elif anim_args.animation_mode == 'Video Input':
|
|
render_input_video(args, anim_args, video_args, parseq_args, loop_args, controlnet_args, root.animation_prompts, root)#TODO: prettify code
|
|
elif anim_args.animation_mode == 'Interpolation':
|
|
render_interpolation(args, anim_args, video_args, parseq_args, loop_args, controlnet_args, root.animation_prompts, root)
|
|
else:
|
|
print('Other modes are not available yet!')
|
|
except Exception as e:
|
|
print("\n*START OF TRACEBACK*")
|
|
traceback.print_exc()
|
|
print("*END OF TRACEBACK*\n")
|
|
print("User friendly error message:")
|
|
print(f"Error: {e}. Check your schedules/ init values please. Also make sure you don't have a backwards slash in any of your PATHs - use / instead of \\.")
|
|
return None, None, None, None, f"Error: '{e}'. Check your schedules/ init values please. Also make sure you don't have a backwards slash in any of your PATHs - use / instead of \\. Full error message is in your terminal/ cli.", plaintext_to_html('')
|
|
finally:
|
|
shared.total_tqdm = tqdm_backup
|
|
# reset shared.opts.data vals to what they were before we started the animation. Else they will stick to the last value - it actually updates webui settings (config.json)
|
|
shared.opts.data["CLIP_stop_at_last_layers"] = root.initial_clipskip
|
|
shared.opts.data["img2img_fix_steps"] = root.initial_img2img_fix_steps
|
|
shared.opts.data["initial_noise_multiplier"] = root.initial_noise_multiplier
|
|
shared.opts.data["eta_ddim"] = root.initial_ddim_eta
|
|
shared.opts.data["eta_ancestral"] = root.initial_ancestral_eta
|
|
|
|
|
|
|
|
if video_args.store_frames_in_ram:
|
|
dump_frames_cache(root)
|
|
|
|
from base64 import b64encode
|
|
|
|
real_audio_track = None
|
|
if video_args.add_soundtrack != 'None':
|
|
real_audio_track = anim_args.video_init_path if video_args.add_soundtrack == 'Init Video' else video_args.soundtrack_path
|
|
|
|
# Establish path of subtitles file
|
|
if shared.opts.data.get("deforum_save_gen_info_as_srt", False) and shared.opts.data.get("deforum_embed_srt", False):
|
|
srt_path = os.path.join(args.outdir, f"{args.timestring}.srt")
|
|
else:
|
|
srt_path = None
|
|
|
|
# Delete folder with duplicated imgs from OS temp folder
|
|
shutil.rmtree(root.tmp_deforum_run_duplicated_folder, ignore_errors=True)
|
|
|
|
# Decide whether or not we need to try and frame interpolate laters
|
|
need_to_frame_interpolate = False
|
|
if video_args.frame_interpolation_engine != "None" and not video_args.skip_video_creation and not video_args.store_frames_in_ram:
|
|
need_to_frame_interpolate = True
|
|
|
|
if video_args.skip_video_creation:
|
|
print("\nSkipping video creation, uncheck 'Skip video creation' in 'Output' tab if you want to get a video too :)")
|
|
else:
|
|
import subprocess # DO WE USE IT?
|
|
|
|
image_path = os.path.join(args.outdir, f"{args.timestring}_%09d.png")
|
|
mp4_path = os.path.join(args.outdir, f"{args.timestring}.mp4")
|
|
max_video_frames = anim_args.max_frames
|
|
|
|
# Stitch video using ffmpeg!
|
|
try:
|
|
f_location, f_crf, f_preset = get_ffmpeg_params() # get params for ffmpeg exec
|
|
ffmpeg_stitch_video(ffmpeg_location=f_location, fps=video_args.fps, outmp4_path=mp4_path, stitch_from_frame=0, stitch_to_frame=max_video_frames, imgs_path=image_path, add_soundtrack=video_args.add_soundtrack, audio_path=real_audio_track, crf=f_crf, preset=f_preset, srt_path=srt_path)
|
|
mp4 = open(mp4_path,'rb').read()
|
|
data_url = "data:video/mp4;base64," + b64encode(mp4).decode()
|
|
deforum_args.i1_store = f'<p style=\"font-weight:bold;margin-bottom:0em\">Deforum extension for auto1111 — version 2.2b </p><video controls loop><source src="{data_url}" type="video/mp4"></video>'
|
|
except Exception as e:
|
|
if need_to_frame_interpolate:
|
|
print(f"FFMPEG DID NOT STITCH ANY VIDEO. However, you requested to frame interpolate - so we will continue to frame interpolation, but you'll be left only with the interpolated frames and not a video, since ffmpeg couldn't run. Original ffmpeg error: {e}")
|
|
else:
|
|
print(f"** FFMPEG DID NOT STITCH ANY VIDEO ** Error: {e}")
|
|
pass
|
|
|
|
if root.initial_info is None:
|
|
root.initial_info = "An error has occured and nothing has been generated!"
