Datasourceforcryptocurrency / backend /services /provider_fallback_manager.py
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"""
Provider Fallback Manager
Manages fallback to external providers when HF cannot provide data
Uses /mnt/data/api-config-complete.txt as authoritative source
"""
import json
import os
import asyncio
import hashlib
from pathlib import Path
from typing import Dict, List, Any, Optional, Tuple
from datetime import datetime, timezone
import aiohttp
from dataclasses import dataclass
from enum import Enum
from ..enhanced_logger import logger
# ====================
# CONFIGURATION
# ====================
FALLBACK_CONFIG_PATH = "/mnt/data/api-config-complete.txt"
FALLBACK_CONFIG_URL = os.getenv("FALLBACK_CONFIG_URL", None)
HF_PRIORITY = True # Always try HF first
MAX_RETRIES = 3
TIMEOUT_SECONDS = 10
CIRCUIT_BREAKER_THRESHOLD = 5
CIRCUIT_BREAKER_TIMEOUT = 300 # 5 minutes
# ====================
# ENUMS & MODELS
# ====================
class ProviderStatus(Enum):
"""Provider availability status"""
AVAILABLE = "available"
DEGRADED = "degraded"
UNAVAILABLE = "unavailable"
CIRCUIT_OPEN = "circuit_open"
@dataclass
class Provider:
"""Provider configuration"""
name: str
base_url: str
api_key: Optional[str] = None
priority: int = 100
endpoints: Dict[str, str] = None
rate_limit: Optional[int] = None
status: ProviderStatus = ProviderStatus.AVAILABLE
failures: int = 0
last_success: Optional[datetime] = None
last_failure: Optional[datetime] = None
circuit_open_until: Optional[datetime] = None
def is_available(self) -> bool:
"""Check if provider is available"""
if self.status == ProviderStatus.CIRCUIT_OPEN:
if self.circuit_open_until and datetime.now(timezone.utc) > self.circuit_open_until:
# Circuit breaker timeout expired, try again
self.status = ProviderStatus.AVAILABLE
self.failures = 0
return True
return False
return self.status in [ProviderStatus.AVAILABLE, ProviderStatus.DEGRADED]
def record_success(self):
"""Record successful request"""
self.failures = 0
self.last_success = datetime.now(timezone.utc)
self.status = ProviderStatus.AVAILABLE
def record_failure(self):
"""Record failed request"""
self.failures += 1
self.last_failure = datetime.now(timezone.utc)
if self.failures >= CIRCUIT_BREAKER_THRESHOLD:
# Open circuit breaker
self.status = ProviderStatus.CIRCUIT_OPEN
self.circuit_open_until = datetime.now(timezone.utc).timestamp() + CIRCUIT_BREAKER_TIMEOUT
logger.warning(f"Circuit breaker opened for {self.name} until {self.circuit_open_until}")
elif self.failures >= 2:
self.status = ProviderStatus.DEGRADED
@dataclass
class FallbackResult:
"""Result from fallback attempt"""
data: Optional[Any]
source: str
attempted: List[str]
success: bool
error: Optional[str] = None
latency_ms: Optional[int] = None
# ====================
# PROVIDER FALLBACK MANAGER
# ====================
class ProviderFallbackManager:
"""Manages fallback to external providers with circuit breaker pattern"""
def __init__(self):
self.providers: List[Provider] = []
self.hf_handler = None
self._load_providers()
self._session: Optional[aiohttp.ClientSession] = None
def _load_providers(self):
"""Load provider configurations from file or URL"""
config_data = None
# Try local file first
if Path(FALLBACK_CONFIG_PATH).exists():
try:
with open(FALLBACK_CONFIG_PATH, 'r') as f:
content = f.read()
# Handle both JSON and text format
if content.strip().startswith('{'):
config_data = json.loads(content)
else:
# Parse text format
config_data = self._parse_text_config(content)
logger.info(f"Loaded {len(config_data.get('providers', []))} providers from local file")
except Exception as e:
logger.error(f"Failed to load local config: {e}")
# Try URL if configured
if not config_data and FALLBACK_CONFIG_URL:
try:
import requests
response = requests.get(FALLBACK_CONFIG_URL, timeout=5)
if response.status_code == 200:
config_data = response.json()
logger.info(f"Loaded {len(config_data.get('providers', []))} providers from URL")
except Exception as e:
logger.error(f"Failed to load config from URL: {e}")
# Parse providers
if config_data and 'providers' in config_data:
for idx, provider_config in enumerate(config_data['providers']):
provider = Provider(
name=provider_config.get('name', f'provider_{idx}'),
base_url=provider_config.get('base_url', ''),
api_key=provider_config.get('api_key') or os.getenv(f"{provider_config.get('name', '').upper()}_API_KEY"),
priority=provider_config.get('priority', 100),
endpoints=provider_config.get('endpoints', {}),
rate_limit=provider_config.get('rate_limit')
)
self.providers.append(provider)
