- uv for package management

- improve websocket a bit
- updated database for daily rotation and locking threads, errors handling
This commit is contained in:
Vasily.onl 2025-06-09 12:51:10 +08:00
parent 957118ff23
commit 14272ab6eb
6 changed files with 662 additions and 108 deletions

1
.python-version Normal file
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@ -0,0 +1 @@
3.12

96
main.py
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@ -20,22 +20,34 @@ shutdown_flag = threading.Event()
PING_INTERVAL = 25 # N seconds, must be < 30 PING_INTERVAL = 25 # N seconds, must be < 30
PONG_TIMEOUT = 25 # Wait this long for pong after ping PONG_TIMEOUT = 25 # Wait this long for pong after ping
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s %(levelname)s %(message)s',
handlers=[
logging.FileHandler('market_data_collector.log', mode='a'),
logging.StreamHandler()
]
)
def connect(instrument, max_retries=5): def connect(instrument, max_retries=5):
logging.info(f"Connecting to OKX for instrument: {instrument}") logging.info(f"Attempting to connect to OKX for instrument: {instrument}")
retries = 0 retries = 0
backoff = 1 backoff = 1
while not shutdown_flag.is_set(): while not shutdown_flag.is_set():
try: try:
logging.info(f"Creating OKXClient for {instrument}")
client = OKXClient(authenticate=False) client = OKXClient(authenticate=False)
logging.info(f"Subscribing to trades for {instrument}")
client.subscribe_trades(instrument) client.subscribe_trades(instrument)
logging.info(f"Subscribing to book for {instrument}")
client.subscribe_book(instrument, depth=5, channel="books") client.subscribe_book(instrument, depth=5, channel="books")
logging.info(f"Subscribed to trades and book for {instrument}") logging.info(f"Successfully connected and subscribed for {instrument}")
return client return client
except Exception as e: except Exception as e:
retries += 1 retries += 1
logging.error(f"Failed to connect to OKX: {e}. Retry {retries}/{max_retries} in {backoff}s.") logging.error(f"Failed to connect to OKX for {instrument}: {e}. Retry {retries}/{max_retries} in {backoff}s.")
if retries >= max_retries: if retries >= max_retries:
logging.critical("Max retries reached. Exiting connect loop.") logging.critical(f"Max retries reached for {instrument}. Exiting connect loop.")
raise raise
time.sleep(backoff) time.sleep(backoff)
backoff = min(backoff * 2, 60) # exponential backoff, max 60s backoff = min(backoff * 2, 60) # exponential backoff, max 60s
@ -63,13 +75,40 @@ def initialize_instruments(instruments):
last_msg_time = {} last_msg_time = {}
ping_sent = {} ping_sent = {}
pong_queue = {} pong_queue = {}
for instrument in instruments: for instrument in instruments:
dbs[instrument] = MarketDB(market=instrument.replace("-", "_"), db_dir="./data/db") try:
logging.info(f"Database initialized for {instrument}") logging.info(f"Initializing database for {instrument}")
clients[instrument] = connect(instrument) dbs[instrument] = MarketDB(market=instrument, db_dir="./data/db")
last_msg_time[instrument] = time.time() logging.info(f"Successfully initialized database for {instrument}")
ping_sent[instrument] = False
pong_queue[instrument] = queue.Queue() logging.info(f"Establishing websocket connection for {instrument}")
clients[instrument] = connect(instrument)
if not clients[instrument]:
logging.error(f"Failed to establish connection for {instrument}")
continue
last_msg_time[instrument] = time.time()
ping_sent[instrument] = False
pong_queue[instrument] = queue.Queue()
logging.info(f"Completed initialization for {instrument}")
except Exception as e:
logging.error(f"Failed to initialize {instrument}: {e}")
# Cleanup any partial initialization
if instrument in dbs:
try:
dbs[instrument].close()
del dbs[instrument]
except Exception as cleanup_e:
logging.error(f"Error during cleanup for {instrument}: {cleanup_e}")
if instrument in clients:
try:
cleanup(clients[instrument], None)
del clients[instrument]
except Exception as cleanup_e:
logging.error(f"Error during client cleanup for {instrument}: {cleanup_e}")
raise # Re-raise the exception to handle it in main()
return dbs, clients, last_msg_time, ping_sent, pong_queue return dbs, clients, last_msg_time, ping_sent, pong_queue
def handle_message(data, instrument, db, trade_history, book_history, latest_book, pong_queue): def handle_message(data, instrument, db, trade_history, book_history, latest_book, pong_queue):
@ -174,15 +213,7 @@ def shutdown_cleanup(clients, dbs):
def main(): def main():
instruments = [ instruments = [
"ETH-USDT", "ETH-USDT",
"BTC-USDT", "BTC-USDT"
"SOL-USDT",
"DOGE-USDT",
"TON-USDT",
"ETH-USDC",
"SOPH-USDT",
"PEPE-USDT",
"BTC-USDC",
"UNI-USDT"
] ]
# Configure logging to both file and stdout # Configure logging to both file and stdout
@ -194,14 +225,35 @@ def main():
logging.StreamHandler() logging.StreamHandler()
] ]
) )
dbs, clients, last_msg_time, ping_sent, pong_queue = initialize_instruments(instruments)
try: try:
logging.info("Starting Market Data Collector")
logging.info(f"Initializing instruments: {instruments}")
dbs, clients, last_msg_time, ping_sent, pong_queue = initialize_instruments(instruments)
if not dbs or not clients:
logging.critical("Failed to initialize all required components. Exiting.")
return
logging.info("Successfully initialized all components. Starting main loop.")
while not shutdown_flag.is_set(): while not shutdown_flag.is_set():
now = time.time() now = time.time()
for instrument in instruments: for instrument in instruments:
if instrument not in clients or instrument not in dbs:
logging.warning(f"Skipping {instrument} - not properly initialized")
continue
client = clients[instrument] client = clients[instrument]
db = dbs[instrument] db = dbs[instrument]
ws = client.ws ws = client.ws
if not ws:
logging.error(f"No websocket connection for {instrument}. Attempting to reconnect.")
if not reconnect_instrument(instrument, clients, last_msg_time, ping_sent, pong_queue):
continue
ws = clients[instrument].ws
try: try:
ws.settimeout(1) ws.settimeout(1)
try: try:
@ -229,14 +281,14 @@ def main():
continue continue
except Exception as e: except Exception as e:
logging.warning(f"WebSocket disconnected or error for {instrument}: {e}. Reconnecting...") logging.warning(f"WebSocket error for {instrument}: {e}. Attempting to reconnect...")
if not reconnect_instrument(instrument, clients, last_msg_time, ping_sent, pong_queue): if not reconnect_instrument(instrument, clients, last_msg_time, ping_sent, pong_queue):
continue continue
continue
except Exception as e: except Exception as e:
logging.critical(f"Fatal error in main: {e}") logging.critical(f"Fatal error in main: {e}")
finally: finally:
logging.info("Shutting down Market Data Collector")
shutdown_cleanup(clients, dbs) shutdown_cleanup(clients, dbs)
if __name__ == '__main__': if __name__ == '__main__':

