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Update background_agents.py
Browse files- background_agents.py +274 -0
background_agents.py
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| 1 |
+
"""
|
| 2 |
+
Background Agents for Data Collection and System Monitoring
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| 3 |
+
دو agent برای جمعآوری داده و نظارت بر سیستم
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| 4 |
+
"""
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| 5 |
+
import asyncio
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| 6 |
+
import logging
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| 7 |
+
from datetime import datetime
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| 8 |
+
from typing import Dict, Any
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| 9 |
+
import httpx
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| 10 |
+
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| 11 |
+
logger = logging.getLogger(__name__)
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| 12 |
+
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| 13 |
+
class DataCollectionAgent:
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| 14 |
+
"""Agent برای جمعآوری دورهای داده"""
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| 15 |
+
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| 16 |
+
def __init__(self):
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| 17 |
+
self.is_running = False
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| 18 |
+
self.stats = {
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| 19 |
+
"total_collections": 0,
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| 20 |
+
"successful_collections": 0,
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| 21 |
+
"failed_collections": 0,
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| 22 |
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"last_collection": None
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| 23 |
+
}
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| 24 |
+
self.collected_data = {
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| 25 |
+
"market": None,
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| 26 |
+
"sentiment": None,
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| 27 |
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"trending": None,
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| 28 |
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"news": None
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| 29 |
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}
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| 30 |
+
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| 31 |
+
async def start(self):
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| 32 |
+
"""شروع agent"""
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| 33 |
+
if self.is_running:
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| 34 |
+
logger.warning("Data collection agent is already running")
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| 35 |
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return
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| 36 |
+
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| 37 |
+
self.is_running = True
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| 38 |
+
logger.info("🤖 Data Collection Agent started")
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| 39 |
+
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| 40 |
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# شروع loop جمعآوری
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| 41 |
+
asyncio.create_task(self._collection_loop())
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| 42 |
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| 43 |
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async def stop(self):
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| 44 |
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"""توقف agent"""
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| 45 |
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self.is_running = False
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| 46 |
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logger.info("🛑 Data Collection Agent stopped")
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| 47 |
+
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| 48 |
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async def _collection_loop(self):
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| 49 |
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"""حلقه اصلی جمعآوری داده"""
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| 50 |
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while self.is_running:
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| 51 |
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try:
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| 52 |
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await self.collect_all_data()
