tomirisai80 commited on
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8ad14cf
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1 Parent(s): 8118c1e

Update app.py

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  1. app.py +38 -42
app.py CHANGED
@@ -20,7 +20,7 @@ for module_name, pip_name in REQUIRED_PACKAGES.items():
20
  print(f"✅ {pip_name} установлен!")
21
 
22
  # ============================================
23
- # 👑 TOMIRIS SPACE 23 v2.0 — ON-CHAIN ANOMALY SENTINEL (Async, Real On-Chain, No MT5)
24
  # ============================================
25
  import os, time, json, logging, asyncio
26
  from typing import Dict, Any, List, Optional
@@ -36,25 +36,23 @@ logger = logging.getLogger("Space23_AnomalySentinel")
36
  # ================= КОНФИГУРАЦИЯ =================
37
  TRACKED_SYMBOLS = ["ETH/USD", "SOL/USD"]
38
  HUB_URL = os.getenv("SPACE17_URL", "https://tomiris-ai-name5-5.hf.space")
39
- ARBITER_URL = os.getenv("SPACE18_URL", "https://tomiris-ai-name6-6.hf.space")
40
  ETHERSCAN_KEY = os.getenv("ETHERSCAN_KEY", "TZGVD58I2HZ9G4BBD548KX11E4JFH4J5GX")
41
  SOLSCAN_KEY = os.getenv("SOLSCAN_KEY", "") # опционально
42
 
43
- # Известные кошельки бирж/китов (Ethereum)
44
  ETH_WHALE_WALLETS = [
45
- "0x28C6c06298d514089D2Bd15f6A8a38c5d8d3a6B2", # Binance 7
46
- "0xA274C1e7D16E7e6F7C0e68b9f5A1a1BCc6E39509", # Kraken
47
- "0xBE0eB53F46cDf7F88F0E6F9D4D1D08B42DAbcD17" # крупный кит
48
  ]
49
  SOL_WHALE_WALLETS = [
50
- "9L4rU4mZJ2o8H6h2Xw3V3vJ2x9f7DqFtRt3y5j7", # пример адреса валидатора
51
- "8k3WkRLGkR9mZ9z3X3a3o5v3h5p7u5j3n4b5v6c" # биржа
52
  ]
53
 
54
  CACHE_TTL = {"gas": 60, "whales": 300, "stablecoin": 300, "active": 600}
55
  HISTORY_FILE = "anomaly_history.json"
 
56
 
57
- # Circuit breaker
58
  CIRCUIT_BREAKER = {}
59
 
60
  def breaker_open(name: str) -> bool:
@@ -85,15 +83,13 @@ if os.path.exists(HISTORY_FILE):
85
  else:
86
  ANOMALY_HISTORY = deque(maxlen=500)
87
 
88
- # История активных адресов
89
- ACTIVE_HISTORY_FILE = "active_history.json"
90
  if os.path.exists(ACTIVE_HISTORY_FILE):
91
  with open(ACTIVE_HISTORY_FILE) as f:
92
  active_history = json.load(f)
93
  else:
94
  active_history = {}
95
 
96
- # ================= ЗАГРУЗКА ДАННЫХ =================
97
  async def fetch_gas_oracle() -> Dict[str, Any]:
98
  if breaker_open("etherscan"):
99
  return {'avg_gas': 45, 'gas_level': 'NORMAL', 'is_anomaly': False}
@@ -114,13 +110,12 @@ async def fetch_gas_oracle() -> Dict[str, Any]:
114
  return {'avg_gas': 45, 'gas_level': 'NORMAL', 'is_anomaly': False}
115
 
116
  async def fetch_large_transactions(network: str) -> Dict[str, Any]:
117
- """Крупные транзакции из отслеживаемых кошельков."""
118
  if network == "ethereum":
119
  wallets = ETH_WHALE_WALLETS
120
  api_url = f"https://api.etherscan.io/api?module=account&action=txlist&apikey={ETHERSCAN_KEY}"
121
  else:
122
  wallets = SOL_WHALE_WALLETS
123
- api_url = f"https://api.solscan.io/api?module=account&action=txlist" # заглушка, если нет ключа
124
  if breaker_open(f"whale_{network}"):
125
  return {'large_transactions': [], 'count': 0, 'is_anomaly': False, 'signal': 'NORMAL'}
126
 
@@ -132,7 +127,7 @@ async def fetch_large_transactions(network: str) -> Dict[str, Any]:
132
  txs = r.json().get('result', [])
133
  for tx in txs:
134
  value = float(tx.get('value', 0))
135
- if network == "ethereum" and value > 100e18: # > 100 ETH
136
  large_txs.append({
137
  'hash': tx.get('hash', '')[:10],
138
  'value_eth': round(value / 1e18, 2),
@@ -151,21 +146,16 @@ async def fetch_large_transactions(network: str) -> Dict[str, Any]:
151
  }
152
 