View File

@ -2,76 +2,158 @@ import sqlite3
import os import os
from typing import Any, Dict, List, Optional from typing import Any, Dict, List, Optional
import logging import logging
from datetime import datetime
import threading
class MarketDB: class MarketDB:
def __init__(self, market: str, db_dir: str = ""): def __init__(self, market: str, db_dir: str = "", date: Optional[datetime] = None):
db_name = f"{market}.db" logging.debug(f"MarketDB.__init__ start for {market}")
db_path = db_name if not db_dir else f"{db_dir.rstrip('/')}/{db_name}" self.market = market
if db_dir: self.db_dir = db_dir
os.makedirs(db_dir, exist_ok=True) self.current_date = date or datetime.now()
self.conn = sqlite3.connect(db_path) self.conn = None
logging.info(f"Connected to database at {db_path}") self._lock = threading.RLock() # Use re-entrant lock to avoid deadlock
self._create_tables() logging.debug(f"MarketDB.__init__ before _connect_db for {market}")
self._connect_db()
logging.debug(f"MarketDB.__init__ end for {market}")
def _get_db_path(self, date: datetime) -> str:
db_name = f"{self.market}-{date.strftime('%y-%m-%d')}.db"
return db_name if not self.db_dir else f"{self.db_dir.rstrip('/')}/{db_name}"
def _connect_db(self):
logging.debug(f"MarketDB._connect_db start for {self.market}")
with self._lock: # Thread-safe connection management
try:
if self.conn:
try:
self.conn.close()
logging.debug(f"Closed previous connection for {self.market}")
except Exception as e:
logging.warning(f"Error closing previous connection: {e}")
if self.db_dir:
os.makedirs(self.db_dir, exist_ok=True)
logging.debug(f"Ensured db_dir exists for {self.market}")
db_path = self._get_db_path(self.current_date)
logging.debug(f"Connecting to sqlite3 at {db_path} for {self.market}")
self.conn = sqlite3.connect(db_path)
self.conn.execute('PRAGMA journal_mode=WAL')
logging.info(f"Connected to database at {db_path}")
self._create_tables()
logging.debug(f"MarketDB._connect_db end for {self.market}")
except Exception as e:
logging.error(f"Failed to connect to database: {e}")
raise
def check_and_rotate_db(self):
logging.debug(f"MarketDB.check_and_rotate_db start for {self.market}")
current_date = datetime.now()
if current_date.date() != self.current_date.date():
logging.info(f"Date changed from {self.current_date.date()} to {current_date.date()}, rotating database")
try:
self.current_date = current_date
self._connect_db()
logging.info("Successfully rotated to new database")
except Exception as e:
logging.error(f"Failed to rotate database: {e}")
try:
self.current_date = current_date.replace(hour=0, minute=0, second=0, microsecond=0)
self._connect_db()
except Exception as fallback_error:
logging.critical(f"Failed to reconnect to previous database: {fallback_error}")
raise
logging.debug(f"MarketDB.check_and_rotate_db end for {self.market}")
def _create_tables(self): def _create_tables(self):
cursor = self.conn.cursor() logging.debug(f"MarketDB._create_tables start for {self.market}")
cursor.execute(''' with self._lock: # Thread-safe table creation
CREATE TABLE IF NOT EXISTS trades ( cursor = self.conn.cursor()
id INTEGER PRIMARY KEY AUTOINCREMENT, cursor.execute('''
instrument TEXT, CREATE TABLE IF NOT EXISTS trades (
trade_id TEXT, id INTEGER PRIMARY KEY AUTOINCREMENT,
price REAL, instrument TEXT,
size REAL, trade_id TEXT,
side TEXT, price REAL,