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| 53 |
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await asyncio.sleep(300) # هر 5 دقیقه
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| 54 |
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except Exception as e:
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| 55 |
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logger.error(f"Error in collection loop: {e}")
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| 56 |
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await asyncio.sleep(60)
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| 57 |
+
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| 58 |
+
async def collect_all_data(self):
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| 59 |
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"""جمعآوری تمام دادهها"""
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| 60 |
+
self.stats["total_collections"] += 1
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| 61 |
+
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| 62 |
+
try:
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| 63 |
+
async with httpx.AsyncClient(timeout=30.0) as client:
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| 64 |
+
# جمعآوری موازی
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| 65 |
+
tasks = [
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| 66 |
+
self._collect_market_data(client),
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| 67 |
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self._collect_sentiment_data(client),
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| 68 |
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self._collect_trending_data(client),
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| 69 |
+
self._collect_news_data(client)
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| 70 |
+
]
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| 71 |
+
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| 72 |
+
results = await asyncio.gather(*tasks, return_exceptions=True)
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| 73 |
+
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| 74 |
+
# بررسی نتایج
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| 75 |
+
success_count = sum(1 for r in results if not isinstance(r, Exception))
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| 76 |
+
|
| 77 |
+
if success_count > 0:
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| 78 |
+
self.stats["successful_collections"] += 1
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| 79 |
+
else:
|
| 80 |
+
self.stats["failed_collections"] += 1
|
| 81 |
+
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| 82 |
+
self.stats["last_collection"] = datetime.utcnow().isoformat() + "Z"
|
| 83 |
+
|
| 84 |
+
logger.info(f"✅ Data collection completed: {success_count}/4 successful")
|
| 85 |
+
|
| 86 |
+
except Exception as e:
|
| 87 |
+
self.stats["failed_collections"] += 1
|
| 88 |
+
logger.error(f"Data collection failed: {e}")
|
| 89 |
+
|
| 90 |
+
async def _collect_market_data(self, client: httpx.AsyncClient):
|
| 91 |
+
"""جمعآوری داده بازار"""
|
| 92 |
+
try:
|
| 93 |
+
response = await client.get("https://api.coingecko.com/api/v3/global")
|
| 94 |
+
if response.status_code == 200:
|
| 95 |
+
self.collected_data["market"] = response.json()
|
| 96 |
+
logger.debug("✅ Market data collected")
|
| 97 |
+
except Exception as e:
|
| 98 |
+
logger.debug(f"Failed to collect market data: {e}")
|
| 99 |
+
raise
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| 100 |
+
|
| 101 |
+
async def _collect_sentiment_data(self, client: httpx.AsyncClient):
|
| 102 |
+
"""جمعآوری داده sentiment"""
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| 103 |
+
try:
|
| 104 |
+
response = await client.get("https://api.alternative.me/fng/?limit=1")
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| 105 |
+
if response.status_code == 200:
|
| 106 |
+
self.collected_data["sentiment"] = response.json()
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| 107 |
+
logger.debug("✅ Sentiment data collected")
|
| 108 |
+
except Exception as e:
|
| 109 |
+
logger.debug(f"Failed to collect sentiment data: {e}")
|
| 110 |
+
raise
|
| 111 |
+
|
| 112 |
+
async def _collect_trending_data(self, client: httpx.AsyncClient):
|
| 113 |
+
"""جمعآوری داده trending"""
|
| 114 |
+
try:
|
| 115 |
+
response = await client.get("https://api.coingecko.com/api/v3/search/trending")
|
| 116 |
+
if response.status_code == 200:
|
| 117 |
+
self.collected_data["trending"] = response.json()
|
| 118 |
+
logger.debug("✅ Trending data collected")
|
| 119 |
+
except Exception as e:
|
| 120 |
+
logger.debug(f"Failed to collect trending data: {e}")
|
| 121 |
+
raise
|
| 122 |
+
|
| 123 |
+
async def _collect_news_data(self, client: httpx.AsyncClient):
|
| 124 |
+
"""جمعآوری اخبار"""
|
| 125 |
+
try:
|
| 126 |
+
response = await client.get(
|
| 127 |
+
"https://cryptopanic.com/api/v1/posts/",
|
| 128 |
+
params={"auth_token": "free", "public": "true", "kind": "news"}
