1→""" 2→Genesis ClawdBot Enterprise Redis Client 3→========================================= 4→ 5→Production-grade Redis client for ClawdBot with: 6→- Elestio cloud configuration (proper ACL auth) 7→- Connection pooling for efficiency 8→- Circuit breaker for resilience 9→- Exponential backoff reconnection 10→- Both sync and async interfaces 11→- Health monitoring 12→ 13→Usage: 14→ from ClawdBot.redis_client_v2 import redis_client, async_redis_client 15→ 16→ # Sync operations 17→ redis_client.publish("genesis:observations", {"type": "test"}) 18→ 19→ # Async operations 20→ await async_redis_client.publish("genesis:observations", {"type": "test"}) 21→ 22→ # Health check 23→ if redis_client.is_connected(): 24→ print("Redis healthy") 25→ 26→Author: Genesis System 27→Version: 2.0.0 28→""" 29→ 30→import os 31→import sys 32→import json 33→import time 34→import asyncio 35→import logging 36→import threading 37→from typing import Optional, Dict, Any, Callable, List, Union 38→from dataclasses import dataclass, field 39→from functools import wraps 40→from datetime import datetime 41→ 42→import redis 43→from redis import Redis, ConnectionPool 44→from redis.asyncio import Redis as AsyncRedis 45→from redis.asyncio.connection import ConnectionPool as AsyncConnectionPool 46→from redis.exceptions import ( 47→ ConnectionError as RedisConnectionError, 48→ TimeoutError as RedisTimeoutError, 49→ AuthenticationError, 50→ ResponseError 51→) 52→ 53→# Add genesis-system and genesis-memory to path for elestio_config import 54→_genesis_root = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) 55→sys.path.insert(0, _genesis_root) 56→sys.path.insert(0, os.path.join(_genesis_root, "data", "genesis-memory")) 57→ 58→try: 59→ # Import directly from genesis-memory (hyphen in path requires direct import) 60→ import elestio_config 61→ get_redis_config = elestio_config.get_redis_config 62→ RedisConfig = elestio_config.RedisConfig 63→ ELESTIO_AVAILABLE = True 64→except ImportError as e: 65→ # Fallback if elestio_config not found 66→ ELESTIO_AVAILABLE = False 67→ get_redis_config = None 68→ RedisConfig = None 69→ 70→try: 71→ from core.circuit_breaker import CircuitBreaker, CircuitState 72→ CIRCUIT_BREAKER_AVAILABLE = True 73→except ImportError: 74→ CIRCUIT_BREAKER_AVAILABLE = False 75→ 76→# Logging configuration 77→logging.basicConfig( 78→ format='%(asctime)s - %(name)s - %(levelname)s - %(message)s', 79→ level=logging.INFO 80→) 81→logger = logging.getLogger("ClawdBotRedisV2") 82→ 83→ 84→@dataclass 85→class ConnectionStats: 86→ """Track connection health and statistics.""" 87→ total_operations: int = 0 88→ successful_operations: int = 0 89→ failed_operations: int = 0 90→ reconnections: int = 0 91→ last_success: Optional[datetime] = None 92→ last_failure: Optional[datetime] = None 93→ circuit_state: str = "closed" 94→ 95→ def record_success(self): 96→ self.total_operations += 1 97→ self.successful_operations += 1 98→ self.last_success = datetime.now() 99→ 100→ def record_failure(self): 101→ self.total_operations += 1 102→ self.failed_operations += 1 103→ self.last_failure = datetime.now() 104→ 105→ def to_dict(self) -> Dict: 106→ return { 107→ "total_operations": self.total_operations, 108→ "successful_operations": self.successful_operations, 109→ "failed_operations": self.failed_operations, 110→ "success_rate": self.successful_operations / max(1, self.total_operations), 111→ "reconnections": self.reconnections, 112→ "last_success": self.last_success.isoformat() if self.last_success else None, 113→ "last_failure": self.last_failure.isoformat() if self.last_failure else None, 114→ "circuit_state": self.circuit_state 115→ } 116→ 117→ 118→class ExponentialBackoff: 119→ """Exponential backoff with jitter for reconnection attempts.""" 