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Aggressive Caching Shield β RPC Cache Layer
Redis-backed cache wrapping ConsensusRpcClient with TTL tiers.
Every RPC result is cached before returning. Cache keys are deterministic
from (method, params, chain). TTLs vary by data freshness requirements.
Features: stampede protection, TTL jitter, zlib compression, L1+L2 tiers,
graceful Redis fallback, selective cache bypass.
Free tier rate-aware: Default TTLs keep RPC calls at ~0.5-2 req/s
per data point, well under Helius/QuickNode free limits.
"""
import asyncio
import hashlib
import json
import logging
import os
import random
import time
import zlib
from dataclasses import dataclass
import redis.asyncio as aioredis
from app.consensus_rpc import ConsensusResult, get_consensus_rpc
logger = logging.getLogger("rpc_cache")
# ββ TTL Configuration ββββββββββββββββββββββββββββββββββββββββββββββββββββββ
TTL_TABLE: dict[str, int] = {
"getBalance": 10,
"getTokenAccountBalance": 10,
"getMultipleAccounts": 10,
"getAccountInfo": 30,
"getSignaturesForAddress": 30,
"getTransaction": 30,
"getTokenAccountsByOwner": 30,
"getProgramAccounts": 30,
"getTokenSupply": 60,
"getTokenLargestAccounts": 60,
"getBlock": 60,
"getBlockTime": 60,
"getSlot": 120,
"getEpochInfo": 120,
"getGenesisHash": 3600,
"getVersion": 3600,
"eth_getBalance": 10,
"eth_getTransactionCount": 10,
"eth_call": 15,
"eth_getCode": 300,
"eth_getStorageAt": 30,
"eth_getLogs": 60,
"eth_getBlockByNumber": 60,
"eth_getTransactionReceipt": 120,
"eth_chainId": 3600,
"_default": 15,
}
TTL_JITTER_PCT = 0.15
MIN_TTL = 3
MAX_TTL = 86400
COMPRESS_THRESHOLD = 1024
CACHE_PREFIX = "rmi:rpc:"
LOCK_PREFIX = "rmi:rpc_lock:"
LOCK_TTL = 5
@dataclass
class CacheStats:
hits: int = 0
misses: int = 0
sets: int = 0
lock_waits: int = 0
redis_errors: int = 0
mem_hits: int = 0
compress_saved: int = 0
@property
def hit_rate(self) -> float:
total = self.hits + self.misses
return (self.hits / total * 100) if total > 0 else 0.0
def to_dict(self) -> dict:
return {
"hits": self.hits,
"misses": self.misses,
"sets": self.sets,
"hit_rate_pct": round(self.hit_rate, 1),
"lock_waits": self.lock_waits,
"redis_errors": self.redis_errors,
"mem_hits": self.mem_hits,
"compress_saved_bytes": self.compress_saved,
}
class RpcCacheClient:
"""Redis-backed L1+L2 cache wrapping ConsensusRpcClient.
L1: In-memory dict (sub-millisecond, per-process)
L2: Redis (shared across workers, persistent)
Every RPC call goes through: L1 -> L2 -> actual RPC -> store in both.
Stampede protection prevents duplicate RPC calls for same key.
"""
L1_MAX_SIZE = 1024
def __init__(self, redis_url=None, redis_password=None, rpc_client=None):
self._redis = None
self._redis_url = redis_url
self._redis_password = redis_password
self._redis_failed = False
self._redis_init_lock = asyncio.Lock()
self._l1 = {} # key -> (expiry_ts, bytes)
self._l1_lock = asyncio.Lock()
self._rpc = rpc_client
self.stats = CacheStats()
self._populating = {} # key -> asyncio.Event
self._populating_lock = asyncio.Lock()
# ββ Redis Connection βββββββββββββββββββββββββββββββββββββββββββββββββ
async def _get_redis(self):
"""Lazy Redis init. Returns None if unavailable."""
