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import os
import re
import uuid
import asyncio
from datetime import datetime
from typing import Dict, List
from curl_cffi import requests as curl_requests
from fastapi import APIRouter, BackgroundTasks, Depends, HTTPException
from pydantic import BaseModel, HttpUrl
from src.api.downloader import YouTubeDownloader
from src.auth.dependencies import get_current_user
from src.db.models import User
from src.summarization.note_generator import NoteGenerator
from src.utils.config import settings
from src.utils.logger import setup_logger
logger = setup_logger(__name__)
router = APIRouter(tags=["Notes"])
tasks: Dict[str, Dict] = {}
def _set_task_status(task_id: str, status: str, message: str) -> None:
tasks[task_id]["status"] = status
tasks[task_id]["message"] = message
def _proxy_dict() -> dict | None:
proxy_url = os.environ.get("PROXY_URL", "").strip() or os.environ.get("YOUTUBE_PROXY", "").strip()
if not proxy_url:
return None
return {
"http": proxy_url,
"https": proxy_url,
}
def _extract_video_id(url: str) -> str:
"""Extract the 11-character YouTube video ID from any URL format."""
match = re.search(r"(?:v=|youtu\.be/|shorts/|embed/)([A-Za-z0-9_-]{11})", str(url))
return match.group(1) if match else ""
def _duration_via_supadata(video_id: str) -> int:
"""Estimate video duration from Supadata transcript segment timestamps."""
api_key = os.environ.get("SUPADATA_API_KEY", "").strip()
if not api_key:
return 0
try:
api_url = (
"https://api.supadata.ai/v1/youtube/transcript"
f"?url=https://www.youtube.com/watch?v={video_id}"
)
resp = curl_requests.get(
api_url,
headers={"x-api-key": api_key},
impersonate="chrome124",
timeout=20,
proxies=_proxy_dict(),
)
resp.raise_for_status()
data = resp.json()
segments = data.get("segments") or data.get("content", [])
if isinstance(segments, list) and segments:
last = segments[-1]
offset_ms = last.get("offset", 0) or last.get("start", 0)
dur_ms = last.get("duration", 0) or last.get("dur", 0)
total_s = (int(offset_ms) + int(dur_ms)) // 1000
if total_s > 0:
logger.info("[S2-supadata] duration~%ds", total_s)
return total_s
except Exception as exc:
logger.warning("[S2-supadata] failed: %s", exc)
return 0
def _duration_via_html_scrape(url: str) -> int:
"""Scrape the watch page and parse duration hints."""
headers = {
"User-Agent": (
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
"AppleWebKit/537.36 (KHTML, like Gecko) "
"Chrome/124.0.0.0 Safari/537.36"
),
"Accept-Language": "en-US,en;q=0.9",
"Accept": (
"text/html,application/xhtml+xml,application/xml;"
"q=0.9,image/avif,image/webp,*/*;q=0.8"
),
"Connection": "keep-alive",
"DNT": "1",
"Upgrade-Insecure-Requests": "1",
}
try:
resp = curl_requests.get(
url,
headers=headers,
impersonate="chrome124",
timeout=15,
proxies=_proxy_dict(),
)
resp.raise_for_status()
html = resp.text
except Exception as exc:
logger.warning("[S3-scrape] HTTP fetch failed: %s", exc)
return 0
match = re.search(r'"lengthSeconds"\s*:\s*"(\d+)"', html)
if match:
duration = int(match.group(1))
logger.info("[S3a-regex-quoted] duration=%ds", duration)
return duration
match = re.search(r'"approxDurationMs"\s*:\s*"(\d+)"', html)
if match:
duration = int(match.group(1)) // 1000
logger.info("[S3b-approxMs] duration=%ds", duration)
return duration
match = re.search(
r"var\s+ytInitialPlayerResponse\s*=\s*(\{.*?\})\s*;",
html,
re.DOTALL,
)
if match:
try:
data = json.loads(match.group(1))
seconds_str = data.get("videoDetails", {}).get("lengthSeconds", "")
if seconds_str and str(seconds_str).isdigit():
duration = int(seconds_str)
logger.info("[S3c-jsonParse] duration=%ds", duration)
return duration
except (json.JSONDecodeError, AttributeError) as exc:
logger.warning("[S3c-jsonParse] JSON decode failed: %s", exc)
return 0
def get_youtube_duration(
url: str,
preferred_duration: int = 0,
strategy: str | None = None,
) -> int:
"""Fetch YouTube duration in seconds using Supadata, then page scraping."""