120→ 121→ def __init__(self, base: float = 1.0, max_delay: float = 60.0, max_retries: int = 10): 122→ self.base = base 123→ self.max_delay = max_delay 124→ self.max_retries = max_retries 125→ self.attempts = 0 126→ 127→ def next_delay(self) -> float: 128→ """Calculate next delay with exponential backoff and jitter.""" 129→ import random 130→ if self.attempts >= self.max_retries: 131→ return self.max_delay 132→ 133→ delay = min(self.base * (2 ** self.attempts), self.max_delay) 134→ # Add jitter (0.5x to 1.5x) 135→ jitter = delay * (0.5 + random.random()) 136→ self.attempts += 1 137→ return jitter 138→ 139→ def reset(self): 140→ """Reset attempt counter after successful connection.""" 141→ self.attempts = 0 142→ 143→ 144→class ClawdBotRedisClientV2: 145→ """ 146→ Enterprise-grade Redis client for ClawdBot. 147→ 148→ Features: 149→ - Uses Elestio cloud configuration by default 150→ - Connection pooling (max_connections=50) 151→ - Circuit breaker pattern for resilience 152→ - Exponential backoff for reconnection 153→ - In-memory queue fallback during outages 154→ - Health monitoring and metrics 155→ """ 156→ 157→ def __init__( 158→ self, 159→ use_elestio: bool = True, 160→ max_connections: int = 50, 161→ socket_timeout: float = 5.0, 162→ socket_connect_timeout: float = 5.0, 163→ health_check_interval: int = 30, 164→ circuit_failure_threshold: int = 5, 165→ circuit_recovery_timeout: float = 30.0 166→ ): 167→ """ 168→ Initialize the Redis client. 169→ 170→ Args: 171→ use_elestio: Use Elestio cloud config (recommended) 172→ max_connections: Connection pool size 173→ socket_timeout: Timeout for operations 174→ socket_connect_timeout: Timeout for connection 175→ health_check_interval: Seconds between health checks 176→ circuit_failure_threshold: Failures before circuit opens 177→ circuit_recovery_timeout: Seconds before trying again 178→ """ 179→ self.use_elestio = use_elestio 180→ self.max_connections = max_connections 181→ self.socket_timeout = socket_timeout 182→ self.socket_connect_timeout = socket_connect_timeout 183→ self.health_check_interval = health_check_interval 184→ 185→ # Connection configuration 186→ self._config = self._get_config() 187→ self._pool: Optional[ConnectionPool] = None 188→ self._client: Optional[Redis] = None 189→ self._pubsub = None 190→ self._pubsub_thread = None 191→ 192→ # Resilience components 193→ self._backoff = ExponentialBackoff() 194→ self._stats = ConnectionStats() 195→ self._fallback_queue: List[Dict] = [] 196→ self._fallback_lock = threading.Lock() 197→ 198→ # Circuit breaker 199→ if CIRCUIT_BREAKER_AVAILABLE: 200→ self._circuit = CircuitBreaker( 201→ name="clawdbot_redis", 202→ failure_threshold=circuit_failure_threshold, 203→ recovery_timeout=circuit_recovery_timeout, 204→ half_open_requests=2, 205→ exceptions=(RedisConnectionError, RedisTimeoutError, ConnectionError) 206→ ) 207→ else: 208→ self._circuit = None 209→ 210→ # Initialize connection 211→ self._initialize_connection() 212→ 213→ logger.info(f"ClawdBot Redis Client V2 initialized - Elestio: {use_elestio}") 214→ 215→ def _get_config(self) -> Dict[str, Any]: 216→ """Get Redis configuration from Elestio or environment.""" 217→ if self.use_elestio and ELESTIO_AVAILABLE: 218→ config = get_redis_config() 219→ return { 220→ "host": config.host, 221→ "port": config.port, 222→ "username": config.user, # CRITICAL: ACL auth requires username 223→ "password": config.password, 224→ "decode_responses": True 225→ } 226→ else: 227→ # Fallback to environment variables 228→ return { 229→ "host": os.getenv("GENESIS_REDIS_HOST", os.getenv("REDIS_HOST", "localhost")), 230→ "port": int(os.getenv("GENESIS_REDIS_PORT", os.getenv("REDIS_PORT", "6379"))), 231→ "username": os.getenv("GENESIS_REDIS_USER", os.getenv("REDIS_USER", "default")), 232→ "password": os.getenv("GENESIS_REDIS_PASSWORD", os.getenv("REDIS_PASSWORD", None)), 233→ "decode_responses": True 234→ } 235→ 236→ def _initialize_connection(self): 237→ """Initialize Redis connection with pooling.""" 