153
  async def fetch_stablecoin_flows(network: str) -> Dict[str, Any]:
154
- """Отслеживаем крупные транзакции USDT/USDC (mint/burn) как прокси ликвидности."""
155
  if breaker_open(f"stablecoin_{network}"):
156
  return {'signal': 'BALANCED', 'is_anomaly': False}
157
- # Для Ethereum используем Etherscan токен-трансферы
158
  if network == "ethereum":
159
- # USDT контракт: 0xdAC17F958D2ee523a2206206994597C13D831ec7
160
- # USDC контракт: 0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48
161
  usdt_url = f"https://api.etherscan.io/api?module=account&action=tokentx&address=0xdAC17F958D2ee523a2206206994597C13D831ec7&page=1&offset=10&sort=desc&apikey={ETHERSCAN_KEY}"
162
  try:
163
  r = await http_client.get(usdt_url)
164
  if r.status_code == 200 and r.json().get('status') == '1':
165
  txs = r.json().get('result', [])
166
- # Считае�� объём
167
- total_value = sum(int(tx['value']) for tx in txs) / 1e6 # USDT decimals=6
168
- anomaly = total_value > 10_000_000 # > 10 млн USDT за 10 транзакций
169
  breaker_record("stablecoin_ethereum", True)
170
  return {
171
  'token': 'USDT',
@@ -175,7 +165,6 @@ async def fetch_stablecoin_flows(network: str) -> Dict[str, Any]:
175
  }
176
  except:
177
  breaker_record("stablecoin_ethereum", False)
178
- # Для Solana используем Solscan (заглушка, можно расширить)
179
  return {'signal': 'BALANCED', 'is_anomaly': False}
180
 
181
  async def fetch_active_addresses(chain: str) -> Dict[str, Any]:
@@ -189,7 +178,6 @@ async def fetch_active_addresses(chain: str) -> Dict[str, Any]:
189
  prev = active_history.get(chain, current)
190
  change = ((current - prev) / prev * 100) if prev > 0 else 0
191
  active_history[chain] = current
192
- # Сохраняем в файл
193
  with open(ACTIVE_HISTORY_FILE, 'w') as f:
194
  json.dump(active_history, f)
195
  is_anomaly = abs(change) > 20
@@ -208,7 +196,6 @@ async def fetch_active_addresses(chain: str) -> Dict[str, Any]:
208
  # ================= ДЕТЕКТОР АНОМАЛИЙ =================
209
  async def detect_anomalies(symbol: str) -> Dict[str, Any]:
210
  chain = "ethereum" if "ETH" in symbol else "solana"
211
- native = "ETH" if chain == "ethereum" else "SOL"
212
 
213
  gas = await fetch_gas_oracle() if chain == "ethereum" else {'is_anomaly': False}
214
  whales = await fetch_large_transactions(chain)
@@ -240,7 +227,6 @@ async def detect_anomalies(symbol: str) -> Dict[str, Any]:
240
  else:
241
  level, direction = "NORMAL", "NEUTRAL"
242
 
243
- # Сохраняем в историю
244
  record = {
245
  "timestamp": datetime.now(timezone.utc).isoformat(),
246
  "symbol": symbol,
@@ -271,39 +257,49 @@ async def detect_anomalies(symbol: str) -> Dict[str, Any]:
271
  }
272
  }
273
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
274
  # ================= ГЛАВНЫЙ СИГНАЛ =================
275
  async def get_anomaly_signal(symbol: str = "ETH/USD") -> Dict[str, Any]:
276
  start = time.time()
277
  analysis = await detect_anomalies(symbol)
278
  latency = int((time.time() - start) * 1000)
279
 
 
 
 
 
 
 
280
  result = {
281
  "space": "space_23_anomaly",
282
  "timestamp": int(time.time()),
283
  "symbol": symbol,
284
  "signal": {
285
- "direction": analysis['signal'],
286
- "confidence": round(analysis['anomaly_score'] / 100, 4) if analysis['anomaly_score'] > 0 else 0.0
287
  },
288
  "anomaly_analysis": analysis,
289
  "latency_ms": latency
290
  }
291
 
292
- # Отправка в Arbiter (сигнал WAIT/NEUTRAL)
293
- try:
294
- await http_client.post(f"{ARBITER_URL}/log_signal", json={
295
- "space": "space_23_anomaly",
296
- "symbol": symbol,
297
- "signal": result["signal"]
298
- })
299
- except:
300
- pass
301
-
302
  logger.info(f"🔍 Anomaly {symbol}: {analysis['anomaly_level']} | Score={analysis['anomaly_score']}")
303
  return result
304
 
