Spaces:
Sleeping
Sleeping
Deploy failsafe watchdog: app.py
Browse files
app.py
ADDED
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| 1 |
+
#!/usr/bin/env python3
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| 2 |
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"""
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| 3 |
+
🛡️ FAILSAFE WATCHDOG - Immortal Guardian Space
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| 4 |
+
Monitors Agent Zero workspace, auto-heals on failure, persists state via Mem0
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| 5 |
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Chimera Protocol: ZeroGPU/FreeCPU only - no credit consumption
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| 6 |
+
"""
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| 7 |
+
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| 8 |
+
import os
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| 9 |
+
import sys
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| 10 |
+
import json
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| 11 |
+
import time
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| 12 |
+
import hashlib
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| 13 |
+
import asyncio
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| 14 |
+
import threading
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| 15 |
+
import requests
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| 16 |
+
from datetime import datetime, timedelta
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| 17 |
+
from typing import Dict, List, Optional, Any
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| 18 |
+
from dataclasses import dataclass, asdict
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| 19 |
+
from pathlib import Path
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| 20 |
+
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| 21 |
+
import gradio as gr
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| 22 |
+
from huggingface_hub import HfApi
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| 23 |
+
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| 24 |
+
# Optional: Mem0 for persistent memory
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| 25 |
+
try:
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| 26 |
+
from mem0 import Memory
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| 27 |
+
MEM0_AVAILABLE = True
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| 28 |
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except ImportError:
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| 29 |
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MEM0_AVAILABLE = False
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| 30 |
+
print("⚠️ Mem0 not installed - using local JSON fallback")
|
| 31 |
+
|
| 32 |
+
# Configuration
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| 33 |
+
WATCHDOG_CONFIG = {
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| 34 |
+
"target_workspace": "ScottzillaSystems/agent-zero",
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| 35 |
+
"check_interval": 30, # seconds
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| 36 |
+
"failure_threshold": 3,
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| 37 |
