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sd-webui-deforum
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sd-webui-deforum/scripts/deforum.py

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# Detach 'deforum_helpers' from 'scripts' to prevent "No module named 'scripts.deforum_helpers'" error
# causing Deforum's tab not show up in some cases when you've might've broken the environment with webui packages updates
import sys, os
basedirs = [os.getcwd()]
if 'google.colab' in sys.modules:
basedirs.append('/content/gdrive/MyDrive/sd/stable-diffusion-webui') #hardcode as TheLastBen's colab seems to be the primal source
for basedir in basedirs:
deforum_paths_to_ensure = [basedir + '/extensions/deforum-for-automatic1111-webui/scripts', basedir + '/extensions/deforum/scripts', basedir + '/scripts/deforum_helpers/src', basedir + '/extensions/deforum/scripts/deforum_helpers/src', basedir +'/extensions/deforum-for-automatic1111-webui/scripts/deforum_helpers/src',basedir]# + '/scripts/deforum_helpers/src/rife']
for deforum_scripts_path_fix in deforum_paths_to_ensure:
if not deforum_scripts_path_fix in sys.path:
sys.path.extend([deforum_scripts_path_fix])
# Main deforum stuff
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
import modules.scripts as wscripts
from modules import script_callbacks
import gradio as gr
import json
from modules.processing import Processed, StableDiffusionProcessingImg2Img, process_images
from PIL import Image
from deforum_helpers.video_audio_utilities import ffmpeg_stitch_video
import gc
import torch
from webui import wrap_gradio_gpu_call
import modules.shared as shared
from modules.shared import opts, cmd_opts, state
from modules.ui import create_output_panel, plaintext_to_html, wrap_gradio_call
from types import SimpleNamespace
def run_deforum(*args, **kwargs):
args_dict = {deforum_args.component_names[i]: args[i+2] for i in range(0, len(deforum_args.component_names))}
p = StableDiffusionProcessingImg2Img(
sd_model=shared.sd_model,
outpath_samples = opts.outdir_samples or opts.outdir_img2img_samples,
outpath_grids = opts.outdir_grids or opts.outdir_img2img_grids,
#we'll setup the rest later
)
print('Deforum script for 2D, pseudo-2D and 3D animations')
print('v0.5-webui-beta')
args_dict['self'] = None
args_dict['p'] = p
root, args, anim_args, video_args, parseq_args, loop_args = deforum_args.process_args(args_dict)
root.clipseg_model = None
root.initial_clipskip = opts.data["CLIP_stop_at_last_layers"]
root.basedirs = basedirs
# force-pip-install a couple of packages that didn't want to install as part of the req.txt
from launch import is_installed, run_pip
libs = ["numexpr", "av", "pims", "moviepy", "imageio_ffmpeg"]
for lib in libs:
if not is_installed(lib):
run_pip(f"install {lib}", lib)
if lib == "imageio_ffmpeg":
print("******** IMPORTANT MESSAGE: FFMPEG just got installed, please restart your webui for it to work in the next runs! ********")
for basedir in basedirs:
sys.path.extend([
basedir + '/scripts/deforum_helpers/src',
basedir + '/extensions/deforum/scripts/deforum_helpers/src',
basedir + '/extensions/deforum-for-automatic1111-webui/scripts/deforum_helpers/src',
])
# clean up unused memory
reset_frames_cache(root)
gc.collect()
torch.cuda.empty_cache()
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)
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, root.animation_prompts, root) # allow mask video without an input video
else:
render_animation(args, anim_args, video_args, parseq_args, loop_args, root.animation_prompts, root)
elif anim_args.animation_mode == 'Video Input':
render_input_video(args, anim_args, video_args, parseq_args, loop_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, root.animation_prompts, root)
else:
print('Other modes are not available yet!')