# Sort by priority (lower number = higher priority)
self.providers.sort(key=lambda p: p.priority)
# Add default providers if none loaded
if not self.providers:
self._add_default_providers()
def _parse_text_config(self, content: str) -> Dict:
"""Parse text format config into JSON structure"""
providers = []
lines = content.strip().split('\n')
for line in lines:
if line.strip() and not line.startswith('#'):
parts = line.split(',')
if len(parts) >= 2:
providers.append({
'name': parts[0].strip(),
'base_url': parts[1].strip(),
'api_key': parts[2].strip() if len(parts) > 2 else None,
'priority': int(parts[3].strip()) if len(parts) > 3 else 100
})
return {'providers': providers}
def _add_default_providers(self):
"""Add default fallback providers"""
defaults = [
Provider(
name="coingecko",
base_url="https://api.coingecko.com/api/v3",
priority=10,
endpoints={
"rate": "/simple/price",
"market": "/coins/markets",
"history": "/coins/{id}/market_chart"
}
),
Provider(
name="binance",
base_url="https://api.binance.com/api/v3",
priority=20,
endpoints={
"rate": "/ticker/price",
"history": "/klines",
"depth": "/depth"
}
),
Provider(
name="coinmarketcap",
base_url="https://pro-api.coinmarketcap.com/v1",
api_key=os.getenv("CMC_API_KEY"),
priority=30,
endpoints={
"rate": "/cryptocurrency/quotes/latest",
"market": "/cryptocurrency/listings/latest"
}
)
]
self.providers.extend(defaults)
logger.info(f"Added {len(defaults)} default providers")
async def _get_session(self) -> aiohttp.ClientSession:
"""Get or create aiohttp session"""
if not self._session:
self._session = aiohttp.ClientSession(
timeout=aiohttp.ClientTimeout(total=TIMEOUT_SECONDS)
)
return self._session
async def close(self):
"""Close aiohttp session"""
if self._session:
await self._session.close()
self._session = None
async def _call_hf(self, endpoint: str, params: Dict = None) -> Tuple[Optional[Any], Optional[str]]:
"""Try to get data from HF first"""
if not HF_PRIORITY:
return None, None
try:
# This would call actual HF models/datasets
# For now, simulate HF response
logger.debug(f"Attempting HF for {endpoint}")
# Simulate HF response based on endpoint
if "/pair" in endpoint:
# Pair metadata MUST come from HF
return {
"pair": params.get("pair", "BTC/USDT"),
"base": "BTC",
"quote": "USDT",
"tick_size": 0.01,
"min_qty": 0.00001
}, None
# For other endpoints, simulate occasional failure to test fallback
import random
if random.random() > 0.3: # 70% success rate for testing
return None, "HF data not available"
return {"source": "hf", "data": "sample"}, None
except Exception as e:
logger.debug(f"HF call failed: {e}")
return None, str(e)
async def _call_provider(
self,
provider: Provider,
endpoint: str,
params: Dict = None,
method: str = "GET"
) -> Tuple[Optional[Any], Optional[str]]:
"""Call a specific provider"""
if not provider.is_available():
return None, f"Provider {provider.name} unavailable (circuit open)"
try:
session = await self._get_session()
# Build URL
url = f"{provider.base_url}{endpoint}"
# Add API key if needed
headers = {}
if provider.api_key:
# Different providers use different auth methods
if "coinmarketcap" in provider.name.lower():
headers["X-CMC_PRO_API_KEY"] = provider.api_key
elif "alphavantage" in provider.name.lower():
if params is None:
params = {}
params["apikey"] = provider.api_key
else:
headers["Authorization"] = f"Bearer {provider.api_key}"
# Make request
start_time = datetime.now(timezone.utc)
if method == "GET":
async with session.get(url, params=params, headers=headers) as response:
latency_ms = int((datetime.now(timezone.utc) - start_time).total_seconds() * 1000)
if response.status == 200:
data = await response.json()
provider.record_success()
logger.debug(f"Provider {provider.name} succeeded in {latency_ms}ms")
return data, None
else:
error = f"HTTP {response.status}"
provider.record_failure()
return None, error
elif method == "POST":
async with session.post(url, json=params, headers=headers) as response:
latency_ms = int((datetime.now(timezone.utc) - start_time).total_seconds() * 1000)
if response.status == 200:
data = await response.json()
provider.record_success()
logger.debug(f"Provider {provider.name} succeeded in {latency_ms}ms")
return data, None
else:
error = f"HTTP {response.status}"
provider.record_failure()
return None, error
except asyncio.TimeoutError:
provider.record_failure()
return None, "Timeout"
except Exception as e:
provider.record_failure()
logger.error(f"Provider {provider.name} error: {e}")
return None, str(e)
async def fetch_with_fallback(
self,
endpoint: str,
params: Dict = None,
method: str = "GET",
transform_func: callable = None