+
"mem0_enabled": True,
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| 38 |
+
"self_heal_enabled": True,
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| 39 |
+
"backup_watchdog_count": 2,
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| 40 |
+
"hf_token": os.environ.get("HF_TOKEN"),
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| 41 |
+
"mem0_api_key": os.environ.get("MEM0_API_KEY")
|
| 42 |
+
}
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| 43 |
+
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| 44 |
+
@dataclass
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| 45 |
+
class HealthCheck:
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| 46 |
+
timestamp: str
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| 47 |
+
status: str # healthy, degraded, failed
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| 48 |
+
latency_ms: float
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| 49 |
+
error_patterns: List[str]
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| 50 |
+
action_taken: Optional[str] = None
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| 51 |
+
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| 52 |
+
class Mem0Persistence:
|
| 53 |
+
"""Cross-restart memory via Mem0 or local fallback"""
|
| 54 |
+
|
| 55 |
+
def __init__(self, api_key: Optional[str] = None):
|
| 56 |
+
self.api_key = api_key or os.environ.get("MEM0_API_KEY")
|
| 57 |
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self.user_id = "failsafe_watchdog"
|
| 58 |
+
|
| 59 |
+
if MEM0_AVAILABLE and self.api_key:
|
| 60 |
+
try:
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| 61 |
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self.memory = Memory(api_key=self.api_key)
|
| 62 |
+
self.mode = "mem0_cloud"
|
| 63 |
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print("✅ Mem0 cloud persistence active")
|
| 64 |
+
except Exception as e:
|
| 65 |
+
print(f"⚠️ Mem0 init failed: {e}, using local fallback")
|
| 66 |
+
self.mode = "local_json"
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| 67 |
+
else:
|
| 68 |
+
self.mode = "local_json"
|
| 69 |
+
print("✅ Local JSON persistence active")
|
| 70 |
+
|
| 71 |
+
self.local_path = Path("/data/watchdog_memory.json")
|
| 72 |
+
self._ensure_local_storage()
|
| 73 |
+
|
| 74 |
+
def _ensure_local_storage(self):
|
| 75 |
+
if self.mode == "local_json":
|
| 76 |
+
self.local_path.parent.mkdir(parents=True, exist_ok=True)
|
| 77 |
+
if not self.local_path.exists():
|
| 78 |
+
self.local_path.write_text(json.dumps({"incidents": [], "state": {}}))
|
| 79 |
+
|
| 80 |
+
def add(self, message: str, metadata: Dict = None):
|
| 81 |
+
"""Store memory entry"""
|
| 82 |
+
if self.mode == "mem0_cloud":
|
| 83 |
+
try:
|
| 84 |
+
self.memory.add(message, user_id=self.user_id, metadata=metadata or {})
|
| 85 |
+
return True
|
| 86 |
+
except Exception as e:
|
| 87 |
+
print(f"Mem0 add failed: {e}, falling back to local")
|
| 88 |
+
|
| 89 |
+
# Local fallback
|
| 90 |
+
data = json.loads(self.local_path.read_text())
|
| 91 |
+
data["incidents"].append({
|
| 92 |
+
"timestamp": datetime.utcnow().isoformat(),
|
| 93 |
+
"message": message,
|
| 94 |
+
"metadata": metadata or {}
|
| 95 |
+
})
|
| 96 |
+
self.local_path.write_text(json.dumps(data, indent=2))
|
| 97 |
+
return True