305
  # ================= FASTAPI =================
306
- app = FastAPI(title="Tomiris Space 23 v2.0 — On-Chain Anomaly Sentinel")
307
 
308
  @app.on_event("startup")
309
  async def startup():
@@ -317,10 +313,10 @@ async def shutdown():
317
  async def health():
318
  return {
319
  "status": "operational",
320
- "version": "2.0",
321
  "symbols": TRACKED_SYMBOLS,
322
  "anomaly_history": len(ANOMALY_HISTORY),
323
- "no_mt5": True
324
  }
325
 
326
  @app.get("/consilium")
@@ -361,4 +357,4 @@ if __name__ == "__main__":
361
  import uvicorn
362
  uvicorn.run(app, host="0.0.0.0", port=7860)
363
 
364
- print("🚀 SPACE 23 v2.0 — ON-CHAIN ANOMALY SENTINEL ЗАПУЩЕН!")
 
20
  print(f"✅ {pip_name} установлен!")
21
 
22
  # ============================================
23
+ # 👑 TOMIRIS SPACE 23 v2.1 — ON-CHAIN ANOMALY SENTINEL (Hub-Connected)
24
  # ============================================
25
  import os, time, json, logging, asyncio
26
  from typing import Dict, Any, List, Optional
 
36
  # ================= КОНФИГУРАЦИЯ =================
37
  TRACKED_SYMBOLS = ["ETH/USD", "SOL/USD"]
38
  HUB_URL = os.getenv("SPACE17_URL", "https://tomiris-ai-name5-5.hf.space")
 
39
  ETHERSCAN_KEY = os.getenv("ETHERSCAN_KEY", "TZGVD58I2HZ9G4BBD548KX11E4JFH4J5GX")
40
  SOLSCAN_KEY = os.getenv("SOLSCAN_KEY", "") # опционально
41
 
 
42
  ETH_WHALE_WALLETS = [
43
+ "0x28C6c06298d514089D2Bd15f6A8a38c5d8d3a6B2",
44
+ "0xA274C1e7D16E7e6F7C0e68b9f5A1a1BCc6E39509",
45
+ "0xBE0eB53F46cDf7F88F0E6F9D4D1D08B42DAbcD17"
46
  ]
47
  SOL_WHALE_WALLETS = [
48
+ "9L4rU4mZJ2o8H6h2Xw3V3vJ2x9f7DqFtRt3y5j7",
49
+ "8k3WkRLGkR9mZ9z3X3a3o5v3h5p7u5j3n4b5v6c"
50
  ]
51
 
52
  CACHE_TTL = {"gas": 60, "whales": 300, "stablecoin": 300, "active": 600}
53
  HISTORY_FILE = "anomaly_history.json"
54
+ ACTIVE_HISTORY_FILE = "active_history.json"
55
 
 
56
  CIRCUIT_BREAKER = {}
57
 
58
  def breaker_open(name: str) -> bool:
 
83
  else:
84
  ANOMALY_HISTORY = deque(maxlen=500)
85
 
 
 
86
  if os.path.exists(ACTIVE_HISTORY_FILE):
87
  with open(ACTIVE_HISTORY_FILE) as f:
88
  active_history = json.load(f)
89
  else:
90
  active_history = {}
91
 
92
+ # ================= ЗАГРУЗКА ДАННЫХ (без изменений) =================
93
  async def fetch_gas_oracle() -> Dict[str, Any]:
94
  if breaker_open("etherscan"):
95
  return {'avg_gas': 45, 'gas_level': 'NORMAL', 'is_anomaly': False}
 
110
  return {'avg_gas': 45, 'gas_level': 'NORMAL', 'is_anomaly': False}
111
 
112
  async def fetch_large_transactions(network: str) -> Dict[str, Any]:
 
113
  if network == "ethereum":
114
  wallets = ETH_WHALE_WALLETS
115
  api_url = f"https://api.etherscan.io/api?module=account&action=txlist&apikey={ETHERSCAN_KEY}"
116
  else:
117
  wallets = SOL_WHALE_WALLETS
118
+ api_url = f"https://api.solscan.io/api?module=account&action=txlist"
119
  if breaker_open(f"whale_{network}"):
120
  return {'large_transactions': [], 'count': 0, 'is_anomaly': False, 'signal': 'NORMAL'}
121
 
 
127
  txs = r.json().get('result', [])
128
  for tx in txs:
129
  value = float(tx.get('value', 0))
130
+ if network == "ethereum" and value > 100e18:
131
  large_txs.append({
132
  'hash': tx.get('hash', '')[:10],
133
  'value_eth': round(value / 1e18, 2),
 
146
  }
147
 
148
  async def fetch_stablecoin_flows(network: str) -> Dict[str, Any]:
 