finally:
shared.total_tqdm = tqdm_backup
opts.data["CLIP_stop_at_last_layers"] = root.initial_clipskip
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
# Decide whether or not we need to try and frame interpolate laters
need_to_frame_interpolate = False
if video_args.frame_interpolation_x_amount != "Disabled" and not video_args.skip_video_for_run_all and not video_args.store_frames_in_ram:
need_to_frame_interpolate = True
if video_args.skip_video_for_run_all:
print('Skipping video creation, uncheck skip_video_for_run_all if you want to run it')
elif video_args.output_format == 'FFMPEG mp4':
import subprocess
if video_args.use_manual_settings:
max_video_frames = video_args.max_video_frames #@param {type:"string"}
image_path = video_args.image_path
mp4_path = video_args.mp4_path
else:
path_name_modifier = video_args.path_name_modifier
if video_args.render_steps: # render steps from a single image
fname = f"{path_name_modifier}_%05d.png"
all_step_dirs = [os.path.join(args.outdir, d) for d in os.listdir(args.outdir) if os.path.isdir(os.path.join(args.outdir,d))]
newest_dir = max(all_step_dirs, key=os.path.getmtime)
image_path = os.path.join(newest_dir, fname)
print(f"Reading images from {image_path}")
mp4_path = os.path.join(newest_dir, f"{args.timestring}_{path_name_modifier}.mp4")
max_video_frames = args.steps
else: # render images for a video
image_path = os.path.join(args.outdir, f"{args.timestring}_%05d.png")
mp4_path = os.path.join(args.outdir, f"{args.timestring}.mp4")
max_video_frames = anim_args.max_frames
#save settings for the video
video_settings_filename = os.path.join(args.outdir, f"{args.timestring}_video-settings.txt")
with open(video_settings_filename, "w+", encoding="utf-8") as f:
s = {**dict(video_args.__dict__)}
json.dump(s, f, ensure_ascii=False, indent=4)
# Stitch video using ffmpeg!
try:
ffmpeg_stitch_video(ffmpeg_location=video_args.ffmpeg_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=video_args.ffmpeg_crf, preset=video_args.ffmpeg_preset)
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:0.75em\">Deforum v0.5-webui-beta</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
else: # *GIF* TIME!
# TODO: add support for custom frame interpolation vid location?
if video_args.use_manual_settings:
max_video_frames = video_args.max_video_frames #@param {type:"string"}
image_path = video_args.image_path
mp4_path = video_args.mp4_path
else:
path_name_modifier = video_args.path_name_modifier
if video_args.render_steps: # render steps from a single image
fname = f"{path_name_modifier}_%05d.png"
all_step_dirs = [os.path.join(args.outdir, d) for d in os.listdir(args.outdir) if os.path.isdir(os.path.join(args.outdir,d))]
newest_dir = max(all_step_dirs, key=os.path.getmtime)
image_path = os.path.join(newest_dir, fname)
print(f"Reading images from {image_path}")
mp4_path = os.path.join(newest_dir, f"{args.timestring}_{path_name_modifier}.gif")
max_video_frames = args.steps
else: # render images for a video
image_path = os.path.join(args.outdir, f"{args.timestring}_%05d.png")
mp4_path = os.path.join(args.outdir, f"{args.timestring}.gif")
max_video_frames = anim_args.max_frames
print(f"GIF created from:\n{image_path}\nTo:\n{mp4_path}")
#save settings for the video
video_settings_filename = os.path.join(args.outdir, f"{args.timestring}_video-settings.txt")
with open(video_settings_filename, "w+", encoding="utf-8") as f:
s = {**dict(video_args.__dict__)}
json.dump(s, f, ensure_ascii=False, indent=4)
imagelist = [Image.open(os.path.join(args.outdir, image_path%d)) for d in range(max_video_frames) if os.path.exists(os.path.join(args.outdir, image_path%d))]
imagelist[0].save(
mp4_path,#gif here
save_all=True,
append_images=imagelist[1:],
optimize=True,
duration=1000/video_args.fps, #????
loop=0
)
mp4 = open(mp4_path,'rb').read()
data_url = "data:image/gif;base64," + b64encode(mp4).decode()
deforum_args.i1_store = f'<p style=\"font-weight:bold;margin-bottom:0.75em\">Deforum v0.5-webui-beta</p><img src="{data_url}" type="image/gif"></img>'
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"
import numpy as np
a = np.random.rand(args.W, args.H, 3)*255
root.first_frame = Image.fromarray(a.astype('uint8')).convert('RGB')
root.initial_seed = 6934
# FRMAE INTERPOLATION TIME
if need_to_frame_interpolate: #video_args.frame_interpolation_x_amount != "Disabled" and not video_args.skip_video_for_run_all and not video_args.store_frames_in_ram:
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_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=video_args.ffmpeg_location, ffmpeg_crf=video_args.ffmpeg_crf, ffmpeg_preset=video_args.ffmpeg_preset, keep_interp_imgs=video_args.frame_interpolation_keep_imgs, orig_vid_name=None, resolution=None)
