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"""
Physics Chapter Video Generator
Creates educational videos by combining title cards with relevant content.
"""
import re, shutil, subprocess, textwrap, os, tempfile
from pathlib import Path
from typing import List, Optional
import gradio as gr
import random
print("CWD:", os.getcwd())
print("cookies.txt exists:", os.path.exists("./cookies/cookies.txt"))
# --- Oxylabs Proxy Configuration ---
PROXY_USERNAME = "ujwal_CmiMZ"
PROXY_PASSWORD = "xJv4DChht5P6y+u"
PROXY_COUNTRY = "US"
# List of proxy endpoints (Oxylabs DC Proxies)
PROXY_PORTS = [8001, 8002, 8003, 8004, 8005]
PROXY_HOST = "dc.oxylabs.io"
def get_random_proxy():
port = random.choice(PROXY_PORTS)
return f"http://user-{PROXY_USERNAME}-country-{PROXY_COUNTRY}:{PROXY_PASSWORD}@{PROXY_HOST}:{port}"
# ---------------- CONFIG ----------------
TITLE_DUR = 3 # seconds
SIZE = "1280x720" # resolution for cards
FPS = 30
CRF = 28 # Higher CRF for smaller files in HF Spaces
PRESET = "ultrafast" # Fastest encoding for HF Spaces
YT_MAX_RESULTS = 2 # Reduced for faster processing
MAX_VIDEO_LENGTH = 30 # Max seconds per video clip
MAX_TOPICS = 8 # Limit topics for HF Spaces resources
# ----------------------------------------
# ---------- helpers ----------
def run_cmd(cmd: list[str], timeout: int = 120) -> bool:
"""Run command with timeout and proper error handling"""
try:
result = subprocess.run(
cmd,
check=True,
timeout=timeout,
capture_output=True,
text=True
)
return True
except (subprocess.CalledProcessError, subprocess.TimeoutExpired) as e:
print(f"Command failed:\n{' '.join(cmd)}\nError:\n{e.stderr if hasattr(e, 'stderr') else str(e)}")
return False
def yt_urls(query: str, max_results: int) -> List[str]:
"""Get YouTube URLs for search query via proxy"""
try:
import requests
from youtube_search import YoutubeSearch
proxy_url = get_random_proxy()
proxies = {
"http": proxy_url,
"https": proxy_url,
}
# Monkey-patch YoutubeSearch to use proxy
original_get = requests.get
def proxied_get(*args, **kwargs):
kwargs["proxies"] = proxies
kwargs["verify"] = False
return original_get(*args, **kwargs)
requests.get = proxied_get
results = YoutubeSearch(query, max_results=max_results).to_dict()
requests.get = original_get # Restore
return ["https://www.youtube.com" + r["url_suffix"] for r in results]
except Exception as e:
print(f"YouTube search failed: {e}")
return []
def safe_filename(name: str) -> str:
"""Create safe filename"""
return re.sub(r"[^\w\-\.]", "_", name)[:50] # Limit length
def dl_video(url: str, out: Path) -> bool:
"""Download video with length limit using rotating proxy"""
out.parent.mkdir(exist_ok=True)
proxy = get_random_proxy()
cmd = [
"yt-dlp",
"--match-filter", f"duration<{MAX_VIDEO_LENGTH}",
"-f", "mp4",
"--merge-output-format", "mp4",
"-o", str(out),
"--no-playlist",
# "--no-check-certificate",
"--proxy", proxy,
"--cookies", "./cookies/cookies.txt",
url,
]
return run_cmd(cmd, timeout=60)
def make_card(text: str, out: Path, dur: int = TITLE_DUR) -> bool:
"""Create title card with text"""
# Wrap text for better display
wrapped = textwrap.wrap(text, width=25)
safe_text = "\\n".join(w.replace("'", r"\\'") for w in wrapped)
cmd = [
"ffmpeg",
"-loglevel", "error",
"-f", "lavfi", "-i", f"color=c=navy:s={SIZE}:d={dur}",
"-f", "lavfi", "-i", "anullsrc=r=44100:cl=stereo",
"-vf", (
f"drawtext=text='{safe_text}':fontcolor=white:fontsize=60:"
"x=(w-text_w)/2:y=(h-text_h)/2:fontfile=/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf"
),
"-shortest", "-r", str(FPS),
"-c:v", "libx264", "-preset", PRESET, "-crf", str(CRF),
"-c:a", "aac", "-b:a", "96k",
"-movflags", "+faststart",
"-y", str(out),
]
return run_cmd(cmd)
def extract_topics(text: str) -> List[str]:
"""Extract topics from input text"""
topics = []
for line in text.splitlines():
line = line.strip()
if not line or len(topics) >= MAX_TOPICS:
continue
# Match numbered lists
if re.match(r"^\d+[\.)]\s+.+", line):
topic = re.sub(r"^\d+[\.)]\s*", "", line)
topics.append(topic)
# Match markdown headers
elif re.match(r"^#+\s+.+", line):
topic = re.sub(r"^#+\s*", "", line)
topics.append(topic)
# Match all caps titles
elif line.isupper() and 3 <= len(line) <= 50:
topics.append(line.title())
# Match regular lines as topics
elif len(line) > 3 and not line.startswith(('http', 'www')):
topics.append(line)
return topics[:MAX_TOPICS]
def create_physics_video(chapter_text: str, progress=gr.Progress()) -> Optional[str]:
"""Generate educational physics video from chapter topics"""
if not chapter_text.strip():
return None
progress(0, desc="Extracting topics...")