video_id = _extract_video_id(url)
if preferred_duration > 0:
return preferred_duration
if video_id:
duration = _duration_via_supadata(video_id)
if duration > 0:
return duration
duration = _duration_via_html_scrape(url)
if duration > 0:
return duration
logger.warning("[duration] All strategies exhausted for: %s", url)
return 0
class GenerateNotesRequest(BaseModel):
youtube_url: HttpUrl
language: str = "en"
class TaskResponse(BaseModel):
task_id: str
status: str
message: str
class GeneratedNoteFile(BaseModel):
filename: str
title: str
created_at: float
size: int
@router.post("/generate", response_model=TaskResponse)
async def generate_note(
request: GenerateNotesRequest,
background_tasks: BackgroundTasks,
current_user: User = Depends(get_current_user),
):
task_id = str(uuid.uuid4())
user_id = current_user.id
tasks[task_id] = {
"status": "pending",
"message": "Initializing...",
"youtube_url": str(request.youtube_url),
"user_id": user_id,
"created_at": datetime.now(),
}
background_tasks.add_task(
process_video_task,
task_id,
str(request.youtube_url),
request.language,
user_id,
)
return TaskResponse(
task_id=task_id,
status="pending",
message="Generation started successfully.",
)
@router.get("/status/{task_id}")
async def get_task_status(task_id: str):
if task_id not in tasks:
raise HTTPException(status_code=404, detail="Task not found")
return tasks[task_id]
async def process_video_task(
task_id: str,
youtube_url: str,
language: str,
user_id: str,
):
downloader = YouTubeDownloader()
try:
video_id = _extract_video_id(youtube_url)
video_title = "YouTube Video"
_set_task_status(task_id, "validating_url", "Validating video URL...")
prefetched_duration = _duration_via_html_scrape(youtube_url)
_set_task_status(
task_id,
"extracting_content",
"Checking for available subtitles...",
)
try:
transcript_text = await asyncio.to_thread(
downloader.get_transcript,
youtube_url,
)
except Exception as transcript_exc:
logger.info("Subtitle transcript unavailable for task %s: %s", task_id, transcript_exc)
raise RuntimeError("This video does not have subtitles (CC). Cannot generate notes.")
_set_task_status(
task_id,
"transcript_ready",
"Transcript ready. Preparing summary...",
)
_set_task_status(
task_id,
"ai_processing",
"Generating intelligent summary...",
)
note_gen = NoteGenerator()
summary_json = note_gen.generateSummary(transcript_text, video_title)
resolved_video_title = video_title
if resolved_video_title == "YouTube Video":
resolved_video_title = str(summary_json.get("title") or resolved_video_title)
video_duration = get_youtube_duration(
youtube_url,
preferred_duration=prefetched_duration,
)
final_markdown = note_gen.format_final_notes(
note_gen.format_notes_to_markdown(summary_json),
resolved_video_title,
youtube_url,
video_duration,
detected_language=summary_json.get("detected_language", "English"),
)
segments = summary_json.get("segments", [])
key_points_list = [
seg["key_insight"]
for seg in segments
if isinstance(seg, dict) and seg.get("key_insight")
]
from src.categorization.topic_classifier import classify_topics
_set_task_status(
task_id,
"structuring_notes",
"Structuring notes and key points...",
)
raw_topics = summary_json.get("topics", [])
categories = classify_topics(raw_topics) if raw_topics else ["Education & Science"]
_set_task_status(task_id, "complete", "Generation completed successfully.")
tasks[task_id]["notes"] = final_markdown
tasks[task_id]["topics"] = categories
tasks[task_id]["category"] = categories
tasks[task_id]["keyPoints"] = key_points_list
tasks[task_id]["videoTitle"] = resolved_video_title
tasks[task_id]["thumbnail"] = (
f"https://img.youtube.com/vi/{video_id}/mqdefault.jpg" if video_id else ""
)
logger.info("Task %s completed successfully", task_id)
except Exception as exc:
logger.error("Task %s failed: %s", task_id, exc)
_set_task_status(task_id, "failed", str(exc))
@router.get("/generated", response_model=List[GeneratedNoteFile])
async def list_generated_notes():
notes = []
output_dir = settings.output_dir
if not output_dir.exists():
return []
for file_path in output_dir.glob("*_notes.md"):
stats = file_path.stat()
notes.append(
GeneratedNoteFile(
filename=file_path.name,
title=file_path.name.replace("_notes.md", ""),
created_at=stats.st_mtime,
size=stats.st_size,
)
)
notes.sort(key=lambda item: item.created_at, reverse=True)
return notes
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