root.initial_info += "\n The animation is stored in " + args.outdir + '\n'
root.initial_info += "Only the first frame is shown in webui not to clutter the memory"
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 opts.samples_log_stdout:
print(generation_info_js)
if opts.do_not_show_images:
processed.images = []
return processed.images, generation_info_js, plaintext_to_html(processed.info), plaintext_to_html('#TODO')
def on_ui_tabs():
with gr.Blocks(analytics_enabled=False) as deforum_interface:
components = {}
dummy_component = gr.Label(visible=False)
with gr.Row(elem_id='deforum_progress_row').style(equal_height=False):
with gr.Column(scale=1, variant='panel'):
components = deforum_args.setup_deforum_setting_dictionary(None, True, True)
with gr.Column(scale=1):
with gr.Row():
btn = gr.Button("Click here after the generation to show the video")
components['btn'] = btn
close_btn = gr.Button("Close the video", visible=False)
with gr.Row():
i1 = gr.HTML(deforum_args.i1_store, elem_id='deforum_header')
components['i1'] = i1
# Show video
def show_vid():
return {
i1: gr.update(value=deforum_args.i1_store, visible=True),
close_btn: gr.update(visible=True),
btn: gr.update(value="Update the video", visible=True),
}
btn.click(
show_vid,
[],
[i1, close_btn, btn],
)
# Close video
def close_vid():
return {
i1: gr.update(value=deforum_args.i1_store_backup, visible=True),
close_btn: gr.update(visible=False),
btn: gr.update(value="Click here after the generation to show the video", visible=True),
}
close_btn.click(
close_vid,
[],
[i1, close_btn, btn],
)
id_part = 'deforum'
with gr.Row(elem_id=f"{id_part}_generate_box"):
skip = gr.Button('Skip', elem_id=f"{id_part}_skip", visible=True)
interrupt = gr.Button('Interrupt', elem_id=f"{id_part}_interrupt", visible=True)
submit = gr.Button('Generate', elem_id=f"{id_part}_generate", variant='primary')
skip.click(
fn=lambda: state.skip(),
inputs=[],
outputs=[],
)
interrupt.click(
fn=lambda: state.interrupt(),
inputs=[],
outputs=[],
)
deforum_gallery, generation_info, html_info, html_log = create_output_panel("deforum", opts.outdir_img2img_samples)
gr.HTML("<p>* Paths can be relative to webui folder OR full - absolute </p>")
with gr.Row():
settings_path = gr.Textbox("deforum_settings.txt", elem_id='deforum_settings_path', label="General Settings File")
#reuse_latest_settings_btn = gr.Button('Reuse Latest', elem_id='deforum_reuse_latest_settings_btn')#TODO
with gr.Row():
save_settings_btn = gr.Button('Save Settings', elem_id='deforum_save_settings_btn')
load_settings_btn = gr.Button('Load Settings', elem_id='deforum_load_settings_btn')
with gr.Row():
video_settings_path = gr.Textbox("deforum_video-settings.txt", elem_id='deforum_video_settings_path', label="Video Settings File")
#reuse_latest_video_settings_btn = gr.Button('Reuse Latest', elem_id='deforum_reuse_latest_video_settings_btn')#TODO
with gr.Row():
save_video_settings_btn = gr.Button('Save Video Settings', elem_id='deforum_save_video_settings_btn')
load_video_settings_btn = gr.Button('Load Video Settings', elem_id='deforum_load_video_settings_btn')
# components['prompts'].visible = False#hide prompts for the time being
#TODO clean up the code
components['save_sample_per_step'].visible = False
components['show_sample_per_step'].visible = False
components['display_samples'].visible = False
component_list = [components[name] for name in deforum_args.component_names]
submit.click(
fn=wrap_gradio_gpu_call(run_deforum, extra_outputs=[None, '', '']),
_js="submit_deforum",
inputs=[dummy_component, dummy_component] + component_list,
outputs=[
deforum_gallery,
generation_info,
html_info,
html_log,
],
)
settings_component_list = [components[name] for name in deforum_args.settings_component_names]
video_settings_component_list = [components[name] for name in deforum_args.video_args_names]
stuff = gr.HTML("") # wrap gradio call garbage
stuff.visible = False
save_settings_btn.click(
fn=wrap_gradio_call(deforum_settings.save_settings),
inputs=[settings_path] + settings_component_list,
outputs=[stuff],
)
load_settings_btn.click(
fn=wrap_gradio_call(deforum_settings.load_settings),
inputs=[settings_path]+ settings_component_list,
outputs=settings_component_list + [stuff],
)
save_video_settings_btn.click(
fn=wrap_gradio_call(deforum_settings.save_video_settings),
inputs=[video_settings_path] + video_settings_component_list,
outputs=[stuff],
)
load_video_settings_btn.click(
fn=wrap_gradio_call(deforum_settings.load_video_settings),
inputs=[video_settings_path] + video_settings_component_list,
outputs=video_settings_component_list + [stuff],
)
return [(deforum_interface, "Deforum", "deforum_interface")]
script_callbacks.on_ui_tabs(on_ui_tabs)
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