230 lines
9.9 KiB
Python
230 lines
9.9 KiB
Python
"""
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Task Management System for Blog Writer API
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Handles background task execution, status tracking, and progress updates
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for research and outline generation operations.
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"""
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import asyncio
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import uuid
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from datetime import datetime
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from typing import Any, Dict, List
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from loguru import logger
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from models.blog_models import (
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BlogResearchRequest,
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BlogOutlineRequest,
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MediumBlogGenerateRequest,
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MediumBlogGenerateResult,
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)
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from services.blog_writer.blog_service import BlogWriterService
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class TaskManager:
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"""Manages background tasks for research and outline generation."""
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def __init__(self):
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self.task_storage: Dict[str, Dict[str, Any]] = {}
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self.service = BlogWriterService()
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def cleanup_old_tasks(self):
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"""Remove tasks older than 1 hour to prevent memory leaks."""
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current_time = datetime.now()
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tasks_to_remove = []
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for task_id, task_data in self.task_storage.items():
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if (current_time - task_data["created_at"]).total_seconds() > 3600: # 1 hour
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tasks_to_remove.append(task_id)
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for task_id in tasks_to_remove:
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del self.task_storage[task_id]
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def create_task(self, task_type: str = "general") -> str:
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"""Create a new task and return its ID."""
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task_id = str(uuid.uuid4())
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self.task_storage[task_id] = {
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"status": "pending",
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"created_at": datetime.now(),
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"result": None,
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"error": None,
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"progress_messages": [],
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"task_type": task_type
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}
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return task_id
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def get_task_status(self, task_id: str) -> Dict[str, Any]:
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"""Get the status of a task."""
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self.cleanup_old_tasks()
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if task_id not in self.task_storage:
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return None
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task = self.task_storage[task_id]
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response = {
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"task_id": task_id,
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"status": task["status"],
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"created_at": task["created_at"].isoformat(),
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"progress_messages": task.get("progress_messages", [])
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}
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if task["status"] == "completed":
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response["result"] = task["result"]
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elif task["status"] == "failed":
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response["error"] = task["error"]
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return response
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async def update_progress(self, task_id: str, message: str):
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"""Update progress message for a task."""
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if task_id in self.task_storage:
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if "progress_messages" not in self.task_storage[task_id]:
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self.task_storage[task_id]["progress_messages"] = []
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progress_entry = {
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"timestamp": datetime.now().isoformat(),
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"message": message
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}
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self.task_storage[task_id]["progress_messages"].append(progress_entry)
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# Keep only last 10 progress messages to prevent memory bloat
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if len(self.task_storage[task_id]["progress_messages"]) > 10:
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self.task_storage[task_id]["progress_messages"] = self.task_storage[task_id]["progress_messages"][-10:]
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logger.info(f"Progress update for task {task_id}: {message}")
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def start_research_task(self, request: BlogResearchRequest) -> str:
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"""Start a research operation and return a task ID."""
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task_id = self.create_task("research")
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# Start the research operation in the background
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asyncio.create_task(self._run_research_task(task_id, request))
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return task_id
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def start_outline_task(self, request: BlogOutlineRequest) -> str:
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"""Start an outline generation operation and return a task ID."""
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task_id = self.create_task("outline")
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# Start the outline generation operation in the background
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asyncio.create_task(self._run_outline_generation_task(task_id, request))
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return task_id
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def start_medium_generation_task(self, request: MediumBlogGenerateRequest) -> str:
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"""Start a medium (≤1000 words) full-blog generation task."""
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task_id = self.create_task("medium_generation")
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asyncio.create_task(self._run_medium_generation_task(task_id, request))
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return task_id
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async def _run_research_task(self, task_id: str, request: BlogResearchRequest):
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"""Background task to run research and update status with progress messages."""
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try:
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# Update status to running
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self.task_storage[task_id]["status"] = "running"
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self.task_storage[task_id]["progress_messages"] = []
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# Send initial progress message
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await self.update_progress(task_id, "🔍 Starting research operation...")
