Spaces:
Sleeping
Sleeping
Commit ·
3fd898e
1
Parent(s): 8ff58c6
finalising
Browse files- config/redis.py +225 -0
- main.py +50 -7
- requirements.txt +4 -1
config/redis.py
ADDED
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@@ -0,0 +1,225 @@
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| 1 |
+
"""
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+
Redis Connection Utility
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+
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Provides Redis client with connection pooling and helper methods for caching.
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Falls back gracefully when Redis is unavailable.
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"""
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+
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import os
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import logging
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import hashlib
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import json
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from typing import Optional, Any
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from redis import Redis, ConnectionPool, RedisError
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logger = logging.getLogger(__name__)
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# Redis configuration from environment
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REDIS_URL = os.getenv("REDIS_URL", "redis://localhost:6379")
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DEFAULT_TTL = 86400 # 24 hours in seconds
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# Global connection pool
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_redis_pool: Optional[ConnectionPool] = None
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_redis_client: Optional[Redis] = None
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def get_redis_client() -> Optional[Redis]:
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"""
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Get Redis client with connection pooling.
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Returns None if Redis is unavailable.
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"""
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global _redis_pool, _redis_client
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if _redis_client is not None:
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return _redis_client
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try:
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if _redis_pool is None:
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_redis_pool = ConnectionPool.from_url(
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REDIS_URL,
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max_connections=10,
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decode_responses=True,
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socket_timeout=5,
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socket_connect_timeout=5
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)
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_redis_client = Redis(connection_pool=_redis_pool)
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# Test connection
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_redis_client.ping()
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logger.info(f"Redis connected successfully at {REDIS_URL}")
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return _redis_client
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except RedisError as e:
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logger.warning(f"Redis connection failed: {e}. Caching will be disabled.")
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return None
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except Exception as e:
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logger.error(f"Unexpected error connecting to Redis: {e}")
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return None
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def generate_cache_key(prefix: str, data: dict) -> str:
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"""
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Generate a consistent cache key from a data dictionary.
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Args:
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prefix: Key prefix (e.g., "triage", "prediction")
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data: Dictionary containing the data to hash
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Returns:
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Cache key string
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"""
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# Create a stable JSON representation
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json_str = json.dumps(data, sort_keys=True, separators=(',', ':'))
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# Generate SHA256 hash
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hash_obj = hashlib.sha256(json_str.encode('utf-8'))
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hash_hex = hash_obj.hexdigest()[:16] # Use first 16 chars
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return f"{prefix}:{hash_hex}"
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def cache_get(key: str) -> Optional[Any]:
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"""
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Get value from Redis cache.
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Args:
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key: Cache key
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Returns:
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Cached value (parsed from JSON) or None if not found or error
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"""
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client = get_redis_client()
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if client is None:
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return None
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try:
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value = client.get(key)
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if value is None:
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return None
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# Parse JSON
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return json.loads(value)
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except RedisError as e:
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logger.warning(f"Redis get error for key '{key}': {e}")
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return None
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except json.JSONDecodeError as e:
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logger.error(f"Failed to decode cached value for key '{key}': {e}")
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return None
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except Exception as e:
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logger.error(f"Unexpected error getting cache key '{key}': {e}")
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return None
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def cache_set(key: str, value: Any, ttl: int = DEFAULT_TTL) -> bool:
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"""
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Set value in Redis cache with TTL.
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Args:
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key: Cache key
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value: Value to cache (will be JSON serialized)
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ttl: Time to live in seconds (default: 24 hours)
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Returns:
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True if successful, False otherwise
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"""
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client = get_redis_client()
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if client is None:
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return False
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try:
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# Serialize to JSON
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json_value = json.dumps(value)
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# Set with expiration
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client.setex(key, ttl, json_value)
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logger.debug(f"Cached key '{key}' with TTL {ttl}s")
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return True
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except RedisError as e:
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logger.warning(f"Redis set error for key '{key}': {e}")
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return False
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except (TypeError, ValueError) as e:
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logger.error(f"Failed to serialize value for key '{key}': {e}")
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return False
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except Exception as e:
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logger.error(f"Unexpected error setting cache key '{key}': {e}")
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return False
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def cache_delete(key: str) -> bool:
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"""
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Delete value from Redis cache.
