Create app.py
Browse files
app.py
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| 1 |
+
import gradio as gr
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| 2 |
+
from tts_module import get_voices, text_to_speech
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| 3 |
+
from moviepy.editor import (
|
| 4 |
+
AudioFileClip, ImageClip, CompositeAudioClip,
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| 5 |
+
concatenate_audioclips, concatenate_videoclips, vfx, CompositeVideoClip,
|
| 6 |
+
ColorClip
|
| 7 |
+
)
|
| 8 |
+
import asyncio
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| 9 |
+
import os
|
| 10 |
+
import json
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| 11 |
+
import time
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| 12 |
+
import requests
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| 13 |
+
import random
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| 14 |
+
from googleapiclient.discovery import build
|
| 15 |
+
from google.oauth2 import service_account
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| 16 |
+
from googleapiclient.http import MediaFileUpload
|
| 17 |
+
from io import BytesIO
|
| 18 |
+
from PIL import Image
|
| 19 |
+
import numpy as np
|
| 20 |
+
|
| 21 |
+
# Define output and temp directories
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| 22 |
+
output_folder = "outputs"
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| 23 |
+
temp_dir = "temp_files"
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| 24 |
+
os.makedirs(output_folder, exist_ok=True)
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| 25 |
+
os.makedirs(temp_dir, exist_ok=True)
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| 26 |
+
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| 27 |
+
# Google Drive folder ID
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| 28 |
+
FOLDER_ID = "12S6adpanAXjf71pKKGRRPqpzbJa5XEh3" # Replace with your folder ID
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| 29 |
+
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| 30 |
+
def cleanup_temp_files():
|
| 31 |
+
"""Delete all temporary files from the temp_files folder."""
|
| 32 |
+
for filename in os.listdir(temp_dir):
|
| 33 |
+
file_path = os.path.join(temp_dir, filename)
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| 34 |
+
try:
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| 35 |
+
if os.path.isfile(file_path):
|
| 36 |
+
os.remove(file_path)
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| 37 |
+
except Exception as e:
|
| 38 |
+
print(f"Error deleting {file_path}: {e}")
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| 39 |
+
|
| 40 |
+
def search_google_images(query, num_images=1):
|
| 41 |
+
"""Search for images using Google Custom Search API."""
|
| 42 |
+
try:
|
| 43 |
+
service = build("customsearch", "v1", developerKey=os.getenv('GOOGLE_API_KEY'))
|
| 44 |
+
result = service.cse().list(q=query, cx=os.getenv('GOOGLE_CSE_ID'), searchType="image", num=num_images).execute()
|
| 45 |
+
return [item['link'] for item in result.get('items', [])]
|
| 46 |
+
except Exception as e:
|
| 47 |
+
print(f"Error searching Google Images: {e}")
|
| 48 |
+
return []
|
| 49 |
+
|
| 50 |
+
def download_image(url):
|
| 51 |
+
"""Download an image from a URL and return a PIL Image object."""
|
| 52 |
+
try:
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| 53 |
+
response = requests.get(url)
|
| 54 |
+
return Image.open(BytesIO(response.content))
|
| 55 |
+
except Exception as e:
|
| 56 |
+
print(f"Error downloading image: {e}")
|
| 57 |
+
return None
|
| 58 |
+
|
| 59 |
+
def create_animated_clip(image, duration=5, zoom_factor=1.1):
|
| 60 |
+
"""Create an animated clip from a still image with a zoom effect."""
|
| 61 |
+
img_array = np.array(image)
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| 62 |
+
img_clip = ImageClip(img_array).set_duration(duration)
|
| 63 |
+
return img_clip.resize(lambda t: 1 + (zoom_factor - 1) * t / duration)
|
| 64 |
+
|
| 65 |
+
def concatenate_google_images(keywords, clip_duration=5, num_images_per_keyword=1):
|
| 66 |
+
"""Concatenate Google Images based on keywords."""
|
| 67 |
+
keyword_list = [keyword.strip() for keyword in keywords.split(",") if keyword.strip()]
|
| 68 |
+
if not keyword_list:
|
| 69 |
+
keyword_list = ["nature"] # Default keyword
|
| 70 |
+
video_clips = []
|
| 71 |
+
for keyword in keyword_list:
|
| 72 |
+
try:
|
| 73 |
+
print(f"Searching images for keyword '{keyword}'...")
|
| 74 |
+
image_urls = search_google_images(keyword, num_images=num_images_per_keyword)
|
| 75 |
+
for url in image_urls:
|
| 76 |
+
image = download_image(url)
|
| 77 |
+
if image:
|
| 78 |
+
clip = create_animated_clip(image, duration=clip_duration)
|
| 79 |
+
video_clips.append(clip)
|
| 80 |
+
except Exception as e:
|
| 81 |
+
print(f"Error processing keyword '{keyword}': {e}")
|
| 82 |
+
continue
|
| 83 |
+
if not video_clips:
|
| 84 |
+
# If no images, create a black clip
|
| 85 |
+
return ColorClip(size=(1920, 1080), color=[0, 0, 0], duration=5)
|
| 86 |
+
random.shuffle(video_clips)
|
| 87 |
+
return concatenate_videoclips(video_clips, method="compose")
|
| 88 |
+
|
| 89 |
+
def adjust_background_music(video_duration, music_file):
|
| 90 |
+
"""Adjust background music to match video duration."""
