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Update __init__.py

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tin2tin 2 years ago committed by GitHub
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1 changed files with 197 additions and 92 deletions
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  1. 289
      __init__.py

289
__init__.py
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@ -5,7 +5,7 @@ bl_info = {
"author": "tintwotin",
"version": (1, 0),
"blender": (3, 4, 0),
"location": "Video Sequence Editor > Sidebar > Text to Video",
"location": "Video Sequence Editor > Sidebar > Generate",
"description": "Convert text to video",
"category": "Sequencer",
}
@ -15,6 +15,7 @@ from bpy.types import Operator, Panel
import site
import subprocess
import sys, os
import string
def show_system_console(show):
@ -47,10 +48,16 @@ def set_system_console_topmost(top):
)
def clean_path(string_path):
valid_chars = "-_.() %s%s" % (string.ascii_letters, string.digits)
clean_path = "".join(c if c in valid_chars else "_" for c in string_path)
return clean_path
def import_module(self, module, install_module):
show_system_console(True)
set_system_console_topmost(True)
set_system_console_topmost(True)
module = str(module)
try:
exec("import " + module)
@ -61,7 +68,17 @@ def import_module(self, module, install_module):
pybin = sys.executable
self.report({"INFO"}, "Installing: " + module + " module.")
print("Installing: " + module + " module")
subprocess.check_call([pybin, "-m", "pip", "install", install_module, "--no-warn-script-location", "--user"])
subprocess.check_call(
[
pybin,
"-m",
"pip",
"install",
install_module,
"--no-warn-script-location",
"--user",
]
)
try:
exec("import " + module)
except ModuleNotFoundError:
@ -69,134 +86,222 @@ def import_module(self, module, install_module):
return True
class SequencerImportMovieOperator(Operator):
def install_modules(self):
app_path = site.USER_SITE
if app_path not in sys.path:
sys.path.append(app_path)
pybin = sys.executable
print("Ensuring: pip")
try:
subprocess.call([pybin, "-m", "ensurepip"])
subprocess.call([pybin, "-m", "pip", "install", "--upgrade", "pip"])
except ImportError:
pass
try:
exec("import torch")
except ModuleNotFoundError:
app_path = site.USER_SITE
if app_path not in sys.path:
sys.path.append(app_path)
pybin = sys.executable
self.report({"INFO"}, "Installing: torch module.")
print("Installing: torch module")
subprocess.check_call(
[
pybin,
"-m",
"pip",
"install",
"torch",
"--index-url",
"https://download.pytorch.org/whl/cu118",
"--no-warn-script-location",
"--user",
]
)
subprocess.check_call(
[
pybin,
"-m",
"pip",
"install",
"torchvision",
"--index-url",
"https://download.pytorch.org/whl/cu118",
"--no-warn-script-location",
"--user",
]
)
subprocess.check_call(
[
pybin,
"-m",
"pip",
"install",
"torchaudio",
"--index-url",
"https://download.pytorch.org/whl/cu118",
"--no-warn-script-location",
"--user",
]
)
import_module(self, "PySoundFile", "PySoundFile") # Sox for Linux pip install sox
import_module(self, "diffusers", "diffusers")
import_module(self, "accelerate", "accelerate")
import_module(self, "transformers", "transformers")
import_module(self, "opencv_python", "opencv_python")
class SEQUENCER_OT_generate_movie(Operator):
"""Text to Video"""
bl_idname = "sequencer.import_movie"
bl_idname = "sequencer.generate_movie"
bl_label = "Prompt"
bl_description = "Convert text to video"
bl_options = {"REGISTER", "UNDO"}
# generate_movie_prompt: bpy.props.StringProperty(
# name="generate_movie_prompt", default=""
# )
def execute(self, context):
if not bpy.types.Scene.text_prompt:
if not bpy.types.Scene.generate_movie_prompt:
return {"CANCELLED"}
scene = context.scene
app_path = site.USER_SITE
if app_path not in sys.path:
sys.path.append(app_path)
pybin = sys.executable
install_modules(self)
import torch
from diffusers import DiffusionPipeline, DPMSolverMultistepScheduler
from diffusers.utils import export_to_video
print("Ensuring: pip")
try:
subprocess.call([pybin, "-m", "ensurepip"])
subprocess.call([pybin, "-m", "pip", "install", "--upgrade","pip"])
except ImportError:
pass
import_module(self, "open_clip_torch", "open_clip_torch")
import_module(self, "pytorch_lightning", "pytorch_lightning")
import_module(self, "addict", "addict")
import_module(self, "yapf", "yapf")
import_module(self, "datasets", "datasets")
import_module(self, "einops", "einops")
import_module(self, "jsonplus", "jsonplus")
import_module(self, "oss2", "oss2")
import_module(self, "pyarrow", "pyarrow")
import_module(self, "huggingface_hub", "--upgrade huggingface_hub")
import_module(self, "numpy", "--upgrade numpy")
import_module(self, "gast", "gast")
import_module(self, "diffusers", "diffusers")
import_module(self, "tensorflow", "tensorflow")
import_module(self, "cffi", "cffi")
import_module(self, "modelscope", "modelscope==1.4.2") #git+https://github.com/modelscope/modelscope.git
from huggingface_hub import snapshot_download
from modelscope.pipelines import pipeline
from modelscope.outputs import OutputKeys