|
|
root.initial_info += "\nPlease, report the bug to https://github.com/deforum-art/deforum-for-automatic1111-webui/issues"
|
|
a = np.random.rand(args.W, args.H, 3)*255
|
|
root.first_frame = Image.fromarray(a.astype('uint8')).convert('RGB')
|
|
root.initial_seed = 6934
|
|
# FRAME INTERPOLATION TIME
|
|
if need_to_frame_interpolate:
|
|
print(f"Got a request to *frame interpolate* using {video_args.frame_interpolation_engine}")
|
|
process_video_interpolation(frame_interpolation_engine=video_args.frame_interpolation_engine, frame_interpolation_x_amount=video_args.frame_interpolation_x_amount,frame_interpolation_slow_mo_enabled=video_args.frame_interpolation_slow_mo_enabled, frame_interpolation_slow_mo_amount=video_args.frame_interpolation_slow_mo_amount, orig_vid_fps=video_args.fps, deforum_models_path=root.models_path, real_audio_track=real_audio_track, raw_output_imgs_path=args.outdir, img_batch_id=args.timestring, ffmpeg_location=f_location, ffmpeg_crf=f_crf, ffmpeg_preset=f_preset, keep_interp_imgs=video_args.frame_interpolation_keep_imgs, orig_vid_name=None, resolution=None, srt_path=srt_path)
|
|
|
|
if video_args.make_gif and not video_args.skip_video_creation and not video_args.store_frames_in_ram:
|
|
make_gifski_gif(imgs_raw_path = args.outdir, imgs_batch_id = args.timestring, fps = video_args.fps, models_folder = root.models_path, current_user_os = root.current_user_os)
|
|
|
|
# Upscale video once generation is done:
|
|
if video_args.r_upscale_video and not video_args.skip_video_creation and not video_args.store_frames_in_ram:
|
|
# out mp4 path is defined in make_upscale func
|
|
make_upscale_v2(upscale_factor = video_args.r_upscale_factor, upscale_model = video_args.r_upscale_model, keep_imgs = video_args.r_upscale_keep_imgs, imgs_raw_path = args.outdir, imgs_batch_id = args.timestring, fps = video_args.fps, deforum_models_path = root.models_path, current_user_os = root.current_user_os, ffmpeg_location=f_location, stitch_from_frame=0, stitch_to_frame=max_video_frames, ffmpeg_crf=f_crf, ffmpeg_preset=f_preset, add_soundtrack = video_args.add_soundtrack ,audio_path=real_audio_track, srt_path=srt_path)
|
|
|
|
if video_args.delete_imgs and not video_args.skip_video_creation:
|
|
handle_imgs_deletion(vid_path=mp4_path, imgs_folder_path=args.outdir, batch_id=args.timestring)
|
|
|
|
root.initial_info += "\n The animation is stored in " + args.outdir
|
|
reset_frames_cache(root) # cleanup the RAM in any case
|
|
processed = Processed(p, [root.first_frame], root.initial_seed, root.initial_info)
|
|
|
|
if processed is None:
|
|
processed = process_images(p)
|
|
|
|
shared.total_tqdm.clear()
|
|
|
|
generation_info_js = processed.js()
|
|
if getattr(shared.opts, 'samples_log_stdout', False):
|
|
print(generation_info_js)
|
|
|
|
if shared.opts.do_not_show_images:
|
|
processed.images = []
|
|
|
|
if shared.opts.data.get("deforum_enable_persistent_settings"):
|
|
persistent_sett_path = shared.opts.data.get("deforum_persistent_settings_path")
|
|
deforum_settings.save_settings_from_animation_run(args, anim_args, parseq_args, loop_args, controlnet_args, video_args, root, persistent_sett_path)
|
|
|
|
return processed.images, args.timestring, generation_info_js, plaintext_to_html(processed.info), plaintext_to_html('') |