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Update app.py
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app.py
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import gradio as gr
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from
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import yt_dlp
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import whisper
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import os
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import uuid
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import re
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def clean_temp_files():
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temp_files = ["temp_video.mp4", "temp_audio.mp3"]
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for file in temp_files:
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if os.path.exists(file):
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os.remove(file)
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#
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def
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try:
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ydl_opts = {
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'format': '
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'outtmpl': '
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'quiet': True,
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'no_warnings': True,
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'extractor_args': {'tiktok': {'skip_watermark': True}}
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}
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with yt_dlp.YoutubeDL(ydl_opts) as ydl:
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ydl.download
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os.system(f"ffmpeg -i \"{video_path}\" -vn -acodec libmp3lame -q:a 3 \"temp_audio.mp3\" -y")
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return "temp_audio.mp3" if os.path.exists("temp_audio.mp3") else None
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# Transcribe audio
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def transcribe_audio(audio_path):
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try:
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model = whisper.load_model("base")
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result = model.transcribe(audio_path)
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return result['text']
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except Exception as e:
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print(f"Transcription error: {e}")
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return None
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# Classify content
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def classify_content(text):
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try:
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if not text or len(text.strip()) == 0:
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return None, None
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classifier = pipeline("zero-shot-classification",
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model="facebook/bart-large-mnli")
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return result['labels'][0], result['scores'][0]
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except Exception as e:
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return None, None
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#
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if not video_url or len(video_url.strip()) == 0:
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return "Please enter a valid TikTok URL", ""
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if "tiktok.com" not in video_url and "vm.tiktok.com" not in video_url:
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return "This app is for TikTok links only", ""
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# Download video
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video_path = download_video(video_url)
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if not video_path:
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return "Failed to download video", ""
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# Extract audio
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audio_path = extract_audio(video_path)
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if not audio_path:
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clean_temp_files()
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return "Failed to extract audio", ""
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# Transcribe
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transcription = transcribe_audio(audio_path)
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if not transcription:
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clean_temp_files()
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return "Failed to transcribe audio", ""
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# Classify
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category, confidence = classify_content(transcription)
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if not category:
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clean_temp_files()
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return transcription, "Failed to classify content"
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# Clean up
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clean_temp_files()
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# Format classification result
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classification_result = f"{category} (confidence: {confidence:.2f})"
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return transcription, classification_result
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# Gradio
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with gr.Blocks(
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gr.Markdown(""
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""")
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with gr.Row():
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url_input = gr.Textbox(
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label="TikTok URL",
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placeholder="Enter TikTok video URL here..."
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)
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with gr.Row():
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transcription_output = gr.Textbox(
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label="Transcription",
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interactive=True,
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lines=10,
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max_lines=20
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)
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with gr.Row():
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category_output = gr.Textbox(
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label="Content Category",
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interactive=False
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)
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submit_btn = gr.Button("Analyze Video", variant="primary")
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["https://www.tiktok.com/@example/video/123456789"],
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["https://vm.tiktok.com/ZMexample/"]
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],
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inputs=url_input
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)
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fn=process_video,
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inputs=url_input,
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outputs=[transcription_output, category_output]
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)
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import gradio as gr
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from fastapi import FastAPI, HTTPException
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import yt_dlp
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import whisper
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import requests
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import os
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import re
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import asyncio
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from urllib.parse import urlparse
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app = FastAPI()
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# دالة لتحويل الروابط القصيرة
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def expand_tiktok_url(url):
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try:
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if not re.match(r'^https?://(www\.)?tiktok\.com', url):
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session = requests.Session()
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resp = session.head(url, allow_redirects=True, timeout=10)
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return resp.url
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return url
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except:
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return url
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# دالة لاستخراج ID الفيديو
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def get_video_id(url):
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parsed = urlparse(url)
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if 'tiktok.com' not in parsed.netloc:
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return None
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path_parts = parsed.path.split('/')
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if 'video' in path_parts:
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return path_parts[path_parts.index('video') + 1]
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return None
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# دالة المعالجة الرئيسية
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async def process_video(url):
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try:
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# 1. تحويل الروابط القصيرة
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final_url = expand_tiktok_url(url)
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# 2. التحقق من صحة الرابط
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video_id = get_video_id(final_url)
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if not video_id:
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raise HTTPException(status_code=400, detail="Invalid TikTok URL")
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# 3. تنزيل الفيديو
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ydl_opts = {
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'format': 'best[ext=mp4]',
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'outtmpl': f'{video_id}.mp4',
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'quiet': True,
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'extractor_args': {'tiktok': {'skip_watermark': True}}
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}
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with yt_dlp.YoutubeDL(ydl_opts) as ydl:
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info = ydl.extract_info(final_url, download=True)
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video_path = ydl.prepare_filename(info)
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# 4. استخراج الصوت
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audio_path = f'{video_id}.mp3'
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os.system(f'ffmpeg -i "{video_path}" -vn -ar 16000 -ac 1 "{audio_path}"')
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# 5. تحويل الصوت لنص
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model = whisper.load_model("base")
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result = model.transcribe(audio_path)
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# 6. تنظيف الملفات المؤقتة
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os.remove(video_path)
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os.remove(audio_path)
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return {
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"transcription": result["text"],
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"video_id": video_id
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}
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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# واجهة API
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@app.get("/analyze")
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async def analyze(url: str):
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return await process_video(url)
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# واجهة Gradio (اختيارية)
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with gr.Blocks() as demo:
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gr.Markdown("## TikTok Analyzer")
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url_input = gr.Textbox(label="TikTok URL")
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output_text = gr.Textbox(label="Transcription")
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def analyze_gradio(url):
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result = process_video(url)
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return result["transcription"]
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demo.launch(server_name="0.0.0.0", server_port=7860)
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# للدمج مع FastAPI
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app = gr.mount_gradio_app(app, demo, path="/")
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