|
| 91 |
+
try:
|
| 92 |
+
music = AudioFileClip(music_file)
|
| 93 |
+
if music.duration < video_duration:
|
| 94 |
+
repetitions = int(video_duration / music.duration) + 1
|
| 95 |
+
music_clips = [music] * repetitions
|
| 96 |
+
music = concatenate_audioclips(music_clips)
|
| 97 |
+
music = music.subclip(0, video_duration)
|
| 98 |
+
return music.volumex(0.2)
|
| 99 |
+
except Exception as e:
|
| 100 |
+
print(f"Error adjusting music: {e}")
|
| 101 |
+
return None
|
| 102 |
+
|
| 103 |
+
def combine_audio_video(audio_file, video_clip, music_clip=None):
|
| 104 |
+
"""Combine audio and video into a final file."""
|
| 105 |
+
try:
|
| 106 |
+
audio_clip = AudioFileClip(audio_file)
|
| 107 |
+
total_duration = audio_clip.duration + 2 # Add 2 extra seconds
|
| 108 |
+
|
| 109 |
+
# Ensure video has correct duration
|
| 110 |
+
video_clip = video_clip.loop(duration=total_duration)
|
| 111 |
+
video_clip = video_clip.set_duration(total_duration).fadeout(2)
|
| 112 |
+
|
| 113 |
+
# Combine main audio
|
| 114 |
+
final_clip = video_clip.set_audio(audio_clip)
|
| 115 |
+
# Add background music if it exists
|
| 116 |
+
if music_clip:
|
| 117 |
+
music_clip = music_clip.set_duration(total_duration).audio_fadeout(2)
|
| 118 |
+
final_clip = final_clip.set_audio(CompositeAudioClip([audio_clip, music_clip]))
|
| 119 |
+
|
| 120 |
+
# Generate filename and path
|
| 121 |
+
output_filename = f"final_video_{int(time.time())}.mp4"
|
| 122 |
+
output_path = os.path.join(output_folder, output_filename)
|
| 123 |
+
|
| 124 |
+
# Save video
|
| 125 |
+
final_clip.write_videofile(output_path, codec="libx264", audio_codec="aac", fps=24)
|
| 126 |
+
|
| 127 |
+
# Clean up clips
|
| 128 |
+
final_clip.close()
|
| 129 |
+
video_clip.close()
|
| 130 |
+
audio_clip.close()
|
| 131 |
+
if music_clip:
|
| 132 |
+
music_clip.close()
|
| 133 |
+
|
| 134 |
+
return output_path
|
| 135 |
+
except Exception as e:
|
| 136 |
+
print(f"Error combining audio and video: {e}")
|
| 137 |
+
if 'final_clip' in locals():
|
| 138 |
+
final_clip.close()
|
| 139 |
+
return None
|
| 140 |
+
|
| 141 |
+
def upload_to_google_drive(file_path, folder_id):
|
| 142 |
+
"""Upload a file to Google Drive and return the public link."""
|
| 143 |
+
try:
|
| 144 |
+
creds = service_account.Credentials.from_service_account_info(
|
| 145 |
+
json.loads(os.getenv('GOOGLE_SERVICE_ACCOUNT')),
|
| 146 |
+
scopes=['https://www.googleapis.com/auth/drive']
|
| 147 |
+
)
|
| 148 |
+
service = build('drive', 'v3', credentials=creds)
|
| 149 |
+
|
| 150 |
+
file_metadata = {
|
| 151 |
+
'name': os.path.basename(file_path),
|
| 152 |
+
'parents': [folder_id]
|
| 153 |
+
}
|
| 154 |
+
media = MediaFileUpload(file_path, resumable=True)
|
| 155 |
+
file = service.files().create(body=file_metadata, media_body=media, fields='id').execute()
|
| 156 |
+
|
| 157 |
+
permission = {
|
| 158 |
+
'type': 'anyone',
|
| 159 |
+
'role': 'reader'
|
| 160 |
+
}
|
| 161 |
+
service.permissions().create(fileId=file['id'], body=permission).execute()
|
| 162 |
+
|
| 163 |
+
file_id = file['id']
|
| 164 |
+
download_link = f"https://drive.google.com/uc?export=download&id={file_id}"
|
| 165 |
+
return download_link
|
| 166 |
+
except Exception as e:
|
| 167 |
+
print(f"Error uploading to Google Drive: {e}")
|
| 168 |
+
return None
|
| 169 |
+
|
| 170 |
+
def process_input(text, txt_file, mp3_file, selected_voice, rate, pitch, keywords):
|
| 171 |
+
"""Process user input and generate the final video."""