timestamp TEXT size REAL,
) side TEXT,
''') timestamp TEXT
cursor.execute(''' )
CREATE TABLE IF NOT EXISTS book ( ''')
id INTEGER PRIMARY KEY AUTOINCREMENT, cursor.execute('''
instrument TEXT, CREATE TABLE IF NOT EXISTS book (
bids TEXT, id INTEGER PRIMARY KEY AUTOINCREMENT,
asks TEXT, instrument TEXT,
timestamp TEXT bids TEXT,
) asks TEXT,
''') timestamp TEXT
self.conn.commit() )
logging.info("Database tables ensured.") ''')
self.conn.commit()
logging.info("Database tables ensured.")
logging.debug(f"MarketDB._create_tables end for {self.market}")
def insert_trade(self, trade: Dict[str, Any]): def insert_trade(self, trade: Dict[str, Any]):
cursor = self.conn.cursor() self.check_and_rotate_db()
cursor.execute(''' with self._lock: # Thread-safe insert
INSERT INTO trades (instrument, trade_id, price, size, side, timestamp) try:
VALUES (?, ?, ?, ?, ?, ?) cursor = self.conn.cursor()
''', ( cursor.execute('''
trade.get('instrument'), INSERT INTO trades (instrument, trade_id, price, size, side, timestamp)
trade.get('trade_id'), VALUES (?, ?, ?, ?, ?, ?)
trade.get('price'), ''', (
trade.get('size'), trade.get('instrument'),
trade.get('side'), trade.get('trade_id'),
trade.get('timestamp') trade.get('price'),
)) trade.get('size'),
self.conn.commit() trade.get('side'),
logging.debug(f"Inserted trade: {trade}") trade.get('timestamp')
))
self.conn.commit()
logging.debug(f"Inserted trade: {trade}")
except sqlite3.Error as e:
logging.error(f"Database error during trade insert: {e}")
self._handle_db_error()
raise
def insert_book(self, book: Dict[str, Any]): def insert_book(self, book: Dict[str, Any]):
cursor = self.conn.cursor() self.check_and_rotate_db()
bids = book.get('bids', []) with self._lock: # Thread-safe insert
asks = book.get('asks', []) try:
best_bid = next((b for b in bids if float(b[1]) > 0), ['-', '-']) cursor = self.conn.cursor()
best_ask = next((a for a in asks if float(a[1]) > 0), ['-', '-']) bids = book.get('bids', [])
cursor.execute(''' asks = book.get('asks', [])
INSERT INTO book (instrument, bids, asks, timestamp) best_bid = next((b for b in bids if float(b[1]) > 0), ['-', '-'])
VALUES (?, ?, ?, ?) best_ask = next((a for a in asks if float(a[1]) > 0), ['-', '-'])
''', ( cursor.execute('''
book.get('instrument'), INSERT INTO book (instrument, bids, asks, timestamp)
str(bids), VALUES (?, ?, ?, ?)
str(asks), ''', (
book.get('timestamp') book.get('instrument'),
)) str(bids),
self.conn.commit() str(asks),
logging.debug(f"Inserted book: {book.get('instrument', 'N/A')} ts:{book.get('timestamp', 'N/A')} bid:{best_bid} ask:{best_ask}") book.get('timestamp')
))
self.conn.commit()
logging.debug(f"Inserted book: {book.get('instrument', 'N/A')} ts:{book.get('timestamp', 'N/A')} bid:{best_bid} ask:{best_ask}")
except sqlite3.Error as e:
logging.error(f"Database error during book insert: {e}")
self._handle_db_error()
raise
def _handle_db_error(self):
try:
self._connect_db()
except Exception as e:
logging.critical(f"Failed to reconnect to database after error: {e}")
raise
def close(self): def close(self):
self.conn.close() with self._lock: # Thread-safe close
logging.info("Database connection closed.") if self.conn:
try:
self.conn.close()
logging.info("Database connection closed.")
except Exception as e:
logging.error(f"Error closing database connection: {e}")
finally:
self.conn = None

