Python API Integration with Rithmic Protocol Buffer API
Project description
Python Rithmic API
A robust, async-based Python API designed to interface seamlessly with the Rithmic Protocol Buffer API. This package is built to provide an efficient and reliable connection to Rithmic's trading infrastructure, catering to advanced trading strategies and real-time data handling.
This was originally a fork of pyrithmic, but the code has been completely rewritten.
Key Enhancements
This repo introduces several key improvements and new features over the original repository, ensuring compatibility with modern Python environments and providing additional functionality:
- Python 3.11+ Compatibility: Refactored code to ensure smooth operation with the latest Python versions.
- System Name Validation: Implements pre-login validation of system names, as recommended by Rithmic support, with enhanced error handling during the login process.
- Account Selection: Allows users to specify which account to use when calling trading functions, rather than being restricted to the primary account.
- STOP Orders: Exposing STOP orders to users
- Best Bid Offer (BBO) Streaming: Integrates real-time Best Bid Offer tick streaming.
- Historical Time Bars + Time Bars Streaming
The most significant upgrade is the transition to an async architecture, providing superior performance and responsiveness when dealing with real-time trading and market data.
Installation
pip install async_rithmic
Market data
Streaming Live Tick Data
Here's an example to get the front month contract for ES and stream market data:
import asyncio
from async_rithmic import RithmicClient, Gateway, DataType, LastTradePresenceBits
async def callback(data: dict):
if data["presence_bits"] & LastTradePresenceBits.LAST_TRADE:
print("received", data)
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
# Request front month contract
symbol, exchange = "ES", "CME"
security_code = await client.get_front_month_contract(symbol, exchange)
# Stream market data
print(f"Streaming market data for {security_code}")
data_type = DataType.LAST_TRADE
client.on_tick += callback
await client.subscribe_to_market_data(security_code, exchange, data_type)
# Wait 10 seconds, unsubscribe and disconnect
await asyncio.sleep(10)
await client.unsubscribe_from_market_data(security_code, exchange, data_type)
await client.disconnect()
asyncio.run(main())
Streaming Live Time Bars
import asyncio
from async_rithmic import RithmicClient, Gateway, TimeBarType
async def callback(data: dict):
print("received", data)
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
# Request front month contract
symbol, exchange = "ES", "CME"
security_code = await client.get_front_month_contract(symbol, exchange)
# Stream market data
print(f"Streaming market data for {security_code}")
client.on_time_bar += callback
await client.subscribe_to_time_bar_data(security_code, exchange, TimeBarType.SECOND_BAR, 6)
# Wait 10 seconds, unsubscribe and disconnect
await asyncio.sleep(20)
await client.unsubscribe_from_time_bar_data(security_code, exchange, TimeBarType.SECOND_BAR, 6)
await client.disconnect()
asyncio.run(main())
Order API
Placing a Market Order:
As a market order will be filled immediately, this script will submit the order and receive a fill straight away:
import asyncio
from datetime import datetime
from async_rithmic import RithmicClient, Gateway, OrderType, ExchangeOrderNotificationType, TransactionType
async def callback(notification):
if notification.notify_type == ExchangeOrderNotificationType.FILL:
print("order filled", notification)
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
# Request front month contract
symbol, exchange = "ES", "CME"
security_code = await client.get_front_month_contract(symbol, exchange)
# Submit order
client.on_exchange_order_notification += callback
order_id = '{0}_order'.format(datetime.now().strftime('%Y%m%d_%H%M%S'))
await client.submit_order(
order_id,
security_code,
exchange,
qty=1,
order_type=OrderType.MARKET,
transaction_type=TransactionType.SELL,
#account_id="ABCD" # Mandatory if you have multiple accounts
#stop_ticks=20, # Optional: you can specify a stop loss and profit target in ticks
#target_ticks=40,
#cancel_at=datetime.now() + timedelta(minutes=2), # Optional: cancellation datetime
)
await asyncio.sleep(1)
await client.disconnect()
asyncio.run(main())
Placing a Limit Order and cancelling it
import asyncio
from datetime import datetime
from async_rithmic import RithmicClient, Gateway, OrderType, TransactionType
async def exchange_order_notification_callback(notification):
print("exchange order notification", notification)
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
# Request front month contract
symbol, exchange = "ES", "CME"
security_code = await client.get_front_month_contract(symbol, exchange)
# Submit order
client.on_exchange_order_notification += exchange_order_notification_callback
order_id = '{0}_order'.format(datetime.now().strftime('%Y%m%d_%H%M%S'))
await client.submit_order(
order_id,
security_code,
exchange,
qty=1,
order_type=OrderType.LIMIT,
transaction_type=TransactionType.BUY,
price=5300.,
)
await asyncio.sleep(1)
await client.cancel_order(order_id=order_id)
await asyncio.sleep(1)
await client.disconnect()
asyncio.run(main())
History Data API
Fetch Historical Tick Data
The following example will fetch historical data, in a streaming fashion:
import asyncio
from datetime import datetime
from async_rithmic import RithmicClient, Gateway
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
# Fetch historical tick data
ticks = await client.get_historical_tick_data(
"ESZ4",
"CME",
datetime(2024, 10, 15, 15, 30),
datetime(2024, 10, 15, 15, 31),
)
print(f"Received {len(ticks)} ticks")
print(f"Last tick timestamp: {ticks[-1]['datetime']}")
await client.disconnect()
asyncio.run(main())
Fetch Historical Time Bars
import asyncio
from datetime import datetime
from async_rithmic import RithmicClient, Gateway, TimeBarType
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
# Fetch historical time bar data
bars = await client.get_historical_time_bars(
"ESZ4",
"CME",
datetime(2024, 10, 15, 15, 30),
datetime(2024, 10, 15, 15, 31),
TimeBarType.SECOND_BAR,
6
)
print(f"Received {len(bars)} bars")
print(f"Last bar timestamp: {bars[-1]['bar_end_datetime']}")
await client.disconnect()
asyncio.run(main())
Other methods
This code snippet will list your account summary, session orders and positions:
import asyncio
from async_rithmic import RithmicClient, Gateway, InstrumentType
async def main():
client = RithmicClient(user="", password="", system_name="Rithmic Test", app_name="my_test_app", app_version="1.0", gateway=Gateway.TEST)
await client.connect()
account_id = "MY_ACCOUNT"
result = await client.search_symbols("MCL", instrument_type=InstrumentType.FUTURE)
print("Search result:", result)
summary = await client.list_account_summary(account_id=account_id)
print("Account summary:", summary[0])
orders = await client.list_orders(account_id=account_id)
print("Orders:", orders)
positions = await client.list_positions(account_id=account_id)
print("Positions:", positions)
await client.disconnect()
asyncio.run(main())
Testing
To execute the tests, use the following command: make tests
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