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Args:
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key: Cache key
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Returns:
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True if successful, False otherwise
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"""
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client = get_redis_client()
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if client is None:
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return False
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try:
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client.delete(key)
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logger.debug(f"Deleted cache key '{key}'")
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return True
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except RedisError as e:
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logger.warning(f"Redis delete error for key '{key}': {e}")
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return False
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except Exception as e:
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logger.error(f"Unexpected error deleting cache key '{key}': {e}")
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return False
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def cache_exists(key: str) -> bool:
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"""
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Check if key exists in Redis cache.
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Args:
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key: Cache key
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Returns:
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True if key exists, False otherwise
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"""
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client = get_redis_client()
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| 189 |
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if client is None:
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return False
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try:
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return client.exists(key) > 0
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| 195 |
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except RedisError as e:
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logger.warning(f"Redis exists error for key '{key}': {e}")
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return False
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except Exception as e:
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logger.error(f"Unexpected error checking cache key '{key}': {e}")
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return False
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def get_cache_stats() -> dict:
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"""
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Get Redis cache statistics.
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Returns:
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Dictionary with cache stats or empty dict if unavailable
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"""
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client = get_redis_client()
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if client is None:
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return {"status": "unavailable"}
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try:
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info = client.info("stats")
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return {
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"status": "connected",
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"total_keys": client.dbsize(),
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"hits": info.get("keyspace_hits", 0),
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"misses": info.get("keyspace_misses", 0),
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"evicted_keys": info.get("evicted_keys", 0),
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}
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except RedisError as e:
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logger.warning(f"Failed to get cache stats: {e}")
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return {"status": "error", "error": str(e)}
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main.py
CHANGED
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@@ -10,8 +10,11 @@ Designed for Hugging Face Spaces deployment.
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import logging
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import os
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from contextlib import asynccontextmanager
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-
from fastapi import FastAPI, HTTPException, Request
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from fastapi.middleware.cors import CORSMiddleware
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from pydantic import BaseModel
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from typing import List, Dict, Any, Optional
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from datetime import datetime, timezone
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@@ -167,13 +170,38 @@ async def root():
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# =============================================================================
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@app.post("/triage")
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async def triage_issue(request: TriageRequest):
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"""
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Classify and triage a GitHub issue using AI.
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Passes directly to ai_triage_service.classify_issue()
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"""
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try:
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# Create Issue object matching the original service expectation
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issue = Issue(
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id=request.id or "temp-id",
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isPR=request.isPR
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)
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result = await ai_triage_service.classify_issue(issue)
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return result
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except Exception as e:
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logger.error(f"Triage error: {e}")
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@@ -199,11 +237,12 @@ async def triage_issue(request: TriageRequest):
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# =============================================================================
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@app.post("/chat")
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-
async def chat(request: ChatRequest):
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"""
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AI chat endpoint for general assistance.
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Passes directly to ai_chat_service.chat()
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"""
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try:
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response = await ai_chat_service.chat(
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@@ -222,11 +261,12 @@ async def chat(request: ChatRequest):
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# =============================================================================
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@app.post("/rag/chat")
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async def rag_chat(request: RAGChatRequest):
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"""
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Answer questions using RAG (Retrieval-Augmented Generation).
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Passes directly to rag_chatbot_service.answer_question()
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"""
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try:
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result = await rag_chatbot_service.answer_question(
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@@ -242,11 +282,12 @@ async def rag_chat(request: RAGChatRequest):
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@app.post("/rag/index")
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-
async def rag_index(request: RAGIndexRequest):
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"""
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Index a repository for RAG search.
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Passes directly to rag_chatbot_service.index_repository()
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"""
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try:
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result = await rag_chatbot_service.index_repository(
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@@ -275,11 +316,12 @@ async def rag_suggestions(repo_name: Optional[str] = None):
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# =============================================================================
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@app.post("/mentor-match")
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-
async def mentor_match(request: MentorMatchRequest):
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"""
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Find mentor matches for a user.