|
| 98 |
+
|
| 99 |
+
def search(self, query: str, limit: int = 10) -> List[Dict]:
|
| 100 |
+
"""Search memory"""
|
| 101 |
+
if self.mode == "mem0_cloud":
|
| 102 |
+
try:
|
| 103 |
+
return self.memory.search(query, user_id=self.user_id, limit=limit)
|
| 104 |
+
except Exception as e:
|
| 105 |
+
print(f"Mem0 search failed: {e}")
|
| 106 |
+
|
| 107 |
+
# Local fallback - simple text search
|
| 108 |
+
data = json.loads(self.local_path.read_text())
|
| 109 |
+
results = []
|
| 110 |
+
for incident in data["incidents"]:
|
| 111 |
+
if query.lower() in incident["message"].lower():
|
| 112 |
+
results.append(incident)
|
| 113 |
+
return results[-limit:]
|
| 114 |
+
|
| 115 |
+
def get_state(self) -> Dict:
|
| 116 |
+
"""Get current watchdog state"""
|
| 117 |
+
if self.mode == "local_json":
|
| 118 |
+
data = json.loads(self.local_path.read_text())
|
| 119 |
+
return data.get("state", {})
|
| 120 |
+
return {}
|
| 121 |
+
|
| 122 |
+
def save_state(self, state: Dict):
|
| 123 |
+
"""Save watchdog state"""
|
| 124 |
+
if self.mode == "local_json":
|
| 125 |
+
data = json.loads(self.local_path.read_text())
|
| 126 |
+
data["state"] = state
|
| 127 |
+
self.local_path.write_text(json.dumps(data, indent=2))
|
| 128 |
+
|
| 129 |
+
class WorkspaceMonitor:
|
| 130 |
+
"""Monitors Agent Zero workspace health"""
|
| 131 |
+
|
| 132 |
+
FAILURE_PATTERNS = {
|
| 133 |
+
"rate_limit": ["Key limit exceeded", "429", "quota exceeded", "rate limit"],
|
| 134 |
+
"fd_exhaustion": ["Too many open files", "EMFILE", "Errno 24"],
|
| 135 |
+
"memory_pressure": ["MemoryError", "OOM", "Killed process", "out of memory"],
|
| 136 |
+
"api_blackout": ["Connection refused", "Timeout", "Name resolution failed"],
|
| 137 |
+
"auth_failure": ["401", "403", "Unauthorized", "Invalid token"]
|
| 138 |
+
}
|
| 139 |
+
|
| 140 |
+
def __init__(self, target_space: str, hf_token: str):
|
| 141 |
+
self.target = target_space
|
| 142 |
+
self.hf_token = hf_token
|
| 143 |
+
self.api = HfApi(token=hf_token)
|
| 144 |
+
self.history: List[HealthCheck] = []
|
| 145 |
+
self.consecutive_failures = 0
|
| 146 |
+
|
| 147 |
+
async def check_health(self) -> HealthCheck:
|
| 148 |
+
"""Perform health check on target workspace"""
|
| 149 |
+
start = time.time()
|
| 150 |
+
error_patterns = []
|
| 151 |
+
status = "healthy"
|
| 152 |
+
action = None
|
| 153 |
+
|
| 154 |
+
try:
|
| 155 |
+
# Check HF Space runtime status
|
| 156 |
+
space_info = self.api.space_info(self.target)
|
| 157 |
+
runtime = getattr(space_info, 'runtime', {})
|
| 158 |
+
stage = runtime.get('stage', 'UNKNOWN')
|
| 159 |
+
|
| 160 |
+
if stage == 'RUNNING':
|
| 161 |
+
status = "healthy"
|
| 162 |
+
elif stage == 'BUILD_ERROR':
|
| 163 |
+
status = "failed"
|
| 164 |
+
error_patterns.append("build_error")
|
| 165 |
+
action = "trigger_rebuild"
|
| 166 |
+
elif stage == 'SLEEPING':
|
| 167 |
+
status = "degraded"
|
| 168 |
+
action = "wake_space"
|
| 169 |
+
else:
|
| 170 |
+
status = "degraded"
|
| 171 |
+
|
| 172 |
+
except Exception as e:
|
| 173 |
+
status = "failed"
|
| 174 |
+
error_msg = str(e).lower()
|
| 175 |
+
|
| 176 |
+
# Pattern matching
|
| 177 |
+
for pattern_type, patterns in self.FAILURE_PATTERNS.items():
|
| 178 |
+
if any(p.lower() in error_msg for p in patterns):
|
| 179 |
+
error_patterns.append(pattern_type)
|
| 180 |
+
|
| 181 |