238→ try: 239→ self._pool = ConnectionPool( 240→ host=self._config["host"], 241→ port=self._config["port"], 242→ username=self._config.get("username"), 243→ password=self._config.get("password"), 244→ decode_responses=self._config.get("decode_responses", True), 245→ max_connections=self.max_connections, 246→ socket_timeout=self.socket_timeout, 247→ socket_connect_timeout=self.socket_connect_timeout, 248→ health_check_interval=self.health_check_interval 249→ ) 250→ self._client = Redis(connection_pool=self._pool) 251→ 252→ # Test connection 253→ self._client.ping() 254→ self._backoff.reset() 255→ self._stats.record_success() 256→ 257→ logger.info(f"Connected to Redis at {self._config['host']}:{self._config['port']}") 258→ 259→ except Exception as e: 260→ self._stats.record_failure() 261→ logger.error(f"Failed to connect to Redis: {e}") 262→ raise 263→ 264→ def _reconnect(self) -> bool: 265→ """Attempt to reconnect with exponential backoff.""" 266→ delay = self._backoff.next_delay() 267→ logger.warning(f"Attempting reconnection in {delay:.2f}s...") 268→ time.sleep(delay) 269→ 270→ try: 271→ self._initialize_connection() 272→ self._stats.reconnections += 1 273→ logger.info("Reconnection successful") 274→ 275→ # Drain fallback queue 276→ self._drain_fallback_queue() 277→ return True 278→ 279→ except Exception as e: 280→ logger.error(f"Reconnection failed: {e}") 281→ return False 282→ 283→ def _drain_fallback_queue(self): 284→ """Publish queued messages after reconnection.""" 285→ with self._fallback_lock: 286→ if not self._fallback_queue: 287→ return 288→ 289→ logger.info(f"Draining {len(self._fallback_queue)} queued messages...") 290→ failed = [] 291→ 292→ for item in self._fallback_queue: 293→ try: 294→ self._client.publish(item["channel"], json.dumps(item["message"])) 295→ except Exception: 296→ failed.append(item) 297→ 298→ self._fallback_queue = failed 299→ if failed: 300→ logger.warning(f"{len(failed)} messages still in queue after drain") 301→ 302→ def _execute_with_resilience(self, operation: Callable, *args, **kwargs) -> Any: 303→ """Execute operation with circuit breaker and fallback.""" 304→ if self._circuit: 305→ # Update circuit state in stats 306→ self._stats.circuit_state = self._circuit.state.value if hasattr(self._circuit, 'state') else "unknown" 307→ 308→ # Check if circuit is open 309→ if hasattr(self._circuit, 'state') and self._circuit.state == CircuitState.OPEN: 310→ logger.warning("Circuit breaker OPEN - operation rejected") 311→ raise RedisConnectionError("Circuit breaker is open") 312→ 313→ try: 314→ result = operation(*args, **kwargs) 315→ self._stats.record_success() 316→ self._backoff.reset() 317→ return result 318→ 319→ except (RedisConnectionError, RedisTimeoutError, ConnectionError) as e: 320→ self._stats.record_failure() 321→ logger.error(f"Redis operation failed: {e}") 322→ 323→ # Attempt reconnection for non-transient errors 324→ if not self._reconnect(): 325→ raise 326→ 327→ # Retry operation after reconnection 328→ return operation(*args, **kwargs) 329→ 330→ # ==================== Core Operations ==================== 331→ 332→ def ping(self) -> bool: 333→ """Check if Redis is reachable.""" 334→ try: 335→ return self._execute_with_resilience(self._client.ping) 336→ except Exception: 337→ return False 338→ 339→ def is_connected(self) -> bool: 340→ """Check connection health.""" 341→ return self.ping() 342→ 343→ def publish(self, channel: str, message: Union[Dict, str]) -> int: 344→ """ 345→ Publish a message to a channel. 