) -> FallbackResult:
"""
Fetch data with HF-first then fallback strategy
Args:
endpoint: API endpoint path
params: Query parameters
method: HTTP method
transform_func: Function to transform provider response to standard format
Returns:
FallbackResult with data, source, and metadata
"""
attempted = []
start_time = datetime.now(timezone.utc)
# 1. Try HF first
if HF_PRIORITY:
attempted.append("hf")
hf_data, hf_error = await self._call_hf(endpoint, params)
if hf_data:
latency_ms = int((datetime.now(timezone.utc) - start_time).total_seconds() * 1000)
return FallbackResult(
data=hf_data,
source="hf",
attempted=attempted,
success=True,
latency_ms=latency_ms
)
# 2. Try fallback providers in priority order
for provider in self.providers:
if not provider.is_available():
logger.debug(f"Skipping unavailable provider {provider.name}")
continue
attempted.append(provider.base_url)
# Map endpoint to provider-specific endpoint if configured
provider_endpoint = endpoint
if provider.endpoints:
# Find matching endpoint pattern
for key, value in provider.endpoints.items():
if key in endpoint:
provider_endpoint = value
break
# Call provider
data, error = await self._call_provider(
provider,
provider_endpoint,
params,
method
)
if data:
# Transform data if function provided
if transform_func:
try:
data = transform_func(data, provider.name)
except Exception as e:
logger.error(f"Transform failed for {provider.name}: {e}")
continue
latency_ms = int((datetime.now(timezone.utc) - start_time).total_seconds() * 1000)
return FallbackResult(
data=data,
source=provider.base_url,
attempted=attempted,
success=True,
latency_ms=latency_ms
)
# All failed
latency_ms = int((datetime.now(timezone.utc) - start_time).total_seconds() * 1000)
return FallbackResult(
data=None,
source="none",
attempted=attempted,
success=False,
error="All providers failed",
latency_ms=latency_ms
)
def get_provider_status(self) -> Dict[str, Any]:
"""Get current status of all providers"""
status = {
"timestamp": datetime.now(timezone.utc).isoformat(),
"providers": []
}
for provider in self.providers:
status["providers"].append({
"name": provider.name,
"base_url": provider.base_url,
"priority": provider.priority,
"status": provider.status.value,
"failures": provider.failures,
"is_available": provider.is_available(),
"last_success": provider.last_success.isoformat() if provider.last_success else None,
"last_failure": provider.last_failure.isoformat() if provider.last_failure else None,
"circuit_open_until": provider.circuit_open_until if provider.circuit_open_until else None
})
# Count available providers
available_count = sum(1 for p in self.providers if p.is_available())
status["available_providers"] = available_count
status["total_providers"] = len(self.providers)
status["hf_priority"] = HF_PRIORITY
return status
def reset_provider(self, provider_name: str) -> bool:
"""Reset a specific provider's circuit breaker"""
for provider in self.providers:
if provider.name == provider_name:
provider.status = ProviderStatus.AVAILABLE
provider.failures = 0
provider.circuit_open_until = None
logger.info(f"Reset provider {provider_name}")
return True
return False
def reset_all_providers(self):
"""Reset all providers' circuit breakers"""
for provider in self.providers:
provider.status = ProviderStatus.AVAILABLE
provider.failures = 0
provider.circuit_open_until = None
logger.info("Reset all providers")
# ====================
# TRANSFORM FUNCTIONS
# ====================
def transform_coingecko_rate(data: Dict, provider: str) -> Dict:
"""Transform CoinGecko rate response to standard format"""
# CoinGecko returns: {"bitcoin": {"usd": 50000}}
if data and isinstance(data, dict):
for coin, prices in data.items():
for currency, price in prices.items():
return {
"pair": f"{coin.upper()}/{currency.upper()}",
"price": price,
"ts": datetime.now(timezone.utc).isoformat()
}
return data
def transform_binance_rate(data: Dict, provider: str) -> Dict:
"""Transform Binance rate response to standard format"""
# Binance returns: {"symbol": "BTCUSDT", "price": "50000.00"}
if data and "symbol" in data:
return {
"pair": f"{data['symbol'][:-4]}/{data['symbol'][-4:]}", # Assumes 4-char quote
"price": float(data["price"]),
"ts": datetime.now(timezone.utc).isoformat()
}
return data
# ====================
# SINGLETON INSTANCE
# ====================
# Create singleton instance
fallback_manager = ProviderFallbackManager()
# Export for use in routers
__all__ = [
'ProviderFallbackManager',
'FallbackResult',
'Provider',
'ProviderStatus',
'fallback_manager',
'transform_coingecko_rate',
'transform_binance_rate'
]