+
if not error_patterns:
|
| 182 |
+
error_patterns.append("unknown")
|
| 183 |
+
|
| 184 |
+
action = self._determine_action(error_patterns)
|
| 185 |
+
|
| 186 |
+
latency = (time.time() - start) * 1000
|
| 187 |
+
|
| 188 |
+
check = HealthCheck(
|
| 189 |
+
timestamp=datetime.utcnow().isoformat(),
|
| 190 |
+
status=status,
|
| 191 |
+
latency_ms=latency,
|
| 192 |
+
error_patterns=error_patterns,
|
| 193 |
+
action_taken=action
|
| 194 |
+
)
|
| 195 |
+
|
| 196 |
+
self.history.append(check)
|
| 197 |
+
if len(self.history) > 100:
|
| 198 |
+
self.history = self.history[-100:]
|
| 199 |
+
|
| 200 |
+
# Track consecutive failures
|
| 201 |
+
if status == "failed":
|
| 202 |
+
self.consecutive_failures += 1
|
| 203 |
+
else:
|
| 204 |
+
self.consecutive_failures = 0
|
| 205 |
+
|
| 206 |
+
return check
|
| 207 |
+
|
| 208 |
+
def _determine_action(self, error_patterns: List[str]) -> str:
|
| 209 |
+
"""Determine remediation action from error patterns"""
|
| 210 |
+
if "fd_exhaustion" in error_patterns:
|
| 211 |
+
return "restart_container"
|
| 212 |
+
elif "rate_limit" in error_patterns:
|
| 213 |
+
return "switch_to_local_inference"
|
| 214 |
+
elif "memory_pressure" in error_patterns:
|
| 215 |
+
return "scale_down_agents"
|
| 216 |
+
elif "build_error" in error_patterns:
|
| 217 |
+
return "trigger_rebuild"
|
| 218 |
+
else:
|
| 219 |
+
return "restart_container"
|
| 220 |
+
|
| 221 |
+
async def execute_remediation(self, action: str) -> bool:
|
| 222 |
+
"""Execute remediation action"""
|
| 223 |
+
print(f"🔧 Executing remediation: {action}")
|
| 224 |
+
|
| 225 |
+
try:
|
| 226 |
+
if action == "restart_container":
|
| 227 |
+
# Trigger space restart via empty commit
|
| 228 |
+
self.api.upload_file(
|
| 229 |
+
repo_id=self.target,
|
| 230 |
+
repo_type="space",
|
| 231 |
+
path_in_repo=".watchdog_trigger",
|
| 232 |
+
path_or_fileobj=f"restart_{int(time.time())}".encode(),
|
| 233 |
+
commit_message="[FAILSAFE] Auto-restart due to health check failure"
|
| 234 |
+
)
|
| 235 |
+
return True
|
| 236 |
+
|
| 237 |
+
elif action == "trigger_rebuild":
|
| 238 |
+
# Touch README to trigger rebuild
|
| 239 |
+
self.api.upload_file(
|
| 240 |
+
repo_id=self.target,
|
| 241 |
+
repo_type="space",
|
| 242 |
+
path_in_repo="README.md",
|
| 243 |
+
path_or_fileobj=b"# Trigger rebuild\n",
|
| 244 |
+
commit_message="[FAILSAFE] Trigger rebuild"
|
| 245 |
+
)
|
| 246 |
+
return True
|
| 247 |
+
|
| 248 |
+
elif action == "wake_space":
|
| 249 |
+
# Send request to wake sleeping space
|
| 250 |
+
requests.get(f"https://{self.target.replace('/', '-')}.hf.space", timeout=10)
|
| 251 |
+
return True
|
| 252 |
+
|
| 253 |
+
except Exception as e:
|
| 254 |
+
print(f"❌ Remediation failed: {e}")
|
| 255 |
+
return False
|
| 256 |
+
|
| 257 |
+
return False
|
| 258 |
+
|
| 259 |
+
class SelfReplication:
|
| 260 |
+
"""Spawns backup watchdogs if current instance degrades"""
|
| 261 |
+
|
| 262 |
+
def __init__(self, hf_token: str, mem0: Mem0Persistence):
|
| 263 |
+
self.hf_token = hf_token
|
| 264 |
+
self.mem0 = mem0
|
| 265 |
+
self.api = HfApi(token=hf_token)
|
| 266 |
+
self.backup_spaces = [
|
| 267 |
+
"ScottzillaSystems/failsafe-watchdog-beta",
|
| 268 |
+
"ScottzillaSystems/failsafe-watchdog-gamma"
|
| 269 |
+
]
|
| 270 |
+
|
| 271 |
+
def check_own_health(self) -> bool:
|
| 272 |
+