346→ 347→ Args: 348→ channel: Redis channel name 349→ message: Dict or string to publish 350→ 351→ Returns: 352→ Number of subscribers that received the message 353→ """ 354→ if isinstance(message, dict): 355→ message = json.dumps(message) 356→ 357→ try: 358→ return self._execute_with_resilience( 359→ self._client.publish, channel, message 360→ ) 361→ except Exception as e: 362→ # Fallback: queue message for later 363→ logger.warning(f"Publish failed, queuing message: {e}") 364→ with self._fallback_lock: 365→ self._fallback_queue.append({ 366→ "channel": channel, 367→ "message": json.loads(message) if isinstance(message, str) else message, 368→ "timestamp": datetime.now().isoformat() 369→ }) 370→ return 0 371→ 372→ def subscribe(self, channel: str, callback: Callable[[Dict], None]): 373→ """ 374→ Subscribe to a channel and run callback on messages. 375→ 376→ Args: 377→ channel: Redis channel to subscribe to 378→ callback: Function to call with parsed message dict 379→ """ 380→ if self._pubsub is None: 381→ self._pubsub = self._client.pubsub() 382→ 383→ def message_handler(message): 384→ if message['type'] == 'message': 385→ try: 386→ data = json.loads(message['data']) 387→ callback(data) 388→ except json.JSONDecodeError as e: 389→ logger.warning(f"Non-JSON message on {channel}: {e}") 390→ except Exception as e: 391→ logger.error(f"Callback error: {e}") 392→ 393→ self._pubsub.subscribe(**{channel: message_handler}) 394→ 395→ # Start listener thread if not already running 396→ if self._pubsub_thread is None or not self._pubsub_thread.is_alive(): 397→ self._pubsub_thread = self._pubsub.run_in_thread(sleep_time=0.01) 398→ logger.info(f"Subscribed to channel: {channel}") 399→ 400→ def unsubscribe(self, channel: str): 401→ """Unsubscribe from a channel.""" 402→ if self._pubsub: 403→ self._pubsub.unsubscribe(channel) 404→ logger.info(f"Unsubscribed from channel: {channel}") 405→ 406→ # ==================== Key-Value Operations ==================== 407→ 408→ def get(self, key: str) -> Optional[str]: 409→ """Get a value by key.""" 410→ return self._execute_with_resilience(self._client.get, key) 411→ 412→ def set(self, key: str, value: str, ex: Optional[int] = None) -> bool: 413→ """Set a key-value pair with optional expiry.""" 414→ return self._execute_with_resilience(self._client.set, key, value, ex=ex) 415→ 416→ def setex(self, key: str, seconds: int, value: str) -> bool: 417→ """Set a key with expiry in seconds.""" 418→ return self._execute_with_resilience(self._client.setex, key, seconds, value) 419→ 420→ def delete(self, *keys: str) -> int: 421→ """Delete one or more keys.""" 422→ return self._execute_with_resilience(self._client.delete, *keys) 423→ 424→ def exists(self, *keys: str) -> int: 425→ """Check if keys exist.""" 426→ return self._execute_with_resilience(self._client.exists, *keys) 427→ 428→ # ==================== Stream Operations ==================== 429→ 430→ def xadd(self, stream: str, fields: Dict, maxlen: Optional[int] = None) -> str: 431→ """Add an entry to a stream.""" 432→ return self._execute_with_resilience( 433→ self._client.xadd, stream, fields, maxlen=maxlen, approximate=True 434→ ) 435→ 436→ def xread(self, streams: Dict[str, str], count: int = 10, block: int = 0) -> List: 437→ """Read from one or more streams.""" 438→ return self._execute_with_resilience( 439→ self._client.xread, streams, count=count, block=block 440→ ) 441→ 442→ def xgroup_create(self, stream: str, group: str, mkstream: bool = True) -> bool: 443→ """Create a consumer group.""" 444→ try: 445→ return self._execute_with_resilience( 446→ self._client.xgroup_create, stream, group, id='0', mkstream=mkstream 447→ ) 448→ except ResponseError as e: 449→ if "BUSYGROUP" in str(e): 450→ logger.info(f"Consumer group {group} already exists") 451→ return True 452→ raise 453→ 454→ def xreadgroup( 455→ self, 456→ group: str, 457→ consumer: str, 458→ streams: Dict[str, str], 459→ count: int = 10, 460→ block: int = 5000 461→ ) -> List: 462→ """Read from streams as part of a consumer group.""" 463→ return self._execute_with_resilience( 464→ self._client.xreadgroup, group, consumer, streams, count=count, block=block 465→ ) 466→ 467→ def xack(self, stream: str, group: str, *message_ids: str) -> int: 468→ """Acknowledge message processing.""" 