if self._redis is not None:
return self._redis
if self._redis_failed:
return None
async with self._redis_init_lock:
if self._redis is not None:
return self._redis
if self._redis_failed:
return None
try:
host = self._redis_url or os.getenv("REDIS_HOST", "rmi-redis")
port = int(os.getenv("REDIS_PORT", "6379"))
password = self._redis_password or os.getenv("REDIS_PASSWORD", "")
url = f"redis://:{password}@{host}:{port}" if password else f"redis://{host}:{port}"
self._redis = aioredis.from_url(url, socket_connect_timeout=2, socket_timeout=2, decode_responses=False)
await self._redis.ping()
logger.info("RpcCache: Redis connected OK")
return self._redis
except Exception as e:
logger.warning(f"RpcCache: Redis unavailable ({e}), using L1 only")
self._redis_failed = True
self._redis = None
return None
async def _get_rpc(self):
"""Get or create underlying ConsensusRpcClient."""
if self._rpc is None:
self._rpc = get_consensus_rpc()
return self._rpc
# ββ Key Generation ββββββββββββββββββββββββββββββββββββββββββββββββββ
@staticmethod
def make_key(method, params, chain="solana"):
raw = f"{chain}:{method}:{json.dumps(params, sort_keys=True, default=str)}"
digest = hashlib.sha256(raw.encode()).hexdigest()[:24]
return f"{CACHE_PREFIX}{chain}:{method}:{digest}"
@staticmethod
def get_ttl(method):
base = TTL_TABLE.get(method, TTL_TABLE["_default"])
base = max(MIN_TTL, min(MAX_TTL, base))
jitter = base * TTL_JITTER_PCT * (random.random() * 2 - 1)
return max(MIN_TTL, base + jitter)
# ββ Serialization βββββββββββββββββββββββββββββββββββββββββββββββββββ
@staticmethod
def serialize(value, confidence, sources):
payload = json.dumps(
{"v": value, "c": confidence, "s": sources, "t": time.time()},
default=str,
separators=(",", ":"),
)
data = payload.encode("utf-8")
if len(data) > COMPRESS_THRESHOLD:
data = b"Z" + zlib.compress(data, level=6)
return data
@staticmethod
def deserialize(data):
try:
if data and data[:1] == b"Z":
data = zlib.decompress(data[1:])
return json.loads(data.decode("utf-8"))
except (json.JSONDecodeError, zlib.error, UnicodeDecodeError):
return None
# ββ L1 In-Memory Cache ββββββββββββββββββββββββββββββββββββββββββββββ
async def _l1_get(self, key):
async with self._l1_lock:
entry = self._l1.get(key)
if entry is None:
return None
expiry, data = entry
if time.monotonic() > expiry:
del self._l1[key]
return None
self.stats.mem_hits += 1
return self.deserialize(data)
async def _l1_set(self, key, data, ttl):
async with self._l1_lock:
if len(self._l1) >= self.L1_MAX_SIZE:
oldest = min(self._l1.keys(), key=lambda k: self._l1[k][0])
del self._l1[oldest]
self._l1[key] = (time.monotonic() + ttl, data)
# ββ Core Operations βββββββββββββββββββββββββββββββββββββββββββββββββ
async def get(self, method, params, chain="solana", bypass_cache=False):
"""Check L1 then L2 cache. Returns ConsensusResult or None."""
if bypass_cache:
return None
key = self.make_key(method, params, chain)
cached = await self._l1_get(key)
if cached:
self.stats.hits += 1
return _dict_to_result(cached)
redis = await self._get_redis()
if redis:
try:
raw = await redis.get(key)
if raw:
cached = self.deserialize(raw)
if cached:
ttl = self.get_ttl(method)
await self._l1_set(key, raw, ttl)
self.stats.hits += 1
return _dict_to_result(cached)
except Exception as e:
self.stats.redis_errors += 1
logger.debug(f"RpcCache Redis get error: {e}")
self.stats.misses += 1
return None
async def set(self, method, params, chain, result):
"""Store result in L1+L2 cache."""
key = self.make_key(method, params, chain)
ttl = self.get_ttl(method)
data = self.serialize(result.value, result.confidence, result.agreed_sources)
await self._l1_set(key, data, ttl)
redis = await self._get_redis()
if redis:
try:
await redis.setex(key, int(ttl) + 1, data)
self.stats.sets += 1
except Exception as e:
self.stats.redis_errors += 1
logger.debug(f"RpcCache Redis set error: {e}")
async def query_with_cache(self, method, params, chain="solana", min_agreement=2, bypass_cache=False):
"""Main entry: cache hit -> return; miss -> query RPC -> cache -> return."""