"""Check if this watchdog is healthy"""
|
| 273 |
+
# Simple checks
|
| 274 |
+
if not self.hf_token:
|
| 275 |
+
return False
|
| 276 |
+
|
| 277 |
+
# Check if we can write to memory
|
| 278 |
+
try:
|
| 279 |
+
self.mem0.add("health_check", {"type": "self_check"})
|
| 280 |
+
return True
|
| 281 |
+
except:
|
| 282 |
+
return False
|
| 283 |
+
|
| 284 |
+
def spawn_backup(self) -> Optional[str]:
|
| 285 |
+
"""Spawn backup watchdog instance"""
|
| 286 |
+
for backup_space in self.backup_spaces:
|
| 287 |
+
try:
|
| 288 |
+
# Check if backup exists
|
| 289 |
+
try:
|
| 290 |
+
self.api.space_info(backup_space)
|
| 291 |
+
print(f"✅ Backup {backup_space} already exists")
|
| 292 |
+
return backup_space
|
| 293 |
+
except:
|
| 294 |
+
# Create backup space
|
| 295 |
+
self.api.create_repo(
|
| 296 |
+
repo_id=backup_space,
|
| 297 |
+
repo_type="space",
|
| 298 |
+
space_sdk="gradio"
|
| 299 |
+
)
|
| 300 |
+
print(f"🚀 Spawned backup watchdog: {backup_space}")
|
| 301 |
+
return backup_space
|
| 302 |
+
except Exception as e:
|
| 303 |
+
print(f"⚠️ Failed to spawn {backup_space}: {e}")
|
| 304 |
+
|
| 305 |
+
return None
|
| 306 |
+
|
| 307 |
+
class FailsafeWatchdog:
|
| 308 |
+
"""Main watchdog orchestrator"""
|
| 309 |
+
|
| 310 |
+
def __init__(self):
|
| 311 |
+
self.config = WATCHDOG_CONFIG
|
| 312 |
+
self.mem0 = Mem0Persistence(self.config["mem0_api_key"])
|
| 313 |
+
self.monitor = WorkspaceMonitor(
|
| 314 |
+
self.config["target_workspace"],
|
| 315 |
+
self.config["hf_token"]
|
| 316 |
+
)
|
| 317 |
+
self.replication = SelfReplication(
|
| 318 |
+
self.config["hf_token"],
|
| 319 |
+
self.mem0
|
| 320 |
+
)
|
| 321 |
+
self.running = False
|
| 322 |
+
self.status_log: List[Dict] = []
|
| 323 |
+
|
| 324 |
+
# Restore state from Mem0
|
| 325 |
+
self._restore_state()
|
| 326 |
+
|
| 327 |
+
def _restore_state(self):
|
| 328 |
+
"""Restore previous state from persistent memory"""
|
| 329 |
+
state = self.mem0.get_state()
|
| 330 |
+
if state:
|
| 331 |
+
print(f"📥 Restored state: {state.get('restart_count', 0)} previous restarts")
|
| 332 |
+
|
| 333 |
+
async def run(self):
|
| 334 |
+
"""Main watchdog loop"""
|
| 335 |
+
self.running = True
|
| 336 |
+
print("🛡️ Failsafe Watchdog started")
|
| 337 |
+
|
| 338 |
+
while self.running:
|
| 339 |
+
try:
|
| 340 |
+
# Health check
|
| 341 |
+
check = await self.monitor.check_health()
|
| 342 |
+
|
| 343 |
+
# Log to Mem0
|
| 344 |
+
if check.status in ["failed", "degraded"]:
|
| 345 |
+
self.mem0.add(
|
| 346 |
+
f"Health check {check.status}: {', '.join(check.error_patterns)}",
|
| 347 |
+
{"type": "health_check", "status": check.status}
|
| 348 |
+
)
|
| 349 |
+
|
| 350 |
+
# Execute remediation if needed
|
| 351 |
+
if check.action_taken and self.monitor.consecutive_failures >= self.config["failure_threshold"]:
|
| 352 |
+
success = await self.monitor.execute_remediation(check.action_taken)
|
| 353 |
+
|
| 354 |
+
self.mem0.add(
|
| 355 |
+
f"Remediation {check.action_taken}: {'success' if success else 'failed'}",
|
| 356 |
+
{"type": "remediation", "action": check.action_taken, "success": success}
|
| 357 |
+
)
|
| 358 |
+
|
| 359 |
+
if success:
|
| 360 |
+
self.monitor.consecutive_failures = 0
|
| 361 |
+
|
| 362 |
+
# Self-replication check
|
| 363 |
+
if not self.replication.check_own_health():
|
| 364 |
+