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@ -46,10 +46,40 @@ class OKXClient:
self._connect_ws() self._connect_ws()
def _connect_ws(self): def _connect_ws(self):
if self.ws is None: logging.info("Attempting to connect to OKX websocket...")
self.ws = websocket.create_connection(self.PUBLIC_WS_URL, timeout=10) try:
if self.authenticated and self.api_key and self.api_secret and self.api_passphrase and self.ws_private is None: if self.ws is None:
self.ws_private = websocket.create_connection(self.PRIVATE_WS_URL, timeout=10) logging.debug("Creating public websocket connection...")
self.ws = websocket.create_connection(
self.PUBLIC_WS_URL,
timeout=10,
header=["User-Agent: OKX-Market-Data-Collector"]
)
logging.info("Successfully connected to public websocket")
if self.authenticated and self.api_key and self.api_secret and self.api_passphrase and self.ws_private is None:
logging.debug("Creating private websocket connection...")
self.ws_private = websocket.create_connection(
self.PRIVATE_WS_URL,
timeout=10,
header=["User-Agent: OKX-Market-Data-Collector"]
)
logging.info("Successfully connected to private websocket")
except Exception as e:
logging.error(f"Failed to connect to websocket: {e}")
if self.ws:
try:
self.ws.close()
except:
pass
self.ws = None
if self.ws_private:
try:
self.ws_private.close()
except:
pass
self.ws_private = None
raise
def _get_timestamp(self): def _get_timestamp(self):
return str(round(time.time(), 3)) return str(round(time.time(), 3))
@ -62,7 +92,6 @@ class OKXClient:
return base64.b64encode(mac.digest()).decode() return base64.b64encode(mac.digest()).decode()
def _authenticate(self): def _authenticate(self):
import websocket
timestamp = self._get_timestamp() timestamp = self._get_timestamp()
sign = self._sign(timestamp, 'GET', '/users/self/verify', '') sign = self._sign(timestamp, 'GET', '/users/self/verify', '')
login_params = { login_params = {
@ -101,42 +130,59 @@ class OKXClient:
logging.error(f"Exception during authentication: {e}") logging.error(f"Exception during authentication: {e}")
raise raise
def _send_subscription(self, params, is_private=False):
ws = self.ws_private if is_private else self.ws
if not ws:
raise Exception("WebSocket connection not established")
try:
ws.send(json.dumps(params))
# Wait for subscription confirmation
resp = ws.recv()
msg = json.loads(resp)
if msg.get("event") == "error":
raise Exception(f"Subscription error: {msg}")
elif msg.get("event") == "subscribe":
logging.info(f"Successfully subscribed to {params['args'][0]['channel']}")
else:
logging.debug(f"Received subscription response: {msg}")
except Exception as e:
logging.error(f"Error during subscription: {e}")
raise
def subscribe_candlesticks(self, instrument="BTC-USDT", timeframe="1m"): def subscribe_candlesticks(self, instrument="BTC-USDT", timeframe="1m"):
# OKX uses candle1m, candle5m, etc.
tf_map = {"1m": "candle1m", "5m": "candle5m", "15m": "candle15m", "1h": "candle1H"} tf_map = {"1m": "candle1m", "5m": "candle5m", "15m": "candle15m", "1h": "candle1H"}
channel = tf_map.get(timeframe, f"candle{timeframe}") channel = tf_map.get(timeframe, f"candle{timeframe}")
params = { params = {
"op": "subscribe", "op": "subscribe",
"args": [{"channel": channel, "instId": instrument}] "args": [{"channel": channel, "instId": instrument}]
} }
logging.debug(f"[PUBLIC WS] Sending subscription: {json.dumps(params)}") logging.info(f"Subscribing to candlesticks for {instrument}")
self.ws.send(json.dumps(params)) self._send_subscription(params)
def subscribe_trades(self, instrument="BTC-USDT"): def subscribe_trades(self, instrument="BTC-USDT"):