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Passes directly to mentor_matching_service.find_mentors_for_user()
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"""
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try:
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matches = mentor_matching_service.find_mentors_for_user(
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# =============================================================================
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@app.post("/hype")
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| 302 |
-
async def generate_hype(request: HypeRequest):
|
| 303 |
"""
|
| 304 |
Generate hype/celebration message for a PR.
|
| 305 |
|
| 306 |
Passes directly to hype_generator_service.generate_hype()
|
|
|
|
| 307 |
"""
|
| 308 |
try:
|
| 309 |
result = hype_generator_service.generate_hype(
|
|
|
|
| 10 |
import logging
|
| 11 |
import os
|
| 12 |
from contextlib import asynccontextmanager
|
| 13 |
+
from fastapi import FastAPI, HTTPException, Request, Depends
|
| 14 |
from fastapi.middleware.cors import CORSMiddleware
|
| 15 |
+
|
| 16 |
+
# Import authentication middleware
|
| 17 |
+
from middleware import require_api_key_or_auth, get_optional_user
|
| 18 |
from pydantic import BaseModel
|
| 19 |
from typing import List, Dict, Any, Optional
|
| 20 |
from datetime import datetime, timezone
|
|
|
|
| 170 |
# =============================================================================
|
| 171 |
|
| 172 |
@app.post("/triage")
|
| 173 |
+
async def triage_issue(request: TriageRequest, auth: dict = Depends(require_api_key_or_auth)):
|
| 174 |
"""
|
| 175 |
Classify and triage a GitHub issue using AI.
|
| 176 |
|
| 177 |
Passes directly to ai_triage_service.classify_issue()
|
| 178 |
+
Requires authentication (API key or JWT token).
|
| 179 |
+
|
| 180 |
+
Implements Redis caching with 24-hour TTL.
|
| 181 |
"""
|
| 182 |
try:
|
| 183 |
+
# Import Redis utilities (lazy import to avoid startup dependencies)
|
| 184 |
+
from config.redis import generate_cache_key, cache_get, cache_set
|
| 185 |
+
|
| 186 |
+
# Generate cache key from request data
|
| 187 |
+
cache_data = {
|
| 188 |
+
"title": request.title,
|
| 189 |
+
"body": request.body or "",
|
| 190 |
+
"isPR": request.isPR
|
| 191 |
+
}
|
| 192 |
+
cache_key = generate_cache_key("triage", cache_data)
|
| 193 |
+
|
| 194 |
+
# Check cache first
|
| 195 |
+
cached_result = cache_get(cache_key)
|
| 196 |
+
if cached_result is not None:
|
| 197 |
+
logger.info(f"Cache HIT for triage request: {cache_key}")
|
| 198 |
+
# Add cache metadata
|
| 199 |
+
cached_result["_cached"] = True
|
| 200 |
+
cached_result["_cache_key"] = cache_key
|
| 201 |
+
return cached_result
|
| 202 |
+
|
| 203 |
+
logger.info(f"Cache MISS for triage request: {cache_key}")
|
| 204 |
+
|
| 205 |
# Create Issue object matching the original service expectation
|
| 206 |
issue = Issue(
|
| 207 |
id=request.id or "temp-id",
|
|
|
|
| 215 |
isPR=request.isPR
|
| 216 |
)
|
| 217 |
|
| 218 |
+
# Call AI service (cache miss)
|
| 219 |
result = await ai_triage_service.classify_issue(issue)
|
| 220 |
+
|
| 221 |
+
# Cache the result with 24-hour TTL (86400 seconds)
|
| 222 |
+
cache_set(cache_key, result, ttl=86400)
|
| 223 |
+
logger.info(f"Cached triage result: {cache_key}")
|
| 224 |
+
|
| 225 |
+
# Add cache metadata
|
| 226 |
+
result["_cached"] = False
|
| 227 |
+
result["_cache_key"] = cache_key
|
| 228 |
+
|
| 229 |
return result
|
| 230 |
except Exception as e:
|
| 231 |
logger.error(f"Triage error: {e}")
|
|
|
|
| 237 |
# =============================================================================
|
| 238 |
|
| 239 |
@app.post("/chat")
|
| 240 |
+
async def chat(request: ChatRequest, auth: dict = Depends(require_api_key_or_auth)):
|
| 241 |
"""
|
| 242 |
AI chat endpoint for general assistance.