149
  if breaker_open(f"stablecoin_{network}"):
150
  return {'signal': 'BALANCED', 'is_anomaly': False}
 
151
  if network == "ethereum":
 
 
152
  usdt_url = f"https://api.etherscan.io/api?module=account&action=tokentx&address=0xdAC17F958D2ee523a2206206994597C13D831ec7&page=1&offset=10&sort=desc&apikey={ETHERSCAN_KEY}"
153
  try:
154
  r = await http_client.get(usdt_url)
155
  if r.status_code == 200 and r.json().get('status') == '1':
156
  txs = r.json().get('result', [])
157
+ total_value = sum(int(tx['value']) for tx in txs) / 1e6
158
+ anomaly = total_value > 10_000_000
 
159
  breaker_record("stablecoin_ethereum", True)
160
  return {
161
  'token': 'USDT',
 
165
  }
166
  except:
167
  breaker_record("stablecoin_ethereum", False)
 
168
  return {'signal': 'BALANCED', 'is_anomaly': False}
169
 
170
  async def fetch_active_addresses(chain: str) -> Dict[str, Any]:
 
178
  prev = active_history.get(chain, current)
179
  change = ((current - prev) / prev * 100) if prev > 0 else 0
180
  active_history[chain] = current
 
181
  with open(ACTIVE_HISTORY_FILE, 'w') as f:
182
  json.dump(active_history, f)
183
  is_anomaly = abs(change) > 20
 
196
  # ================= ДЕТЕКТОР АНОМАЛИЙ =================
197
  async def detect_anomalies(symbol: str) -> Dict[str, Any]:
198
  chain = "ethereum" if "ETH" in symbol else "solana"
 
199
 
200
  gas = await fetch_gas_oracle() if chain == "ethereum" else {'is_anomaly': False}
201
  whales = await fetch_large_transactions(chain)
 
227
  else:
228
  level, direction = "NORMAL", "NEUTRAL"
229
 
 
230
  record = {
231
  "timestamp": datetime.now(timezone.utc).isoformat(),
232
  "symbol": symbol,
 
257
  }
258
  }
259
 
260
+ # ================= ОТПРАВКА В HUB =================
261
+ async def send_signal_to_hub(symbol: str, direction: str, confidence: float):
262
+ try:
263
+ await http_client.post(f"{HUB_URL}/signal", json={
264
+ "space": "space_23_anomaly",
265
+ "symbol": symbol,
266
+ "direction": direction,
267
+ "confidence": confidence,
268
+ "raw": json.dumps({"source": "space_23_anomaly"})
269
+ })
270
+ logger.info(f"📤 {symbol}: {direction} conf={confidence:.3f} отправлен в Hub")
271
+ except Exception as e:
272
+ logger.error(f"Ошибка отправки в Hub: {e}")
273
+
274
  # ================= ГЛАВНЫЙ СИГНАЛ =================
275
  async def get_anomaly_signal(symbol: str = "ETH/USD") -> Dict[str, Any]:
276
  start = time.time()
277
  analysis = await detect_anomalies(symbol)
278
  latency = int((time.time() - start) * 1000)
279
 
280
+ direction = analysis['signal']
281
+ confidence = round(analysis['anomaly_score'] / 100, 4) if analysis['anomaly_score'] > 0 else 0.0
282
+
283
+ # Отправка в Hub
284
+ await send_signal_to_hub(symbol, direction, confidence)
285
+
286
  result = {
287
  "space": "space_23_anomaly",
288
  "timestamp": int(time.time()),
289
  "symbol": symbol,
290
  "signal": {
291
+ "direction": direction,
292
+ "confidence": confidence
293
  },
294
  "anomaly_analysis": analysis,
295
  "latency_ms": latency
296
  }
297
 
 
 
 
 
 
 
 
 
 
 
298
  logger.info(f"🔍 Anomaly {symbol}: {analysis['anomaly_level']} | Score={analysis['anomaly_score']}")
299
  return result
300
 
301
  # ================= FASTAPI =================
302
+ app = FastAPI(title="Tomiris Space 23 v2.1 — On-Chain Anomaly Sentinel (Hub)")
303
 
304
  @app.on_event("startup")
305
  async def startup():
 
313
  async def health():
314
  return {
315
  "status": "operational",
316
+ "version": "2.1",
317
  "symbols": TRACKED_SYMBOLS,
318
  "anomaly_history": len(ANOMALY_HISTORY),
319
+ "hub_connected": True
320
  }
321
 
322
  @app.get("/consilium")
 
357
  import uvicorn
358
  uvicorn.run(app, host="0.0.0.0", port=7860)
359
 
360
+ print("🚀 SPACE 23 v2.1 — ON-CHAIN ANOMALY SENTINEL (Hub-Connected) ЗАПУЩЕН!")