469→ return self._execute_with_resilience( 470→ self._client.xack, stream, group, *message_ids 471→ ) 472→ 473→ def xautoclaim( 474→ self, 475→ stream: str, 476→ group: str, 477→ consumer: str, 478→ min_idle_time: int = 60000, 479→ start_id: str = "0-0", 480→ count: int = 10 481→ ) -> tuple: 482→ """Claim abandoned messages.""" 483→ return self._execute_with_resilience( 484→ self._client.xautoclaim, stream, group, consumer, min_idle_time, 485→ start_id=start_id, count=count 486→ ) 487→ 488→ # ==================== Set Operations ==================== 489→ 490→ def sadd(self, key: str, *values: str) -> int: 491→ """Add members to a set.""" 492→ return self._execute_with_resilience(self._client.sadd, key, *values) 493→ 494→ def sismember(self, key: str, value: str) -> bool: 495→ """Check if value is member of set.""" 496→ return self._execute_with_resilience(self._client.sismember, key, value) 497→ 498→ def expire(self, key: str, seconds: int) -> bool: 499→ """Set TTL on a key.""" 500→ return self._execute_with_resilience(self._client.expire, key, seconds) 501→ 502→ # ==================== Health & Metrics ==================== 503→ 504→ def get_stats(self) -> Dict: 505→ """Get connection statistics.""" 506→ return self._stats.to_dict() 507→ 508→ def get_fallback_queue_size(self) -> int: 509→ """Get number of messages in fallback queue.""" 510→ with self._fallback_lock: 511→ return len(self._fallback_queue) 512→ 513→ def get_config_info(self) -> Dict: 514→ """Get connection configuration (without password).""" 515→ return { 516→ "host": self._config["host"], 517→ "port": self._config["port"], 518→ "username": self._config.get("username", "N/A"), 519→ "using_elestio": self.use_elestio and ELESTIO_AVAILABLE, 520→ "pool_size": self.max_connections 521→ } 522→ 523→ # ==================== Cleanup ==================== 524→ 525→ def close(self): 526→ """Close the Redis connection.""" 527→ try: 528→ if self._pubsub_thread and self._pubsub_thread.is_alive(): 529→ self._pubsub_thread.stop() 530→ if self._pubsub: 531→ self._pubsub.close() 532→ if self._client: 533→ self._client.close() 534→ if self._pool: 535→ self._pool.disconnect() 536→ logger.info("Redis connection closed") 537→ except Exception as e: 538→ logger.error(f"Error closing connection: {e}") 539→ 540→ 541→class AsyncClawdBotRedisClient: 542→ """ 543→ Async version of the Redis client for ClawdBot. 544→ 545→ Uses the same configuration as sync client but provides async interface. 546→ """ 547→ 548→ def __init__(self, use_elestio: bool = True, max_connections: int = 50): 549→ self.use_elestio = use_elestio 550→ self.max_connections = max_connections 551→ self._config = self._get_config() 552→ self._client: Optional[AsyncRedis] = None 553→ self._pool: Optional[AsyncConnectionPool] = None 554→ self._stats = ConnectionStats() 555→ 556→ def _get_config(self) -> Dict[str, Any]: 557→ """Get Redis configuration.""" 558→ if self.use_elestio and ELESTIO_AVAILABLE: 559→ config = get_redis_config() 560→ return { 561→ "host": config.host, 562→ "port": config.port, 563→ "username": config.user, 564→ "password": config.password, 565→ "decode_responses": True 566→ } 567→ else: 568→ return { 569→ "host": os.getenv("GENESIS_REDIS_HOST", os.getenv("REDIS_HOST", "localhost")), 570→ "port": int(os.getenv("GENESIS_REDIS_PORT", os.getenv("REDIS_PORT", "6379"))), 571→ "username": os.getenv("GENESIS_REDIS_USER", "default"), 572→ "password": os.getenv("GENESIS_REDIS_PASSWORD", None), 573→ "decode_responses": True 574→ } 575→ 576→ async def connect(self): 577→ """Initialize async connection.""" 578→ self._pool = AsyncConnectionPool( 579→ host=self._config["host"], 580→ port=self._config["port"], 581→ username=self._config.get("username"), 582→ password=self._config.get("password"), 583→ decode_responses=True, 584→ max_connections=self.max_connections 585→ ) 586→ self._client = AsyncRedis(connection_pool=self._pool) 587→ await self._client.ping() 588→ logger.info(f"Async Redis connected to {self._config['host']}:{self._config['port']}") 589→ 590→ async def ping(self) -> bool: 591→ """Check connection.""" 