|
| 172 |
+
try:
|
| 173 |
+
# Determine the text to use
|
| 174 |
+
if text.strip():
|
| 175 |
+
final_text = text
|
| 176 |
+
elif txt_file is not None:
|
| 177 |
+
final_text = txt_file.decode("utf-8")
|
| 178 |
+
else:
|
| 179 |
+
raise ValueError("No text input provided")
|
| 180 |
+
|
| 181 |
+
# Generate audio
|
| 182 |
+
audio_file = asyncio.run(text_to_speech(final_text, selected_voice, rate, pitch))
|
| 183 |
+
if not audio_file:
|
| 184 |
+
raise ValueError("Failed to generate audio")
|
| 185 |
+
|
| 186 |
+
# Generate video from Google Images
|
| 187 |
+
video_clip = concatenate_google_images(keywords, clip_duration=5, num_images_per_keyword=1)
|
| 188 |
+
if not video_clip:
|
| 189 |
+
raise ValueError("Failed to generate video")
|
| 190 |
+
|
| 191 |
+
# Process background music if it exists
|
| 192 |
+
music_clip = None
|
| 193 |
+
if mp3_file is not None:
|
| 194 |
+
music_clip = adjust_background_music(video_clip.duration, mp3_file.name)
|
| 195 |
+
|
| 196 |
+
# Combine everything
|
| 197 |
+
final_video_path = combine_audio_video(audio_file, video_clip, music_clip)
|
| 198 |
+
if not final_video_path:
|
| 199 |
+
raise ValueError("Failed to combine audio and video")
|
| 200 |
+
|
| 201 |
+
# Upload to Google Drive and get the link
|
| 202 |
+
download_link = upload_to_google_drive(final_video_path, folder_id=FOLDER_ID)
|
| 203 |
+
if download_link:
|
| 204 |
+
print(f"Video uploaded to Google Drive. Download link: {download_link}")
|
| 205 |
+
return f"[Download video]({download_link})"
|
| 206 |
+
else:
|
| 207 |
+
raise ValueError("Error uploading video to Google Drive")
|
| 208 |
+
except Exception as e:
|
| 209 |
+
print(f"Error during processing: {e}")
|
| 210 |
+
return None
|
| 211 |
+
finally:
|
| 212 |
+
cleanup_temp_files() # Clean up temporary files when finished
|
| 213 |
+
|
| 214 |
+
# Gradio interface
|
| 215 |
+
with gr.Blocks() as demo:
|
| 216 |
+
gr.Markdown("# Text-to-Video Generator")
|
| 217 |
+
with gr.Row():
|
| 218 |
+
with gr.Column():
|
| 219 |
+
text_input = gr.Textbox(label="Write your text here", lines=5)
|
| 220 |
+
txt_file_input = gr.File(label="Or upload a .txt file", file_types=[".txt"])
|
| 221 |
+
mp3_file_input = gr.File(label="Upload background music (.mp3)", file_types=[".mp3"])
|
| 222 |
+
keyword_input = gr.Textbox(
|
| 223 |
+
label="Enter keywords separated by commas (e.g., universe, galaxy, forest, cat)",
|
| 224 |
+
value="fear, religion, god, demons, aliens, possession, galaxy, mysterious, dystopian, astral, warfare, space, space, galaxy, moon, fear, astral, god, evil, mystery, cosmos, stars, paranormal, inexplicable, hidden, enigma, unknown, unusual, intriguing, curious, strange, supernatural, esoteric, arcane, occultism, supernatural, mystery, phenomenon, rare, unusual, enigmatic, sinister, gloomy, dark, shadowy, macabre, eerie, chilling, cursed, fantastic, unreal, unknown, mysterious, enigmatic, inexplicable, unusual, strange, unusual, arcane, esoteric, hidden, shadowy, dark, gloomy, sinister, macabre, eerie, chilling, cursed, fantastic, unreal, paranormal, supernatural, occultism, phenomenon, rare, intriguing, curious"
|
| 225 |
+
)
|
| 226 |
+
voices = asyncio.run(get_voices())
|
| 227 |
+
voice_dropdown = gr.Dropdown(choices=list(voices.keys()), label="Select Voice")
|
| 228 |
+
rate_slider = gr.Slider(minimum=-50, maximum=50, value=0, label="Speech Rate Adjustment (%)", step=1)
|
| 229 |
+
pitch_slider = gr.Slider(minimum=-20, maximum=20, value=0, label="Pitch Adjustment (Hz)", step=1)
|
| 230 |
+
with gr.Column():
|
| 231 |
+
output_link = gr.Markdown("") # Display download link
|
| 232 |
+
|
| 233 |
+
btn = gr.Button("Generate Video")
|
| 234 |
+
btn.click(
|
| 235 |
+
process_input,
|
| 236 |
+
inputs=[text_input, txt_file_input, mp3_file_input, voice_dropdown, rate_slider, pitch_slider, keyword_input],
|
| 237 |
+
outputs=output_link
|
| 238 |
+
)
|
| 239 |
+
|
| 240 |
+
# Read the port assigned by Hugging Face
|
| 241 |
+
port = int(os.getenv("PORT", 7860))
|
| 242 |
+
|
| 243 |
+
# Launch the application
|
| 244 |
+
demo.launch(server_name="0.0.0.0", server_port=port, share=True, show_error=True)
|