|
| 243 |
|
| 244 |
Passes directly to ai_chat_service.chat()
|
| 245 |
+
Requires authentication (API key or JWT token).
|
| 246 |
"""
|
| 247 |
try:
|
| 248 |
response = await ai_chat_service.chat(
|
|
|
|
| 261 |
# =============================================================================
|
| 262 |
|
| 263 |
@app.post("/rag/chat")
|
| 264 |
+
async def rag_chat(request: RAGChatRequest, auth: dict = Depends(require_api_key_or_auth)):
|
| 265 |
"""
|
| 266 |
Answer questions using RAG (Retrieval-Augmented Generation).
|
| 267 |
|
| 268 |
Passes directly to rag_chatbot_service.answer_question()
|
| 269 |
+
Requires authentication.
|
| 270 |
"""
|
| 271 |
try:
|
| 272 |
result = await rag_chatbot_service.answer_question(
|
|
|
|
| 282 |
|
| 283 |
|
| 284 |
@app.post("/rag/index")
|
| 285 |
+
async def rag_index(request: RAGIndexRequest, auth: dict = Depends(require_api_key_or_auth)):
|
| 286 |
"""
|
| 287 |
Index a repository for RAG search.
|
| 288 |
|
| 289 |
Passes directly to rag_chatbot_service.index_repository()
|
| 290 |
+
Requires authentication.
|
| 291 |
"""
|
| 292 |
try:
|
| 293 |
result = await rag_chatbot_service.index_repository(
|
|
|
|
| 316 |
# =============================================================================
|
| 317 |
|
| 318 |
@app.post("/mentor-match")
|
| 319 |
+
async def mentor_match(request: MentorMatchRequest, auth: dict = Depends(require_api_key_or_auth)):
|
| 320 |
"""
|
| 321 |
Find mentor matches for a user.
|
| 322 |
|
| 323 |
Passes directly to mentor_matching_service.find_mentors_for_user()
|
| 324 |
+
Requires authentication.
|
| 325 |
"""
|
| 326 |
try:
|
| 327 |
matches = mentor_matching_service.find_mentors_for_user(
|
|
|
|
| 341 |
# =============================================================================
|
| 342 |
|
| 343 |
@app.post("/hype")
|
| 344 |
+
async def generate_hype(request: HypeRequest, auth: dict = Depends(require_api_key_or_auth)):
|
| 345 |
"""
|
| 346 |
Generate hype/celebration message for a PR.
|
| 347 |
|
| 348 |
Passes directly to hype_generator_service.generate_hype()
|
| 349 |
+
Requires authentication.
|
| 350 |
"""
|
| 351 |
try:
|
| 352 |
result = hype_generator_service.generate_hype(
|
requirements.txt
CHANGED
|
@@ -44,6 +44,9 @@ asyncio-throttle>=1.0.2
|
|
| 44 |
# JWT Authentication
|
| 45 |
PyJWT>=2.8.0
|
| 46 |
|
|
|
|
|
|
|
|
|
|
| 47 |
# Turso (libsql) Database - try both package names
|
| 48 |
libsql-experimental>=0.0.55
|
| 49 |
-
libsql_client
|
|
|
|
| 44 |
# JWT Authentication
|
| 45 |
PyJWT>=2.8.0
|
| 46 |
|
| 47 |
+
# Redis Cache
|
| 48 |
+
redis>=5.0.0
|
| 49 |
+
|
| 50 |
# Turso (libsql) Database - try both package names
|
| 51 |
libsql-experimental>=0.0.55
|
| 52 |
+
libsql_client
|