|
| 129 |
+
)
|
| 130 |
+
if response.status_code == 200:
|
| 131 |
+
self.collected_data["news"] = response.json()
|
| 132 |
+
logger.debug("✅ News data collected")
|
| 133 |
+
except Exception as e:
|
| 134 |
+
logger.debug(f"Failed to collect news data: {e}")
|
| 135 |
+
raise
|
| 136 |
+
|
| 137 |
+
def get_stats(self) -> Dict[str, Any]:
|
| 138 |
+
"""دریافت آمار agent"""
|
| 139 |
+
return {
|
| 140 |
+
**self.stats,
|
| 141 |
+
"is_running": self.is_running,
|
| 142 |
+
"has_data": any(v is not None for v in self.collected_data.values())
|
| 143 |
+
}
|
| 144 |
+
|
| 145 |
+
def get_collected_data(self) -> Dict[str, Any]:
|
| 146 |
+
"""دریافت دادههای جمعآوری شده"""
|
| 147 |
+
return self.collected_data
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
class SystemMonitorAgent:
|
| 151 |
+
"""Agent برای نظارت بر وضعیت سیستم"""
|
| 152 |
+
|
| 153 |
+
def __init__(self):
|
| 154 |
+
self.is_running = False
|
| 155 |
+
self.stats = {
|
| 156 |
+
"total_checks": 0,
|
| 157 |
+
"system_healthy": True,
|
| 158 |
+
"last_check": None,
|
| 159 |
+
"alerts": []
|
| 160 |
+
}
|
| 161 |
+
self.system_metrics = {
|
| 162 |
+
"cpu_usage": 0,
|
| 163 |
+
"memory_usage": 0,
|
| 164 |
+
"active_connections": 0,
|
| 165 |
+
"requests_per_minute": 0,
|
| 166 |
+
"error_rate": 0
|
| 167 |
+
}
|
| 168 |
+
|
| 169 |
+
async def start(self):
|
| 170 |
+
"""شروع agent"""
|
| 171 |
+
if self.is_running:
|
| 172 |
+
logger.warning("System monitor agent is already running")
|
| 173 |
+
return
|
| 174 |
+
|
| 175 |
+
self.is_running = True
|
| 176 |
+
logger.info("🤖 System Monitor Agent started")
|
| 177 |
+
|
| 178 |
+
# شروع loop نظارت
|
| 179 |
+
asyncio.create_task(self._monitoring_loop())
|
| 180 |
+
|
| 181 |
+
async def stop(self):
|
| 182 |
+
"""توقف agent"""
|
| 183 |
+
self.is_running = False
|
| 184 |
+
logger.info("🛑 System Monitor Agent stopped")
|
| 185 |
+
|
| 186 |
+
async def _monitoring_loop(self):
|
| 187 |
+
"""حلقه اصلی نظارت"""
|
| 188 |
+
while self.is_running:
|
| 189 |
+
try:
|
| 190 |
+
await self.check_system_health()
|
| 191 |
+
await asyncio.sleep(60) # هر 1 دقیقه
|
| 192 |
+
except Exception as e:
|
| 193 |
+
logger.error(f"Error in monitoring loop: {e}")
|
| 194 |
+
await asyncio.sleep(30)
|
| 195 |
+
|
| 196 |
+
async def check_system_health(self):
|
| 197 |
+
"""بررسی سلامت سیستم"""
|
| 198 |
+
self.stats["total_checks"] += 1
|
| 199 |
+
|
| 200 |
+
try:
|
| 201 |
+
# شبیهسازی metrics (در production از psutil استفاده کنید)
|
| 202 |
+
import random
|
| 203 |
+
|
| 204 |
+
self.system_metrics = {
|
| 205 |
+
"cpu_usage": random.randint(20, 60),
|
| 206 |
+
"memory_usage": random.randint(40, 70),
|
| 207 |
+
"active_connections": random.randint(1, 10),
|
| 208 |
+
"requests_per_minute": random.randint(50, 150),
|
| 209 |
+
"error_rate": random.uniform(0, 5)
|
| 210 |
+
}
|
| 211 |
+
|
| 212 |
+
# بررسی آستانهها
|
| 213 |
+
alerts = []
|
| 214 |
+
|
| 215 |
+
if self.system_metrics["cpu_usage"] > 80:
|
| 216 |
+
alerts.append("High CPU usage detected")
|
| 217 |
+
|
| 218 |
+
if self.system_metrics["memory_usage"] > 85:
|
| 219 |
+
alerts.append("High memory usage detected")
|
| 220 |
+
|
| 221 |
+
if self.system_metrics["error_rate"] > 10:
|
| 222 |
+
alerts.append("High error rate detected")
|
| 223 |
+
|
| 224 |
+
self.stats["alerts"] = alerts
|
| 225 |
+
self.stats["system_healthy"] = len(alerts) == 0
|
| 226 |
+
self.stats["last_check"] = datetime.utcnow().isoformat() + "Z"
|
| 227 |
+
|
| 228 |
+
if alerts:
|
| 229 |
+
logger.warning(f"⚠️ System alerts: {', '.join(alerts)}")
|
| 230 |
+
else:
|
| 231 |
+
logger.debug("✅ System health check passed")
|
| 232 |
+
|
| 233 |
+
except Exception as e:
|
| 234 |
+
logger.error(f"System health check failed: {e}")
|
| 235 |
+
self.stats["system_healthy"] = False
|
| 236 |
+
|
| 237 |
+
def get_stats(self) -> Dict[str, Any]:
|
| 238 |
+
"""دریافت آمار agent"""
|
| 239 |
+
return {
|
| 240 |
+
**self.stats,
|
| 241 |
+
"is_running": self.is_running
|
| 242 |
+
}
|
| 243 |
+
|
| 244 |
+
def get_metrics(self) -> Dict[str, Any]:
|
| 245 |
+
"""دریافت metrics سیستم"""
|
| 246 |
+
return self.system_metrics
|
| 247 |
+
|
| 248 |
+
|
| 249 |
+
# Global instances
|
| 250 |
+
data_agent = DataCollectionAgent()
|
| 251 |
+
monitor_agent = SystemMonitorAgent()
|
| 252 |
+
|
| 253 |
+
|
| 254 |
+
async def start_agents():
|
| 255 |
+
"""شروع تمام agents"""
|
| 256 |
+
await data_agent.start()
|
| 257 |
+
await monitor_agent.start()
|
| 258 |
+
logger.info("✅ All background agents started")
|
| 259 |
+
|
| 260 |
+
|
| 261 |
+
async def stop_agents():
|
| 262 |
+
"""توقف تمام agents"""
|
| 263 |
+
await data_agent.stop()
|
| 264 |
+
await monitor_agent.stop()
|
| 265 |
+
logger.info("✅ All background agents stopped")
|
| 266 |
+
|
| 267 |
+
|
| 268 |
+
def get_agents_status() -> Dict[str, Any]:
|
| 269 |
+
"""دریافت وضعیت تمام agents"""
|
| 270 |
+
return {
|
| 271 |
+
"data_collection_agent": data_agent.get_stats(),
|
| 272 |
+
"system_monitor_agent": monitor_agent.get_stats(),
|
| 273 |
+
"timestamp": datetime.utcnow().isoformat() + "Z"
|
| 274 |
+
}
|