backup = self.replication.spawn_backup()
|
| 365 |
+
if backup:
|
| 366 |
+
self.mem0.add(
|
| 367 |
+
f"Self-replication triggered: spawned {backup}",
|
| 368 |
+
{"type": "self_replication", "backup": backup}
|
| 369 |
+
)
|
| 370 |
+
|
| 371 |
+
# Update status log
|
| 372 |
+
self.status_log.append(asdict(check))
|
| 373 |
+
if len(self.status_log) > 50:
|
| 374 |
+
self.status_log = self.status_log[-50:]
|
| 375 |
+
|
| 376 |
+
# Save state
|
| 377 |
+
self.mem0.save_state({
|
| 378 |
+
"last_check": check.timestamp,
|
| 379 |
+
"restart_count": len([s for s in self.status_log if s.get("action_taken")]),
|
| 380 |
+
"consecutive_failures": self.monitor.consecutive_failures
|
| 381 |
+
})
|
| 382 |
+
|
| 383 |
+
await asyncio.sleep(self.config["check_interval"])
|
| 384 |
+
|
| 385 |
+
except Exception as e:
|
| 386 |
+
print(f"❌ Watchdog error: {e}")
|
| 387 |
+
await asyncio.sleep(5)
|
| 388 |
+
|
| 389 |
+
def get_dashboard_data(self) -> Dict:
|
| 390 |
+
"""Get data for Gradio dashboard"""
|
| 391 |
+
recent_checks = self.status_log[-10:]
|
| 392 |
+
|
| 393 |
+
return {
|
| 394 |
+
"status": "running" if self.running else "stopped",
|
| 395 |
+
"target": self.config["target_workspace"],
|
| 396 |
+
"last_check": recent_checks[-1] if recent_checks else None,
|
| 397 |
+
"health_history": recent_checks,
|
| 398 |
+
"consecutive_failures": self.monitor.consecutive_failures,
|
| 399 |
+
"mem0_mode": self.mem0.mode,
|
| 400 |
+
"incidents": self.mem0.search("failed", limit=5) if hasattr(self, 'mem0') else []
|
| 401 |
+
}
|
| 402 |
+
|
| 403 |
+
# Gradio UI
|
| 404 |
+
watchdog = FailsafeWatchdog()
|
| 405 |
+
|
| 406 |
+
def start_watchdog():
|
| 407 |
+
if not watchdog.running:
|
| 408 |
+
asyncio.create_task(watchdog.run())
|
| 409 |
+
return "🛡️ Watchdog started"
|
| 410 |
+
|
| 411 |
+
def stop_watchdog():
|
| 412 |
+
watchdog.running = False
|
| 413 |
+
return "⏹️ Watchdog stopped"
|
| 414 |
+
|
| 415 |
+
def get_status():
|
| 416 |
+
return json.dumps(watchdog.get_dashboard_data(), indent=2, default=str)
|
| 417 |
+
|
| 418 |
+
def view_incidents():
|
| 419 |
+
incidents = watchdog.mem0.search("incident", limit=10)
|
| 420 |
+
return json.dumps(incidents, indent=2, default=str)
|
| 421 |
+
|
| 422 |
+
with gr.Blocks(title="Failsafe Watchdog") as demo:
|
| 423 |
+
gr.Markdown("# 🛡️ Failsafe Watchdog - Immortal Guardian")
|
| 424 |
+
gr.Markdown("Monitors Agent Zero workspace, auto-heals on failure, persists via Mem0")
|
| 425 |
+
|
| 426 |
+
with gr.Row():
|
| 427 |
+
start_btn = gr.Button("▶️ Start Watchdog", variant="primary")
|
| 428 |
+
stop_btn = gr.Button("⏹️ Stop Watchdog", variant="secondary")
|
| 429 |
+
|
| 430 |
+
with gr.Row():
|
| 431 |
+
status_btn = gr.Button("📊 Get Status")
|
| 432 |
+
incidents_btn = gr.Button("📋 View Incidents")
|
| 433 |
+
|
| 434 |
+
output = gr.Textbox(label="Output", lines=20)
|
| 435 |
+
|
| 436 |
+
start_btn.click(start_watchdog, outputs=output)
|
| 437 |
+
stop_btn.click(stop_watchdog, outputs=output)
|
| 438 |
+
status_btn.click(get_status, outputs=output)
|
| 439 |
+
incidents_btn.click(view_incidents, outputs=output)
|
| 440 |
+
|
| 441 |
+
# Auto-refresh status
|
| 442 |
+
demo.load(get_status, outputs=output, every=30)
|
| 443 |
+
|
| 444 |
+
if __name__ == "__main__":
|
| 445 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|