import pathlib
script_file = os.path.realpath(__file__)
directory = os.path.dirname(script_file)
model_dir = os.path.join(directory, "model")
if not os.path.isdir(model_dir):
os.mkdir(model_dir)
# list of file names to check
files = ["configuration.json", "VQGAN_autoencoder.pth", "open_clip_pytorch_model.bin", "text2video_pytorch_model.pth"]
all_found = True
# loop over the files and check if they exist
for filename in files:
check_file = os.path.join(model_dir, filename)
#print(check_file)
check_file = pathlib.Path(check_file)
if not os.path.isfile(check_file):
print(check_file)
all_found = False
if not all_found: #snapshot_download(repo_id='damo-vilab/modelscope-damo-text-to-video-synthesis', # 20 GB VRAM
snapshot_download(repo_id='kabachuha/modelscope-damo-text2video-pruned-weights', # 6GB VRAM
repo_type='model',
local_dir=model_dir,
local_dir_use_symlinks=False)
p = pipeline('text-to-video-synthesis', model_dir)#, torch_dtype=torch.float16, variant="fp16")
test_text = {"text": self.text_prompt}
num_frames = {"num_frames": 10}
output_video_path = p(
test_text,
num_frames,
)[OutputKeys.OUTPUT_VIDEO]
filepath = bpy.path.abspath(output_video_path)
pipe = DiffusionPipeline.from_pretrained(
"damo-vilab/text-to-video-ms-1.7b",
torch_dtype=torch.float16,
variant="fp16",
) # "damo-vilab/text-to-video-ms-1.7b"
pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config)
pipe.enable_model_cpu_offload()
prompt = context.scene.generate_movie_prompt
video_frames = pipe(prompt, num_inference_steps=25).frames
video_path = export_to_video(video_frames)
filepath = bpy.path.abspath(video_path)
if os.path.isfile(filepath):
strip = scene.sequence_editor.sequences.new_movie(
name=bpy.types.Scene.text_prompt,
name=context.scene.generate_movie_prompt,
filepath=filepath,
channel=1,
frame_start=scene.frame_current,
)
else:
print("Modelscope did not produce a file!")
return {"FINISHED"}
class SequencerPanel(Panel):
class SEQUENCER_OT_generate_audio(Operator):
"""Text to Audio"""
bl_idname = "sequencer.generate_audio"
bl_label = "Prompt"
bl_description = "Convert text to audio"
bl_options = {"REGISTER", "UNDO"}
def execute(self, context):
if not bpy.types.Scene.generate_audio_prompt:
return {"CANCELLED"}
scene = context.scene
install_modules(self)
from diffusers import AudioLDMPipeline
import torch
repo_id = "cvssp/audioldm"
pipe = AudioLDMPipeline.from_pretrained(repo_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")
prompt = context.scene.generate_audio_prompt
audio = pipe(prompt, num_inference_steps=10, audio_length_in_s=5.0).audios[0]
import scipy
filename = clean_path(prompt + ".wav")
scipy.io.wavfile.write(filename, rate=16000, data=audio) ###
filepath = bpy.path.abspath(filename) ###
if os.path.isfile(filepath):
strip = scene.sequence_editor.sequences.new_sound(
name=prompt,
filepath=filepath,
channel=1,
frame_start=scene.frame_current,
)
else:
print("No file was saved!")
return {"FINISHED"}
class SEQEUNCER_PT_generate_movie(Panel):
"""Text to Video using ModelScope"""
bl_idname = "SEQUENCER_PT_sequencer_panel"
bl_idname = "SEQUENCER_PT_sequencer_generate_movie_panel"
bl_label = "Text to Video"
bl_space_type = "SEQUENCE_EDITOR"
bl_region_type = "UI"
bl_category = "Text to Video"
bl_category = "Generate"
def draw(self, context):
layout = self.layout
scene = context.scene
row = layout.row()
row.prop(context.scene, "text_prompt", text="")
row.prop(context.scene, "generate_movie_prompt", text="")
row = layout.row()
row.operator("sequencer.import_movie", text="Generate Movie")
row.operator("sequencer.generate_movie", text="Generate Movie")
class SEQEUNCER_PT_generate_audio(Panel):
"""Text to Audio"""
bl_idname = "SEQUENCER_PT_sequencer_generate_audio_panel"
bl_label = "Text to Audio"
bl_space_type = "SEQUENCE_EDITOR"
bl_region_type = "UI"
bl_category = "Generate"
def draw(self, context):
layout = self.layout
scene = context.scene
row = layout.row()
row.prop(context.scene, "generate_audio_prompt", text="")
row = layout.row()
row.operator("sequencer.generate_audio", text="Generate Audio")
classes = (
SEQUENCER_OT_generate_movie,
SEQUENCER_OT_generate_audio,
SEQEUNCER_PT_generate_movie,
SEQEUNCER_PT_generate_audio,
)
def register():
bpy.utils.register_class(SequencerImportMovieOperator)
bpy.utils.register_class(SequencerPanel)
bpy.types.Scene.text_prompt = bpy.props.StringProperty(
name="text_prompt", default=""
for cls in classes:
bpy.utils.register_class(cls)
bpy.types.Scene.generate_movie_prompt = bpy.props.StringProperty(
name="generate_movie_prompt", default=""
)
bpy.types.Scene.generate_audio_prompt = bpy.props.StringProperty(
name="generate_audio_prompt", default=""
)
def unregister():
bpy.utils.unregister_class(SequencerImportMovieOperator)
bpy.utils.unregister_class(SequencerPanel)
del bpy.types.Scene.text_prompt
for cls in classes:
bpy.utils.unregister_class(cls)
del bpy.types.Scene.generate_movie_prompt
del bpy.types.Scene.generate_audio_prompt
if __name__ == "__main__":

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