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# Check cache first
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await self.update_progress(task_id, "📋 Checking cache for existing research...")
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# Run the actual research with progress updates
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result = await self.service.research_with_progress(request, task_id)
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# Check if research failed gracefully
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if not result.success:
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await self.update_progress(task_id, f"❌ Research failed: {result.error_message or 'Unknown error'}")
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self.task_storage[task_id]["status"] = "failed"
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self.task_storage[task_id]["error"] = result.error_message or "Research failed"
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else:
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await self.update_progress(task_id, f"✅ Research completed successfully! Found {len(result.sources)} sources and {len(result.search_queries or [])} search queries.")
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# Update status to completed
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self.task_storage[task_id]["status"] = "completed"
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self.task_storage[task_id]["result"] = result.dict()
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except Exception as e:
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await self.update_progress(task_id, f"❌ Research failed with error: {str(e)}")
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# Update status to failed
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self.task_storage[task_id]["status"] = "failed"
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self.task_storage[task_id]["error"] = str(e)
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# Ensure we always send a final completion message
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finally:
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if task_id in self.task_storage:
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current_status = self.task_storage[task_id]["status"]
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if current_status not in ["completed", "failed"]:
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# Force completion if somehow we didn't set a final status
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await self.update_progress(task_id, "⚠️ Research operation completed with unknown status")
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self.task_storage[task_id]["status"] = "failed"
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self.task_storage[task_id]["error"] = "Research completed with unknown status"
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async def _run_outline_generation_task(self, task_id: str, request: BlogOutlineRequest):
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"""Background task to run outline generation and update status with progress messages."""
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try:
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# Update status to running
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self.task_storage[task_id]["status"] = "running"
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self.task_storage[task_id]["progress_messages"] = []
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# Send initial progress message
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await self.update_progress(task_id, "🧩 Starting outline generation...")
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# Run the actual outline generation with progress updates
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result = await self.service.generate_outline_with_progress(request, task_id)
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# Update status to completed
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await self.update_progress(task_id, f"✅ Outline generated successfully! Created {len(result.outline)} sections with {len(result.title_options)} title options.")
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self.task_storage[task_id]["status"] = "completed"
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self.task_storage[task_id]["result"] = result.dict()
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except Exception as e:
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await self.update_progress(task_id, f"❌ Outline generation failed: {str(e)}")
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# Update status to failed
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self.task_storage[task_id]["status"] = "failed"
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self.task_storage[task_id]["error"] = str(e)
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async def _run_medium_generation_task(self, task_id: str, request: MediumBlogGenerateRequest):
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"""Background task to generate a medium blog using a single structured JSON call."""
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try:
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self.task_storage[task_id]["status"] = "running"
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self.task_storage[task_id]["progress_messages"] = []
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await self.update_progress(task_id, "📦 Packaging outline and metadata...")
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# Basic guard: respect global target words
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total_target = int(request.globalTargetWords or 1000)
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if total_target > 1000:
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raise ValueError("Global target words exceed 1000; medium generation not allowed")
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result: MediumBlogGenerateResult = await self.service.generate_medium_blog_with_progress(
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request,
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task_id,
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)
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if not result or not getattr(result, "sections", None):
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raise ValueError("Empty generation result from model")
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# Check if result came from cache
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cache_hit = getattr(result, 'cache_hit', False)
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if cache_hit:
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await self.update_progress(task_id, "⚡ Found cached content - loading instantly!")
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else:
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await self.update_progress(task_id, "🤖 Generated fresh content with AI...")
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await self.update_progress(task_id, "✨ Post-processing and assembling sections...")
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# Mark completed
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self.task_storage[task_id]["status"] = "completed"
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self.task_storage[task_id]["result"] = result.dict()
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await self.update_progress(task_id, f"✅ Generated {len(result.sections)} sections successfully.")
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except Exception as e:
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await self.update_progress(task_id, f"❌ Medium generation failed: {str(e)}")
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self.task_storage[task_id]["status"] = "failed"
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self.task_storage[task_id]["error"] = str(e)
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# Global task manager instance
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task_manager = TaskManager()
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