topics = extract_topics(chapter_text)
if not topics:
return None
# Create temporary directory
with tempfile.TemporaryDirectory() as temp_dir:
temp_path = Path(temp_dir)
concat_paths: List[Path] = []
total_steps = len(topics) * 2 + 3 # topics * (card + video) + opening + closing + concat
current_step = 0
# Opening card
progress(current_step/total_steps, desc="Creating opening card...")
opening = temp_path / "00_opening.mp4"
if make_card("Physics Chapter Overview", opening):
concat_paths.append(opening)
current_step += 1
# Process each topic
for idx, topic in enumerate(topics, 1):
# Create title card
progress(current_step/total_steps, desc=f"Creating card for: {topic[:30]}...")
card = temp_path / f"title_{idx:02d}.mp4"
if make_card(topic, card):
concat_paths.append(card)
current_step += 1
# Try to download video
progress(current_step/total_steps, desc=f"Searching video for: {topic[:30]}...")
video_found = False
for url in yt_urls(f"{topic} physics explanation", YT_MAX_RESULTS):
vid_id_match = re.search(r"(?:v=|be/|shorts/)([\w\-]{11})", url)
if not vid_id_match:
continue
vid_path = temp_path / f"{safe_filename(vid_id_match.group(1))}.mp4"
if dl_video(url, vid_path):
concat_paths.append(vid_path)
video_found = True
break
if not video_found:
# Create a placeholder card if no video found
placeholder = temp_path / f"placeholder_{idx:02d}.mp4"
if make_card(f"Exploring: {topic}", placeholder, dur=5):
concat_paths.append(placeholder)
current_step += 1
# Closing card
progress(current_step/total_steps, desc="Creating closing card...")
closing = temp_path / "zz_closing.mp4"
if make_card("Thank you for learning!", closing):
concat_paths.append(closing)
current_step += 1
if len(concat_paths) < 2:
return None
# Create concat file
list_file = temp_path / "list.txt"
list_file.write_text(
"".join(f"file '{p.absolute()}'\n" for p in concat_paths),
encoding="utf-8"
)
# Final output path
output_path = "physics_chapter_video.mp4"
# Concatenate videos
progress(current_step/total_steps, desc="Creating final video...")
cmd = [
"ffmpeg",
"-loglevel", "error",
"-f", "concat", "-safe", "0", "-i", str(list_file),
"-c:v", "libx264", "-preset", PRESET, "-crf", str(CRF),
"-c:a", "aac", "-b:a", "128k",
"-movflags", "+faststart",
"-y", output_path,
]
if run_cmd(cmd, timeout=300):
return output_path
return None
# Gradio Interface
def create_interface():
"""Setup the web interface"""
with gr.Blocks(title="Physics Video Generator", theme=gr.themes.Soft()) as app:
gr.Markdown("""
# Physics Video Generator
Transform your physics topics into engaging educational videos! This tool will:
- Create professional title slides for each topic
- Find relevant educational content
- Combine everything into a complete video
**How to use:** Enter your topics one per line, or use numbered lists, or markdown headers.
""")
with gr.Row():
with gr.Column():
chapter_input = gr.Textbox(
label="Chapter Topics",
placeholder="""Enter topics like:
1. Newton's Laws of Motion
2. Force and Acceleration
3. Momentum and Impulse
4. Energy Conservation
5. Circular Motion
Or:
# Kinematics
# Dynamics
# Thermodynamics""",
lines=10,
max_lines=15
)
generate_btn = gr.Button("Create Physics Video", variant="primary", size="lg")
with gr.Column():
video_output = gr.Video(label="Your Physics Video")
gr.Markdown("""
### Important Notes:
- Processing typically takes 2-5 minutes
- Videos are optimized for educational use
- Limited to 8 topics per session
- Each video segment is capped at 30 seconds
""")
generate_btn.click(
fn=create_physics_video,
inputs=[chapter_input],
outputs=[video_output],
show_progress=True
)
# Examples
gr.Examples(
examples=[
["1. Newton's First Law\n2. Newton's Second Law\n3. Newton's Third Law\n4. Applications of Newton's Laws"],
["# Wave Motion\n# Sound Waves\n# Light Waves\n# Electromagnetic Spectrum"],
["THERMODYNAMICS\nHEAT TRANSFER\nENTROPY\nCARNOT CYCLE"],
["Quantum Mechanics Basics\nWave-Particle Duality\nHeisenberg Uncertainty Principle\nQuantum Tunneling"]
],
inputs=[chapter_input],
label="Example Topics"
)
return app
if __name__ == "__main__":
app = create_interface()
app.queue(max_size=3) # Limit concurrent users for HF Spaces
app.launch(
share=False,
server_name="0.0.0.0",
server_port=7860
) |