params = { params = {
"op": "subscribe", "op": "subscribe",
"args": [{"channel": "trades", "instId": instrument}] "args": [{"channel": "trades", "instId": instrument}]
} }
logging.debug(f"[PUBLIC WS] Sending subscription: {json.dumps(params)}") logging.info(f"Subscribing to trades for {instrument}")
self.ws.send(json.dumps(params)) self._send_subscription(params)
def subscribe_ticker(self, instrument="BTC-USDT"): def subscribe_ticker(self, instrument="BTC-USDT"):
params = { params = {
"op": "subscribe", "op": "subscribe",
"args": [{"channel": "tickers", "instId": instrument}] "args": [{"channel": "tickers", "instId": instrument}]
} }
logging.debug(f"[PUBLIC WS] Sending subscription: {json.dumps(params)}") logging.info(f"Subscribing to ticker for {instrument}")
self.ws.send(json.dumps(params)) self._send_subscription(params)
def subscribe_book(self, instrument="BTC-USDT", depth=5, channel="books5"): def subscribe_book(self, instrument="BTC-USDT", depth=5, channel="books"):
# OKX supports books5, books50, books-l2-tbt
# channel = "books5" if depth <= 5 else "books50"
params = { params = {
"op": "subscribe", "op": "subscribe",
"args": [{"channel": channel, "instId": instrument}] "args": [{"channel": channel, "instId": instrument}]
} }
logging.debug(f"[PUBLIC WS] Sending subscription: {json.dumps(params)}") logging.info(f"Subscribing to order book for {instrument}")
self.ws.send(json.dumps(params)) self._send_subscription(params)
def subscribe_user_order(self): def subscribe_user_order(self):
if not self.authenticated: if not self.authenticated:
@ -146,8 +192,7 @@ class OKXClient:
"op": "subscribe", "op": "subscribe",
"args": [{"channel": "orders", "instType": "SPOT"}] "args": [{"channel": "orders", "instType": "SPOT"}]
} }
logging.debug(f"[PRIVATE WS] Sending subscription: {json.dumps(params)}") self._send_subscription(params, is_private=True)
self.ws_private.send(json.dumps(params))
def subscribe_user_trade(self): def subscribe_user_trade(self):
if not self.authenticated: if not self.authenticated:
@ -157,8 +202,7 @@ class OKXClient:
"op": "subscribe", "op": "subscribe",
"args": [{"channel": "trades", "instType": "SPOT"}] "args": [{"channel": "trades", "instType": "SPOT"}]
} }
logging.debug(f"[PRIVATE WS] Sending subscription: {json.dumps(params)}") self._send_subscription(params, is_private=True)
self.ws_private.send(json.dumps(params))
def subscribe_user_balance(self): def subscribe_user_balance(self):
if not self.authenticated: if not self.authenticated:
@ -168,8 +212,7 @@ class OKXClient:
"op": "subscribe", "op": "subscribe",
"args": [{"channel": "balance_and_position"}] "args": [{"channel": "balance_and_position"}]
} }
logging.debug(f"[PRIVATE WS] Sending subscription: {json.dumps(params)}") self._send_subscription(params, is_private=True)
self.ws_private.send(json.dumps(params))
def get_balance(self, currency=None): def get_balance(self, currency=None):
url = f"{self.REST_URL}/api/v5/account/balance" url = f"{self.REST_URL}/api/v5/account/balance"

12
pyproject.toml Normal file
View File

@ -0,0 +1,12 @@
[project]
name = "marketdatacollector"
version = "0.1.0"
description = "Add your description here"
readme = "README.md"
requires-python = ">=3.12"
dependencies = [
"pandas>=2.3.0",
"requests>=2.32.3",
"websocket>=0.2.1",
"websocket-client>=1.8.0",
]

364
uv.lock generated Normal file
View File

@ -0,0 +1,364 @@
version = 1
revision = 1
requires-python = ">=3.12"
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{ name = "pycparser" },
]
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