Podfusion / app.py
aslasdlkj's picture
Update app.py
32b2e8c
raw
history blame contribute delete
No virus
5.15 kB
import os
import pathlib
import shutil
import subprocess
import sys
import uuid
from pathlib import Path
import gradio as gr
import opengraph
import requests
from moviepy.editor import AudioFileClip
output_dir = Path("temp/").absolute()
output_dir.mkdir(exist_ok=True, parents=True)
class SpotifyApi:
spotify_directory = Path(output_dir / "spotify")
def __init__(self, url):
self.setup_spotify()
self.url = url
self.opengraph = opengraph.OpenGraph(url=url)
self.random_string = str(uuid.uuid4())[:8]
self.perma_output_path = Path(output_dir / self.random_string)
self.temp_output_path = Path(
self.spotify_directory / self.random_string
).resolve()
self.folder_dir: Path = None
def setup_spotify(self) -> None:
# Check if the credentials file exists
if not os.path.exists("spotify.rc"):
with open("spotify.rc", "w") as f:
f.write(
f"{os.environ['SPOTIFY_USERNAME']} {os.environ['SPOTIFY_PASSWORD']}"
)
subprocess.call(["spodcast", "-l", "spotify.rc"])
def download_episode(self) -> str:
out_path = self.temp_output_path.resolve()
subprocess.call(["spodcast", "--root-path", out_path, self.url])
mp3_path = self.get_final_mp3()
assert mp3_path is not None
return mp3_path
def download_image(self):
image = self.opengraph["image"]
r = requests.get(image, allow_redirects=True)
path = self.perma_output_path.with_suffix(".jpg").absolute()
open(path, "wb").write(r.content)
return path
def get_title(self) -> str:
return self.opengraph["title"]
# Move output file in the temp mp3 folder to the final output folder that we'll store the video in
def get_final_mp3(self):
for root, dirs, files in os.walk(self.temp_output_path.resolve()):
for file in files:
if file.endswith(".mp3"):
final_mp3 = self.perma_output_path.with_suffix(".mp3").absolute()
shutil.copy(os.path.join(root, file), final_mp3)
shutil.rmtree(self.temp_output_path.absolute())
return final_mp3.as_posix()
class AudioInput:
def __init__(self, path: str, start_time: int, run_for: int):
self.path = path
self.start_time = start_time
self.run_for = run_for
def process_inputs(
prompt: str, audio_path: str, spotify_url: str, start_time: int, run_for: int
) -> str:
audio_input = AudioInput(audio_path, start_time, run_for)
if spotify_url:
spotify = SpotifyApi(spotify_url)
audio_input.path = spotify.download_episode()
spotify_image = spotify.download_image()
images = get_stable_diffusion_images(prompt)
video = animate_images(images, audio_input, spotify_image)
return video
def animate_images(
image_paths: list[str], audio_input: AudioInput, overlay_image_path: str
) -> str:
from animate import ( # Only import after git clone and when necessary takes loooong
create_mp4_with_audio,
get_video_frames,
)
# Generate a random folder name and change directories to there
foldername = str(uuid.uuid4())[:8]
vid_output_dir = Path(output_dir / foldername)
vid_output_dir.mkdir(exist_ok=True, parents=True)
audio_clip = AudioFileClip(audio_input.path)
audio_clip = audio_clip.subclip(
audio_input.start_time, audio_input.start_time + audio_input.run_for
)
video_frames, cv2_images = get_video_frames(image_paths, vid_output_dir)
path = Path(vid_output_dir / "output_final.mp4")
return create_mp4_with_audio(
video_frames,
cv2_images,
audio_clip.duration,
audio_clip,
path,
overlay_image_path.as_posix(),
)
def get_stable_diffusion_images(prompt) -> str:
stable_diffusion = gr.Blocks.load(name="spaces/runwayml/stable-diffusion-v1-5")
gallery_dir = stable_diffusion(prompt, fn_index=1)
return [os.path.join(gallery_dir, img) for img in os.listdir(gallery_dir)][:2]
iface = gr.Interface(
fn=process_inputs,
inputs=[
gr.Textbox(label="Describe your podcast clip"),
gr.Audio(type="filepath", label="Upload an mp3"),
gr.Number(label="Start time (in seconds)"),
gr.Number(label="Run for (in seconds)"),
],
outputs="video",
title= "Podfusion",
description="Here's a tool to help you create a video from your Podcast. Enjoy :-) ",
)
if __name__ == "__main__":
# Show gradio version
print(f"Gradio version: {gr.__version__}")
subprocess.call(
[
"git",
"clone",
"https://github.com/google-research/frame-interpolation",
"frame_interpolation",
]
) # install frame_interplation I guess
sys.path.append("frame_interpolation")
# My installs
os.chdir(
output_dir
) # change working directory to output_dir because the hf spaces model has no option to specify output directory ¯\_(ツ)_/¯
iface.launch()