592→ try: 593→ return await self._client.ping() 594→ except Exception: 595→ return False 596→ 597→ async def is_connected(self) -> bool: 598→ """Check health.""" 599→ return await self.ping() 600→ 601→ async def publish(self, channel: str, message: Union[Dict, str]) -> int: 602→ """Publish message async.""" 603→ if isinstance(message, dict): 604→ message = json.dumps(message) 605→ self._stats.record_success() 606→ return await self._client.publish(channel, message) 607→ 608→ async def get(self, key: str) -> Optional[str]: 609→ """Get value async.""" 610→ return await self._client.get(key) 611→ 612→ async def set(self, key: str, value: str, ex: Optional[int] = None) -> bool: 613→ """Set value async.""" 614→ return await self._client.set(key, value, ex=ex) 615→ 616→ async def setex(self, key: str, seconds: int, value: str) -> bool: 617→ """Set with expiry async.""" 618→ return await self._client.setex(key, seconds, value) 619→ 620→ async def xadd(self, stream: str, fields: Dict, maxlen: Optional[int] = None) -> str: 621→ """Add to stream async.""" 622→ return await self._client.xadd(stream, fields, maxlen=maxlen, approximate=True) 623→ 624→ async def xreadgroup( 625→ self, group: str, consumer: str, streams: Dict[str, str], 626→ count: int = 10, block: int = 5000 627→ ) -> List: 628→ """Read from consumer group async.""" 629→ return await self._client.xreadgroup(group, consumer, streams, count=count, block=block) 630→ 631→ async def xack(self, stream: str, group: str, *message_ids: str) -> int: 632→ """Acknowledge message async.""" 633→ return await self._client.xack(stream, group, *message_ids) 634→ 635→ async def close(self): 636→ """Close async connection.""" 637→ if self._client: 638→ await self._client.close() 639→ if self._pool: 640→ await self._pool.disconnect() 641→ 642→ 643→# ==================== Singleton Instances ==================== 644→ 645→# Sync client - primary interface 646→redis_client = ClawdBotRedisClientV2(use_elestio=True) 647→ 648→# Async client - for async contexts 649→async_redis_client = AsyncClawdBotRedisClient(use_elestio=True) 650→ 651→ 652→# ==================== Test Function ==================== 653→ 654→def test_connection(): 655→ """Test Redis connection and display status.""" 656→ print("\n" + "=" * 50) 657→ print("ClawdBot Redis Client V2 - Connection Test") 658→ print("=" * 50) 659→ 660→ # Config info 661→ config = redis_client.get_config_info() 662→ print(f"\nConfiguration:") 663→ print(f" Host: {config['host']}") 664→ print(f" Port: {config['port']}") 665→ print(f" Username: {config['username']}") 666→ print(f" Using Elestio: {config['using_elestio']}") 667→ print(f" Pool Size: {config['pool_size']}") 668→ 669→ # Connection test 670→ print(f"\nConnection Test:") 671→ if redis_client.is_connected(): 672→ print(" Status: CONNECTED") 673→ 674→ # Publish/subscribe test 675→ test_channel = "genesis:test" 676→ test_msg = {"type": "test", "timestamp": datetime.now().isoformat()} 677→ subscribers = redis_client.publish(test_channel, test_msg) 678→ print(f" Publish Test: OK ({subscribers} subscribers)") 679→ 680→ else: 681→ print(" Status: DISCONNECTED") 682→ 683→ # Stats 684→ stats = redis_client.get_stats() 685→ print(f"\nStatistics:") 686→ print(f" Total Operations: {stats['total_operations']}") 687→ print(f" Success Rate: {stats['success_rate']:.1%}") 688→ print(f" Reconnections: {stats['reconnections']}") 689→ print(f" Circuit State: {stats['circuit_state']}") 690→ print(f" Fallback Queue: {redis_client.get_fallback_queue_size()} messages") 691→ 692→ print("\n" + "=" * 50) 693→ 694→ 695→if __name__ == "__main__": 696→ test_connection() 697→ Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.