key = self.make_key(method, params, chain)
cached = await self.get(method, params, chain, bypass_cache=bypass_cache)
if cached:
return cached
# Stampede protection
async with self._populating_lock:
populating = self._populating.get(key)
if populating is not None:
self.stats.lock_waits += 1
try:
await asyncio.wait_for(populating.wait(), timeout=LOCK_TTL)
cached = await self.get(method, params, chain)
if cached:
return cached
except TimeoutError:
pass
event = asyncio.Event()
async with self._populating_lock:
self._populating[key] = event
try:
rpc = await self._get_rpc()
if chain == "solana":
result = await rpc.query_with_consensus(method, params, min_agreement)
else:
try:
chain_id = int(chain) if chain.isdigit() else 1
except ValueError:
chain_id = 1
result = await rpc.evm_query_with_consensus(chain_id, method, params)
if result.confidence > 0:
await self.set(method, params, chain, result)
return result
finally:
event.set()
async with self._populating_lock:
self._populating.pop(key, None)
# ββ Convenience Methods βββββββββββββββββββββββββββββββββββββββββββββ
async def get_account_info(self, address, chain="solana", bypass_cache=False):
return await self.query_with_cache(
"getAccountInfo",
[address, {"encoding": "jsonParsed"}],
chain=chain,
bypass_cache=bypass_cache,
)
async def get_balance(self, address, chain="solana", bypass_cache=False):
return await self.query_with_cache("getBalance", [address], chain=chain, bypass_cache=bypass_cache)
async def get_token_supply(self, mint, chain="solana", bypass_cache=False):
return await self.query_with_cache("getTokenSupply", [mint], chain=chain, bypass_cache=bypass_cache)
async def get_signatures_for_address(self, address, limit=20, chain="solana", bypass_cache=False):
return await self.query_with_cache(
"getSignaturesForAddress",
[address, {"limit": limit}],
chain=chain,
bypass_cache=bypass_cache,
)
async def get_token_account_balance(self, token_account, chain="solana", bypass_cache=False):
return await self.query_with_cache(
"getTokenAccountBalance", [token_account], chain=chain, bypass_cache=bypass_cache
)
# ββ Invalidation ββββββββββββββββββββββββββββββββββββββββββββββββββββ
async def invalidate_address(self, address, chain="solana"):
"""Invalidate all cached data for a specific address."""
pattern = f"{CACHE_PREFIX}{chain}:*"
async with self._l1_lock:
addr_digest = hashlib.sha256(address.encode()).hexdigest()[:16]
keys_to_del = [k for k in self._l1 if addr_digest.lower() in k.lower()]
for k in keys_to_del:
del self._l1[k]
redis = await self._get_redis()
if redis:
try:
cursor = 0
deleted = 0
while True:
cursor, keys = await redis.scan(cursor, match=pattern, count=100)
for key in keys:
key_str = key.decode() if isinstance(key, bytes) else key
try:
raw = await redis.get(key_str)
if raw:
cached = self.deserialize(raw)
if cached and address.lower() in json.dumps(cached, default=str).lower():
await redis.delete(key_str)
deleted += 1
except Exception:
pass
if cursor == 0:
break
if deleted:
logger.debug(f"Invalidated {deleted} cache entries for {address[:12]}...")
except Exception:
pass
# ββ Health ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
async def health(self):
redis_ok = False
redis = await self._get_redis()
if redis:
try:
await redis.ping()
redis_ok = True
except Exception:
pass
async with self._l1_lock:
l1_size = len(self._l1)
return {
"redis_available": redis_ok,
"l1_size": l1_size,
"l1_max": self.L1_MAX_SIZE,
**self.stats.to_dict(),
}
async def clear_l1(self):
async with self._l1_lock:
self._l1.clear()
logger.info("RpcCache: L1 cache cleared")
# ββ Helpers ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
def _dict_to_result(d):
return ConsensusResult(
value=d.get("v"),
confidence=d.get("c", 0.0),
agreed_sources=d.get("s", []),
total_sources=len(d.get("s", [])),
response_count=len(d.get("s", [])),
)
# ββ Singleton ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
_cache_client = None
def get_rpc_cache():
global _cache_client
if _cache_client is None:
_cache_client = RpcCacheClient()
return _cache_client
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